Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

https://github.com/thecoderpinar/earthquake-explorer

🌍🔍 Explore and analyze earthquake data worldwide using this interactive data science project. Visualize earthquake occurrences, patterns, and geographical distribution. Dive deep into seismic data, perform exploratory data analysis, and gain insights into earthquake trends.
https://github.com/thecoderpinar/earthquake-explorer

data-analysis data-science data-visualization earthquake-analysis exploratory-data-analysis geospatial-analysis interactive-maps jupyter-notebook machine-learning python seismic-data

Last synced: about 1 month ago
JSON representation

🌍🔍 Explore and analyze earthquake data worldwide using this interactive data science project. Visualize earthquake occurrences, patterns, and geographical distribution. Dive deep into seismic data, perform exploratory data analysis, and gain insights into earthquake trends.

Awesome Lists containing this project

README 

        
# Earthquake Explorer



![Earthquake Icon](link-to-earthquake-icon.png) 



Welcome to Earthquake Explorer, an interactive data analysis project that explores earthquake data from around the world. In this project, we delve into the fascinating world of seismic events, conducting in-depth exploratory data analysis, visualizing earthquake patterns, and even applying machine learning to predict future earthquakes.



## Features



🌍 **Geospatial Analysis**: Explore earthquake occurrences on an interactive map, pinpointing regions of interest and risk areas.



📊 **Data Insights**: Dive into detailed data analysis, uncovering trends and patterns in earthquake data.



🔮 **Machine Learning**: Utilize machine learning techniques to predict future earthquakes and assess seismic risk.



📈 **Visualizations**: Gain insights through rich visualizations, including heatmaps, scatter plots, and more.



## Getting Started



1. **Clone the Repository**: Start by cloning this repository to your local machine.



2. **Set Up Environment**: Create a virtual environment and install the required dependencies using `requirements.txt`.



3. **Explore the Notebooks**: Dive into the Jupyter notebooks provided in the `notebooks` directory for detailed data analysis and machine learning models.



4. **Contribute**: Feel free to contribute to this open-source project. Your ideas and enhancements are welcome!



## Interactive Maps



Explore the interactive earthquake map [here](link-to-map.html).



![Map Icon](link-to-map-icon.png) 



## Predictive Model



Check out our earthquake prediction model [here](link-to-predictive-model.html).



![Model Icon](link-to-model-icon.png) 



## Data Sources



- Earthquake data is sourced from [Kaggle]([https://earthquake.usgs.gov/](https://www.kaggle.com/datasets/usgs/earthquake-database/data)).



  # 🌍 Explore Earthquake Explorer!



Check out this amazing project that delves into earthquake data analysis, visualization, and prediction. Discover earthquake patterns, explore interactive maps, and learn about seismic risk assessment. Let's make the world a safer place together!



[![Earthquake Explorer](link-to-project.png)](link-to-project)



🔮 Predict future earthquakes!

📊 Visualize seismic data!

🌏 Explore earthquake-prone regions!



[![GitHub Stars](https://img.shields.io/github/stars/your-username/earthquake-explorer.svg)](https://github.com/ThecoderPinar/earthquake-explorer/stargazers) 



## License



This project is licensed under the MIT License - see the [LICENSE.md](LICENSE.md) file for details.



---



Feel free to explore, learn, and contribute to Earthquake Explorer. Let's make the world a safer place together!