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ETL Data Pipeline Improvements - #149
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iansargent wants to merge 10 commits into
Open
iansargent wants to merge 10 commits into
iansargent wants to merge 10 commits into
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This PR fixes some ETL pipeline bugs and inefficiencies.
data_collection/processes to run in parallel (decreases overall time significantly).parquetfile reading/writing logic.jsonformat (instead of usingBeautifulSoupfor html parsing) --> Faster!.iterrows()function withpd.DataFrame() vectorized calculations)data_collection/flood.pyscript to pull from the FEMA official API instead of VCGI (they no longer support this table)