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<!DOCTYPE HTML>
<html>
<head>
<meta charset="UTF-8">
<title>Everything You Always Wanted To Know About GitHub (But Were Afraid To Ask)</title>
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<body>
<h1>Everything You Always Wanted To Know<br/>About GitHub (But Were Afraid To Ask)</h1>
<h2>Abstract</h2>
<p>We prepared a dataset from the <a href="https://www.gharchive.org/">GH Archive</a> that contains all the events in all GitHub repositories since 2011 in structured format. The dataset was uploaded into <a href="https://clickhouse.com/">ClickHouse</a>, where it contains 3.1 billion records. We redistribute it for research purposes and it can be downloaded at this <a href="#download-the-dataset">direct link</a>. This dataset can help answer almost any question about GitHub that you can imagine.</p>
<p>This article shows the usage of the dataset and offers insights into the GitHub ecosystem. It emphasizes how easy it is to play with data using modern tools.</p>
<div id="move-to-top"><a href="#table-of-contents">▲</a></div>
<h2>Table of Contents</h2>
<p id='toc'></p>
<h2>Let's play with the data!</h2>
<h3>Counting stars</h3>
<p>The <span class="code">WatchEvent</span> is the event when someone gives a star to a repo.</p>
<pre class="query">
:) <span class="sql">SELECT count() FROM github_events WHERE event_type = 'WatchEvent'</span>
┌───count()─┐
│ 232118474 │
└───────────┘
1 rows in set. Elapsed: 0.034 sec. Processed 232.13 million rows, 232.13 MB (6.85 billion rows/s., 6.85 GB/s.)
</pre>
<p>There is no event when someone removes the star. This means that star removal is invisible, but it should be rare in any case, so we can calculate the approximate number of stars from these events.</p>
<pre class="query">
:) <span class="sql">SELECT action, count() FROM github_events WHERE event_type = 'WatchEvent' GROUP BY action</span>
┌─action──┬───count()─┐
│ started │ 232118474 │
└─────────┴───────────┘
1 rows in set. Elapsed: 0.034 sec. Processed 232.13 million rows, 464.26 MB (6.77 billion rows/s., 13.53 GB/s.)
</pre>
<p>There are over 200 million stars on GitHub!</p>
<p>Let's validate the star count by comparing it for my favorite repository:</p>
<pre class="query">
:) <span class="sql">SELECT count() FROM github_events WHERE event_type = 'WatchEvent' AND repo_name IN ('ClickHouse/ClickHouse', 'yandex/ClickHouse') GROUP BY action</span>
┌─count()─┐
│ 14359 │
└─────────┘
1 rows in set. Elapsed: 0.006 sec. Processed 32.77 thousand rows, 166.65 KB (5.52 million rows/s., 28.07 MB/s.)
</pre>
<p>The number looks consistent with the real star count.</p>
<p>(The repository was moved from <span class="code">yandex/ClickHouse</span> to <span class="code">ClickHouse/ClickHouse</span> on October 2019, so we have to sum up the numbers for two repos.)</p>
<h3>Top repositories by stars</h3>
<p>This is the first report that comes to mind.</p>
<pre class="query">
:) SET output_format_pretty_row_numbers = 1
:) <span class="sql">SELECT repo_name, count() AS stars FROM github_events WHERE event_type = 'WatchEvent' GROUP BY repo_name ORDER BY stars DESC LIMIT 50</span>
┌─repo_name──────────────────────────────┬──stars─┐
1. │ <a href="https://github.com/996icu/996.ICU">996icu/996.ICU</a> │ 354850 │
2. │ <a href="https://github.com/FreeCodeCamp/FreeCodeCamp">FreeCodeCamp/FreeCodeCamp</a> │ 225490 │
3. │ <a href="https://github.com/vuejs/vue">vuejs/vue</a> │ 199731 │
4. │ <a href="https://github.com/facebook/react">facebook/react</a> │ 188575 │
5. │ <a href="https://github.com/tensorflow/tensorflow">tensorflow/tensorflow</a> │ 173681 │
6. │ <a href="https://github.com/sindresorhus/awesome">sindresorhus/awesome</a> │ 160542 │
7. │ <a href="https://github.com/kamranahmedse/developer-roadmap">kamranahmedse/developer-roadmap</a> │ 147561 │
8. │ <a href="https://github.com/getify/You-Dont-Know-JS">getify/You-Dont-Know-JS</a> │ 144146 │
9. │ <a href="https://github.com/freeCodeCamp/freeCodeCamp">freeCodeCamp/freeCodeCamp</a> │ 140027 │
10. │ <a href="https://github.com/twbs/bootstrap">twbs/bootstrap</a> │ 126371 │
11. │ <a href="https://github.com/torvalds/linux">torvalds/linux</a> │ 121415 │
12. │ <a href="https://github.com/jwasham/coding-interview-university">jwasham/coding-interview-university</a> │ 119797 │
13. │ <a href="https://github.com/github/gitignore">github/gitignore</a> │ 119322 │
14. │ <a href="https://github.com/donnemartin/system-design-primer">donnemartin/system-design-primer</a> │ 118394 │
15. │ <a href="https://github.com/flutter/flutter">flutter/flutter</a> │ 116303 │
16. │ <a href="https://github.com/airbnb/javascript">airbnb/javascript</a> │ 115651 │
17. │ <a href="https://github.com/jackfrued/Python-100-Days">jackfrued/Python-100-Days</a> │ 108760 │
18. │ <a href="https://github.com/robbyrussell/oh-my-zsh">robbyrussell/oh-my-zsh</a> │ 107173 │
19. │ <a href="https://github.com/facebook/react-native">facebook/react-native</a> │ 105346 │
20. │ <a href="https://github.com/TheAlgorithms/Python">TheAlgorithms/Python</a> │ 102067 │
21. │ <a href="https://github.com/vinta/awesome-python">vinta/awesome-python</a> │ 98604 │
22. │ <a href="https://github.com/Snailclimb/JavaGuide">Snailclimb/JavaGuide</a> │ 97793 │
23. │ <a href="https://github.com/vhf/free-programming-books">vhf/free-programming-books</a> │ 94137 │
24. │ <a href="https://github.com/CyC2018/CS-Notes">CyC2018/CS-Notes</a> │ 93320 │
25. │ <a href="https://github.com/golang/go">golang/go</a> │ 92407 │
26. │ <a href="https://github.com/EbookFoundation/free-programming-books">EbookFoundation/free-programming-books</a> │ 92016 │
27. │ <a href="https://github.com/trekhleb/javascript-algorithms">trekhleb/javascript-algorithms</a> │ 89512 │
28. │ <a href="https://github.com/danistefanovic/build-your-own-x">danistefanovic/build-your-own-x</a> │ 89253 │
29. │ <a href="https://github.com/jlevy/the-art-of-command-line">jlevy/the-art-of-command-line</a> │ 87750 │
30. │ <a href="https://github.com/Microsoft/vscode">Microsoft/vscode</a> │ 82043 │
31. │ <a href="https://github.com/angular/angular">angular/angular</a> │ 80602 │
32. │ <a href="https://github.com/justjavac/free-programming-books-zh_CN">justjavac/free-programming-books-zh_CN</a> │ 78460 │
33. │ <a href="https://github.com/labuladong/fucking-algorithm">labuladong/fucking-algorithm</a> │ 77568 │
34. │ <a href="https://github.com/angular/angular.js">angular/angular.js</a> │ 76251 │
35. │ <a href="https://github.com/FortAwesome/Font-Awesome">FortAwesome/Font-Awesome</a> │ 75924 │
36. │ <a href="https://github.com/nodejs/node">nodejs/node</a> │ 75477 │
37. │ <a href="https://github.com/tensorflow/models">tensorflow/models</a> │ 75206 │
38. │ <a href="https://github.com/laravel/laravel">laravel/laravel</a> │ 74136 │
39. │ <a href="https://github.com/daneden/animate.css">daneden/animate.css</a> │ 74095 │
40. │ <a href="https://github.com/mrdoob/three.js">mrdoob/three.js</a> │ 72597 │
41. │ <a href="https://github.com/M4cs/BabySploit">M4cs/BabySploit</a> │ 71572 │
42. │ <a href="https://github.com/ant-design/ant-design">ant-design/ant-design</a> │ 71552 │
43. │ <a href="https://github.com/electron/electron">electron/electron</a> │ 71394 │
44. │ <a href="https://github.com/kubernetes/kubernetes">kubernetes/kubernetes</a> │ 68644 │
45. │ <a href="https://github.com/resume/resume.github.com">resume/resume.github.com</a> │ 68423 │
46. │ <a href="https://github.com/atom/atom">atom/atom</a> │ 68396 │
47. │ <a href="https://github.com/iluwatar/java-design-patterns">iluwatar/java-design-patterns</a> │ 67831 │
48. │ <a href="https://github.com/PanJiaChen/vue-element-admin">PanJiaChen/vue-element-admin</a> │ 67625 │
49. │ <a href="https://github.com/django/django">django/django</a> │ 66415 │
50. │ <a href="https://github.com/apple/swift">apple/swift</a> │ 66350 │
└────────────────────────────────────────┴────────┘
50 rows in set. Elapsed: 0.663 sec. Processed 232.13 million rows, 1.81 GB (350.34 million rows/s., 2.73 GB/s.)
</pre>
<p>The top repository ever is "996.ICU" — it's not for software, but more like a project to improve awareness about work schedules in different Chinese companies. But wait... it's not the top repo. We see two copies of "FreeCodeCamp": <span class="code">FreeCodeCamp/FreeCodeCamp</span> and <span class="code">freeCodeCamp/freeCodeCamp</span>. If we sum up the stars it will be <span class="code">225390 + 139197 = 360137</span> — slightly more than "996.ICU". So, the top repository on GitHub is an educational resource.</p>
<p>Next we see: JavaScript framework, then Machine Learning framework, then another JavaScript framework, then the list of Awesome Awesomeness, then the JavaScript education resources, then another education project, another education project, UI framework, education, education, UI framework, JS something, CSS framework and finally in 17th place there is Linux. Let's stop at this point.</p>
<p>Bottomline: GitHub is full of JavaScript frameworks and education content. But don't jump to conclusions yet — we've only scratched the surface!</p>
<h3>Distribution of repositories by star count</h3>
<p>By the way, what is the distribution of repositories by stars?</p>
<pre class="query">
<span class="sql">SELECT
exp10(floor(log10(c))) AS stars,
uniq(k)
FROM
(
SELECT
repo_name AS k,
count() AS c
FROM github_events
WHERE event_type = 'WatchEvent'
GROUP BY k
)
GROUP BY stars
ORDER BY stars ASC</span>
┌──stars─┬──uniq(k)─┐
│ 1 │ 14946505 │
│ 10 │ 1196622 │
│ 100 │ 213026 │
│ 1000 │ 28944 │
│ 10000 │ 1847 │
│ 100000 │ 20 │
└────────┴──────────┘
6 rows in set. Elapsed: 1.249 sec. Processed 232.13 million rows, 1.81 GB (185.80 million rows/s., 1.45 GB/s.)
</pre>
<p>There are only 16 million repositories that have at least one star. There are only 1.4 million repositories with 10+ stars. Just 240 000 repositories have over 100 stars, 29 000 have over 1k stars, 1800 have over 10k stars and there are only 20 repositories with more than 100k stars.</p>
<h3>The total number of repositories on GitHub</h3>
<pre class="query">
:) <span class="sql">SELECT uniq(repo_name) FROM github_events</span>
┌─uniq(repo_name)─┐
│ 164059648 │
└─────────────────┘
1 rows in set. Elapsed: 3.801 sec. Processed 3.12 billion rows, 24.87 GB (820.73 million rows/s., 6.54 GB/s.)
</pre>
<p>If we will take all stars and distribute uniformly across all the repositories, every repository will get 1.37 stars.</p>
<h3>How has the list of top repositories changed over the years?</h3>
<p>
<a data-div-id-prefix="repos" class="button">2015</a>
| <a data-div-id-prefix="repos" class="button">2016</a>
| <a data-div-id-prefix="repos" class="button">2017</a>
| <a data-div-id-prefix="repos" class="button">2018</a>
| <a data-div-id-prefix="repos" class="button">2019</a>
| <a data-div-id-prefix="repos" class="button_selected">2020</a></p>
<div id="repos2020">
<pre class="query">
:) <span class="sql">SELECT repo_name, count() AS stars FROM github_events WHERE event_type = 'WatchEvent' AND toYear(created_at) = '2020' GROUP BY repo_name ORDER BY stars DESC LIMIT 50</span>
┌─repo_name────────────────────────────────────┬─stars─┐
1. │ <a href="https://github.com/labuladong/fucking-algorithm">labuladong/fucking-algorithm</a> │ 77568 │
2. │ <a href="https://github.com/jwasham/coding-interview-university">jwasham/coding-interview-university</a> │ 54591 │
3. │ <a href="https://github.com/kamranahmedse/developer-roadmap">kamranahmedse/developer-roadmap</a> │ 50944 │
4. │ <a href="https://github.com/donnemartin/system-design-primer">donnemartin/system-design-primer</a> │ 37384 │
5. │ <a href="https://github.com/EbookFoundation/free-programming-books">EbookFoundation/free-programming-books</a> │ 36686 │
6. │ <a href="https://github.com/public-apis/public-apis">public-apis/public-apis</a> │ 36405 │
7. │ <a href="https://github.com/TheAlgorithms/Python">TheAlgorithms/Python</a> │ 33837 │
8. │ <a href="https://github.com/CyC2018/CS-Notes">CyC2018/CS-Notes</a> │ 33517 │
9. │ <a href="https://github.com/danistefanovic/build-your-own-x">danistefanovic/build-your-own-x</a> │ 33283 │
10. │ <a href="https://github.com/microsoft/PowerToys">microsoft/PowerToys</a> │ 33137 │
11. │ <a href="https://github.com/denoland/deno">denoland/deno</a> │ 31550 │
12. │ <a href="https://github.com/flutter/flutter">flutter/flutter</a> │ 31320 │
13. │ <a href="https://github.com/Snailclimb/JavaGuide">Snailclimb/JavaGuide</a> │ 31103 │
14. │ <a href="https://github.com/trekhleb/javascript-algorithms">trekhleb/javascript-algorithms</a> │ 30803 │
15. │ <a href="https://github.com/sindresorhus/awesome">sindresorhus/awesome</a> │ 28424 │
16. │ <a href="https://github.com/florinpop17/app-ideas">florinpop17/app-ideas</a> │ 27989 │
17. │ <a href="https://github.com/vuejs/vue">vuejs/vue</a> │ 27458 │
18. │ <a href="https://github.com/jackfrued/Python-100-Days">jackfrued/Python-100-Days</a> │ 26699 │
19. │ <a href="https://github.com/CSSEGISandData/COVID-19">CSSEGISandData/COVID-19</a> │ 26659 │
20. │ <a href="https://github.com/ytdl-org/youtube-dl">ytdl-org/youtube-dl</a> │ 26475 │
21. │ <a href="https://github.com/facebook/react">facebook/react</a> │ 24122 │
22. │ <a href="https://github.com/bradtraversy/design-resources-for-developers">bradtraversy/design-resources-for-developers</a> │ 23170 │
23. │ <a href="https://github.com/geekxh/hello-algorithm">geekxh/hello-algorithm</a> │ 22650 │
24. │ <a href="https://github.com/ohmyzsh/ohmyzsh">ohmyzsh/ohmyzsh</a> │ 21705 │
25. │ <a href="https://github.com/microsoft/vscode">microsoft/vscode</a> │ 21607 │
26. │ <a href="https://github.com/cli/cli">cli/cli</a> │ 21541 │
27. │ <a href="https://github.com/torvalds/linux">torvalds/linux</a> │ 20547 │
28. │ <a href="https://github.com/github/gitignore">github/gitignore</a> │ 19863 │
29. │ <a href="https://github.com/getify/You-Dont-Know-JS">getify/You-Dont-Know-JS</a> │ 19778 │
30. │ <a href="https://github.com/goldbergyoni/nodebestpractices">goldbergyoni/nodebestpractices</a> │ 19452 │
31. │ <a href="https://github.com/huggingface/transformers">huggingface/transformers</a> │ 19214 │
32. │ <a href="https://github.com/microsoft/playwright">microsoft/playwright</a> │ 18751 │
33. │ <a href="https://github.com/ossu/computer-science">ossu/computer-science</a> │ 18621 │
34. │ <a href="https://github.com/Genymobile/scrcpy">Genymobile/scrcpy</a> │ 18538 │
35. │ <a href="https://github.com/macrozheng/mall">macrozheng/mall</a> │ 18335 │
36. │ <a href="https://github.com/tiangolo/fastapi">tiangolo/fastapi</a> │ 17962 │
37. │ <a href="https://github.com/gothinkster/realworld">gothinkster/realworld</a> │ 17696 │
38. │ <a href="https://github.com/AobingJava/JavaFamily">AobingJava/JavaFamily</a> │ 17495 │
39. │ <a href="https://github.com/PanJiaChen/vue-element-admin">PanJiaChen/vue-element-admin</a> │ 17330 │
40. │ <a href="https://github.com/microsoft/terminal">microsoft/terminal</a> │ 16719 │
41. │ <a href="https://github.com/willmcgugan/rich">willmcgugan/rich</a> │ 16627 │
42. │ <a href="https://github.com/evanw/esbuild">evanw/esbuild</a> │ 16621 │
43. │ <a href="https://github.com/jlevy/the-art-of-command-line">jlevy/the-art-of-command-line</a> │ 16351 │
44. │ <a href="https://github.com/tensorflow/tensorflow">tensorflow/tensorflow</a> │ 16104 │
45. │ <a href="https://github.com/angular/angular">angular/angular</a> │ 15762 │
46. │ <a href="https://github.com/kon9chunkit/GitHub-Chinese-Top-Charts">kon9chunkit/GitHub-Chinese-Top-Charts</a> │ 15738 │
47. │ <a href="https://github.com/freeCodeCamp/freeCodeCamp">freeCodeCamp/freeCodeCamp</a> │ 15701 │
48. │ <a href="https://github.com/MisterBooo/LeetCodeAnimation">MisterBooo/LeetCodeAnimation</a> │ 15686 │
49. │ <a href="https://github.com/azl397985856/leetcode">azl397985856/leetcode</a> │ 15352 │
50. │ <a href="https://github.com/anuraghazra/github-readme-stats">anuraghazra/github-readme-stats</a> │ 15193 │
└──────────────────────────────────────────────┴───────┘
50 rows in set. Elapsed: 0.400 sec. Processed 214.00 million rows, 2.41 GB (535.27 million rows/s., 6.02 GB/s.)
</pre>
<p>The top repo is a Chinese educational resource to prepare for an algorithms interview. Actually, amost all of the top 10 are related to education. The only exceptions are: <span class="code">Deno</span> — a JS runtime and <span class="code">CSSEGISandData/COVID-19</span> — a repo for COVID-19 data. Yes, I expected that 2020 would be about COVID-19 but happily enough it's not only about COVID-19.</p>
</div>
<div id="repos2019">
<pre class="query">
:) <span class="sql">SELECT repo_name, count() AS stars FROM github_events WHERE event_type = 'WatchEvent' AND toYear(created_at) = '2019' GROUP BY repo_name ORDER BY stars DESC LIMIT 50</span>
┌─repo_name──────────────────────────────────┬──stars─┐
1. │ <a href="https://github.com/996icu/996.ICU">996icu/996.ICU</a> │ 344825 │
2. │ <a href="https://github.com/jackfrued/Python-100-Days">jackfrued/Python-100-Days</a> │ 76845 │
3. │ <a href="https://github.com/M4cs/BabySploit">M4cs/BabySploit</a> │ 71013 │
4. │ <a href="https://github.com/Snailclimb/JavaGuide">Snailclimb/JavaGuide</a> │ 53444 │
5. │ <a href="https://github.com/TheAlgorithms/Python">TheAlgorithms/Python</a> │ 48859 │
6. │ <a href="https://github.com/CyC2018/CS-Notes">CyC2018/CS-Notes</a> │ 46609 │
7. │ <a href="https://github.com/MisterBooo/LeetCodeAnimation">MisterBooo/LeetCodeAnimation</a> │ 41526 │
8. │ <a href="https://github.com/vuejs/vue">vuejs/vue</a> │ 39159 │
9. │ <a href="https://github.com/flutter/flutter">flutter/flutter</a> │ 38733 │
10. │ <a href="https://github.com/doocs/advanced-java">doocs/advanced-java</a> │ 35338 │
11. │ <a href="https://github.com/microsoft/Terminal">microsoft/Terminal</a> │ 34359 │
12. │ <a href="https://github.com/jlevy/the-art-of-command-line">jlevy/the-art-of-command-line</a> │ 30852 │
13. │ <a href="https://github.com/kamranahmedse/developer-roadmap">kamranahmedse/developer-roadmap</a> │ 30842 │
14. │ <a href="https://github.com/facebook/react">facebook/react</a> │ 29040 │
15. │ <a href="https://github.com/donnemartin/system-design-primer">donnemartin/system-design-primer</a> │ 27042 │
16. │ <a href="https://github.com/tensorflow/tensorflow">tensorflow/tensorflow</a> │ 27032 │
17. │ <a href="https://github.com/macrozheng/mall">macrozheng/mall</a> │ 26520 │
18. │ <a href="https://github.com/testerSunshine/12306">testerSunshine/12306</a> │ 26414 │
19. │ <a href="https://github.com/sindresorhus/awesome">sindresorhus/awesome</a> │ 26286 │
20. │ <a href="https://github.com/azl397985856/leetcode">azl397985856/leetcode</a> │ 25765 │
21. │ <a href="https://github.com/jwasham/coding-interview-university">jwasham/coding-interview-university</a> │ 25556 │
22. │ <a href="https://github.com/PanJiaChen/vue-element-admin">PanJiaChen/vue-element-admin</a> │ 25101 │
23. │ <a href="https://github.com/0voice/interview_internal_reference">0voice/interview_internal_reference</a> │ 24557 │
24. │ <a href="https://github.com/lib-pku/libpku">lib-pku/libpku</a> │ 23015 │
25. │ <a href="https://github.com/getify/You-Dont-Know-JS">getify/You-Dont-Know-JS</a> │ 22647 │
26. │ <a href="https://github.com/EbookFoundation/free-programming-books">EbookFoundation/free-programming-books</a> │ 21884 │
27. │ <a href="https://github.com/microsoft/terminal">microsoft/terminal</a> │ 21878 │
28. │ <a href="https://github.com/scutan90/DeepLearning-500-questions">scutan90/DeepLearning-500-questions</a> │ 21784 │
29. │ <a href="https://github.com/deepfakes/faceswap">deepfakes/faceswap</a> │ 21237 │
30. │ <a href="https://github.com/sveltejs/svelte">sveltejs/svelte</a> │ 20969 │
31. │ <a href="https://github.com/torvalds/linux">torvalds/linux</a> │ 20455 │
32. │ <a href="https://github.com/vinta/awesome-python">vinta/awesome-python</a> │ 20217 │
33. │ <a href="https://github.com/justjavac/free-programming-books-zh_CN">justjavac/free-programming-books-zh_CN</a> │ 20137 │
34. │ <a href="https://github.com/30-seconds/30-seconds-of-code">30-seconds/30-seconds-of-code</a> │ 19784 │
35. │ <a href="https://github.com/formulahendry/955.WLB">formulahendry/955.WLB</a> │ 19772 │
36. │ <a href="https://github.com/NationalSecurityAgency/ghidra">NationalSecurityAgency/ghidra</a> │ 19651 │
37. │ <a href="https://github.com/robbyrussell/oh-my-zsh">robbyrussell/oh-my-zsh</a> │ 19602 │
38. │ <a href="https://github.com/imhuay/Algorithm_Interview_Notes-Chinese">imhuay/Algorithm_Interview_Notes-Chinese</a> │ 19508 │
39. │ <a href="https://github.com/trekhleb/javascript-algorithms">trekhleb/javascript-algorithms</a> │ 19460 │
40. │ <a href="https://github.com/LisaDziuba/Awesome-Design-Tools">LisaDziuba/Awesome-Design-Tools</a> │ 19142 │
41. │ <a href="https://github.com/freeCodeCamp/freeCodeCamp">freeCodeCamp/freeCodeCamp</a> │ 18955 │
42. │ <a href="https://github.com/golang/go">golang/go</a> │ 18842 │
43. │ <a href="https://github.com/alibaba/flutter-go">alibaba/flutter-go</a> │ 18382 │
44. │ <a href="https://github.com/ziishaned/learn-regex">ziishaned/learn-regex</a> │ 18352 │
45. │ <a href="https://github.com/github/gitignore">github/gitignore</a> │ 18228 │
46. │ <a href="https://github.com/danistefanovic/build-your-own-x">danistefanovic/build-your-own-x</a> │ 18155 │
47. │ <a href="https://github.com/Advanced-Frontend/Daily-Interview-Question">Advanced-Frontend/Daily-Interview-Question</a> │ 17797 │
48. │ <a href="https://github.com/ossu/computer-science">ossu/computer-science</a> │ 17794 │
49. │ <a href="https://github.com/dcloudio/uni-app">dcloudio/uni-app</a> │ 17759 │
50. │ <a href="https://github.com/codercom/code-server">codercom/code-server</a> │ 17702 │
└────────────────────────────────────────────┴────────┘
50 rows in set. Elapsed: 0.366 sec. Processed 219.33 million rows, 2.55 GB (599.92 million rows/s., 6.96 GB/s.)
</pre>
<p>996.ICU, education and pentesting framework. MS Terminal is worth noting. Also a Chinese e-commerce product sits next to Tensorflow.</p>
</div>
<div id="repos2018">
<pre class="query">
:) <span class="sql">SELECT repo_name, count() AS stars FROM github_events WHERE event_type = 'WatchEvent' AND toYear(created_at) = '2018' GROUP BY repo_name ORDER BY stars DESC LIMIT 50</span>
┌─repo_name──────────────────────────────┬─stars─┐
1. │ <a href="https://github.com/vuejs/vue">vuejs/vue</a> │ 51515 │
2. │ <a href="https://github.com/trekhleb/javascript-algorithms">trekhleb/javascript-algorithms</a> │ 39249 │
3. │ <a href="https://github.com/facebook/react">facebook/react</a> │ 38817 │
4. │ <a href="https://github.com/flutter/flutter">flutter/flutter</a> │ 38357 │
5. │ <a href="https://github.com/danistefanovic/build-your-own-x">danistefanovic/build-your-own-x</a> │ 37815 │
6. │ <a href="https://github.com/tensorflow/tensorflow">tensorflow/tensorflow</a> │ 36976 │
7. │ <a href="https://github.com/kamranahmedse/developer-roadmap">kamranahmedse/developer-roadmap</a> │ 35278 │
8. │ <a href="https://github.com/x64dbg/x64dbg">x64dbg/x64dbg</a> │ 32381 │
9. │ <a href="https://github.com/donnemartin/system-design-primer">donnemartin/system-design-primer</a> │ 31384 │
10. │ <a href="https://github.com/CyC2018/Interview-Notebook">CyC2018/Interview-Notebook</a> │ 29941 │
11. │ <a href="https://github.com/kelseyhightower/nocode">kelseyhightower/nocode</a> │ 26326 │
12. │ <a href="https://github.com/Microsoft/vscode">Microsoft/vscode</a> │ 26211 │
13. │ <a href="https://github.com/xingshaocheng/architect-awesome">xingshaocheng/architect-awesome</a> │ 25750 │
14. │ <a href="https://github.com/sindresorhus/awesome">sindresorhus/awesome</a> │ 24977 │
15. │ <a href="https://github.com/ry/deno">ry/deno</a> │ 22798 │
16. │ <a href="https://github.com/getify/You-Dont-Know-JS">getify/You-Dont-Know-JS</a> │ 22014 │
17. │ <a href="https://github.com/tensorflow/models">tensorflow/models</a> │ 21511 │
18. │ <a href="https://github.com/GoogleChrome/puppeteer">GoogleChrome/puppeteer</a> │ 21137 │
19. │ <a href="https://github.com/leonardomso/33-js-concepts">leonardomso/33-js-concepts</a> │ 21033 │
20. │ <a href="https://github.com/facebook/create-react-app">facebook/create-react-app</a> │ 20300 │
21. │ <a href="https://github.com/axios/axios">axios/axios</a> │ 20102 │
22. │ <a href="https://github.com/houshanren/hangzhou_house_knowledge">houshanren/hangzhou_house_knowledge</a> │ 19227 │
23. │ <a href="https://github.com/ant-design/ant-design">ant-design/ant-design</a> │ 19162 │
24. │ <a href="https://github.com/facebookresearch/Detectron">facebookresearch/Detectron</a> │ 18611 │
25. │ <a href="https://github.com/jwasham/coding-interview-university">jwasham/coding-interview-university</a> │ 18255 │
26. │ <a href="https://github.com/robbyrussell/oh-my-zsh">robbyrussell/oh-my-zsh</a> │ 18254 │
27. │ <a href="https://github.com/EbookFoundation/free-programming-books">EbookFoundation/free-programming-books</a> │ 18127 │
28. │ <a href="https://github.com/github/gitignore">github/gitignore</a> │ 17872 │
29. │ <a href="https://github.com/airbnb/javascript">airbnb/javascript</a> │ 17616 │
30. │ <a href="https://github.com/justjavac/free-programming-books-zh_CN">justjavac/free-programming-books-zh_CN</a> │ 17293 │
31. │ <a href="https://github.com/PanJiaChen/vue-element-admin">PanJiaChen/vue-element-admin</a> │ 17256 │
32. │ <a href="https://github.com/yangshun/front-end-interview-handbook">yangshun/front-end-interview-handbook</a> │ 17138 │
33. │ <a href="https://github.com/vinta/awesome-python">vinta/awesome-python</a> │ 16797 │
34. │ <a href="https://github.com/golang/go">golang/go</a> │ 16424 │
35. │ <a href="https://github.com/facebook/react-native">facebook/react-native</a> │ 16039 │
36. │ <a href="https://github.com/torvalds/linux">torvalds/linux</a> │ 15936 │
37. │ <a href="https://github.com/TheAlgorithms/Python">TheAlgorithms/Python</a> │ 15914 │
38. │ <a href="https://github.com/tabler/tabler">tabler/tabler</a> │ 15849 │
39. │ <a href="https://github.com/kubernetes/kubernetes">kubernetes/kubernetes</a> │ 15800 │
40. │ <a href="https://github.com/Avik-Jain/100-Days-Of-ML-Code">Avik-Jain/100-Days-Of-ML-Code</a> │ 15777 │
41. │ <a href="https://github.com/iluwatar/java-design-patterns">iluwatar/java-design-patterns</a> │ 15370 │
42. │ <a href="https://github.com/parcel-bundler/parcel">parcel-bundler/parcel</a> │ 15257 │
43. │ <a href="https://github.com/Meituan-Dianping/mpvue">Meituan-Dianping/mpvue</a> │ 15017 │
44. │ <a href="https://github.com/storybooks/storybook">storybooks/storybook</a> │ 14835 │
45. │ <a href="https://github.com/dawnlabs/carbon">dawnlabs/carbon</a> │ 14807 │
46. │ <a href="https://github.com/toddmotto/public-apis">toddmotto/public-apis</a> │ 14781 │
47. │ <a href="https://github.com/electron/electron">electron/electron</a> │ 14750 │
48. │ <a href="https://github.com/shadowsocks/shadowsocks-windows">shadowsocks/shadowsocks-windows</a> │ 14619 │
49. │ <a href="https://github.com/kdn251/interviews">kdn251/interviews</a> │ 14586 │
50. │ <a href="https://github.com/scutan90/DeepLearning-500-questions">scutan90/DeepLearning-500-questions</a> │ 14497 │
└────────────────────────────────────────┴───────┘
50 rows in set. Elapsed: 0.304 sec. Processed 219.55 million rows, 2.73 GB (722.04 million rows/s., 8.96 GB/s.)
</pre>
<p>JavaScript frameworks and education.</p>
</div>
<div id="repos2017">
<pre class="query">
:) <span class="sql">SELECT repo_name, count() AS stars FROM github_events WHERE event_type = 'WatchEvent' AND toYear(created_at) = '2017' GROUP BY repo_name ORDER BY stars DESC LIMIT 50</span>
┌─repo_name──────────────────────────────────────┬─stars─┐
1. │ <a href="https://github.com/freeCodeCamp/freeCodeCamp">freeCodeCamp/freeCodeCamp</a> │ 90989 │
2. │ <a href="https://github.com/tensorflow/tensorflow">tensorflow/tensorflow</a> │ 49278 │
3. │ <a href="https://github.com/vuejs/vue">vuejs/vue</a> │ 48185 │
4. │ <a href="https://github.com/facebook/react">facebook/react</a> │ 34524 │
5. │ <a href="https://github.com/mr-mig/every-programmer-should-know">mr-mig/every-programmer-should-know</a> │ 30991 │
6. │ <a href="https://github.com/kamranahmedse/developer-roadmap">kamranahmedse/developer-roadmap</a> │ 30497 │
7. │ <a href="https://github.com/sindresorhus/awesome">sindresorhus/awesome</a> │ 29084 │
8. │ <a href="https://github.com/getify/You-Dont-Know-JS">getify/You-Dont-Know-JS</a> │ 28902 │
9. │ <a href="https://github.com/thedaviddias/Front-End-Checklist">thedaviddias/Front-End-Checklist</a> │ 24745 │
10. │ <a href="https://github.com/facebookincubator/create-react-app">facebookincubator/create-react-app</a> │ 24479 │
11. │ <a href="https://github.com/Microsoft/vscode">Microsoft/vscode</a> │ 23504 │
12. │ <a href="https://github.com/donnemartin/system-design-primer">donnemartin/system-design-primer</a> │ 22584 │
13. │ <a href="https://github.com/GoogleChrome/puppeteer">GoogleChrome/puppeteer</a> │ 22408 │
14. │ <a href="https://github.com/airbnb/javascript">airbnb/javascript</a> │ 22119 │
15. │ <a href="https://github.com/sdmg15/Best-websites-a-programmer-should-visit">sdmg15/Best-websites-a-programmer-should-visit</a> │ 21764 │
16. │ <a href="https://github.com/jwasham/coding-interview-university">jwasham/coding-interview-university</a> │ 21395 │
17. │ <a href="https://github.com/twbs/bootstrap">twbs/bootstrap</a> │ 21157 │
18. │ <a href="https://github.com/toddmotto/public-apis">toddmotto/public-apis</a> │ 20881 │
19. │ <a href="https://github.com/kamranahmedse/design-patterns-for-humans">kamranahmedse/design-patterns-for-humans</a> │ 19420 │
20. │ <a href="https://github.com/robbyrussell/oh-my-zsh">robbyrussell/oh-my-zsh</a> │ 19325 │
21. │ <a href="https://github.com/airbnb/lottie-android">airbnb/lottie-android</a> │ 18700 │
22. │ <a href="https://github.com/facebook/react-native">facebook/react-native</a> │ 18696 │
23. │ <a href="https://github.com/vuejs/awesome-vue">vuejs/awesome-vue</a> │ 18499 │
24. │ <a href="https://github.com/tipsy/github-profile-summary">tipsy/github-profile-summary</a> │ 17847 │
25. │ <a href="https://github.com/FreeCodeCampChina/freecodecamp.cn">FreeCodeCampChina/freecodecamp.cn</a> │ 17794 │
26. │ <a href="https://github.com/electron/electron">electron/electron</a> │ 17490 │
27. │ <a href="https://github.com/kdn251/interviews">kdn251/interviews</a> │ 17471 │
28. │ <a href="https://github.com/ryanmcdermott/clean-code-javascript">ryanmcdermott/clean-code-javascript</a> │ 17433 │
29. │ <a href="https://github.com/mzabriskie/axios">mzabriskie/axios</a> │ 17414 │
30. │ <a href="https://github.com/vinta/awesome-python">vinta/awesome-python</a> │ 17254 │
31. │ <a href="https://github.com/torvalds/linux">torvalds/linux</a> │ 17200 │
32. │ <a href="https://github.com/tensorflow/models">tensorflow/models</a> │ 17066 │
33. │ <a href="https://github.com/nodejs/node">nodejs/node</a> │ 17062 │
34. │ <a href="https://github.com/github/gitignore">github/gitignore</a> │ 16873 │
35. │ <a href="https://github.com/python/cpython">python/cpython</a> │ 16627 │
36. │ <a href="https://github.com/yangshun/tech-interview-handbook">yangshun/tech-interview-handbook</a> │ 16388 │
37. │ <a href="https://github.com/ElemeFE/element">ElemeFE/element</a> │ 16320 │
38. │ <a href="https://github.com/bailicangdu/vue2-elm">bailicangdu/vue2-elm</a> │ 16249 │
39. │ <a href="https://github.com/d3/d3">d3/d3</a> │ 16167 │
40. │ <a href="https://github.com/Hack-with-Github/Awesome-Hacking">Hack-with-Github/Awesome-Hacking</a> │ 16153 │
41. │ <a href="https://github.com/golang/go">golang/go</a> │ 16096 │
42. │ <a href="https://github.com/k88hudson/git-flight-rules">k88hudson/git-flight-rules</a> │ 15950 │
43. │ <a href="https://github.com/webpack/webpack">webpack/webpack</a> │ 15869 │
44. │ <a href="https://github.com/mbeaudru/modern-js-cheatsheet">mbeaudru/modern-js-cheatsheet</a> │ 15321 │
45. │ <a href="https://github.com/EbookFoundation/free-programming-books">EbookFoundation/free-programming-books</a> │ 15319 │
46. │ <a href="https://github.com/angular/angular">angular/angular</a> │ 14392 │
47. │ <a href="https://github.com/prettier/prettier">prettier/prettier</a> │ 14344 │
48. │ <a href="https://github.com/vhf/free-programming-books">vhf/free-programming-books</a> │ 14304 │
49. │ <a href="https://github.com/JetBrains/kotlin">JetBrains/kotlin</a> │ 14210 │
50. │ <a href="https://github.com/parcel-bundler/parcel">parcel-bundler/parcel</a> │ 14190 │
└────────────────────────────────────────────────┴───────┘
50 rows in set. Elapsed: 0.321 sec. Processed 218.60 million rows, 2.80 GB (680.46 million rows/s., 8.72 GB/s.)
</pre>
</div>
<div id="repos2016">
<pre class="query">
:) <span class="sql">SELECT repo_name, count() AS stars FROM github_events WHERE event_type = 'WatchEvent' AND toYear(created_at) = '2016' GROUP BY repo_name ORDER BY stars DESC LIMIT 50</span>
┌─repo_name───────────────────────────────────────┬──stars─┐
1. │ <a href="https://github.com/FreeCodeCamp/FreeCodeCamp">FreeCodeCamp/FreeCodeCamp</a> │ 182203 │
2. │ <a href="https://github.com/jwasham/google-interview-university">jwasham/google-interview-university</a> │ 31522 │
3. │ <a href="https://github.com/vhf/free-programming-books">vhf/free-programming-books</a> │ 28870 │
4. │ <a href="https://github.com/vuejs/vue">vuejs/vue</a> │ 28831 │
5. │ <a href="https://github.com/tensorflow/tensorflow">tensorflow/tensorflow</a> │ 28282 │
6. │ <a href="https://github.com/facebook/react">facebook/react</a> │ 26046 │
7. │ <a href="https://github.com/getify/You-Dont-Know-JS">getify/You-Dont-Know-JS</a> │ 24975 │
8. │ <a href="https://github.com/sindresorhus/awesome">sindresorhus/awesome</a> │ 24829 │
9. │ <a href="https://github.com/chrislgarry/Apollo-11">chrislgarry/Apollo-11</a> │ 23483 │
10. │ <a href="https://github.com/yarnpkg/yarn">yarnpkg/yarn</a> │ 21518 │
11. │ <a href="https://github.com/facebook/react-native">facebook/react-native</a> │ 19779 │
12. │ <a href="https://github.com/twbs/bootstrap">twbs/bootstrap</a> │ 19396 │
13. │ <a href="https://github.com/airbnb/javascript">airbnb/javascript</a> │ 19064 │
14. │ <a href="https://github.com/joshbuchea/HEAD">joshbuchea/HEAD</a> │ 18439 │
15. │ <a href="https://github.com/facebookincubator/create-react-app">facebookincubator/create-react-app</a> │ 18191 │
16. │ <a href="https://github.com/firehol/netdata">firehol/netdata</a> │ 17908 │
17. │ <a href="https://github.com/robbyrussell/oh-my-zsh">robbyrussell/oh-my-zsh</a> │ 17364 │
18. │ <a href="https://github.com/FallibleInc/security-guide-for-developers">FallibleInc/security-guide-for-developers</a> │ 15901 │
19. │ <a href="https://github.com/open-guides/og-aws">open-guides/og-aws</a> │ 15620 │
20. │ <a href="https://github.com/github/gitignore">github/gitignore</a> │ 15205 │
21. │ <a href="https://github.com/electron/electron">electron/electron</a> │ 15138 │
22. │ <a href="https://github.com/googlesamples/android-architecture">googlesamples/android-architecture</a> │ 14647 │
23. │ <a href="https://github.com/torvalds/linux">torvalds/linux</a> │ 14434 │
24. │ <a href="https://github.com/getlantern/lantern">getlantern/lantern</a> │ 14189 │
25. │ <a href="https://github.com/reactjs/redux">reactjs/redux</a> │ 13997 │
26. │ <a href="https://github.com/nodejs/node">nodejs/node</a> │ 13602 │
27. │ <a href="https://github.com/Microsoft/vscode">Microsoft/vscode</a> │ 13284 │
28. │ <a href="https://github.com/angular/angular">angular/angular</a> │ 13204 │
29. │ <a href="https://github.com/apple/swift">apple/swift</a> │ 13060 │
30. │ <a href="https://github.com/ParsePlatform/parse-server">ParsePlatform/parse-server</a> │ 12837 │
31. │ <a href="https://github.com/braydie/HowToBeAProgrammer">braydie/HowToBeAProgrammer</a> │ 12574 │
32. │ <a href="https://github.com/docker/docker">docker/docker</a> │ 12482 │
33. │ <a href="https://github.com/atom/atom">atom/atom</a> │ 12468 │
34. │ <a href="https://github.com/webpack/webpack">webpack/webpack</a> │ 12186 │
35. │ <a href="https://github.com/ZuzooVn/machine-learning-for-software-engineers">ZuzooVn/machine-learning-for-software-engineers</a> │ 11916 │
36. │ <a href="https://github.com/jgthms/bulma">jgthms/bulma</a> │ 11685 │
37. │ <a href="https://github.com/vinta/awesome-python">vinta/awesome-python</a> │ 11626 │
38. │ <a href="https://github.com/angular/angular.js">angular/angular.js</a> │ 11446 │
39. │ <a href="https://github.com/golang/go">golang/go</a> │ 11337 │
40. │ <a href="https://github.com/toddmotto/public-apis">toddmotto/public-apis</a> │ 11266 │
41. │ <a href="https://github.com/ReactiveX/RxJava">ReactiveX/RxJava</a> │ 11244 │
42. │ <a href="https://github.com/daneden/animate.css">daneden/animate.css</a> │ 11109 │
43. │ <a href="https://github.com/naptha/tesseract.js">naptha/tesseract.js</a> │ 10955 │
44. │ <a href="https://github.com/tensorflow/models">tensorflow/models</a> │ 10874 │
45. │ <a href="https://github.com/josephmisiti/awesome-machine-learning">josephmisiti/awesome-machine-learning</a> │ 10546 │
46. │ <a href="https://github.com/FortAwesome/Font-Awesome">FortAwesome/Font-Awesome</a> │ 10496 │
47. │ <a href="https://github.com/juliangarnier/anime">juliangarnier/anime</a> │ 10462 │
48. │ <a href="https://github.com/AHAAAAAAA/PokemonGo-Map">AHAAAAAAA/PokemonGo-Map</a> │ 10448 │
49. │ <a href="https://github.com/Microsoft/TypeScript">Microsoft/TypeScript</a> │ 10340 │
50. │ <a href="https://github.com/caesar0301/awesome-public-datasets">caesar0301/awesome-public-datasets</a> │ 10333 │
└─────────────────────────────────────────────────┴────────┘
50 rows in set. Elapsed: 0.277 sec. Processed 216.06 million rows, 2.88 GB (780.88 million rows/s., 10.39 GB/s.)
</pre>
</div>
<div id="repos2015">
<pre class="query">
:) <span class="sql">SELECT repo_name, count() AS stars FROM github_events WHERE event_type = 'WatchEvent' AND toYear(created_at) = '2015' GROUP BY repo_name ORDER BY stars DESC LIMIT 50</span>
┌─repo_name────────────────────────────────────┬─stars─┐
1. │ <a href="https://github.com/FreeCodeCamp/FreeCodeCamp">FreeCodeCamp/FreeCodeCamp</a> │ 38485 │
2. │ <a href="https://github.com/facebook/react-native">facebook/react-native</a> │ 25888 │
3. │ <a href="https://github.com/apple/swift">apple/swift</a> │ 25834 │
4. │ <a href="https://github.com/sindresorhus/awesome">sindresorhus/awesome</a> │ 24420 │
5. │ <a href="https://github.com/facebook/react">facebook/react</a> │ 22977 │
6. │ <a href="https://github.com/jlevy/the-art-of-command-line">jlevy/the-art-of-command-line</a> │ 22105 │
7. │ <a href="https://github.com/NARKOZ/hacker-scripts">NARKOZ/hacker-scripts</a> │ 20450 │
8. │ <a href="https://github.com/twbs/bootstrap">twbs/bootstrap</a> │ 19775 │
9. │ <a href="https://github.com/google/material-design-lite">google/material-design-lite</a> │ 17904 │
10. │ <a href="https://github.com/airbnb/javascript">airbnb/javascript</a> │ 17586 │
11. │ <a href="https://github.com/nvbn/thefuck">nvbn/thefuck</a> │ 17168 │
12. │ <a href="https://github.com/vhf/free-programming-books">vhf/free-programming-books</a> │ 16923 │
13. │ <a href="https://github.com/getify/You-Dont-Know-JS">getify/You-Dont-Know-JS</a> │ 16404 │
14. │ <a href="https://github.com/atom/electron">atom/electron</a> │ 16174 │
15. │ <a href="https://github.com/tensorflow/tensorflow">tensorflow/tensorflow</a> │ 16009 │
16. │ <a href="https://github.com/FreeCodeCamp/freecodecamp">FreeCodeCamp/freecodecamp</a> │ 15321 │
17. │ <a href="https://github.com/nylas/N1">nylas/N1</a> │ 14927 │
18. │ <a href="https://github.com/angular/angular.js">angular/angular.js</a> │ 14824 │
19. │ <a href="https://github.com/atom/atom">atom/atom</a> │ 13737 │
20. │ <a href="https://github.com/mbostock/d3">mbostock/d3</a> │ 13497 │
21. │ <a href="https://github.com/Dogfalo/materialize">Dogfalo/materialize</a> │ 13150 │
22. │ <a href="https://github.com/ripienaar/free-for-dev">ripienaar/free-for-dev</a> │ 12847 │
23. │ <a href="https://github.com/torvalds/linux">torvalds/linux</a> │ 12455 │
24. │ <a href="https://github.com/robbyrussell/oh-my-zsh">robbyrussell/oh-my-zsh</a> │ 12281 │
25. │ <a href="https://github.com/github/gitignore">github/gitignore</a> │ 11358 │
26. │ <a href="https://github.com/bevacqua/dragula">bevacqua/dragula</a> │ 11060 │
27. │ <a href="https://github.com/meteor/meteor">meteor/meteor</a> │ 10963 │
28. │ <a href="https://github.com/FortAwesome/Font-Awesome">FortAwesome/Font-Awesome</a> │ 10849 │
29. │ <a href="https://github.com/docker/docker">docker/docker</a> │ 10845 │
30. │ <a href="https://github.com/daneden/animate.css">daneden/animate.css</a> │ 10732 │
31. │ <a href="https://github.com/zenorocha/clipboard.js">zenorocha/clipboard.js</a> │ 10471 │
32. │ <a href="https://github.com/0xAX/linux-insides">0xAX/linux-insides</a> │ 10459 │
33. │ <a href="https://github.com/typicode/json-server">typicode/json-server</a> │ 10247 │
34. │ <a href="https://github.com/wasabeef/awesome-android-ui">wasabeef/awesome-android-ui</a> │ 10187 │
35. │ <a href="https://github.com/babel/babel">babel/babel</a> │ 10147 │
36. │ <a href="https://github.com/h5bp/Front-end-Developer-Interview-Questions">h5bp/Front-end-Developer-Interview-Questions</a> │ 10011 │
37. │ <a href="https://github.com/prakhar1989/awesome-courses">prakhar1989/awesome-courses</a> │ 9947 │
38. │ <a href="https://github.com/lukehoban/es6features">lukehoban/es6features</a> │ 9890 │
39. │ <a href="https://github.com/driftyco/ionic">driftyco/ionic</a> │ 9771 │
40. │ <a href="https://github.com/gorhill/uBlock">gorhill/uBlock</a> │ 9761 │
41. │ <a href="https://github.com/minimaxir/big-list-of-naughty-strings">minimaxir/big-list-of-naughty-strings</a> │ 9550 │
42. │ <a href="https://github.com/Semantic-Org/Semantic-UI">Semantic-Org/Semantic-UI</a> │ 9546 │
43. │ <a href="https://github.com/Microsoft/vscode">Microsoft/vscode</a> │ 9489 │
44. │ <a href="https://github.com/alex/what-happens-when">alex/what-happens-when</a> │ 9479 │
45. │ <a href="https://github.com/vinta/awesome-python">vinta/awesome-python</a> │ 9304 │
46. │ <a href="https://github.com/golang/go">golang/go</a> │ 9254 │
47. │ <a href="https://github.com/phanan/htaccess">phanan/htaccess</a> │ 9240 │
48. │ <a href="https://github.com/nwjs/nw.js">nwjs/nw.js</a> │ 9203 │
49. │ <a href="https://github.com/johnpapa/angular-styleguide">johnpapa/angular-styleguide</a> │ 9129 │
50. │ <a href="https://github.com/google/material-design-icons">google/material-design-icons</a> │ 9099 │
└──────────────────────────────────────────────┴───────┘
50 rows in set. Elapsed: 0.268 sec. Processed 213.30 million rows, 2.99 GB (795.76 million rows/s., 11.17 GB/s.)
</pre>
</div>
<p>Bonus: all these results in a single report:</p>
<pre class="query">
<span class="sql">SELECT
year,
lower(repo_name) AS repo,
count()
FROM github_events
WHERE (event_type = 'WatchEvent') AND (year >= 2015)
GROUP BY
repo,
toYear(created_at) AS year
ORDER BY
year ASC,
count() DESC
LIMIT 10 BY year</span>
┌─year─┬─repo──────────────────────────┬─count()─┐
│ 2015 │ <a href="https://github.com/freecodecamp/freecodecamp">freecodecamp/freecodecamp</a> │ 53806 │
│ 2015 │ <a href="https://github.com/facebook/react-native">facebook/react-native</a> │ 25888 │
│ 2015 │ <a href="https://github.com/apple/swift">apple/swift</a> │ 25834 │
│ 2015 │ <a href="https://github.com/sindresorhus/awesome">sindresorhus/awesome</a> │ 24420 │
│ 2015 │ <a href="https://github.com/facebook/react">facebook/react</a> │ 22977 │
│ 2015 │ <a href="https://github.com/jlevy/the-art-of-command-line">jlevy/the-art-of-command-line</a> │ 22105 │
│ 2015 │ <a href="https://github.com/narkoz/hacker-scripts">narkoz/hacker-scripts</a> │ 20450 │
│ 2015 │ <a href="https://github.com/twbs/bootstrap">twbs/bootstrap</a> │ 19775 │
│ 2015 │ <a href="https://github.com/google/material-design-lite">google/material-design-lite</a> │ 17904 │
│ 2015 │ <a href="https://github.com/airbnb/javascript">airbnb/javascript</a> │ 17586 │
└──────┴───────────────────────────────┴─────────┘
┌─year─┬─repo────────────────────────────────┬─count()─┐
│ 2016 │ <a href="https://github.com/freecodecamp/freecodecamp">freecodecamp/freecodecamp</a> │ 182203 │
│ 2016 │ <a href="https://github.com/jwasham/google-interview-university">jwasham/google-interview-university</a> │ 31522 │
│ 2016 │ <a href="https://github.com/vhf/free-programming-books">vhf/free-programming-books</a> │ 28870 │
│ 2016 │ <a href="https://github.com/vuejs/vue">vuejs/vue</a> │ 28831 │
│ 2016 │ <a href="https://github.com/tensorflow/tensorflow">tensorflow/tensorflow</a> │ 28282 │
│ 2016 │ <a href="https://github.com/facebook/react">facebook/react</a> │ 26046 │
│ 2016 │ <a href="https://github.com/getify/you-dont-know-js">getify/you-dont-know-js</a> │ 24975 │
│ 2016 │ <a href="https://github.com/sindresorhus/awesome">sindresorhus/awesome</a> │ 24829 │
│ 2016 │ <a href="https://github.com/chrislgarry/apollo-11">chrislgarry/apollo-11</a> │ 23483 │
│ 2016 │ <a href="https://github.com/yarnpkg/yarn">yarnpkg/yarn</a> │ 21518 │
└──────┴─────────────────────────────────────┴─────────┘
┌─year─┬─repo────────────────────────────────┬─count()─┐
│ 2017 │ <a href="https://github.com/freecodecamp/freecodecamp">freecodecamp/freecodecamp</a> │ 96359 │
│ 2017 │ <a href="https://github.com/tensorflow/tensorflow">tensorflow/tensorflow</a> │ 49278 │
│ 2017 │ <a href="https://github.com/vuejs/vue">vuejs/vue</a> │ 48185 │
│ 2017 │ <a href="https://github.com/facebook/react">facebook/react</a> │ 34524 │
│ 2017 │ <a href="https://github.com/mr-mig/every-programmer-should-know">mr-mig/every-programmer-should-know</a> │ 30991 │
│ 2017 │ <a href="https://github.com/kamranahmedse/developer-roadmap">kamranahmedse/developer-roadmap</a> │ 30497 │
│ 2017 │ <a href="https://github.com/sindresorhus/awesome">sindresorhus/awesome</a> │ 29084 │
│ 2017 │ <a href="https://github.com/getify/you-dont-know-js">getify/you-dont-know-js</a> │ 28902 │
│ 2017 │ <a href="https://github.com/thedaviddias/front-end-checklist">thedaviddias/front-end-checklist</a> │ 24745 │
│ 2017 │ <a href="https://github.com/facebookincubator/create-react-app">facebookincubator/create-react-app</a> │ 24479 │
└──────┴─────────────────────────────────────┴─────────┘
┌─year─┬─repo─────────────────────────────┬─count()─┐
│ 2018 │ <a href="https://github.com/vuejs/vue">vuejs/vue</a> │ 51515 │
│ 2018 │ <a href="https://github.com/trekhleb/javascript-algorithms">trekhleb/javascript-algorithms</a> │ 39249 │
│ 2018 │ <a href="https://github.com/facebook/react">facebook/react</a> │ 38817 │
│ 2018 │ <a href="https://github.com/flutter/flutter">flutter/flutter</a> │ 38357 │
│ 2018 │ <a href="https://github.com/danistefanovic/build-your-own-x">danistefanovic/build-your-own-x</a> │ 37815 │
│ 2018 │ <a href="https://github.com/tensorflow/tensorflow">tensorflow/tensorflow</a> │ 36976 │
│ 2018 │ <a href="https://github.com/kamranahmedse/developer-roadmap">kamranahmedse/developer-roadmap</a> │ 35278 │
│ 2018 │ <a href="https://github.com/x64dbg/x64dbg">x64dbg/x64dbg</a> │ 32381 │
│ 2018 │ <a href="https://github.com/donnemartin/system-design-primer">donnemartin/system-design-primer</a> │ 31384 │
│ 2018 │ <a href="https://github.com/cyc2018/interview-notebook">cyc2018/interview-notebook</a> │ 29941 │
└──────┴──────────────────────────────────┴─────────┘
┌─year─┬─repo─────────────────────────┬─count()─┐
│ 2019 │ <a href="https://github.com/996icu/996.icu">996icu/996.icu</a> │ 344825 │
│ 2019 │ <a href="https://github.com/jackfrued/python-100-days">jackfrued/python-100-days</a> │ 76845 │
│ 2019 │ <a href="https://github.com/m4cs/babysploit">m4cs/babysploit</a> │ 71013 │
│ 2019 │ <a href="https://github.com/microsoft/terminal">microsoft/terminal</a> │ 56844 │
│ 2019 │ <a href="https://github.com/snailclimb/javaguide">snailclimb/javaguide</a> │ 53444 │
│ 2019 │ <a href="https://github.com/thealgorithms/python">thealgorithms/python</a> │ 48859 │
│ 2019 │ <a href="https://github.com/cyc2018/cs-notes">cyc2018/cs-notes</a> │ 46609 │
│ 2019 │ <a href="https://github.com/misterbooo/leetcodeanimation">misterbooo/leetcodeanimation</a> │ 41526 │
│ 2019 │ <a href="https://github.com/vuejs/vue">vuejs/vue</a> │ 39159 │
│ 2019 │ <a href="https://github.com/flutter/flutter">flutter/flutter</a> │ 38733 │
└──────┴──────────────────────────────┴─────────┘
┌─year─┬─repo───────────────────────────────────┬─count()─┐
│ 2020 │ <a href="https://github.com/labuladong/fucking-algorithm">labuladong/fucking-algorithm</a> │ 77568 │
│ 2020 │ <a href="https://github.com/jwasham/coding-interview-university">jwasham/coding-interview-university</a> │ 54591 │
│ 2020 │ <a href="https://github.com/kamranahmedse/developer-roadmap">kamranahmedse/developer-roadmap</a> │ 50944 │
│ 2020 │ <a href="https://github.com/donnemartin/system-design-primer">donnemartin/system-design-primer</a> │ 37384 │
│ 2020 │ <a href="https://github.com/ebookfoundation/free-programming-books">ebookfoundation/free-programming-books</a> │ 36686 │
│ 2020 │ <a href="https://github.com/public-apis/public-apis">public-apis/public-apis</a> │ 36405 │
│ 2020 │ <a href="https://github.com/thealgorithms/python">thealgorithms/python</a> │ 33837 │
│ 2020 │ <a href="https://github.com/cyc2018/cs-notes">cyc2018/cs-notes</a> │ 33517 │
│ 2020 │ <a href="https://github.com/danistefanovic/build-your-own-x">danistefanovic/build-your-own-x</a> │ 33283 │
│ 2020 │ <a href="https://github.com/microsoft/powertoys">microsoft/powertoys</a> │ 33137 │
└──────┴────────────────────────────────────────┴─────────┘
60 rows in set. Elapsed: 15.368 sec. Processed 231.51 million rows, 2.71 GB (15.06 million rows/s., 176.33 MB/s.)
</pre>
<p>And a multi-line graph:</p>
<pre class="query">
<span class="sql">SELECT
repo AS name,
groupArrayInsertAt(toUInt32(c), toUInt64(dateDiff('month', toDate('2015-01-01'), month))) AS data
FROM
(
SELECT
lower(repo_name) AS repo,
toStartOfMonth(created_at) AS month,
count() AS c
FROM github_events
WHERE (event_type = 'WatchEvent') AND (toYear(created_at) >= 2015) AND (repo IN
(
SELECT lower(repo_name) AS repo
FROM github_events
WHERE (event_type = 'WatchEvent') AND (toYear(created_at) >= 2015)
GROUP BY repo
ORDER BY count() DESC
LIMIT 10
))
GROUP BY
repo,
month
)
GROUP BY repo
ORDER BY repo ASC
</span>
10 rows in set. Elapsed: 1.729 sec. Processed 231.51 million rows, 1.58 GB (133.88 million rows/s., 913.63 MB/s.)
</pre>
<div class="chart" id="chart_top_repos"></div>
<h3>How has the total number of stars changed over time?</h3>
<pre class="query">
:) <span class="sql">SELECT toYear(created_at) AS year, count() AS stars, bar(stars, 0, 50000000, 10) AS bar FROM github_events WHERE event_type = 'WatchEvent' GROUP BY year ORDER BY year</span>
┌─year─┬────stars─┬─bar────────┐
│ 2011 │ 1831742 │ ▎ │
│ 2012 │ 4048676 │ ▋ │
│ 2013 │ 7432800 │ █▍ │
│ 2014 │ 11952935 │ ██▍ │