https://github.com/nafisalawalidris/911-call-analysis

The 911 Call Analysis project explores and visualises emergency call data to uncover patterns and trends. It includes data preparation, exploratory analysis, visualizing call volume and reasons and generating heatmaps. Users can customize the code for their dataset. The project relies on libraries like Pandas, NumPy, Matplotlib, Seaborn, and SciPy
https://github.com/nafisalawalidris/911-call-analysis

cluster-analysis data-analysis data-visualization decision-making emergency-calls emergency-services exploratory-data-analysis heatmaps matplotlib numpy pandas patterns-and-trends resource-allocation scipy seaborn

Last synced: about 1 month ago
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The 911 Call Analysis project explores and visualises emergency call data to uncover patterns and trends. It includes data preparation, exploratory analysis, visualizing call volume and reasons and generating heatmaps. Users can customize the code for their dataset. The project relies on libraries like Pandas, NumPy, Matplotlib, Seaborn, and SciPy

• Host: GitHub
• URL: https://github.com/nafisalawalidris/911-call-analysis
• Owner: nafisalawalidris
• Created: 2023-06-11T00:08:23.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2023-06-12T22:43:02.000Z (almost 2 years ago)
• Last Synced: 2024-11-22T21:16:41.036Z (6 months ago)
• Topics: cluster-analysis, data-analysis, data-visualization, decision-making, emergency-calls, emergency-services, exploratory-data-analysis, heatmaps, matplotlib, numpy, pandas, patterns-and-trends, resource-allocation, scipy, seaborn
• Language: Jupyter Notebook
• Homepage:
• Size: 24.1 MB
• Stars: 4
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        


  
911 Call Analysis


  
Project Description

  
The 911 Call Analysis project is an exploration and visualization of emergency call data to gain insights into patterns, trends, and important metrics related to emergency incidents.


  
Dataset

  
The project utilizes a dataset containing information about emergency calls, including the reason for the call, timestamp, and other relevant details.


  
Analysis and Visualization

  
The project involves the following analysis and visualization tasks:

  


    
Data preparation, including cleaning and extracting relevant information.

    
Exploratory Data Analysis (EDA) to understand the distribution of emergency calls.

    
Visualizing call volume over time.

    
Analyzing call reasons.

    
Heatmap and Clustermap visualizations.

  


  
Usage

  
To use this project:

  


    
Obtain the emergency call dataset in a tabular format.

    
Load the dataset into a suitable environment or programming language.

    
Run the provided code or adapt it to your specific dataset and analysis requirements.

    
Explore the visualizations generated to gain insights into the emergency call data.

    
Further customize the code or visualizations as needed.

  


  
Requirements

  
The project requires the following libraries:

  


    
Pandas

    
NumPy

    
Matplotlib

    
Seaborn

    
SciPy

  


   
Contributors

  
This project was developed by Nafisa Lawal Idris. Contributions and feedback are welcome.

  

  
Conclusion

  
The 911 Call Analysis project provides a comprehensive analysis of emergency call data, enabling insights that can inform decision-making and improve emergency services.