'3.12.6 | packaged by conda-forge | (main, Sep 30 2024, 18:08:52) [GCC 13.3.0]'La partie GeoPandas a évolué récemment. Vous pouvez retrouver les contenus liés à GeoPandas dans le chapitre suivant (éléments magistraux et exercices):
Informations additionnelles
environment files have been tested on.
Latest built version: 2025-01-15
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 |
| anyio | 4.8.0 |
| 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 | 0.20.0 |
| 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 | 2.0.10 |
| cytoolz | 1.0.0 |
| dask | 2024.9.1 |
| dask-expr | 1.1.15 |
| databricks-sdk | 0.33.0 |
| dataclasses-json | 0.6.7 |
| 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 | 2.0.0 |
| exceptiongroup | 1.2.2 |
| executing | 2.1.0 |
| fastexcel | 0.11.6 |
| fastjsonschema | 2.21.1 |
| 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 |
| 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 |
| h11 | 0.14.0 |
| h2 | 4.1.0 |
| hpack | 4.0.0 |
| htmltools | 0.6.0 |
| httpcore | 1.0.7 |
| httpx | 0.28.1 |
| httpx-sse | 0.4.0 |
| hyperframe | 6.0.1 |
| idna | 3.10 |
| imageio | 2.36.1 |
| importlib_metadata | 8.5.0 |
| importlib_resources | 6.4.5 |
| inflate64 | 1.0.1 |
| 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 |
| langchain | 0.3.14 |
| langchain-community | 0.3.9 |
| langchain-core | 0.3.29 |
| langchain-text-splitters | 0.3.5 |
| langcodes | 3.5.0 |
| langsmith | 0.1.147 |
| language_data | 1.3.0 |
| lazy_loader | 0.4 |
| libmambapy | 1.5.9 |
| locket | 1.0.0 |
| loguru | 0.7.3 |
| 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 |
| marshmallow | 3.25.1 |
| 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 | 1.0.11 |
| mypy-extensions | 1.0.0 |
| narwhals | 1.22.0 |
| 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 |
| orjson | 3.10.14 |
| 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 | 5.1.0 |
| 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 | 1.0.3 |
| pycosat | 0.6.6 |
| pycparser | 2.22 |
| pycryptodomex | 3.21.0 |
| pydantic | 2.10.5 |
| pydantic_core | 2.27.2 |
| pydantic-settings | 2.7.1 |
| 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 | 1.1.1 |
| 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 | 1.4.3 |
| referencing | 0.35.1 |
| regex | 2024.9.11 |
| requests | 2.32.3 |
| requests-cache | 1.2.1 |
| requests-toolbelt | 1.0.0 |
| retrying | 1.3.4 |
| rich | 13.9.4 |
| rpds-py | 0.22.3 |
| 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 | 7.1.0 |
| smmap | 5.0.0 |
| sniffio | 1.3.1 |
| 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 | 2.5.0 |
| 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 | 2025.1.10 |
| toolz | 1.0.0 |
| topojson | 1.9 |
| tornado | 6.4.1 |
| tqdm | 4.66.5 |
| traitlets | 5.14.3 |
| truststore | 0.9.2 |
| typer | 0.15.1 |
| typing_extensions | 4.12.2 |
| typing-inspect | 0.9.0 |
| 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 |
|---|---|---|---|
| 91bfa52 | 2024-05-27 15:01:32 | Lino Galiana | Restructuration partie geopandas (#500) |
| c80ffa8 | 2024-04-06 16:12:43 | linogaliana | Problem with geopandas |
| 3f7fff1 | 2024-04-06 13:55:28 | Lino Galiana | Update 03_geopandas_TP.qmd |
| e57f9cc | 2024-04-06 13:12:25 | Lino Galiana | Retire commentaire inutile |
| 8c316d0 | 2024-04-05 19:00:59 | Lino Galiana | Fix cartiflette deprecated snippets (#487) |
| ce33d5d | 2024-01-16 15:47:22 | Lino Galiana | Adapte les exemples de code de cartiflette (#482) |
| 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) |
| 1f23de2 | 2023-12-01 17:25:36 | Lino Galiana | Stockage des images sur S3 (#466) |
| 09654c7 | 2023-11-14 15:16:44 | Antoine Palazzolo | Suggestions Git & Visualisation (#449) |
| 889a71b | 2023-11-10 11:40:51 | Antoine Palazzolo | Modification TP 3 (#443) |
| 8728352 | 2023-10-24 11:50:08 | Lino Galiana | Correction coquilles geopandas (#444) |
| 8071bbb | 2023-10-23 17:43:37 | tomseimandi | Make minor changes to 02b, 03, 04a (#440) |
| 102ce9f | 2023-10-22 11:39:37 | Thomas Faria | Relecture Thomas, première partie (#438) |
| e918be6 | 2023-10-09 12:39:31 | linogaliana | change featured |
| f8831e7 | 2023-10-09 10:53:34 | Lino Galiana | Relecture antuki geopandas (#429) |
| 20432f7 | 2023-09-27 15:31:22 | Lino Galiana | Restructure le TP GeoPandas (#414) |
| 338c07e | 2023-09-26 13:44:45 | linogaliana | eval false |
| 154f09e | 2023-09-26 14:59:11 | Antoine Palazzolo | Des typos corrigées par Antoine (#411) |
| 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) |
| 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) |
| bdf396d | 2023-06-11 17:22:29 | Lino Galiana | update geopandas part for pandas v2 (#360) |
| 3912a7e | 2023-02-07 17:18:25 | Lino Galiana | Back to IGN provider (#350) |
| 3b8715e | 2022-12-11 18:52:23 | Lino Galiana | TP geopandas (#333) |
| 2e215a9 | 2022-10-28 14:35:09 | Lino Galiana | Solve problem geopandas TP (#309) |
| f394b23 | 2022-10-13 14:32:05 | Lino Galiana | Dernieres modifs geopandas (#298) |
| af763cc | 2022-10-12 10:17:56 | Lino Galiana | Reprise exercice geopandas (#294) |
| 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) |
| 735e677 | 2021-10-19 09:46:12 | Lino Galiana | Règle problème des cartes qui s’affichent pas (#165) |
| 5ad057f | 2021-10-10 15:13:16 | Lino Galiana | Relectures pandas & geopandas (#159) |
| 2e4d586 | 2021-09-02 12:03:39 | Lino Galiana | Simplify badges generation (#130) |
| 80877d2 | 2021-06-28 11:34:24 | Lino Galiana | Ajout d’un exercice de NLP à partir openfood database (#98) |
| 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) |
| badc492 | 2020-09-22 18:36:33 | Lino Galiana | Finalize geopandas section (#48) |
| 15b7dad | 2020-09-18 11:03:41 | Lino Galiana | Finalisation TP geopandas (#33) |
| ffb05cf | 2020-09-10 17:18:15 | Lino Galiana | Partie sur les données spatiales (#20) :warning: pas fini |
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.