Developed by Milena Lang.
This Streamlit earthquake dashboard is designed to analyze and visualize all earthquakes occurring worldwide from 1800 to 2021. It provides information and maps on magnitudes, deaths, and damages.
Click here to go directly to the app.
If you want to run the app locally, follow the instructions below.
- Python 3.9 or higher
- Python libraries:
- pandas
- plotly
- statsmodels
- streamlit
- any operating system, e.g. Windows 10
- clone the repository
- no modifications needed
- Call the earthuake_app.py file from the respective folder in your command line with:
streamlit run earthquake_app.py
- Watch the app to open in your browser.
- Historical Data of Earthquakes (1800-2021) (Online at: https://www.kaggle.com/datasets/ramjasmaurya/historical-data-of-earthquakes18002021, retrieved September 28, 2022).
- Andy McDonald(2022): Adding Interactive Plotly Charts to a Streamlit App (Online at: https://www.youtube.com/watch?v=3f-j-PZ5N8A, retrieved September 30, 2022).
- Bradford, W. (2011): Reaching the Visual Learner: Teaching Property Through Art. In Social Science Research Network (2011): n. pag.
- Coding is fun(2022): How to create a Streamlit Multi-Page Web App (Online at: https://www.youtube.com/watch?v=YClmpnpszq8, retrieved September 30, 2022).
- Dataprofessor(2022): Streamlit App Starter Kit (Online at: https://github.com/streamlit/app-starter-kit, retrieved September 30, 2022).
- Kilcommins, S. (2021): Streamlit – Everything You Need To Know (Online at: https://medium.datadriveninvestor.com/streamlit-everything-you-need-to-know-665eb90fcf4a#a7fe, retrieved October 5, 2022).
- Plotly (2022): Dash Enterprise – The Premier Data App Platform for Python (Online at https://plotly.com/dash/, retrieved September 30, 2022).
- Python Software Foundation(2022): Project description – pydeck: Large-scale interactive data visualization in Python (Online at https://pypi.org/project/pydeck/, retrieved October 1, 2022).
- Streamlit Inc. (2022): Streamlit documentation (Online at: https://docs.streamlit.io, retrieved September 29, 2022).
- Streamlit Inc. (2022): st.write and magic commands (Online at: https://docs.streamlit.io/library/api-reference/write-magic, retrieved October 4, 2022).