Instructions:
The interface allows you to visualize the pollutant emissions in the United States, varying in time, space and pollutant type.
The user has to:
- Choose the state
- Choose the county
- Choose the data you want to visualize
- Choose the pollutant you want to visualize
The Analysis Code is a Jupyter notebook on Google Colab which you can download and run it using Anaconda. There are two ways you can visualize the data:
- Using the website interface: The csv file downloaded from the code can be uploaded on the website and then the parameters can be varied as per your requirements.
- Using the GUI locally: Download the Standalone GUI code and run it using any Python compiler with the library ‘tkinter’ installed. You can also install tkinter library as:
pip install python-tk
The output will then be a visualization plot for an area with multiple collection sites. The data exported can then be used for Machine Learning and time series modeling.
Future Work:
- Inbuilt Machine Learning modeling in the GUI (Code)
- Developing an independent website capable of having a web based interface.
Have fun plotting the pollutants!