Create Full_Analysis_LAX _to_JFK.ipynb

Flight-Path-Analysis / FlightPathAnalysis

✈️ A project to download and interpret historical flights and weather data, and trains a ML model to predict fuel consumption based on weather conditions on takeoff. Created for the Erdös Institute Data Science Bootcamp

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Create Full_Analysis_LAX _to_JFK.ipynb #162

Closed kkdsdesilva closed 10 months ago

kkdsdesilva commented 10 months ago

Added new notebook Full_Analysis_LAX _to_JFK.ipynb with full analysis on flights LAX to JFK winter and summer.
Made some changes to the notebook
Found duplicates in the flights dataframe
Removed the duplicates and got a more believable predictions to Decision Tree model
changed the code with get_dummies to get 1-hot encoding on the typecodes