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# Pyinterpolate
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All tests are grouped in the `test` directory. If you would like to contribute, then you won't avoid testing, but it is described step-by-step here: [CONTRIBUTION.md](https://github.com/DataverseLabs/pyinterpolate/blob/main/CONTRIBUTION.md)
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## Commercial and scientific projects where library has been used
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* Tick-Borne Disease Detector (Data Lions company) for the European Space Agency (2019-2020).
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* B2C project related to the prediction of demand for specific flu medications (2020).
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* B2G project related to the large-scale infrastructure maintenance (2020-2021).
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* E-commerce service for reporting and analysis, building spatial / temporal profiles of customers (2022+).
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* The external data augmentation for e-commerce services (2022+).
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* Regional aggregates transformation and preprocessing for location intelligence tasks (2025+).
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## Community
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Join our community in Discord: [Discord Server Pyinterpolate](https://discord.gg/3EMuRkj)
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## Use cases
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*[Lyme Disease Risk Assessment Based on the Earth Observation Data and Spatial Processing Technique. ESA Φ-week 2021](https://phiweek.esa.int/detailed-programme)
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*[Disaggregation of socio-economic data](https://ml-gis-service.com/index.php/2022/12/09/get-more-from-crime-rate-data-and-other-socio-economic-indicators-with-pyinterpolate/)
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*[Interpolation of air pollution](https://ml-gis-service.com/index.php/2021/10/31/data-science-interpolate-air-quality-measurements-with-python/)
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*[Educational - Spatial Data Science for Social Geography Course - Interpolation](https://github.com/martinfleis/sds?tab=readme-ov-file#spatial-data-science-for-social-geography)
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## Bibliography
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- Goovaerts P., Kriging and Semivariogram Deconvolution in the Presence of Irregular Geographical Units, Mathematical Geology 40(1), 101-128, 2008
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- Deutsch C.V., Correcting for Negative Weights in Ordinary Kriging, Computers & Geosciences Vol.22, No.7, pp. 765-773, 1996
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## Community
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Join our community in Discord: [Discord Server Pyinterpolate](https://discord.gg/3EMuRkj)
* Tick-Borne Disease Detector for the European Space Agency (2019-2020).
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* B2C project related to the prediction of demand for specific flu medications (2020).
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* B2G project related to the large-scale infrastructure maintenance (2020-2021).
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* E-commerce service for reporting and analysis, building spatial / temporal profiles of customers (2022+).
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* The external data augmentation for e-commerce services (2022+).
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* As a module for the hotel price optimization system (2023+).
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* `Lyme Disease Risk Assessment Based on the Earth Observation Data and Spatial Processing Technique. ESA Φ-week 2021 <https://phiweek.esa.int/detailed-programme>`_
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* `Disaggregation of socio-economic data <https://ml-gis-service.com/index.php/2022/12/09/get-more-from-crime-rate-data-and-other-socio-economic-indicators-with-pyinterpolate/>`_
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* `Interpolation of air pollution <https://ml-gis-service.com/index.php/2021/10/31/data-science-interpolate-air-quality-measurements-with-python/>`_
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* `Educational - Spatial Data Science for Social Geography Course - Interpolation <https://github.com/martinfleis/sds?tab=readme-ov-file#spatial-data-science-for-social-geography>`_
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<sectionid="use-cases">
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<h1>Use Cases<aclass="headerlink" href="#use-cases" title="Link to this heading">#</a></h1>
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<ulclass="simple">
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<li><p>Tick-Borne Disease Detector for the European Space Agency (2019-2020).</p></li>
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<li><p>B2C project related to the prediction of demand for specific flu medications (2020).</p></li>
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<li><p>B2G project related to the large-scale infrastructure maintenance (2020-2021).</p></li>
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<li><p>E-commerce service for reporting and analysis, building spatial / temporal profiles of customers (2022+).</p></li>
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<li><p>The external data augmentation for e-commerce services (2022+).</p></li>
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<li><p>As a module for the hotel price optimization system (2023+).</p></li>
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<li><p><aclass="reference external" href="https://phiweek.esa.int/detailed-programme">Lyme Disease Risk Assessment Based on the Earth Observation Data and Spatial Processing Technique. ESA Φ-week 2021</a></p></li>
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<li><p><aclass="reference external" href="https://ml-gis-service.com/index.php/2022/12/09/get-more-from-crime-rate-data-and-other-socio-economic-indicators-with-pyinterpolate/">Disaggregation of socio-economic data</a></p></li>
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<li><p><aclass="reference external" href="https://ml-gis-service.com/index.php/2021/10/31/data-science-interpolate-air-quality-measurements-with-python/">Interpolation of air pollution</a></p></li>
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<li><p><aclass="reference external" href="https://github.com/martinfleis/sds?tab=readme-ov-file#spatial-data-science-for-social-geography">Educational - Spatial Data Science for Social Geography Course - Interpolation</a></p></li>
* Tick-Borne Disease Detector for the European Space Agency (2019-2020).
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* B2C project related to the prediction of demand for specific flu medications (2020).
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* B2G project related to the large-scale infrastructure maintenance (2020-2021).
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* E-commerce service for reporting and analysis, building spatial / temporal profiles of customers (2022+).
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* The external data augmentation for e-commerce services (2022+).
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* As a module for the hotel price optimization system (2023+).
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* `Lyme Disease Risk Assessment Based on the Earth Observation Data and Spatial Processing Technique. ESA Φ-week 2021 <https://phiweek.esa.int/detailed-programme>`_
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* `Disaggregation of socio-economic data <https://ml-gis-service.com/index.php/2022/12/09/get-more-from-crime-rate-data-and-other-socio-economic-indicators-with-pyinterpolate/>`_
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* `Interpolation of air pollution <https://ml-gis-service.com/index.php/2021/10/31/data-science-interpolate-air-quality-measurements-with-python/>`_
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* `Educational - Spatial Data Science for Social Geography Course - Interpolation <https://github.com/martinfleis/sds?tab=readme-ov-file#spatial-data-science-for-social-geography>`_
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