Data Explorer
Streamlit app to load and visualize a CSV dataset
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What is Data Explorer ?
Data Explorer is a Streamlit app designed to load and visualize CSV datasets, transforming raw data into actionable insights. It serves as a powerful tool for data analysis, enabling users to explore, manipulate, and visualize data efficiently. With its intuitive interface, Data Explorer simplifies the process of converting complex data into meaningful visuals, making it accessible for both novice and advanced users.
Features
• CSV File Loading: Easily import and load CSV files for analysis. • Data Visualization: Generate interactive charts and graphs to represent your data. • Data Filtering: Apply filters to narrow down datasets based on specific criteria. • Column-wise Analysis: Perform detailed analysis on individual columns of data. • Customization Options:Tailor visualizations to meet your specific needs. • Cross-platform Compatibility: Works seamlessly on multiple operating systems.
How to use Data Explorer ?
- Install Streamlit: Download and install the Streamlit library using
pip install streamlit. - Run the App: Execute the Data Explorer app using
streamlit run data_explorer.py. - Load Data: Upload your CSV file through the app's interface.
- Explore: Utilize the app's features to filter, analyze, and visualize your data.
- Interact: Engage with the generated visualizations to gain insights from your dataset.
Frequently Asked Questions
What file formats does Data Explorer support?
Data Explorer supports CSV (Comma-Separated Values) files exclusively.
Can I customize the visualizations?
Yes, Data Explorer offers customization options to tailor visualizations according to your needs.
Is Data Explorer free to use?
Data Explorer is free to use, but certain advanced features may require a paid subscription.
How do I handle missing data in my CSV file?
Data Explorer provides built-in tools to identify and manage missing data, ensuring accurate analysis.
Can I export the visualizations?
Yes, Data Explorer allows you to download and export visualizations in various formats for further use.
Is there a limit to the size of the CSV file I can upload?
The free version of Data Explorer has a file size limit; for larger datasets, consider upgrading to a paid plan.