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wildfire_data

Data sources:

  1. https://www.kaggle.com/rtatman/188-million-us-wildfires
  2. https://stackoverflow.com/questions/3200984/where-can-i-find-historical-raw-weather-data (stackoverflow answer for getting historical weather data -- we may need to scrape weather sites... or trim data to only recent time frame)
  3. https://www.kaggle.com/sobhanmoosavi/us-weather-events?select=US_WeatherEvents_2016-2019.csv Weather events

Notebook summary:

generate_data_with_target: resources to generate (1) a 20k row data sample from the large kaggle sqlite dataset (2) a 892007-row dataset from the large kaggle sqlite dataset which requires the following features to be present: DISCOVERY_TIME, CONT_TIME, DISCOVERY_DATE, and CONT_DATE

calc_cont_time: calculates our target variable of delta in containment time from the four features listed above (DISCOVERY_TIME, CONT_TIME, DISCOVERY_DATE, and CONT_DATE)

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