diff --git a/.github/workflows/extract-chicago-permits.yaml b/.github/workflows/extract-chicago-permits.yaml
new file mode 100644
index 0000000..e399c05
--- /dev/null
+++ b/.github/workflows/extract-chicago-permits.yaml
@@ -0,0 +1,98 @@
+# Workflow that can be manually dispatched to trigger Chicago permit extraction.
+
+name: extract-chicago-permits
+
+on:
+  workflow_dispatch:
+
+env:
+  WORKING_DIR: chicago
+  S3_BUCKET: ccao-data-public-us-east-1
+  S3_PREFIX: permits/chicago
+
+jobs:
+  extract-chicago-permits:
+    runs-on: ubuntu-latest
+    # These permissions are needed to interact with GitHub's OIDC Token endpoint
+    # so that we can authenticate with AWS
+    permissions:
+      id-token: write
+      contents: read
+    steps:
+      - name: Checkout repo code
+        uses: actions/checkout@v4
+
+      - name: Setup Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: 3.10
+          cache: pipenv
+
+      - name: Install pipenv
+        run: pip install pipenv
+        shell: bash
+
+      - name: Install Python requirements
+        run: pipenv install
+        shell: bash
+        working-directory: ${{ env.WORKING_DIR }}
+
+      - name: Extract permits
+        run: python3 permit_cleaning.py
+        shell: bash
+        working-directory: ${{ env.WORKING_DIR }}
+
+      - name: Compress permit directories into one file
+        id: compress-permits
+        run: |
+          ZIP_FILENAME="chicago-permits-$(date +%Y%m%d%H%M%S).zip"
+          mkdir chicago-permits
+          mv csvs_for_* chicago-permits/
+          zip -r "$ZIP_FILENAME" chicago-permits
+          echo "filename=$ZIP_FILENAME" >> "$GITHUB_OUTPUT"
+        shell: bash
+        working-directory: ${{ env.WORKING_DIR }}
+
+      - name: Configure AWS credentials
+        uses: aws-actions/configure-aws-credentials@v4
+        with:
+          role-to-assume: ${{ secrets.AWS_IAM_ROLE_TO_ASSUME_ARN }}
+          aws-region: us-east-1
+
+      - name: Upload compressed permit file to S3
+        id: s3-upload
+        run: |
+          S3_PATH="s3://${S3_BUCKET}/${S3_PREFIX}/${PERMIT_FILENAME}"
+          aws s3 cp "$PERMIT_FILENAME" "$S3_PATH"
+          S3_URL="https://${S3_BUCKET}.s3.amazonaws.com/${S3_PREFIX}/${PERMIT_FILENAME}"
+          echo "Permit file successfully uploaded to S3: $S3_URL"
+          echo "url=$S3_URL" >> "$GITHUB_OUTPUT"
+        shell: bash
+        working-directory: ${{ env.WORKING_DIR }}
+        env:
+          PERMIT_FILENAME: ${{ steps.compress-permits.outputs.filename }}
+
+      - name: Mask SNS topic ARN
+        # This step is necessary so that AWS doesn't accidentally log the ARN
+        # in case the `aws sns publish` command fails
+        run: echo "::add-mask::${{ secrets.AWS_SNS_TOPIC_ARN }}"
+        shell: bash
+
+      - name: Publish to SNS notification topic
+        run: |
+          SUBJECT="New Chicago permit data for $(date +%d/%m/%Y)"
+          MESSAGE=$(cat <<EOF
+          New Chicago permit data has been extracted on $(date +%d/%m/%Y).
+
+          Download a .zip file containing the permit data here:
+          $S3_URL
+          EOF
+          )
+
+          aws sns publish \
+            --topic-arn "$SNS_TOPIC_ARN" \
+            --subject "$SUBJECT" \
+            --message "$MESSAGE"
+        env:
+          S3_URL: ${{ steps.s3-upload.outputs.url }}
+          SNS_TOPIC_ARN: ${{ secrets.AWS_SNS_TOPIC_ARN }}
diff --git a/.gitignore b/.gitignore
index 68bc17f..024ebc0 100644
--- a/.gitignore
+++ b/.gitignore
@@ -158,3 +158,6 @@ cython_debug/
 #  and can be added to the global gitignore or merged into this file.  For a more nuclear
 #  option (not recommended) you can uncomment the following to ignore the entire idea folder.
 #.idea/
+
+# Ignore generated data
+chicago/csvs_for_*
diff --git a/chicago/Pipfile b/chicago/Pipfile
new file mode 100644
index 0000000..7fdefcd
--- /dev/null
+++ b/chicago/Pipfile
@@ -0,0 +1,14 @@
+[[source]]
+url = "https://pypi.org/simple"
+verify_ssl = true
+name = "pypi"
+
+[packages]
+requests = "2.31.*"
+pandas = "2.1.*"
+sodapy = "2.2.*"
+
+[dev-packages]
+
+[requires]
+python_version = "3.10"
diff --git a/chicago/Pipfile.lock b/chicago/Pipfile.lock
new file mode 100644
index 0000000..eb896d4
--- /dev/null
+++ b/chicago/Pipfile.lock
@@ -0,0 +1,263 @@
+{
+    "_meta": {
+        "hash": {
+            "sha256": "9de45cd2a2f6e5ea7690542e76edfe029f926a2a58915b9706a8f191bc0cb8b0"
+        },
+        "pipfile-spec": 6,
+        "requires": {
+            "python_version": "3.10"
+        },
+        "sources": [
+            {
+                "name": "pypi",
+                "url": "https://pypi.org/simple",
+                "verify_ssl": true
+            }
+        ]
+    },
+    "default": {
+        "certifi": {
+            "hashes": [
+                "sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082",
+                "sha256:92d6037539857d8206b8f6ae472e8b77db8058fec5937a1ef3f54304089edbb9"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==2023.7.22"
+        },
+        "charset-normalizer": {
+            "hashes": [
+                "sha256:06435b539f889b1f6f4ac1758871aae42dc3a8c0e24ac9e60c2384973ad73027",
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