diff --git a/data/data_packages/all_time_register/register_of_interests.parquet b/data/data_packages/all_time_register/register_of_interests.parquet
index bf65868..6527d7b 100644
Binary files a/data/data_packages/all_time_register/register_of_interests.parquet and b/data/data_packages/all_time_register/register_of_interests.parquet differ
diff --git a/data/data_packages/all_time_register/register_of_interests.resource.yaml b/data/data_packages/all_time_register/register_of_interests.resource.yaml
index d2f5bae..a40fa04 100644
--- a/data/data_packages/all_time_register/register_of_interests.resource.yaml
+++ b/data/data_packages/all_time_register/register_of_interests.resource.yaml
@@ -77,4 +77,4 @@ schema:
     constraints:
       unique: false
     example: ''
-hash: 410bed0d302cf86d88e528696b993882
+hash: 95efdd298f020b407bd00ad8bf3deb2f
diff --git a/data/data_packages/latest_register/register_of_interests.parquet b/data/data_packages/latest_register/register_of_interests.parquet
index 82ede3e..c3c9730 100644
Binary files a/data/data_packages/latest_register/register_of_interests.parquet and b/data/data_packages/latest_register/register_of_interests.parquet differ
diff --git a/data/data_packages/latest_register/register_of_interests.resource.yaml b/data/data_packages/latest_register/register_of_interests.resource.yaml
index 835d8c3..f877415 100644
--- a/data/data_packages/latest_register/register_of_interests.resource.yaml
+++ b/data/data_packages/latest_register/register_of_interests.resource.yaml
@@ -29,8 +29,8 @@ schema:
     constraints:
       unique: false
       enum:
-      - Visits outside the UK
       - Miscellaneous
+      - Visits outside the UK
       - Employment and earnings
       - Family members employed and paid from parliamentary expenses
       - 'Land and property portfolio: (i) value over £100,000 and/or (ii) giving rental
@@ -90,4 +90,4 @@ schema:
     constraints:
       unique: false
     example: ''
-hash: 97e3de3b22fc36af5d90f3ab4470d52f
+hash: ea347eaf03eff688d77faff84ae5f6d7
diff --git a/data/interim/nlp.cache.parquet b/data/interim/nlp.cache.parquet
index b48cc1f..88ab247 100644
Binary files a/data/interim/nlp.cache.parquet and b/data/interim/nlp.cache.parquet differ
diff --git a/data/interim/processed_regmem.parquet b/data/interim/processed_regmem.parquet
index bf65868..6527d7b 100644
Binary files a/data/interim/processed_regmem.parquet and b/data/interim/processed_regmem.parquet differ
diff --git a/docs/_datasets/all_time_register/0.1.4.md b/docs/_datasets/all_time_register/0.1.4.md
index b276374..3af4a45 100644
--- a/docs/_datasets/all_time_register/0.1.4.md
+++ b/docs/_datasets/all_time_register/0.1.4.md
@@ -124,7 +124,7 @@ resources:
       constraints:
         unique: false
       example: ''
-  hash: 410bed0d302cf86d88e528696b993882
+  hash: 95efdd298f020b407bd00ad8bf3deb2f
 full_version: 0.1.4
 permalink: /datasets/all_time_register/0_1_4
 ---
diff --git a/docs/_datasets/all_time_register/0.1.md b/docs/_datasets/all_time_register/0.1.md
index c2a3cf6..a69956f 100644
--- a/docs/_datasets/all_time_register/0.1.md
+++ b/docs/_datasets/all_time_register/0.1.md
@@ -124,7 +124,7 @@ resources:
       constraints:
         unique: false
       example: ''
-  hash: 410bed0d302cf86d88e528696b993882
+  hash: 95efdd298f020b407bd00ad8bf3deb2f
 full_version: 0.1.4
 permalink: /datasets/all_time_register/0_1
 ---
diff --git a/docs/_datasets/all_time_register/0.md b/docs/_datasets/all_time_register/0.md
index 21988c5..56ae96b 100644
--- a/docs/_datasets/all_time_register/0.md
+++ b/docs/_datasets/all_time_register/0.md
@@ -124,7 +124,7 @@ resources:
       constraints:
         unique: false
       example: ''
-  hash: 410bed0d302cf86d88e528696b993882
+  hash: 95efdd298f020b407bd00ad8bf3deb2f
 full_version: 0.1.4
 permalink: /datasets/all_time_register/0
 ---
diff --git a/docs/_datasets/all_time_register/latest.md b/docs/_datasets/all_time_register/latest.md
index 92cb59e..f3f9c30 100644
--- a/docs/_datasets/all_time_register/latest.md
+++ b/docs/_datasets/all_time_register/latest.md
@@ -124,7 +124,7 @@ resources:
       constraints:
         unique: false
       example: ''
-  hash: 410bed0d302cf86d88e528696b993882
+  hash: 95efdd298f020b407bd00ad8bf3deb2f
 full_version: 0.1.4
 permalink: /datasets/all_time_register/latest
 ---
diff --git a/docs/_datasets/latest_register/0.1.4.md b/docs/_datasets/latest_register/0.1.4.md
index 917243d..12fbe7f 100644
--- a/docs/_datasets/latest_register/0.1.4.md
+++ b/docs/_datasets/latest_register/0.1.4.md
@@ -76,8 +76,8 @@ resources:
       constraints:
         unique: false
         enum:
-        - Visits outside the UK
         - Miscellaneous
+        - Visits outside the UK
         - Employment and earnings
         - Family members employed and paid from parliamentary expenses
         - 'Land and property portfolio: (i) value over £100,000 and/or (ii) giving
@@ -138,7 +138,7 @@ resources:
       constraints:
         unique: false
       example: ''
-  hash: 97e3de3b22fc36af5d90f3ab4470d52f
+  hash: ea347eaf03eff688d77faff84ae5f6d7
 full_version: 0.1.4
 permalink: /datasets/latest_register/0_1_4
 ---
diff --git a/docs/_datasets/latest_register/0.1.md b/docs/_datasets/latest_register/0.1.md
index f4f8ad5..8910885 100644
--- a/docs/_datasets/latest_register/0.1.md
+++ b/docs/_datasets/latest_register/0.1.md
@@ -76,8 +76,8 @@ resources:
       constraints:
         unique: false
         enum:
-        - Visits outside the UK
         - Miscellaneous
+        - Visits outside the UK
         - Employment and earnings
         - Family members employed and paid from parliamentary expenses
         - 'Land and property portfolio: (i) value over £100,000 and/or (ii) giving
@@ -138,7 +138,7 @@ resources:
       constraints:
         unique: false
       example: ''
-  hash: 97e3de3b22fc36af5d90f3ab4470d52f
+  hash: ea347eaf03eff688d77faff84ae5f6d7
 full_version: 0.1.4
 permalink: /datasets/latest_register/0_1
 ---
diff --git a/docs/_datasets/latest_register/0.md b/docs/_datasets/latest_register/0.md
index ce51fd7..82d1659 100644
--- a/docs/_datasets/latest_register/0.md
+++ b/docs/_datasets/latest_register/0.md
@@ -76,8 +76,8 @@ resources:
       constraints:
         unique: false
         enum:
-        - Visits outside the UK
         - Miscellaneous
+        - Visits outside the UK
         - Employment and earnings
         - Family members employed and paid from parliamentary expenses
         - 'Land and property portfolio: (i) value over £100,000 and/or (ii) giving
@@ -138,7 +138,7 @@ resources:
       constraints:
         unique: false
       example: ''
-  hash: 97e3de3b22fc36af5d90f3ab4470d52f
+  hash: ea347eaf03eff688d77faff84ae5f6d7
 full_version: 0.1.4
 permalink: /datasets/latest_register/0
 ---
diff --git a/docs/_datasets/latest_register/latest.md b/docs/_datasets/latest_register/latest.md
index 8ec58f2..e2e3e2d 100644
--- a/docs/_datasets/latest_register/latest.md
+++ b/docs/_datasets/latest_register/latest.md
@@ -76,8 +76,8 @@ resources:
       constraints:
         unique: false
         enum:
-        - Visits outside the UK
         - Miscellaneous
+        - Visits outside the UK
         - Employment and earnings
         - Family members employed and paid from parliamentary expenses
         - 'Land and property portfolio: (i) value over £100,000 and/or (ii) giving
@@ -138,7 +138,7 @@ resources:
       constraints:
         unique: false
       example: ''
-  hash: 97e3de3b22fc36af5d90f3ab4470d52f
+  hash: ea347eaf03eff688d77faff84ae5f6d7
 full_version: 0.1.4
 permalink: /datasets/latest_register/latest
 ---
diff --git a/docs/data/all_time_register/0.1.4/all_time_register.sqlite b/docs/data/all_time_register/0.1.4/all_time_register.sqlite
index 22b5c88..d0de974 100644
Binary files a/docs/data/all_time_register/0.1.4/all_time_register.sqlite and b/docs/data/all_time_register/0.1.4/all_time_register.sqlite differ
diff --git a/docs/data/all_time_register/0.1.4/all_time_register.xlsx b/docs/data/all_time_register/0.1.4/all_time_register.xlsx
index d1ab888..dacd325 100644
Binary files a/docs/data/all_time_register/0.1.4/all_time_register.xlsx and b/docs/data/all_time_register/0.1.4/all_time_register.xlsx differ
diff --git a/docs/data/all_time_register/0.1.4/datapackage.json b/docs/data/all_time_register/0.1.4/datapackage.json
index aedfffe..ea889e6 100644
--- a/docs/data/all_time_register/0.1.4/datapackage.json
+++ b/docs/data/all_time_register/0.1.4/datapackage.json
@@ -175,7 +175,7 @@
                     }
                 ]
             },
-            "hash": "410bed0d302cf86d88e528696b993882"
+            "hash": "95efdd298f020b407bd00ad8bf3deb2f"
         }
     ]
 }
\ No newline at end of file
diff --git a/docs/data/all_time_register/0.1.4/register_of_interests.parquet b/docs/data/all_time_register/0.1.4/register_of_interests.parquet
index bf65868..6527d7b 100644
Binary files a/docs/data/all_time_register/0.1.4/register_of_interests.parquet and b/docs/data/all_time_register/0.1.4/register_of_interests.parquet differ
diff --git a/docs/data/all_time_register/0.1/all_time_register.sqlite b/docs/data/all_time_register/0.1/all_time_register.sqlite
index 22b5c88..d0de974 100644
Binary files a/docs/data/all_time_register/0.1/all_time_register.sqlite and b/docs/data/all_time_register/0.1/all_time_register.sqlite differ
diff --git a/docs/data/all_time_register/0.1/all_time_register.xlsx b/docs/data/all_time_register/0.1/all_time_register.xlsx
index d1ab888..dacd325 100644
Binary files a/docs/data/all_time_register/0.1/all_time_register.xlsx and b/docs/data/all_time_register/0.1/all_time_register.xlsx differ
diff --git a/docs/data/all_time_register/0.1/datapackage.json b/docs/data/all_time_register/0.1/datapackage.json
index aedfffe..ea889e6 100644
--- a/docs/data/all_time_register/0.1/datapackage.json
+++ b/docs/data/all_time_register/0.1/datapackage.json
@@ -175,7 +175,7 @@
                     }
                 ]
             },
-            "hash": "410bed0d302cf86d88e528696b993882"
+            "hash": "95efdd298f020b407bd00ad8bf3deb2f"
         }
     ]
 }
\ No newline at end of file
diff --git a/docs/data/all_time_register/0.1/register_of_interests.parquet b/docs/data/all_time_register/0.1/register_of_interests.parquet
index bf65868..6527d7b 100644
Binary files a/docs/data/all_time_register/0.1/register_of_interests.parquet and b/docs/data/all_time_register/0.1/register_of_interests.parquet differ
diff --git a/docs/data/all_time_register/0/all_time_register.sqlite b/docs/data/all_time_register/0/all_time_register.sqlite
index 22b5c88..d0de974 100644
Binary files a/docs/data/all_time_register/0/all_time_register.sqlite and b/docs/data/all_time_register/0/all_time_register.sqlite differ
diff --git a/docs/data/all_time_register/0/all_time_register.xlsx b/docs/data/all_time_register/0/all_time_register.xlsx
index d1ab888..dacd325 100644
Binary files a/docs/data/all_time_register/0/all_time_register.xlsx and b/docs/data/all_time_register/0/all_time_register.xlsx differ
diff --git a/docs/data/all_time_register/0/datapackage.json b/docs/data/all_time_register/0/datapackage.json
index aedfffe..ea889e6 100644
--- a/docs/data/all_time_register/0/datapackage.json
+++ b/docs/data/all_time_register/0/datapackage.json
@@ -175,7 +175,7 @@
                     }
                 ]
             },
-            "hash": "410bed0d302cf86d88e528696b993882"
+            "hash": "95efdd298f020b407bd00ad8bf3deb2f"
         }
     ]
 }
\ No newline at end of file
diff --git a/docs/data/all_time_register/0/register_of_interests.parquet b/docs/data/all_time_register/0/register_of_interests.parquet
index bf65868..6527d7b 100644
Binary files a/docs/data/all_time_register/0/register_of_interests.parquet and b/docs/data/all_time_register/0/register_of_interests.parquet differ
diff --git a/docs/data/all_time_register/latest/all_time_register.sqlite b/docs/data/all_time_register/latest/all_time_register.sqlite
index 22b5c88..d0de974 100644
Binary files a/docs/data/all_time_register/latest/all_time_register.sqlite and b/docs/data/all_time_register/latest/all_time_register.sqlite differ
diff --git a/docs/data/all_time_register/latest/all_time_register.xlsx b/docs/data/all_time_register/latest/all_time_register.xlsx
index d1ab888..dacd325 100644
Binary files a/docs/data/all_time_register/latest/all_time_register.xlsx and b/docs/data/all_time_register/latest/all_time_register.xlsx differ
diff --git a/docs/data/all_time_register/latest/datapackage.json b/docs/data/all_time_register/latest/datapackage.json
index aedfffe..ea889e6 100644
--- a/docs/data/all_time_register/latest/datapackage.json
+++ b/docs/data/all_time_register/latest/datapackage.json
@@ -175,7 +175,7 @@
                     }
                 ]
             },
-            "hash": "410bed0d302cf86d88e528696b993882"
+            "hash": "95efdd298f020b407bd00ad8bf3deb2f"
         }
     ]
 }
\ No newline at end of file
diff --git a/docs/data/all_time_register/latest/register_of_interests.parquet b/docs/data/all_time_register/latest/register_of_interests.parquet
index bf65868..6527d7b 100644
Binary files a/docs/data/all_time_register/latest/register_of_interests.parquet and b/docs/data/all_time_register/latest/register_of_interests.parquet differ
diff --git a/docs/data/latest_register/0.1.4/datapackage.json b/docs/data/latest_register/0.1.4/datapackage.json
index 6336951..a1e9317 100644
--- a/docs/data/latest_register/0.1.4/datapackage.json
+++ b/docs/data/latest_register/0.1.4/datapackage.json
@@ -100,8 +100,8 @@
                         "constraints": {
                             "unique": false,
                             "enum": [
-                                "Visits outside the UK",
                                 "Miscellaneous",
+                                "Visits outside the UK",
                                 "Employment and earnings",
                                 "Family members employed and paid from parliamentary expenses",
                                 "Land and property portfolio: (i) value over \u00a3100,000 and/or (ii) giving rental income of over \u00a310,000 a year",
@@ -180,7 +180,7 @@
                     }
                 ]
             },
-            "hash": "97e3de3b22fc36af5d90f3ab4470d52f"
+            "hash": "ea347eaf03eff688d77faff84ae5f6d7"
         }
     ]
 }
\ No newline at end of file
diff --git a/docs/data/latest_register/0.1.4/latest_register.sqlite b/docs/data/latest_register/0.1.4/latest_register.sqlite
index f58777c..b9efe3f 100644
Binary files a/docs/data/latest_register/0.1.4/latest_register.sqlite and b/docs/data/latest_register/0.1.4/latest_register.sqlite differ
diff --git a/docs/data/latest_register/0.1.4/latest_register.xlsx b/docs/data/latest_register/0.1.4/latest_register.xlsx
index 7f0126c..5c51e86 100644
Binary files a/docs/data/latest_register/0.1.4/latest_register.xlsx and b/docs/data/latest_register/0.1.4/latest_register.xlsx differ
diff --git a/docs/data/latest_register/0.1.4/register_of_interests.parquet b/docs/data/latest_register/0.1.4/register_of_interests.parquet
index 82ede3e..c3c9730 100644
Binary files a/docs/data/latest_register/0.1.4/register_of_interests.parquet and b/docs/data/latest_register/0.1.4/register_of_interests.parquet differ
diff --git a/docs/data/latest_register/0.1/datapackage.json b/docs/data/latest_register/0.1/datapackage.json
index 6336951..a1e9317 100644
--- a/docs/data/latest_register/0.1/datapackage.json
+++ b/docs/data/latest_register/0.1/datapackage.json
@@ -100,8 +100,8 @@
                         "constraints": {
                             "unique": false,
                             "enum": [
-                                "Visits outside the UK",
                                 "Miscellaneous",
+                                "Visits outside the UK",
                                 "Employment and earnings",
                                 "Family members employed and paid from parliamentary expenses",
                                 "Land and property portfolio: (i) value over \u00a3100,000 and/or (ii) giving rental income of over \u00a310,000 a year",
@@ -180,7 +180,7 @@
                     }
                 ]
             },
-            "hash": "97e3de3b22fc36af5d90f3ab4470d52f"
+            "hash": "ea347eaf03eff688d77faff84ae5f6d7"
         }
     ]
 }
\ No newline at end of file
diff --git a/docs/data/latest_register/0.1/latest_register.sqlite b/docs/data/latest_register/0.1/latest_register.sqlite
index f58777c..b9efe3f 100644
Binary files a/docs/data/latest_register/0.1/latest_register.sqlite and b/docs/data/latest_register/0.1/latest_register.sqlite differ
diff --git a/docs/data/latest_register/0.1/latest_register.xlsx b/docs/data/latest_register/0.1/latest_register.xlsx
index 7f0126c..5c51e86 100644
Binary files a/docs/data/latest_register/0.1/latest_register.xlsx and b/docs/data/latest_register/0.1/latest_register.xlsx differ
diff --git a/docs/data/latest_register/0.1/register_of_interests.parquet b/docs/data/latest_register/0.1/register_of_interests.parquet
index 82ede3e..c3c9730 100644
Binary files a/docs/data/latest_register/0.1/register_of_interests.parquet and b/docs/data/latest_register/0.1/register_of_interests.parquet differ
diff --git a/docs/data/latest_register/0/datapackage.json b/docs/data/latest_register/0/datapackage.json
index 6336951..a1e9317 100644
--- a/docs/data/latest_register/0/datapackage.json
+++ b/docs/data/latest_register/0/datapackage.json
@@ -100,8 +100,8 @@
                         "constraints": {
                             "unique": false,
                             "enum": [
-                                "Visits outside the UK",
                                 "Miscellaneous",
+                                "Visits outside the UK",
                                 "Employment and earnings",
                                 "Family members employed and paid from parliamentary expenses",
                                 "Land and property portfolio: (i) value over \u00a3100,000 and/or (ii) giving rental income of over \u00a310,000 a year",
@@ -180,7 +180,7 @@
                     }
                 ]
             },
-            "hash": "97e3de3b22fc36af5d90f3ab4470d52f"
+            "hash": "ea347eaf03eff688d77faff84ae5f6d7"
         }
     ]
 }
\ No newline at end of file
diff --git a/docs/data/latest_register/0/latest_register.sqlite b/docs/data/latest_register/0/latest_register.sqlite
index f58777c..b9efe3f 100644
Binary files a/docs/data/latest_register/0/latest_register.sqlite and b/docs/data/latest_register/0/latest_register.sqlite differ
diff --git a/docs/data/latest_register/0/latest_register.xlsx b/docs/data/latest_register/0/latest_register.xlsx
index 7f0126c..5c51e86 100644
Binary files a/docs/data/latest_register/0/latest_register.xlsx and b/docs/data/latest_register/0/latest_register.xlsx differ
diff --git a/docs/data/latest_register/0/register_of_interests.parquet b/docs/data/latest_register/0/register_of_interests.parquet
index 82ede3e..c3c9730 100644
Binary files a/docs/data/latest_register/0/register_of_interests.parquet and b/docs/data/latest_register/0/register_of_interests.parquet differ
diff --git a/docs/data/latest_register/latest/datapackage.json b/docs/data/latest_register/latest/datapackage.json
index 6336951..a1e9317 100644
--- a/docs/data/latest_register/latest/datapackage.json
+++ b/docs/data/latest_register/latest/datapackage.json
@@ -100,8 +100,8 @@
                         "constraints": {
                             "unique": false,
                             "enum": [
-                                "Visits outside the UK",
                                 "Miscellaneous",
+                                "Visits outside the UK",
                                 "Employment and earnings",
                                 "Family members employed and paid from parliamentary expenses",
                                 "Land and property portfolio: (i) value over \u00a3100,000 and/or (ii) giving rental income of over \u00a310,000 a year",
@@ -180,7 +180,7 @@
                     }
                 ]
             },
-            "hash": "97e3de3b22fc36af5d90f3ab4470d52f"
+            "hash": "ea347eaf03eff688d77faff84ae5f6d7"
         }
     ]
 }
\ No newline at end of file
diff --git a/docs/data/latest_register/latest/latest_register.sqlite b/docs/data/latest_register/latest/latest_register.sqlite
index f58777c..b9efe3f 100644
Binary files a/docs/data/latest_register/latest/latest_register.sqlite and b/docs/data/latest_register/latest/latest_register.sqlite differ
diff --git a/docs/data/latest_register/latest/latest_register.xlsx b/docs/data/latest_register/latest/latest_register.xlsx
index 7f0126c..5c51e86 100644
Binary files a/docs/data/latest_register/latest/latest_register.xlsx and b/docs/data/latest_register/latest/latest_register.xlsx differ
diff --git a/docs/data/latest_register/latest/register_of_interests.parquet b/docs/data/latest_register/latest/register_of_interests.parquet
index 82ede3e..c3c9730 100644
Binary files a/docs/data/latest_register/latest/register_of_interests.parquet and b/docs/data/latest_register/latest/register_of_interests.parquet differ