~/talk

Pandemic Generosity: What Donation and Health Data Can Teach Us

Talkat Data Con LA 2021 · 2021-09-17..09-19· [data-engineering, data-visualization]
speakerdeck:jayroo5245
links:none on file
slides:none on file

Combining public COVID datasets (Johns Hopkins, state dashboards) with 1.7 million+ donor records the presenters model pandemic scenarios and test real giving behavior: a May 5 Giving Tuesday Now event produces a clear one-day surge, online donations and new donors rise (overall donor count +7.6%), ACH giving jumps ~88%, and large one-off gifts play outsized roles — but first-year donor retention ~21% and ongoing donor churn remain the core failure point for sustaining that boost.

AI-written summary · about

  1. 0:00Intro
  2. 0:55Agenda
  3. 1:39Introductions
  4. 4:06Setting the Tone
  5. 5:04Early Pandemic Lessons
  6. 7:43Data Sources
  7. 8:55Health Lessons
  8. 11:04Pandemic Model
  9. 12:12Model View
  10. 16:33Covid vs Generosity
  11. 17:53Takeaways
  12. 19:22Waves of Lessons
  13. 21:04Masks Worked
  14. 22:01Vaccines Worked
  15. 24:30Retained Donors
  16. 25:21Money
  17. 26:35Retention
  18. 27:44Patterning
  19. 29:01Future
  20. 30:39Health Equity
  21. 31:48India vs Israel
  22. 32:22Online Giving
  23. 34:37Washington Giving
  24. 35:22Going Digital
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