diff --git a/.github/scripts/cache.sh b/.github/scripts/cache.sh
deleted file mode 100755
index 371a3cb5b..000000000
--- a/.github/scripts/cache.sh
+++ /dev/null
@@ -1,23 +0,0 @@
-#!/bin/sh -l
-
-set -eu
-
-### VARIABLES ###
-
-# From action env:
-#   REPO_DIR
-
-ACT_SCRIPT_PATH=_visualize/scripts
-
-### SETUP ###
-
-# Store absolute path
-cd $REPO_DIR
-REPO_ROOT=$(pwd)
-
-### RUN CACHE SCRIPT ###
-
-cd $REPO_ROOT/$ACT_SCRIPT_PATH
-./CACHE.sh
-
-exit 0
diff --git a/.github/scripts/update.sh b/.github/scripts/validate.sh
old mode 100755
new mode 100644
similarity index 64%
rename from .github/scripts/update.sh
rename to .github/scripts/validate.sh
index 7639407a8..dfd69ff98
--- a/.github/scripts/update.sh
+++ b/.github/scripts/validate.sh
@@ -6,30 +6,15 @@ set -eu
 
 # From action env:
 #   REPO_DIR
+#   TAG
 
-ACT_LOG_PATH=_visualize/LAST_MASTER_UPDATE.txt
+ACT_LOG_PATH=_visualize/LAST_${TAG}_UPDATE.txt
 ACT_INPUT_PATH=_visualize
 ACT_DATA_PATH=visualize/github-data
-ACT_SCRIPT_PATH=_visualize/scripts
-
-### SETUP ###
-
-# Store absolute path
-cd $REPO_DIR
-REPO_ROOT=$(pwd)
-
-# Store previous END timestamp
-OLD_END=$(cat $ACT_LOG_PATH | grep END | cut -f 2)
-OLD_END=$(date --date="$OLD_END" "+%s")
-
-### RUN MASTER SCRIPT ###
-
-cd $REPO_ROOT/$ACT_SCRIPT_PATH
-./MASTER.sh
 
 ### VALIDATE UPDATE ###
 
-cd $REPO_ROOT
+cd $REPO_DIR
 
 #   Timestamp log changed
 cat $ACT_LOG_PATH
@@ -50,17 +35,6 @@ if [ $(cat $ACT_LOG_PATH | grep -c FAILED) -ne "0" ] || [ $(cat $ACT_LOG_PATH |
         echo "Timestamp log valid"
 fi
 
-#   New START is later than previous END
-NEW_START=$(cat $ACT_LOG_PATH | grep START | cut -f 2)
-NEW_START=$(date --date="$NEW_START" "+%s")
-if [ "$OLD_END" -gt "$NEW_START" ]
-    then
-        echo "UPDATE FAILED - New START is earlier than previous END"
-        exit 1
-    else
-        echo "START timestamp valid"
-fi
-
 #   All changes are to valid files only
 git diff --name-only HEAD
 CHANGE_COUNT=$(git diff --name-only HEAD | grep -c -E ".+")
diff --git a/.github/workflows/cache.yml b/.github/workflows/cache.yml
index 89b01a204..cf848e2e6 100644
--- a/.github/workflows/cache.yml
+++ b/.github/workflows/cache.yml
@@ -3,12 +3,18 @@ name: Routine Data Cache Request
 on:
   workflow_dispatch:
   schedule:
-    - cron: "45 8 * * *"
+    - cron: '45 8 * * *'
+
+concurrency:
+  group: data-cache
 
 defaults:
   run:
     shell: bash
 
+env:
+  TAG: CACHE
+
 jobs:
   runDataUpdate:
     name: Run Cache Request
@@ -20,35 +26,44 @@ jobs:
       - name: Store timestamp
         run: |
           echo "TIMESTAMP=$(date -u +"%F-%H")" >> "$GITHUB_ENV"
+
       - name: Checkout
         uses: actions/checkout@v6
         with:
           path: ${{ env.REPO_DIR }}
           token: ${{ secrets.GITHUB_TOKEN }}
+
       - name: Setup python
         uses: actions/setup-python@v6
         with:
-          python-version: "3.11"
-          cache: "pip"
-          cache-dependency-path: "${{ env.REPO_DIR }}/_visualize/scripts/requirements.txt"
+          python-version: '3.11'
+          cache: 'pip'
+          cache-dependency-path: '${{ env.REPO_DIR }}/_visualize/scripts/requirements.txt'
+
       - name: Install dependencies
-        run: pip install -r ${{ env.REPO_DIR }}/_visualize/scripts/requirements.txt
-      - name: Run cache script
-        run: ./${{ env.REPO_DIR }}/.github/scripts/cache.sh
+        run: pip install -r $REPO_DIR/_visualize/scripts/requirements.txt
+
+      - name: Run data collection script
+        run: |
+          set -eu
+          cd $REPO_DIR/_visualize/scripts
+          ./UPDATE.sh $TAG
         env:
           GITHUB_API_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+
       - name: Show health stats
         if: ${{ always() }}
         run: |
-          cat ${{ env.REPO_DIR }}/_visualize/LAST_CACHE_REQUEST.txt || true
-          echo "Warning Count: $(grep -c 'Warning' ${{ env.REPO_DIR }}/_visualize/LAST_CACHE_REQUEST.log)"
-          echo "From Timeouts: $(grep -c 'but failed' ${{ env.REPO_DIR }}/_visualize/LAST_CACHE_REQUEST.log)"
-          echo "Limit Reached: $(grep -c 'rate limit exceeded' ${{ env.REPO_DIR }}/_visualize/LAST_CACHE_REQUEST.log)"
+          cat $REPO_DIR/_visualize/LAST_$TAG_UPDATE.txt || true
+          echo "Warning Count: $(grep -c 'Warning' $REPO_DIR/_visualize/LAST_$TAG_UPDATE.log)"
+          echo "From Timeouts: $(grep -c 'but failed' $REPO_DIR/_visualize/LAST_$TAG_UPDATE.log)"
+          echo "Limit Reached: $(grep -c 'rate limit exceeded' $REPO_DIR/_visualize/LAST_$TAG_UPDATE.log)"
+
       - name: Save log files
         if: ${{ always() }}
         uses: actions/upload-artifact@v6
         with:
           name: logfiles_${{ env.TIMESTAMP }}_cache
           path: |
-            ${{ env.REPO_DIR }}/_visualize/LAST_CACHE_REQUEST.txt
-            ${{ env.REPO_DIR }}/_visualize/LAST_CACHE_REQUEST.log
+            ${{ env.REPO_DIR }}/_visualize/LAST_${{ env.TAG }}_UPDATE.txt
+            ${{ env.REPO_DIR }}/_visualize/LAST_${{ env.TAG }}_UPDATE.log
diff --git a/.github/workflows/update.yml b/.github/workflows/update.yml
index 1e2574a5c..d6b860e56 100644
--- a/.github/workflows/update.yml
+++ b/.github/workflows/update.yml
@@ -3,7 +3,11 @@ name: Routine Data Update
 on:
   workflow_dispatch:
   schedule:
-    - cron: "45 10 * * *"
+    - cron: '45 10 * * *'
+
+concurrency:
+  group: data-updates
+  cancel-in-progress: true
 
 defaults:
   run:
@@ -20,35 +24,72 @@ jobs:
       - name: Store timestamp
         run: |
           echo "TIMESTAMP=$(date -u +"%F-%H")" >> "$GITHUB_ENV"
+
       - name: Checkout
         uses: actions/checkout@v6
         with:
           path: ${{ env.REPO_DIR }}
           token: ${{ secrets.GITHUB_TOKEN }}
           persist-credentials: false
+
       - name: Setup python
         uses: actions/setup-python@v6
         with:
-          python-version: "3.11"
-          cache: "pip"
-          cache-dependency-path: "${{ env.REPO_DIR }}/_visualize/scripts/requirements.txt"
+          python-version: '3.11'
+          cache: 'pip'
+          cache-dependency-path: '${{ env.REPO_DIR }}/_visualize/scripts/requirements.txt'
+
       - name: Install dependencies
-        run: pip install -r ${{ env.REPO_DIR }}/_visualize/scripts/requirements.txt
-      - name: Run update script
+        run: pip install -r $REPO_DIR/_visualize/scripts/requirements.txt
+
+      - name: Create GitHub App Installation Token1
+        uses: actions/create-github-app-token@v2
+        id: app-token1
+        with:
+          app-id: ${{ vars.APP_ID }}
+          private-key: ${{ secrets.PRIVATE_KEY }}
+
+      - name: Run data collection script with App Installation Token
+        run: |
+          set -eu
+          cd $REPO_DIR/_visualize/scripts
+          ./UPDATE.sh $TAG
+        env:
+          GITHUB_API_TOKEN: ${{ steps.app-token1.outputs.token }}
+          TAG: MEMBERS
+
+      - name: Validate members data updates
+        run: ./$REPO_DIR/.github/scripts/validate.sh
+        env:
+          TAG: MEMBERS
+
+      - name: Run data collection script with Action Token
+        run: |
+          set -eu
+          cd $REPO_DIR/_visualize/scripts
+          ./UPDATE.sh $TAG
         env:
           GITHUB_API_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-        run: ./${{ env.REPO_DIR }}/.github/scripts/update.sh
+          TAG: CORE
+
+      - name: Validate core data updates
+        run: ./$REPO_DIR/.github/scripts/validate.sh
+        env:
+          TAG: CORE
+
       - name: Create GitHub App Installation Token
         uses: actions/create-github-app-token@v2
         id: app-token
         with:
           app-id: ${{ vars.APP_ID }}
           private-key: ${{ secrets.PRIVATE_KEY }}
+
       - name: Get GitHub App User ID
         id: get-user-id
         env:
           GH_TOKEN: ${{ steps.app-token.outputs.token }}
         run: echo "user-id=$(gh api "/users/${{ steps.app-token.outputs.app-slug }}[bot]" --jq .id)" >> "$GITHUB_OUTPUT"
+
       - name: Configure git
         env:
           GH_TOKEN: ${{ steps.app-token.outputs.token }}
@@ -56,30 +97,37 @@ jobs:
           gh auth setup-git
           git config --global user.name '${{ steps.app-token.outputs.app-slug }}[bot]'
           git config --global user.email '${{ steps.get-user-id.outputs.user-id }}+${{ steps.app-token.outputs.app-slug }}[bot]@users.noreply.github.com'
+
       - name: Commit updated data
         env:
           GH_TOKEN: ${{ steps.app-token.outputs.token }}
         run: |
-          pushd ${{ env.REPO_DIR }}
+          set -eu
+          cd $REPO_DIR
           git stash
           git pull --ff-only
           git stash pop
           git add -A .
-          git commit -m "${{ env.TIMESTAMP }} Data Update by ${{ steps.app-token.outputs.app-slug }}"
+          git commit -m "$TIMESTAMP Data Update by ${{ steps.app-token.outputs.app-slug }}"
           git push
-          popd
+
       - name: Show health stats
         if: ${{ always() }}
         run: |
-          cat ${{ env.REPO_DIR }}/_visualize/LAST_MASTER_UPDATE.txt || true
-          echo "Warning Count: $(grep -c 'Warning' ${{ env.REPO_DIR }}/_visualize/LAST_MASTER_UPDATE.log)"
-          echo "From Timeouts: $(grep -c 'but failed' ${{ env.REPO_DIR }}/_visualize/LAST_MASTER_UPDATE.log)"
-          echo "Limit Reached: $(grep -c 'rate limit exceeded' ${{ env.REPO_DIR }}/_visualize/LAST_MASTER_UPDATE.log)"
+          for TAG in MEMBERS CORE; do
+            cat $REPO_DIR/_visualize/LAST_$TAG_UPDATE.txt || true
+            echo "Warning Count: $(grep -c 'Warning' $REPO_DIR/_visualize/LAST_$TAG_UPDATE.log)"
+            echo "From Timeouts: $(grep -c 'but failed' $REPO_DIR/_visualize/LAST_$TAG_UPDATE.log)"
+            echo "Limit Reached: $(grep -c 'rate limit exceeded' $REPO_DIR/_visualize/LAST_$TAG_UPDATE.log)"
+          done
+
       - name: Save log files
         if: ${{ always() }}
         uses: actions/upload-artifact@v6
         with:
           name: logfiles_${{ env.TIMESTAMP }}_update
           path: |
-            ${{ env.REPO_DIR }}/_visualize/LAST_MASTER_UPDATE.txt
-            ${{ env.REPO_DIR }}/_visualize/LAST_MASTER_UPDATE.log
+            ${{ env.REPO_DIR }}/_visualize/LAST_MEMBERS_UPDATE.txt
+            ${{ env.REPO_DIR }}/_visualize/LAST_MEMBERS_UPDATE.log
+            ${{ env.REPO_DIR }}/_visualize/LAST_CORE_UPDATE.txt
+            ${{ env.REPO_DIR }}/_visualize/LAST_CORE_UPDATE.log
diff --git a/.gitignore b/.gitignore
index fed18566a..0348c2908 100644
--- a/.gitignore
+++ b/.gitignore
@@ -2,7 +2,6 @@ _site
 Gemfile.lock
 *.pyc
 _visualize/*.log
-_visualize/LAST_CACHE_REQUEST.txt
 .DS_Store
 .vscode/
 .bundle
diff --git a/_visualize/LAST_MASTER_UPDATE.txt b/_visualize/LAST_FULL_UPDATE.txt
similarity index 100%
rename from _visualize/LAST_MASTER_UPDATE.txt
rename to _visualize/LAST_FULL_UPDATE.txt
diff --git a/_visualize/README.md b/_visualize/README.md
index 893125338..68e2495e3 100644
--- a/_visualize/README.md
+++ b/_visualize/README.md
@@ -2,7 +2,7 @@
 
 ```bash
 cd _visualize/scripts/
-./MASTER.sh
+./UPDATE.sh
 ```
 
 _(Additional script functionality detailed in the [`./scripts` section below][jump2 scripts].)_
@@ -29,7 +29,11 @@ New files are created for each type of data structure.
 For most files, data is overwritten each time the scripts are run.  
 Other scripts may collect cumulative data with a daily timestamp. If one of these scripts is run multiple times in a single day, the entry for that day will be overwritten.
 
-Running [`MASTER.sh`][mastersh] will run all of the necessary scripts in the appropriate order to fetch the latest data. It will also update [`LAST_MASTER_UPDATE.txt`][lastmasterup] to record when this complete data update was last run.
+Running [`UPDATE.sh`][updatesh] will run all of the necessary scripts in the appropriate order to fetch the latest data. It will also update `LAST_FULL_UPDATE.txt` to record when this complete data update was last run.  
+
+You can also run the script with an argument `UPDATE.sh <TAG>` to select a custom set of scripts defined in `UPDATE_<TAG>.txt`.
+(See [`UPDATE_FULL.txt`][updatefull] for the default set of scripts.)
+Timestamps will also be recorded in `LAST_<TAG>_UPDATE.txt` instead.
 
 The scripts are only for gathering new data. You do not need them to run in order to view the webpage visualizations.
 
@@ -39,8 +43,8 @@ The scripts are only for gathering new data. You do not need them to run in orde
 [queries dir]: queries
 [scripts dir]: scripts
 [requires]: scripts/requirements.txt
-[mastersh]: scripts/MASTER.sh
-[lastmasterup]: LAST_MASTER_UPDATE.txt
+[updatesh]: scripts/UPDATE.sh
+[updatefull]: scripts/UPDATE_FULL.txt
 [gitgraphql]: https://developer.github.com/v4/
 [oauth]: https://github.com/settings/developers
 [personaltoken]: https://github.com/settings/tokens
diff --git a/_visualize/scripts/CACHE.sh b/_visualize/scripts/CACHE.sh
deleted file mode 100755
index 54429ccca..000000000
--- a/_visualize/scripts/CACHE.sh
+++ /dev/null
@@ -1,50 +0,0 @@
-#!/bin/bash
-# Run this script to trigger GitHub's data caching
-# https://docs.github.com/en/rest/metrics/statistics?apiVersion=2022-11-28#best-practices-for-caching
-
-exec &> ../LAST_CACHE_REQUEST.log
-
-export GITHUB_DATA=../../visualize/github-data
-DATELOG=../LAST_CACHE_REQUEST.txt
-
-# On exit
-function finish {
-    # Log end time
-    echo -e "END\t$(date -u)" >> $DATELOG
-}
-trap finish EXIT
-
-# Stop and Log for failed scripts
-function errorCheck() {
-    if [ $ret -ne 0 ]; then
-        echo "FAILED - $1"
-        echo -e "FAILED\t$1" >> $DATELOG
-        exit 1
-    fi
-}
-
-# Basic script run procedure
-function runScript() {
-    echo "Run - $1"
-    python -u $1
-    ret=$?
-    errorCheck "$1"
-}
-
-
-# Check Python requirements
-runScript python_check.py
-
-
-echo "RUNNING CACHE REQUEST SCRIPT"
-
-# Log start time
-echo -e "$(date -u '+%F-%H')" > $DATELOG
-echo -e "START\t$(date -u)" >> $DATELOG
-
-
-# --- CHACHEABLE QUERIES ---
-runScript cache_repos_activitycommits.py
-
-
-echo "CACHE REQUEST COMPLETE"
diff --git a/_visualize/scripts/MASTER.sh b/_visualize/scripts/MASTER.sh
deleted file mode 100755
index 6827e7884..000000000
--- a/_visualize/scripts/MASTER.sh
+++ /dev/null
@@ -1,81 +0,0 @@
-#!/bin/bash
-# Run this script to refresh all data
-
-exec &> ../LAST_MASTER_UPDATE.log
-
-export GITHUB_DATA=../../visualize/github-data
-DATELOG=../LAST_MASTER_UPDATE.txt
-
-# On exit
-function finish {
-    # Log end time
-    echo -e "END\t$(date -u)" >> $DATELOG
-}
-trap finish EXIT
-
-# Stop and Log for failed scripts
-function errorCheck() {
-    if [ $ret -ne 0 ]; then
-        echo "FAILED - $1"
-        echo -e "FAILED\t$1" >> $DATELOG
-        exit 1
-    fi
-}
-
-# Basic script run procedure
-function runScript() {
-    echo "Run - $1"
-    python -u $1
-    ret=$?
-    errorCheck "$1"
-}
-
-
-# Check Python requirements
-runScript python_check.py
-
-
-echo "RUNNING MASTER UPDATE SCRIPT"
-
-# Log start time
-echo -e "$(date -u '+%F-%H')" > $DATELOG
-echo -e "START\t$(date -u)" >> $DATELOG
-
-
-# RUN THIS FIRST
-runScript cleanup_inputs.py
-
-
-# --- BASIC DATA ---
-# Required before any other repo scripts (output used as repo list)
-runScript get_repos_info.py
-# Required before any other member scripts (output used as member list)
-runScript get_internal_members.py
-
-
-# --- EXTERNAL V INTERNAL ---
-runScript get_members_extrepos.py
-runScript get_repos_users.py
-
-
-# --- ADDITIONAL REPO DETAILS ---
-runScript get_repos_languages.py
-runScript get_repos_topics.py
-runScript get_repos_activitycommits.py
-runScript get_repos_dependencies.py
-runScript get_dependency_info.py
-
-
-# --- HISTORY FOR ALL TIME ---
-runScript get_repos_starhistory.py
-runScript get_repos_releases.py
-runScript get_repos_creationhistory.py
-
-
-# RUN THIS LAST
-runScript build_yearlist.py  # Used in case of long term cumulative data
-
-runScript gather_repo_metadata.py  # Generate simplified metadata file
-
-
-echo "MASTER UPDATE COMPLETE"
diff --git a/_visualize/scripts/README.md b/_visualize/scripts/README.md
index 70a4681e4..8bfe6cf3a 100644
--- a/_visualize/scripts/README.md
+++ b/_visualize/scripts/README.md
@@ -15,5 +15,5 @@ source venv/bin/activate
 pip install -r requirements.txt
 
 # Run the collection script
-./MASTER.sh
+./UPDATE.sh
 ```
diff --git a/_visualize/scripts/UPDATE.sh b/_visualize/scripts/UPDATE.sh
new file mode 100755
index 000000000..34a6ab97b
--- /dev/null
+++ b/_visualize/scripts/UPDATE.sh
@@ -0,0 +1,62 @@
+#!/bin/bash
+# Run this script to refresh data.
+# Script selection can be customized through a text file UPDATE_<TAG>.txt
+# Providing the argument <TAG> to this script will select UPDATE_<TAG>.txt
+# The input list from UPDATE_FULL.txt is selected by default.
+
+if [ -z "$1" ]; then
+    TAG=FULL
+else
+    TAG="$1"
+fi
+
+exec &> ../LAST_${TAG}_UPDATE.log
+
+export GITHUB_DATA=../../visualize/github-data
+DATELOG=../LAST_${TAG}_UPDATE.txt
+
+# On exit
+function finish {
+    # Log end time
+    echo -e "END\t$(date -u)" >> $DATELOG
+}
+trap finish EXIT
+
+# Stop and Log for failed scripts
+function errorCheck() {
+    if [ $ret -ne 0 ]; then
+        echo "FAILED - $1"
+        echo -e "FAILED\t$1" >> $DATELOG
+        exit 1
+    fi
+}
+
+# Basic script run procedure
+function runScript() {
+    echo "Run - $1"
+    python -u $1
+    ret=$?
+    errorCheck "$1"
+}
+
+
+# Check Python requirements
+runScript python_check.py
+
+echo "RUNNING ${TAG} UPDATE SCRIPT"
+
+# Log start time
+echo -e "$(date -u '+%F-%H')" > $DATELOG
+echo -e "START\t$(date -u)" >> $DATELOG
+
+# RUN THIS FIRST
+runScript cleanup_inputs.py
+
+# DATA COLLECTION
+readarray -t script_array < <(grep -v '^#' UPDATE_${TAG}.txt)
+echo "Data scripts queued: (${script_array[*]})"
+for datascript in "${script_array[@]}"; do
+    runScript ${datascript}.py
+done
+
+echo "${TAG} UPDATE COMPLETE"
diff --git a/_visualize/scripts/UPDATE_CACHE.txt b/_visualize/scripts/UPDATE_CACHE.txt
new file mode 100644
index 000000000..e01af22a0
--- /dev/null
+++ b/_visualize/scripts/UPDATE_CACHE.txt
@@ -0,0 +1,2 @@
+# --- CHACHEABLE QUERIES ---
+cache_repos_activitycommits
diff --git a/_visualize/scripts/UPDATE_CORE.txt b/_visualize/scripts/UPDATE_CORE.txt
new file mode 100644
index 000000000..d84c73af9
--- /dev/null
+++ b/_visualize/scripts/UPDATE_CORE.txt
@@ -0,0 +1,19 @@
+# --- BASIC DATA ---
+get_repos_info
+#   Required before any other repo scripts (output used as repo list)
+# --- EXTERNAL V INTERNAL ---
+get_members_extrepos
+get_repos_users
+# --- ADDITIONAL REPO DETAILS ---
+get_repos_languages
+get_repos_topics
+get_repos_activitycommits
+get_repos_dependencies
+get_dependency_info
+# --- HISTORY FOR ALL TIME ---
+get_repos_starhistory
+get_repos_releases
+get_repos_creationhistory
+# --- ADDITIONAL DATA PROCESSING ---
+gather_repo_metadata
+#   Generates simplified metadata file
diff --git a/_visualize/scripts/UPDATE_FULL.txt b/_visualize/scripts/UPDATE_FULL.txt
new file mode 100644
index 000000000..eb35ebb11
--- /dev/null
+++ b/_visualize/scripts/UPDATE_FULL.txt
@@ -0,0 +1,22 @@
+# DEFAULT
+# --- BASIC DATA ---
+get_repos_info
+#   Required before any other repo scripts (output used as repo list)
+get_internal_members
+#   Required before any other member scripts (output used as member list)
+# --- EXTERNAL V INTERNAL ---
+get_members_extrepos
+get_repos_users
+# --- ADDITIONAL REPO DETAILS ---
+get_repos_languages
+get_repos_topics
+get_repos_activitycommits
+get_repos_dependencies
+get_dependency_info
+# --- HISTORY FOR ALL TIME ---
+get_repos_starhistory
+get_repos_releases
+get_repos_creationhistory
+# --- ADDITIONAL DATA PROCESSING ---
+gather_repo_metadata
+#   Generates simplified metadata file
diff --git a/_visualize/scripts/UPDATE_MEMBERS.txt b/_visualize/scripts/UPDATE_MEMBERS.txt
new file mode 100644
index 000000000..76db534a2
--- /dev/null
+++ b/_visualize/scripts/UPDATE_MEMBERS.txt
@@ -0,0 +1,3 @@
+# --- BASIC DATA ---
+get_internal_members
+#   Required before any other member scripts (output used as member list)
diff --git a/_visualize/scripts/build_yearlist.py b/_visualize/scripts/build_yearlist.py
deleted file mode 100644
index 422c4957a..000000000
--- a/_visualize/scripts/build_yearlist.py
+++ /dev/null
@@ -1,34 +0,0 @@
-from scraper.github import queryManager as qm
-from os import environ as env
-import os.path
-
-ghDataDir = env.get("GITHUB_DATA", "../github-data")
-yearDict = {}
-
-# Gather all file name data
-print("Checking GitHub data file names with year stamps...")
-if not os.path.exists(ghDataDir):
-    raise FileNotFoundError("Directory path '%s' does not exist." % (ghDataDir))
-for file in os.listdir(ghDataDir):
-    if file.endswith(".json"):
-        nameSplit = file.split(".")
-        # Must have format "somePrefix.0000.json"
-        if not nameSplit[0] == "YEARS" and nameSplit[1].isdigit():
-            prefix = nameSplit[0]
-            yearX = int(nameSplit[1])
-            if prefix not in yearDict:
-                yearDict[prefix] = []
-            yearDict[prefix].append(yearX)
-
-print("Sorting year data...")
-# Remove duplicate years (though shouldn't be possible) and sort list
-for prefix in yearDict.keys():
-    yearList = yearDict[prefix]
-    yearList = list(set(yearList))
-    yearList.sort()
-    yearDict[prefix] = yearList
-
-yearData = qm.DataManager("%s/YEARS.json" % ghDataDir, False)
-yearData.fileSave(newline="\n")
-
-print("Done!\n")
diff --git a/visualize/github-data/YEARS.json b/visualize/github-data/YEARS.json
deleted file mode 100644
index 9e26dfeeb..000000000
--- a/visualize/github-data/YEARS.json
+++ /dev/null
@@ -1 +0,0 @@
-{}
\ No newline at end of file