This repository contains the code and data for the California Wildfire and Climate Data Exploration Dashboard. This dashboard allows users to interact with and visualize a wide range of environmental data related to the California region, including information on Aerosol, precipitation, temperature, wind speed, and humidity.
The project is organized into the following directories and files:
USA_fire_date_2010_2023/: Fire data from 2010 to 2023image/: Logos and images used in the dashboard.pages/: Individual Streamlit pages.Aerosol_data/: Contains processed Aerosol data.humidity_data/: Contains processed humidity data.precipitation_data/: Contains processed precipitation data.temperature_data/: Contains processed temperature data.wind_data/: Contains processed wind data.processing_scripts/: Contains processing scripts.Legacy/: Contains legacy scripts not used in final dashboardCalifornia_County_Boundaries.geojson: California_County_Boundaries.ML_dataframe.csv: The machine learning data frame used for analysis.environment_v1.0.yml: The conda environment file with all required dependencies. （This one may still need updating）data_loader.py: Some Data Functions and Chart Functions.requirements.txt: List of dependencies used by streamlit deploy service.
To run the dashboard locally: clone the repository, set up, and activate the environment using the provided environment_v1.0.yml file:
$ conda env create -f environment_v1.0.yml
$ conda activate new_env
After activating the environment, run:
$ streamlit run Home.py
Or alternatively, access remotely here
California_County_Boundaries.geojson: https://gis.data.ca.gov/datasets/8713ced9b78a4abb97dc130a691a8695/explore?location=36.894820%2C-119.002032%2C6.53