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volvolugnut
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Re: Coronavirus Thread

Post by volvolugnut »

volvolugnut wrote: 06 Jun 2021, 15:20 More statistics on US states and COVID-19 growth rates. My raw information is from Worldometer. Any errors or misrepresentations are my own.


To give some context to these changes, I have calculated the average growth rate for each week back to April. The growth rate is calculated as the number of new cases each day divided by the number of active cases for the previous day. There is a typical weekly pattern of rising cases each week and falling case numbers on the weekends. I have calculated the 7 day average of the growth rate for Saturday to Friday of each week.

Using the 7 day growth rate, a calculation can be made of the number of days for the new cases to double. This calculation uses (1+Growth Rate) to the exponential of 1/X and solved for when this equation equals 2 (doubling of new cases). Variable X is the number of days to double the new cases count. I have made this calculation using 14 day and 21 day growth rate averages as well.

A graph using the average for 7, 14, and 21 days and showing the days to double new case counts for April to middle of November is below. Another graph shows the 7 day average new virus cases counts for the same period.

Inspection of the graphs show that when the line for days to double becomes flat, there may soon be a decline or increase to the count of new cases. This has happened three times since April. When the slope of the line for doubling is steep, either going up or down, there is unlikely to be a change soon in the growth or decline in new cases.

The current lines for case doubling now shows some indication of going flat soon. I expect we will see the number of new virus cases continue to increase, but we may have a change of direction starting. Perhaps the changing recommendations for controlling the virus are beginning to have an impact.

There was an error in my original logic posted on November 14. During the upward slope periods of the Days to Double graph, the actual number of daily cases are declining. I reconsidered how to resolve this contradiction in logic.

I have added a new graph with a calculation of the slope of the new case numbers (current case count minus past case count divided by the number of days). The slope of a curve is the rate of change of the plotted line. If we were plotting velocity, the slope would be the acceleration. The slope is a better representation of the virus growth because the slope goes negative when the trend in cases starts going down.

volvolugnut
I have updated the graphs for the latest week (June 6 to June 12 ). The New Case Slope graph shows an increase in the past week and stayed below zero for the eighth week since the end of March 2021. Days to Double graph has continued an increase for 14 day, and 21 day lines in the past week. It has been flat on the 7 day line for the last week. This week the new case count continued to drop below the levels for the middle of March 2021. New case counts continue to drop, but this last week the drop was only slight from the previous week.

Stay safe out there.

volvolugnut
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Days tp Double 061221.JPG
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Post by volvolugnut »

volvolugnut wrote: 13 Jun 2021, 12:46 More statistics on US states and COVID-19 growth rates. My raw information is from Worldometer. Any errors or misrepresentations are my own.

These tables show all available US states and territories and the COVID-19 data for the last 5 days. I have sorted the states alphabetically and added growth rates for last several days for all states with ranking of each day. Of course, this information changes daily. I have presented the table in two parts because of the screen shot, but it is actually one table in Excel.

Again, results change daily.
State growth rates for June 13, 2020. All information is based on reported information and actual results may be different.

For your information, the top 5 states or territories yesterday in growth rate (the worst containment) are: Minnesota (0.087) with 603,760 cases, South Dakota (0.059) with 124,356 cases, Arkansas (0.042) with 343,964 cases, Utah (0.036) with 409,558 cases, and Arizona (0.025) with 886,752 cases. Minnesota has been in top 5 list for 219 of last 312 days. Arkansas has been in top 5 list for 136 of last 295 days. Utah has been in top 5 list for 4 of last 9 days.

Alabama, Hawaii, Louisiana, Maine, Nebraska, and Wisconsin did not report active cases. Several states have stopped posting new case and new death numbers. I will back calculate where possible.

A column on the right shows the current growth rate divided by the 5 day moving average. Red highlight states were over 2.0 yesterday. Yellow highlight states were over 1.5 yesterday. This is an early warning of higher growth rate in states. Many of these states did not report the last several days day making this measure more variable for those states.

My calculated growth rate for USA is 0.000993 for yesterday, down from previous day of 0.00176. This is not population or case number weighted. Yesterday, 31 states did not report.

For the last 16 days the growth rate for the US has been below 0.004. This relates to a doubling of new cases in over 175 days. We have not had growth rates this low since the pandemic started.

Daily active case counts have a notable decline over the last couple months. The number of active cases have dropped about 41% since the peak. This decrease in active case numbers had not been seen since I started recording information in February 2020.

volvolugnut
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Post by volvolugnut »

volvolugnut wrote: 14 Jun 2021, 11:55 More statistics on US states and COVID-19 growth rates. My raw information is from Worldometer. Any errors or misrepresentations are my own.

These tables show all available US states and territories and the COVID-19 data for the last 5 days. I have sorted the states alphabetically and added growth rates for last several days for all states with ranking of each day. Of course, this information changes daily. I have presented the table in two parts because of the screen shot, but it is actually one table in Excel.

Again, results change daily.
State growth rates for June 14, 2020. All information is based on reported information and actual results may be different.

For your information, the top 5 states or territories yesterday in growth rate (the worst containment) are: Wyoming (0.225) with 61,234 cases, New Hampshire (0.222) with 99,143 cases, Montana (0.142) with 112,850 cases, US Virgin Islands (0.132) with 3717 cases, and Guam (0.119) with 8244 cases. Wyoming has been in top 5 list for 137 of last 267 days. New Hampshire has been in top 5 list for 215 of last 346 days. Montana has been in top 5 list for 84 of last 165 days. Guam has been in top 5 list for 29 of last 73 days.

Alabama, Hawaii, Louisiana, Maine, Nebraska, and Wisconsin did not report active cases. Several states have stopped posting new case and new death numbers. I will back calculate where possible.

A column on the right shows the current growth rate divided by the 5 day moving average. Red highlight states were over 2.0 yesterday. Yellow highlight states were over 1.5 yesterday. This is an early warning of higher growth rate in states. Many of these states did not report the last several days day making this measure more variable for those states.

My calculated growth rate for USA is 0.00189 for yesterday, up from previous day of 0.000993. This is not population or case number weighted. Yesterday, 3 states did not report.

For the last 17 days the growth rate for the US has been below 0.004. This relates to a doubling of new cases in over 175 days. We have not had growth rates this low since the pandemic started.

Daily active case counts have a notable decline over the last couple months. The number of active cases have dropped about 41% since the peak. This decrease in active case numbers had not been seen since I started recording information in February 2020.

volvolugnut
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Post by volvolugnut »

volvolugnut wrote: 15 Jun 2021, 11:42 More statistics on US states and COVID-19 growth rates. My raw information is from Worldometer. Any errors or misrepresentations are my own.

These tables show all available US states and territories and the COVID-19 data for the last 5 days. I have sorted the states alphabetically and added growth rates for last several days for all states with ranking of each day. Of course, this information changes daily. I have presented the table in two parts because of the screen shot, but it is actually one table in Excel.

Again, results change daily.
State growth rates for June 15, 2020. All information is based on reported information and actual results may be different.

For your information, the top 5 states or territories yesterday in growth rate (the worst containment) are: Montana (0.171) with 112,949 cases, Guam (0.167) with 8251 cases, Wyoming (0.158) with 61,303 cases, Arkansas (0.144) with 344,369 cases, and New Hampshire (0.125) with 99,178 cases. Montana has been in top 5 list for 85 of last 166 days. Guam has been in top 5 list for 30 of last 74 days. Wyoming has been in top 5 list for 138 of last 268 days. Arkansas has been in top 5 list for 137 of last 297 days. New Hampshire has been in top 5 list for 216 of last 347 days.

Alabama, Hawaii, Louisiana, Maine, Nebraska, and Wisconsin did not report active cases. Several states have stopped posting new case and new death numbers. I will back calculate where possible.

A column on the right shows the current growth rate divided by the 5 day moving average. Red highlight states were over 2.0 yesterday. Yellow highlight states were over 1.5 yesterday. This is an early warning of higher growth rate in states. Many of these states did not report the last several days day making this measure more variable for those states.

My calculated growth rate for USA is 0.00238 for yesterday, up from previous day of 0.00189. This is not population or case number weighted. Yesterday, 3 states did not report.

For the last 18 days the growth rate for the US has been below 0.004. This relates to a doubling of new cases in over 175 days. We have not had growth rates this low since the pandemic started.

Daily active case counts have a notable decline over the last couple months. The number of active cases have dropped about 41% since the peak. This decrease in active case numbers had not been seen since I started recording information in February 2020.

volvolugnut
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Post by volvolugnut »

volvolugnut wrote: 16 Jun 2021, 12:26 More statistics on US states and COVID-19 growth rates. My raw information is from Worldometer. Any errors or misrepresentations are my own.

These tables show all available US states and territories and the COVID-19 data for the last 5 days. I have sorted the states alphabetically and added growth rates for last several days for all states with ranking of each day. Of course, this information changes daily. I have presented the table in two parts because of the screen shot, but it is actually one table in Excel.

Again, results change daily.
State growth rates for June 16, 2020. All information is based on reported information and actual results may be different.

For your information, the top 5 states or territories yesterday in growth rate (the worst containment) are: US Virgin Islands (0.220) with 3747 cases, Guam (0.204) with 8261 cases, Oklahoma (0.188) with 455,145 cases, Montana (0.136) with 113,021 cases, and Arkansas (0.130) with 344,657 cases. US Virgin Islands has been in top 5 list for 24 of last 55 days. Guam has been in top 5 list for 31 of last 75 days. Oklahoma has been in top 5 list for 8 of last 28 days. Montana has been in top 5 list for 86 of last 167 days. Arkansas has been in top 5 list for 138 of last 298 days.

Alabama, Hawaii, Louisiana, Maine, Nebraska, and Wisconsin did not report active cases. Several states have stopped posting new case and new death numbers. I will back calculate where possible.

A column on the right shows the current growth rate divided by the 5 day moving average. Red highlight states were over 2.0 yesterday. Yellow highlight states were over 1.5 yesterday. This is an early warning of higher growth rate in states. Many of these states did not report the last several days day making this measure more variable for those states.

My calculated growth rate for USA is 0.00273 for yesterday, up from previous day of 0.00238. This is not population or case number weighted. Yesterday, 1 state did not report.

For the last 19 days the growth rate for the US has been below 0.004. This relates to a doubling of new cases in over 175 days. We have not had growth rates this low since the pandemic started.

Daily active case counts have a notable decline over the last couple months. The number of active cases have dropped about 41% since the peak. This decrease in active case numbers had not been seen since I started recording information in February 2020.

volvolugnut
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Post by volvolugnut »

volvolugnut wrote: 17 Jun 2021, 07:50 More statistics on US states and COVID-19 growth rates. My raw information is from Worldometer. Any errors or misrepresentations are my own.

These tables show all available US states and territories and the COVID-19 data for the last 5 days. I have sorted the states alphabetically and added growth rates for last several days for all states with ranking of each day. Of course, this information changes daily. I have presented the table in two parts because of the screen shot, but it is actually one table in Excel.

Again, results change daily.
State growth rates for June 17, 2020. All information is based on reported information and actual results may be different.

For your information, the top 5 states or territories yesterday in growth rate (the worst containment) are: Oklahoma (0.175) with 455,354 cases, Montana (0.138) with 113,092 cases, Wyoming (0.137) with 61,425 cases, Arkansas (0.124) with 344,945 cases, and Minnesota (0.123) with 604,184 cases. Oklahoma has been in top 5 list for 9 of last 29 days. Montana has been in top 5 list for 87 of last 168 days. Wyoming has been in top 5 list for 139 of last 270 days. Arkansas has been in top 5 list for 139 of last 299 days. Minnesota has been in top 5 list for 220 of last 316 days.

Alabama, Hawaii, Louisiana, Maine, Nebraska, and Wisconsin did not report active cases. Several states have stopped posting new case and new death numbers. I will back calculate where possible.

A column on the right shows the current growth rate divided by the 5 day moving average. Red highlight states were over 2.0 yesterday. Yellow highlight states were over 1.5 yesterday. This is an early warning of higher growth rate in states. Many of these states did not report the last several days day making this measure more variable for those states.

My calculated growth rate for USA is 0.00219 for yesterday, down from previous day of 0.00273. This is not population or case number weighted. Yesterday, 6 states did not report.

For the last 20 days the growth rate for the US has been below 0.004. This relates to a doubling of new cases in over 175 days. We have not had growth rates this low since the pandemic started.

Daily active case counts have a notable decline over the last couple months. The number of active cases have dropped about 41% since the peak. This decrease in active case numbers had not been seen since I started recording information in February 2020.

volvolugnut
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Mercedes: 2001 E320, 1973 280, 1974 280C, 1989 300E, 1988 300TE, 1979 300TD, parts cars.
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Post by volvolugnut »

volvolugnut wrote: 18 Jun 2021, 12:30 More statistics on US states and COVID-19 growth rates. My raw information is from Worldometer. Any errors or misrepresentations are my own.

These tables show all available US states and territories and the COVID-19 data for the last 5 days. I have sorted the states alphabetically and added growth rates for last several days for all states with ranking of each day. Of course, this information changes daily. I have presented the table in two parts because of the screen shot, but it is actually one table in Excel.

Again, results change daily.
State growth rates for June 18, 2020. All information is based on reported information and actual results may be different.

For your information, the top 5 states or territories yesterday in growth rate (the worst containment) are: Montana (0.145) with 113,167 cases, Wyoming (0.144) with 61,490 cases, Oklahoma (0.141) with 455,535 cases, US Virgin Islands (0.130) with 3764 cases, and Arkansas (0.115) with 345,211 cases. Montana has been in top 5 list for 88 of last 169 days. Wyoming has been in top 5 list for 140 of last 271 days. Oklahoma has been in top 5 list for 10 of last 30 days. US Virgin Islands has been in top 5 list for 25 of last 57 days. Arkansas has been in top 5 list for 140 of last 300 days.

Alabama, Hawaii, Louisiana, Maine, Nebraska, and Wisconsin did not report active cases. Several states have stopped posting new case and new death numbers. I will back calculate where possible.

A column on the right shows the current growth rate divided by the 5 day moving average. Red highlight states were over 2.0 yesterday. Yellow highlight states were over 1.5 yesterday. This is an early warning of higher growth rate in states. Many of these states did not report the last several days day making this measure more variable for those states.

My calculated growth rate for USA is 0.00262 for yesterday, up from previous day of 0.00219. This is not population or case number weighted. Yesterday, 4 states did not report.

For the last 21 days the growth rate for the US has been below 0.004. This relates to a doubling of new cases in over 175 days. We have not had growth rates this low since the pandemic started.

Daily active case counts have a notable decline over the last couple months. The number of active cases have dropped about 41% since the peak. This decrease in active case numbers had not been seen since I started recording information in February 2020.

volvolugnut
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State Growth 061821 A.JPG (264.07 KiB) Viewed 725 times
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Mercedes: 2001 E320, 1973 280, 1974 280C, 1989 300E, 1988 300TE, 1979 300TD, parts cars.
2009 Smart Passion
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Post by volvolugnut »

volvolugnut wrote: 19 Jun 2021, 12:24 More statistics on US states and COVID-19 growth rates. My raw information is from Worldometer. Any errors or misrepresentations are my own.

These tables show all available US states and territories and the COVID-19 data for the last 5 days. I have sorted the states alphabetically and added growth rates for last several days for all states with ranking of each day. Of course, this information changes daily. I have presented the table in two parts because of the screen shot, but it is actually one table in Excel.

Again, results change daily.
State growth rates for June 19, 2020. All information is based on reported information and actual results may be different.

For your information, the top 5 states or territories yesterday in growth rate (the worst containment) are: Minnesota (0.105) with 604,406 cases, Arkansas (0.101) with 345,472 cases, North Dakota (0.060) with 110,559 cases, Utah (0.051) with 411,361 cases, and Arizona (0.050) with 889,342 cases. Minnesota has been in top 5 list for 221 of last 318 days. Arkansas has been in top 5 list for 141 of last 301 days. North Dakota has been in top 5 list for 225 of last 318 days. Utah has been in top 5 list for 5 of last 15 days.

Alabama, Hawaii, Louisiana, Maine, Nebraska, and Wisconsin did not report active cases. Several states have stopped posting new case and new death numbers. I will back calculate where possible.

A column on the right shows the current growth rate divided by the 5 day moving average. Red highlight states were over 2.0 yesterday. Yellow highlight states were over 1.5 yesterday. This is an early warning of higher growth rate in states. Many of these states did not report the last several days day making this measure more variable for those states.

My calculated growth rate for USA is 0.00153 for yesterday, down from previous day of 0.00262. This is not population or case number weighted. Yesterday, 31 states did not report.

For the last 22 days the growth rate for the US has been below 0.004. This relates to a doubling of new cases in over 175 days. We have not had growth rates this low since the pandemic started.

Daily active case counts have a notable decline over the last couple months. The number of active cases have dropped about 41% since the peak. This decrease in active case numbers had not been seen since I started recording information in February 2020.

volvolugnut
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State Growth 061921 A.JPG (256.53 KiB) Viewed 713 times
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Mercedes: 2001 E320, 1973 280, 1974 280C, 1989 300E, 1988 300TE, 1979 300TD, parts cars.
2009 Smart Passion
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Post by volvolugnut »

volvolugnut wrote: 13 Jun 2021, 13:43 More statistics on US states and COVID-19 growth rates. My raw information is from Worldometer. Any errors or misrepresentations are my own.


To give some context to these changes, I have calculated the average growth rate for each week back to April. The growth rate is calculated as the number of new cases each day divided by the number of active cases for the previous day. There is a typical weekly pattern of rising cases each week and falling case numbers on the weekends. I have calculated the 7 day average of the growth rate for Saturday to Friday of each week.

Using the 7 day growth rate, a calculation can be made of the number of days for the new cases to double. This calculation uses (1+Growth Rate) to the exponential of 1/X and solved for when this equation equals 2 (doubling of new cases). Variable X is the number of days to double the new cases count. I have made this calculation using 14 day and 21 day growth rate averages as well.

A graph using the average for 7, 14, and 21 days and showing the days to double new case counts for April to middle of November is below. Another graph shows the 7 day average new virus cases counts for the same period.

Inspection of the graphs show that when the line for days to double becomes flat, there may soon be a decline or increase to the count of new cases. This has happened three times since April. When the slope of the line for doubling is steep, either going up or down, there is unlikely to be a change soon in the growth or decline in new cases.

The current lines for case doubling now shows some indication of going flat soon. I expect we will see the number of new virus cases continue to increase, but we may have a change of direction starting. Perhaps the changing recommendations for controlling the virus are beginning to have an impact.

There was an error in my original logic posted on November 14. During the upward slope periods of the Days to Double graph, the actual number of daily cases are declining. I reconsidered how to resolve this contradiction in logic.

I have added a new graph with a calculation of the slope of the new case numbers (current case count minus past case count divided by the number of days). The slope of a curve is the rate of change of the plotted line. If we were plotting velocity, the slope would be the acceleration. The slope is a better representation of the virus growth because the slope goes negative when the trend in cases starts going down.

volvolugnut
I have updated the graphs for the latest week (June 13 to June 19 ). The New Case Slope graph shows an increase in the past week and stayed below zero for the ninth week since the end of March 2021. Days to Double graph had an increase for 7 day, 14 day, and 21 day lines in the past week. It has been flat on the 7 day line for the previous week. This week the new case count continued to drop below the levels for the middle of March 2021.

Stay safe out there.

volvolugnut
Attachments
Days to Double 061921.JPG
Days to Double 061921.JPG (64.98 KiB) Viewed 709 times
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New Case Slope 061921.JPG (51.99 KiB) Viewed 709 times
The Fleet:
Volvo: 2001 V70 T5, 1986 244DL, 1983 245DL, 1975 245DL, 1959 PV544, multiple Volvo parts cars.
Mercedes: 2001 E320, 1973 280, 1974 280C, 1989 300E, 1988 300TE, 1979 300TD, parts cars.
2009 Smart Passion
Ford: 1977 F350, 1964 F150 (2), 1938 Tudor Sedan
Farmall tractors: 1956 400 Diesel, 1946 A
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Post by volvolugnut »

volvolugnut wrote: 20 Jun 2021, 11:44 More statistics on US states and COVID-19 growth rates. My raw information is from Worldometer. Any errors or misrepresentations are my own.

These tables show all available US states and territories and the COVID-19 data for the last 5 days. I have sorted the states alphabetically and added growth rates for last several days for all states with ranking of each day. Of course, this information changes daily. I have presented the table in two parts because of the screen shot, but it is actually one table in Excel.

Again, results change daily.
State growth rates for June 20, 2020. All information is based on reported information and actual results may be different.

For your information, the top 5 states or territories yesterday in growth rate (the worst containment) are: Minnesota (0.101) with 604,509 cases, Arkansas (0.052) with 345,605 cases, Utah (0.043) with 411,610 cases, North Dakota (0.033) with 110,567 cases, and Arizona (0.030) with 889,727 cases. Minnesota has been in top 5 list for 222 of last 319 days. Arkansas has been in top 5 list for 142 of last 302 days. Utah has been in top 5 list for 6 of last 16 days. North Dakota has been in top 5 list for 226 of last 319 days.

Alabama, Hawaii, Louisiana, Maine, Nebraska, and Wisconsin did not report active cases. Several states have stopped posting new case and new death numbers. I will back calculate where possible.

A column on the right shows the current growth rate divided by the 5 day moving average. Red highlight states were over 2.0 yesterday. Yellow highlight states were over 1.5 yesterday. This is an early warning of higher growth rate in states. Many of these states did not report the last several days day making this measure more variable for those states.

My calculated growth rate for USA is 0.000869 for yesterday, down from previous day of 0.00153. This is not population or case number weighted. Yesterday, 36 states did not report. Yesterday's growth rate of 0.000869 is the lowest I have ever recorded. The previous low was 0.000936 on May 31, 2021. Note that not all states reported.

For the last 23 days the growth rate for the US has been below 0.004. This relates to a doubling of new cases in over 175 days. We have not had growth rates this low since the pandemic started.

Daily active case counts have a notable decline over the last couple months. The number of active cases have dropped about 41% since the peak. This decrease in active case numbers had not been seen since I started recording information in February 2020.

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Attachments
State Growth 062021 B.JPG
State Growth 062021 B.JPG (230.8 KiB) Viewed 700 times
State Growth 062021 A.JPG
State Growth 062021 A.JPG (257.21 KiB) Viewed 700 times
The Fleet:
Volvo: 2001 V70 T5, 1986 244DL, 1983 245DL, 1975 245DL, 1959 PV544, multiple Volvo parts cars.
Mercedes: 2001 E320, 1973 280, 1974 280C, 1989 300E, 1988 300TE, 1979 300TD, parts cars.
2009 Smart Passion
Ford: 1977 F350, 1964 F150 (2), 1938 Tudor Sedan
Farmall tractors: 1956 400 Diesel, 1946 A
And others.

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