iTruck_case_study

Interview case study on US Weather Events

Prequisities: Download US Weather Events (2016 - 2021) and place the csv file in the directory https://www.kaggle.com/datasets/sobhanmoosavi/us-weather-events

Correct order to run scripts:

1. data_preprocess.py - preprocess the dataset and prepare for database import
2. db_setup.py - import csv files into database

After steps 1. & 2. you can visualize the data or train the ML model

• geo_visualisation.py
• machine_learning.py