Winston Chang

@winston_chang

Joined January 2013
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  1. Retweeted
    Sep 11

    Every few months I re-read this article, and every time it helps.

    16 replies 173 retweets 843 likes
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  2. Retweeted
    Sep 11

    There's a new easier-to-use syntax for building modules! Here's a quick demo using it to make a module to add interactive annotations to (almost) any ggplot figure using 's ggrepel.

    1 reply 26 retweets 145 likes
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  3. Retweeted
    Sep 1

    Today, I also became certified for 's instructor as a blind person. FYI, Shiny is getting more accessible, and you can find my latest internship activities for Shiny accessibility at

    6 replies 46 retweets 304 likes
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  4. Retweeted
    Jul 31

    tweeps with school-age kids, heads up! I made a Shiny app that shows the rolling 14-day COVID case rate per 10,000 for each county in the state (the key metric upon which guidelines for school openings are based):

    13 replies 50 retweets 89 likes
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  5. Jul 11

    It’s about time. Just think of all the lives that would have been saved if scientists had their s— together and had invented smudge-proof orange makeup four months ago.

    Visiting military hospital, President Trump wears a mask in public for first time during pandemic.
    1 retweet 6 likes
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  6. Retweeted
    Jul 9

    It has now been 110 days since my symptoms started. I am still experencing symptoms which I now assume are long term. Over a few days I wrote out what this has all been like. This virus can really mess you up.

    38 replies 164 retweets 332 likes
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  7. Retweeted
    Jul 1

    My gym just went bankrupt. Who's the quitter now?

    1,142 replies 47,335 retweets 483,838 likes
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  8. Jun 27

    A half-empty can of La Croix by the lake. I can’t decide if pouring it out in the lake contaminates the water or dilutes contaminants in the water.

    2 replies 1 retweet 13 likes
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  9. Retweeted
    Jun 25

    Want to see what we opened up to support the COVID response? You can get the tool here! See what's happening in your county/city/town

    2 replies 13 retweets 37 likes
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  10. Jun 21

    We know that K-pop fandom grants immunity to one of them. Seems worth studying if it grants immunity to the other.

    1 like
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  11. Jun 21

    Infection fatality rate estimate from

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  12. Jun 21

    COVID-19 infection fatality rate: 0.5-1% Trump rally attendance rate: 0.62% In both cases, older populations are more likely to be afflicted.

    4 replies 1 retweet 15 likes
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  13. Retweeted
    Jun 18

    saw this on subtle taiwanese trait 😂

    19 replies 131 retweets 772 likes
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  14. Retweeted
    Jun 1

    You see already their plan of attack — to slander . To be clear, no matter what he may or not have done in the past, NOTHING justifies murdering a man in cold blood. Minneapolis police are not judge and jury.

    2 replies 49 retweets 242 likes
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  15. Retweeted
    May 30

    These white boys came from Eau Claire,WI to loot liquor stores. They were caught by AIM patrol last night. Full video on fb

    94 replies 1,514 retweets 3,046 likes
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  16. Retweeted
    May 30

    Friends, we have about 7 hours to prepare. Last night, right-wing extremists escalated their campaign to create chaos in Mpls & St Paul. They used arson as a primary tactic. It was an escalation from their work to encourage looting on Wednesday night.

    There have been enough suspicious acts like this caught on video this week, and it's become increasingly clear over the past few nights that white instigators have been leading the fire-setting.
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    96 replies 505 retweets 653 likes
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  17. Retweeted
    May 30

    There have been enough suspicious acts like this caught on video this week, and it's become increasingly clear over the past few nights that white instigators have been leading the fire-setting.

    2:19
    Started recording these white guys who was completely out of place planning to "86 this building" it seemed like an organized burning. They tried to fight. We ran them away. After tonight I am convinced that the fires are largely organized arson
    48 replies 807 retweets 1,222 likes
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  18. Retweeted
    May 30

    DO Y'ALL SEE ANY FUCKING BLACK PEOPLE?!!??!

    631 replies 14,246 retweets 33,320 likes
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  19. Retweeted
    May 29

    This MPD cop did a drive-by pepper-spraying of peaceful protesters and media.

    0:21
    Well THAT was uncalled for.
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    27 replies 327 retweets 652 likes
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  20. Retweeted
    May 24

    Just spent a little while digging into this tool - a really impressive "big" project. Aside from showing very important data from multiple sources, the frontend/UX is unique and makes use of multiple packages to tie everything together really nicely. Great work!

    This is The Texas 2036 COVID-19 Data Resource, where you can access critical information related to the impact of COVID-19 on the state of Texas and it's 254 counties. To see more, click here or visit http://covid19.texas2036.org in your web browser.
    Last week, our team at launched a comprehensive dashboard the tracks COVID-19 impacts across the state of Texas and all of its 254 counties. This week, we've added 's mobility reports for the state and all available counties.
    2 replies 8 retweets 37 likes
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