diff --git a/pixi.lock b/pixi.lock
index 845a831..1f71d1b 100644
--- a/pixi.lock
+++ b/pixi.lock
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@@ -65,7 +63,7 @@ environments:
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   - aws-c-io >=0.15.2,<0.15.3.0a0
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   - libgcc >=13
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   - aws-c-io >=0.15.2,<0.15.3.0a0
   - aws-checksums >=0.2.2,<0.2.3.0a0
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   - aws-c-io >=0.15.2,<0.15.3.0a0
   - aws-checksums >=0.2.2,<0.2.3.0a0
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   - libstdcxx >=13
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   - libcxx >=18
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   license: Apache-2.0
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   - ucrt >=10.0.20348.0
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   license: Apache-2.0
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   - ucrt >=10.0.20348.0
   - vc >=14.2,<15
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   license: Apache-2.0
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 - conda: https://conda.anaconda.org/conda-forge/linux-64/azure-core-cpp-1.14.0-h5cfcd09_0.conda
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+  - numpydoc ; extra == 'docs'
+  - pandoc ; extra == 'docs'
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+  - sphinxcontrib-bibtex ; extra == 'docs'
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+  - seaborn ; extra == 'notebooks'
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+  - pytest-cov ; extra == 'tests'
+  - pytest-xdist ; extra == 'tests'
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-- conda: https://conda.anaconda.org/conda-forge/win-64/libarrow-substrait-18.1.0-h30d554c_2_cpu.conda
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   license: Apache-2.0
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   - libcblas 3.9.0 25_linux64_openblas
   - blas * openblas
   - liblapacke 3.9.0 25_linux64_openblas
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   license: BSD-3-Clause
   license_family: BSD
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   license_family: BSD
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   - liblapacke 3.9.0 25_win64_mkl
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+  platform: win
   license: BSD-3-Clause
   license_family: BSD
   purls: []
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   - libgcc >=13
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   license_family: MIT
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   - vc >=14.2,<15
   - vc14_runtime >=14.29.30139
+  arch: x86_64
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   license_family: MIT
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   - libgcc >=13
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+  platform: linux
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   - libbrotlicommon 1.1.0 h00291cd_2
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   - vc >=14.2,<15
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   license_family: MIT
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   - libgcc >=13
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   license_family: MIT
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   - vc >=14.2,<15
   - vc14_runtime >=14.29.30139
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+  platform: win
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   license_family: MIT
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   - liblapack 3.9.0 25_linux64_openblas
   - blas * openblas
   - liblapacke 3.9.0 25_linux64_openblas
+  arch: x86_64
+  platform: linux
   license: BSD-3-Clause
   license_family: BSD
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   - liblapacke 3.9.0 25_osx64_openblas
   - blas * openblas
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   - blas * openblas
   - liblapack 3.9.0 25_osxarm64_openblas
   - liblapacke 3.9.0 25_osxarm64_openblas
+  arch: arm64
+  platform: osx
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   - liblapack 3.9.0 25_win64_mkl
   - liblapacke 3.9.0 25_win64_mkl
+  arch: x86_64
+  platform: win
   license: BSD-3-Clause
   license_family: BSD
   purls: []
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   - libllvm19 >=19.1.5,<19.2.0a0
   - libstdcxx >=13
+  arch: x86_64
+  platform: linux
   license: Apache-2.0 WITH LLVM-exception
   license_family: Apache
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   - libllvm19 >=19.1.5,<19.2.0a0
   - libstdcxx >=13
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+  platform: linux
   license: Apache-2.0 WITH LLVM-exception
   license_family: Apache
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   - vc >=14.2,<15
   - vc14_runtime >=14.29.30139
   - zstd >=1.5.6,<1.6.0a0
+  arch: x86_64
+  platform: win
   license: Apache-2.0 WITH LLVM-exception
   license_family: Apache
   purls: []
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   - libstdcxx-ng >=9.4.0
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+  platform: linux
   license: BSD-3-Clause
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   license: BSD-3-Clause
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   - libstdcxx-ng >=12
   - libzlib >=1.2.13,<2.0.0a0
+  arch: x86_64
+  platform: linux
   license: Apache-2.0
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   license_family: MIT
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   - vc >=14.2,<15
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+  arch: x86_64
+  platform: win
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   license: Apache-2.0 WITH LLVM-exception
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   license: LGPL-3.0-or-later
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   size: 155506
   timestamp: 1728177485361
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-  license: PostgreSQL
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   purls: []
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-  timestamp: 1732205108173
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+  timestamp: 1709239971654
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+  sha256: 44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669
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+  - tox ; extra == 'dev'
+  - pytest ; extra == 'testing'
+  - pytest-benchmark ; extra == 'testing'
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 - conda: https://conda.anaconda.org/conda-forge/noarch/pre-commit-4.0.1-pyha770c72_0.conda
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   md5: 5971cc64048943605f352f7f8612de6c
@@ -14710,6 +13427,8 @@ packages:
   - sqlite
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+  arch: x86_64
+  platform: linux
   license: MIT
   license_family: MIT
   purls: []
@@ -14727,6 +13446,8 @@ packages:
   - sqlite
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   - proj4 ==999999999999
+  arch: x86_64
+  platform: osx
   license: MIT
   license_family: MIT
   purls: []
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   - sqlite
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+  platform: osx
   license: MIT
   license_family: MIT
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   license: MIT
   license_family: MIT
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   - python_abi 3.12.* *_cp312
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   license: BSD-3-Clause
   license_family: BSD
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   - python >=3.12,<3.13.0a0 *_cpython
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   license: MIT
   license_family: MIT
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   timestamp: 1733302371990
-- conda: https://conda.anaconda.org/conda-forge/noarch/pure_eval-0.2.3-pyhd8ed1ab_0.conda
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-  size: 16551
-  timestamp: 1721585805256
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 - conda: https://conda.anaconda.org/conda-forge/linux-64/pyarrow-18.1.0-py312h7900ff3_0.conda
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   - python >=3.12,<3.13.0a0
   - python_abi 3.12.* *_cp312
+  arch: x86_64
+  platform: linux
   license: Apache-2.0
   license_family: APACHE
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   - pyarrow-core 18.1.0 *_0_*
   - python >=3.12,<3.13.0a0
   - python_abi 3.12.* *_cp312
+  arch: x86_64
+  platform: osx
   license: Apache-2.0
   license_family: APACHE
   purls: []
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   - pyarrow-core 18.1.0 *_0_*
   - python >=3.12,<3.13.0a0
   - python_abi 3.12.* *_cp312
+  arch: arm64
+  platform: osx
   license: Apache-2.0
   license_family: APACHE
   purls: []
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   - pyarrow-core 18.1.0 *_0_*
   - python >=3.12,<3.13.0a0
   - python_abi 3.12.* *_cp312
+  arch: x86_64
+  platform: win
   license: Apache-2.0
   license_family: APACHE
   purls: []
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   constrains:
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   - apache-arrow-proc =*=cpu
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   license: Apache-2.0
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   constrains:
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   license: Apache-2.0
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   constrains:
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   constrains:
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   - typing-extensions >=4.6.0,!=4.7.0
   constrains:
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   - vc >=14.2,<15
   - vc14_runtime >=14.29.30139
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+  platform: win
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   license_family: MIT
   purls:
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   - python >=3.12,<3.13.0a0
   - python_abi 3.12.* *_cp312
   - setuptools
+  arch: x86_64
+  platform: osx
   license: MIT
   license_family: MIT
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   - python >=3.12,<3.13.0a0 *_cpython
   - python_abi 3.12.* *_cp312
   - setuptools
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+  platform: osx
   license: MIT
   license_family: MIT
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   - pyobjc-core 10.3.2.*
   - python >=3.12,<3.13.0a0
   - python_abi 3.12.* *_cp312
+  arch: x86_64
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   license: MIT
   license_family: MIT
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   - python >=3.12,<3.13.0a0 *_cpython
   - python_abi 3.12.* *_cp312
+  arch: arm64
+  platform: osx
   license: MIT
   license_family: MIT
   purls:
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   - packaging
   - python >=3.12,<3.13.0a0
   - python_abi 3.12.* *_cp312
+  arch: x86_64
+  platform: linux
   license: MIT
   license_family: MIT
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   - packaging
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   - python_abi 3.12.* *_cp312
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   license: MIT
   license_family: MIT
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   - python >=3.12,<3.13.0a0 *_cpython
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   - python >=3.12,<3.13.0a0
   - python_abi 3.12.* *_cp312
+  arch: x86_64
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   - python >=3.12,<3.13.0a0 *_cpython
   - python_abi 3.12.* *_cp312
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   - vc >=14.2,<15
   - vc14_runtime >=14.29.30139
+  arch: x86_64
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   - python_abi 3.12.* *_cp312
   - qt6-main 6.8.0.*
   - qt6-main >=6.8.0,<6.9.0a0
+  arch: x86_64
+  platform: linux
   license: LGPL-3.0-only
   license_family: LGPL
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   - vc >=14.2,<15
   - vc14_runtime >=14.29.30139
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   license: LGPL-3.0-only
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   - filelock ; extra == 'testing'
   requires_python: '>=3.8'
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+- conda: https://conda.anaconda.org/conda-forge/linux-64/python-3.12.8-h9e4cc4f_1_cpython.conda
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-  - xz >=5.2.6,<6.0a0
   constrains:
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+  platform: win
   license: Python-2.0
   purls: []
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   license: BSD-3-Clause
   license_family: BSD
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   - python_abi 3.12.* *_cp312
   - yaml >=0.2.5,<0.3.0a0
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   - python_abi 3.12.* *_cp312
   - yaml >=0.2.5,<0.3.0a0
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   - yaml >=0.2.5,<0.3.0a0
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   - yaml >=0.2.5,<0.3.0a0
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   - zeromq >=4.3.5,<4.4.0a0
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   license: BSD-3-Clause
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   - zeromq >=4.3.5,<4.3.6.0a0
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   license: BSD-3-Clause
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   - libstdcxx-ng >=12
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+  platform: linux
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   - libcxx >=16
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   purls: []
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+  platform: win
   license: LicenseRef-Qhull
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   constrains:
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+  platform: linux
   license: LGPL-3.0-only
   license_family: LGPL
   purls: []
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   - zstd >=1.5.6,<1.6.0a0
   constrains:
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+  platform: win
   license: LGPL-3.0-only
   license_family: LGPL
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   - setuptools >=0.9.8
   - snuggs >=1.4.1
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+  platform: linux
   license: BSD-3-Clause
   license_family: BSD
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   - setuptools >=0.9.8
   - snuggs >=1.4.1
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+  platform: osx
   license: BSD-3-Clause
   license_family: BSD
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   - setuptools >=0.9.8
   - snuggs >=1.4.1
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   license: BSD-3-Clause
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   - vc14_runtime >=14.29.30139
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   md5: ab03527926f8ce85f84a91fd35520ef2
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   md5: e309ae86569b1cd55a0285fa4e939844
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   - ncurses >=6.3,<7.0a0
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   license: GPL-3.0-only
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   - python >=3.9
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   license: MIT
+  license_family: MIT
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   license: MIT
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+  license_family: MIT
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+  license_family: MIT
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   license: MIT
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   timestamp: 1733367159579
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   license: MIT
   license_family: MIT
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   license: MIT
   license_family: MIT
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   license: MIT
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   license: MIT
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   license: Apache-2.0
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   - libsodium >=1.0.20,<1.0.21.0a0
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   - zstd >=1.5.6,<1.6.0a0
+  arch: x86_64
+  platform: win
   license: BSD-3-Clause
   license_family: BSD
   purls:
@@ -19085,6 +18020,8 @@ packages:
   - libgcc-ng >=12
   - libstdcxx-ng >=12
   - libzlib >=1.2.13,<2.0.0a0
+  arch: x86_64
+  platform: linux
   license: BSD-3-Clause
   license_family: BSD
   purls: []
@@ -19096,6 +18033,8 @@ packages:
   depends:
   - __osx >=10.9
   - libzlib >=1.2.13,<2.0.0a0
+  arch: x86_64
+  platform: osx
   license: BSD-3-Clause
   license_family: BSD
   purls: []
@@ -19107,6 +18046,8 @@ packages:
   depends:
   - __osx >=11.0
   - libzlib >=1.2.13,<2.0.0a0
+  arch: arm64
+  platform: osx
   license: BSD-3-Clause
   license_family: BSD
   purls: []
@@ -19120,6 +18061,8 @@ packages:
   - ucrt >=10.0.20348.0
   - vc >=14.2,<15
   - vc14_runtime >=14.29.30139
+  arch: x86_64
+  platform: win
   license: BSD-3-Clause
   license_family: BSD
   purls: []
diff --git a/pyproject.toml b/pyproject.toml
index 149b3a5..3947033 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -32,7 +32,6 @@ dependencies = [
     "contextily",
     "dask",
     "dask-geopandas",
-    "esda>=2.5.1",
     "geopandas>=0.13.0",
     "graphblas-algorithms",
     #"h3-py", # -- via conda
@@ -42,7 +41,6 @@ dependencies = [
     "matplotlib>=3.9",
     "momepy>=0.9.0",
     "osmnx>=1.9.1",
-    "pointpats>=2.3.0",
     "pip",
     "pyarrow",
     "pyogrio",
@@ -127,7 +125,6 @@ clustergram = "*"
 contextily = "*"
 dask = "*"
 dask-geopandas = "*"
-esda = "*"
 geopandas = "*"
 h3-py = "3.7.7.*"
 ipykernel = "*"
@@ -136,7 +133,6 @@ matplotlib = ">=3.9"
 momepy = ">=0.9.0"
 osmnx = "*"
 pip = "*"
-pointpats = "*"
 pyarrow = "*"
 pyogrio = "*"
 rasterio = "*"