👉15 Sep: India reported 50 lakh+ #COVID19 cases & 82091 deaths
👉Read this detailed thread for important trends national, state & district level that matters
👉10 lakh new cases & 12456 deaths were added in the past 11 days
👉The next 10 lakh cases expected in ~10 days!
(1/n)
👉Cases growing at the rate of 2%
👉7-day avg. daily new cases shows a minor decline
👉Daily active cases falling (growth 1.5%)
👉Tests growing at 1.98% & 50% tests are Rapid antigen
👉Daily tests averaged 10.9L past 7 days
👉Daily deaths ~1150 level (2/n)
👉Growth of tests keeping at or below that of cases which means tests aren't adequate
👉Avg. daily TPR 8.5% despite using ~50% rapid antigen tests
👉Clearly, this means a lot of undetected cases out there
👉Most states don't report test results by test types
(3/n)
👉Chattisgarh has highest growth 5.1%
👉Only about 5 states got TPR<5% now
👉MH doing abysmally low levels of testing despite contributing to more than a 5th of India's cases. Its TPR at 25%, i.e, every 4th tests is finding a new case!
(4/n)
👉Mortality rate at 1.64% & 61 deaths per million population
👉Substantial variation across states
👉#Maharashtra alone contributes 37% of India's #COVID19 deaths
(5/n)
👉Trends in mortality rates for both closed cases (recovered+deceased) and total cases
👉Both these rates are suppose to converge by the end of pandemic
👉High variations in these rates are apparent in most states
(6/n)
👉The daily reported numbers from y'day across states
👉40% of reported deaths came from MH alone!
👉Puducherry, Delhi, & Chandigarh were among states with highest tests per million per day y'day
👉India did 825 tests per million y'day
(7/n)
👉Trends in daily new cases across states.
👉MH showing its 7-day avg. new cases declining (huge caveat is very low # of tests)
👉Delhi's 7-day avg. is now higher than its earlier peak (8/n)
👉Trends in daily test per million per day & test +ve rate across states with at least 20K reported cases
👉This chart is extremely useful to know if states are doing adequate tests
👉Those keeping daily TPM steady or decreasing despite increasing TPR are doing terribly bad
(9/n)
👉Top 50 districts in India in terms of total cases
👉53% of cases & 65% of deaths now come from these districts
👉The share of top 50 states in both cases & deaths have declined steadily indicative the wider spread of the virus
(10/n)
👉The total cases in India are following this projected trajectory
👉Expecting the next 1 million new cases in the next 10 days accordingly
👉India will be #1 for total reported #COVID19 cases in the world by October 1st week (n/n)
The schools in my area remain closed today because the Chief Minister of my state is traveling on a custom-modified BharatBenz luxury coach with many of his ministers for a public outreach program that purportedly aims to highlight the government's achievements to the public. 1/4
For the past few days, I've been hearing announcements through loudspeakers mounted on moving vehicles about this grand bus tour with a cavalcade through our areas. Schools in respective areas will remain closed as it passes through all 140 assembly constituencies of Kerala.
2/4
While the opposition @INCKerala has been largely silent & content with trolling via social media, the court has emerged as a saving grace, commendably compelling the government to rescind many of its excessively absurd directives aimed at enhancing its outreach. 3/4
"Where Mahalanobis and India led, the rest of the world has followed, so that today, most countries have a recent household income or expenditure survey. Most countries can only envy India in its statistical capacity" Wrote Prof. Angus Deaton, a Nobel laureate in economics.
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He was writing about India's National Sample Survey, established in 1950. Hindustan Times newspaper in 1953 hailed it as "the biggest and most comprehensive sampling inquiry ever undertaken in any country in the world".
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Economists TN Srinivasan, Rohini Somanathan, Pranab Bardhan and another Nobel-winner Abhijit Banerjee have since argued that there is "no other instance of an entirely homegrown institution in a developing country becoming a world leader in a large field of general interest".
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*⃣Thread on #COVID19 deaths*⃣
Officially reported C19 deaths in India crossed half a million (500087) although many studies estimate the true number to be between 3-4 million.
This chart shows % share of reported deaths & compares it with the % adult population in each state. 1/
Some states stand out on this chart: #Kerala with only 2.84% of adults has reported 11.3% of all deaths. #Maharashtra with 9.7% adults reported 28.6% of deaths. #Uttarpradesh with 15.7% of adults reported only 4.7% of deaths. #Bihar w/ 7.8% adults reported just 2.5% of deaths.
2/
#Gujarat with 5.2% adults reported only 2.1% deaths. #Rajasthan with 5.5% adults reported just 1.9% of deaths. #Telangana with 3% adults reported only 0.8% deaths.
3/
All the focus is on #Kerala's #COVID19 cases as it contributed ~68% of new cases in India y'day.
Politically, it's become a major tool of attack against the state & its government.
This thread tries to make some sense of the COVID19 numbers from Kerala.
1/
Many are asking why Kerala is reporting so many cases while the rest of India seems to have flattened it.
Yet, I'm actually surprised why Kerala is reporting only so many cases when it should be actually reporting 40K+ daily cases already.
2/
The current rise in cases was inevitable with the somewhat irrational lockdown relaxations & increased mobility that is visible over the past several weeks. It is only the reduced testing that is still holding the reported cases well below 40K.
This thread on why #Kerala’s #COVID19 numbers still not falling & my subsequent tweet on ICMR 4th serosurvey has exponentially increased the level of troll activity on my TL
I love data & let me dispel more misconceptions with data so the trolls can keep earning their bread. 1/
First of all, I feel pity for these trolls wasting their time on a state whose healthcare infra has never collapsed at any time during this pandemic.
Here's the current usage of health infra in Kerala. Don't you worry, the state will sail through even at 40K daily cases. 2/
One major argument against my original thread was that I used an old ICMR serosurvey. Yes, because a new one was not yet available. When it became available, it didn't change a thing. See the article I wrote deriving same conclusions using 4th survey. 3/ science.thewire.in/health/why-is-…