From 4ff49ad8d42f49e7791876fbd4ff63452f5db109 Mon Sep 17 00:00:00 2001
From: Patric Stout <truebrain@openttd.org>
Date: Sat, 6 Jan 2024 14:24:39 +0100
Subject: [PATCH] Feature: analyze Survey Results per week and report a summary
 of them

---
 .github/workflows/create-summary.yml |  138 +
 README.md                            |    6 +
 _config.yml                          |    6 +-
 _data/summaries/2024/wk01.json       | 4728 ++++++++++++++++++++++++++
 _layouts/default.html                |    4 +-
 _layouts/summaries.html              |   83 +
 _plugins/openttd-filters.rb          |   10 +
 _summaries/2024/wk01.md              |    9 +
 analysis/__main__.py                 |  205 +-
 pages/results.html                   |   19 -
 pages/summaries.html                 |   19 +
 requirements.base                    |    0
 static/css/page.css                  |   19 +
 13 files changed, 5214 insertions(+), 32 deletions(-)
 create mode 100644 .github/workflows/create-summary.yml
 create mode 100644 _data/summaries/2024/wk01.json
 create mode 100644 _layouts/summaries.html
 create mode 100644 _plugins/openttd-filters.rb
 create mode 100644 _summaries/2024/wk01.md
 delete mode 100644 pages/results.html
 create mode 100644 pages/summaries.html
 delete mode 100644 requirements.base

diff --git a/.github/workflows/create-summary.yml b/.github/workflows/create-summary.yml
new file mode 100644
index 0000000..52ce119
--- /dev/null
+++ b/.github/workflows/create-summary.yml
@@ -0,0 +1,138 @@
+name: Create Summary
+
+on:
+  schedule:
+  - cron: '0 5 * * 1'
+  workflow_dispatch:
+    inputs:
+      year:
+        description: 'Year to create the summary of'
+        required: true
+      week:
+        description: 'ISO week to create the summary of'
+        required: true
+
+jobs:
+  publish:
+    runs-on: ubuntu-latest
+
+    name: Create Summary
+
+    steps:
+    - name: Checkout
+      uses: actions/checkout@v3
+
+    - name: Install rclone
+      shell: bash
+      run: |
+        curl -sL https://rclone.org/install.sh | sudo bash
+
+        rclone config create --no-obscure openttd s3 \
+          provider Cloudflare \
+          access_key_id ${{ secrets.R2_SURVEY_ACCESS_KEY_ID }} \
+          secret_access_key ${{ secrets.R2_SURVEY_SECRET_ACCESS_KEY }} \
+          endpoint ${{ secrets.R2_SURVEY_ENDPOINT }} \
+          acl private \
+          no_check_bucket true
+
+    - name: Calculate dates
+      shell: bash
+      id: dates
+      run: |
+        year="${{ inputs.year }}"
+        week="${{ inputs.week }}"
+
+        # If no year/week is given, detect the week before today.
+        # This assumes this script is started on a Monday.
+        if [ -z "${year}" ] || [ -z "${week}"]; then
+          year=$(date -d "yesterday" +%G)
+          week=$(date -d "yesterday" +%V)
+        fi
+
+        # Calculate the start and end of the week.
+        day_in_week=$(date -d "${year}-01-01" +%u)
+        if [ "${day_in_week}" -lt 5 ]; then
+            first_monday=$(date -d "${year}-01-01 -${day_in_week} days +1 day" +%Y-%m-%d)
+        else
+            first_monday=$(date -d "${year}-01-01 -${day_in_week} days +8 day" +%Y-%m-%d)
+        fi
+        start_date=$(date -d "${first_monday} +${week} weeks -1 week" +%Y-%m-%d)
+        end_date=$(date -d "${start_date} +6 days" +%Y-%m-%d)
+
+        # Ensure the start date is actually in the week we want.
+        start_check=$(date -d "${start_date}" +$G-%V)
+        if [ "${start_check}" != "${year}-${week}" ]; then
+          echo "Start date ${start_date} is not in week ${week} of ${year}, but in ${start_check}"
+          exit 1
+        fi
+
+        # Ensure the end date is actually in the week we want.
+        end_check=$(date -d "${end_date}" +$G-%V)
+        if [ "${end_check}" != "${year}-${week}" ]; then
+          echo "End date ${end_date} is not in week ${week} of ${year}, but in ${end_check}"
+          exit 1
+        fi
+
+        if [ "${week}" -lt 10 ]; then
+          week="0${week}"
+        fi
+
+        echo "Week: ${week}"
+        echo "Year: ${year}"
+        echo "Start date: ${start_date}"
+        echo "End date: ${end_date}"
+
+        echo "week=${week}" >> "$GITHUB_OUTPUT"
+        echo "year=${year}" >> "$GITHUB_OUTPUT"
+        echo "start_date=${start_date}" >> "$GITHUB_OUTPUT"
+        echo "end_date=${end_date}" >> "$GITHUB_OUTPUT"
+
+    - name: Download packed results
+      shell: bash
+      run: |
+        echo "Downloading packs for week ${{ steps.dates.outputs.week }} in ${{ steps.dates.outputs.year }}: [${{ steps.dates.outputs.start_date }} .. ${{ steps.dates.outputs.end_date }}]"
+
+        mkdir -p packed
+        for i in $(seq 0 6); do
+          date=$(date -d "${start_date} +${i} days" +%Y-%m-%d)
+          date_year=$(date -d "${start_date} +${i} days" +%Y)
+          date_month=$(date -d "${start_date} +${i} days" +%m)
+
+          echo "Downloading ${date}"
+          rclone copy -v openttd:survey-packed-prod/${date_year}/${date_month}/openttd-survey-pack.${date}.tar.xz packed
+        done
+
+    - name: Run analysis
+      shell: bash
+      run: |
+        mkdir -p _data/summaries/${{ steps.dates.outputs.year }}
+        python -m analysis packed/* > _data/summaries/${{ steps.dates.outputs.year }}/wk${{ steps.dates.outputs.week }}.json
+
+    - name: Create summary entry
+      shell: bash
+      run: |
+        mkdir -p _summaries/${{ steps.dates.outputs.year }}
+
+        summary="_summaries/${{ steps.dates.outputs.year }}/wk${{ steps.dates.outputs.week }}.md"
+
+        echo "---" > ${summary}
+        echo "name: ${{ steps.dates.outputs.year }} - Week ${{ steps.dates.outputs.week }}" >> ${summary}
+        echo "title: title: Survey Result Summary - ${{ steps.dates.outputs.year }} - Week ${{ steps.dates.outputs.week }}"
+        echo "active_nav: summaries" >> ${summary}
+        echo "year: \"${{ steps.dates.outputs.year }}\"" >> ${summary}
+        echo "week: wk${{ steps.dates.outputs.week }}" >> ${summary}
+        echo "start_date: \"${{ steps.dates.outputs.start_date }}\"" >> ${summary}
+        echo "end_date: \"${{ steps.dates.outputs.end_date }}\"" >> ${summary}
+        echo "---" >> ${summary}
+
+    - name: Commit and push
+      shell: bash
+      run: |
+        git config --global user.name "OpenTTD Survey"
+        git config --global user.email "survey@openttd.org"
+
+        git add _data/summaries/${{ steps.dates.outputs.year }}/wk${{ steps.dates.outputs.week }}.json
+        git add _summaries/${{ steps.dates.outputs.year }}/wk${{ steps.dates.outputs.week }}.md
+
+        git commit -m "Add: summary for week ${{ steps.dates.outputs.week }} of ${{ steps.dates.outputs.year }}"
+        git push
diff --git a/README.md b/README.md
index 19c1741..8777a95 100644
--- a/README.md
+++ b/README.md
@@ -8,6 +8,12 @@ This is a [Jekyll](https://jekyllrb.com/) website, and is served by nginx as a s
 
 ## Development
 
+### Survey results
+
+To summarize survey results, the Python application `analysis` processes a bundle of JSONs and outputs another JSON with the summary.
+
+To run it, simply execute `python3 -m analysis <tar-xz bundle files>`
+
 ### Running a local server
 
 If you do not want to run a server, but just build the current site, replace `serve` with `build` in the examples below.
diff --git a/_config.yml b/_config.yml
index a89693c..649b3f7 100644
--- a/_config.yml
+++ b/_config.yml
@@ -23,10 +23,10 @@ defaults:
       layout: "default"
   - scope:
       path: ""
-      type: "analysis"
+      type: "summaries"
     values:
-      layout: "analysis"
+      layout: "summaries"
 
 collections:
-  analysis:
+  summaries:
     output: true
diff --git a/_data/summaries/2024/wk01.json b/_data/summaries/2024/wk01.json
new file mode 100644
index 0000000..9bd296e
--- /dev/null
+++ b/_data/summaries/2024/wk01.json
@@ -0,0 +1,4728 @@
+{
+    "jgrpp-0.56.2": {
+        "game.settings.advance_order_on_clone": {
+            "false": 4179457,
+            "true": 1243331
+        },
+        "game.settings.ai.ai_disable_veh_aircraft": {
+            "false": 4857460,
+            "true": 565328
+        },
+        "game.settings.ai.ai_disable_veh_roadveh": {
+            "false": 5356566,
+            "true": 66222
+        },
+        "game.settings.ai.ai_disable_veh_ship": {
+            "false": 5082586,
+            "true": 340202
+        },
+        "game.settings.ai.ai_disable_veh_train": {
+            "false": 4976301,
+            "true": 446487
+        },
+        "game.settings.ai.ai_in_multiplayer": {
+            "true": 4036783,
+            "false": 1386005
+        },
+        "game.settings.allow_hidpi": {
+            "(other OS)": 5201917,
+            "true": 220871
+        },
+        "game.settings.auto_timetable_separation_rate": {
+            "40": 5276814,
+            "30": 66429,
+            "100": 40386,
+            "50": 21071,
+            "75": 18088
+        },
+        "game.settings.blitter": {
+            "(empty)": 5323590,
+            "32bpp-sse4-anim": 89593,
+            "8bpp-optimized": 8299,
+            "32bpp-anim": 1306
+        },
+        "game.settings.cargo_payment_x_mode": {
+            "0": 4961783,
+            "1": 461005
+        },
+        "game.settings.client_locale.sync_locale_network_server": {
+            "false": 5122311,
+            "true": 300477
+        },
+        "game.settings.construction.allow_docks_under_bridges": {
+            "true": 2939875,
+            "false": 2482913
+        },
+        "game.settings.construction.allow_grf_objects_under_bridges": {
+            "true": 2830952,
+            "false": 2591836
+        },
+        "game.settings.construction.allow_road_stops_under_bridges": {
+            "true": 5422788
+        },
+        "game.settings.construction.allow_stations_under_bridges": {
+            "true": 3616366,
+            "false": 1806422
+        },
+        "game.settings.construction.autoslope": {
+            "true": 5399685,
+            "false": 23103
+        },
+        "game.settings.construction.build_object_area_permitted": {
+            "true": 4844078,
+            "false": 578710
+        },
+        "game.settings.construction.build_object_frame_burst": {
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+        },
+        "game.settings.construction.build_object_per_64k_frames": {
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+        },
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+            "true": 5422788
+        },
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+        },
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+        },
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+        },
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+        },
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+        },
+        "game.settings.construction.enable_build_river": {
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+            "false": 1795720
+        },
+        "game.settings.construction.enable_remove_water": {
+            "true": 5399791,
+            "false": 22997
+        },
+        "game.settings.construction.extra_dynamite": {
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+            "false": 51983
+        },
+        "game.settings.construction.extra_tree_placement": {
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+        },
+        "game.settings.construction.freeform_edges": {
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+            "false": 140479
+        },
+        "game.settings.construction.ignore_object_intro_dates": {
+            "false": 4470286,
+            "true": 952502
+        },
+        "game.settings.construction.industry_platform": {
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+        },
+        "game.settings.construction.map_edge_mode": {
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+            "1": 9541
+        },
+        "game.settings.construction.map_height_limit": {
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+        },
+        "game.settings.construction.purchase_land_per_64k_frames": {
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+        },
+        "game.settings.construction.purchase_land_permitted": {
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+            "2": 2256413
+        },
+        "game.settings.construction.rail_custom_bridge_heads": {
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+            "false": 190932
+        },
+        "game.settings.construction.raw_industry_construction": {
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+        "game.settings.construction.road_custom_bridge_heads": {
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+        },
+        "game.settings.construction.road_stop_on_competitor_road": {
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+            "false": 420746
+        },
+        "game.settings.construction.road_stop_on_town_road": {
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+            "false": 196
+        },
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+        },
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+        },
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+        },
+        "game.settings.copy_clone_add_to_group": {
+            "true": 5225781,
+            "false": 197007
+        },
+        "game.settings.debug.chicken_bits": {
+            "0": 5422788
+        },
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+        "game.settings.default_sched_dispatch_duration": {
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+        "game.settings.difficulty.initial_interest": {
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+        },
+        "game.settings.difficulty.line_reverse_mode": {
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+        "game.settings.difficulty.max_loan": {
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+            "200000": 4273,
+            "150000": 996,
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+            "12": 120080,
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+            "10": 1253,
+            "8": 655,
+            "7": 462,
+            "5": 337
+        },
+        "game.settings.difficulty.money_cheat_in_multiplayer": {
+            "false": 4763179,
+            "true": 659609
+        },
+        "game.settings.difficulty.number_towns": {
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+            "0": 1347672,
+            "2": 1318810,
+            "1": 831084,
+            "3": 494982
+        },
+        "game.settings.difficulty.override_town_settings_in_multiplayer": {
+            "false": 4323961,
+            "true": 1098827
+        },
+        "game.settings.difficulty.quantity_sea_lakes": {
+            "2": 2275613,
+            "0": 2029423,
+            "1": 610840,
+            "4": 404301,
+            "3": 102611
+        },
+        "game.settings.difficulty.rename_towns_in_multiplayer": {
+            "false": 4333539,
+            "true": 1089249
+        },
+        "game.settings.difficulty.subsidy_duration": {
+            "1": 4161088,
+            "3": 431968,
+            "5000": 410287,
+            "4": 215562,
+            "20": 76188,
+            "2": 45090,
+            "15": 42218,
+            "10": 22357,
+            "50": 9077,
+            "5": 8953
+        },
+        "game.settings.difficulty.subsidy_multiplier": {
+            "2": 3582648,
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+        "game.settings.vehicle.train_speed_adaptation": {
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+        "game.settings.vehicle.wagon_speed_limits": {
+            "true": 4517543,
+            "false": 905245
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+        "game.settings.video_hw_accel": {
+            "true": 4235663,
+            "false": 1187125
+        },
+        "game.settings.video_vsync": {
+            "false": 3944664,
+            "true": 1478124
+        },
+        "game.settings.videodriver": {
+            "(empty)": 5422788
+        },
+        "game.settings.window_maximize": {
+            "true": 4323131,
+            "false": 674438,
+            "(other OS)": 425219
+        },
+        "game.settings.zoning_overlay_inner": {
+            "0": 4887746,
+            "5": 198122,
+            "7": 152870,
+            "4": 116201,
+            "10": 57675,
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+        "game.settings.zoning_overlay_outer": {
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+            "5": 160196,
+            "1": 9381,
+            "3": 4632,
+            "7": 2489,
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+        "info.configuration.blitter": {
+            "40bpp-anim": 4136465,
+            "32bpp-sse2-anim": 895361,
+            "32bpp-anim": 198585,
+            "32bpp-sse4-anim": 110644,
+            "null": 57733,
+            "32bpp-optimized": 15701,
+            "8bpp-optimized": 8299
+        },
+        "info.configuration.language.filename": {
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+            "korean.lng": 883194,
+            "english_US.lng": 665273,
+            "simplified_chinese.lng": 562465,
+            "german.lng": 349342,
+            "japanese.lng": 310535,
+            "russian.lng": 298403,
+            "polish.lng": 254455,
+            "czech.lng": 243273,
+            "english_AU.lng": 184604,
+            "slovak.lng": 40386,
+            "swedish.lng": 27848,
+            "spanish.lng": 10422,
+            "french.lng": 6581,
+            "dutch.lng": 179
+        },
+        "info.configuration.language.isocode": {
+            "en_GB": 1585828,
+            "ko_KR": 883194,
+            "en_US": 665273,
+            "zh_CN": 562465,
+            "de_DE": 349342,
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+            "cs_CZ": 243273,
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+            "sk_SK": 40386,
+            "sv_SE": 27848,
+            "es_ES": 10422,
+            "fr_FR": 6581,
+            "nl_NL": 179
+        },
+        "info.configuration.language.name": {
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+            "Korean": 883194,
+            "English (US)": 665273,
+            "Chinese (Simplified)": 562465,
+            "German": 349342,
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+            "Slovak": 40386,
+            "Swedish": 27848,
+            "Spanish": 10422,
+            "French": 6581,
+            "Dutch": 179
+        },
+        "info.configuration.music_driver": {
+            "dmusic": 2856876,
+            "null": 2447640,
+            "win32": 76820,
+            "extmidi": 24109,
+            "fluidsynth": 17343
+        },
+        "info.configuration.network": {
+            "no": 3995891,
+            "client": 1201238,
+            "server": 225659
+        },
+        "info.configuration.sound_driver": {
+            "win32": 4936761,
+            "cocoa": 220871,
+            "sdl": 204348,
+            "null": 60808
+        },
+        "info.configuration.video_driver": {
+            "win32-opengl": 4031315,
+            "win32": 908521,
+            "cocoa": 220871,
+            "sdl-opengl": 204348,
+            "dedicated": 57733
+        },
+        "info.configuration.video_info": {
+            "(no hardware acceleration)": 1187125,
+            "Intel(R) RaptorLake-S Mobile Graphics Controller": 399624,
+            "NVIDIA GeForce RTX 4060/PCIe/SSE2": 237216,
+            "Intel(R) UHD Graphics 770": 232109,
+            "NVIDIA GeForce RTX 3060/PCIe/SSE2": 226561,
+            "AMD Radeon(TM) R3 Graphics": 225836,
+            "AMD Radeon(TM) Graphics": 214687,
+            "Intel(R) HD Graphics 620": 188829,
+            "NVIDIA GeForce GT 1030/PCIe/SSE2": 187699,
+            "AMD Radeon RX 6600": 160909,
+            "NVIDIA GeForce RTX 4080/PCIe/SSE2": 153130,
+            "Intel(R) Iris(R) Xe Graphics": 137813,
+            "NVIDIA GeForce GTX 1050 Ti/PCIe/SSE2": 124256,
+            "Intel(R) UHD Graphics": 122060,
+            "NVIDIA GeForce RTX 3070/PCIe/SSE2": 102998,
+            "AMD Radeon RX 7900 XTX": 91958,
+            "Intel(R) UHD Graphics 630": 90666,
+            "Mesa Intel(R) HD Graphics 630": 89593,
+            "NVIDIA GeForce GTX 1060 3GB/PCIe/SSE2": 83431,
+            "NVIDIA GeForce RTX 4050 Laptop GPU/PCIe/SSE2": 76188,
+            "AMD Radeon RX 7800 XT": 69378,
+            "Intel(R) UHD Graphics 610": 62124,
+            "AMD Radeon RX 5700 XT": 61845,
+            "NVIDIA GeForce RTX 3050 4GB Laptop GPU/PCIe/SSE2": 53643,
+            "NVIDIA GeForce RTX 4060 Laptop GPU/PCIe/SSE2": 52124,
+            "Intel(R) UHD Graphics 620": 51390,
+            "NVIDIA GeForce GTX 970/PCIe/SSE2": 46068,
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+            "NVIDIA GeForce RTX 2060 SUPER/PCIe/SSE2": 41764,
+            "GeForce GTX 1050 Ti/PCIe/SSE2": 41038,
+            "AMD CAICOS": 40386,
+            "GeForce GTX 1070/PCIe/SSE2": 35549,
+            "AMD Radeon RX 6750 XT": 34858,
+            "NVIDIA GeForce RTX 3080 Laptop GPU/PCIe/SSE2": 34487,
+            "NVIDIA GeForce GTX 1060 6GB/PCIe/SSE2": 32292,
+            "NVIDIA GeForce RTX 2070 SUPER/PCIe/SSE2": 30329,
+            "AMD Radeon RX 7900 XT": 28406,
+            "AMD Radeon(TM) RX Vega 10 Graphics": 28074,
+            "Intel(R) HD Graphics 630": 27959,
+            "NVIDIA GeForce RTX 3080 Ti/PCIe/SSE2": 26007,
+            "NVIDIA GeForce RTX 2060/PCIe/SSE2": 25681,
+            "NVIDIA GeForce RTX 3080/PCIe/SSE2": 25613,
+            "NVIDIA GeForce GTX 1080/PCIe/SSE2": 23103,
+            "NVIDIA GeForce RTX 4060 Ti/PCIe/SSE2": 20180,
+            "NVIDIA GeForce GTX 1070/PCIe/SSE2": 16172,
+            "AMD Radeon(TM) Vega 8 Graphics": 15615,
+            "NVIDIA GeForce RTX 2070/PCIe/SSE2": 14627,
+            "NVIDIA GeForce GTX 960M/PCIe/SSE2": 11179,
+            "Intel(R) HD Graphics Gen11": 9077,
+            "AMD Radeon R9 200 / HD 7900 Series": 9048,
+            "AMD Radeon R7 Graphics": 9044,
+            "AMD Radeon Vega 11 Graphics": 8837,
+            "NVIDIA TITAN RTX/PCIe/SSE2": 8299,
+            "GeForce GTS 450/PCIe/SSE2": 8260,
+            "NVIDIA GeForce RTX 2080/PCIe/SSE2": 6581,
+            "NVIDIA GeForce RTX 4070 Ti/PCIe/SSE2": 5113,
+            "AMD Radeon HD 5450": 4511,
+            "NVIDIA GeForce RTX 2080 Ti/PCIe/SSE2": 4334,
+            "NVIDIA GeForce GTX 1660/PCIe/SSE2": 4187,
+            "AMD Radeon(TM) R7 Graphics": 4088,
+            "Quadro M4000/PCIe/SSE2": 3712,
+            "NVIDIA GeForce GTX 750/PCIe/SSE2": 2252,
+            "Radeon RX 570 Series": 1910,
+            "NVIDIA GeForce RTX 4070/PCIe/SSE2": 1687,
+            "NVIDIA GeForce RTX 3050 Ti Laptop GPU/PCIe/SSE2": 1414,
+            "GeForce RTX 2070 SUPER/PCIe/SSE2": 1306,
+            "Radeon RX 580 Series": 1274,
+            "NVIDIA GeForce GTX 980/PCIe/SSE2": 993,
+            "Intel(R) Arc(TM) A770 Graphics": 384,
+            "NVIDIA GeForce RTX 3060 Ti/PCIe/SSE2": 97
+        },
+        "info.font.large": {
+            "sprite": 2988267,
+            "\uad74\ub9bc": 640711,
+            "\u5fae\u8f6f\u96c5\u9ed1": 490315,
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+            "\uff2d\uff33 \u30b4\u30b7\u30c3\u30af": 301698,
+            "Arial Unicode MS": 197007,
+            "Yu Mincho Demibold": 91958,
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+            "Arial Bold": 46804,
+            "\ub9d1\uc740 \uace0\ub515": 45476,
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+            "Unifont-JP": 28384,
+            "Arial Narrow Fett": 10714,
+            "Times New Roman": 10166,
+            "Noto Sans CJK JP, Regular": 8837,
+            "Roboto Medium": 8260,
+            "New Batang": 6257,
+            "Arial Fett": 5957,
+            "Cambria": 4088,
+            "Tahoma": 1306,
+            "Comic Sans MS": 1161
+        },
+        "info.font.medium": {
+            "sprite": 3054696,
+            "\uad74\ub9bc": 640711,
+            "\u5fae\u8f6f\u96c5\u9ed1": 490315,
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+            "DejaVu Sans, Bold": 89593,
+            "Arial Bold": 46804,
+            "\ub9d1\uc740 \uace0\ub515": 45476,
+            "Arial Pogrubiony": 43801,
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+            "Tahoma Bold": 10166,
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+            "Roboto Bold": 8260,
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+            "New Batang": 6257,
+            "Calibri Bold": 4088,
+            "Tahoma": 1306,
+            "Comic Sans MS": 1161
+        },
+        "info.font.mono": {
+            "sprite": 5331860,
+            "\uad74\ub9bc": 30421,
+            "\uad74\ub9bc\uccb4": 25141,
+            "Courier New": 10476,
+            "Noto Sans CJK JP, Regular": 8837,
+            "\u65b0\u5b8b\u4f53": 8628,
+            "New Batang": 6257,
+            "Arial Narrow Fett": 1168
+        },
+        "info.font.small": {
+            "sprite": 3054696,
+            "\uad74\ub9bc": 640711,
+            "\u5fae\u8f6f\u96c5\u9ed1": 490315,
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+            "DejaVu Sans": 46804,
+            "\ub9d1\uc740 \uace0\ub515": 45476,
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+            "Arial Narrow Fett": 10714,
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+            "New Batang": 6257,
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+            "Tahoma": 1306,
+            "Comic Sans MS": 1161
+        },
+        "info.openttd.bits": {
+            "64": 5382402,
+            "32": 40386
+        },
+        "info.openttd.dedicated_build": {
+            "no": 5422788
+        },
+        "info.openttd.endian": {
+            "little": 5422788
+        },
+        "info.os.hardware_concurrency": {
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+            "4": 850172,
+            "16": 835350,
+            "20": 744982,
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+            "24": 369980,
+            "2": 304539,
+            "6": 134252,
+            "32": 119419
+        },
+        "info.os.memory": {
+            "16 GiB": 1826563,
+            "32 GiB": 1263858,
+            "8 GiB": 916045,
+            "64 GiB": 363989,
+            "4 GiB": 314480,
+            "24 GiB": 199353,
+            "12 GiB": 196072,
+            "15 GiB": 159379,
+            "6 GiB": 52526,
+            "63 GiB": 51679,
+            "48 GiB": 38473,
+            "40 GiB": 32072,
+            "62 GiB": 8299
+        },
+        "info.os.os": {
+            "Windows 10.0.19045": 2388751,
+            "Windows 10.0.22621": 1474518,
+            "Windows 10.0.22631": 396403,
+            "Windows 6.1.7601 (Service Pack 1)": 312092,
+            "MacOS 14.3.0": 197007,
+            "Windows 10.0.19044": 123150,
+            "Windows 10.0.22000": 109628,
+            "Linux 5.15.0": 89593,
+            "Windows 10.0.20348": 57733,
+            "Linux 6.6.6": 51679,
+            "Windows 10.0.7601 (Service Pack 1)": 40386,
+            "Windows 10.0.19043": 37648,
+            "Windows 10.0.19042": 35549,
+            "Linux 6.5.0": 27848,
+            "MacOS 10.15.7": 23423,
+            "Windows 10.0.15063": 19809,
+            "Linux 6.6.2": 9048,
+            "Linux 6.5.11": 9044,
+            "Linux 6.6.8": 8837,
+            "Linux 6.1.67": 8299,
+            "Windows 10.0.17763": 1306,
+            "Windows 10.0.22623": 596,
+            "MacOS 13.4.1": 441
+        },
+        "info.os.vendor": {
+            "Windows": 4997569,
+            "MacOS": 220871,
+            "Linux": 204348
+        },
+        "reason": {
+            "exit": 3056723,
+            "leave": 2181467,
+            "crash": 184598
+        },
+        "summary": {
+            "seconds": 5422788,
+            "count": 931,
+            "ids": 418
+        }
+    },
+    "vanilla-master": null
+}
diff --git a/_layouts/default.html b/_layouts/default.html
index b7d56f3..4faa12e 100644
--- a/_layouts/default.html
+++ b/_layouts/default.html
@@ -25,8 +25,8 @@
                 <li class="{% if page.active_nav == 'participate' %}selected{% endif %}">
                     <a href="{{ site.baseurl }}/participate.html">Participate</a>
                 </li>
-                <li class="{% if page.active_nav == 'results' %}selected{% endif %}">
-                    <a href="{{ site.baseurl }}/results.html">Results</a>
+                <li class="{% if page.active_nav == 'summaries' %}selected{% endif %}">
+                    <a href="{{ site.baseurl }}/summaries.html">Summaries</a>
                 </li>
             </ul>
         </nav>
diff --git a/_layouts/summaries.html b/_layouts/summaries.html
new file mode 100644
index 0000000..063df97
--- /dev/null
+++ b/_layouts/summaries.html
@@ -0,0 +1,83 @@
+---
+layout: default
+---
+
+<div id="section-full">
+    <div class="section-header">
+        <h3>Survey Result Summary - {{ page.name }}</h3>
+    </div>
+    <div class="section-item">
+        <div class="content">
+            <p>
+                Below is the summary of the survey results from {{ page.start_date }} to {{ page.end_date }}.
+            </p>
+
+            <ul>
+                {% for version in site.data.summaries[page.year][page.week] %}
+                    <li>
+                        <a href="#{{ version[0] }}">{{ version[0] }}</a>
+                    </li>
+                {% endfor %}
+            </ul>
+
+            <p>
+                The following statistics are based on "seconds played".
+                That is to say, if a setting was "true" for 100 seconds of play-time and "false" for 200 seconds of play-time, it would be 33% true and 66% false.
+                This is to avoid biasing the results towards shorter games.
+                <br />
+                Worded differently, the following statistics are not counting how often something was used, but how long it was used for.
+            </p>
+
+            <p>
+                Be mindful that these numbers are only based on those people willing to send us survey results.
+                It might not be representative of the entire OpenTTD player base.
+            </p>
+        </div>
+    </div>
+
+    {% for version in site.data.summaries[page.year][page.week] %}
+        <div class="section-header" id="{{ version[0] }}">
+            <h3>{{ version[0] }}</h3>
+        </div>
+        <div class="section-item">
+            <div class="content">
+                {% if version[1] == nil %}
+                    <p>
+                        Due to low number of games played, no summary is available.
+                    </p>
+                    {% continue %}
+                {% endif %}
+
+                {% assign seconds = version[1].summary.seconds | times: 1.0 %}
+
+                <p>
+                    We received surveys for a total of {{ version[1].summary.seconds | divided_by: 3600 | round: 2 }} hours of games played, over a total of {{ version[1].summary.ids }} games.
+                    This is an average of {{ seconds | divided_by: version[1].summary.ids | divided_by: 3600 | round: 2 }} hours per game.
+                </p>
+
+                <table class="summary-table">
+                {% for summary in version[1] %}
+                    {% if summary[0] == "summary" %}{% continue %}{% endif %}
+                    <tr id="{{ version[0] }}-{{ summary[0] }}" class="setting">
+                        <th colspan="3">
+                            <a href="#{{ version[0] }}-{{ summary[0] }}">{{ summary[0] }}</a>
+                        </th>
+                    </tr>
+                    {% for line in summary[1] %}
+                        {% assign percentage = line[1] | divided_by: seconds | percentage %}
+                    <tr>
+                        <td style="width: 40px;"></td>
+                        <td>{{ line[0] }}</td>
+                        {% if percentage == "0.0" %}
+                        <td style="text-align: right;">&lt;0.1%</td>
+                        {% else %}
+                        <td style="text-align: right;">{{ percentage }}%</td>
+                        {% endif %}
+                    </tr>
+                    {% endfor %}
+                {% endfor %}
+                </table>
+            </div>
+        </div>
+    {% endfor %}
+</div>
diff --git a/_plugins/openttd-filters.rb b/_plugins/openttd-filters.rb
new file mode 100644
index 0000000..1733cc1
--- /dev/null
+++ b/_plugins/openttd-filters.rb
@@ -0,0 +1,10 @@
+module Jekyll
+    module OpenTTDFilters
+
+        def percentage(value)
+            return sprintf("%.1f", value * 100)
+        end
+    end
+end
+
+Liquid::Template.register_filter(Jekyll::OpenTTDFilters)
diff --git a/_summaries/2024/wk01.md b/_summaries/2024/wk01.md
new file mode 100644
index 0000000..c87634b
--- /dev/null
+++ b/_summaries/2024/wk01.md
@@ -0,0 +1,9 @@
+---
+name: 2024 - Week 1
+title: Survey Result Summary - 2024 - Week 1
+active_nav: summaries
+year: "2024"
+week: wk01
+start_date: "2024-01-01"
+end_date: "2024-01-06"
+---
diff --git a/analysis/__main__.py b/analysis/__main__.py
index ee642f2..23a1058 100644
--- a/analysis/__main__.py
+++ b/analysis/__main__.py
@@ -1,14 +1,203 @@
-"""
-TODO
-"""
+import json
+import sys
+import tarfile
 
-import asyncio
+from collections import defaultdict
 
+# Ensure the summary is always based on a good amount of surveys.
+# Otherwise it is very easy for one user to be visible in the results.
+THRESHOLD_DIFFERENT_SAVEGAMES = 150
+THRESHOLD_DIFFERENT_SURVEYS = 300
 
-async def main():
-    pass
+BLACKLIST_PATHS = [
+    "date",  # Not interesting.
+    "game.companies",  # Processed differently.
+    "game.game_script",  # Processed differently.
+    "game.grfs",  # Processed differently.
+    "game.settings.game_creation.generation_seed",  # Too many results.
+    "game.settings.game_creation.generation_unique_id",  # Too many results.
+    "game.settings.large_font",  # Might expose user information, and is already covered by info.font.large.
+    "game.settings.last_newgrf_count",  # Not interesting.
+    "game.settings.medium_font",  # Might expose user information, and is already covered by info.font.medium.
+    "game.settings.mono_font",  # Might expose user information, and is already covered by info.font.mono.
+    "game.settings.music.custom_1",  # Not interesting.
+    "game.settings.music.custom_2",  # Not interesting.
+    "game.settings.music.effect_vol",  # Not interesting.
+    "game.settings.music.music_vol",  # Not interesting.
+    "game.settings.musicset",  # Already in "info.configuration.music_set".
+    "game.settings.player_face",  # Not interesting.
+    "game.settings.small_font",  # Might expose user information, and is already covered by info.font.small.
+    "game.settings.soundsset",  # Already in "info.configuration.sound_set".
+    "game.timers",  # Not interesting.
+    "id",  # Not interesting.
+    "info.compiler",  # Not interesting.
+    "info.configuration.graphics_set",  # Processed differently.
+    "info.configuration.music_set",  # Processed differently.
+    "info.configuration.sound_set",  # Processed differently.
+    "info.libraries",  # Not interesting.
+    "info.openttd.build_date",  # Not interesting.
+    "info.openttd.version",  # Not interesting.
+    "info.os.machine",  # OS specific setting, not interesting.
+    "info.os.max_ver",  # OS specific setting, Not interesting.
+    "info.os.min_ver",  # OS specific setting, Not interesting.
+    "info.os.release",  # Combined with "info.os.os".
+    "info.os.version",  # OS specific setting, Not interesting.
+    "key",  # Not interesting.
+    "schema",  # Not interesting.
+]
+
+
+def summarize_setting(summary, version, seconds, path, data):
+    if path in BLACKLIST_PATHS:
+        return
+
+    if type(data) is dict:
+        for key, value in data.items():
+            # Combine info.os.os with info.os.release, as their whole is the OS version.
+            if path == "info.os" and key == "os":
+                summarize_setting(summary, version, seconds, f"{path}.vendor", value)
+
+                value = f"{value} {data['release']}".replace(" ()", "").split("-")[0]
+            summarize_setting(summary, version, seconds, f"{path}.{key}", value)
+
+        return
+
+    if type(data) is list:
+        raise Exception("Lists are not implemented yet")
+
+    if path in ("game.settings.display_opt", "game.settings.extra_display_opt"):
+        if not data:
+            return
+
+        for option in data.split("|"):
+            summarize_setting(summary, version, seconds, f"{path}.{option}", "true")
+        return
+
+    if path == "info.configuration.video_info":
+        if "(" not in data or data.startswith("sdl "):
+            data = "(no hardware acceleration)"
+        else:
+            driver = data.split("(")[0].strip()
+
+            # SDL reports slightly different from the rest.
+            if driver == "sdl-opengl":
+                data = data.split("(", 2)[2]
+            else:
+                data = data.split("(", 1)[1]
+
+            # Only keep the graphics driver name; remove all versions etc.
+            data = data.replace("(TM)", "@TM@").replace("(R)", "@R@").replace("(C)", "@C@")
+            data = data.split(",")[0].split("(")[0].strip()
+            data = data.replace("@TM@", "(TM)").replace("@R@", "(R)").replace("@C@", "(C)")
+
+    if path == "game.settings.resolution":
+        try:
+            width, height = data.split(",")
+            summarize_setting(summary, version, seconds, f"{path}.width", width)
+            summarize_setting(summary, version, seconds, f"{path}.height", height)
+        except:
+            pass
+
+    if type(data) is str:
+        if data.startswith('"') and data.endswith('"'):
+            data = data[1:-1]
+        if not data:
+            data = "(empty)"
+
+    summary[version][path][data] += seconds
+
+
+def summarize_result(summary, fp):
+    data = json.loads(fp.read())
+
+    try:
+        seconds = data["game"]["timers"]["seconds"]
+        ticks = data["game"]["timers"]["ticks"]
+    except KeyError:
+        # Invalid (or very old) survey result.
+        return
+
+    # Surveys results that were either mostly paused or really short are skipped
+    # to avoid people gaming the system.
+    if seconds < 60 or ticks < 100:
+        return
+
+    version = data["info"]["openttd"]["version"]["revision"]
+
+    if "-" in version and version[0:8].isdigit():
+        branch = version.split("-")[1]
+        # Only track the nightlies.
+        if branch == "master":
+            version = "vanilla-master"
+        else:
+            return
+
+    for key, value in data.items():
+        summarize_setting(summary, version, seconds, key, value)
+
+    summary[version]["summary"]["count"] += 1
+    summary[version]["summary"]["seconds"] += seconds
+
+    if "ids" not in summary[version]["summary"]:
+        summary[version]["summary"]["ids"] = set()
+    summary[version]["summary"]["ids"].add(data["id"])
+
+
+def summarize_archive(summary, filename):
+    if filename.endswith(".json"):
+        if not filename.endswith("verified.json"):
+            return
+
+        with open(filename) as fp:
+            summarize_result(summary, fp)
+            return
+
+    with tarfile.open(filename) as archive:
+        for member in archive:
+            if not member.isfile():
+                continue
+
+            # If the filename doesn't end with "verified.json", the survey result
+            # wasn't created by an official client. For now, we skip those results.
+            if not member.name.endswith("verified.json"):
+                continue
+
+            with archive.extractfile(member) as fp:
+                summarize_result(summary, fp)
+
+
+def main():
+    summary = defaultdict(lambda: defaultdict(lambda: defaultdict(int)))
+
+    for filename in sys.argv[1:]:
+        summarize_archive(summary, filename)
+
+    # Calculate the "false" condition of each display option, assuming that if you didn't have it on, it was off.
+    for version, version_summary in summary.items():
+        # Sort the data based on the path.
+        summary[version] = dict(sorted(summary[version].items(), key=lambda item: item[0]))
+
+        for path, data in version_summary.items():
+            if path == "summary":
+                data["ids"] = len(data["ids"])
+
+                if data["ids"] < THRESHOLD_DIFFERENT_SAVEGAMES or data["count"] < THRESHOLD_DIFFERENT_SURVEYS:
+                    summary[version] = None
+                    break
+
+            if path.startswith("game.settings.display_opt.") or path.startswith("game.settings.extra_display_opt."):
+                data["false"] = version_summary["summary"]["seconds"] - data["true"]
+
+            # Check if it adds up to the total; if not, it is (most likely) an OS specific setting.
+            total = sum(data.values())
+            if path != "summary" and total != version_summary["summary"]["seconds"]:
+                data["(other OS)"] = version_summary["summary"]["seconds"] - total
+
+            # Sort the data based on the value.
+            summary[version][path] = dict(sorted(data.items(), key=lambda item: item[1], reverse=True))
+
+    print(json.dumps(summary, indent=4))
 
 
 if __name__ == "__main__":
-    loop = asyncio.get_event_loop()
-    loop.run_until_complete(main())
+    main()
diff --git a/pages/results.html b/pages/results.html
deleted file mode 100644
index aee4447..0000000
--- a/pages/results.html
+++ /dev/null
@@ -1,19 +0,0 @@
----
-layout: default
-title: Results
-active_nav: results
-permalink: /results.html
----
-
-<div id="section-full">
-    <div class="section-header">
-        <h3>Results</h3>
-    </div>
-    <div class="section-item">
-        <div class="content">
-            <p>
-                Coming soon (once enough surveys have been received to make the results meaningful)
-            </p>
-        </div>
-    </div>
-</div>
diff --git a/pages/summaries.html b/pages/summaries.html
new file mode 100644
index 0000000..ac80a31
--- /dev/null
+++ b/pages/summaries.html
@@ -0,0 +1,19 @@
+---
+layout: default
+title: Summaries
+active_nav: summaries
+permalink: /summaries.html
+---
+
+<div id="section-full">
+    <div class="section-header">
+        <h3>Survey Result Summaries</h3>
+    </div>
+    <div class="section-item">
+        <div class="content">
+            {% for year in site.summaries %}
+            {{ year.end_date }}: <a href="{{ year.url }}">Survey Result Summary - {{ year.name }}</a><br/>
+            {% endfor %}
+        </div>
+    </div>
+</div>
diff --git a/requirements.base b/requirements.base
deleted file mode 100644
index e69de29..0000000
diff --git a/static/css/page.css b/static/css/page.css
index 3430074..7086ac3 100644
--- a/static/css/page.css
+++ b/static/css/page.css
@@ -100,3 +100,22 @@ article > .content {
 	margin-bottom: 20px;
 	text-align: center;
 }
+
+.summary-table tr:nth-child(odd) {
+	background-color: #f8f8f8;
+}
+.summary-table tr:nth-child(even) {
+	background-color: #f4f4f4;
+}
+.summary-table tr:hover {
+	background-color: #e0e0e0;
+}
+
+.summary-table tr.setting {
+	background-color: #ffffff;
+}
+
+.summary-table tr.setting th {
+	padding-top: 8px;
+	width: 600px;
+}