geopandas intro

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README.md

GeoPandas

create-env.yaml

name: geopandas-intro
channels:
  - conda-forge
dependencies:
  - python>=3.11
  - geopandas>=0.11.2
  - pandas>=2.0
  - pyarrow
  - numpy
  - cartopy
  - shapely>=2.0.1
  - libpysal # to get example
  - rasterio # to read tif
  - contextily # use geo tiles
  - geoplot # (notice: maitainance mode)
  - osmnx
  - folium
  - matplotlib
  - jupyterlab

environment-export.yaml

name: geopandas-intro
channels:
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  - pycparser=2.21=pyhd8ed1ab_0
  - pygments=2.15.1=pyhd8ed1ab_0
  - pyopenssl=23.1.1=pyhd8ed1ab_0
  - pyparsing=3.0.9=pyhd8ed1ab_0
  - pyproj=3.5.0=py311h945b3ca_0
  - pyqt=5.15.7=py311ha74522f_3
  - pyqt5-sip=12.11.0=py311hcafe171_3
  - pyrsistent=0.19.3=py311h2582759_0
  - pyshp=2.3.1=pyhd8ed1ab_0
  - pysocks=1.7.1=pyha2e5f31_6
  - python=3.11.3=h2755cc3_0_cpython
  - python-dateutil=2.8.2=pyhd8ed1ab_0
  - python-fastjsonschema=2.16.3=pyhd8ed1ab_0
  - python-json-logger=2.0.7=pyhd8ed1ab_0
  - python-tzdata=2023.3=pyhd8ed1ab_0
  - python_abi=3.11=3_cp311
  - pytz=2023.3=pyhd8ed1ab_0
  - pyyaml=6.0=py311hd4cff14_5
  - pyzmq=25.0.2=py311hd6ccaeb_0
  - qt-main=5.15.8=h67dfc38_7
  - rasterio=1.3.6=py311h567e639_0
  - re2=2023.02.02=hcb278e6_0
  - readline=8.2=h8228510_1
  - requests=2.28.2=pyhd8ed1ab_1
  - rfc3339-validator=0.1.4=pyhd8ed1ab_0
  - rfc3986-validator=0.1.1=pyh9f0ad1d_0
  - rtree=1.0.1=py311h3bb2b0f_1
  - s2n=1.3.41=h3358134_0
  - scikit-learn=1.2.2=py311h103fc68_1
  - scipy=1.10.1=py311h8e6699e_0
  - seaborn-base=0.12.2=pyhd8ed1ab_0
  - send2trash=1.8.0=pyhd8ed1ab_0
  - setuptools=67.7.1=pyhd8ed1ab_0
  - shapely=2.0.1=py311h54d622a_1
  - sip=6.7.9=py311hb755f60_0
  - six=1.16.0=pyh6c4a22f_0
  - snappy=1.1.10=h9fff704_0
  - sniffio=1.3.0=pyhd8ed1ab_0
  - snuggs=1.4.7=py_0
  - soupsieve=2.3.2.post1=pyhd8ed1ab_0
  - sqlite=3.40.0=h4ff8645_1
  - stack_data=0.6.2=pyhd8ed1ab_0
  - terminado=0.17.1=pyh41d4057_0
  - threadpoolctl=3.1.0=pyh8a188c0_0
  - tiledb=2.13.2=hd532e3d_0
  - tinycss2=1.2.1=pyhd8ed1ab_0
  - tk=8.6.12=h27826a3_0
  - toml=0.10.2=pyhd8ed1ab_0
  - tomli=2.0.1=pyhd8ed1ab_0
  - tornado=6.3=py311h2582759_0
  - traitlets=5.9.0=pyhd8ed1ab_0
  - typing-extensions=4.5.0=hd8ed1ab_0
  - typing_extensions=4.5.0=pyha770c72_0
  - tzcode=2023c=h0b41bf4_0
  - tzdata=2023c=h71feb2d_0
  - ucx=1.14.0=h8c404fb_1
  - urllib3=1.26.15=pyhd8ed1ab_0
  - wcwidth=0.2.6=pyhd8ed1ab_0
  - webencodings=0.5.1=py_1
  - websocket-client=1.5.1=pyhd8ed1ab_0
  - wheel=0.40.0=pyhd8ed1ab_0
  - xcb-util=0.4.0=h516909a_0
  - xcb-util-image=0.4.0=h166bdaf_0
  - xcb-util-keysyms=0.4.0=h516909a_0
  - xcb-util-renderutil=0.3.9=h166bdaf_0
  - xcb-util-wm=0.4.1=h516909a_0
  - xerces-c=3.2.4=h55805fa_1
  - xkeyboard-config=2.38=h0b41bf4_0
  - xorg-kbproto=1.0.7=h7f98852_1002
  - xorg-libice=1.0.10=h7f98852_0
  - xorg-libsm=1.2.3=hd9c2040_1000
  - xorg-libx11=1.8.4=h0b41bf4_0
  - xorg-libxau=1.0.9=h7f98852_0
  - xorg-libxdmcp=1.1.3=h7f98852_0
  - xorg-libxext=1.3.4=h0b41bf4_2
  - xorg-libxrender=0.9.10=h7f98852_1003
  - xorg-renderproto=0.11.1=h7f98852_1002
  - xorg-xextproto=7.3.0=h0b41bf4_1003
  - xorg-xf86vidmodeproto=2.3.1=h7f98852_1002
  - xorg-xproto=7.0.31=h7f98852_1007
  - xyzservices=2023.2.0=pyhd8ed1ab_0
  - xz=5.2.6=h166bdaf_0
  - y-py=0.5.9=py311hfe55011_0
  - yaml=0.2.5=h7f98852_2
  - ypy-websocket=0.8.2=pyhd8ed1ab_0
  - zeromq=4.3.4=h9c3ff4c_1
  - zipp=3.15.0=pyhd8ed1ab_0
  - zlib=1.2.13=h166bdaf_4
  - zstd=1.5.2=h3eb15da_6

handson.ipynb

sample-linestrings.geojson

sample-points-unfiltered.geojson

sample-points.geojson

sample-polygons.geojson

sample1.geojson