Analysis of Covid19 Data
The app.jackprior.org app now allows you to select more than one state/country for its plots.
On NPR “Up First” podcast this morning, Jason Beaubien noted that “there are some trends emerging in the types of governments best able to respond to this. If you look at the countries having the toughest time they have some similarities.”
Continue reading “Leadership, Culture, and Success Bending the Curve”Newton has 710 cases and is forecast to have another 20 to 730. It has 105 deaths and is forecast to have another 25 to 130. The new totals do not reflect a surge in cases but instead reflect cases with initial symptoms several weeks back with delayed reporting.
On a per-capita basis (assuming an approximate population of 85,000), Newton has had 1235 deaths per million residents. That ranks higher than all other countries and US states and ahead of NJ and NY.
Continue reading “Newton May 20th Update”Newton Covid-19 data is now incorporated in app.jackprior.org. The forecast shows Newton largely through its infection period, with cases potentially starting to average under 1 new case per day 10 days from now. Newton has had 675 cases and is forecast to have another 25. Newton has been steadily slowing its case growth by 9%/day, which is quite fast compared with Massachusetts as a whole, which has been steadily dropping at -5.9%/day.
Continue reading “Newton May 13th Update”Back on April 11th, when the reported hospital admission total was ~2000, the forecast for May 4th was a total of 5800 admissions by May 4th with a peak on April 15th. On April 11th there was a 1-time ~1000 admission increase in reported cases are more hospital data was incorporated into the total. The reported total on May 4th was 6622, so within 200 admissions of the forecasts adjusting for the step change in reporting.
Using a forecasting data window of April 22th to May 4th , the forecast currently points to a June 1st total of ~8600 cummulative admissions by June 1st.
Continue reading “Updated MA Hospital Admission Forecast”App.JackPrior.Org now has the ability to adjust the time window of social distancing used in forecasting.
For any particular country you want to use the “Growth Rate” button to view the rate at which the daily growth rate is dropping and choose the window that best represents the country’s current social distancing practices for use in forecasting future behavior.
Looking at China’s case growth rate, their steep decline occurred between February 6th and March 14th and where their case growth rate dropped at a rate of 17.5% / day from 20% to 0. 003% in ~37 days.
Continue reading “Contrasting China and US Social Distancing Impact on Flattening the Curve”Massachusetts has nearly twice the number of total deaths per total hospitalizations than the next closest states on this metric. Daily Deaths and Hospitalizations are nearly equal in MA while in the remainder of the country hospitalizations tend to fall clearly above the rate of new deaths. Some hypotheses as to why this could be the case include treatment of nursing home patients outside of hospital settings or more deaths at home than in other states. See article from the globe on the slow drop in hospitalizations for MA.
Continue reading “Covid-19 Hospitalization Patterns By State”The key insight that enables the http://app.jackprior.org forecasting tool is the observation that each state or country has a characteristic rate at which it is flattening the curve.
Continue reading “What is the Social Distance Model Window?”4/28 Update:
With a few more recent data points and corrections compensating for the data gap in the Covidtracking.com feed the forecasted death curve has flattened considerably and does not show the crossover forecasted a few days ago.
Read moREIn order to make it easier for folks to explore data of interest up to the minute I set up a web page that allows you to interactively explore Covid-19 from various states in the US.
