diff --git a/404.html b/404.html
index 5d419c187..73c74fa0e 100644
--- a/404.html
+++ b/404.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -146,7 +146,7 @@ <h1>This page doesn't exist.</h1>
 
 <p>Try one of these instead: 
 	<ul>
-		<li>my <a href=/blog/2024/09/21/primes-squares>latest post</a>; </li>
+		<li>my <a href=/blog/2024/09/28/ihaka-lecture>latest post</a>; </li>
 		<li>list of <a href ="/blog/index_by_tag.html">all posts</a>, grouped by subject.</li>
 	</ul>
 </p>
@@ -161,6 +161,7 @@ <h1>This page doesn't exist.</h1>
 			<footer>
 	    		<gcse:search></gcse:search>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
 			
diff --git a/about/acknowledgements.html b/about/acknowledgements.html
index d231a64b2..65d09564d 100644
--- a/about/acknowledgements.html
+++ b/about/acknowledgements.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -179,6 +179,7 @@ <h1>Acknowledgements</h1>
 			<footer>
 	    		<gcse:search></gcse:search>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
 			
diff --git a/about/index.html b/about/index.html
index 0b21576e0..2759d13e9 100644
--- a/about/index.html
+++ b/about/index.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -306,6 +306,7 @@ <h2>Blogs I read</h2>
 			<footer>
 	    		<gcse:search></gcse:search>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
 			
diff --git a/blog/2015/07/26/hello-world.html b/blog/2015/07/26/hello-world.html
index aa526cbca..9371c6ab0 100644
--- a/blog/2015/07/26/hello-world.html
+++ b/blog/2015/07/26/hello-world.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -223,6 +223,7 @@ <h2 id="what-next">What next</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2015/08/01/new-zealand-data-on-github.html b/blog/2015/08/01/new-zealand-data-on-github.html
index ae9810bfc..07c58e1e6 100644
--- a/blog/2015/08/01/new-zealand-data-on-github.html
+++ b/blog/2015/08/01/new-zealand-data-on-github.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -319,6 +319,7 @@ <h3 id="example-characteristics-of-recipients-of-main-benefits">Example: charact
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2015/08/07/fibs-elo-ratings-basics.html b/blog/2015/08/07/fibs-elo-ratings-basics.html
index da1c094f5..12f76c433 100644
--- a/blog/2015/08/07/fibs-elo-ratings-basics.html
+++ b/blog/2015/08/07/fibs-elo-ratings-basics.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -383,6 +383,7 @@ <h2 id="actual-ratings-varying-true-rating-constant">Actual ratings varying, “
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2015/08/15/importing-nzis-surf.html b/blog/2015/08/15/importing-nzis-surf.html
index b962564f5..21092274d 100644
--- a/blog/2015/08/15/importing-nzis-surf.html
+++ b/blog/2015/08/15/importing-nzis-surf.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -582,6 +582,7 @@ <h2>Graphics showing density of income</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2015/08/21/visualising-distributions.html b/blog/2015/08/21/visualising-distributions.html
index f64fd97a6..66de3eee1 100644
--- a/blog/2015/08/21/visualising-distributions.html
+++ b/blog/2015/08/21/visualising-distributions.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -275,6 +275,7 @@ <h2>At a glance:</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2015/08/30/starting-in-datascience.html b/blog/2015/08/30/starting-in-datascience.html
index 2488548ea..610d37a6f 100644
--- a/blog/2015/08/30/starting-in-datascience.html
+++ b/blog/2015/08/30/starting-in-datascience.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -361,6 +361,7 @@ <h3 id="drawing-that-diagram">Drawing that diagram</h3>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2015/09/05/creating-a-scale-transformation.html b/blog/2015/09/05/creating-a-scale-transformation.html
index 3e06daf3a..679334165 100644
--- a/blog/2015/09/05/creating-a-scale-transformation.html
+++ b/blog/2015/09/05/creating-a-scale-transformation.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -288,6 +288,7 @@ <h3 id="late-addition---comparison-to-the-untransformed-version">Late addition -
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2015/09/07/transforming-breaks-in-a-scale.html b/blog/2015/09/07/transforming-breaks-in-a-scale.html
index afbc1d601..ad9c09e96 100644
--- a/blog/2015/09/07/transforming-breaks-in-a-scale.html
+++ b/blog/2015/09/07/transforming-breaks-in-a-scale.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -347,6 +347,7 @@ <h2 id="applying-to-the-new-zealand-income-survey-2011">Applying to the New Zeal
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2015/09/12/inequality-stats-distributions.html b/blog/2015/09/12/inequality-stats-distributions.html
index 3c5fb3ce9..769d26706 100644
--- a/blog/2015/09/12/inequality-stats-distributions.html
+++ b/blog/2015/09/12/inequality-stats-distributions.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -352,6 +352,7 @@ <h3 id="sampling-distribution-of-a-gini-coefficient">Sampling distribution of a
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2015/09/19/timeseries-same-acf.html b/blog/2015/09/19/timeseries-same-acf.html
index 1fdfda6b8..6b8cca4a1 100644
--- a/blog/2015/09/19/timeseries-same-acf.html
+++ b/blog/2015/09/19/timeseries-same-acf.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -283,6 +283,7 @@ <h2 id="different-individual-instances-of-the-same-non-stationary-time-series-ha
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2015/09/20/timeseries-differences.html b/blog/2015/09/20/timeseries-differences.html
index 6fb74fa4e..83699196c 100644
--- a/blog/2015/09/20/timeseries-differences.html
+++ b/blog/2015/09/20/timeseries-differences.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -333,6 +333,7 @@ <h2 id="conclusions">Conclusions</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2015/09/30/autoarima-success-rates.html b/blog/2015/09/30/autoarima-success-rates.html
index bff548155..135ff4acf 100644
--- a/blog/2015/09/30/autoarima-success-rates.html
+++ b/blog/2015/09/30/autoarima-success-rates.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -475,6 +475,7 @@ <h3>Code that produced the summary plot</h3>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2015/10/04/recruiting.html b/blog/2015/10/04/recruiting.html
index 954d528c3..c57690d2f 100644
--- a/blog/2015/10/04/recruiting.html
+++ b/blog/2015/10/04/recruiting.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -246,6 +246,7 @@ <h3 id="different-data-types-and-users">Different data types and users</h3>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2015/10/10/X13ARIMA-SEATS.html b/blog/2015/10/10/X13ARIMA-SEATS.html
index 4ecf5de17..6ed34497c 100644
--- a/blog/2015/10/10/X13ARIMA-SEATS.html
+++ b/blog/2015/10/10/X13ARIMA-SEATS.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -412,6 +412,7 @@ <h2 id="create-a-new-ggplot2-stat">Create a new ggplot2 stat</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2015/10/25/silver.html b/blog/2015/10/25/silver.html
index e292f8e59..adcdfd96e 100644
--- a/blog/2015/10/25/silver.html
+++ b/blog/2015/10/25/silver.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -348,6 +348,7 @@ <h2 id="re-creating-it">Re-creating it</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2015/10/30/MTAGDP.html b/blog/2015/10/30/MTAGDP.html
index 67ea3da29..f2efcf50a 100644
--- a/blog/2015/10/30/MTAGDP.html
+++ b/blog/2015/10/30/MTAGDP.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -213,6 +213,7 @@ <h2>At a glance:</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2015/11/15/linear-model-timeseries.html b/blog/2015/11/15/linear-model-timeseries.html
index 302218bfd..83c642040 100644
--- a/blog/2015/11/15/linear-model-timeseries.html
+++ b/blog/2015/11/15/linear-model-timeseries.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -324,6 +324,7 @@ <h2 id="simulating-data">Simulating data</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2015/11/21/arima-sims.html b/blog/2015/11/21/arima-sims.html
index 166e10f30..c2b44d7b9 100644
--- a/blog/2015/11/21/arima-sims.html
+++ b/blog/2015/11/21/arima-sims.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -286,6 +286,7 @@ <h2>Simulating ARIMA models</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2015/11/26/violent-deaths.html b/blog/2015/11/26/violent-deaths.html
index 0fb3c5ad7..900d33a32 100644
--- a/blog/2015/11/26/violent-deaths.html
+++ b/blog/2015/11/26/violent-deaths.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -421,6 +421,7 @@ <h2 id="the-actual-plots">The actual plots</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2015/12/05/wdi-inequality.html b/blog/2015/12/05/wdi-inequality.html
index 47a863c60..d8bc6671e 100644
--- a/blog/2015/12/05/wdi-inequality.html
+++ b/blog/2015/12/05/wdi-inequality.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -367,6 +367,7 @@ <h2 id="inequality-measures">Inequality measures</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2015/12/12/exports-gdp.html b/blog/2015/12/12/exports-gdp.html
index c60b83b2a..a17cbed5f 100644
--- a/blog/2015/12/12/exports-gdp.html
+++ b/blog/2015/12/12/exports-gdp.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -433,6 +433,7 @@ <h2 id="exports-and-economic-growth">Exports and economic growth</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2015/12/21/m3-and-x13.html b/blog/2015/12/21/m3-and-x13.html
index 01c3e7d5f..fa0c9647a 100644
--- a/blog/2015/12/21/m3-and-x13.html
+++ b/blog/2015/12/21/m3-and-x13.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -332,6 +332,7 @@ <h2 id="conclusion">Conclusion</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2015/12/26/commuting-network.html b/blog/2015/12/26/commuting-network.html
index cab15d02f..16b9ef005 100644
--- a/blog/2015/12/26/commuting-network.html
+++ b/blog/2015/12/26/commuting-network.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -366,6 +366,7 @@ <h3 id="edits">Edits</h3>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2015/12/29/Rrobot-born.html b/blog/2015/12/29/Rrobot-born.html
index 2090d49f4..11ba52a2c 100644
--- a/blog/2015/12/29/Rrobot-born.html
+++ b/blog/2015/12/29/Rrobot-born.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -315,6 +315,7 @@ <h3 id="acknowledgements">Acknowledgements</h3>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/01/23/nzis-estimates.html b/blog/2016/01/23/nzis-estimates.html
index 06fe6c4ff..3dbf8d39e 100644
--- a/blog/2016/01/23/nzis-estimates.html
+++ b/blog/2016/01/23/nzis-estimates.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -979,6 +979,7 @@ <h3 id="the-final-shiny-app">The final shiny app</h3>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/01/30/hybrid-forecasts.html b/blog/2016/01/30/hybrid-forecasts.html
index 2ed4d795b..c0cedc7ca 100644
--- a/blog/2016/01/30/hybrid-forecasts.html
+++ b/blog/2016/01/30/hybrid-forecasts.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -443,6 +443,7 @@ <h2 id="conclusions">Conclusions</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/02/06/world-health-organization.html b/blog/2016/02/06/world-health-organization.html
index 29e321f13..00992a25f 100644
--- a/blog/2016/02/06/world-health-organization.html
+++ b/blog/2016/02/06/world-health-organization.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -365,6 +365,7 @@ <h2>At a glance:</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/02/08/ggseas.html b/blog/2016/02/08/ggseas.html
index 9c47d00d3..f6d94eae4 100644
--- a/blog/2016/02/08/ggseas.html
+++ b/blog/2016/02/08/ggseas.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -260,6 +260,7 @@ <h2 id="more-basic-seasonal-decomposition">More basic seasonal decomposition</h2
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/02/20/DSGE.html b/blog/2016/02/20/DSGE.html
index 7b4add6d4..47d822e84 100644
--- a/blog/2016/02/20/DSGE.html
+++ b/blog/2016/02/20/DSGE.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -356,6 +356,7 @@ <h2 id="conclusion">Conclusion</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/02/24/tourism-dashboard.html b/blog/2016/02/24/tourism-dashboard.html
index 401c71160..64933570b 100644
--- a/blog/2016/02/24/tourism-dashboard.html
+++ b/blog/2016/02/24/tourism-dashboard.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -203,6 +203,7 @@ <h2>At a glance:</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/03/06/control-charts.html b/blog/2016/03/06/control-charts.html
index 9ceac626f..bfe2647f3 100644
--- a/blog/2016/03/06/control-charts.html
+++ b/blog/2016/03/06/control-charts.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -227,6 +227,7 @@ <h3 id="an-alternative-to-the-p-chart-for-a-slightly-different-purpose">An alter
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/03/19/elo-pr-luck.html b/blog/2016/03/19/elo-pr-luck.html
index d62e6a283..d3f8e0fe1 100644
--- a/blog/2016/03/19/elo-pr-luck.html
+++ b/blog/2016/03/19/elo-pr-luck.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -420,6 +420,7 @@ <h2 id="code">Code</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/03/28/ggseas-update.html b/blog/2016/03/28/ggseas-update.html
index ac71ce980..93ee304fb 100644
--- a/blog/2016/03/28/ggseas-update.html
+++ b/blog/2016/03/28/ggseas-update.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -293,6 +293,7 @@ <h2 id="conclusion">Conclusion</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/04/03/nzelect1.html b/blog/2016/04/03/nzelect1.html
index 9fcf306e2..2025aa351 100644
--- a/blog/2016/04/03/nzelect1.html
+++ b/blog/2016/04/03/nzelect1.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -531,6 +531,7 @@ <h3 id="extra-disclaimer">Extra disclaimer</h3>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/04/04/nzelect2.html b/blog/2016/04/04/nzelect2.html
index 8bb8e3736..65f36f784 100644
--- a/blog/2016/04/04/nzelect2.html
+++ b/blog/2016/04/04/nzelect2.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -520,6 +520,7 @@ <h2 id="conclusion">Conclusion</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/04/09/nzelect3.html b/blog/2016/04/09/nzelect3.html
index fb6f7fb3e..08a05426b 100644
--- a/blog/2016/04/09/nzelect3.html
+++ b/blog/2016/04/09/nzelect3.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -301,6 +301,7 @@ <h3 id="that-watercolour-background">That watercolour background…</h3>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/04/16/nzelect4.html b/blog/2016/04/16/nzelect4.html
index 42a12c1e8..13e7e0dab 100644
--- a/blog/2016/04/16/nzelect4.html
+++ b/blog/2016/04/16/nzelect4.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -440,6 +440,7 @@ <h3 id="final-warnings">Final warnings</h3>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/05/07/forecastHybrid.html b/blog/2016/05/07/forecastHybrid.html
index e5c82ee66..e4aab3418 100644
--- a/blog/2016/05/07/forecastHybrid.html
+++ b/blog/2016/05/07/forecastHybrid.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -338,6 +338,7 @@ <h2 id="future-work">Future work</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/05/14/scots-female-ratio.html b/blog/2016/05/14/scots-female-ratio.html
index 998973be3..d1e22f976 100644
--- a/blog/2016/05/14/scots-female-ratio.html
+++ b/blog/2016/05/14/scots-female-ratio.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -281,6 +281,7 @@ <h2 id="using-the-breaks-argument-in-scale_xxx_continuous">Using the breaks= arg
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/05/22/robust-regression.html b/blog/2016/05/22/robust-regression.html
index 5dfe4ed1d..7a5d205cc 100644
--- a/blog/2016/05/22/robust-regression.html
+++ b/blog/2016/05/22/robust-regression.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -446,6 +446,7 @@ <h2 id="code">Code</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/05/29/standard-deviation-confidence-intervals.html b/blog/2016/05/29/standard-deviation-confidence-intervals.html
index 1c1fa3271..70d19c3c4 100644
--- a/blog/2016/05/29/standard-deviation-confidence-intervals.html
+++ b/blog/2016/05/29/standard-deviation-confidence-intervals.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -555,6 +555,7 @@ <h2 id="code">Code</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/06/05/bootstrap-cv-strategies.html b/blog/2016/06/05/bootstrap-cv-strategies.html
index 23e50d2e7..3abc72b88 100644
--- a/blog/2016/06/05/bootstrap-cv-strategies.html
+++ b/blog/2016/06/05/bootstrap-cv-strategies.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -489,6 +489,7 @@ <h2 id="data-and-computing">Data and computing</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/06/14/graphics-presentation.html b/blog/2016/06/14/graphics-presentation.html
index 711afc8a3..35dba497f 100644
--- a/blog/2016/06/14/graphics-presentation.html
+++ b/blog/2016/06/14/graphics-presentation.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -230,6 +230,7 @@ <h2>At a glance:</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/06/16/mrtes.html b/blog/2016/06/16/mrtes.html
index 1edb45c01..e1946edcb 100644
--- a/blog/2016/06/16/mrtes.html
+++ b/blog/2016/06/16/mrtes.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -213,6 +213,7 @@ <h2>At a glance:</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/06/30/ehii.html b/blog/2016/06/30/ehii.html
index d9a60d336..07ecb6243 100644
--- a/blog/2016/06/30/ehii.html
+++ b/blog/2016/06/30/ehii.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -267,6 +267,7 @@ <h2>At a glance:</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/07/02/ehii-map.html b/blog/2016/07/02/ehii-map.html
index 79bad70a9..85f20fbf8 100644
--- a/blog/2016/07/02/ehii-map.html
+++ b/blog/2016/07/02/ehii-map.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -359,6 +359,7 @@ <h2>At a glance:</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/07/14/nzelect-cran.html b/blog/2016/07/14/nzelect-cran.html
index bde8752f5..0601a1916 100644
--- a/blog/2016/07/14/nzelect-cran.html
+++ b/blog/2016/07/14/nzelect-cran.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -269,6 +269,7 @@ <h2 id="next-steps">Next steps</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/08/04/nzcensus-gam-elastic-lm.html b/blog/2016/08/04/nzcensus-gam-elastic-lm.html
index 0928b7f66..ddd68b555 100644
--- a/blog/2016/08/04/nzcensus-gam-elastic-lm.html
+++ b/blog/2016/08/04/nzcensus-gam-elastic-lm.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -563,6 +563,7 @@ <h3 id="conclusions">Conclusions</h3>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/08/13/fitbit-lasso.html b/blog/2016/08/13/fitbit-lasso.html
index bcbafd772..f061e9605 100644
--- a/blog/2016/08/13/fitbit-lasso.html
+++ b/blog/2016/08/13/fitbit-lasso.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -495,6 +495,7 @@ <h2 id="floors-not-needed-for-a-good-prediction-of-calories">“Floors” not ne
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/08/18/dualaxes.html b/blog/2016/08/18/dualaxes.html
index 7b96c63d9..2eddc9c51 100644
--- a/blog/2016/08/18/dualaxes.html
+++ b/blog/2016/08/18/dualaxes.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -472,6 +472,7 @@ <h2 id="code">Code</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/08/28/dualaxes2.html b/blog/2016/08/28/dualaxes2.html
index 1956f8ae6..b275518c5 100644
--- a/blog/2016/08/28/dualaxes2.html
+++ b/blog/2016/08/28/dualaxes2.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -374,6 +374,7 @@ <h2 id="dualplot"><code class="language-plaintext highlighter-rouge">dualplot()<
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/09/13/mtagdp.html b/blog/2016/09/13/mtagdp.html
index 26a4941af..c73e0a62b 100644
--- a/blog/2016/09/13/mtagdp.html
+++ b/blog/2016/09/13/mtagdp.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -286,6 +286,7 @@ <h2 id="caveat-and-disclaimer-from-the-mbie-website">Caveat and disclaimer from
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/09/16/version-control.html b/blog/2016/09/16/version-control.html
index aed288ad2..c825f0284 100644
--- a/blog/2016/09/16/version-control.html
+++ b/blog/2016/09/16/version-control.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -286,6 +286,7 @@ <h2 id="summing-up">Summing up</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/09/18/nzes1.html b/blog/2016/09/18/nzes1.html
index 78ffca32f..f4ea26961 100644
--- a/blog/2016/09/18/nzes1.html
+++ b/blog/2016/09/18/nzes1.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -401,6 +401,7 @@ <h3 id="just-the-numbers">Just the numbers</h3>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/10/12/ggsdc-rents.html b/blog/2016/10/12/ggsdc-rents.html
index b0820901b..275437830 100644
--- a/blog/2016/10/12/ggsdc-rents.html
+++ b/blog/2016/10/12/ggsdc-rents.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -299,6 +299,7 @@ <h2 id="more">More</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/10/15/snz-api.html b/blog/2016/10/15/snz-api.html
index 3954b28de..40fbdd09c 100644
--- a/blog/2016/10/15/snz-api.html
+++ b/blog/2016/10/15/snz-api.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -302,6 +302,7 @@ <h2 id="usage">Usage</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/10/19/Tcomp.html b/blog/2016/10/19/Tcomp.html
index e16225329..a182cfe4e 100644
--- a/blog/2016/10/19/Tcomp.html
+++ b/blog/2016/10/19/Tcomp.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -374,6 +374,7 @@ <h2 id="more-comprehensive-use">More comprehensive use</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/10/29/538-pollsters.html b/blog/2016/10/29/538-pollsters.html
index c616c1f94..4559ef8e0 100644
--- a/blog/2016/10/29/538-pollsters.html
+++ b/blog/2016/10/29/538-pollsters.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -401,6 +401,7 @@ <h2 id="who-are-all-these-pollsters">Who are all these pollsters?</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/11/06/forecastxgb.html b/blog/2016/11/06/forecastxgb.html
index c93cc8bac..9b7316a49 100644
--- a/blog/2016/11/06/forecastxgb.html
+++ b/blog/2016/11/06/forecastxgb.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -358,6 +358,7 @@ <h2>At a glance:</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/11/15/piecharts.html b/blog/2016/11/15/piecharts.html
index 004292b05..414a41579 100644
--- a/blog/2016/11/15/piecharts.html
+++ b/blog/2016/11/15/piecharts.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -255,6 +255,7 @@ <h2>At a glance:</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/11/19/earthquakes.html b/blog/2016/11/19/earthquakes.html
index 1b6019c42..87da31ff7 100644
--- a/blog/2016/11/19/earthquakes.html
+++ b/blog/2016/11/19/earthquakes.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -399,6 +399,7 @@ <h2 id="total-energy-on-a-logarithmic-scale">Total energy on a logarithmic scale
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/11/24/seaice.html b/blog/2016/11/24/seaice.html
index 2aff0c23f..b5f68171b 100644
--- a/blog/2016/11/24/seaice.html
+++ b/blog/2016/11/24/seaice.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -363,6 +363,7 @@ <h2 id="time-series-analysis">Time series analysis</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/11/27/ets-friends.html b/blog/2016/11/27/ets-friends.html
index 48793bbca..e6c3f79cb 100644
--- a/blog/2016/11/27/ets-friends.html
+++ b/blog/2016/11/27/ets-friends.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -373,6 +373,7 @@ <h2 id="a-systematic-comparison">A systematic comparison</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/12/07/arima-prediction-intervals.html b/blog/2016/12/07/arima-prediction-intervals.html
index e1a8dd46a..0cfa55b5a 100644
--- a/blog/2016/12/07/arima-prediction-intervals.html
+++ b/blog/2016/12/07/arima-prediction-intervals.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -362,6 +362,7 @@ <h2 id="code">Code</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/12/10/extrapolation.html b/blog/2016/12/10/extrapolation.html
index 7efb01305..6524595a0 100644
--- a/blog/2016/12/10/extrapolation.html
+++ b/blog/2016/12/10/extrapolation.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -317,6 +317,7 @@ <h2 id="tree-based-limitations-with-extrapolation">Tree-based limitations with e
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/12/18/air-quality-india.html b/blog/2016/12/18/air-quality-india.html
index 528ed55dd..fce889ccd 100644
--- a/blog/2016/12/18/air-quality-india.html
+++ b/blog/2016/12/18/air-quality-india.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -445,6 +445,7 @@ <h2 id="delhi-time-series-analysis">Delhi time series analysis</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/12/24/forecastHybrid-0.3.html b/blog/2016/12/24/forecastHybrid-0.3.html
index effa1a417..8a0805903 100644
--- a/blog/2016/12/24/forecastHybrid-0.3.html
+++ b/blog/2016/12/24/forecastHybrid-0.3.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -329,6 +329,7 @@ <h2 id="feedback-and-suggestions">Feedback and suggestions</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/12/26/shadow-economy.html b/blog/2016/12/26/shadow-economy.html
index eccded88c..bc873615c 100644
--- a/blog/2016/12/26/shadow-economy.html
+++ b/blog/2016/12/26/shadow-economy.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -357,6 +357,7 @@ <h2 id="analysis">Analysis</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2016/12/31/sparse-bags.html b/blog/2016/12/31/sparse-bags.html
index 4d0db7dfa..a10b90797 100644
--- a/blog/2016/12/31/sparse-bags.html
+++ b/blog/2016/12/31/sparse-bags.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -537,6 +537,7 @@ <h2 id="topic-modelling-in-r">Topic modelling in R</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2017/01/05/topic-model-cv.html b/blog/2017/01/05/topic-model-cv.html
index aa9e6c1bb..4ea0d3a0d 100644
--- a/blog/2017/01/05/topic-model-cv.html
+++ b/blog/2017/01/05/topic-model-cv.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -447,6 +447,7 @@ <h2 id="a-small-note-on-topicmodels-in-linux">A small note on <code class="langu
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2017/01/14/books.html b/blog/2017/01/14/books.html
index c240e82d0..4027ba9c9 100644
--- a/blog/2017/01/14/books.html
+++ b/blog/2017/01/14/books.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -344,6 +344,7 @@ <h2 id="some-other-peoples-recommended-books">Some other people’s recommended
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2017/01/22/forecast-seasadj-lambda.html b/blog/2017/01/22/forecast-seasadj-lambda.html
index c194e6c14..a0137f3a3 100644
--- a/blog/2017/01/22/forecast-seasadj-lambda.html
+++ b/blog/2017/01/22/forecast-seasadj-lambda.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -675,6 +675,7 @@ <h2 id="code">Code</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2017/01/23/inaugural-speeches.html b/blog/2017/01/23/inaugural-speeches.html
index 62abb1935..7da2a5de9 100644
--- a/blog/2017/01/23/inaugural-speeches.html
+++ b/blog/2017/01/23/inaugural-speeches.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -410,6 +410,7 @@ <h2 id="code">Code</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2017/02/18/svmlite.html b/blog/2017/02/18/svmlite.html
index feb68684d..5e9041a25 100644
--- a/blog/2017/02/18/svmlite.html
+++ b/blog/2017/02/18/svmlite.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -627,6 +627,7 @@ <h3 id="analysis">Analysis</h3>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2017/02/26/appeal-circuits.html b/blog/2017/02/26/appeal-circuits.html
index 2578635ff..898cbcf52 100644
--- a/blog/2017/02/26/appeal-circuits.html
+++ b/blog/2017/02/26/appeal-circuits.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -385,6 +385,7 @@ <h2 id="inferential-analysis">Inferential analysis</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2017/03/04/childrens-books.html b/blog/2017/03/04/childrens-books.html
index 345e09af0..bc32bddbd 100644
--- a/blog/2017/03/04/childrens-books.html
+++ b/blog/2017/03/04/childrens-books.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -337,6 +337,7 @@ <h2 id="code">Code</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2017/03/11/nzelect-0.3.0.html b/blog/2017/03/11/nzelect-0.3.0.html
index fc205b87a..a9b7f044b 100644
--- a/blog/2017/03/11/nzelect-0.3.0.html
+++ b/blog/2017/03/11/nzelect-0.3.0.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -404,6 +404,7 @@ <h2 id="converting-voting-results-to-seats">Converting voting results to seats</
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2017/03/12/stepwise-timeseries.html b/blog/2017/03/12/stepwise-timeseries.html
index 968db28a0..fff229918 100644
--- a/blog/2017/03/12/stepwise-timeseries.html
+++ b/blog/2017/03/12/stepwise-timeseries.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -478,6 +478,7 @@ <h2 id="code">Code</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2017/03/21/house-effects.html b/blog/2017/03/21/house-effects.html
index 6ecf8d1ab..b7cf85ee6 100644
--- a/blog/2017/03/21/house-effects.html
+++ b/blog/2017/03/21/house-effects.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -466,6 +466,7 @@ <h2 id="r-code">R code</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2017/03/26/election-forecasts.html b/blog/2017/03/26/election-forecasts.html
index b0417fe72..36125aa16 100644
--- a/blog/2017/03/26/election-forecasts.html
+++ b/blog/2017/03/26/election-forecasts.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -254,6 +254,7 @@ <h2 id="quality-control">Quality control</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2017/04/09/propensity-v-regression.html b/blog/2017/04/09/propensity-v-regression.html
index d4fa10e31..defe324ed 100644
--- a/blog/2017/04/09/propensity-v-regression.html
+++ b/blog/2017/04/09/propensity-v-regression.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -503,6 +503,7 @@ <h3 id="bootstrap-or-cross-validation-must-envelope-the-propensity-modelling">Bo
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2017/04/15/propensity-simulations.html b/blog/2017/04/15/propensity-simulations.html
index 8619e4f9d..f901a2e9d 100644
--- a/blog/2017/04/15/propensity-simulations.html
+++ b/blog/2017/04/15/propensity-simulations.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -518,6 +518,7 @@ <h2 id="r-code">R code</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2017/04/23/cartograms.html b/blog/2017/04/23/cartograms.html
index a4123975c..212dc0abf 100644
--- a/blog/2017/04/23/cartograms.html
+++ b/blog/2017/04/23/cartograms.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -322,6 +322,7 @@ <h2 id="scapetoad-and-cartograms">ScapeToad and cartograms</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2017/04/25/more-cartograms.html b/blog/2017/04/25/more-cartograms.html
index 135a7338e..d3be089e0 100644
--- a/blog/2017/04/25/more-cartograms.html
+++ b/blog/2017/04/25/more-cartograms.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -250,6 +250,7 @@ <h2>At a glance:</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2017/04/30/micromaps.html b/blog/2017/04/30/micromaps.html
index 0d298f4f4..1f27088e1 100644
--- a/blog/2017/04/30/micromaps.html
+++ b/blog/2017/04/30/micromaps.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -537,6 +537,7 @@ <h2 id="bonus---area-unit-cartograms">Bonus - area unit cartograms</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2017/05/06/nz-first.html b/blog/2017/05/06/nz-first.html
index 129a538b1..81dfffabb 100644
--- a/blog/2017/05/06/nz-first.html
+++ b/blog/2017/05/06/nz-first.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -861,6 +861,7 @@ <h1 id="discussion">Discussion</h1>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2017/05/14/nzes-app.html b/blog/2017/05/14/nzes-app.html
index 9bf813802..1b9dc7b7d 100644
--- a/blog/2017/05/14/nzes-app.html
+++ b/blog/2017/05/14/nzes-app.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -219,6 +219,7 @@ <h2>At a glance:</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2017/05/21/nzes-sankey.html b/blog/2017/05/21/nzes-sankey.html
index f80ec33ce..59cbf192d 100644
--- a/blog/2017/05/21/nzes-sankey.html
+++ b/blog/2017/05/21/nzes-sankey.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -486,6 +486,7 @@ <h2 id="code">Code</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2017/06/04/military-gdp.html b/blog/2017/06/04/military-gdp.html
index d1225a2d4..0a886a350 100644
--- a/blog/2017/06/04/military-gdp.html
+++ b/blog/2017/06/04/military-gdp.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -619,6 +619,7 @@ <h2 id="interactive-leaflet-choropleth">Interactive leaflet choropleth</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2017/06/17/microdata-access.html b/blog/2017/06/17/microdata-access.html
index f674ea7db..39a9cf711 100644
--- a/blog/2017/06/17/microdata-access.html
+++ b/blog/2017/06/17/microdata-access.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -275,6 +275,7 @@ <h3 id="stats-nz-is-showing-leadership-on-open-data--open-science">Stats NZ is s
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2017/06/24/oz-polls-statespace.html b/blog/2017/06/24/oz-polls-statespace.html
index 0ac5fb9cf..eac0108f9 100644
--- a/blog/2017/06/24/oz-polls-statespace.html
+++ b/blog/2017/06/24/oz-polls-statespace.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -573,6 +573,7 @@ <h2 id="estimates-of-polling-house-effects">Estimates of polling house effects</
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2017/07/02/family-violence.html b/blog/2017/07/02/family-violence.html
index 7de00fdf2..6822e7660 100644
--- a/blog/2017/07/02/family-violence.html
+++ b/blog/2017/07/02/family-violence.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -411,6 +411,7 @@ <h2 id="modelling">Modelling</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2017/07/09/oz-polls-revisited.html b/blog/2017/07/09/oz-polls-revisited.html
index 556e3ec64..696281285 100644
--- a/blog/2017/07/09/oz-polls-revisited.html
+++ b/blog/2017/07/09/oz-polls-revisited.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -492,6 +492,7 @@ <h2 id="final-model">Final model</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2017/07/13/voter-turnout.html b/blog/2017/07/13/voter-turnout.html
index 447522da0..75850a931 100644
--- a/blog/2017/07/13/voter-turnout.html
+++ b/blog/2017/07/13/voter-turnout.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -540,6 +540,7 @@ <h2 id="code">Code</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2017/07/22/inter-country-inequality.html b/blog/2017/07/22/inter-country-inequality.html
index 694cbad82..dcd8fde78 100644
--- a/blog/2017/07/22/inter-country-inequality.html
+++ b/blog/2017/07/22/inter-country-inequality.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -596,6 +596,7 @@ <h2 id="bonus---forecasting-inter-country-inequality">Bonus - forecasting inter-
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2017/08/05/weighted-gini.html b/blog/2017/08/05/weighted-gini.html
index f04fb1ced..10d9998fe 100644
--- a/blog/2017/08/05/weighted-gini.html
+++ b/blog/2017/08/05/weighted-gini.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -430,6 +430,7 @@ <h3 id="q3-what-does-the-sampling-distribution-of-gini-from-a-weighted-complex-s
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2017/08/19/quantiles-gini.html b/blog/2017/08/19/quantiles-gini.html
index d3e6cfc49..9187a9a9c 100644
--- a/blog/2017/08/19/quantiles-gini.html
+++ b/blog/2017/08/19/quantiles-gini.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -472,6 +472,7 @@ <h2 id="applying-this-method-to-the-lakner-milanovic-inequality-data">Applying t
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2017/08/20/nzes-so-far.html b/blog/2017/08/20/nzes-so-far.html
index 5463f3206..fcaa01b55 100644
--- a/blog/2017/08/20/nzes-so-far.html
+++ b/blog/2017/08/20/nzes-so-far.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -270,6 +270,7 @@ <h3 id="6-cross-tab-tool"><a href="/blog/2017/08/20/nzes-so-far">6. Cross tab to
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2017/09/09/nzpolls-again.html b/blog/2017/09/09/nzpolls-again.html
index eb2eb1f65..f336b9f11 100644
--- a/blog/2017/09/09/nzpolls-again.html
+++ b/blog/2017/09/09/nzpolls-again.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -257,6 +257,7 @@ <h2 id="the-long-view">The long view</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2017/09/09/rmarkdown.html b/blog/2017/09/09/rmarkdown.html
index b2dbb1ec4..914d4242f 100644
--- a/blog/2017/09/09/rmarkdown.html
+++ b/blog/2017/09/09/rmarkdown.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -462,6 +462,7 @@ <h2 id="end-result">End result</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2017/09/16/time-varying-house-effects.html b/blog/2017/09/16/time-varying-house-effects.html
index 23a1fabae..5611bc44f 100644
--- a/blog/2017/09/16/time-varying-house-effects.html
+++ b/blog/2017/09/16/time-varying-house-effects.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -252,6 +252,7 @@ <h2 id="what-happens-when-the-pollster-changes-their-method">What happens when t
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2017/10/05/nzelect-0-4-0.html b/blog/2017/10/05/nzelect-0-4-0.html
index 6ecf9ee17..7879333ab 100644
--- a/blog/2017/10/05/nzelect-0-4-0.html
+++ b/blog/2017/10/05/nzelect-0-4-0.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -332,6 +332,7 @@ <h2 id="what-next">What next?</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2017/10/07/election-results.html b/blog/2017/10/07/election-results.html
index 63f5d1c7b..e437ea44b 100644
--- a/blog/2017/10/07/election-results.html
+++ b/blog/2017/10/07/election-results.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -361,6 +361,7 @@ <h2 id="code">Code</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2017/10/15/traffic-crashes.html b/blog/2017/10/15/traffic-crashes.html
index 63bd01e06..ef0710bf6 100644
--- a/blog/2017/10/15/traffic-crashes.html
+++ b/blog/2017/10/15/traffic-crashes.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -628,6 +628,7 @@ <h2 id="regional-relationship-with-holidays">Regional relationship with holidays
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2017/11/19/plague-seasonality.html b/blog/2017/11/19/plague-seasonality.html
index 658c0fd23..d2b14161c 100644
--- a/blog/2017/11/19/plague-seasonality.html
+++ b/blog/2017/11/19/plague-seasonality.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -441,6 +441,7 @@ <h2 id="the-original">The original</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2017/12/09/sql-and-r.html b/blog/2017/12/09/sql-and-r.html
index e0579e61e..b0f78e135 100644
--- a/blog/2017/12/09/sql-and-r.html
+++ b/blog/2017/12/09/sql-and-r.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -485,6 +485,7 @@ <h2 id="an-odd-quirk-with-sql-loops-cutting-short-with-odbc">An odd quirk with S
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2018/01/23/recruiting.html b/blog/2018/01/23/recruiting.html
index 014080ee1..e83959e29 100644
--- a/blog/2018/01/23/recruiting.html
+++ b/blog/2018/01/23/recruiting.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -385,6 +385,7 @@ <h2 id="summary">Summary</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2018/02/03/ivs.html b/blog/2018/02/03/ivs.html
index 6e174bd4c..6ab37e4ab 100644
--- a/blog/2018/02/03/ivs.html
+++ b/blog/2018/02/03/ivs.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -508,6 +508,7 @@ <h2 id="relationship-between-visits-and-spend">Relationship between visits and s
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2018/02/10/ethnicity.html b/blog/2018/02/10/ethnicity.html
index aec0330f7..5058154d3 100644
--- a/blog/2018/02/10/ethnicity.html
+++ b/blog/2018/02/10/ethnicity.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -276,6 +276,7 @@ <h2>At a glance:</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2018/02/17/books-2017.html b/blog/2018/02/17/books-2017.html
index be3105971..d45bc368d 100644
--- a/blog/2018/02/17/books-2017.html
+++ b/blog/2018/02/17/books-2017.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -316,6 +316,7 @@ <h2 id="3-stars">3 stars</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2018/02/24/following-followers.html b/blog/2018/02/24/following-followers.html
index c619323d7..5650eeed8 100644
--- a/blog/2018/02/24/following-followers.html
+++ b/blog/2018/02/24/following-followers.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -579,6 +579,7 @@ <h2 id="modelling">Modelling</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2018/03/20/truncated-poisson.html b/blog/2018/03/20/truncated-poisson.html
index a4bc94814..ae2a89aaf 100644
--- a/blog/2018/03/20/truncated-poisson.html
+++ b/blog/2018/03/20/truncated-poisson.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -333,6 +333,7 @@ <h2 id="bayesian">Bayesian</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2018/04/01/truncated-negbin-gun-violence.html b/blog/2018/04/01/truncated-negbin-gun-violence.html
index cdf26b9ae..08f25038c 100644
--- a/blog/2018/04/01/truncated-negbin-gun-violence.html
+++ b/blog/2018/04/01/truncated-negbin-gun-violence.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -585,6 +585,7 @@ <h2 id="summary">Summary</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2018/04/11/weighted-survey-data-with-power-bi.html b/blog/2018/04/11/weighted-survey-data-with-power-bi.html
index 6b639c3c2..af76842e3 100644
--- a/blog/2018/04/11/weighted-survey-data-with-power-bi.html
+++ b/blog/2018/04/11/weighted-survey-data-with-power-bi.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -334,6 +334,7 @@ <h2 id="weights-in-power-bi">Weights in Power BI</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2018/05/05/survey-books-and-courses.html b/blog/2018/05/05/survey-books-and-courses.html
index 8e5af6207..7d40d3f0f 100644
--- a/blog/2018/05/05/survey-books-and-courses.html
+++ b/blog/2018/05/05/survey-books-and-courses.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -280,6 +280,7 @@ <h3 id="processing-analysis-and-sample-design">Processing, analysis and sample d
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2018/05/13/nz-govt-shinyapps.html b/blog/2018/05/13/nz-govt-shinyapps.html
index b12c2783b..68e504293 100644
--- a/blog/2018/05/13/nz-govt-shinyapps.html
+++ b/blog/2018/05/13/nz-govt-shinyapps.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -318,6 +318,7 @@ <h3 id="making-animated-gifs-of-websites">Making animated GIFs of websites</h3>
 			<footer>
 	    		<gcse:search></gcse:search>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
 			
diff --git a/blog/2018/05/31/life-expectancy.html b/blog/2018/05/31/life-expectancy.html
index 8e8980cf3..6ceffba03 100644
--- a/blog/2018/05/31/life-expectancy.html
+++ b/blog/2018/05/31/life-expectancy.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -411,6 +411,7 @@ <h2 id="impact-on-life-expectancy-of-changing-a-single-age-groups-death-rate">Im
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2018/06/15/ggseas-and-tcomp-update.html b/blog/2018/06/15/ggseas-and-tcomp-update.html
index 2a7e99534..0c46dd26a 100644
--- a/blog/2018/06/15/ggseas-and-tcomp-update.html
+++ b/blog/2018/06/15/ggseas-and-tcomp-update.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -278,6 +278,7 @@ <h2 id="reflections-on-testing">Reflections on testing</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2018/06/26/fertility-rate.html b/blog/2018/06/26/fertility-rate.html
index 9dc4ebf94..45f4f01c2 100644
--- a/blog/2018/06/26/fertility-rate.html
+++ b/blog/2018/06/26/fertility-rate.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -262,6 +262,7 @@ <h2 id="shining-up-shiny">Shining up Shiny</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2018/07/01/petrol-spend.html b/blog/2018/07/01/petrol-spend.html
index 9ecc6b4d6..908969706 100644
--- a/blog/2018/07/01/petrol-spend.html
+++ b/blog/2018/07/01/petrol-spend.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -461,6 +461,7 @@ <h3 id="who-is-likely-to-spend-nothing-on-petrol-at-all">Who is likely to spend
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2018/07/07/twitter-monitor.html b/blog/2018/07/07/twitter-monitor.html
index fc1148e14..3054c0608 100644
--- a/blog/2018/07/07/twitter-monitor.html
+++ b/blog/2018/07/07/twitter-monitor.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -544,6 +544,7 @@ <h3 id="what-do-we-find-out">What do we find out?</h3>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2018/08/01/business-expectations.html b/blog/2018/08/01/business-expectations.html
index 7cb8ff7d6..a970c75bf 100644
--- a/blog/2018/08/01/business-expectations.html
+++ b/blog/2018/08/01/business-expectations.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -550,6 +550,7 @@ <h2 id="code">Code</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2018/08/10/leading-indicators.html b/blog/2018/08/10/leading-indicators.html
index 772773112..521ccb16f 100644
--- a/blog/2018/08/10/leading-indicators.html
+++ b/blog/2018/08/10/leading-indicators.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -750,6 +750,7 @@ <h2 id="timeseries-method">Timeseries method</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2018/08/14/fuel-prices.html b/blog/2018/08/14/fuel-prices.html
index 552a38297..3fe40f0b3 100644
--- a/blog/2018/08/14/fuel-prices.html
+++ b/blog/2018/08/14/fuel-prices.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -662,6 +662,7 @@ <h2 id="observations-per-region">Observations per region</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2018/08/17/risk-ratios.html b/blog/2018/08/17/risk-ratios.html
index 1d1aa2dd9..20cc78706 100644
--- a/blog/2018/08/17/risk-ratios.html
+++ b/blog/2018/08/17/risk-ratios.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -344,6 +344,7 @@ <h3 id="modification-history">Modification history</h3>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2018/08/24/simulating-survey.html b/blog/2018/08/24/simulating-survey.html
index 799c374e8..3553477ca 100644
--- a/blog/2018/08/24/simulating-survey.html
+++ b/blog/2018/08/24/simulating-survey.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -792,6 +792,7 @@ <h2 id="modelling">Modelling</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2018/08/31/melbourne-rents.html b/blog/2018/08/31/melbourne-rents.html
index 40bbca913..317475b34 100644
--- a/blog/2018/08/31/melbourne-rents.html
+++ b/blog/2018/08/31/melbourne-rents.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -448,6 +448,7 @@ <h2 id="price-and-volume">Price and volume</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2018/09/26/sri-lanka-arrivals.html b/blog/2018/09/26/sri-lanka-arrivals.html
index b713af427..fb3eacd6b 100644
--- a/blog/2018/09/26/sri-lanka-arrivals.html
+++ b/blog/2018/09/26/sri-lanka-arrivals.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -404,6 +404,7 @@ <h2 id="r-code">R code</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2018/10/07/inequality-groups.html b/blog/2018/10/07/inequality-groups.html
index 166df7141..08ed81b37 100644
--- a/blog/2018/10/07/inequality-groups.html
+++ b/blog/2018/10/07/inequality-groups.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -641,6 +641,7 @@ <h2 id="code">Code</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2018/10/27/dice-games.html b/blog/2018/10/27/dice-games.html
index 557415598..7ea32b3e3 100644
--- a/blog/2018/10/27/dice-games.html
+++ b/blog/2018/10/27/dice-games.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -347,6 +347,7 @@ <h2 id="key-points">Key points</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2018/11/06/suppressed-data.html b/blog/2018/11/06/suppressed-data.html
index b42dd9db5..d47922638 100644
--- a/blog/2018/11/06/suppressed-data.html
+++ b/blog/2018/11/06/suppressed-data.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -724,6 +724,7 @@ <h2 id="generalized-linear-model">Generalized linear model</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2018/11/18/suppressed-data-2.html b/blog/2018/11/18/suppressed-data-2.html
index 1ef8e6715..5d24536c3 100644
--- a/blog/2018/11/18/suppressed-data-2.html
+++ b/blog/2018/11/18/suppressed-data-2.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -715,6 +715,7 @@ <h2 id="code">Code</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2018/11/24/counting-digits.html b/blog/2018/11/24/counting-digits.html
index 79bf2697c..ff15afe35 100644
--- a/blog/2018/11/24/counting-digits.html
+++ b/blog/2018/11/24/counting-digits.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -391,6 +391,7 @@ <h2 id="benfords-law">Benford’s law</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2018/12/01/number-births.html b/blog/2018/12/01/number-births.html
index 822edaf98..e1a2096e5 100644
--- a/blog/2018/12/01/number-births.html
+++ b/blog/2018/12/01/number-births.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -461,6 +461,7 @@ <h2 id="cumulative-births">Cumulative births</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2018/12/23/persian-monarchs.html b/blog/2018/12/23/persian-monarchs.html
index 56e9087b2..5a985d93d 100644
--- a/blog/2018/12/23/persian-monarchs.html
+++ b/blog/2018/12/23/persian-monarchs.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -664,6 +664,7 @@ <h3 id="reflection">Reflection</h3>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2019/01/26/world-agreeing.html b/blog/2019/01/26/world-agreeing.html
index 80a39bf21..888d9ca09 100644
--- a/blog/2019/01/26/world-agreeing.html
+++ b/blog/2019/01/26/world-agreeing.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -586,6 +586,7 @@ <h2 id="analysis">Analysis</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2019/02/20/voting-seasonality.html b/blog/2019/02/20/voting-seasonality.html
index 7af4f408a..5fd5070d4 100644
--- a/blog/2019/02/20/voting-seasonality.html
+++ b/blog/2019/02/20/voting-seasonality.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -619,6 +619,7 @@ <h2 id="thanksgiving">Thanksgiving</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2019/03/02/aust-election-1.html b/blog/2019/03/02/aust-election-1.html
index 6b1e54c66..873f217b4 100644
--- a/blog/2019/03/02/aust-election-1.html
+++ b/blog/2019/03/02/aust-election-1.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -502,6 +502,7 @@ <h2 id="state-space-modelling">State space modelling</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2019/03/11/aust-election-2-swings.html b/blog/2019/03/11/aust-election-2-swings.html
index 2eec34c1a..32ab75c8e 100644
--- a/blog/2019/03/11/aust-election-2-swings.html
+++ b/blog/2019/03/11/aust-election-2-swings.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -742,6 +742,7 @@ <h2 id="and-the-answer-is">And the answer is…</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2019/03/23/afl-elo.html b/blog/2019/03/23/afl-elo.html
index 1572ef94f..18f640ad2 100644
--- a/blog/2019/03/23/afl-elo.html
+++ b/blog/2019/03/23/afl-elo.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -766,6 +766,7 @@ <h2 id="and-the-answer-is">And the answer is…</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2019/03/30/afl-elo-adjusted.html b/blog/2019/03/30/afl-elo-adjusted.html
index 36c03e90a..7a09102ba 100644
--- a/blog/2019/03/30/afl-elo-adjusted.html
+++ b/blog/2019/03/30/afl-elo-adjusted.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -1105,6 +1105,7 @@ <h2 id="this-weeks-predictions-are">This weeks’ predictions are…</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2019/03/31/fed-election-page.html b/blog/2019/03/31/fed-election-page.html
index bd967b73d..6f60776e4 100644
--- a/blog/2019/03/31/fed-election-page.html
+++ b/blog/2019/03/31/fed-election-page.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -231,6 +231,7 @@ <h2 id="code-for-these-forecasts">Code for these forecasts</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2019/04/07/fonts-and-stuff.html b/blog/2019/04/07/fonts-and-stuff.html
index 9096f246f..3af522f63 100644
--- a/blog/2019/04/07/fonts-and-stuff.html
+++ b/blog/2019/04/07/fonts-and-stuff.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -443,6 +443,7 @@ <h2 id="solving-the-web-font-problem-for-svglite">Solving the web font problem f
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2019/04/20/yield-curve.html b/blog/2019/04/20/yield-curve.html
index f74e07621..167e03272 100644
--- a/blog/2019/04/20/yield-curve.html
+++ b/blog/2019/04/20/yield-curve.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -615,6 +615,7 @@ <h2 id="reflections">Reflections</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2019/04/22/AES-intro.html b/blog/2019/04/22/AES-intro.html
index 623d98fab..deb2cd27f 100644
--- a/blog/2019/04/22/AES-intro.html
+++ b/blog/2019/04/22/AES-intro.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -1088,6 +1088,7 @@ <h2 id="final-word">Final word</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2019/05/15/polls-misc.html b/blog/2019/05/15/polls-misc.html
index 94107f8e1..41470d8d3 100644
--- a/blog/2019/05/15/polls-misc.html
+++ b/blog/2019/05/15/polls-misc.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -543,6 +543,7 @@ <h2 id="the-r-packages-that-make-this-possible">The R packages that make this po
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2019/05/19/polls-v-results.html b/blog/2019/05/19/polls-v-results.html
index f4302c5c2..b0ac925cb 100644
--- a/blog/2019/05/19/polls-v-results.html
+++ b/blog/2019/05/19/polls-v-results.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -260,6 +260,7 @@ <h2>At a glance:</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2019/06/28/too-important-for-data-scientists.html b/blog/2019/06/28/too-important-for-data-scientists.html
index 52cf982ea..7fa92a405 100644
--- a/blog/2019/06/28/too-important-for-data-scientists.html
+++ b/blog/2019/06/28/too-important-for-data-scientists.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -219,6 +219,7 @@ <h2>At a glance:</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2019/07/20/time-series-cv.html b/blog/2019/07/20/time-series-cv.html
index 0a37f136f..5a9987007 100644
--- a/blog/2019/07/20/time-series-cv.html
+++ b/blog/2019/07/20/time-series-cv.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -464,6 +464,7 @@ <h2 id="time-series-cross-validation">Time series cross-validation</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2019/07/28/unemployment-forecasts.html b/blog/2019/07/28/unemployment-forecasts.html
index de6b90a6f..ed815e45b 100644
--- a/blog/2019/07/28/unemployment-forecasts.html
+++ b/blog/2019/07/28/unemployment-forecasts.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -886,6 +886,7 @@ <h2 id="unfinished-business">Unfinished business</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2019/08/25/fitting-bins.html b/blog/2019/08/25/fitting-bins.html
index 85eb8fc57..71e2683ac 100644
--- a/blog/2019/08/25/fitting-bins.html
+++ b/blog/2019/08/25/fitting-bins.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -618,6 +618,7 @@ <h2 id="conclusion">Conclusion</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2019/09/07/mass-shootings-oz.html b/blog/2019/09/07/mass-shootings-oz.html
index 8affb2586..4d953fcfe 100644
--- a/blog/2019/09/07/mass-shootings-oz.html
+++ b/blog/2019/09/07/mass-shootings-oz.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -615,6 +615,7 @@ <h2 id="footnotes">Footnotes</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2019/11/03/re-creating-microdata.html b/blog/2019/11/03/re-creating-microdata.html
index 0f972cf22..d5e59dcc0 100644
--- a/blog/2019/11/03/re-creating-microdata.html
+++ b/blog/2019/11/03/re-creating-microdata.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -1236,6 +1236,7 @@ <h2 id="acknowledgement-and-caveat">Acknowledgement and caveat</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2019/11/09/sampling-from-urns.html b/blog/2019/11/09/sampling-from-urns.html
index 95da49abf..c7271bee0 100644
--- a/blog/2019/11/09/sampling-from-urns.html
+++ b/blog/2019/11/09/sampling-from-urns.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -435,6 +435,7 @@ <h2 id="reflections">Reflections</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2019/11/24/cost-benefit-analysis.html b/blog/2019/11/24/cost-benefit-analysis.html
index 197bed4b5..7adcf71f0 100644
--- a/blog/2019/11/24/cost-benefit-analysis.html
+++ b/blog/2019/11/24/cost-benefit-analysis.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -551,6 +551,7 @@ <h2 id="conclusion">Conclusion</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2019/12/22/nyc-taxis-sql.html b/blog/2019/12/22/nyc-taxis-sql.html
index 3b46eac7c..30825ad94 100644
--- a/blog/2019/12/22/nyc-taxis-sql.html
+++ b/blog/2019/12/22/nyc-taxis-sql.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -691,6 +691,7 @@ <h2 id="modelling-average-fare">Modelling average fare</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2020/01/26/tennis-seeding.html b/blog/2020/01/26/tennis-seeding.html
index 17bc9952d..aba47e0a8 100644
--- a/blog/2020/01/26/tennis-seeding.html
+++ b/blog/2020/01/26/tennis-seeding.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -625,6 +625,7 @@ <h2 id="simulating-tournament-draws-and-results">Simulating tournament draws and
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2020/02/01/tennis-carroll.html b/blog/2020/02/01/tennis-carroll.html
index 4106a233f..0576f1174 100644
--- a/blog/2020/02/01/tennis-carroll.html
+++ b/blog/2020/02/01/tennis-carroll.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -760,6 +760,7 @@ <h3 id="code">Code</h3>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2020/02/23/bmi.html b/blog/2020/02/23/bmi.html
index 673e5d58a..e12b9948c 100644
--- a/blog/2020/02/23/bmi.html
+++ b/blog/2020/02/23/bmi.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -556,6 +556,7 @@ <h3 id="code">Code</h3>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2020/03/01/bmi-2.html b/blog/2020/03/01/bmi-2.html
index a61a6f174..00a5eea17 100644
--- a/blog/2020/03/01/bmi-2.html
+++ b/blog/2020/03/01/bmi-2.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -514,6 +514,7 @@ <h3 id="modelling-code">Modelling code</h3>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2020/03/07/nzes-app.html b/blog/2020/03/07/nzes-app.html
index 56bce79c2..2477ca2f2 100644
--- a/blog/2020/03/07/nzes-app.html
+++ b/blog/2020/03/07/nzes-app.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -262,6 +262,7 @@ <h2 id="source-code">Source code</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2020/03/17/covid19-cfr.html b/blog/2020/03/17/covid19-cfr.html
index 5c023fa3c..6a1525537 100644
--- a/blog/2020/03/17/covid19-cfr.html
+++ b/blog/2020/03/17/covid19-cfr.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -336,6 +336,7 @@ <h2 id="evolving-understanding-over-time-of-case-fatality-rate">Evolving underst
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2020/03/21/covid19-cfr-demographics.html b/blog/2020/03/21/covid19-cfr-demographics.html
index 179af38fb..69db4c685 100644
--- a/blog/2020/03/21/covid19-cfr-demographics.html
+++ b/blog/2020/03/21/covid19-cfr-demographics.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -388,6 +388,7 @@ <h2 id="what-does-it-all-mean">What does it all mean?</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2020/04/06/crazy-fox-y-axis.html b/blog/2020/04/06/crazy-fox-y-axis.html
index 49f83d554..f9bb4f28c 100644
--- a/blog/2020/04/06/crazy-fox-y-axis.html
+++ b/blog/2020/04/06/crazy-fox-y-axis.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -309,6 +309,7 @@ <h2>At a glance:</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2020/04/18/pred-interval-from-log-linear.html b/blog/2020/04/18/pred-interval-from-log-linear.html
index d48e29ea0..d928876c1 100644
--- a/blog/2020/04/18/pred-interval-from-log-linear.html
+++ b/blog/2020/04/18/pred-interval-from-log-linear.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -317,6 +317,7 @@ <h3 id="prediction-interval-with-glm-and-a-log-link-function">Prediction interva
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2020/05/09/covid-population-incidence.html b/blog/2020/05/09/covid-population-incidence.html
index 11532caee..a11e88abd 100644
--- a/blog/2020/05/09/covid-population-incidence.html
+++ b/blog/2020/05/09/covid-population-incidence.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -314,6 +314,7 @@ <h2 id="code">Code</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2020/05/17/covid-texas-incidence.html b/blog/2020/05/17/covid-texas-incidence.html
index 6694fbc2d..721e97856 100644
--- a/blog/2020/05/17/covid-texas-incidence.html
+++ b/blog/2020/05/17/covid-texas-incidence.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -317,6 +317,7 @@ <h2>At a glance:</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2020/05/23/ordering-in-bar-charts.html b/blog/2020/05/23/ordering-in-bar-charts.html
index 3204dcb9a..46b17b53d 100644
--- a/blog/2020/05/23/ordering-in-bar-charts.html
+++ b/blog/2020/05/23/ordering-in-bar-charts.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -346,6 +346,7 @@ <h2 id="a-better-visualisation">A better visualisation</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2020/05/30/implausible-health-data-firm.html b/blog/2020/05/30/implausible-health-data-firm.html
index ca0aa8860..40c89bb3b 100644
--- a/blog/2020/05/30/implausible-health-data-firm.html
+++ b/blog/2020/05/30/implausible-health-data-firm.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -341,6 +341,7 @@ <h2 id="some-other-criticisms">Some other criticisms</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2020/06/06/nz-2020-forecasts.html b/blog/2020/06/06/nz-2020-forecasts.html
index 23ca34f2c..0a2d4a88a 100644
--- a/blog/2020/06/06/nz-2020-forecasts.html
+++ b/blog/2020/06/06/nz-2020-forecasts.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -284,6 +284,7 @@ <h2 id="more-updates-will-follow-as-polls-come-in">More updates will follow as p
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2020/06/13/publication-reform.html b/blog/2020/06/13/publication-reform.html
index fbd2344f2..246808c2f 100644
--- a/blog/2020/06/13/publication-reform.html
+++ b/blog/2020/06/13/publication-reform.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -297,6 +297,7 @@ <h2 id="conclusion">Conclusion</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2020/07/18/victoria-r-convolution.html b/blog/2020/07/18/victoria-r-convolution.html
index 9f547e851..856cee0d9 100644
--- a/blog/2020/07/18/victoria-r-convolution.html
+++ b/blog/2020/07/18/victoria-r-convolution.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -690,6 +690,7 @@ <h2 id="adjust-for-testing-delay-and-right-truncation-all-at-once">Adjust for te
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2020/08/02/occupation-growth.html b/blog/2020/08/02/occupation-growth.html
index 9285845ce..ccf137caf 100644
--- a/blog/2020/08/02/occupation-growth.html
+++ b/blog/2020/08/02/occupation-growth.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -506,6 +506,7 @@ <h2 id="other-supplementary-material">Other supplementary material</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2020/08/09/country-regression.html b/blog/2020/08/09/country-regression.html
index 5b0c3aec5..f6cbebce4 100644
--- a/blog/2020/08/09/country-regression.html
+++ b/blog/2020/08/09/country-regression.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -457,6 +457,7 @@ <h2 id="thats-all-folks-and-source-code">That’s all folks (and source code)</h
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2020/08/23/highered-ols.html b/blog/2020/08/23/highered-ols.html
index cb7693cab..9301b98e4 100644
--- a/blog/2020/08/23/highered-ols.html
+++ b/blog/2020/08/23/highered-ols.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -429,6 +429,7 @@ <h2 id="simulating-non-linear-heteroskedastic-data-with-outliers-and-high-levera
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2020/08/29/reff-cv.html b/blog/2020/08/29/reff-cv.html
index c31a54b7e..f0e46cad8 100644
--- a/blog/2020/08/29/reff-cv.html
+++ b/blog/2020/08/29/reff-cv.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -245,6 +245,7 @@ <h2 id="is-this-ok">Is this ok?</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2020/09/06/mixture-distributions.html b/blog/2020/09/06/mixture-distributions.html
index dd8b6673d..78858c541 100644
--- a/blog/2020/09/06/mixture-distributions.html
+++ b/blog/2020/09/06/mixture-distributions.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -567,6 +567,7 @@ <h2 id="better-approach---fitting-mixtures-in-stan-using-all-the-data">Better ap
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2020/09/13/processing-language.html b/blog/2020/09/13/processing-language.html
index b36bd8fb7..5c9864b83 100644
--- a/blog/2020/09/13/processing-language.html
+++ b/blog/2020/09/13/processing-language.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -435,6 +435,7 @@ <h2>Processing and R!</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2020/09/26/nzes-issues.html b/blog/2020/09/26/nzes-issues.html
index 5041ea1cf..de56bdcea 100644
--- a/blog/2020/09/26/nzes-issues.html
+++ b/blog/2020/09/26/nzes-issues.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -516,6 +516,7 @@ <h2 id="biterm-topic-modelling">Biterm topic modelling</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2020/10/04/covid-symptom-challenge.html b/blog/2020/10/04/covid-symptom-challenge.html
index 441cce08e..bf179ea62 100644
--- a/blog/2020/10/04/covid-symptom-challenge.html
+++ b/blog/2020/10/04/covid-symptom-challenge.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -270,6 +270,7 @@ <h2 id="six-countries">Six countries</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2020/10/11/hamlet.html b/blog/2020/10/11/hamlet.html
index 35f94482b..f0abf7080 100644
--- a/blog/2020/10/11/hamlet.html
+++ b/blog/2020/10/11/hamlet.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -1245,6 +1245,7 @@ <h2 id="conclusion">Conclusion</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2020/11/14/aid-attitudes.html b/blog/2020/11/14/aid-attitudes.html
index 80e26ec8f..0a489c101 100644
--- a/blog/2020/11/14/aid-attitudes.html
+++ b/blog/2020/11/14/aid-attitudes.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -637,6 +637,7 @@ <h2 id="more-complex-models">More complex models</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2020/12/05/wwi-ships.html b/blog/2020/12/05/wwi-ships.html
index 563f42b6b..6307cee24 100644
--- a/blog/2020/12/05/wwi-ships.html
+++ b/blog/2020/12/05/wwi-ships.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -399,6 +399,7 @@ <h3 id="making-movies">Making movies</h3>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2020/12/21/rmit-dashboard.html b/blog/2020/12/21/rmit-dashboard.html
index c78329c1f..1204a7787 100644
--- a/blog/2020/12/21/rmit-dashboard.html
+++ b/blog/2020/12/21/rmit-dashboard.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -229,6 +229,7 @@ <h2>At a glance:</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2021/02/05/stock-visualizations.html b/blog/2021/02/05/stock-visualizations.html
index ebae7e77b..c07adf41a 100644
--- a/blog/2021/02/05/stock-visualizations.html
+++ b/blog/2021/02/05/stock-visualizations.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -330,6 +330,7 @@ <h2>At a glance:</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2021/02/14/stock-database.html b/blog/2021/02/14/stock-database.html
index 098d286dc..0a359ec0d 100644
--- a/blog/2021/02/14/stock-database.html
+++ b/blog/2021/02/14/stock-database.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -787,6 +787,7 @@ <h2 id="exploratory-analysis">Exploratory analysis</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2021/06/14/pc-penguins.html b/blog/2021/06/14/pc-penguins.html
index 7a86cb438..7c0cf1ef3 100644
--- a/blog/2021/06/14/pc-penguins.html
+++ b/blog/2021/06/14/pc-penguins.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -283,6 +283,7 @@ <h2>At a glance:</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2022/03/26/supreme-court-nominations.html b/blog/2022/03/26/supreme-court-nominations.html
index b1f1e13d0..5f786671c 100644
--- a/blog/2022/03/26/supreme-court-nominations.html
+++ b/blog/2022/03/26/supreme-court-nominations.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -423,6 +423,7 @@ <h2 id="drawing-different-smoothing-lines">Drawing different smoothing lines</h2
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2022/08/14/pacific-population-pyramids.html b/blog/2022/08/14/pacific-population-pyramids.html
index b053fa73e..a8da89482 100644
--- a/blog/2022/08/14/pacific-population-pyramids.html
+++ b/blog/2022/08/14/pacific-population-pyramids.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -403,6 +403,7 @@ <h2 id="getting-and-presenting-data-from-pdhstat">Getting and presenting data fr
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2022/10/13/pacific-map.html b/blog/2022/10/13/pacific-map.html
index 5e77fb988..eeb67d15f 100644
--- a/blog/2022/10/13/pacific-map.html
+++ b/blog/2022/10/13/pacific-map.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -459,6 +459,7 @@ <h2 id="lets-draw-a-map">Let’s draw a map</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2023/02/25/ilr.html b/blog/2023/02/25/ilr.html
index 4caba2e9e..b473c97b1 100644
--- a/blog/2023/02/25/ilr.html
+++ b/blog/2023/02/25/ilr.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -443,6 +443,7 @@ <h3 id="efficient-transform-center-rotate-and-calculation-of-distances">Efficien
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2023/05/26/women-parl-map.html b/blog/2023/05/26/women-parl-map.html
index 3afa9fcf6..251c4df8e 100644
--- a/blog/2023/05/26/women-parl-map.html
+++ b/blog/2023/05/26/women-parl-map.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -353,6 +353,7 @@ <h2 id="alternative">Alternative</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2023/05/28/covid-vaccinations.html b/blog/2023/05/28/covid-vaccinations.html
index ad506df7c..e0f7969df 100644
--- a/blog/2023/05/28/covid-vaccinations.html
+++ b/blog/2023/05/28/covid-vaccinations.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -389,6 +389,7 @@ <h2>At a glance:</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2023/06/04/causality-sims.html b/blog/2023/06/04/causality-sims.html
index 77915c910..9cff09bb2 100644
--- a/blog/2023/06/04/causality-sims.html
+++ b/blog/2023/06/04/causality-sims.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -479,6 +479,7 @@ <h2 id="comparison">Comparison</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2023/06/17/pacific-map-in-package.html b/blog/2023/06/17/pacific-map-in-package.html
index 499b9b3df..fefe1ffff 100644
--- a/blog/2023/06/17/pacific-map-in-package.html
+++ b/blog/2023/06/17/pacific-map-in-package.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -378,6 +378,7 @@ <h2 id="combining-with-pacific-data-hub-data-for-an-animation-of-sdgs">Combining
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2023/06/24/weighted-percentiles.html b/blog/2023/06/24/weighted-percentiles.html
index 3faf982b9..2bef0bad3 100644
--- a/blog/2023/06/24/weighted-percentiles.html
+++ b/blog/2023/06/24/weighted-percentiles.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -628,6 +628,7 @@ <h3 id="versioning-of-this-blog-post">Versioning of this blog post</h3>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2023/07/30/log-transforms.html b/blog/2023/07/30/log-transforms.html
index 9d7f9f601..c20a650b4 100644
--- a/blog/2023/07/30/log-transforms.html
+++ b/blog/2023/07/30/log-transforms.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -457,6 +457,7 @@ <h3 id="using-a-model-to-predict-total-price">Using a model to predict total pri
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2023/08/06/model-life-tables.html b/blog/2023/08/06/model-life-tables.html
index 4bb49a77a..8ba062343 100644
--- a/blog/2023/08/06/model-life-tables.html
+++ b/blog/2023/08/06/model-life-tables.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -425,6 +425,7 @@ <h2>At a glance:</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2023/09/23/circle.html b/blog/2023/09/23/circle.html
index 36a919a8a..109cfe20e 100644
--- a/blog/2023/09/23/circle.html
+++ b/blog/2023/09/23/circle.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -341,6 +341,7 @@ <h2>At a glance:</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2023/09/30/mvi.html b/blog/2023/09/30/mvi.html
index 49ecef331..fd4c55319 100644
--- a/blog/2023/09/30/mvi.html
+++ b/blog/2023/09/30/mvi.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -300,6 +300,7 @@ <h4>Tonga</h4>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2023/10/17/mvi-and-v20.html b/blog/2023/10/17/mvi-and-v20.html
index 54565ffc2..ef67617c4 100644
--- a/blog/2023/10/17/mvi-and-v20.html
+++ b/blog/2023/10/17/mvi-and-v20.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -349,6 +349,7 @@ <h2>At a glance:</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2024/05/05/pop-projections.html b/blog/2024/05/05/pop-projections.html
index b27209770..a7ca2efb8 100644
--- a/blog/2024/05/05/pop-projections.html
+++ b/blog/2024/05/05/pop-projections.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -713,6 +713,7 @@ <h2 id="adjusting-the-starting-point">Adjusting the starting point</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2024/07/27/aging-pacific.html b/blog/2024/07/27/aging-pacific.html
index ab60a61f8..f3c0ed36d 100644
--- a/blog/2024/07/27/aging-pacific.html
+++ b/blog/2024/07/27/aging-pacific.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -418,6 +418,7 @@ <h2 id="r-code">R code</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2024/08/10/snakes-and-ladders.html b/blog/2024/08/10/snakes-and-ladders.html
index 66efc9d08..f0f44b5ff 100644
--- a/blog/2024/08/10/snakes-and-ladders.html
+++ b/blog/2024/08/10/snakes-and-ladders.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -531,6 +531,7 @@ <h2>At a glance:</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2024/08/20/symmetry.html b/blog/2024/08/20/symmetry.html
index ca1f97095..3366c6fe3 100644
--- a/blog/2024/08/20/symmetry.html
+++ b/blog/2024/08/20/symmetry.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -324,6 +324,7 @@ <h2>At a glance:</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2024/08/24/polar-maps.html b/blog/2024/08/24/polar-maps.html
index 111580c6b..ff6a8c4fd 100644
--- a/blog/2024/08/24/polar-maps.html
+++ b/blog/2024/08/24/polar-maps.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -349,6 +349,7 @@ <h2>At a glance:</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2024/08/30/australian-economy.html b/blog/2024/08/30/australian-economy.html
index b768ecdde..258305c93 100644
--- a/blog/2024/08/30/australian-economy.html
+++ b/blog/2024/08/30/australian-economy.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -303,6 +303,7 @@ <h2>At a glance:</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2024/08/31/ppswor.html b/blog/2024/08/31/ppswor.html
index a727fea9e..0a6505516 100644
--- a/blog/2024/08/31/ppswor.html
+++ b/blog/2024/08/31/ppswor.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -382,6 +382,7 @@ <h2 id="late-addition">Late addition!</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2024/09/08/sex-gender.html b/blog/2024/09/08/sex-gender.html
index ec4d2ec78..0756405cd 100644
--- a/blog/2024/09/08/sex-gender.html
+++ b/blog/2024/09/08/sex-gender.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -410,6 +410,7 @@ <h3 id="late-edits--update">Late edits / update</h3>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2024/09/14/stepwise.html b/blog/2024/09/14/stepwise.html
index d961773f2..2f1d1fcd9 100644
--- a/blog/2024/09/14/stepwise.html
+++ b/blog/2024/09/14/stepwise.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -589,6 +589,7 @@ <h2 id="even-the-correctly-retained-variables-coefficients-are-biased-big">Even
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2024/09/21/primes-squares.html b/blog/2024/09/21/primes-squares.html
index 821dfc3c0..5ef92681b 100644
--- a/blog/2024/09/21/primes-squares.html
+++ b/blog/2024/09/21/primes-squares.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -277,6 +277,12 @@ <h2>At a glance:</h2>
 		
 		
 		
+		 
+			
+			<p>Next post &rarr;</p>
+			<p><a rel="next" href="/blog/2024/09/28/ihaka-lecture">Git, peer review, tests and toil</a></p>
+			
+			
 		
 		
 	</div>
@@ -289,6 +295,7 @@ <h2>At a glance:</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/2024/09/28/ihaka-lecture.html b/blog/2024/09/28/ihaka-lecture.html
new file mode 100644
index 000000000..c5aa96be1
--- /dev/null
+++ b/blog/2024/09/28/ihaka-lecture.html
@@ -0,0 +1,299 @@
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+                  <li><a href="/blog/voting.html">all blog posts on voting behaviour</a></li>
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+			
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+  <div class="container">
+	<center><h1>Git, peer review, tests and toil</h1></center>
+  </div>
+</div>
+
+
+
+	<div class = "post-summary">
+	<h2>At a glance:</h2>
+	   <p>I was honoured to give the third and final Ihaka Lecture in the 2024 series. My talk had the theme "Making R work in government".</p>
+	   <p class="meta">28 Sep 2024</p>
+	   <hr></hr>
+	</div>
+
+
+<div class="col-md-7">
+
+	<div class="post">
+		
+	  <p>This week I was in Auckland New Zealand to deliver the third and final of the 2024 series of <a href="https://www.auckland.ac.nz/en/science/about-the-faculty/department-of-statistics/ihaka-lecture-series.html">the Ihaka Lectures</a>, named after legendary denizen of University of Auckland’s statistics department Ross Ihaka, one of the two co-founders of the statistical computing language R.</p>
+
+<p>I have added links to the video of the talk (it was live-streamed), my slides, and the ‘storyline’ summary I used to help me structure the talk to my mostly-neglected <a href="/presentations/index.html">presentations page on this blog</a>.</p>
+
+<p>Here is perhaps the key image from the talk, a slide showing an all-purpose workflow for an analytical project, drawing on a large and persistent data warehouse, plus project specific data, and having a deliberate processing stage to combine the two into an analysis-ready “project-specific database”. I’ve been using variants of this diagram for more than 10 years now, and it will be familiar to anyone from my days with New Zealand’s Ministry of Business, Innovation and Employment, or international management consultancy Nous Group.</p>
+
+<p><img src="/img/git-project-diagram-spc-themed.png" title="Diagram of workflows showing an enterprise data warehouse, project specific data, R combining the two into a project-specific database, R used for analysis, and output in Word, PowerPoint, Quarto, Shiny, Tableau or Power BI" width="95%" /></p>
+
+<p>Overall, I emphasised the importance of R being part of a broader toolkit and a broader transformation - with Git and SQL the two non-negotiable must-have partners to successfully make R work in government.</p>
+
+<p>I also talked a bit about how errors in analysis are universal, invisible, and catastrophic. If that doesn’t motivate people to start doing some decent quality control, I don’t know what will!</p>
+
+<p>The ‘storyline’ is a great technique I was trained on in a course on writing for the New Zealand public sector. I always find it helps to structure reports and presentations if I take the time to plan them first. In case people are interested in making their own summaries of this sort, you could use the <a href="https://github.com/ellisp/ihaka-lecture-2024/blob/main/ellis-ihaka-storyline.Rmd">RMarkdown source code of that storyline</a>, which of course is available in GitHub (or I’d be a bit of a hypocrite wouldn’t I). It uses the flexdashboard template. Of course a storyline doesn’t need to be written in RMarkdown, but I find it a simple and disciplined way to write them without having to worry about formatting.</p>
+
+
+		
+	</div>
+</div>
+
+<div class="col-md-1"></div>
+<div class="col-md-4">
+	<div class="side-banner">
+	
+
+
+	<div>
+	   
+	    
+			
+			<p>&larr; Previous post</p>
+			<p><a rel="prev" href="/blog/2024/09/21/primes-squares">Prime numbers as sums of three squares.</a></p>
+		
+		
+		
+		
+		
+		
+	</div>
+	
+	 
+
+   <div class = "side-footer">
+			
+			<hr></hr>
+			<p><gcse:search></gcse:search></p>
+			<hr></hr>
+        	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
+			<hr></hr>
+			
+			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
+		
+		    <hr></hr>
+			
+       <div class="fb-like" data-href="https://www.facebook.com/peterstats/" data-layout="standard" data-action="like" data-show-faces="false" data-share="false"></div>
+			
+			<hr></hr>
+			<p>I'm pleased to be aggregated at <a href="https://www.r-bloggers.com/">R-bloggers</a>, the one-stop shop for blog posts featuring R.</p>
+			<hr></hr>
+
+			
+			<p>			
+            <span xmlns:dct="https://purl.org/dc/terms/" property="dct:title"><i>free range statistics</i></span> by <a href = "/about/index.html">Peter Ellis</a> is licensed under a <a rel="license" href="https://creativecommons.org/licenses/by-sa/4.0/">Creative Commons Attribution-ShareAlike 4.0 International License</a>.
+			</p>
+
+			<hr></hr>
+			
+
+
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diff --git a/blog/index.html b/blog/index.html
index 4c0393766..88b7e50b6 100644
--- a/blog/index.html
+++ b/blog/index.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -156,6 +156,8 @@ <h2>Most recent at the top</h2>
 	<ul class="posts">
 
 	  
+	    <li><span>28 Sep 2024</span> » <a href="/blog/2024/09/28/ihaka-lecture" title="I was honoured to give the third and final Ihaka Lecture in the 2024 series. My talk had the theme "Making R work in government".">Git, peer review, tests and toil</a></li>
+	  
 	    <li><span>21 Sep 2024</span> » <a href="/blog/2024/09/21/primes-squares" title="I explore the number of ways to make a prime number as the sum of squares of three positive integers.">Prime numbers as sums of three squares.</a></li>
 	  
 	    <li><span>14 Sep 2024</span> » <a href="/blog/2024/09/14/stepwise" title="Stepwise variable selection is bad and dangerous, and you shouldn't do it. It increases false positives. It drops variables that should be in the model. It gives biased estimates for regression coefficients. The problems are worse for smaller samples; higher correlation between the X variables; and models with weaker explanatory power for the y (i.e. lower R-squared).">Stepwise selection of variables in regression is Evil.</a></li>
@@ -600,6 +602,7 @@ <h2>Most recent at the top</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/index_by_tag.html b/blog/index_by_tag.html
index 9a5e73150..c8e50c4a8 100644
--- a/blog/index_by_tag.html
+++ b/blog/index_by_tag.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -2132,6 +2132,7 @@ <h3 id="WorkRelated">WorkRelated</h3>
 			<footer>
 	    		<gcse:search></gcse:search>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
 			
diff --git a/blog/most-popular.html b/blog/most-popular.html
index ea2244d49..fabb97349 100644
--- a/blog/most-popular.html
+++ b/blog/most-popular.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -271,6 +271,7 @@ <h1>100 most popular pages</h1>
 			<footer>
 	    		<gcse:search></gcse:search>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
 			
diff --git a/blog/nz.html b/blog/nz.html
index 66b7ee4d9..47d848539 100644
--- a/blog/nz.html
+++ b/blog/nz.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -236,6 +236,9 @@ <h1>Posts about New Zealand</h1>
    
 
    
+   
+
+   
    
 
    
@@ -1544,6 +1547,7 @@ <h4>01 August 2015</h4>
 			<footer>
 	    		<gcse:search></gcse:search>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
 			
diff --git a/blog/showcase.html b/blog/showcase.html
index a47429994..6f3fae5bd 100644
--- a/blog/showcase.html
+++ b/blog/showcase.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -422,6 +422,7 @@ <h4>Interactive exploration of control charts</h4>
 			<footer>
 	    		<gcse:search></gcse:search>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
 			
diff --git a/blog/surveys.html b/blog/surveys.html
index 08f3952bf..70fb24ea6 100644
--- a/blog/surveys.html
+++ b/blog/surveys.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -160,6 +160,9 @@
 
    
    
+
+   
+   
 	   <hr> </hr>
 	   <div class ="row">
 		  <div class="col-md-8">
@@ -1257,6 +1260,7 @@ <h4>15 August 2015</h4>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/blog/voting.html b/blog/voting.html
index ee8a81ee2..a49484fe2 100644
--- a/blog/voting.html
+++ b/blog/voting.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -256,6 +256,9 @@ <h2>Blog posts</h2>
    
 
    
+   
+
+   
    
 
    
@@ -1253,6 +1256,7 @@ <h4>03 April 2016</h4>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/covid-tracking/index.html b/covid-tracking/index.html
index 27cca7fb3..9683445dd 100644
--- a/covid-tracking/index.html
+++ b/covid-tracking/index.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -340,6 +340,7 @@ <h3>Code</h3>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/elections/changelog.html b/elections/changelog.html
index 26ce8f6df..cbe288bfe 100644
--- a/elections/changelog.html
+++ b/elections/changelog.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -248,6 +248,7 @@ <h2 id="significant-changes-to-the-new-zealand-election-forecasts-web-page">Sign
 			<footer>
 	    		<gcse:search></gcse:search>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
 			
diff --git a/elections/combined.html b/elections/combined.html
index 3a6ca1b5d..8f7f09df8 100644
--- a/elections/combined.html
+++ b/elections/combined.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -196,6 +196,7 @@ <h3 id="model-b---state-space-model-with-random-walk-latent-voting-intention">Mo
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/elections/elections.html b/elections/elections.html
index 7cc4c4ae3..d80f80bdf 100644
--- a/elections/elections.html
+++ b/elections/elections.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -301,6 +301,7 @@ <h2 id="caveat-and-disclaimer">Caveat and disclaimer</h2>
 			<footer>
 	    		<gcse:search></gcse:search>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
 			
diff --git a/elections/index.html b/elections/index.html
index cabad0066..5224ff513 100644
--- a/elections/index.html
+++ b/elections/index.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -233,6 +233,7 @@ <h2 id="caveat-and-disclaimer">Caveat and disclaimer</h2>
 			<footer>
 	    		<gcse:search></gcse:search>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
 			
diff --git a/elections/nz-2017/changelog.html b/elections/nz-2017/changelog.html
index cae4042e6..ede502e1c 100644
--- a/elections/nz-2017/changelog.html
+++ b/elections/nz-2017/changelog.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -248,6 +248,7 @@ <h2 id="significant-changes-to-the-new-zealand-election-forecasts-web-page">Sign
 			<footer>
 	    		<gcse:search></gcse:search>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
 			
diff --git a/elections/nz-2017/combined.html b/elections/nz-2017/combined.html
index f163c0dfa..baa6e33cd 100644
--- a/elections/nz-2017/combined.html
+++ b/elections/nz-2017/combined.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -196,6 +196,7 @@ <h3 id="model-b---state-space-model-with-random-walk-latent-voting-intention">Mo
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/elections/nz-2017/elections.html b/elections/nz-2017/elections.html
index 04546016a..6a149f3a6 100644
--- a/elections/nz-2017/elections.html
+++ b/elections/nz-2017/elections.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -301,6 +301,7 @@ <h2 id="caveat-and-disclaimer">Caveat and disclaimer</h2>
 			<footer>
 	    		<gcse:search></gcse:search>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
 			
diff --git a/elections/nz-2017/state-space.html b/elections/nz-2017/state-space.html
index 0fe220b7c..2aee652d6 100644
--- a/elections/nz-2017/state-space.html
+++ b/elections/nz-2017/state-space.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -272,6 +272,7 @@ <h2 id="source-code">Source code</h2>
 			<footer>
 	    		<gcse:search></gcse:search>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
 			
diff --git a/elections/nz-2020/index.html b/elections/nz-2020/index.html
index f3bdfa52f..86c18f2c0 100644
--- a/elections/nz-2020/index.html
+++ b/elections/nz-2020/index.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -281,6 +281,7 @@ <h2 id="caveat-and-disclaimer">Caveat and disclaimer</h2>
 			<footer>
 	    		<gcse:search></gcse:search>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
 			
diff --git a/elections/oz-2019/index.html b/elections/oz-2019/index.html
index 44b21e8c2..596e271e5 100644
--- a/elections/oz-2019/index.html
+++ b/elections/oz-2019/index.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -309,6 +309,7 @@
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/elections/state-space.html b/elections/state-space.html
index 2b25d66af..dd1103bef 100644
--- a/elections/state-space.html
+++ b/elections/state-space.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -272,6 +272,7 @@ <h2 id="source-code">Source code</h2>
 			<footer>
 	    		<gcse:search></gcse:search>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
 			
diff --git a/feed.r.xml b/feed.r.xml
index 602f7b13b..d123b984c 100644
--- a/feed.r.xml
+++ b/feed.r.xml
@@ -6,6 +6,27 @@
 		<link>https://freerangestats.info</link>
 		<atom:link href="https://freerangestats.info/feed.R.xml" rel="self" type="application/rss+xml" />
 		
+			<item>
+				<title>Git, peer review, tests and toil by @ellis2013nz</title>
+					<description>&lt;p&gt;This week I was in Auckland New Zealand to deliver the third and final of the 2024 series of &lt;a href=&quot;https://www.auckland.ac.nz/en/science/about-the-faculty/department-of-statistics/ihaka-lecture-series.html&quot;&gt;the Ihaka Lectures&lt;/a&gt;, named after legendary denizen of University of Auckland’s statistics department Ross Ihaka, one of the two co-founders of the statistical computing language R.&lt;/p&gt;
+
+&lt;p&gt;I have added links to the video of the talk (it was live-streamed), my slides, and the ‘storyline’ summary I used to help me structure the talk to my mostly-neglected &lt;a href=&quot;/presentations/index.html&quot;&gt;presentations page on this blog&lt;/a&gt;.&lt;/p&gt;
+
+&lt;p&gt;Here is perhaps the key image from the talk, a slide showing an all-purpose workflow for an analytical project, drawing on a large and persistent data warehouse, plus project specific data, and having a deliberate processing stage to combine the two into an analysis-ready “project-specific database”. I’ve been using variants of this diagram for more than 10 years now, and it will be familiar to anyone from my days with New Zealand’s Ministry of Business, Innovation and Employment, or international management consultancy Nous Group.&lt;/p&gt;
+
+&lt;p&gt;&lt;img src=&quot;https://freerangestats.info/img/git-project-diagram-spc-themed.png&quot; title=&quot;Diagram of workflows showing an enterprise data warehouse, project specific data, R combining the two into a project-specific database, R used for analysis, and output in Word, PowerPoint, Quarto, Shiny, Tableau or Power BI&quot; width=&quot;95%&quot; /&gt;&lt;/p&gt;
+
+&lt;p&gt;Overall, I emphasised the importance of R being part of a broader toolkit and a broader transformation - with Git and SQL the two non-negotiable must-have partners to successfully make R work in government.&lt;/p&gt;
+
+&lt;p&gt;I also talked a bit about how errors in analysis are universal, invisible, and catastrophic. If that doesn’t motivate people to start doing some decent quality control, I don’t know what will!&lt;/p&gt;
+
+&lt;p&gt;The ‘storyline’ is a great technique I was trained on in a course on writing for the New Zealand public sector. I always find it helps to structure reports and presentations if I take the time to plan them first. In case people are interested in making their own summaries of this sort, you could use the &lt;a href=&quot;https://github.com/ellisp/ihaka-lecture-2024/blob/main/ellis-ihaka-storyline.Rmd&quot;&gt;RMarkdown source code of that storyline&lt;/a&gt;, which of course is available in GitHub (or I’d be a bit of a hypocrite wouldn’t I). It uses the flexdashboard template. Of course a storyline doesn’t need to be written in RMarkdown, but I find it a simple and disciplined way to write them without having to worry about formatting.&lt;/p&gt;
+</description>
+				<pubDate>Sat, 28 Sep 2024 00:00:00 +1200</pubDate>
+				<link>https://freerangestats.info/blog/2024/09/28/ihaka-lecture</link>
+				<guid isPermaLink="true">https://freerangestats.info/blog/2024/09/28/ihaka-lecture</guid>
+			</item>
+		
 			<item>
 				<title>Prime numbers as sums of three squares. by @ellis2013nz</title>
 					<description>&lt;p&gt;I was interested by a &lt;a href=&quot;https://www.linkedin.com/posts/fermatslibrary_397-is-conjectured-to-be-the-largest-prime-activity-7242947116719915008-BRz7?utm_source=share&amp;amp;utm_medium=member_desktop&quot;&gt;LinkedIn post about the number 397&lt;/a&gt;:&lt;/p&gt;
@@ -104,7 +125,7 @@
 
 &lt;p&gt;That’s all for today.&lt;/p&gt;
 </description>
-				<pubDate>Sat, 21 Sep 2024 00:00:00 +1100</pubDate>
+				<pubDate>Sat, 21 Sep 2024 00:00:00 +1200</pubDate>
 				<link>https://freerangestats.info/blog/2024/09/21/primes-squares</link>
 				<guid isPermaLink="true">https://freerangestats.info/blog/2024/09/21/primes-squares</guid>
 			</item>
@@ -501,7 +522,7 @@ Model with 15 explanatory &apos;X&apos; variables. Correct values of coefficient
 
 &lt;p&gt;That’s all folks. Just don’t use stepwise selection of variables. Don’t use automated addition and deletion of variables, and don’t take them out yourself by hand “because it’s not significant”. Use theory-driven model selection if it’s explanation you’re after, Bayesian methods are going to be good too as a complement to that and forcing you to think about the problem; and for regression-based prediction use a lasso or elastic net regularization.&lt;/p&gt;
 </description>
-				<pubDate>Sat, 14 Sep 2024 00:00:00 +1100</pubDate>
+				<pubDate>Sat, 14 Sep 2024 00:00:00 +1200</pubDate>
 				<link>https://freerangestats.info/blog/2024/09/14/stepwise</link>
 				<guid isPermaLink="true">https://freerangestats.info/blog/2024/09/14/stepwise</guid>
 			</item>
@@ -719,7 +740,7 @@ Model with 15 explanatory &apos;X&apos; variables. Correct values of coefficient
   &lt;li&gt;immediately after I wrote all the above I discovered that while I was publishing the original post, the Government has now announced that the questions on sexual orientation, sex at birth, and gender now will all be included in the Census; but not the question on sexual characteristics. So this is a good outcome for those wanting to estimate gender issues and trans/cis status, although those with interest in sexual characteristics are still disappointed.&lt;/li&gt;
 &lt;/ul&gt;
 </description>
-				<pubDate>Sun, 08 Sep 2024 00:00:00 +1100</pubDate>
+				<pubDate>Sun, 08 Sep 2024 00:00:00 +1200</pubDate>
 				<link>https://freerangestats.info/blog/2024/09/08/sex-gender</link>
 				<guid isPermaLink="true">https://freerangestats.info/blog/2024/09/08/sex-gender</guid>
 			</item>
@@ -909,7 +930,7 @@ Model with 15 explanatory &apos;X&apos; variables. Correct values of coefficient
 
 &lt;p&gt;I’ts &lt;em&gt;much&lt;/em&gt; faster too!&lt;/p&gt;
 </description>
-				<pubDate>Sat, 31 Aug 2024 00:00:00 +1100</pubDate>
+				<pubDate>Sat, 31 Aug 2024 00:00:00 +1200</pubDate>
 				<link>https://freerangestats.info/blog/2024/08/31/ppswor</link>
 				<guid isPermaLink="true">https://freerangestats.info/blog/2024/08/31/ppswor</guid>
 			</item>
@@ -1020,7 +1041,7 @@ Model with 15 explanatory &apos;X&apos; variables. Correct values of coefficient
 
 &lt;p&gt;So, that’s all for today. I’m not going to try to explain structural challenges in the Australian economy or look to possible causes of this relative decline since about 2014; that would be well out of scope for today’s blog. But I’m still interested in anyone who believes they have the answer!&lt;/p&gt;
 </description>
-				<pubDate>Fri, 30 Aug 2024 00:00:00 +1100</pubDate>
+				<pubDate>Fri, 30 Aug 2024 00:00:00 +1200</pubDate>
 				<link>https://freerangestats.info/blog/2024/08/30/australian-economy</link>
 				<guid isPermaLink="true">https://freerangestats.info/blog/2024/08/30/australian-economy</guid>
 			</item>
@@ -1177,7 +1198,7 @@ Model with 15 explanatory &apos;X&apos; variables. Correct values of coefficient
 
 &lt;p&gt;OK that’s all folks.&lt;/p&gt;
 </description>
-				<pubDate>Sat, 24 Aug 2024 00:00:00 +1100</pubDate>
+				<pubDate>Sat, 24 Aug 2024 00:00:00 +1200</pubDate>
 				<link>https://freerangestats.info/blog/2024/08/24/polar-maps</link>
 				<guid isPermaLink="true">https://freerangestats.info/blog/2024/08/24/polar-maps</guid>
 			</item>
@@ -1309,7 +1330,7 @@ $value
 
 &lt;p&gt;That’s all folks. What out for those tricky distributions. Actually, although the simulated example above with exactly matching mean and median is obviously contrived, a distibution that is a mix of a skewed log-normal with a lump of something far to the left isn’t unusual in some economic areas - like firms’ profits or individuals’ incomes (mostly they are shaped log normal and strictly positive, but a small selection make some degree of a loss, and it’s definitely a mixture of two distributions not some easily-described single mathematical function).&lt;/p&gt;
 </description>
-				<pubDate>Tue, 20 Aug 2024 00:00:00 +1100</pubDate>
+				<pubDate>Tue, 20 Aug 2024 00:00:00 +1200</pubDate>
 				<link>https://freerangestats.info/blog/2024/08/20/symmetry</link>
 				<guid isPermaLink="true">https://freerangestats.info/blog/2024/08/20/symmetry</guid>
 			</item>
@@ -1648,7 +1669,7 @@ Black squares indicate situations where Player 2 should decline an offered doubl
 
 &lt;p&gt;OK folks, that’s all. Remember to gamble responsibly. In particular, if you use this post to rip off any kids, their sadness will be on your conscience, and I absolutely disclaim all responsibility for any misuse of any kind of any of the above material.&lt;/p&gt;
 </description>
-				<pubDate>Sat, 10 Aug 2024 00:00:00 +1100</pubDate>
+				<pubDate>Sat, 10 Aug 2024 00:00:00 +1200</pubDate>
 				<link>https://freerangestats.info/blog/2024/08/10/snakes-and-ladders</link>
 				<guid isPermaLink="true">https://freerangestats.info/blog/2024/08/10/snakes-and-ladders</guid>
 			</item>
@@ -1874,531 +1895,10 @@ Black squares indicate situations where Player 2 should decline an offered doubl
 &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;print&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;p3&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/figure&gt;
 
 </description>
-				<pubDate>Sat, 27 Jul 2024 00:00:00 +1100</pubDate>
+				<pubDate>Sat, 27 Jul 2024 00:00:00 +1200</pubDate>
 				<link>https://freerangestats.info/blog/2024/07/27/aging-pacific</link>
 				<guid isPermaLink="true">https://freerangestats.info/blog/2024/07/27/aging-pacific</guid>
 			</item>
 		
-			<item>
-				<title>Reproducing and adapting the UN Population Projections by @ellis2013nz</title>
-					<description>&lt;p&gt;I set out to see if it was possible to reproduce the UN’s &lt;a href=&quot;https://population.un.org/wpp/&quot;&gt;2022 Revision of World Population Prospects&lt;/a&gt; for a given country by cohort component projection from the fertility, mortality and immigration rates and population starting point published as part of their projection. The motivation is to make small changes to some of those parameters - for example by substituting in a recent census result for the population and a given year - and “re-run” the projections to see the impact of changes, or to get a more up-to-date version with data that wasn’t available to the UN at the time of their projection.&lt;/p&gt;
-
-&lt;p&gt;It turns out this wasn’t too hard (one morning’s work for the modelling, then a few hours of write-up), particularly in cases where migration is small in the projection period. I was able to reproduce almost exactly population, birth and death totals to 2100 for Vanuatu, and demonstrate the impact of updating the 2020 year for their recent census population totals and fertility rates, and getting a slightly lower projection as a result.&lt;/p&gt;
-
-&lt;p&gt;Here’s my reproduction of Vanuatu’s population projection from 2020 to 2100, using just the 2020 population totals and the forecast fertility, mortality and migration rates. As you can see it’s basically identical to the UN totals:&lt;/p&gt;
-
-&lt;object type=&quot;image/svg+xml&quot; data=&quot;https://freerangestats.info/img/0262-vanuatu-pop.svg&quot; width=&quot;100%&quot;&gt;&lt;img src=&quot;https://freerangestats.info/img/0262-vanuatu-pop.png&quot; width=&quot;100%&quot; /&gt;&lt;/object&gt;
-
-&lt;p&gt;And here’s the same method tweaked for the actual 2020 census total and with a rough adjustment made to fertility rates based on what was observed at the 2020 census:&lt;/p&gt;
-
-&lt;object type=&quot;image/svg+xml&quot; data=&quot;https://freerangestats.info/img/0262-vanuatu-revised.svg&quot; width=&quot;100%&quot;&gt;&lt;img src=&quot;https://freerangestats.info/img/0262-vanuatu-revised.png&quot; width=&quot;100%&quot; /&gt;&lt;/object&gt;
-
-&lt;p&gt;Of course, this method delivers a full set of projections by age and sex, and we could construct life tables or any indicators we want from it. Here are population pyramids comparing the published UN projections for 2050 with my revised set. Not visually stunning in its comparison, but enough to prove that it’s possible:&lt;/p&gt;
-
-&lt;object type=&quot;image/svg+xml&quot; data=&quot;https://freerangestats.info/img/0262-vanuatu-pyramid.svg&quot; width=&quot;100%&quot;&gt;&lt;img src=&quot;https://freerangestats.info/img/0262-vanuatu-pyramid.png&quot; width=&quot;100%&quot; /&gt;&lt;/object&gt;
-
-&lt;h2 id=&quot;reproducing-un-projections&quot;&gt;Reproducing UN projections&lt;/h2&gt;
-
-&lt;p&gt;So here’s how I went about that.&lt;/p&gt;
-
-&lt;p&gt;First, downloading all the data. The UN recommend bulk downloads of their CSV files. For my purposes I first need the fertility, mortality and population by sex and one year age groups. Of the population original data I am only going to use the 2020 year, and then project it forward myself based on fertility, mortality and migration; but I want the full set for comparison purposes. For migration, I couldn’t see in my hasty look at the UN site a dataset of migration projections by age and sex, so I just use the much simpler net migration rate (per thousand people) per year in the projection period. Here’s code to download all this UN data:&lt;/p&gt;
-
-&lt;figure class=&quot;highlight&quot;&gt;&lt;pre&gt;&lt;code class=&quot;language-r&quot; data-lang=&quot;r&quot;&gt;&lt;span class=&quot;n&quot;&gt;library&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;tidyverse&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;library&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;glue&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;library&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;scales&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;library&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;patchwork&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-
-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;dir.create&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;data-pop-proj-2022&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;showWarnings&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;kc&quot;&gt;FALSE&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-
-&lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;#------------------download and import data for all countries from existing projections----------------&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;list.files&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;data-pop-proj-2022&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-
-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;files&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;c&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;WPP2022_Fertility_by_Age1.zip&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-           &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;WPP2022_DeathsBySingleAgeSex_Medium_1950-2021.zip&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-           &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;WPP2022_DeathsBySingleAgeSex_Medium_2022-2100.zip&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-           &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;WPP2022_Population1JanuaryBySingleAgeSex_Medium_1950-2021.zip&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-           &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;WPP2022_Population1JanuaryBySingleAgeSex_Medium_2022-2100.zip&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-           &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;WPP2022_Demographic_Indicators_Medium.zip&quot;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-           &lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-
-&lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# let downloads take up to 10 minutes rather than 1 minute max, as files are&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# large (largest is fertility for single age, 78MB)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;options&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;timeout&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;600&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-
-&lt;/span&gt;&lt;span class=&quot;k&quot;&gt;if&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;!&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;file.exists&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;data-pop-proj-2022/WPP2022_Demographic_Indicators_Medium.csv&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)){&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# download the zip files:&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;k&quot;&gt;for&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;i&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;k&quot;&gt;in&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;:&lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;length&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;files&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)){&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;download.file&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;glue&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;https://population.un.org/wpp/Download/Files/1_Indicators%20(Standard)/CSV_FILES/{files[i]}&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;),&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-                   &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;destfile&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;glue&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;data-pop-proj-2022/{files[i]}&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;),&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mode&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;wb&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;p&quot;&gt;}&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  
-  &lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# unzip them&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;k&quot;&gt;for&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;i&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;k&quot;&gt;in&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;:&lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;length&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;files&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)){&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;unzip&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;glue&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;data-pop-proj-2022/{files[i]}&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;),&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;exdir&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;data-pop-proj-2022&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;p&quot;&gt;}&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;}&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-
-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;fert_all&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;    &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;read_csv&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;data-pop-proj-2022/WPP2022_Fertility_by_Age1.csv&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mort_past&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;   &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;read_csv&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;data-pop-proj-2022/WPP2022_DeathsBySingleAgeSex_Medium_1950-2021.csv&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mort_future&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;read_csv&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;data-pop-proj-2022/WPP2022_DeathsBySingleAgeSex_Medium_2022-2100.csv&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;pop_past&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;    &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;read_csv&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;data-pop-proj-2022/WPP2022_Population1JanuaryBySingleAgeSex_Medium_1950-2021.csv&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;pop_future&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;  &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;read_csv&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;data-pop-proj-2022/WPP2022_Population1JanuaryBySingleAgeSex_Medium_2022-2100.csv&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;indicators&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;  &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;read_csv&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;data-pop-proj-2022/WPP2022_Demographic_Indicators_Medium.csv&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-
-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mort_all&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;rbind&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mort_past&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mort_future&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;pop_all&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;rbind&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;pop_past&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;pop_future&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-
-&lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# clean up&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;rm&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mort_past&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mort_future&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;pop_past&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;pop_future&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/figure&gt;
-
-&lt;p&gt;Next, I wrote my own cohort component population projection function. I wanted to do this from scratch rather than using an existing demography package to make sure I understood what was happening (I’m not a demographer) and could make tweaks as necessary to match the UN approach. I used &lt;a href=&quot;https://farid-flici.github.io/tuto.html&quot;&gt;this tutorial&lt;/a&gt; by Farid Flici as my starting point; abstracted his code into a function for easy use with multiple countries, and added a net migration component.&lt;/p&gt;
-
-&lt;p&gt;Because migrants’ ages tend to be dissimilar from the country they are migrating too - they are more likely to be in the prime of their working / family life I believe - I needed a way to set the ages of migrants. In the function below I defaulted to a normal distribution of ages, mean 28 and standard deviation 11, which worked well to get similar results to the UN in a few countries I tried. This was the hardest and most discretionary part of the exercise.&lt;/p&gt;
-
-&lt;p&gt;My observation is that demographers seem to think in terms of matrices of numbers rather than database-oriented tidy data, and I have kept that matrix approach in this function.&lt;/p&gt;
-
-&lt;figure class=&quot;highlight&quot;&gt;&lt;pre&gt;&lt;code class=&quot;language-r&quot; data-lang=&quot;r&quot;&gt;&lt;span class=&quot;c1&quot;&gt;#----------------------projections for one country-------------------&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-
-&lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# adapting the implementation of the method for cohort component projection at &lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# https://farid-flici.github.io/tuto.html&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-
-
-&lt;/span&gt;&lt;span class=&quot;cd&quot;&gt;#&apos; @param start_pop_m is a vector of population of males at single year age&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;cd&quot;&gt;#&apos;   periods beginning of year starting age 0&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;cd&quot;&gt;#&apos; @param start_pop_f as start_pop_m but for females&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;cd&quot;&gt;#&apos; @param start_year first year ie the year for which the actual population&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;cd&quot;&gt;#&apos;   number refers to&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;cd&quot;&gt;#&apos; @param end_year end year for the population projection&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;cd&quot;&gt;#&apos; @param fertility a matrix with rows for female agegroups 15 to 49 and a&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;cd&quot;&gt;#&apos;   column for each year, values are births per woman (not per thousand women)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;cd&quot;&gt;#&apos;   that year and age. Must have 35 rows and number of columns equal to&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;cd&quot;&gt;#&apos;   end_year minus start_year plus one.&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;cd&quot;&gt;#&apos; @param mort_m a matrix with rows for age 0 to at least 50 and columns for&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;cd&quot;&gt;#&apos;   each year, for males. Must have number of columns equal to end_year minus&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;cd&quot;&gt;#&apos;   start_year plus one.&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;cd&quot;&gt;#&apos; @param mort_f as mort_m but for females. Must have same number of rows and&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;cd&quot;&gt;#&apos;   columns as mort_m.&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;cd&quot;&gt;#&apos; @param sex_ratio_birth number of boys born for every girl born, vector with&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;cd&quot;&gt;#&apos;   length of years to be projected.&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;cd&quot;&gt;#&apos; @param net_migration vector of proportions of the population that migrate to&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;cd&quot;&gt;#&apos;   the country, net of those who leave. Defaults to a vector of zeroes.&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;cd&quot;&gt;#&apos; @param female_share_migration vector of proportions of net migrants that are&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;cd&quot;&gt;#&apos;   female. Defaults to a vector of 0.5s.&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;cd&quot;&gt;#&apos; @param migration_age_weights vector of relative distribution of the age of&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;cd&quot;&gt;#&apos;   net migrants. Must be 121 values representing relative proportion of net&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;cd&quot;&gt;#&apos;   migrants aged zero to 120. Defaults to a normal distribution of mean 28 and&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;cd&quot;&gt;#&apos;   standard deviation 11. Note that this distribution currently must be the&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;cd&quot;&gt;#&apos;   same through the projection period (unlike eg fertility and mortality,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;cd&quot;&gt;#&apos;   which have individual values for each age group and sex for each year).&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;cd&quot;&gt;#&apos;   Only the total net migration proportion can change over time, not its age&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;cd&quot;&gt;#&apos;   make-up.&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;cd&quot;&gt;#&apos; @author Peter Ellis, expanding on a less-featured example by Farid Flici&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;cd&quot;&gt;#&apos;   https://farid-flici.github.io/tuto.html&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;pop_proj&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;k&quot;&gt;function&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;start_pop_m&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; 
-                     &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;start_pop_f&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; 
-                     &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;start_year&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; 
-                     &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;end_year&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; 
-                     &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;fertility&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; 
-                     &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mort_m&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-                     &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mort_f&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-                     &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;sex_ratio_birth&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;rep&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1.045&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;end_year&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;start_year&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;),&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-                     &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;net_migration&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;rep&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;0&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;end_year&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;start_year&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;),&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-                     &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;female_share_migration&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;rep&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;0.5&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;end_year&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;start_year&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;),&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-                     &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;migration_age_weights&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;dnorm&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;0&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;:&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;120&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mean&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;28&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;sd&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;11&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-                     &lt;/span&gt;&lt;span class=&quot;p&quot;&gt;){&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;stopifnot&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;nrow&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;fertility&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;35&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;stopifnot&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;length&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;migration_age_weights&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;121&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;ncols&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;end_year&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;start_year&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;stopifnot&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;ncol&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;fertility&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;ncols&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;stopifnot&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;ncol&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mort_m&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;ncols&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;stopifnot&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;ncol&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mort_f&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;ncols&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;stopifnot&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;length&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;start_pop_m&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;50&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;stopifnot&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;length&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;start_pop_m&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;120&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;stopifnot&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;length&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;start_pop_f&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;50&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;stopifnot&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;length&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;start_pop_f&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;120&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;stopifnot&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;length&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;net_migration&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;ncols&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;stopifnot&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;length&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;sex_ratio_birth&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;ncols&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;stopifnot&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;length&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;female_share_migration&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;ncols&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;stopifnot&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;min&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;female_share_migration&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;0&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;stopifnot&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;max&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;female_share_migration&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;stopifnot&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;nrow&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mort_m&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;nrow&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mort_f&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;))&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  
-  &lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# fill in with high probability of death for ages beyond where we have mortality data&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;k&quot;&gt;if&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;nrow&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mort_m&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;121&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;){&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;extra_deaths_m&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;matrix&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;max&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mort_m&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;),&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;nrow&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;121&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;nrow&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mort_m&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;),&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;ncol&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;ncol&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mort_m&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;))&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;extra_deaths_f&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;matrix&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;max&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mort_f&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;),&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;nrow&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;121&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;nrow&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mort_f&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;),&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;ncol&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;ncol&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mort_f&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;))&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mort_m&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;rbind&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mort_m&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;extra_deaths_m&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mort_f&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;rbind&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mort_f&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;extra_deaths_f&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;p&quot;&gt;}&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  
-  &lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# Create matrices for male and female population for the full projections&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# each row of the matrix is an age group, each column is a year&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopM&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;matrix&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;0&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;nrow&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;121&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;ncol&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;ncols&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopF&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;matrix&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;0&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;nrow&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;121&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;ncol&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;ncols&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;deaths&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;rep&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;kc&quot;&gt;NA&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;ncols&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;rownames&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopF&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;rownames&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopM&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;c&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;0&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;:&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;120&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;                &lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# ages&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;colnames&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopF&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;colnames&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopM&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;c&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;start_year&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;:&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;end_year&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;  &lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# years&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  
-  &lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# first year gets populated with the actual population numbers that we have:&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopM&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;:&lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;length&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;start_pop_m&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;),&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;]&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;start_pop_m&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopF&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;:&lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;length&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;start_pop_f&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;),&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;]&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;start_pop_f&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  
-  &lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# subsequent years get modified by people aging one year, deaths, births, and net migration&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;k&quot;&gt;for&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;i&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;k&quot;&gt;in&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;2&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;:&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;ncols&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;p&quot;&gt;{&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    
-    &lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# Age one and above:&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopM&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;2&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;:&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;121&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;i&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;]&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopM&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;:&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;120&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;i&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;-1&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;]&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;*&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mort_m&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;:&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;120&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;i&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;-1&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;])&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopF&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;2&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;:&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;121&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;i&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;]&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopF&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;:&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;120&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;i&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;-1&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;]&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;*&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mort_f&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;:&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;120&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;i&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;-1&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;])&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;deaths&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;i&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;-1&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;]&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;sum&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopM&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;i&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;-1&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;])&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;sum&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopM&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;i&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;])&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;sum&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopF&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;i&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;-1&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;])&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;sum&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopF&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;i&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;])&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    
-    
-    &lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# migration. &lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;total_migrants&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;sum&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopM&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[,&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;i&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;])&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;sum&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopF&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[,&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;i&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;]))&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;*&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;net_migration&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;i&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;]&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;migf&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;total_migrants&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;*&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;female_share_migration&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;i&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;]&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;*&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;migration_age_weights&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;/&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;sum&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;migration_age_weights&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;migm&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;total_migrants&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;*&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;female_share_migration&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;i&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;])&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;*&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;migration_age_weights&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;/&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;sum&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;migration_age_weights&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopM&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;i&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;]&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopM&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;i&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;]&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;migm&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopF&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;i&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;]&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopF&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;i&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;]&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;migf&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    
-    
-    &lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# Age zero ie births. Fertility rate by the number of women in the middle of the previous year.&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# Note that PopF rows 16:50 equates to women age 15:49&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;reproducing_women&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopF&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;16&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;:&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;50&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;i&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;-1&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;]&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopF&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;16&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;:&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;50&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;i&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;])&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;/&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;2&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;prop_boys&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;sex_ratio_birth&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;i&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;]&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;/&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;sex_ratio_birth&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;i&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;])&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;          
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;prop_girls&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;prop_boys&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopM&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;i&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;]&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;reproducing_women&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;%*%&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;fertility&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;i&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;-1&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;]&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;*&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;prop_boys&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopF&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;i&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;]&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;reproducing_women&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;%*%&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;fertility&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;i&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;-1&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;]&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;*&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;prop_girls&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; 
-
-  &lt;/span&gt;&lt;span class=&quot;p&quot;&gt;}&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  
-  &lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# Return a list of the two matrices&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;return&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;list&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopM&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopM&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopF&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopF&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;deaths&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;deaths&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;p&quot;&gt;))&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;}&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/figure&gt;
-
-&lt;p&gt;Next, I wrote a function to extract the necessary fertility, mortality, migration rates and 2020 starting population from the UN data, feed it into my &lt;code class=&quot;language-plaintext highlighter-rouge&quot;&gt;pop_proj()&lt;/code&gt; function and return the result. Unlike &lt;code class=&quot;language-plaintext highlighter-rouge&quot;&gt;pop_proj()&lt;/code&gt;, which is to some degree fully portable, this function is very much specific to this particular project and is really just a convenience function for grabbing the data and turning it into the right units and shapes (vectors and matrices) needed for &lt;code class=&quot;language-plaintext highlighter-rouge&quot;&gt;pop_proj()&lt;/code&gt;.&lt;/p&gt;
-
-&lt;figure class=&quot;highlight&quot;&gt;&lt;pre&gt;&lt;code class=&quot;language-r&quot; data-lang=&quot;r&quot;&gt;&lt;span class=&quot;n&quot;&gt;repeat_un_proj&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;k&quot;&gt;function&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;the_country&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;the_years&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;2020&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;:&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;2100&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;){&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  
-  &lt;/span&gt;&lt;span class=&quot;k&quot;&gt;if&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;!&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;the_country&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;%in%&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;unique&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;indicators&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;$&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Location&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)){&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;stop&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;Country not found&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;p&quot;&gt;}&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;this_fert&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;fert_all&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;filter&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Location&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;the_country&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;amp;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Variant&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;Medium&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;filter&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;%in%&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;the_years&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# Age-Specific Fertility rate&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;select&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;AgeGrp&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;ASFR&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mutate&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;as.character&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;),&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-           &lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# turn into proportions, not rates per 1000:&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-           &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;ASFR&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;ASFR&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;/&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1000&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;pivot_wider&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;id_cols&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;AgeGrp&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;names_from&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;values_from&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;ASFR&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;arrange&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;AgeGrp&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;select&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;AgeGrp&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;as.matrix&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;()&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  
-  &lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# should be 35 rows ie fertilities for ages 15 to 49&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;stopifnot&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;nrow&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;this_fert&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;35&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# should be 81 columns, 1 column for each year from 2020 to 2100&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;stopifnot&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;ncol&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;this_fert&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;length&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;the_years&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;))&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  
-  
-  &lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# Mortality is in numbers not a ratio so we need to join to the population data to turn it into a ratio&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;pop_years&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;pop_all&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;filter&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Location&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;the_country&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;amp;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Variant&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;Medium&quot;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;amp;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;%in%&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;the_years&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;select&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopMale&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopFemale&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;AgeGrp&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;this_mort&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mort_all&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;filter&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Location&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;the_country&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;amp;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Variant&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;Medium&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;filter&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;%in%&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;the_years&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;left_join&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;pop_years&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;by&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;c&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;Time&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;AgeGrp&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;))&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# next step important because we will be sorting by AgeGrp&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mutate&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;AgeGrp&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;case_when&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-      &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;AgeGrp&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;100+&quot;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;~&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;100&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-      &lt;/span&gt;&lt;span class=&quot;kc&quot;&gt;TRUE&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;~&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;suppressWarnings&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;as.numeric&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;as.character&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;AgeGrp&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)))&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;p&quot;&gt;))&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  
-    
-    
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;this_mort_m&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;this_mort&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# sometimes more deaths than people (eg 1 death, 0 people) so cap the death ratio at 1&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mutate&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;DeathMale&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;pmin&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;DeathMale&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;/&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopMale&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;))&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;select&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;AgeGrp&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;DeathMale&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mutate&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;as.character&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;))&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;pivot_wider&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;id_cols&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;AgeGrp&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;names_from&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;values_from&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;DeathMale&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;arrange&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;AgeGrp&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;select&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;AgeGrp&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;as.matrix&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;()&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;this_mort_f&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;this_mort&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mutate&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;DeathFemale&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;pmin&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;DeathFemale&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;/&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopFemale&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;))&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;select&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;AgeGrp&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;DeathFemale&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mutate&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;as.character&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;))&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;pivot_wider&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;id_cols&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;AgeGrp&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;names_from&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;values_from&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;DeathFemale&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;arrange&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;AgeGrp&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;select&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;AgeGrp&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;as.matrix&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;()&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  
-  &lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# check the years are correct, didn&apos;t get mangled or reordered&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;stopifnot&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;all&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;colnames&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;this_mort_f&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;the_years&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;))&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;stopifnot&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;all&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;colnames&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;this_mort_m&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;the_years&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;))&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;this_pop&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;pop_all&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;filter&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Location&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;the_country&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;amp;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Variant&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;Medium&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;filter&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;min&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;the_years&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;))&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# next step important because we will be sorting by AgeGrp&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mutate&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;AgeGrp&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;case_when&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-      &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;AgeGrp&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;100+&quot;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;~&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;100&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-      &lt;/span&gt;&lt;span class=&quot;kc&quot;&gt;TRUE&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;~&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;suppressWarnings&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;as.numeric&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;as.character&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;AgeGrp&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)))&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;p&quot;&gt;))&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;arrange&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;AgeGrp&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; 
-  
-  &lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# convert to units, not thousands of people:&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;this_pop_m&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;this_pop&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;$&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopMale&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;*&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1000&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;this_pop_f&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;this_pop&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;$&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopFemale&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;*&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1000&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  
-  &lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# reality check&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# Population in millions; should be about 0.3 if the_country is Vanuatu, about 1400 if India:&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;sum&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;this_pop_m&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;sum&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;this_pop_f&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;/&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1e6&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  
-  &lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# net migration&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;this_cnmr&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;indicators&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;filter&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Location&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;the_country&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;amp;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;%in%&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;the_years&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;arrange&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;pull&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;CNMR&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;/&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1000&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  
-  &lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# sex ratio at birth&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;this_srb&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;indicators&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;filter&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Location&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;the_country&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;amp;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;%in%&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;the_years&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;arrange&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;pull&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;SRB&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;/&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;100&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;this_proj&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;pop_proj&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-                  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;start_pop_m&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;this_pop_m&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; 
-                  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;start_pop_f&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;this_pop_f&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; 
-                  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;start_year&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;min&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;the_years&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;),&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; 
-                  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;end_year&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;max&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;the_years&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;),&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; 
-                  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;fertility&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;this_fert&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; 
-                  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mort_m&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;this_mort_m&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-                  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mort_f&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;this_mort_f&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-                  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;net_migration&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;this_cnmr&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-                  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;sex_ratio_birth&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;this_srb&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    
-  &lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;return&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;list&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;un_proj&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;this_proj&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-         &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;un_pop_m&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;this_pop_m&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-         &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;un_pop_f&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;this_pop_f&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-         &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;un_fert&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;this_fert&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-         &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;un_mort_m&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;this_mort_m&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-         &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;un_mort_f&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;this_mort_f&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-         &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;un_cnmr&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;this_cnmr&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-         &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;un_srb&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;this_srb&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;))&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;}&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/figure&gt;
-
-&lt;p&gt;Note that this function returns, in addition to the results of the population projection, the various inputs in their correct units and shape. This will be useful later when we want to modify some of those inputs.&lt;/p&gt;
-
-&lt;p&gt;Now that we’ve got these functions, using them to do projections from 2020 and compare those projections to the published numbers is pretty straight forward. Here’s the code to do that for Vanuatu, which produces the first chart at the top of this blog post:&lt;/p&gt;
-
-&lt;figure class=&quot;highlight&quot;&gt;&lt;pre&gt;&lt;code class=&quot;language-r&quot; data-lang=&quot;r&quot;&gt;&lt;span class=&quot;n&quot;&gt;the_country&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;Vanuatu&quot;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;my_proj&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;repeat_un_proj&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;the_country&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;$&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;un_proj&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-
-&lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# total population&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;comp_data&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;indicators&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;filter&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Location&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;the_country&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;amp;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Variant&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;Medium&quot;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;amp;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;%in%&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;2020&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;:&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;2100&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;select&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;`UN original`&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;TPopulation1Jan&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mutate&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;`Reproduction`&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;as.numeric&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;apply&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;my_proj&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;$&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopM&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;2&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;sum&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;apply&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;my_proj&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;$&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopF&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;2&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;sum&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;))&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;/&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1000&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; 
-
-&lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# First year should be an exact match:&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;stopifnot&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;comp_data&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;p&quot;&gt;]&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;$&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;`UN original`&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;comp_data&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;p&quot;&gt;]&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;$&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Reproduction&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-
-
-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;comp_data&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;gather&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;variable&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;value&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;ggplot&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;aes&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;x&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;y&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;value&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;colour&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;variable&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;))&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;geom_line&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;()&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;scale_y_continuous&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;label&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;comma&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;labs&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;title&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;the_country&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-       &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;subtitle&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;Attempt to re-create the UN population projections from population in 2020, fertility and mortality rates&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-       &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;y&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;Population&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;x&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;colour&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/figure&gt;
-
-&lt;object type=&quot;image/svg+xml&quot; data=&quot;https://freerangestats.info/img/0262-vanuatu-pop.svg&quot; width=&quot;100%&quot;&gt;&lt;img src=&quot;https://freerangestats.info/img/0262-vanuatu-pop.png&quot; width=&quot;100%&quot; /&gt;&lt;/object&gt;
-
-&lt;p&gt;As we can see the results are pretty much identical. Let’s look at my projected births and deaths based on fertility and mortality rates, and compare them to the published projected numbers&lt;/p&gt;
-
-&lt;figure class=&quot;highlight&quot;&gt;&lt;pre&gt;&lt;code class=&quot;language-r&quot; data-lang=&quot;r&quot;&gt;&lt;span class=&quot;c1&quot;&gt;# births&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;indicators&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;filter&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Location&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;the_country&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;amp;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Variant&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;Medium&quot;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;amp;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;%in%&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;2020&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;:&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;2100&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;select&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;`UN original`&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Births&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mutate&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Reproduction&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;as.numeric&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;my_proj&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;$&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopM&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,]&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;my_proj&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;$&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopF&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;p&quot;&gt;])&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;/&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1000&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;gather&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;variable&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;value&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;  &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;ggplot&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;aes&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;x&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;y&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;value&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;colour&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;variable&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;))&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;geom_line&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;()&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;labs&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;title&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;the_country&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-       &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;subtitle&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;Attempt to re-create the UN population projections from population in 2020, fertility and mortality rates&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-       &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;y&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;Births (thousands)&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;x&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;colour&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-
-&lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# deaths&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;indicators&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;filter&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Location&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;the_country&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;amp;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Variant&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;Medium&quot;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;amp;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;%in%&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;2020&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;:&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;2100&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;select&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;`UN original`&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Deaths&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mutate&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Reproduction&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;as.numeric&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;my_proj&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;$&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;deaths&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;/&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1000&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;gather&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;variable&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;value&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;  &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;ggplot&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;aes&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;x&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;y&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;value&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;colour&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;variable&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;))&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;geom_line&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;()&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;labs&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;title&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;the_country&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-       &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;subtitle&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;Attempt to re-create the UN population projections from population in 2020, fertility and mortality rates&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-       &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;y&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;Deaths (thousands)&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;x&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;colour&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/figure&gt;
-
-&lt;object type=&quot;image/svg+xml&quot; data=&quot;https://freerangestats.info/img/0262-vanuatu-births.svg&quot; width=&quot;100%&quot;&gt;&lt;img src=&quot;https://freerangestats.info/img/0262-vanuatu-births.png&quot; width=&quot;100%&quot; /&gt;&lt;/object&gt;
-&lt;object type=&quot;image/svg+xml&quot; data=&quot;https://freerangestats.info/img/0262-vanuatu-deaths.svg&quot; width=&quot;100%&quot;&gt;&lt;img src=&quot;https://freerangestats.info/img/0262-vanuatu-deaths.png&quot; width=&quot;100%&quot; /&gt;&lt;/object&gt;
-
-&lt;p&gt;I’m pretty happy with those. There’s definitely some discrepancies and a lag in the births which I suspect come down to how one treats populations of mothers - numbers on 1 January v 1 July, that sort of thing. But in the scheme of things these are very small.&lt;/p&gt;
-
-&lt;p&gt;Now, Vanuatu is relatively easy because the UN assumed net zero migration in the projection period. We can see this by comparing the net migration rates in their Indicators dataset for a few countries, with this code:&lt;/p&gt;
-
-&lt;figure class=&quot;highlight&quot;&gt;&lt;pre&gt;&lt;code class=&quot;language-r&quot; data-lang=&quot;r&quot;&gt;&lt;span class=&quot;n&quot;&gt;plot_mig&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;k&quot;&gt;function&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;the_country&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;){&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;p&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;indicators&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;filter&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Location&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;the_country&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;ggplot&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;aes&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;x&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;y&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;CNMR&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;))&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;geom_vline&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;xintercept&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;2022&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;lty&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;2&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;colour&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;steelblue&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;geom_hline&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;yintercept&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;0&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;lty&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;2&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;colour&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;steelblue&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;geom_line&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;()&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-    &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;labs&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;title&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;the_country&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-         &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;subtitle&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;Net migration rate per thousand people&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-         &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;y&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;x&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-         &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;caption&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;Source: UN World Population Prospects 2022&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  
-  &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;return&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;p&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;}&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-
-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;plot_mig&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;Vanuatu&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;plot_mig&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;Fiji&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; 
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;plot_mig&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;Australia&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;plot_mig&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;India&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;plot_layout&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;ncol&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;2&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/figure&gt;
-
-&lt;object type=&quot;image/svg+xml&quot; data=&quot;https://freerangestats.info/img/0262-migration.svg&quot; width=&quot;100%&quot;&gt;&lt;img src=&quot;https://freerangestats.info/img/0262-migration.png&quot; width=&quot;100%&quot; /&gt;&lt;/object&gt;
-
-&lt;p&gt;For countries that have good data on it, migration is a big deal in the projections; but forecasting is hard, particularly of the future.&lt;/p&gt;
-
-&lt;p&gt;My first few goes at reproducing the projections for Australia and India tended to be badly out because I had added in net migration evenly across the whole age distribution. My eventual solution, making net migration bell curved with an average age of 28, is a bit of a hack with the parameters chosen to make Australia’s projections come out right. Definitely a better method would be to have actual age-specific net migration forecasts. Whether such things are possible will very much depend on the country; it’s probably possible for Australia, but not for most of the countries I work with.&lt;/p&gt;
-
-&lt;p&gt;Here’s the final result comparing UN projections with mine for a few interesting countries:&lt;/p&gt;
-
-&lt;object type=&quot;image/svg+xml&quot; data=&quot;https://freerangestats.info/img/0262-Australia-pop.svg&quot; width=&quot;100%&quot;&gt;&lt;img src=&quot;https://freerangestats.info/img/0262-Australia-pop.png&quot; width=&quot;100%&quot; /&gt;&lt;/object&gt;
-&lt;object type=&quot;image/svg+xml&quot; data=&quot;https://freerangestats.info/img/0262-China-pop.svg&quot; width=&quot;100%&quot;&gt;&lt;img src=&quot;https://freerangestats.info/img/0262-China-pop.png&quot; width=&quot;100%&quot; /&gt;&lt;/object&gt;
-&lt;object type=&quot;image/svg+xml&quot; data=&quot;https://freerangestats.info/img/0262-India-pop.svg&quot; width=&quot;100%&quot;&gt;&lt;img src=&quot;https://freerangestats.info/img/0262-India-pop.png&quot; width=&quot;100%&quot; /&gt;&lt;/object&gt;
-
-&lt;h2 id=&quot;adjusting-the-starting-point&quot;&gt;Adjusting the starting point&lt;/h2&gt;
-
-&lt;p&gt;Now, the whole point of this exercise was to see if we can plausibly adjust the starting point - say the population totals in 2020, or the forecast fertility rates - and say we are building on the UN’s projections to get our own.  Here’s my rough demo of how we might do that, again using the case of Vanuatu. Vanuatu’s 2020 census wasn’t available at the time of the UN’s 2022 population projections, so the actual population and fertility numbers for 2020 differ somewhat (of course) from what was projected.&lt;/p&gt;
-
-&lt;p&gt;For the below, I am relying on &lt;a href=&quot;https://sdd.spc.int/digital_library/vanuatu-2020-national-population-and-housing-census-analytical-report-volume-2&quot;&gt;the analytical report of the Vanuatu census&lt;/a&gt;. On a quick glance I didn’t see a table of the actual total population by single year age and sex, so I just adjusted the UN’s projected totals by a factor to make them add up to the correct 2020 total males and females. Of course if we were doing this for real we’d get the real numbers straight from the census; I actually can do this easily enough at work but obviously for this blog wanted to use only easily accessible public data.&lt;/p&gt;
-
-&lt;figure class=&quot;highlight&quot;&gt;&lt;pre&gt;&lt;code class=&quot;language-r&quot; data-lang=&quot;r&quot;&gt;&lt;span class=&quot;c1&quot;&gt;#-----------------changing one or two factors while keeping the rest the same--------------&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-
-&lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# Say we had the 2020 Vanuatu census so we knew the real population then, and wanted&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# to redo the population projections with everything staying as they were before&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-
-
-&lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# file:///C:/Users/Peter/Downloads/Vanuatu_2020_Census_Analytical_report_Vol_2.pdf&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;revision_country&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;Vanuatu&quot;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;van_orig&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;repeat_un_proj&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;revision_country&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-
-&lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# rough adjustment of starting population in 2020 to make totals match the Census totals.&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# In principle could of course use the actual numbers by single age category.&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;revised_pop_m&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;van_orig&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;$&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;un_pop_m&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;*&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;151597&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;/&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;sum&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;van_orig&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;$&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;un_pop_m&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;revised_pop_f&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;van_orig&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;$&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;un_pop_f&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;*&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;148422&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;/&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;sum&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;van_orig&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;$&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;un_pop_f&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-
-&lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# calculate the crude birth rate in the current projection&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;un_cbr_2020&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;van_orig&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;$&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;un_proj&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;$&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopM&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;2&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;]&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;  &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;van_orig&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;$&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;un_proj&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;$&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopF&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;2&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;])&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;/&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; 
-  &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;sum&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;van_orig&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;$&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;un_proj&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;$&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopM&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;2&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;],&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;van_orig&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;$&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;un_proj&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;$&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopF&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;2&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;])&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;*&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1000&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-
-&lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# make a rough adjustment of future fertility rates assuming they are &quot;out&quot; by the&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# same proportion that crude birth rate was out in 2020&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;adj_ratio&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;28.2&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;/&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;un_cbr_2020&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;revised_fert&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;van_orig&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;$&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;un_fert&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;*&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;adj_ratio&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-
-&lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;# Refit the projection with the above rough adjustments:&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;revised_proj&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;pop_proj&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;start_pop_m&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;revised_pop_m&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;start_pop_f&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;revised_pop_f&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;start_year&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;2020&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;end_year&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;2100&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;fertility&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;revised_fert&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mort_m&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;van_orig&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;$&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;un_mort_m&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mort_f&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;van_orig&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;$&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;un_mort_f&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;sex_ratio_birth&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;van_orig&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;$&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;un_srb&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;net_migration&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;van_orig&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;$&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;un_cnmr&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-
-
-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;projected_pop&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;apply&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;revised_proj&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;$&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopM&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;2&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;sum&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;apply&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;revised_proj&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;$&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopF&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;2&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;sum&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-
-&lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;#-----------------Compare total population----------------&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;comp_data&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;indicators&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;filter&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Location&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;revision_country&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;amp;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Variant&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;Medium&quot;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;amp;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;%in%&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;2020&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;:&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;2100&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;select&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;`2022 UN projections`&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;TPopulation1Jan&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mutate&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;`Revised with 2020 census`&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;as.numeric&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;projected_pop&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;/&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1000&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-
-
-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;p5&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;comp_data&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;filter&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;2050&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;gather&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;variable&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;value&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;ggplot&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;aes&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;x&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;Time&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;y&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;value&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;colour&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;variable&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;))&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;geom_line&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;()&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;labs&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;title&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;revision_country&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-       &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;subtitle&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;Attempt to re-create the UN population projections from population in 2020, fertility and mortality rates&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-       &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;y&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;Population&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;x&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;colour&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-
-&lt;/span&gt;&lt;span class=&quot;c1&quot;&gt;#--------------Compare population pyramids-------------------------&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;d&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;-&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;tibble&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;value&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;c&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;revised_proj&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;$&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopM&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;31&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;],&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;revised_proj&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;$&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopF&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;31&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;],&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;   
-                  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;van_orig&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;$&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;un_proj&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;$&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopM&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;31&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;],&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;van_orig&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;$&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;un_proj&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;$&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;PopF&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;[,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;31&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;]),&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-       &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;sex&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;rep&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;c&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;Male&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;Female&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;Male&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;Female&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;),&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;each&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;121&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;),&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-       &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;model&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;rep&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;c&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;Revised projections with 2020 census, made in 2024&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;UN projections, made in 2022&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;),&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;each&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;242&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;),&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-       &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;age&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;rep&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;0&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;:&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;120&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;4&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;))&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;mutate&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;agef&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;fct_reorder&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;as.character&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;age&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;),&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;age&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;),&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-         &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;model&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;fct_rev&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;model&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;))&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;filter&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;age&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;&amp;lt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;100&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-
-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;d&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;filter&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;sex&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;Female&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;|&amp;gt;&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;ggplot&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;aes&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;x&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;value&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;y&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;agef&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;))&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;facet_wrap&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;~&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;model&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;geom_col&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;fill&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;brown&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;colour&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;kc&quot;&gt;NA&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;geom_col&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;data&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;filter&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;d&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;sex&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;Male&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;),&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;aes&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;x&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;-&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;value&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;),&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;fill&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;orange&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;colour&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;kc&quot;&gt;NA&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;geom_vline&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;xintercept&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;0&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;colour&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;white&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;labs&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;x&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;Number of people&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;y&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-       &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;title&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;Comparison of UN original and revised population projections&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-       &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;subtitle&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;Population age distribution in 2050&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;scale_x_continuous&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;breaks&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;c&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;-4000&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;-2000&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;0&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;2000&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;4000&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;),&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;labels&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;nf&quot;&gt;c&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;4,000&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;Male&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;0&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;Female&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;s2&quot;&gt;&quot;4,000&quot;&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;))&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;theme&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;panel.grid&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;element_blank&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;())&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;w&quot;&gt;
-  &lt;/span&gt;&lt;span class=&quot;n&quot;&gt;scale_y_discrete&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot;&gt;breaks&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;1&lt;/span&gt;&lt;span class=&quot;o&quot;&gt;:&lt;/span&gt;&lt;span class=&quot;m&quot;&gt;20&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;o&quot;&gt;*&lt;/span&gt;&lt;span class=&quot;w&quot;&gt; &lt;/span&gt;&lt;span class=&quot;m&quot;&gt;5&lt;/span&gt;&lt;span class=&quot;p&quot;&gt;)&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/figure&gt;
-
-&lt;p&gt;And that’s what gets us these results:&lt;/p&gt;
-
-&lt;object type=&quot;image/svg+xml&quot; data=&quot;https://freerangestats.info/img/0262-vanuatu-revised.svg&quot; width=&quot;100%&quot;&gt;&lt;img src=&quot;https://freerangestats.info/img/0262-vanuatu-revised.png&quot; width=&quot;100%&quot; /&gt;&lt;/object&gt;
-
-&lt;object type=&quot;image/svg+xml&quot; data=&quot;https://freerangestats.info/img/0262-vanuatu-pyramid.svg&quot; width=&quot;100%&quot;&gt;&lt;img src=&quot;https://freerangestats.info/img/0262-vanuatu-pyramid.png&quot; width=&quot;100%&quot; /&gt;&lt;/object&gt;
-
-&lt;p&gt;I’m hoping this might be actually useful for pragmatic updates of the UN population projections when more current data is available, without having to revise everything from scratch.&lt;/p&gt;
-
-&lt;p&gt;OK, that’s all for today.&lt;/p&gt;
-</description>
-				<pubDate>Sun, 05 May 2024 00:00:00 +1100</pubDate>
-				<link>https://freerangestats.info/blog/2024/05/05/pop-projections</link>
-				<guid isPermaLink="true">https://freerangestats.info/blog/2024/05/05/pop-projections</guid>
-			</item>
-		
 	</channel>
 </rss>
diff --git a/feed.xml b/feed.xml
index 67eebe3c6..974e4468e 100644
--- a/feed.xml
+++ b/feed.xml
@@ -6,6 +6,22 @@
 		<link>https://freerangestats.info</link>
 		<atom:link href="https://freerangestats.info/feed.xml" rel="self" type="application/rss+xml" />
 		
+			<item>
+				<title>Git, peer review, tests and toil</title>
+				        
+				
+				
+					<description>I was honoured to give the third and final Ihaka Lecture in the 2024 series. My talk had the theme &quot;Making R work in government&quot;.</description>
+				
+				
+				<pubDate>Sat, 28 Sep 2024 00:00:00 +1200</pubDate>
+				<link>https://freerangestats.info/blog/2024/09/28/ihaka-lecture</link>
+				<guid isPermaLink="true">https://freerangestats.info/blog/2024/09/28/ihaka-lecture</guid>
+				
+				  
+				
+			</item>
+		
 			<item>
 				<title>Prime numbers as sums of three squares.</title>
 				        
@@ -14,7 +30,7 @@
 					<description>I explore the number of ways to make a prime number as the sum of squares of three positive integers.</description>
 				
 				
-				<pubDate>Sat, 21 Sep 2024 00:00:00 +1100</pubDate>
+				<pubDate>Sat, 21 Sep 2024 00:00:00 +1200</pubDate>
 				<link>https://freerangestats.info/blog/2024/09/21/primes-squares</link>
 				<guid isPermaLink="true">https://freerangestats.info/blog/2024/09/21/primes-squares</guid>
 				
@@ -30,7 +46,7 @@
 					<description>Stepwise variable selection is bad and dangerous, and you shouldn&apos;t do it. It increases false positives. It drops variables that should be in the model. It gives biased estimates for regression coefficients. The problems are worse for smaller samples; higher correlation between the X variables; and models with weaker explanatory power for the y (i.e. lower R-squared).</description>
 				
 				
-				<pubDate>Sat, 14 Sep 2024 00:00:00 +1100</pubDate>
+				<pubDate>Sat, 14 Sep 2024 00:00:00 +1200</pubDate>
 				<link>https://freerangestats.info/blog/2024/09/14/stepwise</link>
 				<guid isPermaLink="true">https://freerangestats.info/blog/2024/09/14/stepwise</guid>
 				
@@ -46,7 +62,7 @@
 					<description>I familiarise myself with the Australian Bureau of Statistics&apos; statistical Standard on sex and gender, and play around with some data from the Australian General Social Survey that has outputs reported by persons&apos; sexual orientation.</description>
 				
 				
-				<pubDate>Sun, 08 Sep 2024 00:00:00 +1100</pubDate>
+				<pubDate>Sun, 08 Sep 2024 00:00:00 +1200</pubDate>
 				<link>https://freerangestats.info/blog/2024/09/08/sex-gender</link>
 				<guid isPermaLink="true">https://freerangestats.info/blog/2024/09/08/sex-gender</guid>
 				
@@ -62,7 +78,7 @@
 					<description>I play around with sampling from finite populations with unequal probabilities, where the R sample() function turns out not to work the way I had expected it to.</description>
 				
 				
-				<pubDate>Sat, 31 Aug 2024 00:00:00 +1100</pubDate>
+				<pubDate>Sat, 31 Aug 2024 00:00:00 +1200</pubDate>
 				<link>https://freerangestats.info/blog/2024/08/31/ppswor</link>
 				<guid isPermaLink="true">https://freerangestats.info/blog/2024/08/31/ppswor</guid>
 				
@@ -78,7 +94,7 @@
 					<description>I draw some quick charts of Australian economic indicators and ponder the implications. A ratio of two indexes can be a useful part of exploratory analysis.</description>
 				
 				
-				<pubDate>Fri, 30 Aug 2024 00:00:00 +1100</pubDate>
+				<pubDate>Fri, 30 Aug 2024 00:00:00 +1200</pubDate>
 				<link>https://freerangestats.info/blog/2024/08/30/australian-economy</link>
 				<guid isPermaLink="true">https://freerangestats.info/blog/2024/08/30/australian-economy</guid>
 				
@@ -94,7 +110,7 @@
 					<description>I draw maps of the largest settlements closest to the north pole and to the south pole, based on an idea by &apos;Brilliant Maps&apos;.</description>
 				
 				
-				<pubDate>Sat, 24 Aug 2024 00:00:00 +1100</pubDate>
+				<pubDate>Sat, 24 Aug 2024 00:00:00 +1200</pubDate>
 				<link>https://freerangestats.info/blog/2024/08/24/polar-maps</link>
 				<guid isPermaLink="true">https://freerangestats.info/blog/2024/08/24/polar-maps</guid>
 				
@@ -110,7 +126,7 @@
 					<description>Inspired by a Toot from Thomas Lumley, I explore a situation where adding random noise to a distribution changes the median but not the mean.</description>
 				
 				
-				<pubDate>Tue, 20 Aug 2024 00:00:00 +1100</pubDate>
+				<pubDate>Tue, 20 Aug 2024 00:00:00 +1200</pubDate>
 				<link>https://freerangestats.info/blog/2024/08/20/symmetry</link>
 				<guid isPermaLink="true">https://freerangestats.info/blog/2024/08/20/symmetry</guid>
 				
@@ -126,7 +142,7 @@
 					<description>When playing Snakes and Ladders with the common rules actually used, it is more complex than a simple mathematical model; I simulate games and put forward some findings that could be useful in a future high stakes Snakes and Ladders game.</description>
 				
 				
-				<pubDate>Sat, 10 Aug 2024 00:00:00 +1100</pubDate>
+				<pubDate>Sat, 10 Aug 2024 00:00:00 +1200</pubDate>
 				<link>https://freerangestats.info/blog/2024/08/10/snakes-and-ladders</link>
 				<guid isPermaLink="true">https://freerangestats.info/blog/2024/08/10/snakes-and-ladders</guid>
 				
@@ -142,28 +158,12 @@
 					<description>I polish up some visualisations of demographic trends in the Pacific.</description>
 				
 				
-				<pubDate>Sat, 27 Jul 2024 00:00:00 +1100</pubDate>
+				<pubDate>Sat, 27 Jul 2024 00:00:00 +1200</pubDate>
 				<link>https://freerangestats.info/blog/2024/07/27/aging-pacific</link>
 				<guid isPermaLink="true">https://freerangestats.info/blog/2024/07/27/aging-pacific</guid>
 				
 				  
 				
-			</item>
-		
-			<item>
-				<title>Reproducing and adapting the UN Population Projections</title>
-				        
-				
-				
-					<description>I have a mostly successful go at cohort component population projections to replicate the UN&apos;s totals from their published parts, with an idea to making small changes to observations or assumptions that can build on the official projections.</description>
-				
-				
-				<pubDate>Sun, 05 May 2024 00:00:00 +1100</pubDate>
-				<link>https://freerangestats.info/blog/2024/05/05/pop-projections</link>
-				<guid isPermaLink="true">https://freerangestats.info/blog/2024/05/05/pop-projections</guid>
-				
-				  
-				
 			</item>
 		
 	</channel>
diff --git a/img/git-project-diagram-spc-themed.png b/img/git-project-diagram-spc-themed.png
new file mode 100644
index 000000000..50b2e5844
Binary files /dev/null and b/img/git-project-diagram-spc-themed.png differ
diff --git a/index.html b/index.html
index ba1451151..6c04130f6 100644
--- a/index.html
+++ b/index.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -166,6 +166,22 @@ <h1>free range statistics</h1>
 
    <h2>Recent posts</h2>
    
+   <hr> </hr>
+   <div class ="row">
+      <div class="col-md-8">
+         <a href="/blog/2024/09/28/ihaka-lecture">
+            <h3>Git, peer review, tests and toil</h3>
+            <h4>28 September 2024</h4>
+         </a>
+         <p>I was honoured to give the third and final Ihaka Lecture in the 2024 series. My talk had the theme "Making R work in government".</p>
+      </div>
+      <div class = "col-md-4">
+         <a href="/blog/2024/09/28/ihaka-lecture"><img src = /img/git-project-diagram-spc-themed.png height = "150"></a>
+      </div>
+     </div>
+
+
+   
    <hr> </hr>
    <div class ="row">
       <div class="col-md-8">
@@ -310,22 +326,6 @@ <h4>27 July 2024</h4>
 
 
    
-   <hr> </hr>
-   <div class ="row">
-      <div class="col-md-8">
-         <a href="/blog/2024/05/05/pop-projections">
-            <h3>Reproducing and adapting the UN Population Projections</h3>
-            <h4>05 May 2024</h4>
-         </a>
-         <p>I have a mostly successful go at cohort component population projections to replicate the UN's totals from their published parts, with an idea to making small changes to observations or assumptions that can build on the official projections.</p>
-      </div>
-      <div class = "col-md-4">
-         <a href="/blog/2024/05/05/pop-projections"><img src = /img/0262-vanuatu-pyramid.svg height = "150"></a>
-      </div>
-     </div>
-
-
-   
 </div>   
 <div class = "container">
    <hr> </hr>
@@ -341,6 +341,7 @@ <h4>05 May 2024</h4>
 			<footer>
 	    		<gcse:search></gcse:search>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
 			
diff --git a/presentations/ellis-ihaka-storyline.html b/presentations/ellis-ihaka-storyline.html
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index 000000000..9d34fbc83
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@@ -0,0 +1,2080 @@
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) format('truetype');
+}
+@font-face {
+font-family: 'Lato';
+font-style: normal;
+font-weight: 700;
+src: 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) format('truetype');
+}
+@font-face {
+font-family: 'Lato';
+font-style: italic;
+font-weight: 400;
+src: 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) 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+}
+</style>
+<style type="text/css">body{background:#f5f5f5;padding:60px 0 0 8px}body hr{border-color:#dfdfdf;margin:10px 0}.navbar-inverse .navbar-nav>li>a,.navbar .navbar-brand{text-decoration:none}.navbar-logo{margin-top:1px}.navbar-logo img{margin-right:12px}.navbar-author{margin-left:10px;font-size:15.4px}.navbar .dropdown-menu .fa{min-width:20px}.navbar .dropdown-menu{min-width:150px;max-height:500px;overflow:auto}.chart-wrapper,.nav-tabs-custom,.sbframe-commentary{background:#fff;border:1px solid #dfdfdf;border-radius:.25rem;margin-bottom:8px;margin-right:8px}.chart-title{border-bottom:1px solid #dfdfdf;font-size:14px;font-weight:300;padding:7px 10px 4px;color:inherit;font-family:inherit}.chart-wrapper .chart-title:empty{display:none}.chart-wrapper .chart-stage{overflow:hidden;padding:5px 10px;position:relative}.chart-wrapper .chart-notes{background:#fcfcfc;border-top:1px solid #dfdfdf;color:#999;font-size:12.25px;padding:8px 10px 5px}#dashboard-container{visibility:hidden}.tab-content>.dashboard-page-wrapper.active{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex}.dashboard-page-wrapper{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-box-orient:vertical;-webkit-box-direction:normal;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column}.dashboard-row-orientation{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-box-orient:vertical;-webkit-box-direction:normal;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column}.dashboard-row{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-box-orient:horizontal;-webkit-box-direction:normal;-webkit-flex-direction:row;-ms-flex-direction:row;flex-direction:row}.dashboard-row-flex{-webkit-box-flex:1;-webkit-flex:1;-ms-flex:1;flex:1}.dashboard-column-orientation{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-box-orient:horizontal;-webkit-box-direction:normal;-webkit-flex-direction:row;-ms-flex-direction:row;flex-direction:row}.dashboard-column{-webkit-box-flex:1;-webkit-flex:1;-ms-flex:1;flex:1;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-box-orient:vertical;-webkit-box-direction:normal;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column}.chart-wrapper-flex{-webkit-box-flex:1;-webkit-flex:1;-ms-flex:1;flex:1;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-box-orient:vertical;-webkit-box-direction:normal;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column}.chart-stage-flex{-webkit-box-flex:1;-webkit-flex:1;-ms-flex:1;flex:1;position:relative}.chart-shim{position:absolute;left:8px;top:8px;right:8px;bottom:8px}.no-padding .chart-shim{left:0;top:0;right:0;bottom:0}.flowing-content-shim{overflow:auto;left:0;top:0;right:0;bottom:0;padding-left:8px;padding-right:8px}.flowing-content-container{padding-top:8px;padding-bottom:8px}.chart-stage .table-bordered{border:none}.chart-stage .table-bordered>tbody>tr>th,.chart-stage .table-bordered>tfoot>tr>th,.chart-stage .table-bordered>tbody>tr>td,.chart-stage .table-bordered>tfoot>tr>td{border:none}.chart-stage .table-bordered>tbody>tr>td{border-top:1px solid #dfdfdf}.chart-stage .table-bordered>thead>tr>th{border:none;border-bottom:2px solid #dfdfdf}.bootstrap-table table>thead{background-color:#fff}.bootstrap-table table.data,.bootstrap-table table.shiny-table{width:inherit !important}.bootstrap-table table.data>tbody>tr>th,.bootstrap-table table.shiny-table>tbody>tr>th{border-top:none;border-bottom:2px solid #dfdfdf;padding:5px}.bootstrap-table .data td[align=right]{font-family:inherit}.chart-wrapper form{padding-left:5px;padding-right:5px}.shiny-input-container label{font-weight:normal}.chart-stage .html-widget{width:100% !important;height:100% !important}.chart-stage .html-widget-static-bound{width:100% !important;height:100% !important}.chart-stage .shiny-bound-output{width:100% !important;height:100% !important}.chart-shim>p:empty{display:none}.chart-stage>p:empty{display:none}.chart-stage .knitr-options{display:none}.image-container{position:absolute;top:0;left:0;right:0;bottom:0;margin:0}.image-container img{opacity:0;overflow:hidden}.storyboard-nav .sbnext,.storyboard-nav .sbprev{font-size:49px;color:#333}.storyboard-nav .sbframelist ul li{background:#fff;border:1px solid #dfdfdf;border-radius:.25rem;color:#666;font-size:14px}.storyboard-nav .sbframelist ul li.active{color:#fff;background-color:rgba(51,122,183,0.7)}.sbframe-commentary{background:#fcfcfc;font-size:14px}.nav-tabs-custom>.nav-tabs{margin:0;border-bottom:1px solid #dfdfdf;color:rgba(92,92,92,0.6);font-size:14px;font-weight:300;font-family:inherit;border-top-right-radius:3px;border-top-left-radius:3px}.nav-tabs-custom>.nav-tabs>li{border-top:3px solid transparent;margin-bottom:-1px;margin-right:5px}.nav-tabs-custom>.nav-tabs>li>a,.nav-tabs-custom>.nav-tabs>li>a:active{color:#5c5c5c;font-weight:300;font-size:14px;border-radius:0;padding:3px 10px 5px;text-transform:none}.nav-tabs-custom>.nav-tabs>li:not(.active)>a{border-bottom-color:transparent}.nav-tabs-custom>.nav-tabs>li>a.text-muted{color:rgba(92,92,92,0.6)}.nav-tabs-custom>.nav-tabs>li>a,.nav-tabs-custom>.nav-tabs>li>a:hover{background:transparent;margin:0}.nav-tabs-custom>.nav-tabs>li>a:hover{color:rgba(92,92,92,0.6)}.nav-tabs-custom>.nav-tabs>li:not(.active)>a:hover,.nav-tabs-custom>.nav-tabs>li:not(.active)>a:focus,.nav-tabs-custom>.nav-tabs>li:not(.active)>a:active{border-color:transparent}.nav-tabs-custom>.nav-tabs>li.active{border-top-color:#337ab7}.nav-tabs-custom>.nav-tabs>li.active>a,.nav-tabs-custom>.nav-tabs>li.active:hover>a{background-color:#fff;color:#5c5c5c}.nav-tabs-custom>.nav-tabs>li.active>a{border-top-color:transparent;border-left-color:#dfdfdf;border-right-color:#dfdfdf}.nav-tabs-custom>.nav-tabs>li:first-of-type{margin-left:0}.nav-tabs-custom>.nav-tabs>li:first-of-type.active>a{border-left-color:transparent}.nav-tabs-custom>.nav-tabs.pull-right{float:none !important}.nav-tabs-custom>.nav-tabs.pull-right>li{float:right}.nav-tabs-custom>.nav-tabs.pull-right>li:first-of-type{margin-right:0}.nav-tabs-custom>.nav-tabs.pull-right>li:first-of-type>a{border-left-width:1px}.nav-tabs-custom>.nav-tabs.pull-right>li:first-of-type.active>a{border-left-color:#dfdfdf;border-right-color:transparent}.nav-tabs-custom>.nav-tabs>li.header{line-height:35px;padding:0 10px;font-size:21px;color:#5c5c5c}.nav-tabs-custom>.nav-tabs>li.header>.fa,.nav-tabs-custom>.nav-tabs>li.header>.glyphicon,.nav-tabs-custom>.nav-tabs>li.header>.ion{margin-right:5px}.nav-tabs-custom>.tab-content{background:#fff;padding:0;border-bottom-right-radius:3px;border-bottom-left-radius:3px;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex}.nav-tabs-custom>.tab-content>.chart-wrapper{background:#fff;border:none;margin:0}.nav-tabs-custom>.tab-content>.active{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex}.nav-tabs-custom .dropdown.open>a:active,.nav-tabs-custom .dropdown.open>a:focus{background:transparent;color:#5c5c5c}@media (max-width: 767px){.value-box{text-align:center;margin-right:8px}.value-box .icon{display:none}}.section.sidebar{position:fixed;top:51px;left:0;bottom:0;border-right:1px solid #dfdfdf;background-color:rgba(51,122,183,0.1);padding-top:10px;padding-left:10px;padding-right:10px;visibility:hidden;overflow:auto}.section.sidebar form p:first-child{margin-top:10px}#flexdashboard-source-code{display:none}.featherlight-content #flexdashboard-source-code{display:inline-block}.featherlight-content{width:80%;max-width:800px;padding:0 !important;border-bottom:none !important}.featherlight:last-of-type{background:rgba(51,51,51,0.7)}.featherlight-inner{width:100%}.featherlight-content pre{margin:0;border:0;background:#fff;font-size:12.25px}.unselectable{-ms-user-select:none;-webkit-user-select:none;-khtml-user-select:none;-moz-user-select:-moz-none;-o-user-select:none;user-select:none}#flexdashboard-source-code code{-ms-user-select:text;-webkit-user-select:text;-khtml-user-select:text;-moz-user-select:text;-o-user-select:text;user-select:text}.dataTables_filter input[type="search"]{-webkit-appearance:searchfield;outline:none}.dataTables_wrapper.no-footer .dataTables_info{padding-top:0}table.dataTable thead th{border-bottom:1px solid #dfdfdf}.dataTables_wrapper.no-footer .dataTables_scrollBody{border-bottom:1px solid #dfdfdf}.desktop-layout div.section.mobile{display:none}.mobile-layout div.section.no-mobile{display:none}.mobile-figure{display:none}
+</style>
+<style type="text/css">body {
+padding-top: 69px;
+}
+.section.sidebar {
+top: 60px;
+background-color: rgba(24, 188, 156, 0.1);
+}
+.value-box {
+color: #fff;
+}
+.storyboard-nav .sbframelist ul li.active {
+background-color: rgba(44, 62, 80, 0.7);
+}
+.nav-tabs-custom > .nav-tabs > li.active {
+border-top-color: rgba(44, 62, 80, 0.7);
+}
+</style>
+<style type="text/css">
+
+.storyboard-nav button {
+background: transparent;
+border: 0;
+opacity: .3;
+outline: none;
+padding: 0;
+}
+.storyboard-nav button:hover,
+.storyboard-nav button:hover {
+opacity: .5;
+}
+.storyboard-nav button:disabled,
+.storyboard-nav button:disabled {
+opacity: .1;
+}
+.storyboard-nav .sbnext,
+.storyboard-nav .sbprev {
+float: left;
+width: 2%;
+height: 120px;
+}
+.storyboard-nav .sbprev {
+text-align: left;
+width: 2%;
+}
+.storyboard-nav .sbnext {
+float: right;
+text-align: right;
+margin-right: 8px;
+}
+.storyboard-nav .sbframelist {
+margin: 0 auto;
+width: 94%;
+height: 120px;
+overflow: hidden;
+text-shadow: none;
+margin-bottom: 8px;
+}
+.storyboard-nav .sbframelist ul {
+list-style: none;
+margin: 0;
+padding: 0;
+height: 100%;
+}
+.storyboard-nav .sbframelist ul li {
+float: left;
+width: 270px;
+height: 100%;
+padding: 10px 10px 10px 10px;
+margin-right: 8px;
+text-align: left;
+cursor: pointer;
+}
+.storyboard-nav .sbframelist ul li:last-child {
+margin-right: 0px;
+}
+.sbframe-commentary {
+width: 300px;
+}
+.sbframe-commentary ul {
+padding-left: 22px;
+}
+.sbframe.active {
+display: flex;
+}
+.sbframe:not(.active) {
+display: none;
+}
+</style>
+
+
+
+</head>
+
+<body>
+
+<div class="navbar navbar-inverse navbar-fixed-top" role="navigation">
+<div class="container-fluid">
+<div class="navbar-header">
+
+<span class="navbar-logo pull-left">
+  
+</span>
+<span class="navbar-brand">
+  Making R Work in Government
+  <span class="navbar-author">
+        </span>
+</span>
+
+<button id="navbar-button" type="button" class="navbar-toggle collapsed pull-right" data-toggle="collapse" data-bs-toggle="collapse" data-target="#navbar" data-bs-target="#navbar">
+<span class="icon-bar"></span>
+<span class="icon-bar"></span>
+<span class="icon-bar"></span>
+</button>
+
+</div>
+<div id="navbar" class="navbar-collapse collapse">
+<ul class="nav navbar-nav navbar-left">
+</ul>
+<ul class="nav navbar-nav navbar-right">
+</ul>
+</div><!--/.nav-collapse-->
+</div><!--/.container-->
+</div><!--/.navbar-->
+
+<script type="text/javascript">
+
+
+var FlexDashboard = (function () {
+
+  // initialize options
+  var _options = {};
+
+  var FlexDashboard = function() {
+
+    // default options
+    _options = $.extend(_options, {
+      theme: "cosmo",
+      fillPage: false,
+      orientation: 'columns',
+      storyboard: false,
+      defaultFigWidth: 576,
+      defaultFigHeight: 461,
+      defaultFigWidthMobile: 360,
+      defaultFigHeightMobile: 461,
+      isMobile: false,
+      isPortrait: false,
+      resize_reload: true
+    });
+  };
+
+  function init(options) {
+
+    // extend default options
+    $.extend(true, _options, options);
+
+    // add ids to sections that don't have them (pandoc won't assign ids
+    // to e.g. sections with titles consisting of only chinese characters)
+    var nextId = 1;
+    $('.level1:not([id]),.level2:not([id]),.level3:not([id])').each(function() {
+      $(this).attr('id', 'dashboard-' + nextId++);
+    });
+
+    // find navbar items
+    var navbarItems = $('#flexdashboard-navbar');
+    if (navbarItems.length)
+      navbarItems = JSON.parse(navbarItems.html());
+    addNavbarItems(navbarItems);
+
+    // find the main dashboard container
+    var dashboardContainer = $('#dashboard-container');
+
+    // resolve mobile classes
+    resolveMobileClasses(dashboardContainer);
+
+    // one time global initialization for components
+    componentsInit(dashboardContainer);
+
+    // look for a global sidebar
+    var globalSidebar = dashboardContainer.find(".section.level1.sidebar");
+    if (globalSidebar.length > 0) {
+
+      // global layout for fullscreen displays
+      if (!isMobilePhone()) {
+
+         // hoist it up to the top level
+         globalSidebar.insertBefore(dashboardContainer);
+
+         // lay it out (set width/positions)
+         layoutSidebar(globalSidebar, dashboardContainer);
+
+      // tuck sidebar into first page for mobile phones
+      } else {
+
+        // convert it into a level3 section
+        globalSidebar.removeClass('sidebar');
+        globalSidebar.removeClass('level1');
+        globalSidebar.addClass('level3');
+        var h1 = globalSidebar.children('h1');
+        var h3 = $('<h3></h3>');
+        h3.append(h1.contents());
+        h3.insertBefore(h1);
+        h1.detach();
+
+        // move it into the first page
+        var page = dashboardContainer.find('.section.level1').first();
+        if (page.length > 0)
+          page.prepend(globalSidebar);
+      }
+    }
+
+    // look for pages to layout
+    var pages = $('div.section.level1');
+    if (pages.length > 0) {
+
+        // find the navbar and collapse on clicked
+        var navbar = $('#navbar');
+        navbar.on("click", "a[data-toggle!=dropdown]", null, function () {
+           navbar.collapse('hide');
+        });
+
+        // envelop the dashboard container in a tab content div
+        dashboardContainer.wrapInner('<div class="tab-content"></div>');
+
+        pages.each(function(index) {
+
+          // lay it out
+          layoutDashboardPage($(this));
+
+          // add it to the navbar
+          addToNavbar($(this), index === 0);
+
+        });
+
+    } else {
+
+      // remove the navbar and navbar button if we don't
+      // have any navbuttons
+      if (navbarItems.length === 0) {
+        $('#navbar').remove();
+        $('#navbar-button').remove();
+      }
+
+      // add the storyboard class if requested
+      if (_options.storyboard)
+        dashboardContainer.addClass('storyboard');
+
+      // layout the entire page
+      layoutDashboardPage(dashboardContainer);
+    }
+
+    // if we are in shiny we need to trigger a window resize event to
+    // force correct layout of shiny-bound-output elements
+    if (isShinyDoc())
+      $(window).trigger('resize');
+
+    // make main components visible
+    $('.section.sidebar').css('visibility', 'visible');
+    dashboardContainer.css('visibility', 'visible');
+
+    // handle location hash
+    handleLocationHash();
+
+    // intialize prism highlighting
+    initPrismHighlighting();
+
+    // record mobile and orientation state then register a handler
+    // to refresh if resize_reload is set to true and it changes
+    _options.isMobile = isMobilePhone();
+    _options.isPortrait = isPortrait();
+    if (_options.resize_reload) {
+      $(window).on('resize', function() {
+        if (_options.isMobile !== isMobilePhone() ||
+            _options.isPortrait !== isPortrait()) {
+          window.location.reload();
+        }
+      });
+    } else {
+      // if in desktop mode and resizing to mobile, make sure the heights are 100%
+      // This enforces what `fillpage.css` does for "wider" pages.
+      // Since we are not reloading once the page becomes small, we need to force the height to 100%
+      // This is a new situation introduced when `_options.resize_reload` is `false`
+      if (! _options.isMobile) {
+        // only add if `fillpage.css` was added in the first place
+        if (_options.fillPage) {
+          // fillpage.css
+          $("html,body,#dashboard").css("height", "100%");
+        }
+      }
+    }
+    // trigger layoutcomplete event
+    dashboardContainer.trigger('flexdashboard:layoutcomplete');
+  }
+
+  function resolveMobileClasses(dashboardContainer) {
+     // add top level layout class
+    dashboardContainer.addClass(isMobilePhone() ? 'mobile-layout' :
+                                                  'desktop-layout');
+
+    // look for .mobile sections and add .no-mobile to their peers
+    var mobileSections = $('.section.mobile');
+    mobileSections.each(function() {
+       var id = $(this).attr('id');
+       var nomobileId = id.replace(/-\d+$/, '');
+       $('#' + nomobileId).addClass('no-mobile');
+    });
+  }
+
+  function addNavbarItems(navbarItems) {
+
+    var navbarLeft = $('ul.navbar-left');
+    var navbarRight = $('ul.navbar-right');
+
+    for (var i = 0; i<navbarItems.length; i++) {
+
+      // get the item
+      var item = navbarItems[i];
+
+      // determine the container
+      var container = null;
+      if (item.align === "left")
+        container = navbarLeft;
+      else
+        container = navbarRight;
+
+      // navbar menu if we have multiple items
+      if (item.items) {
+        var menu = navbarMenu(null, item.icon, item.title, container);
+        for (var j = 0; j<item.items.length; j++) {
+          var subItem = item.items[j];
+          var li = $('<li></li>');
+          var a = navbarLink(subItem.icon, subItem.title, subItem.href, subItem.target);
+          a.removeClass("nav-link").addClass("dropdown-item");
+          li.append(a);
+          menu.append(li);
+        }
+      } else {
+        var li = $('<li class="nav-item"></li>');
+        li.append(navbarLink(item.icon, item.title, item.href, item.target));
+        container.append(li);
+      }
+    }
+  }
+
+  // create or get a reference to an existing dropdown menu
+  function navbarMenu(id, icon, title, container) {
+    var existingMenu = [];
+    if (id)
+      existingMenu = container.children('#' + id);
+    if (existingMenu.length > 0) {
+      return existingMenu.children('ul');
+    } else {
+      var li = $('<li class="nav-item"></li>');
+      if (id)
+        li.attr('id', id);
+      li.addClass('dropdown');
+      // auto add "Share" title on mobile if necessary
+      if (!title && icon && (icon === "fa-share-alt") && isMobilePhone())
+        title = "Share";
+      if (title) {
+        title = title + ' <span class="caret"></span>';
+      }
+      var a = navbarLink(icon, title, "#");
+      a.addClass('dropdown-toggle');
+      a.attr('data-toggle', 'dropdown');
+      a.attr('data-bs-toggle', 'dropdown');
+      a.attr('role', 'button');
+      a.attr('aria-expanded', 'false');
+      li.append(a);
+      var ul = $('<ul class="dropdown-menu"></ul>');
+      ul.attr('role', 'menu');
+      li.append(ul);
+      container.append(li);
+      return ul;
+    }
+  }
+
+  function addToNavbar(page, active) {
+
+    // capture the id and data-icon attribute (if any)
+    var id = page.attr('id');
+    var icon = page.attr('data-icon');
+    var navmenu = page.attr('data-navmenu');
+    var navmenuIcon = page.attr('data-navmenu-icon');
+
+    // get hidden state (transfer this to navbar)
+    var hidden = page.hasClass('hidden');
+    page.removeClass('hidden');
+
+    // sanitize the id for use with bootstrap tabs
+    id = id.replace(/[.\/?&!#<>]/g, '').replace(/\s/g, '_');
+    page.attr('id', id);
+
+    // get the wrapper
+    var wrapper = page.closest('.dashboard-page-wrapper');
+
+    // move the id to the wrapper
+    page.removeAttr('id');
+    wrapper.attr('id', id);
+
+    // add the tab-pane class to the wrapper
+    wrapper.addClass('tab-pane');
+
+    // get a reference to the h1, discover its inner contens, then detach it
+    var h1 = wrapper.find('h1').first();
+    var title = h1.contents();
+    h1.detach();
+
+    // create a navbar item
+    var li = $('<li></li>');
+    var a = navbarLink(icon, title, '#' + id);
+    a.attr('data-toggle', 'tab');
+    a.attr('data-bs-toggle', 'tab');
+    li.append(a);
+
+    // add it to the navbar (or navbar menu if specified)
+    var container = $('ul.navbar-left');
+    if (navmenu) {
+      var menuId = navmenu.replace(/\s+/g, '');
+      var menu = navbarMenu(menuId, navmenuIcon, navmenu, container);
+      li.find("> a").removeClass("nav-link").addClass("dropdown-item");
+      menu.append(li);
+    } else {
+      li.addClass("nav-item")
+      container.append(li);
+    }
+
+    // mark active tab and corresponding nav menu item
+    if (active)
+      $(a).tab("show");
+
+    // hide it if requested
+    if (hidden)
+      li.addClass('hidden');
+  }
+
+  function navbarLink(icon, title, href, target) {
+
+    var a = $('<a class="nav-link"></a>');
+    if (icon) {
+
+      // get the name of the icon set and icon
+      var dashPos = icon.indexOf("-");
+      var iconSet = null;
+      var iconSplit = icon.split(" ");
+      if (iconSplit.length > 1) {
+        iconSet = iconSplit[0];
+        icon = iconSplit.slice(1).join(" ");
+      } else {
+        iconSet = icon.substring(0, dashPos);
+      }
+      var iconName = icon.substring(dashPos + 1);
+
+      // create the icon
+      var iconElement = $('<span class="' + iconSet + ' ' + icon + '"></span>');
+      if (title)
+        iconElement.css('margin-right', '7px');
+      a.append(iconElement);
+      // if href is null see if we can auto-generate based on icon (e.g. social)
+      if (!href)
+        maybeGenerateLinkFromIcon(iconName, a);
+    }
+    if (title)
+      a.append(title);
+
+    // add the href.
+    if (href) {
+      if (href === "source_embed") {
+        a.attr('href', '#');
+        a.attr('data-featherlight', "#flexdashboard-source-code");
+        a.featherlight({
+            beforeOpen: function(event){
+              $('body').addClass('unselectable');
+            },
+            afterClose: function(event){
+              $('body').removeClass('unselectable');
+            }
+        });
+      } else {
+        a.attr('href', href);
+      }
+    }
+
+    // add the arget
+    if (target)
+      a.attr('target', target);
+
+    return a;
+  }
+
+  // auto generate a link from an icon name (e.g. twitter) when possible
+  function maybeGenerateLinkFromIcon(iconName, a) {
+
+     var serviceLinks = {
+      "twitter": "https://twitter.com/share?text=" + encodeURIComponent(document.title) + "&url="+encodeURIComponent(location.href),
+      "facebook": "https://www.facebook.com/sharer/sharer.php?u="+encodeURIComponent(location.href),
+      "linkedin": "https://www.linkedin.com/shareArticle?mini=true&url="+encodeURIComponent(location.href) + "&title=" + encodeURIComponent(document.title),
+      "pinterest": "https://pinterest.com/pin/create/link/?url="+encodeURIComponent(location.href) + "&description=" + encodeURIComponent(document.title)
+    };
+
+    var makeSocialLink = function(a, href) {
+      a.attr('href', '#');
+      a.on('click', function(e) {
+        e.preventDefault();
+        window.open(href);
+      });
+    };
+
+    $.each(serviceLinks, function(key, value) {
+      if (iconName.indexOf(key) !== -1)
+        makeSocialLink(a, value);
+    });
+  }
+
+  // layout a dashboard page
+  function layoutDashboardPage(page) {
+
+    // use a page wrapper so that free form content above the
+    // dashboard appears at the top rather than the side (as it
+    // would without the wrapper in a column orientation)
+    var wrapper = $('<div class="dashboard-page-wrapper"></div>');
+    page.wrap(wrapper);
+
+    // if there are no level2 or level3 headers synthesize a level3
+    // header to contain the (e.g. frame it, scroll container, etc.)
+    var headers = page.find('h2,h3');
+    if (headers.length === 0)
+      page.wrapInner('<div class="section level3"></div>');
+
+    // hoist up any content before level 2 or level 3 headers
+    var children = page.children();
+    children.each(function(index) {
+      if ($(this).hasClass('level2') || $(this).hasClass('level3'))
+        return false;
+      $(this).insertBefore(page);
+    });
+
+    // determine orientation and fillPage behavior for distinct media
+    var orientation, fillPage, storyboard;
+
+    // media: mobile phone
+    if (isMobilePhone()) {
+
+      // if there is a sidebar we need to ensure it's content
+      // is properly framed as an h3
+      var sidebar = page.find('.section.sidebar');
+      sidebar.removeClass('sidebar');
+      sidebar.wrapInner('<div class="section level3"></div>');
+      var h2 = sidebar.find('h2');
+      var h3 = $('<h3></h3>');
+      h3.append(h2.contents());
+      h3.insertBefore(h2);
+      h2.detach();
+
+      // wipeout h2 elements then enclose them in a single h2
+      var level2 = page.find('div.section.level2');
+      level2.each(function() {
+        level2.children('h2').remove();
+        level2.children().unwrap();
+      });
+      page.wrapInner('<div class="section level2"></div>');
+
+      // substitute mobile images
+      if (isPortrait()) {
+        var mobileFigures = $('img.mobile-figure');
+        mobileFigures.each(function() {
+          // get the src (might be base64 encoded)
+          var src = $(this).attr('src');
+
+          // find it's peer
+          var id = $(this).attr('data-mobile-figure-id');
+          var img = $('img[data-figure-id=' + id + "]");
+          img.attr('src', src)
+             .attr('width', _options.defaultFigWidthMobile)
+             .attr('height', _options.defaultFigHeightMobile);
+        });
+      }
+
+      // hoist storyboard commentary into it's own section
+      if (page.hasClass('storyboard')) {
+        var commentaryHR = page.find('div.section.level3 hr');
+        commentaryHR.each(function() {
+          var commentary = $(this).nextAll().detach();
+          var commentarySection = $('<div class="section level3"></div>');
+          commentarySection.append(commentary);
+          commentarySection.insertAfter($(this).closest('div.section.level3'));
+          $(this).remove();
+        });
+      }
+
+      // force a non full screen layout by columns
+      orientation = _options.orientation = 'columns';
+      fillPage = _options.fillPage = false;
+      storyboard = _options.storyboard = false;
+
+    // media: desktop
+    } else {
+
+      // determine orientation
+      orientation = page.attr('data-orientation');
+      if (orientation !== 'rows' && orientation != 'columns')
+        orientation = _options.orientation;
+
+      // determine storyboard mode
+      storyboard = page.hasClass('storyboard');
+
+      // fillPage based on options (force for storyboard)
+      fillPage = _options.fillPage || storyboard;
+
+      // handle sidebar
+      var sidebar = page.find('.section.level2.sidebar');
+      if (sidebar.length > 0)
+        layoutSidebar(sidebar, page);
+    }
+
+    // give it and it's parent divs height: 100% if we are in fillPage mode
+    if (fillPage) {
+      page.addClass('vertical-layout-fill');
+      page.css('height', '100%');
+      page.parents('div').css('height', '100%');
+    } else {
+      page.addClass('vertical-layout-scroll');
+    }
+
+    // perform the layout
+    if (storyboard)
+      layoutPageAsStoryboard(page);
+    else if (orientation === 'rows')
+      layoutPageByRows(page, fillPage);
+    else if (orientation === 'columns')
+      layoutPageByColumns(page, fillPage);
+  }
+
+  function layoutSidebar(sidebar, content) {
+
+    // get it out of the header hierarchy
+    sidebar = sidebar.first();
+    if (sidebar.hasClass('level1')) {
+      sidebar.removeClass('level1');
+      sidebar.children('h1').remove();
+    } else if (sidebar.hasClass('level2')) {
+      sidebar.removeClass('level2');
+      sidebar.children('h2').remove();
+    }
+
+    // determine width
+    var sidebarWidth = isTablet() ? 220 : 250;
+    var dataWidth = parseInt(sidebar.attr('data-width'));
+    if (dataWidth)
+      sidebarWidth = dataWidth;
+
+    // set the width and shift the page right to accomodate the sidebar
+    sidebar.css('width', sidebarWidth + 'px');
+    content.css('padding-left', sidebarWidth + 'px');
+
+    // wrap it's contents in a form
+    sidebar.wrapInner($('<form></form>'));
+  }
+
+  function layoutPageAsStoryboard(page) {
+
+    // create storyboard navigation
+    var nav = $('<div class="storyboard-nav"></div>');
+
+    // add navigation buttons
+    var prev = $('<button class="sbprev"><i class="fa fa-angle-left"></i></button>');
+    nav.append(prev);
+    var next= $('<button class="sbnext"><i class="fa fa-angle-right"></i></button>');
+    nav.append(next);
+
+    // add navigation frame
+    var frameList = $('<div class="sbframelist"></div>');
+    nav.append(frameList);
+    var ul = $('<ul></ul>');
+    frameList.append(ul);
+
+     // find all the level3 sections (those are the storyboard frames)
+    var frames = page.find('div.section.level3');
+    frames.each(function() {
+
+      // mark it
+      $(this).addClass('sbframe');
+
+      // divide it into chart content and (optional) commentary
+      $(this).addClass('dashboard-column-orientation');
+
+      // stuff the chart into it's own div w/ flex
+      $(this).wrapInner('<div class="sbframe-component"></div>');
+      setFlex($(this), 1);
+      var frame = $(this).children('.sbframe-component');
+
+      // extract the title from the h3
+      var li = $('<li></li>');
+      var h3 = frame.children('h3');
+      li.append(h3.contents());
+      h3.detach();
+      ul.append(li);
+
+      // extract commentary
+      var hr = frame.children('hr');
+      if (hr.length) {
+        var commentary = hr.nextAll().detach();
+        hr.remove();
+        var commentaryFrame = $('<div class="sbframe-commentary"></div>');
+        commentaryFrame.addClass('flowing-content-shim');
+        commentaryFrame.addClass('flowing-content-container');
+        commentaryFrame.append(commentary);
+        $(this).append(commentaryFrame);
+
+        // look for a data-commentary-width attribute
+        var commentaryWidth = $(this).attr('data-commentary-width');
+        if (commentaryWidth)
+          commentaryFrame.css('width', commentaryWidth + 'px');
+      }
+
+      // layout the chart (force flex)
+      var result = layoutChart(frame, true);
+
+      // ice the notes if there are none
+      if (!result.notes)
+        frame.find('.chart-notes').remove();
+
+      // set flex on chart
+      setFlex(frame, 1);
+    });
+
+    // create a div to hold all the frames
+    var frameContent = $('<div class="sbframe-content"></div>');
+    frameContent.addClass('dashboard-row-orientation');
+    frameContent.append(frames.detach());
+
+    // row orientation to stack nav and frame content
+    page.addClass('dashboard-row-orientation');
+    page.append(nav);
+    page.append(frameContent);
+    setFlex(frameContent, 1);
+
+    // initialize sly
+    var sly = new Sly(frameList, {
+    		horizontal: true,
+    		itemNav: 'basic',
+    		smart: true,
+    		activateOn: 'click',
+    		startAt: 0,
+    		scrollBy: 1,
+    		activatePageOn: 'click',
+    		speed: 200,
+    		moveBy: 600,
+    		dragHandle: true,
+    		dynamicHandle: true,
+    		clickBar: true,
+    		keyboardNavBy: 'items',
+    		next: next,
+    		prev: prev
+    	}).init();
+
+    // make first frame active
+    frames.removeClass('active');
+    frames.first().addClass('active');
+
+    // subscribe to frame changed events
+    sly.on('active', function (eventName, itemIndex) {
+      frames.removeClass('active');
+      frames.eq(itemIndex).addClass('active')
+                          .trigger('shown');
+    });
+  }
+
+  function layoutPageByRows(page, fillPage) {
+
+    // row orientation
+    page.addClass('dashboard-row-orientation');
+
+    // find all the level2 sections (those are the rows)
+    var rows = page.find('div.section.level2');
+
+    // if there are no level2 sections then treat the
+    // entire page as if it's a level 2 section
+    if (rows.length === 0) {
+      page.wrapInner('<div class="section level2"></div>');
+      rows = page.find('div.section.level2');
+    }
+
+    rows.each(function () {
+
+      // flags
+      var haveNotes = false;
+      var haveFlexHeight = true;
+
+      // remove the h2
+      $(this).children('h2').remove();
+
+      // check for a tabset
+      var isTabset = $(this).hasClass('tabset');
+      if (isTabset)
+        layoutTabset($(this));
+
+      // give it row layout semantics if it's not a tabset
+      if (!isTabset)
+        $(this).addClass('dashboard-row');
+
+      // find all of the level 3 subheads
+      var columns = $(this).find('div.section.level3');
+
+      // determine figureSizes sizes
+      var figureSizes = chartFigureSizes(columns);
+
+      // fixup the columns
+      columns.each(function(index) {
+
+        // layout the chart (force flex if we are in a tabset)
+        var result = layoutChart($(this), isTabset);
+
+        // update flexHeight state
+        if (!result.flex)
+          haveFlexHeight = false;
+
+        // update state
+        if (result.notes)
+          haveNotes = true;
+
+        // set the column flex based on the figure width
+        // (value boxes will just get the default figure width)
+        var chartWidth = figureSizes[index].width;
+        setFlex($(this), chartWidth + ' ' + chartWidth + ' 0px');
+
+      });
+
+      // remove empty chart note divs
+      if (isTabset)
+        $(this).find('.chart-notes').filter(function() {
+            return $(this).html() === "&nbsp;";
+        }).remove();
+      if (!haveNotes)
+        $(this).find('.chart-notes').remove();
+
+       // make it a flexbox row
+      if (haveFlexHeight)
+        $(this).addClass('dashboard-row-flex');
+
+      // now we can set the height on all the wrappers (based on maximum
+      // figure height + room for title and notes, or data-height on the
+      // container if specified). However, don't do this if there is
+      // no flex on any of the constituent columns
+      var flexHeight = null;
+      var dataHeight = parseInt($(this).attr('data-height'));
+      if (dataHeight)
+        flexHeight = adjustedHeight(dataHeight, columns.first());
+      else if (haveFlexHeight)
+        flexHeight = maxChartHeight(figureSizes, columns);
+      if (flexHeight) {
+        if (fillPage)
+          setFlex($(this), flexHeight + ' ' + flexHeight + ' 0px');
+        else {
+          $(this).css('height', flexHeight + 'px');
+          setFlex($(this), '0 0 ' + flexHeight + 'px');
+        }
+      }
+
+    });
+  }
+
+  function layoutPageByColumns(page, fillPage) {
+
+    // column orientation
+    page.addClass('dashboard-column-orientation');
+
+    // find all the level2 sections (those are the columns)
+    var columns = page.find('div.section.level2');
+
+    // if there are no level2 sections then treat the
+    // entire page as if it's a level 2 section
+    if (columns.length === 0) {
+      page.wrapInner('<div class="section level2"></div>');
+      columns = page.find('div.section.level2');
+    }
+
+    // layout each column
+    columns.each(function (index) {
+
+      // remove the h2
+      $(this).children('h2').remove();
+
+      // make it a flexbox column
+      $(this).addClass('dashboard-column');
+
+      // check for a tabset
+      var isTabset = $(this).hasClass('tabset');
+      if (isTabset)
+        layoutTabset($(this));
+
+      // find all the h3 elements
+      var rows = $(this).find('div.section.level3');
+
+      // get the figure sizes for the rows
+      var figureSizes = chartFigureSizes(rows);
+
+      // column flex is the max row width (or data-width if specified)
+      var flexWidth;
+      var dataWidth = parseInt($(this).attr('data-width'));
+      if (dataWidth)
+        flexWidth = dataWidth;
+      else
+        flexWidth = maxChartWidth(figureSizes);
+      setFlex($(this), flexWidth + ' ' + flexWidth + ' 0px');
+
+      // layout each chart
+      rows.each(function(index) {
+
+        // perform the layout
+        var result = layoutChart($(this), false);
+
+        // ice the notes if there are none
+        if (!result.notes)
+          $(this).find('.chart-notes').remove();
+
+        // set flex height based on figHeight, then adjust
+        if (result.flex) {
+          var chartHeight = figureSizes[index].height;
+          chartHeight = adjustedHeight(chartHeight, $(this));
+          if (fillPage)
+            setFlex($(this), chartHeight + ' ' + chartHeight + ' 0px');
+          else {
+            $(this).css('height', chartHeight + 'px');
+            setFlex($(this), chartHeight + ' ' + chartHeight + ' ' + chartHeight + 'px');
+          }
+        }
+      });
+    });
+  }
+
+  function chartFigureSizes(charts) {
+
+    // sizes
+    var figureSizes = new Array(charts.length);
+
+    // check each chart
+    charts.each(function(index) {
+
+      // start with default
+      figureSizes[index] = {
+        width: _options.defaultFigWidth,
+        height: _options.defaultFigHeight
+      };
+
+      // look for data-height or data-width then knit options
+      var dataWidth = parseInt($(this).attr('data-width'));
+      var dataHeight = parseInt($(this).attr('data-height'));
+      var knitrOptions = $(this).find('.knitr-options:first');
+      var knitrWidth, knitrHeight;
+      if (knitrOptions) {
+        knitrWidth = parseInt(knitrOptions.attr('data-fig-width'));
+        knitrHeight =  parseInt(knitrOptions.attr('data-fig-height'));
+      }
+
+      // width
+      if (dataWidth)
+        figureSizes[index].width = dataWidth;
+      else if (knitrWidth)
+        figureSizes[index].width = knitrWidth;
+
+      // height
+      if (dataHeight)
+        figureSizes[index].height = dataHeight;
+      else if (knitrHeight)
+        figureSizes[index].height = knitrHeight;
+    });
+
+    // return sizes
+    return figureSizes;
+  }
+
+  function maxChartHeight(figureSizes, charts) {
+
+    // first compute the maximum height
+    var maxHeight = _options.defaultFigHeight;
+    for (var i = 0; i<figureSizes.length; i++)
+      if (figureSizes[i].height > maxHeight)
+        maxHeight = figureSizes[i].height;
+
+    // now add offests for chart title and chart notes
+    if (charts.length)
+      maxHeight = adjustedHeight(maxHeight, charts.first());
+
+    return maxHeight;
+  }
+
+  function adjustedHeight(height, chart) {
+    if (chart.length > 0) {
+      var chartTitle = chart.find('.chart-title');
+      if (chartTitle.length)
+        height += chartTitle.first().outerHeight();
+      var chartNotes = chart.find('.chart-notes');
+      if (chartNotes.length)
+        height += chartNotes.first().outerHeight();
+    }
+    return height;
+  }
+
+  function maxChartWidth(figureSizes) {
+    var maxWidth = _options.defaultFigWidth;
+    for (var i = 0; i<figureSizes.length; i++)
+      if (figureSizes[i].width > maxWidth)
+        maxWidth = figureSizes[i].width;
+    return maxWidth;
+  }
+
+  // layout a chart
+  function layoutChart(chart, forceFlex) {
+
+    // state to return
+    var result = {
+      notes: false,
+      flex: false
+    };
+
+    // extract the title
+    var title = extractTitle(chart);
+
+    // find components that apply to this container
+    var components = componentsFind(chart);
+
+    // if it's a custom component then call it and return
+    var customComponents = componentsCustom(components);
+    if (customComponents.length) {
+      componentsLayout(customComponents, title, chart);
+      result.notes = false;
+      result.flex = forceFlex || componentsFlex(customComponents);
+      return result;
+    }
+
+    // put all the content in a chart wrapper div
+    chart.addClass('chart-wrapper');
+    chart.wrapInner('<div class="chart-stage"></div>');
+    var chartContent = chart.children('.chart-stage');
+
+    // flex the content if appropriate
+    result.flex = forceFlex || componentsFlex(components);
+    if (result.flex) {
+      // add flex classes
+      chart.addClass('chart-wrapper-flex');
+      chartContent.addClass('chart-stage-flex');
+
+      // additional shim to break out of flexbox sizing
+      chartContent.wrapInner('<div class="chart-shim"></div>');
+      chartContent = chartContent.children('.chart-shim');
+    }
+
+    // set custom data-padding attribute
+    var pad = chart.attr('data-padding');
+    if (pad) {
+      if (pad === "0")
+        chart.addClass('no-padding');
+      else {
+        pad = pad + 'px';
+        chartContent.css('left', pad)
+                    .css('top', pad)
+                    .css('right', pad)
+                    .css('bottom', pad)
+      }
+    }
+
+    // call compoents
+    componentsLayout(components, title, chartContent);
+
+    // also activate components on shiny output
+    findShinyOutput(chartContent).on('shiny:value',
+      function(event) {
+        var element = $(event.target);
+        setTimeout(function() {
+
+          // see if we opted out of flex based on our output (for shiny
+          // we can't tell what type of output we have until after the
+          // value is bound)
+          var components = componentsFind(element);
+          var flex = forceFlex || componentsFlex(components);
+          if (!flex) {
+            chart.css('height', "");
+            setFlex(chart, "");
+            chart.removeClass('chart-wrapper-flex');
+            chartContent.removeClass('chart-stage-flex');
+            chartContent.children().unwrap();
+          }
+
+          // perform layout
+          componentsLayout(components, title, element.parent());
+        }, 10);
+      });
+
+    // add the title
+    var chartTitle = $('<div class="chart-title"></div>');
+    chartTitle.append(title);
+    chart.prepend(chartTitle);
+
+    // add the notes section
+    var chartNotes = $('<div class="chart-notes"></div>');
+    chartNotes.html('&nbsp;');
+    chart.append(chartNotes);
+
+    // attempt to extract notes if we have a component
+    if (components.length)
+      result.notes = extractChartNotes(chartContent, chartNotes);
+
+    // return result
+    return result;
+  }
+
+  // build a tabset from a section div with the .tabset class
+  function layoutTabset(tabset) {
+
+    // check for fade option
+    var fade = tabset.hasClass("tabset-fade");
+    var pills = tabset.hasClass("tabset-pills");
+    var navClass = pills ? "nav-pills" : "nav-tabs";
+
+    // determine the heading level of the tabset and tabs
+    var match = tabset.attr('class').match(/level(\d) /);
+    if (match === null)
+      return;
+    var tabsetLevel = Number(match[1]);
+    var tabLevel = tabsetLevel + 1;
+
+    // find all subheadings immediately below
+    var tabs = tabset.find("div.section.level" + tabLevel);
+    if (!tabs.length)
+      return;
+
+    // create tablist and tab-content elements
+    var tabList = $('<ul class="nav ' + navClass + '" role="tablist"></ul>');
+    $(tabs[0]).before(tabList);
+    var tabContent = $('<div class="tab-content"></div>');
+    $(tabs[0]).before(tabContent);
+
+    // build the tabset
+    var activeTab = 0;
+    tabs.each(function(i) {
+
+      // get the tab div
+      var tab = $(tabs[i]);
+
+      // get the id then sanitize it for use with bootstrap tabs
+      var id = tab.attr('id');
+
+      // see if this is marked as the active tab
+      if (tab.hasClass('active'))
+        activeTab = i;
+
+      // sanitize the id for use with bootstrap tabs
+      id = id.replace(/[.\/?&!#<>]/g, '').replace(/\s/g, '_');
+      tab.attr('id', id);
+
+      // get the heading element within it and grab it's text
+      var heading = tab.find('h' + tabLevel + ':first');
+      var headingDom = heading.contents();
+
+      // build and append the tab list item
+      var a = $('<a role="tab" data-toggle="tab" data-bs-toggle="tab" class="nav-link"></a>');
+      a.append(headingDom);
+      a.attr('href', '#' + id);
+      a.attr('aria-controls', id);
+      var li = $('<li role="presentation" class="nav-item"></li>');
+      li.append(a);
+      tabList.append(li);
+
+      // set it's attributes
+      tab.attr('role', 'tabpanel');
+      tab.addClass('tab-pane');
+      tab.addClass('tabbed-pane');
+      tab.addClass('no-title');
+      if (fade)
+        tab.addClass('fade');
+
+      // move it into the tab content div
+      tab.detach().appendTo(tabContent);
+    });
+
+    // set active tab
+    $(tabList.children()[activeTab]).tab("show");
+    var active = $(tabContent.children('div.section')[activeTab]);
+    active.addClass('active');
+    if (fade)
+      active.addClass('in');
+
+    // add nav-tabs-custom
+    tabset.addClass('nav-tabs-custom');
+
+    // internal layout is dashboard-column with tab-content flexing
+    tabset.addClass('dashboard-column');
+    setFlex(tabContent, 1);
+  }
+
+  // one time global initialization for components
+  function componentsInit(dashboardContainer) {
+    for (var i=0; i<window.FlexDashboardComponents.length; i++) {
+      var component = window.FlexDashboardComponents[i];
+      if (component.init)
+        component.init(dashboardContainer);
+    }
+  }
+
+  // find components that apply within a container
+  function componentsFind(container) {
+
+    // look for components
+    var components = [];
+    for (var i=0; i<window.FlexDashboardComponents.length; i++) {
+      var component = window.FlexDashboardComponents[i];
+      if (component.find(container).length)
+        components.push(component);
+    }
+
+    // if there were none then use a special flowing content component
+    // that just adds a scrollbar in fillPage mode
+    if (components.length == 0) {
+      components.push({
+        find: function(container) {
+          return container;
+        },
+
+        flex: function(fillPage) {
+          return fillPage;
+        },
+
+        layout: function(title, container, element, fillPage) {
+          if (fillPage) {
+            container.addClass('flowing-content-shim');
+            container.addClass('flowing-content-container');
+          }
+        }
+      });
+    }
+
+    return components;
+  }
+
+  // if there is a custom component then pick it out
+  function componentsCustom(components) {
+    var customComponent = [];
+    for (var i=0; i<components.length; i++)
+      if (components[i].type === "custom") {
+        customComponent.push(components[i]);
+        break;
+      }
+    return customComponent;
+  }
+
+  // query all components for flex
+  function componentsFlex(components) {
+
+    // no components at all means no flex
+    if (components.length === 0)
+      return false;
+
+    // otherwise query components (assume true unless we see false)
+    var isMobile = isMobilePhone();
+    for (var i=0; i<components.length; i++)
+      if (components[i].flex && !components[i].flex(_options.fillPage))
+        return false;
+    return true;
+  }
+
+  // layout all components
+  function componentsLayout(components, title, container) {
+    var isMobile = isMobilePhone();
+    for (var i=0; i<components.length; i++) {
+      var element = components[i].find(container);
+      if (components[i].layout) {
+        // call layout (don't call other components if it returns false)
+        var result = components[i].layout(title, container, element, _options.fillPage);
+        if (result === false)
+          return;
+      }
+    }
+  }
+
+  // get a reference to the h3, discover it's inner html, and remove it
+  function extractTitle(container) {
+    var h3 = container.children('h3').first();
+    var title = '';
+    if (!container.hasClass('no-title'))
+      title = h3.contents();
+    h3.detach();
+    return title;
+  }
+
+  // extract chart notes
+  function extractChartNotes(chartContent, chartNotes) {
+    // look for a terminating blockquote or image caption
+    var blockquote = chartContent.children('blockquote:last-child');
+    var caption = chartContent.children('div.image-container')
+                              .children('p.caption');
+    if (blockquote.length) {
+      chartNotes.empty().append(blockquote.children('p:first-child').contents());
+      blockquote.remove();
+      return true;
+    } else if (caption.length) {
+      chartNotes.empty().append(caption.contents());
+      caption.remove();
+      return true;
+    } else {
+      return false;
+    }
+  }
+
+  function findShinyOutput(chartContent) {
+    return chartContent.find('.shiny-text-output, .shiny-html-output');
+  }
+
+  // safely detect rendering on a mobile phone
+  function isMobilePhone() {
+    try
+    {
+      return ! window.matchMedia("only screen and (min-width: 768px)").matches;
+    }
+    catch(e) {
+      return false;
+    }
+  }
+
+  function isFillPage() {
+    return _options.fillPage;
+  }
+
+  // detect portrait mode
+  function isPortrait() {
+    return ($(window).width() < $(window).height());
+  }
+
+  // safely detect rendering on a tablet
+  function isTablet() {
+    try
+    {
+      return window.matchMedia("only screen and (min-width: 769px) and (max-width: 992px)").matches;
+    }
+    catch(e) {
+      return false;
+    }
+  }
+
+  // test whether this is a shiny doc
+  function isShinyDoc() {
+    return (typeof(window.Shiny) !== "undefined" && !!window.Shiny.outputBindings);
+  }
+
+  // set flex using vendor specific prefixes
+  function setFlex(el, flex) {
+    el.css('-webkit-box-flex', flex)
+      .css('-webkit-flex', flex)
+      .css('-ms-flex', flex)
+      .css('flex', flex);
+  }
+
+  // support bookmarking of pages
+  function handleLocationHash() {
+
+    // restore tab/page from bookmark
+    var hash = window.decodeURIComponent(window.location.hash);
+    if (hash.length > 0) {
+      // Update the tab without .showPage() so that we don't change page history
+      $('ul.nav a[href="' + hash + '"]').tab('show');
+    }
+
+    // navigate to a tab when the history changes
+    window.addEventListener("popstate", function(e) {
+      var hash = window.decodeURIComponent(window.location.hash);
+      var activeTab = $('ul.nav a[href="' + hash + '"]');
+      if (activeTab.length) {
+        activeTab.tab('show');
+      } else {
+        // returning to the base page URL without a hash activates first tab
+        $('ul.nav a:first').tab('show');
+      }
+    });
+
+    // add a hash to the URL when the user clicks on a tab/page
+    $('.navbar-nav a[data-toggle="tab"]').on('click', function(e) {
+      var baseUrl = FlexDashboardUtils.urlWithoutHash(window.location.href);
+      var hash = FlexDashboardUtils.urlHash($(this).attr('href'));
+      var href = baseUrl + hash;
+      FlexDashboardUtils.setLocation(href);
+    });
+
+    // handle clicks of other links that should activate pages
+    var navPages = $('ul.navbar-nav li a[data-toggle=tab]');
+    navPages.each(function() {
+      var href =  $(this).attr('href');
+      var links = $('a[href="' + href + '"][data-toggle!=tab]');
+      links.each(function() {
+        $(this).on('click', function(e) {
+          window.FlexDashboardUtils.showPage(href);
+        });
+      });
+    });
+  }
+
+  // tweak Prism highlighting
+  function initPrismHighlighting() {
+
+    if (window.Prism) {
+      Prism.languages.insertBefore('r', 'comment', {
+        'heading': [
+          {
+            // title 1
+        	  // =======
+
+        	  // title 2
+        	  // -------
+        	  pattern: /\w+.*(?:\r?\n|\r)(?:====+|----+)/,
+            alias: 'operator'
+          },
+          {
+            // ### title 3
+            pattern: /(^\s*)###[^#].+/m,
+            lookbehind: true,
+            alias: 'operator'
+          }
+        ]
+      });
+
+      // prism highlight
+      Prism.highlightAll();
+    }
+  }
+
+  FlexDashboard.prototype = {
+    constructor: FlexDashboard,
+    init: init,
+    isMobilePhone: isMobilePhone,
+    isFillPage: isFillPage
+  };
+
+  return FlexDashboard;
+
+})();
+
+// utils
+window.FlexDashboardUtils = {
+  resizableImage: function(img) {
+    var src = img.attr('src');
+    var url = 'url("' + src + '")';
+    img.parent().css('background', url)
+                .css('background-size', 'contain')
+                .css('background-repeat', 'no-repeat')
+                .css('background-position', 'center')
+                .addClass('image-container');
+  },
+  setLocation: function(href) {
+    if (history && history.pushState) {
+      history.pushState(null, null, href);
+    } else {
+      window.location.replace(href);
+    }
+    setTimeout(function() {
+        window.scrollTo(0, 0);
+    }, 10);
+  },
+  showPage: function(href) {
+    $('ul.navbar-nav li a[href="' + href + '"]').tab('show');
+    var baseUrl = this.urlWithoutHash(window.location.href);
+    var loc = baseUrl + href;
+    this.setLocation(loc);
+  },
+  showLinkedValue: function(href) {
+    // check for a page link
+    if ($('ul.navbar-nav li a[data-toggle=tab][href="' + href + '"]').length > 0)
+      this.showPage(href);
+    else
+      window.open(href);
+  },
+  urlWithoutHash: function(url) {
+    var hashLoc = url.indexOf('#');
+    if (hashLoc != -1)
+      return url.substring(0, hashLoc);
+    else
+      return url;
+  },
+  urlHash: function(url) {
+    var hashLoc = url.indexOf('#');
+    if (hashLoc != -1)
+      return url.substring(hashLoc);
+    else
+      return "";
+  }
+};
+
+window.FlexDashboard = new FlexDashboard();
+
+// empty content
+window.FlexDashboardComponents.push({
+  find: function(container) {
+    if (container.find('p').length == 0)
+      return container;
+    else
+      return $();
+  }
+})
+
+// plot image
+window.FlexDashboardComponents.push({
+
+  find: function(container) {
+    return container.children('p')
+                    .children('img:only-child');
+  },
+
+  layout: function(title, container, element, fillPage) {
+    FlexDashboardUtils.resizableImage(element);
+  }
+});
+
+// plot image (figure style)
+window.FlexDashboardComponents.push({
+
+  find: function(container) {
+    return container.children('div.figure').children('img');
+  },
+
+  layout: function(title, container, element, fillPage) {
+    FlexDashboardUtils.resizableImage(element);
+  }
+});
+
+// htmlwidget
+window.FlexDashboardComponents.push({
+
+  init: function(dashboardContainer) {
+    // trigger "shown" after initial layout to force static htmlwidgets
+    // in runtime: shiny to be resized after the dom has been transformed
+    dashboardContainer.on('flexdashboard:layoutcomplete', function(event) {
+      setTimeout(function() {
+        dashboardContainer.trigger('shown');
+      }, 200);
+    });
+  },
+
+  find: function(container) {
+    return container.children('div[id^="htmlwidget-"],div.html-widget');
+  }
+});
+
+// gauge
+window.FlexDashboardComponents.push({
+
+  find: function(container) {
+    return container.children('div.html-widget.gauge');
+  },
+
+  flex: function(fillPage) {
+    return false;
+  },
+
+  layout: function(title, container, element, fillPage) {
+
+
+  }
+
+});
+
+// shiny output
+window.FlexDashboardComponents.push({
+  find: function(container) {
+    return container.children('div[class^="shiny-"]');
+  }
+});
+
+// bootstrap table
+window.FlexDashboardComponents.push({
+
+  find: function(container) {
+    var bsTable = container.find('table.table');
+    if (bsTable.length !== 0)
+      return bsTable;
+    else
+      return container.find('tr.header').parent('thead').parent('table');
+  },
+
+  flex: function(fillPage) {
+    return fillPage;
+  },
+
+  layout: function(title, container, element, fillPage) {
+
+    // alias variables
+    var bsTable = element;
+
+    // fixup xtable generated tables with a proper thead
+    var headerRow = bsTable.find('tbody > tr:first-child > th').parent();
+    if (headerRow.length > 0) {
+      var thead = $('<thead></thead>');
+      bsTable.prepend(thead);
+      headerRow.detach().appendTo(thead);
+    }
+
+    // improve appearance
+    container.addClass('bootstrap-table');
+
+    // for fill page provide scrolling w/ sticky headers
+    if (fillPage) {
+      // force scrollbar on overflow
+      container.addClass('flowing-content-shim');
+
+      // stable table headers when scrolling
+      bsTable.stickyTableHeaders({
+        scrollableArea: container
+      });
+    }
+  }
+});
+
+// embedded shiny app
+window.FlexDashboardComponents.push({
+
+  find: function(container) {
+    return container.find('iframe.shiny-frame');
+  },
+
+  flex: function(fillPage) {
+    return fillPage;
+  },
+
+  layout: function(title, container, element, fillPage) {
+    if (fillPage) {
+      element.attr('height', '100%');
+    } else {
+      // provide default height if necessary
+      var height = element.get(0).style.height;
+      if (!height)
+        height = element.attr('height');
+      if (!height)
+        element.attr('height', 500);
+    }
+  }
+});
+
+// shiny fillRow or fillCol
+window.FlexDashboardComponents.push({
+
+  find: function(container) {
+    return container.find('.flexfill-container');
+  },
+
+  flex: function(fillPage) {
+    return fillPage;
+  },
+
+  layout: function(title, container, element, fillPage) {
+    if (fillPage)
+      element.css('height', '100%');
+    else {
+      // provide default height if necessary
+      var height = element.get(0).style.height;
+      if (height === "100%" || height === "auto" || height === "initial" ||
+          height === "inherit" || !height) {
+        element.css('height', 500);
+      }
+    }
+  }
+});
+
+// valueBox
+window.FlexDashboardComponents.push({
+
+  type: "custom",
+
+  find: function(container) {
+    if (container.find('span.value-output, .shiny-valuebox-output').length)
+      return container;
+    else
+      return $();
+  },
+
+  flex: function(fillPage) {
+    return false;
+  },
+
+  layout: function(title, container, element, fillPage) {
+
+    // alias variables
+    var chartTitle = title;
+    var valueBox = element;
+
+    // add value-box class to container
+    container.addClass('value-box');
+
+    // value paragraph
+    var value = $('<p class="value"></p>');
+
+    // if we have shiny-text-output then just move it in
+    var valueOutputSpan = [];
+    var shinyOutput = valueBox.find('.shiny-valuebox-output').detach();
+    if (shinyOutput.length) {
+      valueBox.children().remove();
+      shinyOutput.html("&mdash;");
+      value.append(shinyOutput);
+    } else {
+      // extract the value (remove leading vector index)
+      var chartValue = valueBox.text().trim();
+      chartValue = chartValue.replace("[1] ", "");
+      valueOutputSpan = valueBox.find('span.value-output').detach();
+      valueBox.children().remove();
+      value.text(chartValue);
+    }
+
+    // caption
+    var caption = $('<p class="caption"></p>');
+    caption.append(chartTitle);
+
+    // build inner div for value box and add it
+    var inner = $('<div class="inner"></div>');
+    inner.append(value);
+    inner.append(caption);
+    valueBox.append(inner);
+
+    // add icon if specified
+    var icon = $('<div class="icon"><i></i></div>');
+    valueBox.append(icon);
+    function setIcon(chartIcon) {
+      var iconLib = "";
+      var iconSplit = chartIcon.split(" ");
+      if (iconSplit.length > 1) {
+        iconLib = iconSplit[0];
+        chartIcon = iconSplit.slice(1).join(" ");
+      } else {
+        var components = chartIcon.split("-");
+        if (components.length > 1)
+          iconLib = components[0];
+      }
+      icon.children('i').attr('class', iconLib + ' ' + chartIcon);
+    }
+    var chartIcon = valueBox.attr('data-icon');
+    if (chartIcon)
+      setIcon(chartIcon);
+
+    // handle data attributes in valueOutputSpan
+    function handleValueOutput(valueOutput) {
+
+      // caption
+      var dataCaption = valueOutput.attr('data-caption');
+      if (dataCaption)
+        caption.html(dataCaption);
+
+      // icon
+      var dataIcon = valueOutput.attr('data-icon');
+      if (dataIcon)
+        setIcon(dataIcon);
+
+      // If valueBox(color=) was an accent color, this attr should
+      // be populated with the accent color and the relevant CSS comes
+      // in through HTML dependencies
+      var dataColorAccent = valueOutput.attr('data-color-accent');
+      var valueBoxClasses = "value-box-" + (["primary", "info", "danger", "warning", "success"].join(" value-box-"));
+      if (dataColorAccent) {
+        valueBox.removeClass(valueBoxClasses);
+        valueBox.addClass('value-box-' + dataColorAccent);
+      }
+
+      // If valueBox(color=) was a CSS color, these other data-color-*
+      // attrs will be populated
+      var dataColor = valueOutput.attr('data-color');
+      if (dataColor) {
+        valueBox.removeClass(valueBoxClasses);
+        valueBox.css('background-color', dataColor);
+      }
+      var dataColorText = valueOutput.attr('data-color-text');
+      if (dataColorText) {
+        valueBox.find(".inner").css('color', dataColorText);
+      }
+      var dataColorIcon = valueOutput.attr('data-color-icon');
+      if (dataColorIcon) {
+        valueBox.find(".icon").css('color', dataColorIcon);
+      }
+
+      // url
+      var dataHref = valueOutput.attr('data-href');
+      if (dataHref) {
+        valueBox.addClass('linked-value');
+        valueBox.off('click.value-box');
+        valueBox.on('click.value-box', function(e) {
+          window.FlexDashboardUtils.showLinkedValue(dataHref);
+        });
+      }
+    }
+
+    // check for a valueOutputSpan
+    if (valueOutputSpan.length > 0) {
+      handleValueOutput(valueOutputSpan);
+    }
+
+    // if we have a shinyOutput then bind a listener to handle
+    // new valueOutputSpan values
+    shinyOutput.on('shiny:value',
+      function(event) {
+        var element = $(event.target);
+        setTimeout(function() {
+          var valueOutputSpan = element.find('span.value-output');
+          if (valueOutputSpan.length > 0)
+            handleValueOutput(valueOutputSpan);
+        }, 10);
+      }
+    );
+  }
+});
+</script>
+
+<div id="dashboard-container">
+
+<div id="ctq-row" class="section level2">
+<h2>CTQ Row</h2>
+<div id="section" class="section level3">
+<h3></h3>
+<div id="context" class="section level4">
+<h4>Context</h4>
+<p>Data analysis is no longer confined to individuals working in
+isolation (was it ever?). Modern connectivity and complexity of problems
+requires teamwork, reproducibility and collaboration. Similarly, the
+analytic outputs must be actionable, understandable and intuitive such
+that wider communities can benefit from the results.</p>
+</div>
+<div id="trigger" class="section level4">
+<h4>Trigger</h4>
+<p>The 2024 Ihaka Lecture Series features three speakers that bring
+together experience in visualisation, teamwork and reproducibility.
+Today’s talk is the third of the three and is focused on making R work
+in government.</p>
+</div>
+<div id="question" class="section level4">
+<h4>Question</h4>
+<p>What has to be done to make R a critical component of the
+transformation of the effectiveness and efficiency of an analytical team
+in government?</p>
+<div id="answer" class="alert alert-info">
+<p>R’s competitor in government is is not Julia or Python or SAS but
+Excel.The keys to making to the most of R are not the latest and
+fanciest R packages, but integrating it into a new workflow. That
+workflow also uses Git and SQL. It breaks down micro-silos and lone
+Excel geniuses, replacing them with teamwork, transparency, reproducible
+analytical pipelines, peer review, and home grown R packages and rules
+for use.</p>
+</div>
+</div>
+</div>
+</div>
+<div id="storyline-row" class="section level2">
+<h2>Storyline Row</h2>
+<div id="analytics-in-government-is-often-a-mess" class="section level3">
+<h3>Analytics in government is often a mess</h3>
+<ul>
+<li>The policy and program issues that need analysis are often massive
+in scope, the data is poor, and expectations are nearly always
+unrealistic.</li>
+<li>Managers often don’t know what good looks like.</li>
+<li>Processes, systems and recruitment are usually a legacy
+hodge-podge.</li>
+</ul>
+</div>
+<div id="r-is-a-great-tool-for-analytics-in-government-but-it-doesnt-solve-everything-by-itself" class="section level3">
+<h3>R is a great tool for analytics in government but it doesn’t solve
+everything by itself</h3>
+<ul>
+<li>We no longer need to worry about whether R has the right
+functionality, has corporate support, or is easy enough to learn;</li>
+<li>But slotting in a great tool for data manipulation, analysis and
+visualisation draws attention to other deficiencies.</li>
+<li>Typically those include data pipelines and management, data access
+and control, quality control, team work, statistical inference
+challenges, and statistical literacy of end users.</li>
+<li>This means the solution has to involve Git, databases, peer review,
+enshrining reproducibility as a fundamental principle, improving data
+governance, connecting better with policy and program teams, and
+basically changing the whole way we manage the data teams.</li>
+<li>One fault of the R community is a tendency to try to use R for
+everything. You should embrace instead a “best of breed” approach for
+each part of the pipeline.</li>
+</ul>
+</div>
+<div id="change-is-hard-and-making-people-do-anything-different-in-parallel-with-their-day-jobs-is-hard." class="section level3">
+<h3>Change is hard, and making people do anything different in parallel
+with their day jobs is hard.</h3>
+<ul>
+<li>Public sector work can appear to be hierarchical and disciplined but
+in fact getting anyone to do even basic things - like filing, using the
+right logo, sending decisions to the right people, or turning up to
+meetings - is surprisingly hard</li>
+<li>This makes an unsexy change like using Git particularly hard to
+implement</li>
+<li>People need time to learn, and to build things. It is particularly
+hard to build things when you are learning the concepts for the first
+time.</li>
+<li>If people are already overloaded in their work they won’t have time
+or brainspace to learn, and certainly not to build new things</li>
+<li>Things will get worse before they get better and this is challenging
+in particularly public sector ways - low tolerance for failure.</li>
+<li>Success is only going to be at an institutional or team level, not
+at an individual level - but the success is made up of individuals.</li>
+</ul>
+</div>
+<div id="if-you-pay-attention-to-change-fundamentals-things-can-work-out-ok" class="section level3">
+<h3>If you pay attention to change fundamentals, things can work out
+ok</h3>
+<ul>
+<li>The fundamentals of any organisational change program apply</li>
+<li>Plan for change to take years not months</li>
+<li>People need to be persuaded. This is going to include both
+working-level people (who need to actually change how they work) and
+senior management (who need to allow time and resource to be used on
+change)</li>
+<li>But time somehow needs to be found for people to do the learning and
+building.</li>
+<li>A successful program will need lots of training, some turnover of
+staff, strong top-down direction, bottom-up support from peer champions,
+some externally facing wins (e.g. dashboard the Minister loves) to get
+cudos from the clients, and internally facing wins (e.g. suddenly easier
+to do something that was previously impossible) to get support from the
+staff</li>
+<li>Constantly remind people of the big picture vision</li>
+<li>Look for external demands (e.g. Ministerial demand for X) to
+leverage</li>
+<li>Work with your IT team, not against them</li>
+<li>Invest! - in databases, IT projects that mean you need less IT
+projects, in documentation, induction, training, R packages for repeat
+styles, analysis or data management tasks</li>
+</ul>
+</div>
+</div>
+
+</div>
+
+<script>
+$(document).ready(function() {
+  // add bootstrap table styles to pandoc tables
+  $('tr.header').parent('thead').parent('table').addClass('table table-condensed table-sm');
+
+  // initialize mathjax
+
+});
+</script>
+
+<script type="text/javascript">
+$(document).ready(function () {
+  FlexDashboard.init({
+    fillPage: false,
+    orientation: "rows",
+    storyboard: false,
+    defaultFigWidth: 576,
+    defaultFigHeight: 460,
+    defaultFigWidthMobile: 360,
+    defaultFigHeightMobile: 460,
+    resize_reload: true
+  });
+  var navbar = $(".navbar").first();
+  var body = $("body").first();
+  var sidebar = $(".section.sidebar").first();
+  function addNavbarPadding() {
+    var navHeight = navbar.outerHeight();
+    body.css("padding-top", (navHeight + 8) + "px");
+    sidebar.css("top", navHeight + "px");
+    var resizeEvent = window.document.createEvent("UIEvents");
+    resizeEvent.initUIEvent("resize", true, false, window, 0);
+    window.dispatchEvent(resizeEvent);
+  }
+  if (!window.Shiny) setTimeout(addNavbarPadding, 100);
+  $(document).on("shiny:idle", function() {
+    setTimeout(addNavbarPadding, 50);
+  });
+});
+</script>
+
+</body>
+</html>
diff --git a/presentations/index.html b/presentations/index.html
index c94ed2711..88e871ba5 100644
--- a/presentations/index.html
+++ b/presentations/index.html
@@ -113,7 +113,7 @@
                   <li><a href="/blog/nz.html">all posts with data about new zealand</a></li>
 				  <li><a href="/blog/voting.html">all posts on voting behaviour</a></li>
                   <li><a href="/blog/surveys.html">all posts on surveys</a></li> 
-				  <li><a href = /blog/2024/09/21/primes-squares>most recent post</a></li>
+				  <li><a href = /blog/2024/09/28/ihaka-lecture>most recent post</a></li>
 				</ul>
             </li>
               <li><a href="/blog/showcase.html">showcase</a></li>
@@ -163,6 +163,7 @@ <h2>Miscellaneous presentations</h2>
 	<ul>
 		<li><a href='https://www.youtube.com/live/GnEqv1mcNsk'>Video of the talk</a></li>
 		<li><a href='/presentations/ellis-ihaka-make-r-work-govt.pptx'>My slides</a> (PowerPoint - 4MB, movies have been deleted)</li>
+		<li><a href='/presentations/ellis-ihaka-storyline.html'>'Storyline'</a> used to help me structure the talk.
 	</ul>
 	    <li>August 2017: Forecasting the New Zealand election with R and Stan, talk given for the Wellington R Users Group. </li>
 		<ul>
@@ -214,6 +215,7 @@ <h2>Warning / disclaimer!</h2>
 			<p><gcse:search></gcse:search></p>
 			<hr></hr>
         	<p>Follow <a href = "/feed.xml">this blog with RSS</a>.</p>
+			<p>Find me on <a rel="me" href="https://mastodon.social/@peter_ellis">Mastodon</a></p>
 			<hr></hr>
 			
 			<p>My day job is Director of the <a href='https://sdd.spc.int/'>Statistics for Development Division</a> at the Pacific Community, the principal scientific and technical organisation in the Pacific region, proudly supporting development since 1947. We are an international development organisation owned and governed by our 27 country and territory members. This blog is not part of my role there and contains my personal views only.</p>
diff --git a/sitemap.xml b/sitemap.xml
index 8da8ebc93..d3ded00b0 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -845,6 +845,10 @@
 <lastmod>2024-09-21T00:00:00+12:00</lastmod>
 </url>
 <url>
+<loc>https://freerangestats.info/blog/2024/09/28/ihaka-lecture</loc>
+<lastmod>2024-09-28T00:00:00+12:00</lastmod>
+</url>
+<url>
 <loc>https://freerangestats.info/404</loc>
 </url>
 <url>
@@ -957,6 +961,10 @@
 <lastmod>2023-04-06T11:42:15+12:00</lastmod>
 </url>
 <url>
+<loc>https://freerangestats.info/presentations/ellis-ihaka-storyline.html</loc>
+<lastmod>2024-09-15T12:11:10+12:00</lastmod>
+</url>
+<url>
 <loc>https://freerangestats.info/presentations/ellis-mtagdp.pdf</loc>
 <lastmod>2023-04-06T11:42:15+12:00</lastmod>
 </url>