https://github.com/bhavanachitragar/layoff_analysis

This Streamlit app is designed for Layoff Analysis. It allows users to explore and analyze layoff data from different perspectives, including overall analytics, country-specific insights, and individual company details.
https://github.com/bhavanachitragar/layoff_analysis

data dataanalysis streamlit streamlit-webapp

Last synced: about 12 hours ago
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This Streamlit app is designed for Layoff Analysis. It allows users to explore and analyze layoff data from different perspectives, including overall analytics, country-specific insights, and individual company details.

• Host: GitHub
• URL: https://github.com/bhavanachitragar/layoff_analysis
• Owner: bhavanachitragar
• Created: 2024-04-21T08:03:18.000Z (7 months ago)
• Default Branch: master
• Last Pushed: 2024-04-26T12:45:24.000Z (7 months ago)
• Last Synced: 2024-04-26T13:48:33.388Z (7 months ago)
• Topics: data, dataanalysis, streamlit, streamlit-webapp
• Language: Jupyter Notebook
• Homepage: https://layoff-data-analysis.streamlit.app/
• Size: 98.6 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Layoff Data Analysis using python

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  Allows users to explore and analyze layoff data from different perspectives, including overall analytics, country-specific insights, and individual company details.

- Handling missing or null values in the dataset, converting data types  (dates to datetime objects).

- Perform basic exploratory analysis to understand the structure and characteristics of the data.

- Exploring summary statistics, distributions, and correlations between variables.

- Creating visualizations to gain insights into the layoff data.  

- Utilizing plots such as bar charts, line charts, and choropleth maps to represent the data effectively.

- Developing an interactive dashboard using tools like Streamlit

- Allowing users to explore the layoff data dynamically through dropdowns, sliders, or search bars

  Link: https://layoff-data-analysis.streamlit.app/ 

 

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![Screenshot 2024-04-21 135228](https://github.com/bhavanachitragar/Layoff_Analysis/assets/91766461/5587cfd1-ebfe-4761-8b50-7965e903dd61)

![Screenshot 2024-04-21 135202](https://github.com/bhavanachitragar/Layoff_Analysis/assets/91766461/b741ed51-bb4f-4530-9658-269015f77342)