Suraj Profile picture
23 Oct, 19 tweets, 7 min read
This week’s update will only briefly cover performance - weekly total likely to be ~42 million, same as late Aug/early Sep rate after 1.5 weeks of festival driven slowdown.

The main topic this week is a numerical dive into the 1 billion doses administered performance.

1/
This is of course just the doses administered within India. Total production is approximately 1.25 billion, including supplies sitting with states, exports and wastage.

Covishield exceeds 1 billion doses produced.
Covaxin exceeds European Moderna output, close to US.

2/
Approx 6 billion doses of COVID-19 vaccines have been produced worldwide. 6 entities account for almost all of it: China, India, EU, US, UK and Russia.

India’s peers are lower middle income countries. But it ranks #2 in vaccine output.

3/
Of the 23 vaccine formulations currently approved (covid19.trackvaccines.org/vaccines/appro…), 3 are Indian.

Vaccine design and production incredibly complex. Only 5 entites have designed, trialed and produced at least 100m doses of at least one vaccine:
China
India
EU
US
Russia

4/
Now let’s look at costs. India has administered 1 billion vaccines. Produced 1.25B, total order book 2.375B. Here’s the details:

So, just over Rs.42000 cr ($5.7 billion) in vaccine order spend for 2.375 billion doses, consisting of Rs.35,000 in Budget 2021 + PM CARES.

5/
There was a lot of criticism that orders were late, we were not ambitious like US ‘Op Warp Speed’, or EU ordering 4 billion doses total. As we saw earlier, EU has received <800M doses to date.

Here are US costs: time.com/5921360/operat…

That’s $12 billion initial spend.

6/
Moderna is yet to complete its original order from 16 months ago.
The entire US J&J and AZ production was contaminated, and US J&J consumption was imported from Netherlands.

Emergent, the producer, received $630M in Op Warp Speed.

nytimes.com/2021/05/19/us/…

7/
US: $18B OWS + $8B for 300M more Pfizer = $26 billion for ~500M doses

EU’s >4 billion dose orders are cumulatively worth over $75 billion, with about 1/6th delivered, cost ~$30 billion.

India: 2.3 billion doses for $5.7 billion and received ~1.15B.

Who did better here ?

8/
A note of appreciation for @SerumInstIndia . India administered 1B doses two days ago. They reached 1B doses produced weeks ago, quietly.

This company bet their existence on this pandemic. This is a stirring story worth reading in full:
npr.org/sections/goats…

9/
It reads like a James Bond casino scene. Going all in. But why ? SII is already the greatest contributor to world vaccination efforts this century, accounting for $140B in healthcare cost saving in developing countries:

ncbi.nlm.nih.gov/pmc/articles/P…
(Table 4)

10/
They didn’t need to bet. They were guaranteed windfall business anyway. So why make a bet ? The answer comes from @adarpoonawalla himself in April 2020 - because they had the backing and complete support of the government who sought urgency:



11/
This is one of many such stories during the period when vaccines were being developed. I cannot do justice to them all.

Fundamentally, one billion doses done is a story of India demonstrating the effective exercise of state power, or Comprehensive National Power.

12/
We have a per capita income of $2500 / $8000 PPP. We’ve until recently failed in any measure of universal coverage or access of any basic goods/services.

Pulse Polio is hailed as a success. We were the 4th from last to eradicate polio. China succeed 20 years prior.

13/
Not with COVID-19. We matched the developed world in speed and number of choices. We beat all but the world’s factory in production volume.

Since end-August we outproduce every other country. Doses done since Sept 1:
World: 1450 million
India: 360 million (25% of world)

14/
If 1 billion doses show us anything, it is that throwing ridiculous sums of money at companies just feeds their profit motive. Producing 3B+ low efficacy vaccines means China keeps shutting down entire cities every week.

washingtonpost.com/world/2021/10/…

15/
The west here has been the poster boy of big pharma kleptocracy, spending an order of magnitude more than India for less.

China is learning that volume doesn’t replace efficacy because they’ll just have to solve the same problem repeatedly.

16/
Nations do not achieve great power because of ideals . Great ideals are inspiring, but great power is literally that - the demonstration of hard capability to marshall and direct national resources towards a cause, making judicious choices that generate effective results.

17/
Think of one thing where India offers near universal adult access to it at the same time as the developed world. Almost nothing. Maybe the air to breathe. We know the quality of that air.

Bijli, sadak, pani… all fixed or being fixed 50-100yrs after the west.

17/
This is a moment where from @PMOIndia down is a demonstration of hard state power to achieve.

Mean-spirited criticism from the west is normal. It just means our rise bothers them.

What matter is that we demonstrate effective state power to accomplish great things.

18/18

• • •

Missing some Tweet in this thread? You can try to force a refresh
 

Keep Current with Suraj

Suraj Profile picture

Stay in touch and get notified when new unrolls are available from this author!

Read all threads

This Thread may be Removed Anytime!

PDF

Twitter may remove this content at anytime! Save it as PDF for later use!

Try unrolling a thread yourself!

how to unroll video
  1. Follow @ThreadReaderApp to mention us!

  2. From a Twitter thread mention us with a keyword "unroll"
@threadreaderapp unroll

Practice here first or read more on our help page!

More from @surajbrf

10 Oct
Updating for Oct 2nd week. It’s known that this is a slow week. How slow ? ‘Only’ 42.5 million, still among the top 8 weeks.

Various theories have been offered regarding this slowdown so we will look at some associated data.

1/
This week, the daily bucket chart also highlights weekday public holidays that affect footfalls:
Eid Jul 21
Janmashtami Aug 30
Ganesh Chaturthi Sep 10
Navratri Oct 7-15

Lesser/regional holidays have been skipped only due to lack of pan-India data impact.

2/
The vaccine availability chart shows anomalous behavior this month - rather than a seesaw between supply and use, it has risen until 10th.

Oct started with 50m doses, supply rose to 85m, while consumption was 42.5m -> 77.5m doses supplied, or likely ~265m for the month.

3/
Read 11 tweets
2 Oct
Updating for the start of October. The prior week had 49 million doses. A soft period coming on the back of successive weeks of high performance dominating the top 5 in this chart:

1/
The primary reason for this is a softness in supply coming on the back of 4 long weeks of high performance. However this is now improving as the graph shows, with the available supply back over 50M :

2/
Weekly performance remained steady with no major movement. Trailing 7DMA is now a shade under 7M/day but should go up soon.

I may stop presenting this chart. Oct is likely to have many days over 10M, which this doesn’t show well. If you like this data, please say so.

3/
Read 11 tweets
20 Sep
Updating for 3rd wk Sept. Slightly delayed due to delayed data update on PIB/MoHFW.

Predictably after the 25M world record on Sept 17, this week is the best ever- 67 million.

This week alone is 2x the total by Europe or North America for the whole September to date.

1/
The daily bucketed performance is unable to show the magnitude of the Sept 17th perf well enough. A simpler expression is:

1. On Sept 17, India did more doses than the rest of the world combined.
3. India accounted for ~60% of doses worldwide that day.

2/
The following two charts show Indian vaccination as a fraction of global total in September, both daily and aggregate.

India has outdone its share of world pop (~16%) substantially. When share crosses 50%, that means India outdoes rest of world combined.

3/
Read 10 tweets
4 Sep
Updating for 1st week of Sept, with the risk of sounding like a broken record:

* This week overtook last week as the best week ever.
* First ever instance of >50 million in a week, finishing with 53.6M

1/
Updating the bucket chart of daily number classification shows just how much the recent performance has accelerated, with multiple >10M days interspersed between >6M days.

All data is at intervals between PIB 7pm data.

2/
I’ve summarized the month of August itself separately and written an article about it:



Three months of successively outdoing projections culminated in a record 185m doses in August, vs 150m projected.

3/
Read 12 tweets
28 Aug
A very simple summary of August 4th week:

Best. Week. Ever.

49.2 million vaccinations between Aug 22-28.

1/ Image
It included the first instance of a day of >10 million vaccinations, in a week where the worst weekday was 5.6 million. This new chart reports daily number for the past 3 months broken into buckets:

2/ Image
This new chart was necessitated by the fact that every day is now over 5m. 4 weeks of August are:
19 days >5m
5 days of 4-5m
4 Sundays

The data above 5m is so frequent and varied that it does not work as a single bucket anymore.

3/ Image
Read 10 tweets
8 Aug
This thread overviews the extraordinary performance of @Neeraj_chopra1 at Tokyo 2020 in the men’s javelin throw event - the statistics & history involved.

It describes the pathbreaking nature of the achievement, with regard to both Neeraj’s own and continental performance.

1/
No Asian has ever won the men’s javelin gold before. The event has been the preserve of east/central Europeans built like tanks. Neeraj is only the second non-white to win it after Kershorn Walcott. In fact the magnitude of the achievement is even greater…

2/
No Asian has ever even medaled in Olympic javelin throw before. The Finns and other Nordics monopolize it, with Germany, USSR and Hungary making up most of the rest. They also own all the best javelin brands, covered later. But that’s not all…

3/
Read 15 tweets

Did Thread Reader help you today?

Support us! We are indie developers!


This site is made by just two indie developers on a laptop doing marketing, support and development! Read more about the story.

Become a Premium Member ($3/month or $30/year) and get exclusive features!

Become Premium

Too expensive? Make a small donation by buying us coffee ($5) or help with server cost ($10)

Donate via Paypal Become our Patreon

Thank you for your support!

Follow Us on Twitter!

:(