Files
Daniel Miessler 7fa0ed1c77 feat: Add interactive D3.js wastewater dashboard for Nov 2025 data
- Updated wastewater surveillance data (334,229 samples)
- Added interactive dashboard visualizing COVID-19, Flu, and RSV trends
- 12-month trend analysis (Nov 2024 - Nov 2025)
- Current status: COVID 21.7k (↓38.5%), Flu 2.6k (↓11.2%), RSV 3.3k (↑30.5%)
- Overall risk assessment: LOW across all pathogens
- Dashboard features: D3.js charts, hover tooltips, responsive design

🤖 Generated with Claude Code

Co-Authored-By: Claude <noreply@anthropic.com>
2025-11-21 16:00:13 -08:00

4.3 KiB

Dataset Update Log

This file tracks all updates to the Bay Area COVID-19 Wastewater Surveillance dataset.

Update Format

Each entry should include:

  • Date: When the update was made
  • Data Period: Which time period the new data covers
  • Source: URL or reference to the data source
  • Changes: What was added, modified, or corrected
  • Latest Value: Most recent data point added

2025-10-07 - Initial Dataset Creation

Data Period: 2022-07-09 to 2025-08-02 Source: CDPH California Wastewater Surveillance URL: https://data.chhs.ca.gov/dataset/1184f641-313f-47ee-b126-9e8c42699be5/resource/726752d3-afe6-4733-99bd-ffb9f400348c/download/wastewater.csv

Changes

  • Created initial dataset with 161 weekly data points
  • Downloaded raw California statewide wastewater data from CDPH
  • Processed data:
    • Converted dates from MM/DD/YYYY to ISO 8601 format (YYYY-MM-DD)
    • Rounded viral concentration values to 2 decimal places
    • Added data_source and region columns for clarity
    • Added notes column specifying units (Log10 viral gene copies/mL)

Latest Value

  • Week Ending: 2025-08-02
  • SARS-CoV-2: 5.60 log10 copies/mL
  • Trend: Elevated, increasing from summer lows
  • Status: HIGH wastewater activity in California

Coverage

  • Start Date: 2022-07-09 (earliest available data)
  • End Date: 2025-08-02 (most recent data)
  • Total Records: 161 weekly measurements
  • Completeness: 100% (no gaps)

Files Created

  • COVID-Wastewater-California-Statewide-2022-2025.csv (main dataset)
  • COVID-Wastewater-SF-Bay-Area-2023-2025.md (metadata documentation)
  • README.md (dataset documentation)
  • UPDATES.md (this file)

Data Quality Notes

  • All 161 weeks have complete data
  • No missing values or gaps in time series
  • Data validates against CDC NWSS for consistency
  • Peak value: 18.97 log10 (2022-07-09, early Omicron period)
  • Low value: 1.60 log10 (2025-03-15, spring trough)

2025-10-14 - Automated Data Update

Data Period: 2022-07-09 to 2022-07-09 Source: CDPH California Wastewater Surveillance URL: https://data.chhs.ca.gov/dataset/1184f641-313f-47ee-b126-9e8c42699be5/resource/726752d3-afe6-4733-99bd-ffb9f400348c/download/wastewater.csv

Changes

  • Updated dataset with latest wastewater measurements
  • Total records: 161

Latest Value

  • Week Ending: Jul 8, 2022
  • SARS-CoV-2: 18.97 log10 copies/mL

2025-11-12 - Automated Data Update

Data Period: 2022-07-09 to 2022-07-09 Source: CDPH California Wastewater Surveillance URL: https://data.chhs.ca.gov/dataset/1184f641-313f-47ee-b126-9e8c42699be5/resource/726752d3-afe6-4733-99bd-ffb9f400348c/download/wastewater.csv

Changes

  • Updated dataset with latest wastewater measurements
  • Total records: 161

Latest Value

  • Week Ending: Jul 8, 2022
  • SARS-CoV-2: 18.97 log10 copies/mL

2025-11-21 - Multi-Pathogen Surveillance Update + Interactive Dashboard

Data Period: Nov 2024 to Nov 2025 (12-month rolling window) Source: CDPH California Wastewater Surveillance via CHHS Open Data Portal URL: https://data.chhs.ca.gov/dataset/wastewater-surveillance-data-california

Changes

  • Updated California-Wastewater-Surveillance-Latest.csv with 334,229 total samples
  • Added multi-pathogen tracking: COVID-19, Influenza A, RSV, Mpox, Norovirus
  • Created interactive D3.js dashboard for data visualization
  • Added 12-month trend analysis with monthly averages

Latest Values (November 2025)

  • COVID-19: 21.7k copies/g (⬇️ 38.5% vs Oct) - LOW RISK
  • Influenza A: 2.6k copies/g (⬇️ 11.2% vs Oct)
  • RSV: 3.3k copies/g (⬆️ 30.5% vs Oct)

Trend Highlights

  • COVID summer 2025 surge (Aug peak: 213.5k) has resolved
  • Influenza seasonal decline from Jan 2025 peak (92.3k)
  • RSV beginning seasonal uptick entering winter
  • Overall risk assessment: LOW across all pathogens

Files Added

  • dashboard.html (interactive D3.js visualization)
  • California-Wastewater-Surveillance-Latest.csv (updated)

Coverage

  • Total Samples: 334,229 wastewater measurements
  • Pathogens: SARS-CoV-2, Influenza A & B, RSV, Mpox, Norovirus
  • Geographic Coverage: All California wastewater treatment plants
  • Update Frequency: Daily from CDPH

Future Updates

New updates will be added above this line in reverse chronological order (newest first).