'3.11.6 | packaged by conda-forge | (main, Oct 3 2023, 10:40:35) [GCC 12.3.0]'
La partie Pandas
a évolué récemment. Vous pouvez retrouver les contenus liés à Pandas
dans les chapitres suivants:
- Introduction à
Pandas
et à la logique du DataFrame ; - Statistiques par groupe et association de plusieurs jeux de données avec
Pandas
;
Informations additionnelles
environment files have been tested on.
Latest built version: 2024-08-29
Python version used:
Package | Version |
---|---|
affine | 2.4.0 |
aiobotocore | 2.12.2 |
aiohttp | 3.9.3 |
aioitertools | 0.11.0 |
aiosignal | 1.3.1 |
alembic | 1.13.1 |
aniso8601 | 9.0.1 |
annotated-types | 0.7.0 |
appdirs | 1.4.4 |
archspec | 0.2.3 |
astroid | 3.1.0 |
asttokens | 2.4.1 |
attrs | 23.2.0 |
babel | 2.16.0 |
bcrypt | 4.1.2 |
beautifulsoup4 | 4.12.3 |
black | 24.8.0 |
blinker | 1.7.0 |
blis | 0.7.11 |
bokeh | 3.4.0 |
boltons | 23.1.1 |
boto3 | 1.34.51 |
botocore | 1.34.51 |
branca | 0.7.1 |
Brotli | 1.1.0 |
cachetools | 5.3.3 |
cartiflette | 0.0.2 |
Cartopy | 0.23.0 |
catalogue | 2.0.10 |
cattrs | 24.1.0 |
certifi | 2024.2.2 |
cffi | 1.16.0 |
charset-normalizer | 3.3.2 |
click | 8.1.7 |
click-plugins | 1.1.1 |
cligj | 0.7.2 |
cloudpathlib | 0.18.1 |
cloudpickle | 3.0.0 |
colorama | 0.4.6 |
comm | 0.2.2 |
commonmark | 0.9.1 |
conda | 24.3.0 |
conda-libmamba-solver | 24.1.0 |
conda-package-handling | 2.2.0 |
conda_package_streaming | 0.9.0 |
confection | 0.1.5 |
contextily | 1.6.1 |
contourpy | 1.2.1 |
cryptography | 42.0.5 |
cycler | 0.12.1 |
cymem | 2.0.8 |
cytoolz | 0.12.3 |
dask | 2024.4.1 |
dask-expr | 1.0.10 |
debugpy | 1.8.1 |
decorator | 5.1.1 |
dill | 0.3.8 |
distributed | 2024.4.1 |
distro | 1.9.0 |
docker | 7.0.0 |
duckdb | 0.10.1 |
en-core-web-sm | 3.7.1 |
entrypoints | 0.4 |
et-xmlfile | 1.1.0 |
exceptiongroup | 1.2.0 |
executing | 2.0.1 |
fastjsonschema | 2.19.1 |
fiona | 1.9.6 |
flake8 | 7.0.0 |
Flask | 3.0.2 |
folium | 0.16.0 |
fontawesomefree | 6.6.0 |
fonttools | 4.51.0 |
frozenlist | 1.4.1 |
fsspec | 2023.12.2 |
GDAL | 3.8.4 |
gensim | 4.3.2 |
geographiclib | 2.0 |
geopandas | 0.12.2 |
geoplot | 0.5.1 |
geopy | 2.4.1 |
gitdb | 4.0.11 |
GitPython | 3.1.43 |
google-auth | 2.29.0 |
graphene | 3.3 |
graphql-core | 3.2.3 |
graphql-relay | 3.2.0 |
graphviz | 0.20.3 |
great-tables | 0.10.0 |
greenlet | 3.0.3 |
gunicorn | 21.2.0 |
htmltools | 0.5.3 |
hvac | 2.1.0 |
idna | 3.6 |
imageio | 2.35.1 |
importlib_metadata | 7.1.0 |
importlib_resources | 6.4.0 |
inflate64 | 1.0.0 |
ipykernel | 6.29.3 |
ipython | 8.22.2 |
ipywidgets | 8.1.2 |
isort | 5.13.2 |
itsdangerous | 2.1.2 |
jedi | 0.19.1 |
Jinja2 | 3.1.3 |
jmespath | 1.0.1 |
joblib | 1.3.2 |
jsonpatch | 1.33 |
jsonpointer | 2.4 |
jsonschema | 4.21.1 |
jsonschema-specifications | 2023.12.1 |
jupyter-cache | 1.0.0 |
jupyter_client | 8.6.1 |
jupyter_core | 5.7.2 |
jupyterlab_widgets | 3.0.10 |
kaleido | 0.2.1 |
kiwisolver | 1.4.5 |
kubernetes | 29.0.0 |
langcodes | 3.4.0 |
language_data | 1.2.0 |
lazy_loader | 0.4 |
libmambapy | 1.5.7 |
llvmlite | 0.42.0 |
locket | 1.0.0 |
lxml | 5.3.0 |
lz4 | 4.3.3 |
Mako | 1.3.2 |
mamba | 1.5.7 |
mapclassify | 2.6.1 |
marisa-trie | 1.2.0 |
Markdown | 3.6 |
markdown-it-py | 3.0.0 |
MarkupSafe | 2.1.5 |
matplotlib | 3.8.3 |
matplotlib-inline | 0.1.6 |
mccabe | 0.7.0 |
mdurl | 0.1.2 |
menuinst | 2.0.2 |
mercantile | 1.2.1 |
mizani | 0.11.4 |
mlflow | 2.11.3 |
mlflow-skinny | 2.11.3 |
msgpack | 1.0.7 |
multidict | 6.0.5 |
multivolumefile | 0.2.3 |
munkres | 1.1.4 |
murmurhash | 1.0.10 |
mypy | 1.9.0 |
mypy-extensions | 1.0.0 |
nbclient | 0.10.0 |
nbformat | 5.10.4 |
nest_asyncio | 1.6.0 |
networkx | 3.3 |
nltk | 3.8.1 |
numba | 0.59.1 |
numpy | 1.26.4 |
oauthlib | 3.2.2 |
opencv-python-headless | 4.9.0.80 |
openpyxl | 3.1.5 |
OWSLib | 0.28.1 |
packaging | 23.2 |
pandas | 2.2.1 |
paramiko | 3.4.0 |
parso | 0.8.4 |
partd | 1.4.1 |
pathspec | 0.12.1 |
patsy | 0.5.6 |
Pebble | 5.0.7 |
pexpect | 4.9.0 |
pickleshare | 0.7.5 |
pillow | 10.3.0 |
pip | 24.0 |
pkgutil_resolve_name | 1.3.10 |
platformdirs | 4.2.0 |
plotly | 5.19.0 |
plotnine | 0.13.6 |
pluggy | 1.4.0 |
polars | 0.20.31 |
preshed | 3.0.9 |
prometheus_client | 0.20.0 |
prometheus-flask-exporter | 0.23.0 |
prompt-toolkit | 3.0.42 |
protobuf | 4.25.3 |
psutil | 5.9.8 |
ptyprocess | 0.7.0 |
pure-eval | 0.2.2 |
py7zr | 0.20.8 |
pyarrow | 15.0.0 |
pyarrow-hotfix | 0.6 |
pyasn1 | 0.5.1 |
pyasn1-modules | 0.3.0 |
pybcj | 1.0.2 |
pycodestyle | 2.11.1 |
pycosat | 0.6.6 |
pycparser | 2.21 |
pycryptodomex | 3.20.0 |
pydantic | 2.8.2 |
pydantic_core | 2.20.1 |
pyflakes | 3.2.0 |
Pygments | 2.17.2 |
PyJWT | 2.8.0 |
pylint | 3.1.0 |
PyNaCl | 1.5.0 |
pynsee | 0.1.8 |
pyOpenSSL | 24.0.0 |
pyparsing | 3.1.2 |
pyppmd | 1.1.0 |
pyproj | 3.6.1 |
pyshp | 2.3.1 |
PySocks | 1.7.1 |
python-dateutil | 2.9.0 |
python-dotenv | 1.0.1 |
python-magic | 0.4.27 |
pytz | 2024.1 |
pyu2f | 0.1.5 |
pywaffle | 1.1.1 |
PyYAML | 6.0.1 |
pyzmq | 25.1.2 |
pyzstd | 0.16.1 |
QtPy | 2.4.1 |
querystring-parser | 1.2.4 |
rasterio | 1.3.10 |
referencing | 0.34.0 |
regex | 2023.12.25 |
requests | 2.31.0 |
requests-cache | 1.2.1 |
requests-oauthlib | 2.0.0 |
rich | 13.8.0 |
rpds-py | 0.18.0 |
rsa | 4.9 |
Rtree | 1.2.0 |
ruamel.yaml | 0.18.6 |
ruamel.yaml.clib | 0.2.8 |
s3fs | 2023.12.2 |
s3transfer | 0.10.1 |
scikit-image | 0.24.0 |
scikit-learn | 1.4.1.post1 |
scipy | 1.13.0 |
seaborn | 0.13.2 |
setuptools | 69.2.0 |
shapely | 2.0.3 |
shellingham | 1.5.4 |
six | 1.16.0 |
smart_open | 7.0.4 |
smmap | 5.0.0 |
snuggs | 1.4.7 |
sortedcontainers | 2.4.0 |
soupsieve | 2.5 |
spacy | 3.7.6 |
spacy-legacy | 3.0.12 |
spacy-loggers | 1.0.5 |
SQLAlchemy | 2.0.29 |
sqlparse | 0.4.4 |
srsly | 2.4.8 |
stack-data | 0.6.2 |
statsmodels | 0.14.1 |
tabulate | 0.9.0 |
tblib | 3.0.0 |
tenacity | 8.2.3 |
texttable | 1.7.0 |
thinc | 8.2.5 |
threadpoolctl | 3.4.0 |
tifffile | 2024.8.28 |
tomli | 2.0.1 |
tomlkit | 0.12.4 |
toolz | 0.12.1 |
topojson | 1.9 |
tornado | 6.4 |
tqdm | 4.66.2 |
traitlets | 5.14.2 |
truststore | 0.8.0 |
typer | 0.12.5 |
typing_extensions | 4.11.0 |
tzdata | 2024.1 |
Unidecode | 1.3.8 |
url-normalize | 1.4.3 |
urllib3 | 1.26.18 |
wasabi | 1.1.3 |
wcwidth | 0.2.13 |
weasel | 0.4.1 |
webdriver-manager | 4.0.2 |
websocket-client | 1.7.0 |
Werkzeug | 3.0.2 |
wheel | 0.43.0 |
widgetsnbextension | 4.0.10 |
wordcloud | 1.9.3 |
wrapt | 1.16.0 |
xgboost | 2.0.3 |
xlrd | 2.0.1 |
xyzservices | 2024.4.0 |
yarl | 1.9.4 |
yellowbrick | 1.5 |
zict | 3.0.0 |
zipp | 3.17.0 |
zstandard | 0.22.0 |
View file history
SHA | Date | Author | Description |
---|---|---|---|
e0d615e | 2024-05-03 11:15:29 | Lino Galiana | Restructure la partie Pandas (#497) |
c9f9f8a | 2024-04-24 15:09:35 | Lino Galiana | Dark mode and CSS improvements (#494) |
d75641d | 2024-04-22 18:59:01 | Lino Galiana | Editorialisation des chapitres de manipulation de données (#491) |
c03aa61 | 2024-01-16 17:33:18 | Lino Galiana | Exercice sur les chemins relatifs (#483) |
056c606 | 2023-12-20 20:08:25 | linogaliana | Change pandas image |
005d89b | 2023-12-20 17:23:04 | Lino Galiana | Finalise l’affichage des statistiques Git (#478) |
3fba612 | 2023-12-17 18:16:42 | Lino Galiana | Remove some badges from python (#476) |
1684220 | 2023-12-02 12:06:40 | Antoine Palazzolo | Première partie de relecture de fin du cours (#467) |
1f23de2 | 2023-12-01 17:25:36 | Lino Galiana | Stockage des images sur S3 (#466) |
a06a268 | 2023-11-23 18:23:28 | Antoine Palazzolo | 2ème relectures chapitres ML (#457) |
09654c7 | 2023-11-14 15:16:44 | Antoine Palazzolo | Suggestions Git & Visualisation (#449) |
cef6a0d | 2023-10-18 13:18:46 | Lino Galiana | Allègement des actions github (#437) |
97676f5 | 2023-10-14 17:56:44 | Lino Galiana | Du style pour le site (#434) |
7221e7b | 2023-10-10 14:00:44 | Thomas Faria | Relecture Thomas TD Pandas (#431) |
a771183 | 2023-10-09 11:27:45 | Antoine Palazzolo | Relecture TD2 par Antoine (#418) |
ac80862 | 2023-10-07 21:05:25 | Lino Galiana | Relecture antuki (#427) |
7e03cea | 2023-10-04 14:07:17 | Lino Galiana | Clean pandas tutorial and exercises (#417) |
e8d0062 | 2023-09-26 15:54:49 | Kim A | Relecture KA 25/09/2023 (#412) |
154f09e | 2023-09-26 14:59:11 | Antoine Palazzolo | Des typos corrigées par Antoine (#411) |
9a4e226 | 2023-08-28 17:11:52 | Lino Galiana | Action to check URL still exist (#399) |
8082302 | 2023-08-25 17:48:36 | Lino Galiana | Mise à jour des scripts de construction des notebooks (#395) |
3bdf3b0 | 2023-08-25 11:23:02 | Lino Galiana | Simplification de la structure 🤓 (#393) |
c312bdc | 2023-08-11 18:06:25 | Lino Galiana | A few controls for Quarto website (#389) |
5d4874a | 2023-08-11 15:09:33 | Lino Galiana | Pimp les introductions des trois premières parties (#387) |
dde3e93 | 2023-07-21 22:22:05 | Lino Galiana | Fix bug on chapter order (#385) |
3560f1f | 2023-07-21 17:04:56 | Lino Galiana | Build on smaller sized image (#384) |
f146354 | 2023-07-21 18:15:10 | Lino Galiana | Update index.qmd |
f6dde33 | 2023-07-18 22:32:00 | Lino Galiana | Change badges (#376) |
143e706 | 2023-07-18 19:37:28 | Lino Galiana | Améliore la navigation (#375) |
130ed71 | 2023-07-18 19:37:11 | Lino Galiana | Restructure les titres (#374) |
ef28fef | 2023-07-07 08:14:42 | Lino Galiana | Listing pour la première partie (#369) |
64baaf8 | 2023-07-03 17:05:53 | Lino Galiana | Script for branch deploy (#367) |
f21a24d | 2023-07-02 10:58:15 | Lino Galiana | Pipeline Quarto & Pages 🚀 (#365) |
867325e | 2023-06-11 13:56:43 | Lino Galiana | Add numeric_only argument (#359) |
9918817 | 2022-12-30 15:10:59 | Lino Galiana | Retour sur le chapitre DallE / StableDiffusion (#344) |
94e7c0a | 2022-12-29 09:42:35 | Lino Galiana | pip install pynsee (#342) |
a8dd720 | 2022-12-26 21:35:52 | Lino Galiana | Improve aesthetics on Github (#338) |
e2b53ac | 2022-09-28 17:09:31 | Lino Galiana | Retouche les chapitres pandas (#287) |
eb8f922 | 2022-09-22 17:40:43 | Lino Galiana | Corrige bug TP pandas (#276) |
fd439f0 | 2022-09-19 09:37:50 | avouacr | fix ssp cloud links |
3056d41 | 2022-09-02 12:19:55 | avouacr | fix all SSP Cloud launcher links |
8042a16 | 2022-08-24 16:23:36 | Lino Galiana | Box pour les notebooks :sparkles: (#256) |
494a85a | 2022-08-05 14:49:56 | Lino Galiana | Images featured ✨ (#252) |
d201e3c | 2022-08-03 15:50:34 | Lino Galiana | Pimp la homepage ✨ (#249) |
2360ff7 | 2022-08-02 16:29:57 | Lino Galiana | Test wowchemy update (#247) |
d3a5406 | 2022-06-27 17:44:30 | Lino Galiana | Utilisation test du système de référence de quarto (#240) |
1239e3e | 2022-06-21 14:05:15 | Lino Galiana | Enonces (#239) |
48606dd | 2022-05-31 19:05:11 | Lino Galiana | Amélioration rendu dataframe pandas (#229) |
12965ba | 2022-05-25 15:53:27 | Lino Galiana | :launch: Bascule vers quarto (#226) |
9c71d6e | 2022-03-08 10:34:26 | Lino Galiana | Plus d’éléments sur S3 (#218) |
5cac236 | 2021-12-16 19:46:43 | Lino Galiana | un petit mot sur mercator (#201) |
6777f03 | 2021-10-29 09:38:09 | Lino Galiana | Notebooks corrections (#171) |
2a8809f | 2021-10-27 12:05:34 | Lino Galiana | Simplification des hooks pour gagner en flexibilité et clarté (#166) |
5ad057f | 2021-10-10 15:13:16 | Lino Galiana | Relectures pandas & geopandas (#159) |
4870662 | 2021-10-05 08:29:33 | Romain Avouac | fix and simplify pyinsee install (#157) |
0677932 | 2021-10-03 15:32:51 | Lino Galiana | Ajoute un code pour download pynsee (#156) |
2fa78c9 | 2021-09-27 11:24:19 | Lino Galiana | Relecture de la partie numpy/pandas (#152) |
85ba119 | 2021-09-16 11:27:56 | Lino Galiana | Relectures des TP KA avant 1er cours (#142) |
2f4d390 | 2021-09-02 15:12:29 | Lino Galiana | Utilise un shortcode github (#131) |
2e4d586 | 2021-09-02 12:03:39 | Lino Galiana | Simplify badges generation (#130) |
4a317e3 | 2021-08-31 12:38:17 | Lino Galiana | pynsee pour importer des données Insee 🚀 (#127) |
2f7b52d | 2021-07-20 17:37:03 | Lino Galiana | Improve notebooks automatic creation (#120) |
6729a72 | 2021-06-22 18:07:05 | Lino Galiana | Mise à jour badge onyxia (#115) |
4cdb759 | 2021-05-12 10:37:23 | Lino Galiana | :sparkles: :star2: Nouveau thème hugo :snake: :fire: (#105) |
175d377 | 2021-05-04 18:29:26 | Raphaele Adjerad | Quelques manipulations supplémentaires pandas (#106) |
7f9f97b | 2021-04-30 21:44:04 | Lino Galiana | 🐳 + 🐍 New workflow (docker 🐳) and new dataset for modelization (2020 🇺🇸 elections) (#99) |
0a0d034 | 2021-03-26 20:16:22 | Lino Galiana | Ajout d’une section sur S3 (#97) |
6d010fa | 2020-09-29 18:45:34 | Lino Galiana | Simplifie l’arborescence du site, partie 1 (#57) |
66f9f87 | 2020-09-24 19:23:04 | Lino Galiana | Introduction des figures générées par python dans le site (#52) |
76e206c | 2020-09-09 18:02:08 | Lino Galiana | Finalisation du chapitre pandas (#24) |
5c1e76d | 2020-09-09 11:25:38 | Lino Galiana | Ajout des éléments webscraping, regex, API (#21) |
d48e68f | 2020-09-08 18:35:07 | Lino Galiana | Continuer la partie pandas (#13) |
85365ca | 2020-09-05 14:50:10 | linogaliana | ajout badges onyxia |
611be4d | 2020-09-05 14:27:47 | linogaliana | modifs marginales |
0559398 | 2020-09-05 14:22:55 | linogaliana | modifs marginales |
9c12c2c | 2020-09-04 17:39:09 | Lino Galiana | Introduction à pandas (#11) |
Citation
@book{galiana2023,
author = {Galiana, Lino},
title = {Python pour la data science},
date = {2023},
url = {https://pythonds.linogaliana.fr/},
doi = {10.5281/zenodo.8229676},
langid = {fr}
}