Pratap Vardhan

@PratapVardhan

Making sense of the world, one data point at a time. • 👨🏻‍💻 Data Science • 🛠️ 📈 •

India, 17.43°N, 78.47°E
pratapvardhan.com
Joined March 2013
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  1. Pinned Tweet
    26 Nov 2020

    PMGSY recently released ~7,70,000 geo-tagged rural facilities data on it's portal. This map shows the density across India colored by category type (Agro, Education, Medical, Transport/Admin). 'Glow' signifies concentration. Read the thread for details. Caveats below. 1/n

    , and
    31 replies 354 retweets 1,400 likes
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  2. Sep 13

    Dashboard at

    3 likes
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  3. Sep 13

    I didn't think the Padma dashboard would survive this longer – 5 years & counting. 😯 IIRC, it took couple of days to flush out the 1st version and few more to deploy. Looking back, certainly design can be improved. 😅 Oh and I managed to sneak in a few hidden Easter eggs. 🔎

    Padma Awards Website releases interactive dashboard of all Padma Awardees from 1954-2016.
    1 reply 11 likes
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  4. Sep 2

    I've been a huge fan of 's work and it's an honour to be a part of the team. 🙏🏼

    1 reply 23 likes
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  5. Sep 2

    🌱 Career update: I'm joining My team will drive foundational data science initiatives to improve our learners' outcomes. 📈 I'm excited to play a small (data) part in helping our children receive free world‑class education. 📖

    10 replies 1 retweet 142 likes
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  6. Retweeted
    Sep 2

    If India manages to maintain the vaccination rate of the last 5 days. – 100% Adult population would have 1st dose by November 14th – By January 27th, all adults would be fully vaccinated /1

    1 reply 9 retweets 21 likes
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  7. Retweeted
    Aug 27

    The estimated % of adults who got at least one dose of three vaccines on offer in India - , and just crossed 50% yesterday in India. A real time state-wise/age-wise look is available at (thanks to )

    3 replies 7 retweets 17 likes
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  8. Aug 26

    Source for 2021 18+ Population: Govt of India's reply in Supreme Court on "Distribution of Essential Supplies and Services During Pandemic" pg 284. (h/t)

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  9. Aug 26

    💉 50% of India’s adult population has been vaccinated with at least one dose. • It took us 223 days to give 472 million Indians a dose of covid vaccine. • Larger states like UP, Bihar, West Bengal, Jharkhand and Andhra are yet to cross the 40% mark.

    India: 50% Adults Vaccinated with at least one dose
    11 replies 66 retweets 153 likes
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  10. Aug 16

    Gurman's data visualizations are exceptional. You'd want to work with her.

    I have been teaching since May and it has been a wonderful break from covering the news. I am ready to build/create/report again. I am taking data viz/journalism commissions starting mid-Oct. DM or 📩gurmanbh[at]gmail[dot]com if you have a project you'd like to collaborate on.
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  11. Aug 15

    Wishing everyone a Happy Independence Day! 🇮🇳

    1 retweet 3 likes
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  12. Aug 14

    For simplicity, I used tricolors only and emblem color for the borders. Uses district population from 2011 census.

    1 reply 2 retweets 25 likes
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  13. Aug 14

    Map of India divided into three areas with equal population Each color has 1/3 of India's population Well, of course, I love the colors of 🇮🇳

    Three areas with equal population
    7 replies 54 retweets 463 likes
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  14. Aug 9

    Much of this data is sourced from CRS. Thanks to and others for making this possible.

    1 retweet 6 likes
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  15. Aug 9

    Death registration data from repo is now integrated into DDL Covid platform. Thanks to More data to follow.

    Update(s): The DDL Covid platform now has monthly death registration data for most of the country (state & district-level). Huge thanks to for uncovering state after state 1/3
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    2 replies 1 retweet 15 likes
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  16. Aug 7

    💉About 41% adults have taken a dose of vaccine so far. Some larger states like UP, Bihar, West Bengal, Andhra, Tamil Nadu have a low 30% vax rate. We need doses for another 8.2 crore unvaccinated adults to cross 50% mark. Much of it would depend on how these states move.

    How India is vaccinating
    2 replies 17 retweets 35 likes
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  17. Aug 6

    Far too many districts have less than one testing lab* per lakh population. It's worth exploring how our heath infrastructure coverage is, beyond the urban cities. *RTPCR/TrueNAT/CBNAAT labs 📈 from data team

    2 retweets 4 likes
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  18. Aug 5

    Kerala saw more than 9,650 excess deaths in April-May of 2021. - 25% increase in deaths compared to 2018-19. Avg was 39,000 - This is much lesser compared to most other states reported so far Source: CRS Download data from

    Kerala saw 25% more deaths in April-May of 2021
    and
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  19. Aug 4

    Useful note from

    Replying to @PratapVardhan @ChinmayTumbe @Stats_of_India
    This is list of RTPCR/TrueNat/CBNAT Lab only. Apart from this each District Health official has minimum 5 Lab Testing facility for Antigen/Mobile Lab/PHC. Which is used for testing in cluster and rural. Based on this result that sample is being sent to RTPCR/TrueNat/CBNAT Lab
    1 reply 7 likes
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  20. Aug 4

    Between April-May of 2021, Maharashtra saw more than 1,00,000 excess deaths. (30 of 36 districts) - 180% increase in deaths compared to 2018-19. Avg was 60,000 - Nagpur, Nashik, Thane, Mumbai Suburban recorded > 10,000 excess deaths

    and
    1 reply 4 retweets 4 likes
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  21. Aug 4

    Download data from

    📢I'll be adding mortality data at state and district-level here. Today we are adding monthly data for Haryana from CRS. Download from I'll update this thread with new additions. More data will be coming out soon.
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