diff --git a/.github/workflows/save_coverage.yml b/.github/workflows/save_coverage.yml
new file mode 100644
index 0000000000..5e4641ec9c
--- /dev/null
+++ b/.github/workflows/save_coverage.yml
@@ -0,0 +1,34 @@
+name: Upload coverage
+
+on:
+  workflow_run:
+    workflows: ['Code Tests', 'Geopandas tests', 'Code Tests with Latest branca', 'Selenium Tests', 'Run Snapshot Tests', 'Run Streamlit Folium Tests']
+    types: [completed]
+
+jobs:
+  run:
+    runs-on: ubuntu-latest
+
+    steps:
+    - name: Download coverage files from previous steps
+      id: download-artifacts
+      uses: actions/download-artifact@v4
+      with:
+        path: combined-coverage
+        pattern: coverage-*
+        merge-multiple: true
+        token: ${{ secrets.GITHUB_TOKEN }}
+
+    - name: Combine coverage
+      run: coverage combine
+
+    - name: Generate report
+      run: coverage html --skip-covered
+
+    - name: Upload coverage report
+      if: always()
+      uses: actions/upload-artifact@v4
+      with:
+        name: combined-coverage
+        path: htmlcov/**
+        fail-on-empty: false
diff --git a/.github/workflows/test_code.yml b/.github/workflows/test_code.yml
index e29dd68f20..ab966c9e29 100644
--- a/.github/workflows/test_code.yml
+++ b/.github/workflows/test_code.yml
@@ -41,4 +41,12 @@ jobs:
         pip install pixelmatch
 
     - name: Code tests
-      run: python -m pytest -vv --ignore=tests/selenium --ignore=tests/playwright --ignore=tests/snapshots
+      run: coverage run -p -m pytest -vv --ignore=tests/selenium --ignore=tests/playwright --ignore=tests/snapshots
+
+    - name: Upload coverage
+      if: always()
+      uses: actions/upload-artifact@v4
+      with:
+        name: coverage-test-code
+        path: |
+          .coverage*
diff --git a/.github/workflows/test_geopandas.yml b/.github/workflows/test_geopandas.yml
index a7ed868b47..219b3db194 100644
--- a/.github/workflows/test_geopandas.yml
+++ b/.github/workflows/test_geopandas.yml
@@ -46,4 +46,12 @@ jobs:
     - name: Run Geopandas tests
       run: |
         cd geopandas
-        pytest -r a geopandas/tests/test_explore.py
+        coverage run -p -m pytest -r a geopandas/tests/test_explore.py
+
+    - name: Upload coverage
+      if: always()
+      uses: actions/upload-artifact@v4
+      with:
+        name: coverage-test-geopandas
+        path: |
+          .coverage*
diff --git a/.github/workflows/test_latest_branca.yml b/.github/workflows/test_latest_branca.yml
index c7ea3aaa19..0f0f4ea70e 100644
--- a/.github/workflows/test_latest_branca.yml
+++ b/.github/workflows/test_latest_branca.yml
@@ -33,4 +33,12 @@ jobs:
       run: |
         micromamba remove branca --yes --force
         python -m pip install git+https://github.com/python-visualization/branca.git
-        python -m pytest -vv --ignore=tests/selenium --ignore=tests/playwright --ignore=tests/snapshots
+        coverage run -p -m pytest -vv --ignore=tests/selenium --ignore=tests/playwright --ignore=tests/snapshots
+
+    - name: Upload coverage
+      if: always()
+      uses: actions/upload-artifact@v4
+      with:
+        name: coverage-test-branca
+        path: |
+          .coverage*
diff --git a/.github/workflows/test_selenium.yml b/.github/workflows/test_selenium.yml
index 61a87df02c..e1d876d33c 100644
--- a/.github/workflows/test_selenium.yml
+++ b/.github/workflows/test_selenium.yml
@@ -34,4 +34,12 @@ jobs:
 
     - name: Selenium tests
       shell: bash -l {0}
-      run: python -m pytest tests/selenium -vv
+      run: coverage run -p -m pytest tests/selenium -vv
+
+    - name: Upload coverage
+      if: always()
+      uses: actions/upload-artifact@v4
+      with:
+        name: coverage-test-selenium
+        path: |
+          .coverage*
diff --git a/.github/workflows/test_snapshots.yml b/.github/workflows/test_snapshots.yml
index 9555eff44e..14cac92028 100644
--- a/.github/workflows/test_snapshots.yml
+++ b/.github/workflows/test_snapshots.yml
@@ -36,7 +36,7 @@ jobs:
     - name: Test with pytest
       shell: bash -l {0}
       run: |
-        python -m pytest tests/snapshots -s --junit-xml=test-results.xml
+        coverage run -p -m pytest tests/snapshots -s --junit-xml=test-results.xml
 
     - name: Surface failing tests
       if: always()
@@ -53,3 +53,11 @@ jobs:
         path: |
           /tmp/screenshot_*_*.png
           /tmp/folium_map_*.html
+
+    - name: Upload coverage
+      if: always()
+      uses: actions/upload-artifact@v4
+      with:
+        name: coverage-test-snapshots
+        path: |
+          .coverage*
diff --git a/.github/workflows/test_streamlit_folium.yml b/.github/workflows/test_streamlit_folium.yml
index d821a0c140..0ba8d449c8 100644
--- a/.github/workflows/test_streamlit_folium.yml
+++ b/.github/workflows/test_streamlit_folium.yml
@@ -55,7 +55,7 @@ jobs:
         playwright install --with-deps
 
     - name: Install annotate-failures-plugin
-      run: pip install pytest-github-actions-annotate-failures
+      run: pip install pytest-github-actions-annotate-failures coverage
 
     - name: Install folium from source
       shell: bash -l {0}
@@ -66,7 +66,7 @@ jobs:
       shell: bash -l {0}
       run: |
         cd streamlit_folium
-        pytest tests/test_frontend.py --browser chromium -s --reruns 3 -k "not test_layer_control_dynamic_update" --junit-xml=test-results.xml
+        python -m pytest tests/test_frontend.py --browser chromium -s --reruns 3 -k "not test_layer_control_dynamic_update"
 
     - name: Surface failing tests
       if: always()
@@ -74,3 +74,12 @@ jobs:
       with:
         path: streamlit_folium/test-results.xml
         fail-on-empty: false
+
+
+    - name: Upload coverage
+      if: always()
+      uses: actions/upload-artifact@v4
+      with:
+        name: coverage-test-streamlit-folium
+        path: |
+          .coverage*
diff --git a/folium/__init__.py b/folium/__init__.py
index c6fa376e4c..67489f8c50 100644
--- a/folium/__init__.py
+++ b/folium/__init__.py
@@ -46,13 +46,16 @@
 
 try:
     from ._version import __version__
-except ImportError:
+except ImportError:  # pragma: no cover
     __version__ = "unknown"
 
 
 if branca.__version__ != "unknown" and tuple(
     int(x) for x in branca.__version__.split(".")[:2]
-) < (0, 3):
+) < (
+    0,
+    3,
+):  # pragma: no cover
     raise ImportError(
         "branca version 0.3.0 or higher is required. "
         "Update branca with e.g. `pip install branca --upgrade`."
diff --git a/tests/snapshots/test_snapshots.py b/tests/snapshots/test_snapshots.py
index 84c20211ba..8249bc1686 100644
--- a/tests/snapshots/test_snapshots.py
+++ b/tests/snapshots/test_snapshots.py
@@ -35,7 +35,7 @@ def test_screenshot(path: str):
         m.save(f"/tmp/folium_map_{path}.html")
         assert mismatch < 200
 
-    else:
+    else:  # pragma: no cover
         shutil.copy(
             f"/tmp/screenshot_new_{path}.png",
             f"tests/snapshots/screenshots/screenshot_{path}.png",