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The numbers in Washington state, which has done far more testing per capita than any other US state, are mildly encouraging:

new cases by day per @COVID19Tracking:
3/11: 105
3/12: 70
3/13: 120
3/14: 111
3/15: 74
3/16: 127
3/17: 135
3/18: 108
Also, here are the daily numbers for King County, WA (Seattle), per @KCPubHealth:

3/8: 12
3/9: 33
3/10: 74
3/11: 44*
3/12: 36
3/13: 58
3/14: 60
3/15: 32
3/16: 68
3/17: 30
3/18: 44

* Having trouble tracking down 3/11 so the number is imputed based on the cumulative case count.
The other lesson from Seattle is that⁠—based on e.g. restaurant reservation data⁠—widespread social distancing took place sooner there than elsewhere. So combined with relatively good testing, it's where we might hope to see the curve bending first.
opentable.com/state-of-indus…
Major employers in Seattle were also well ahead of the rest of the country in asking employees to work from home. That both helps with social distancing and serves as a signal to people that it's not business-as-usual. theverge.com/2020/3/5/21166…
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