'3.12.6 | packaged by conda-forge | (main, Sep 30 2024, 18:08:52) [GCC 13.3.0]'
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: 2024-10-12
Python version used:
Package | Version |
---|---|
affine | 2.4.0 |
aiobotocore | 2.15.1 |
aiohappyeyeballs | 2.4.3 |
aiohttp | 3.10.8 |
aioitertools | 0.12.0 |
aiosignal | 1.3.1 |
alembic | 1.13.3 |
altair | 5.4.1 |
aniso8601 | 9.0.1 |
annotated-types | 0.7.0 |
appdirs | 1.4.4 |
archspec | 0.2.3 |
asttokens | 2.4.1 |
attrs | 24.2.0 |
babel | 2.16.0 |
bcrypt | 4.2.0 |
beautifulsoup4 | 4.12.3 |
black | 24.8.0 |
blinker | 1.8.2 |
blis | 0.7.11 |
bokeh | 3.5.2 |
boltons | 24.0.0 |
boto3 | 1.35.23 |
botocore | 1.35.23 |
branca | 0.7.2 |
Brotli | 1.1.0 |
cachetools | 5.5.0 |
cartiflette | 0.0.2 |
Cartopy | 0.24.1 |
catalogue | 2.0.10 |
cattrs | 24.1.2 |
certifi | 2024.8.30 |
cffi | 1.17.1 |
charset-normalizer | 3.3.2 |
click | 8.1.7 |
click-plugins | 1.1.1 |
cligj | 0.7.2 |
cloudpathlib | 0.19.0 |
cloudpickle | 3.0.0 |
colorama | 0.4.6 |
comm | 0.2.2 |
commonmark | 0.9.1 |
conda | 24.9.1 |
conda-libmamba-solver | 24.7.0 |
conda-package-handling | 2.3.0 |
conda_package_streaming | 0.10.0 |
confection | 0.1.5 |
contextily | 1.6.2 |
contourpy | 1.3.0 |
cryptography | 43.0.1 |
cycler | 0.12.1 |
cymem | 2.0.8 |
cytoolz | 1.0.0 |
dask | 2024.9.1 |
dask-expr | 1.1.15 |
databricks-sdk | 0.33.0 |
debugpy | 1.8.6 |
decorator | 5.1.1 |
Deprecated | 1.2.14 |
diskcache | 5.6.3 |
distributed | 2024.9.1 |
distro | 1.9.0 |
docker | 7.1.0 |
duckdb | 0.10.1 |
en-core-web-sm | 3.7.1 |
entrypoints | 0.4 |
et-xmlfile | 1.1.0 |
exceptiongroup | 1.2.2 |
executing | 2.1.0 |
fastexcel | 0.11.6 |
fastjsonschema | 2.20.0 |
fiona | 1.10.1 |
Flask | 3.0.3 |
folium | 0.17.0 |
fontawesomefree | 6.6.0 |
fonttools | 4.54.1 |
frozendict | 2.4.4 |
frozenlist | 1.4.1 |
fsspec | 2023.12.2 |
gensim | 4.3.2 |
geographiclib | 2.0 |
geopandas | 1.0.1 |
geoplot | 0.5.1 |
geopy | 2.4.1 |
gitdb | 4.0.11 |
GitPython | 3.1.43 |
google-auth | 2.35.0 |
graphene | 3.3 |
graphql-core | 3.2.4 |
graphql-relay | 3.2.0 |
graphviz | 0.20.3 |
great-tables | 0.12.0 |
greenlet | 3.1.1 |
gunicorn | 22.0.0 |
h2 | 4.1.0 |
hpack | 4.0.0 |
htmltools | 0.5.3 |
hyperframe | 6.0.1 |
idna | 3.10 |
imageio | 2.35.1 |
importlib_metadata | 8.5.0 |
importlib_resources | 6.4.5 |
inflate64 | 1.0.0 |
ipykernel | 6.29.5 |
ipython | 8.28.0 |
itsdangerous | 2.2.0 |
jedi | 0.19.1 |
Jinja2 | 3.1.4 |
jmespath | 1.0.1 |
joblib | 1.4.2 |
jsonpatch | 1.33 |
jsonpointer | 3.0.0 |
jsonschema | 4.23.0 |
jsonschema-specifications | 2024.10.1 |
jupyter-cache | 1.0.0 |
jupyter_client | 8.6.3 |
jupyter_core | 5.7.2 |
kaleido | 0.2.1 |
kiwisolver | 1.4.7 |
langcodes | 3.4.1 |
language_data | 1.2.0 |
lazy_loader | 0.4 |
libmambapy | 1.5.9 |
locket | 1.0.0 |
lxml | 5.3.0 |
lz4 | 4.3.3 |
Mako | 1.3.5 |
mamba | 1.5.9 |
mapclassify | 2.8.1 |
marisa-trie | 1.2.1 |
Markdown | 3.6 |
markdown-it-py | 3.0.0 |
MarkupSafe | 2.1.5 |
matplotlib | 3.9.2 |
matplotlib-inline | 0.1.7 |
mdurl | 0.1.2 |
menuinst | 2.1.2 |
mercantile | 1.2.1 |
mizani | 0.11.4 |
mlflow | 2.16.2 |
mlflow-skinny | 2.16.2 |
msgpack | 1.1.0 |
multidict | 6.1.0 |
multivolumefile | 0.2.3 |
munkres | 1.1.4 |
murmurhash | 1.0.10 |
mypy-extensions | 1.0.0 |
narwhals | 1.9.3 |
nbclient | 0.10.0 |
nbformat | 5.10.4 |
nest_asyncio | 1.6.0 |
networkx | 3.3 |
nltk | 3.9.1 |
numpy | 1.26.4 |
opencv-python-headless | 4.10.0.84 |
openpyxl | 3.1.5 |
opentelemetry-api | 1.16.0 |
opentelemetry-sdk | 1.16.0 |
opentelemetry-semantic-conventions | 0.37b0 |
OWSLib | 0.28.1 |
packaging | 24.1 |
pandas | 2.2.3 |
paramiko | 3.5.0 |
parso | 0.8.4 |
partd | 1.4.2 |
pathspec | 0.12.1 |
patsy | 0.5.6 |
Pebble | 5.0.7 |
pexpect | 4.9.0 |
pickleshare | 0.7.5 |
pillow | 10.4.0 |
pip | 24.2 |
platformdirs | 4.3.6 |
plotly | 5.24.1 |
plotnine | 0.13.6 |
pluggy | 1.5.0 |
polars | 1.8.2 |
preshed | 3.0.9 |
prometheus_client | 0.21.0 |
prometheus_flask_exporter | 0.23.1 |
prompt_toolkit | 3.0.48 |
protobuf | 4.25.3 |
psutil | 6.0.0 |
ptyprocess | 0.7.0 |
pure_eval | 0.2.3 |
py7zr | 0.20.8 |
pyarrow | 17.0.0 |
pyarrow-hotfix | 0.6 |
pyasn1 | 0.6.1 |
pyasn1_modules | 0.4.1 |
pybcj | 1.0.2 |
pycosat | 0.6.6 |
pycparser | 2.22 |
pycryptodomex | 3.21.0 |
pydantic | 2.9.2 |
pydantic_core | 2.23.4 |
Pygments | 2.18.0 |
PyNaCl | 1.5.0 |
pynsee | 0.1.8 |
pyogrio | 0.10.0 |
pyOpenSSL | 24.2.1 |
pyparsing | 3.1.4 |
pyppmd | 1.1.0 |
pyproj | 3.7.0 |
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 | 6.0.2 |
pyzmq | 26.2.0 |
pyzstd | 0.16.2 |
querystring_parser | 1.2.4 |
rasterio | 1.4.1 |
referencing | 0.35.1 |
regex | 2024.9.11 |
requests | 2.32.3 |
requests-cache | 1.2.1 |
retrying | 1.3.4 |
rich | 13.9.2 |
rpds-py | 0.20.0 |
rsa | 4.9 |
ruamel.yaml | 0.18.6 |
ruamel.yaml.clib | 0.2.8 |
s3fs | 2023.12.2 |
s3transfer | 0.10.2 |
scikit-image | 0.24.0 |
scikit-learn | 1.5.2 |
scipy | 1.13.0 |
seaborn | 0.13.2 |
setuptools | 74.1.2 |
shapely | 2.0.6 |
shellingham | 1.5.4 |
six | 1.16.0 |
smart-open | 7.0.5 |
smmap | 5.0.0 |
sortedcontainers | 2.4.0 |
soupsieve | 2.5 |
spacy | 3.7.5 |
spacy-legacy | 3.0.12 |
spacy-loggers | 1.0.5 |
SQLAlchemy | 2.0.35 |
sqlparse | 0.5.1 |
srsly | 2.4.8 |
stack-data | 0.6.2 |
statsmodels | 0.14.4 |
tabulate | 0.9.0 |
tblib | 3.0.0 |
tenacity | 9.0.0 |
texttable | 1.7.0 |
thinc | 8.2.5 |
threadpoolctl | 3.5.0 |
tifffile | 2024.9.20 |
toolz | 1.0.0 |
topojson | 1.9 |
tornado | 6.4.1 |
tqdm | 4.66.5 |
traitlets | 5.14.3 |
truststore | 0.9.2 |
typer | 0.12.5 |
typing_extensions | 4.12.2 |
tzdata | 2024.2 |
Unidecode | 1.3.8 |
url-normalize | 1.4.3 |
urllib3 | 1.26.20 |
wasabi | 1.1.3 |
wcwidth | 0.2.13 |
weasel | 0.4.1 |
webdriver-manager | 4.0.2 |
websocket-client | 1.8.0 |
Werkzeug | 3.0.4 |
wheel | 0.44.0 |
wordcloud | 1.9.3 |
wrapt | 1.16.0 |
xgboost | 2.1.1 |
xlrd | 2.0.1 |
xyzservices | 2024.9.0 |
yarl | 1.13.1 |
yellowbrick | 1.5 |
zict | 3.0.0 |
zipp | 3.20.2 |
zstandard | 0.23.0 |
View file history
SHA | Date | Author | Description |
---|---|---|---|
e0d615e | 2024-05-03 11:15:29 | Lino Galiana | Restructure la partie Pandas (#497) |
4d678bf | 2024-04-23 12:09:46 | linogaliana | Typo |
d75641d | 2024-04-22 18:59:01 | Lino Galiana | Editorialisation des chapitres de manipulation de données (#491) |
7298c6c | 2024-04-19 21:34:00 | Lino Galiana | Exercice great_tables (#489) |
c03aa61 | 2024-01-16 17:33:18 | Lino Galiana | Exercice sur les chemins relatifs (#483) |
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) |
889a71b | 2023-11-10 11:40:51 | Antoine Palazzolo | Modification TP 3 (#443) |
8071bbb | 2023-10-23 17:43:37 | tomseimandi | Make minor changes to 02b, 03, 04a (#440) |
df01f01 | 2023-10-10 15:55:04 | Lino Galiana | Menus automatisés (#432) |
7221e7b | 2023-10-10 14:00:44 | Thomas Faria | Relecture Thomas TD Pandas (#431) |
98bb886 | 2023-10-09 11:50:03 | Lino Galiana | typo |
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) |
5ab34aa | 2023-10-04 14:54:20 | Kim A | Relecture Kim pandas & git (#416) |
7e03cea | 2023-10-04 14:07:17 | Lino Galiana | Clean pandas tutorial and exercises (#417) |
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) |
9977c5d | 2023-08-28 10:43:36 | Lino Galiana | Fix bug path pandas (#397) |
a8f90c2 | 2023-08-28 09:26:12 | Lino Galiana | Update featured paths (#396) |
3bdf3b0 | 2023-08-25 11:23:02 | Lino Galiana | Simplification de la structure 🤓 (#393) |
5d4874a | 2023-08-11 15:09:33 | Lino Galiana | Pimp les introductions des trois premières parties (#387) |
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) |
f21a24d | 2023-07-02 10:58:15 | Lino Galiana | Pipeline Quarto & Pages 🚀 (#365) |
3c880d5 | 2022-12-27 17:34:59 | Lino Galiana | Chapitre regex + Change les boites dans plusieurs chapitres (#339) |
89d0798 | 2022-11-02 10:19:58 | Lino Galiana | Ajoute icone aux autres TP (#317) |
a3eadd4 | 2022-11-01 18:51:14 | Romain Avouac | Modèle de notebooks de correction exécutables (#304) |
af763cc | 2022-10-12 10:17:56 | Lino Galiana | Reprise exercice geopandas (#294) |
1ef97df | 2022-10-11 12:14:03 | Lino Galiana | Relecture chapitre geopandas (#289) |
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) |
f10815b | 2022-08-25 16:00:03 | Lino Galiana | Notebooks should now look more beautiful (#260) |
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) |
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) |
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) |
b138cf3 | 2021-10-21 18:05:59 | Lino Galiana | Mise à jour TP webscraping et API (#164) |
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) |
2e4d586 | 2021-09-02 12:03:39 | Lino Galiana | Simplify badges generation (#130) |
bf5ebc5 | 2021-09-01 14:41:17 | Lino Galiana | Fix problem import pynsee (#128) |
4a317e3 | 2021-08-31 12:38:17 | Lino Galiana | pynsee pour importer des données Insee 🚀 (#127) |
4cdb759 | 2021-05-12 10:37:23 | Lino Galiana | :sparkles: :star2: Nouveau thème hugo :snake: :fire: (#105) |
7f9f97b | 2021-04-30 21:44:04 | Lino Galiana | 🐳 + 🐍 New workflow (docker 🐳) and new dataset for modelization (2020 🇺🇸 elections) (#99) |
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) |
4677769 | 2020-09-15 18:19:24 | Lino Galiana | Nettoyage des coquilles pour premiers TP (#37) |
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) |
Citation
BibTeX
@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}
}
Veuillez citer ce travail comme suit :
Galiana, Lino. 2023. Python pour la data science. https://doi.org/10.5281/zenodo.8229676.