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About

A personal data exploration of data collection from Water-indexed benefits and impacts of California almonds using data in the "Supplemental Information" PDF.

Read about the project here.

Full Data Citation

Julian Fulton, Michael Norton, Fraser Shilling,
Water-indexed benefits and impacts of California almonds,
Ecological Indicators,
Volume 96, Part 1,
2019,
Pages 711-717,
ISSN 1470-160X,
https://doi.org/10.1016/j.ecolind.2017.12.063.
(https://www.sciencedirect.com/science/article/pii/S1470160X17308592)

Data cleanup flow

extract_from_pdf
        |
   clean_table
    /        \
 merge       pivot

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Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.

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