screen reader experiences with static and interactive tables¤
today explored the accessibility of static and interactive table representations. we had a really pleasant explore with itables as representation for tables. it is a better tactile for all.
- Make your Pandas or Polars DataFrames Interactive with ITables 2.0
- Datatables
- making pandas accessible post
%%html
<iframe allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen="" frameborder="0" height="315" referrerpolicy="strict-origin-when-cross-origin" src="https://www.youtube.com/embed/B9FvsZTy2hg?si=lrg7Th_U-Uvf30d8&start=1800" title="YouTube video player" width="560"></iframe>
import nobook.utils, pandas, itables
activate the itables
repr for the notebook.
itables.init_notebook_mode(all_interactive=True)
create some data to work with by downloading gist from github. this was a nice way to warm up for live programming today.
df = (await pandas.RangeIndex(1, 5).map(
"https://api.github.com/users/tonyfast/gists?page={}".format
).http.get()).explode().series().set_index("id")
df.head(2).style.set_caption("tonyfast's gists")
url | forks_url | commits_url | node_id | git_pull_url | git_push_url | html_url | files | public | created_at | updated_at | description | comments | user | comments_url | owner | truncated | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
id | |||||||||||||||||
90c41d4994f75c594db804aeba56fc26 | https://api.github.com/gists/90c41d4994f75c594db804aeba56fc26 | https://api.github.com/gists/90c41d4994f75c594db804aeba56fc26/forks | https://api.github.com/gists/90c41d4994f75c594db804aeba56fc26/commits | G_kwDOAECj89oAIDkwYzQxZDQ5OTRmNzVjNTk0ZGI4MDRhZWJhNTZmYzI2 | https://gist.github.com/90c41d4994f75c594db804aeba56fc26.git | https://gist.github.com/90c41d4994f75c594db804aeba56fc26.git | https://gist.github.com/tonyfast/90c41d4994f75c594db804aeba56fc26 | {'first_and_second_laws_of_thermodynamics.ipynb': {'filename': 'first_and_second_laws_of_thermodynamics.ipynb', 'type': 'text/plain', 'language': 'Jupyter Notebook', 'raw_url': 'https://gist.githubusercontent.com/tonyfast/90c41d4994f75c594db804aeba56fc26/raw/05a74d0f32aa9dfcd507f2acaf1875f330506fb3/first_and_second_laws_of_thermodynamics.ipynb', 'size': 20469}} | True | 2024-01-10T21:04:06Z | 2024-01-10T21:04:39Z | a notebook with revised literate pidgy cells for the first part of thermodyamics course | 0 | None | https://api.github.com/gists/90c41d4994f75c594db804aeba56fc26/comments | {'login': 'tonyfast', 'id': 4236275, 'node_id': 'MDQ6VXNlcjQyMzYyNzU=', 'avatar_url': 'https://avatars.githubusercontent.com/u/4236275?v=4', 'gravatar_id': '', 'url': 'https://api.github.com/users/tonyfast', 'html_url': 'https://github.com/tonyfast', 'followers_url': 'https://api.github.com/users/tonyfast/followers', 'following_url': 'https://api.github.com/users/tonyfast/following{/other_user}', 'gists_url': 'https://api.github.com/users/tonyfast/gists{/gist_id}', 'starred_url': 'https://api.github.com/users/tonyfast/starred{/owner}{/repo}', 'subscriptions_url': 'https://api.github.com/users/tonyfast/subscriptions', 'organizations_url': 'https://api.github.com/users/tonyfast/orgs', 'repos_url': 'https://api.github.com/users/tonyfast/repos', 'events_url': 'https://api.github.com/users/tonyfast/events{/privacy}', 'received_events_url': 'https://api.github.com/users/tonyfast/received_events', 'type': 'User', 'site_admin': False} | False |
aa3b16c5a284150e3d727a843b6cefec | https://api.github.com/gists/aa3b16c5a284150e3d727a843b6cefec | https://api.github.com/gists/aa3b16c5a284150e3d727a843b6cefec/forks | https://api.github.com/gists/aa3b16c5a284150e3d727a843b6cefec/commits | G_kwDOAECj89oAIGFhM2IxNmM1YTI4NDE1MGUzZDcyN2E4NDNiNmNlZmVj | https://gist.github.com/aa3b16c5a284150e3d727a843b6cefec.git | https://gist.github.com/aa3b16c5a284150e3d727a843b6cefec.git | https://gist.github.com/tonyfast/aa3b16c5a284150e3d727a843b6cefec | {'axe_types.py': {'filename': 'axe_types.py', 'type': 'application/x-python', 'language': 'Python', 'raw_url': 'https://gist.githubusercontent.com/tonyfast/aa3b16c5a284150e3d727a843b6cefec/raw/2f5b9e13263abcfa1c2fee71416a0f94971c48c6/axe_types.py', 'size': 8442}} | True | 2023-12-03T21:31:06Z | 2023-12-03T21:31:06Z | 0 | None | https://api.github.com/gists/aa3b16c5a284150e3d727a843b6cefec/comments | {'login': 'tonyfast', 'id': 4236275, 'node_id': 'MDQ6VXNlcjQyMzYyNzU=', 'avatar_url': 'https://avatars.githubusercontent.com/u/4236275?v=4', 'gravatar_id': '', 'url': 'https://api.github.com/users/tonyfast', 'html_url': 'https://github.com/tonyfast', 'followers_url': 'https://api.github.com/users/tonyfast/followers', 'following_url': 'https://api.github.com/users/tonyfast/following{/other_user}', 'gists_url': 'https://api.github.com/users/tonyfast/gists{/gist_id}', 'starred_url': 'https://api.github.com/users/tonyfast/starred{/owner}{/repo}', 'subscriptions_url': 'https://api.github.com/users/tonyfast/subscriptions', 'organizations_url': 'https://api.github.com/users/tonyfast/orgs', 'repos_url': 'https://api.github.com/users/tonyfast/repos', 'events_url': 'https://api.github.com/users/tonyfast/events{/privacy}', 'received_events_url': 'https://api.github.com/users/tonyfast/received_events', 'type': 'User', 'site_admin': False} | False |
files = df.files.apply(dict.values).explode().series()
files.style.set_caption("tonyfast's files in gist")
filename | type | language | raw_url | size | |
---|---|---|---|---|---|
id | |||||
90c41d4994f75c594db804aeba56fc26 | first_and_second_laws_of_thermodynamics.ipynb | text/plain | Jupyter Notebook | https://gist.githubusercontent.com/tonyfast/90c41d4994f75c594db804aeba56fc26/raw/05a74d0f32aa9dfcd507f2acaf1875f330506fb3/first_and_second_laws_of_thermodynamics.ipynb | 20469 |
aa3b16c5a284150e3d727a843b6cefec | axe_types.py | application/x-python | Python | https://gist.githubusercontent.com/tonyfast/aa3b16c5a284150e3d727a843b6cefec/raw/2f5b9e13263abcfa1c2fee71416a0f94971c48c6/axe_types.py | 8442 |
713ae6c57602c0f85d011421b20d5ea0 | BinaryExamples.ipynb | text/plain | Jupyter Notebook | https://gist.githubusercontent.com/tonyfast/713ae6c57602c0f85d011421b20d5ea0/raw/d24a71e9def2a3eecb24676dd8d3cfd7c55272f5/BinaryExamples.ipynb | 352154 |
c004044b4fe641735031ecf2069cf595 | aom.json | application/json | JSON | https://gist.githubusercontent.com/tonyfast/c004044b4fe641735031ecf2069cf595/raw/5204f4418e56d16380cd7a14ba4af195dd73b7a5/aom.json | 52330 |
e17946facd998a931527467d646cc822 | README.md | text/markdown | Markdown | https://gist.githubusercontent.com/tonyfast/e17946facd998a931527467d646cc822/raw/0481fae6d1b7d48298e46af27b53f87f79a7ad43/README.md | 3044 |
99303420edc6021bbeeaa96c522469a1 | ummm.py | application/x-python | Python | https://gist.githubusercontent.com/tonyfast/99303420edc6021bbeeaa96c522469a1/raw/3a3550ed6823091a90ee65d02d94a861ebaca304/ummm.py | 266 |
c8e19ffb2b85f5bf6f5a4b6e76c327cd | abc.py | application/x-python | Python | https://gist.githubusercontent.com/tonyfast/c8e19ffb2b85f5bf6f5a4b6e76c327cd/raw/64ec5a716f3f85b3b2ff06f1b3b6b10e9d9e0018/abc.py | 469 |
4e33098a9f3a50805ad99d08e96825a6 | graph shit.py | application/x-python | Python | https://gist.githubusercontent.com/tonyfast/4e33098a9f3a50805ad99d08e96825a6/raw/7c4ab23e3f60dea7c299dad16b780dcb88a746e4/graph%20shit.py | 4213 |
243d7758d659c406f6e12cbd7b045384 | hide_empty_outputs.html | text/html | HTML | https://gist.githubusercontent.com/tonyfast/243d7758d659c406f6e12cbd7b045384/raw/082e9f20e4c02ffdb291ad3a5ccf64d57fa45544/hide_empty_outputs.html | 90 |
42612252e0ed0df02f811932becd8241 | 2022-12-01-1.ipynb | text/plain | Jupyter Notebook | https://gist.githubusercontent.com/tonyfast/42612252e0ed0df02f811932becd8241/raw/e447e1564892d37203b2584d28426779967bdb7d/2022-12-01-1.ipynb | 4956 |
abc7748fcc84177b59156d156132aabb | lua.py | application/x-python | Python | https://gist.githubusercontent.com/tonyfast/abc7748fcc84177b59156d156132aabb/raw/5e959672aa41780cb63e95e1e484f3d3d67e8b54/lua.py | 408 |
d9842e69957895a883203101d32053c5 | 2022-09-18-static-notebook-tags.ipynb | text/plain | Jupyter Notebook | https://gist.githubusercontent.com/tonyfast/d9842e69957895a883203101d32053c5/raw/1cd7cdb5e9aa56aaec94848ba14a60bd4c208a46/2022-09-18-static-notebook-tags.ipynb | 21687 |
d3aa6592100eb30d7ec9efcb3b3efb06 | details-summary.ipynb | text/plain | Jupyter Notebook | https://gist.githubusercontent.com/tonyfast/d3aa6592100eb30d7ec9efcb3b3efb06/raw/11130e268b64bdf36027786a3edb7199e6347d92/details-summary.ipynb | 5841 |
146153f37825c9a0d078027c141823c5 | 2022-08-05-iris-demo.ipynb | text/plain | Jupyter Notebook | https://gist.githubusercontent.com/tonyfast/146153f37825c9a0d078027c141823c5/raw/fee6a9f02acf05a0b49ed4d37d8ecb0517db17f9/2022-08-05-iris-demo.ipynb | 103473 |
ef00eeb40ce268ff68cc7d606437ac6c | nbval triggers | text/plain | None | https://gist.githubusercontent.com/tonyfast/ef00eeb40ce268ff68cc7d606437ac6c/raw/6f3e58577e0ca4a9326ae1104908e13c951eb474/nbval%20triggers | 84 |
1172d78b9a9a9738c8be759d304220e4 | 2022-07-17-shebang-magic.ipynb | text/plain | Jupyter Notebook | https://gist.githubusercontent.com/tonyfast/1172d78b9a9a9738c8be759d304220e4/raw/ef13d1d236d4ad9e1dfffee2d5a6eedb0d237e11/2022-07-17-shebang-magic.ipynb | 9822 |
3006d326442a9f4dd2ba61370cc2d37e | 2022-07-16-larknb.ipynb | text/plain | Jupyter Notebook | https://gist.githubusercontent.com/tonyfast/3006d326442a9f4dd2ba61370cc2d37e/raw/10a00bd9ab4b3d69e4c6b005092f98168f8fdf7e/2022-07-16-larknb.ipynb | 19876 |
3006d326442a9f4dd2ba61370cc2d37e | _snippet.py | application/x-python | Python | https://gist.githubusercontent.com/tonyfast/3006d326442a9f4dd2ba61370cc2d37e/raw/c9df7ae9cdf85886e4e40650d28f127ec47256ea/_snippet.py | 1844 |
d8ed2e33c5f70ad3b8340d4cf6cace21 | 2022-07-16-list-of-urls-py-md.ipynb | text/plain | Jupyter Notebook | https://gist.githubusercontent.com/tonyfast/d8ed2e33c5f70ad3b8340d4cf6cace21/raw/e614842133dec8853c3c23feccef6af9f34b048a/2022-07-16-list-of-urls-py-md.ipynb | 16111 |
6c236af7dcaa87fc012f31b720575dd7 | 2022-06-28-.ipynb | text/plain | Jupyter Notebook | https://gist.githubusercontent.com/tonyfast/6c236af7dcaa87fc012f31b720575dd7/raw/0003c0747a1b1f91865e9e8e690c807c55d8bef4/2022-06-28-.ipynb | 22890 |
1ddcdce4eab431a8227be352d4c5a57b | 2021-12-15-a11y-highlights.md.ipynb | text/plain | Jupyter Notebook | https://gist.githubusercontent.com/tonyfast/1ddcdce4eab431a8227be352d4c5a57b/raw/edc53fda384c46a14ff3f423a4020208bc49d0d9/2021-12-15-a11y-highlights.md.ipynb | 446103 |
df99b18e240d43c8b966aeb0a6e5a0d8 | 2021-12-15-a11y-highlights.md.ipynb | text/plain | Jupyter Notebook | https://gist.githubusercontent.com/tonyfast/df99b18e240d43c8b966aeb0a6e5a0d8/raw/3d3a066eb0b3663f2b52b456a7c04cb1ba3138af/2021-12-15-a11y-highlights.md.ipynb | 436488 |
4cec811eb02f0107dc77f7da564657a2 | 2021-12-15-a11y-highlights.md.ipynb | text/plain | Jupyter Notebook | https://gist.githubusercontent.com/tonyfast/4cec811eb02f0107dc77f7da564657a2/raw/d9c7d867045149ea06d6b150c40f0b7b410cac96/2021-12-15-a11y-highlights.md.ipynb | 446103 |
bec93ba06cb420d58db3b1a4656e05b7 | 2021-12-15-a11y-highlights.md.ipynb | text/plain | Jupyter Notebook | https://gist.githubusercontent.com/tonyfast/bec93ba06cb420d58db3b1a4656e05b7/raw/39c2f5f37455f3cebee7811be5e5a32ce3e0d25c/2021-12-15-a11y-highlights.md.ipynb | 444956 |
121f22a609d142992bf081bda7a875f7 | 2021-10-13-gannt.ipynb | text/plain | Jupyter Notebook | https://gist.githubusercontent.com/tonyfast/121f22a609d142992bf081bda7a875f7/raw/92993005ec23d85500b1f035e1185ffe56052ca2/2021-10-13-gannt.ipynb | 111977 |
e2cae138e4bb043cd277709ff45ba8a3 | 2021-10-11-colorizing.ipynb | text/plain | Jupyter Notebook | https://gist.githubusercontent.com/tonyfast/e2cae138e4bb043cd277709ff45ba8a3/raw/15393db863cbe04693ac1bb9604d43e731baff79/2021-10-11-colorizing.ipynb | 54416 |
f34f1fc4454de5e61b6ed55a6736071c | 2021-10-08-distributions-dataframe.ipynb | text/plain | Jupyter Notebook | https://gist.githubusercontent.com/tonyfast/f34f1fc4454de5e61b6ed55a6736071c/raw/32cfd4aded9a98a9a6818f5295672acd1dcde232/2021-10-08-distributions-dataframe.ipynb | 22674 |
0d5cbee1f3b4aac205e9ddd407d0f4dc | 2021-10-03-pd-calendar.ipynb | text/plain | Jupyter Notebook | https://gist.githubusercontent.com/tonyfast/0d5cbee1f3b4aac205e9ddd407d0f4dc/raw/4a5a73eb2577829a8d77fe6fb7be5404f97af326/2021-10-03-pd-calendar.ipynb | 89667 |
0d5cbee1f3b4aac205e9ddd407d0f4dc | requirements.txt | text/plain | Text | https://gist.githubusercontent.com/tonyfast/0d5cbee1f3b4aac205e9ddd407d0f4dc/raw/031449f75c4e2e7dfe4d58525ae69ddce1e9693b/requirements.txt | 15 |
cf3a246202f177500d47146303bdc235 | 2021-10-01-drum-machine.ipynb | text/plain | Jupyter Notebook | https://gist.githubusercontent.com/tonyfast/cf3a246202f177500d47146303bdc235/raw/7508496e07a11dc6f3eb6d3490c140d35ac7d6f3/2021-10-01-drum-machine.ipynb | 3755 |
cf3a246202f177500d47146303bdc235 | requirements.txt | text/plain | Text | https://gist.githubusercontent.com/tonyfast/cf3a246202f177500d47146303bdc235/raw/03d0f8c03a3106861fa3646e311cd573662dac5c/requirements.txt | 17 |
d68fbc171ebe00055225e97472ef91d2 | 2021-09-27-doit-widget.ipynb | text/plain | Jupyter Notebook | https://gist.githubusercontent.com/tonyfast/d68fbc171ebe00055225e97472ef91d2/raw/51f2186f0c06072d1f8be3c0f81cf7a46b1707fc/2021-09-27-doit-widget.ipynb | 91056 |
d68fbc171ebe00055225e97472ef91d2 | requirements.txt | text/plain | Text | https://gist.githubusercontent.com/tonyfast/d68fbc171ebe00055225e97472ef91d2/raw/7c4090b962c8b1e6c658a09a2894966c29005879/requirements.txt | 15 |
3e259e5033c7a284016cae9382d84415 | 2021-09-20-pandas-one-liner.ipynb | text/plain | Jupyter Notebook | https://gist.githubusercontent.com/tonyfast/3e259e5033c7a284016cae9382d84415/raw/4dc1f8efb8500816bb22e19c929c6b7ac534b423/2021-09-20-pandas-one-liner.ipynb | 13494 |
378c801a3a80e61be39022acaab6331d | 2021-09-08-traceback-format.ipynb | text/plain | Jupyter Notebook | https://gist.githubusercontent.com/tonyfast/378c801a3a80e61be39022acaab6331d/raw/74d78a2d38a6c11c3b3d6b440405a75ff5c954ed/2021-09-08-traceback-format.ipynb | 6801 |
1be9012678ecad1cea26514ad7cf709e | jupyter_config.py | application/x-python | Python | https://gist.githubusercontent.com/tonyfast/1be9012678ecad1cea26514ad7cf709e/raw/a053dc78f9247f3ca233b15e4f86eb65b3af85e5/jupyter_config.py | 1367 |
1be9012678ecad1cea26514ad7cf709e | readme.md | text/markdown | Markdown | https://gist.githubusercontent.com/tonyfast/1be9012678ecad1cea26514ad7cf709e/raw/531d35f146716da5824c573c629695aa5d5d1122/readme.md | 143 |
279bdf4430e8ed55bcbb0064877dc066 | editting.ipynb | text/plain | Jupyter Notebook | https://gist.githubusercontent.com/tonyfast/279bdf4430e8ed55bcbb0064877dc066/raw/6f8284199c5bb7bce67d611436b74c48707733c1/editting.ipynb | 21660 |
d01a0248979b21c9484d0827e04c0e68 | generate-alt-text.ipynb | text/plain | Jupyter Notebook | https://gist.githubusercontent.com/tonyfast/d01a0248979b21c9484d0827e04c0e68/raw/9c1ebb8ff4ca0b3fd41963e48e28e77f06dacfa0/generate-alt-text.ipynb | 43368 |
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0c0b11c8e69bc8d38611ec6ac1fddbd2 | readyou.ipynb | text/plain | Jupyter Notebook | https://gist.githubusercontent.com/tonyfast/0c0b11c8e69bc8d38611ec6ac1fddbd2/raw/751c23aa68602181c27e3fab8b466d39a888fb62/readyou.ipynb | 3820 |
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0035d132c0c9162de4b3e66e3d596334 | suggest-changes-pr.ipynb | text/plain | Jupyter Notebook | https://gist.githubusercontent.com/tonyfast/0035d132c0c9162de4b3e66e3d596334/raw/2d4df2936624f60e4b5506f3dc07d11072d27425/suggest-changes-pr.ipynb | 709746 |
cbeb91729e94c785f6c50c6c434455f0 | doit-requires.ipynb | text/plain | Jupyter Notebook | https://gist.githubusercontent.com/tonyfast/cbeb91729e94c785f6c50c6c434455f0/raw/1eb6403947cafc2ccb362a019da3e389e27035f5/doit-requires.ipynb | 5494 |
bd97099fb9f932a6402e5c6161f14748 | arrays.ipynb | text/plain | Jupyter Notebook | https://gist.githubusercontent.com/tonyfast/bd97099fb9f932a6402e5c6161f14748/raw/1a0ac540d148cf1a6aadccab1f5c096f9f3cc884/arrays.ipynb | 4030 |
bd97099fb9f932a6402e5c6161f14748 | readme.md | text/markdown | Markdown | https://gist.githubusercontent.com/tonyfast/bd97099fb9f932a6402e5c6161f14748/raw/1e4235935656637ab2b1932ac09f2ea62d24da6a/readme.md | 27 |
c040b39d6149ef4fa57343f073dbde38 | publishing.ipynb | text/plain | Jupyter Notebook | https://gist.githubusercontent.com/tonyfast/c040b39d6149ef4fa57343f073dbde38/raw/359cb6228e2ba4c6be8652de2679e31a5d0085b2/publishing.ipynb | 4779 |
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we were curious about the verbosity of the aria sort buttons. so we made a table with less columns to see if that was the culprit, but we left with future exploration to do.
files[["filename"]].style.set_caption(
"a table with two columns to test the sorting buttons"
)
filename | |
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id | |
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713ae6c57602c0f85d011421b20d5ea0 | BinaryExamples.ipynb |
c004044b4fe641735031ecf2069cf595 | aom.json |
e17946facd998a931527467d646cc822 | README.md |
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c8e19ffb2b85f5bf6f5a4b6e76c327cd | abc.py |
4e33098a9f3a50805ad99d08e96825a6 | graph shit.py |
243d7758d659c406f6e12cbd7b045384 | hide_empty_outputs.html |
42612252e0ed0df02f811932becd8241 | 2022-12-01-1.ipynb |
abc7748fcc84177b59156d156132aabb | lua.py |
d9842e69957895a883203101d32053c5 | 2022-09-18-static-notebook-tags.ipynb |
d3aa6592100eb30d7ec9efcb3b3efb06 | details-summary.ipynb |
146153f37825c9a0d078027c141823c5 | 2022-08-05-iris-demo.ipynb |
ef00eeb40ce268ff68cc7d606437ac6c | nbval triggers |
1172d78b9a9a9738c8be759d304220e4 | 2022-07-17-shebang-magic.ipynb |
3006d326442a9f4dd2ba61370cc2d37e | 2022-07-16-larknb.ipynb |
3006d326442a9f4dd2ba61370cc2d37e | _snippet.py |
d8ed2e33c5f70ad3b8340d4cf6cace21 | 2022-07-16-list-of-urls-py-md.ipynb |
6c236af7dcaa87fc012f31b720575dd7 | 2022-06-28-.ipynb |
1ddcdce4eab431a8227be352d4c5a57b | 2021-12-15-a11y-highlights.md.ipynb |
df99b18e240d43c8b966aeb0a6e5a0d8 | 2021-12-15-a11y-highlights.md.ipynb |
4cec811eb02f0107dc77f7da564657a2 | 2021-12-15-a11y-highlights.md.ipynb |
bec93ba06cb420d58db3b1a4656e05b7 | 2021-12-15-a11y-highlights.md.ipynb |
121f22a609d142992bf081bda7a875f7 | 2021-10-13-gannt.ipynb |
e2cae138e4bb043cd277709ff45ba8a3 | 2021-10-11-colorizing.ipynb |
f34f1fc4454de5e61b6ed55a6736071c | 2021-10-08-distributions-dataframe.ipynb |
0d5cbee1f3b4aac205e9ddd407d0f4dc | 2021-10-03-pd-calendar.ipynb |
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cf3a246202f177500d47146303bdc235 | requirements.txt |
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3e259e5033c7a284016cae9382d84415 | 2021-09-20-pandas-one-liner.ipynb |
378c801a3a80e61be39022acaab6331d | 2021-09-08-traceback-format.ipynb |
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520e34998e3040d1fcda740543d7d6e0 | gcxs_blogpost.ipynb |
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a699b67a4c6625a6c0b4eb7eb06d3bff | test_states.ipynb |
cfb55f41f5452ef33ec6fbb4e0bda991 | doctest-myst.ipynb |
357b09758b5fb0f31fd2c0e7f7cf3967 | readme.ipynb |
e0468f0decb0a454d8fae4de8511d794 | df-df-api.ipynb |
292377ff60690bff0bf866e93a36eaf2 | reprish.ipynb |
c72d948631f3d38702d2876942ceb57e | custom_repr.ipynb |