From 7d06d9b08e066e7bedd2059efc1fa5f9a2309c64 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Erik=20Bj=C3=A4reholt?= Date: Sun, 12 Jul 2026 19:12:47 +0200 Subject: [PATCH] feat: switch installed.csv to Active Device Installs, automate in CI (#17) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit The Play Console 'Installed audience' (unique users) metric isn't available in any bulk report, so it can't be automated. Switch installed.csv to 'Active Device Installs' (devices), which the bulk reports do provide and the SA can now read — enabling full daily CI collection via collect-play.yml. - Rebuild installed.csv from the reports (2018-12..2026-07, device-based), preserving the manual Notes; header now 'Active Device Installs'. Values run ~10% above the old user-based series and match the chart's 'Installed Devices' label. - Skip Play's not-yet-finalized recent days (reported as 0) to avoid dips. - Re-enable the android_installs update step in collect-play.yml. --- .github/workflows/collect-play.yml | 10 +- README.md | 3 +- android_installs.py | 10 +- data/android/installed.csv | 5268 +++++++++++++++------------- 4 files changed, 2755 insertions(+), 2536 deletions(-) diff --git a/.github/workflows/collect-play.yml b/.github/workflows/collect-play.yml index 26a49d72..85ea8b0d 100644 --- a/.github/workflows/collect-play.yml +++ b/.github/workflows/collect-play.yml @@ -31,17 +31,17 @@ jobs: printf '%s' "$PLAY_SA_JSON" > "$GOOGLE_APPLICATION_CREDENTIALS" uv run vitals.py crash-rate --days 30 --update data/android-crash-rate.csv uv run vitals.py anr-rate --days 30 --update data/android-anr-rate.csv - # installs/installed.csv is intentionally disabled pending the metric - # decision (Installed audience vs Active Device Installs) — see #17. - # The SA can now read the bucket, so re-enable once decided: - # uv run android_installs.py --bucket "$PLAY_BUCKET" update + # installed.csv = Active Device Installs from the bulk reports (#17). + if [ -n "$PLAY_BUCKET" ]; then + uv run android_installs.py --bucket "$PLAY_BUCKET" update + fi rm -f "$GOOGLE_APPLICATION_CREDENTIALS" - name: Commit if: env.HAS_SA == 'true' run: | git config --local user.email "noreply@github.com" git config --local user.name "GitHub Action" - git add data/android-crash-rate.csv data/android-anr-rate.csv + git add data/android-crash-rate.csv data/android-anr-rate.csv data/android/installed.csv git diff --cached --quiet || git commit -m "chore: update Play Console stats" - name: Push changes if: env.HAS_SA == 'true' diff --git a/README.md b/README.md index baf735be..d1ddb997 100644 --- a/README.md +++ b/README.md @@ -17,12 +17,13 @@ These data are updated automatically in CI: - `stats.csv` - Downloads & GitHub stars - `releases.csv` - Release dates of past releases - `stats-assets.csv` - Per-asset download counts (source for per-platform / per-version breakdowns) + - `android/installed.csv` - Android install base (Active Device Installs, Play Console bulk reports) + - `android-crash-rate.csv` / `android-anr-rate.csv` - Android vitals (Play Developer Reporting API) The following is manually updated: - `chrome-weekly-users.csv` - Chrome extension weekly active users - `firefox-daily-users.csv` - Firefox extension daily active users - - `android/installed.csv` - Android installed devices (Play Console export) - `notes.csv` - Manual entries of major/interesting events diff --git a/android_installs.py b/android_installs.py index 1110a6b0..f12afabb 100644 --- a/android_installs.py +++ b/android_installs.py @@ -48,11 +48,7 @@ # Consistent key location shared by local runs, agents, and CI. DEFAULT_CREDENTIALS = os.path.expanduser("~/.config/activitywatch/play-sa.json") DEFAULT_METRIC_COLUMN = "Active Device Installs" -INSTALLED_HEADER = [ - "Date", - "Installed audience (All users, Unique users, Per interval, Daily): All app versions", - "Notes", -] +INSTALLED_HEADER = ["Date", "Active Device Installs", "Notes"] def _token(credentials: str | None) -> str: @@ -114,7 +110,9 @@ def parse_report(raw: bytes, metric_column: str) -> dict[str, str]: for row in csv.DictReader(io.StringIO(text)): date = (row.get("Date") or "").strip() value = (row.get(metric_column) or "").strip().replace(",", "") - if date and value: + # Skip "0": Play leaves not-yet-finalized recent days as 0, which would + # otherwise be a spurious dip in the install base. + if date and value and value != "0": out[date] = value return out diff --git a/data/android/installed.csv b/data/android/installed.csv index 9b5253aa..de7fb5f0 100644 --- a/data/android/installed.csv +++ b/data/android/installed.csv @@ 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-2020-04-13,166, -2020-04-14,168, -2020-04-15,172, -2020-04-16,169, -2020-04-17,176, -2020-04-18,175, -2020-04-19,172, -2020-04-20,170, -2020-04-21,173, -2020-04-22,174, -2020-04-23,173, -2020-04-24,178, -2020-04-25,176, -2020-04-26,182, -2020-04-27,176, -2020-04-28,181, -2020-04-29,185, -2020-04-30,185, -2020-05-01,184, -2020-05-02,184, -2020-05-03,186, -2020-05-04,182, -2020-05-05,178,Rollout of release: Started rollout of 0.9.0 at 100%. -2020-05-06,187, -2020-05-07,197, -2020-05-08,198, -2020-05-09,212, -2020-05-10,212, -2020-05-11,228, -2020-05-12,227, -2020-05-13,235, -2020-05-14,238, -2020-05-15,243, -2020-05-16,249, -2020-05-17,259, -2020-05-18,257, -2020-05-19,255, -2020-05-20,248, -2020-05-21,268, -2020-05-22,264, -2020-05-23,275, -2020-05-24,276, -2020-05-25,280, -2020-05-26,284, -2020-05-27,279, -2020-05-28,280, -2020-05-29,288, -2020-05-30,286, -2020-05-31,286, -2020-06-01,286, -2020-06-02,289, -2020-06-03,292, -2020-06-04,295, -2020-06-05,284, -2020-06-06,290, -2020-06-07,293, -2020-06-08,303, -2020-06-09,308, -2020-06-10,311, -2020-06-11,315, -2020-06-12,312, -2020-06-13,303, -2020-06-14,316, -2020-06-15,315, -2020-06-16,323, -2020-06-17,327, -2020-06-18,321, -2020-06-19,332, -2020-06-20,325, -2020-06-21,330, -2020-06-22,320,Rollout of release: Started rollout of 0.9.1 at 100%. -2020-06-23,325, -2020-06-24,326, -2020-06-25,330, -2020-06-26,318, -2020-06-27,325, -2020-06-28,330, -2020-06-29,325, -2020-06-30,323, -2020-07-01,325, -2020-07-02,334, -2020-07-03,332, -2020-07-04,322, -2020-07-05,331, -2020-07-06,333, -2020-07-07,327, -2020-07-08,336, -2020-07-09,340, -2020-07-10,337, -2020-07-11,342, -2020-07-12,343, -2020-07-13,342, -2020-07-14,338, -2020-07-15,347, -2020-07-16,353, -2020-07-17,354, -2020-07-18,358, -2020-07-19,355, -2020-07-20,356, -2020-07-21,354, -2020-07-22,348, -2020-07-23,355, -2020-07-24,357, -2020-07-25,363, -2020-07-26,362, -2020-07-27,359, -2020-07-28,361, -2020-07-29,361,Rollout of release: Started rollout of 0.9.2 at 100%. -2020-07-30,370, -2020-07-31,365, -2020-08-01,374, -2020-08-02,370, -2020-08-03,371, -2020-08-04,377, -2020-08-05,374, -2020-08-06,375, -2020-08-07,376, -2020-08-08,380, -2020-08-09,381, -2020-08-10,386, -2020-08-11,389, -2020-08-12,388, -2020-08-13,386, -2020-08-14,388, -2020-08-15,393, -2020-08-16,404, -2020-08-17,406, -2020-08-18,392, -2020-08-19,393, -2020-08-20,405, -2020-08-21,397, -2020-08-22,405, -2020-08-23,409, -2020-08-24,402, -2020-08-25,407, -2020-08-26,413, -2020-08-27,422, -2020-08-28,423, -2020-08-29,442, -2020-08-30,438, -2020-08-31,447, -2020-09-01,452, -2020-09-02,465, -2020-09-03,465, -2020-09-04,456, -2020-09-05,457, -2020-09-06,458, -2020-09-07,465, -2020-09-08,465, -2020-09-09,472, -2020-09-10,475, -2020-09-11,467, -2020-09-12,471, -2020-09-13,469, -2020-09-14,466, -2020-09-15,474, -2020-09-16,478, -2020-09-17,482, -2020-09-18,483, -2020-09-19,483, -2020-09-20,489, -2020-09-21,489, -2020-09-22,496, -2020-09-23,505, -2020-09-24,502, -2020-09-25,502, -2020-09-26,494, -2020-09-27,492, -2020-09-28,507, -2020-09-29,504, -2020-09-30,506, -2020-10-01,511, -2020-10-02,508, -2020-10-03,506, -2020-10-04,517, -2020-10-05,506, -2020-10-06,519,Metric update: Data reconciliation on this date may result in a one-off increase in reported uninstalls. -2020-10-07,510, -2020-10-08,515, -2020-10-09,519, -2020-10-10,519, -2020-10-11,519, -2020-10-12,520, -2020-10-13,529, -2020-10-14,525, -2020-10-15,542, -2020-10-16,525, -2020-10-17,529, -2020-10-18,525, -2020-10-19,537, -2020-10-20,528, -2020-10-21,543, -2020-10-22,543, -2020-10-23,529, -2020-10-24,527, -2020-10-25,517, -2020-10-26,534, -2020-10-27,518, -2020-10-28,541, -2020-10-29,530, -2020-10-30,522, -2020-10-31,535, -2020-11-01,524, -2020-11-02,533, -2020-11-03,534, -2020-11-04,545, -2020-11-05,535, -2020-11-06,525, -2020-11-07,532, -2020-11-08,530, -2020-11-09,527, -2020-11-10,528, -2020-11-11,530, -2020-11-12,540, -2020-11-13,534, -2020-11-14,532, -2020-11-15,526, -2020-11-16,534, -2020-11-17,531, -2020-11-18,547, -2020-11-19,537, -2020-11-20,542, -2020-11-21,532, -2020-11-22,543, -2020-11-23,559, -2020-11-24,571, -2020-11-25,574, -2020-11-26,571, -2020-11-27,582, -2020-11-28,583, -2020-11-29,593, -2020-11-30,580, -2020-12-01,590, -2020-12-02,587, -2020-12-03,584, -2020-12-04,582, -2020-12-05,593, -2020-12-06,584, -2020-12-07,597, -2020-12-08,611, -2020-12-09,601, -2020-12-10,610, -2020-12-11,612, -2020-12-12,606, -2020-12-13,610, -2020-12-14,604, -2020-12-15,600, -2020-12-16,627, -2020-12-17,600, -2020-12-18,616, -2020-12-19,611, -2020-12-20,612, -2020-12-21,606, -2020-12-22,601, -2020-12-23,615, -2020-12-24,600, -2020-12-25,606, -2020-12-26,620, -2020-12-27,624, -2020-12-28,631, -2020-12-29,622, -2020-12-30,621, -2020-12-31,627, -2021-01-01,643, -2021-01-02,651, -2021-01-03,640, -2021-01-04,635, -2021-01-05,639, -2021-01-06,656,Rollout of release: Started rollout of 0.10.0 at 100%. -2021-01-07,646, -2021-01-08,730, -2021-01-09,739, -2021-01-10,732, 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Rollout of release: Started rollout of 0.12.0 at 100%. -2023-09-27,1379, -2023-09-28,1409, -2023-09-29,1406, -2023-09-30,1399, -2023-10-01,1390, -2023-10-02,1380, -2023-10-03,1392, -2023-10-04,1408, -2023-10-05,1390, -2023-10-06,1392, -2023-10-07,1397, -2023-10-08,1396,Rollout of release: Started rollout of 0.12.1b3 at 10%. -2023-10-09,1370, -2023-10-10,1396, -2023-10-11,1369, -2023-10-12,1366, -2023-10-13,1401,Rollout of release: Halted rollout of 0.12.1b3. Rollout of release: Started rollout of 32 (0.12.1b4) at 100%. Rollout of release: Started rollout of 0.12.1b5 at 100%. 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-2026-03-09,4665, -2026-03-10,4637, -2026-03-11,4672, -2026-03-12,4724, -2026-03-13,4728,"Change in reporting data: We've updated our acquisition and install metrics to: You may see a change in your metrics from this date as a result of this update." -2026-03-14,4748, -2026-03-15,4777, -2026-03-16,4768, -2026-03-17,4741, -2026-03-18,4756, -2026-03-19,4776, -2026-03-20,4754, -2026-03-21,4814, -2026-03-22,4838, -2026-03-23,4837, -2026-03-24,4855, -2026-03-25,4863, -2026-03-26,4863, -2026-03-27,4867, -2026-03-28,4828, -2026-03-29,4825, -2026-03-30,4872, -2026-03-31,4881, -2026-04-01,4874, -2026-04-02,4851, -2026-04-03,4847, -2026-04-04,4867, -2026-04-05,4875, -2026-04-06,4922, -2026-04-07,4934, -2026-04-08,4955, -2026-04-09,4951, -2026-04-10,4950, -2026-04-11,4983, -2026-04-12,4976, -2026-04-13,4974, -2026-04-14,5032, -2026-04-15,4955, -2026-04-16,4971, -2026-04-17,5008, -2026-04-18,4949, -2026-04-19,5034, -2026-04-20,4993, -2026-04-21,5042, -2026-04-22,5042, -2026-04-23,5095, 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+2020-04-27,193, +2020-04-28,199, +2020-04-29,199, +2020-04-30,202, +2020-05-01,201, +2020-05-02,199, +2020-05-03,196, +2020-05-04,193, +2020-05-05,189,Rollout of release: Started rollout of 0.9.0 at 100%. +2020-05-06,196, +2020-05-07,211, +2020-05-08,209, +2020-05-09,223, +2020-05-10,226, +2020-05-11,237, +2020-05-12,236, +2020-05-13,244, +2020-05-14,255, +2020-05-15,255, +2020-05-16,263, +2020-05-17,264, +2020-05-18,271, +2020-05-19,269, +2020-05-20,272, +2020-05-21,276, +2020-05-22,289, +2020-05-23,281, +2020-05-24,285, +2020-05-25,299, +2020-05-26,298, +2020-05-27,302, +2020-05-28,295, +2020-05-29,295, +2020-05-30,297, +2020-05-31,309, +2020-06-01,301, +2020-06-02,300, +2020-06-03,304, +2020-06-04,302, +2020-06-05,301, +2020-06-06,310, +2020-06-07,316, +2020-06-08,320, +2020-06-09,322, +2020-06-10,326, +2020-06-11,328, +2020-06-12,333, +2020-06-13,327, +2020-06-14,329, +2020-06-15,337, +2020-06-16,336, +2020-06-17,353, +2020-06-18,351, +2020-06-19,350, +2020-06-20,350, +2020-06-21,354, +2020-06-22,345,Rollout of release: Started rollout of 0.9.1 at 100%. +2020-06-23,353, +2020-06-24,356, +2020-06-25,349, +2020-06-26,343, +2020-06-27,346, +2020-06-28,349, +2020-06-29,354, +2020-06-30,349, +2020-07-01,355, +2020-07-02,355, +2020-07-03,359, +2020-07-04,358, +2020-07-05,351, +2020-07-06,354, +2020-07-07,355, +2020-07-08,358, +2020-07-09,355, +2020-07-10,364, +2020-07-11,365, +2020-07-12,368, +2020-07-13,368, +2020-07-14,367, +2020-07-15,371, +2020-07-16,373, +2020-07-17,376, +2020-07-18,381, +2020-07-19,382, +2020-07-20,387, +2020-07-21,389, +2020-07-22,380, +2020-07-23,391, +2020-07-24,378, +2020-07-25,388, +2020-07-26,395, +2020-07-27,391, +2020-07-28,390, +2020-07-29,385,Rollout of release: Started rollout of 0.9.2 at 100%. +2020-07-30,400, +2020-07-31,395, +2020-08-01,401, +2020-08-02,395, +2020-08-03,393, +2020-08-04,405, +2020-08-05,408, +2020-08-06,403, +2020-08-07,399, +2020-08-08,403, +2020-08-09,408, +2020-08-10,415, +2020-08-11,411, 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may result in a one-off increase in reported uninstalls. +2020-10-07,533, +2020-10-08,532, +2020-10-09,547, +2020-10-10,552, +2020-10-11,556, +2020-10-12,560, +2020-10-13,550, +2020-10-14,562, +2020-10-15,559, +2020-10-16,567, +2020-10-17,560, +2020-10-18,568, +2020-10-19,557, +2020-10-20,562, +2020-10-21,558, +2020-10-22,561, +2020-10-23,560, +2020-10-24,570, +2020-10-25,564, +2020-10-26,558, +2020-10-27,555, +2020-10-28,567, +2020-10-29,566, +2020-10-30,567, +2020-10-31,564, +2020-11-01,563, +2020-11-02,572, +2020-11-03,559, +2020-11-04,566, +2020-11-05,564, +2020-11-06,568, +2020-11-07,566, +2020-11-08,569, +2020-11-09,560, +2020-11-10,568, +2020-11-11,560, +2020-11-12,569, +2020-11-13,570, +2020-11-14,577, +2020-11-15,564, +2020-11-16,561, +2020-11-17,572, +2020-11-18,568, +2020-11-19,568, +2020-11-20,580, +2020-11-21,575, +2020-11-22,591, +2020-11-23,589, +2020-11-24,593, +2020-11-25,610, +2020-11-26,615, +2020-11-27,604, +2020-11-28,617, +2020-11-29,613, +2020-11-30,633, 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+2022-04-19,1365, +2022-04-20,1407, +2022-04-21,1383,"Change in reporting data: We made improvements to how installs, uninstalls, updates, and device activity are counted, including how we count users who have removed install activity for privacy reasons." +2022-04-22,1379, +2022-04-23,1364, +2022-04-24,1391, +2022-04-25,1362, +2022-04-26,1361, +2022-04-27,1356, +2022-04-28,1387, +2022-04-29,1390, +2022-04-30,1400, +2022-05-01,1369, +2022-05-02,1376, +2022-05-03,1389, +2022-05-04,1368, +2022-05-05,1386, +2022-05-06,1393, +2022-05-07,1395, +2022-05-08,1374, +2022-05-09,1385, +2022-05-10,1384, +2022-05-11,1392, +2022-05-12,1404, +2022-05-13,1405, +2022-05-14,1381, +2022-05-15,1381, +2022-05-16,1398, +2022-05-17,1404, +2022-05-18,1398, +2022-05-19,1402, +2022-05-20,1390, +2022-05-21,1405, +2022-05-22,1394, +2022-05-23,1395, +2022-05-24,1395, +2022-05-25,1382, +2022-05-26,1388, +2022-05-27,1377, +2022-05-28,1383, +2022-05-29,1368, +2022-05-30,1378, +2022-05-31,1388, +2022-06-01,1396, 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Rollout of release: Started rollout of 0.12.0 at 100%. +2023-09-27,1528, +2023-09-28,1529, +2023-09-29,1530, +2023-09-30,1545, +2023-10-01,1549, +2023-10-02,1527, +2023-10-03,1536, +2023-10-04,1533, +2023-10-05,1525, +2023-10-06,1532, +2023-10-07,1527, +2023-10-08,1513,Rollout of release: Started rollout of 0.12.1b3 at 10%. +2023-10-09,1525, +2023-10-10,1530, +2023-10-11,1524, +2023-10-12,1535, +2023-10-13,1559,Rollout of release: Halted rollout of 0.12.1b3. Rollout of release: Started rollout of 32 (0.12.1b4) at 100%. Rollout of release: Started rollout of 0.12.1b5 at 100%. 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