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Dataverse

A versatile Open-Source Software (OSS) that allows organizing, analyzing and visualizing data, leveraging ML algorithms for predictive analysis. Supporting all data visualisation techniques on one platform, accessible on both desktop and mobile.

Install / Use

/learn @multiverseweb/Dataverse

README

Dataverse <img src="https://raw.githubusercontent.com/multiverseweb/Dataverse/main/website/web_images/3d_glow.webp" height=50px align=right>

Data Visualisation Software & Finance Tracker
<!--![Visitors](https://api.visitorbadge.io/api/visitors?path=multiverseweb/Dataverse%20&countColor=%2523263759&style=for-the-badge)-->

Visitors License Languages GitHub Repo stars GitHub contributors GitHub issues GitHub closed issues GitHub forks GitHub pull requests GitHub closed pull requests GitHub last commit GitHub repo size GitHub total lines <a href="https://multiverse-dataverse.netlify.app/"><img alt="Website" src="https://img.shields.io/website?url=https%3A%2F%2Fmultiverse-dataverse.netlify.app%2F&up_message=awake&up_color=%2300d18f&down_message=asleep&down_color=red&style=flat"> </a>


Table of Contents

<table> <tr> <th><a href="#what-does-this-software-do">About Dataverse</a></th> <th><a href="#preview">Application Preview</a></th> <th><a href="#versions">Versions</a></th> <th><a href="#repository-structure">Repository Structure</a></th> <th><a href="#deployment-specifications">Use Dataverse</a></th> <th><a href="#contributions">Make Contributions</a></th> </tr> </table>
<details> <summary><h3>Featured In: Open Source Programs</h3></summary> <table> <tr> <th>Event Logo</th> <th>Event Name</th> </tr> <tr> <td><img src="https://raw.githubusercontent.com/multiverseweb/Dataverse/main/Documentation/images/IWOC.png" width="50" height="auto" loading="lazy" alt="IWOC"/></td> <td>Innogeeks Winter of Code Season-3 (IWOC) 2025</td> </tr> <tr> <td><img src="https://raw.githubusercontent.com/multiverseweb/Dataverse/main/Documentation/images/swoc.png" width="50" height="auto" loading="lazy" alt="SWOC"/></td> <td><a href="https://www.socialwinterofcode.com/">Social Winter of Code Season-5 (SWOC) </a>2024-2025</td> </tr> <tr> <td><img src="https://raw.githubusercontent.com/multiverseweb/Dataverse/main/Documentation/images/gssoc.png" width="50" height="auto" loading="lazy" alt="GSSoC Ext 24"/></td> <td><a href="https://gssoc.girlscript.tech/">GirlScript Summer of Code Ext (GSSoC'24) </a>2024</td> </tr> <tr> <td><img src="https://raw.githubusercontent.com/multiverseweb/Dataverse/main/Documentation/images/hacktoberfest.png" width="50" height="auto" loading="lazy" alt="Hacktoberfest 24"/></td> <td><a href="https://hacktoberfest.com/">Hacktober Fest</a> 2024</td> </tr> </table> </details>

What does this software do?

  • Supports all data visualisation techniques, basic as well as advanced.
  • Generates interactive, customizable and exportable graphs.
  • Provides data storage for later use.
  • Supports data inputs from excel sheets.
  • Simplifies expense tracking and financial management.
  • Allows user to download financial reports.
  • Uses encryption techniques to securely store your passwords.
  • View and manage data via a mobile-friendly website.
  • Provides predictive analytics and trend analysis using ML techniques.

Preview

<div align=center>

Software GUI <br> <img src="https://raw.githubusercontent.com/multiverseweb/Dataverse/main/software/images/dark/preview.png" width="800px"> <br><br>

<details> <summary align=left><H4>View More</H4></summary><br> Software Home Page <br> <img src="https://raw.githubusercontent.com/multiverseweb/Dataverse/main/Documentation/images/home_UI.png" width="800px"> <br><br> Visualised Data <br> <img src="https://raw.githubusercontent.com/multiverseweb/Dataverse/main/website/web_images/finance_down.webp" width="800px"> <br><br> Stored Data <br> <img src="https://raw.githubusercontent.com/multiverseweb/Dataverse/main/website/web_images/finance_up.webp" width="800px"> </details> </div>

Versions

| Version | Description | |-------------|-----------------| | v.XM45.24 Under Development | High scale installable vesrion currently being developed, has improved UI based on glassmorphism. Makes the project mobile-friendly and provides more analytical features. Seeks major contributions through SWOC-S5. | | v.6550.24 Latest | Current stable version that supports most of the data visualisation techniques and finance tracking. Major development done during GSSoC'24. | | v.06.02.24 | Initial version developed on 6th February, 2024. Only supports finance tracking. |


Repository Structure

| 📂 View Repository Structure | |-|


Deployment Specifications

I. Navigate to the directory where you want to deploy the dataverse application and open terminal or command prompt there.

II. Run the following commands in terminal:

git clone https://github.com/multiverseweb/Dataverse.git

III. Create a Virtual Environment (optional but recommended)

  • On Windows:

    python -m venv venv
    venv\Scripts\activate
    
  • On macOS/Linux:

    python3 -m venv venv
    source venv/bin/activate
    

IV. Install dependencies:

cd Dataverse
pip install -r installation/requirements.txt  

V. Install MySQL if you don't have it already from here.

[!IMPORTANT] Change the values of DB_HOST, DB_USER and DB_PASSWORD in software/db_config.py file according to your MySQL account.

VI. Run the application:

python software/main.py

VII. To Run index.html (For Website Development)

  1. Install the Go Live extension in VS Code.
  2. Open the index.html file in VS Code.
  3. Click on the Go Live button in the bottom-right corner of VS Code.

The default URL will be:
http://localhost:5500/Dataverse/index.html

Now, the software should run smoothly with no errors, feel free to use the software and don't forget to give feedback on Dataverse's website!


Star History

<picture> <source media="(prefers-color-scheme: dark)" srcset=" https://api.star-history.com/svg?repos=multiverseweb/Dataverse&type=Date&theme=dark " />

<source media="(prefers-color-scheme: light)" srcset=" https://api.star-history.com/svg?repos=multiverseweb/Dataverse&type=Date " /> <img alt="Star History Chart" src="https://api.star-history.com/svg?repos=multiverseweb/Dataverse&type=Date&theme=dark" /> </picture>


Contributions

Want to make contributions to this project? ✨

| Read contribution guidelines! | |-|


Our Valuable Contributors ❤️

Contributors

Stargazers ⭐

<div align='left'>

Stargazers repo roster for @multiverseweb/Dataverse

</div>

Forkers 🍴

Forkers repo roster for @multiverseweb/Dataverse


<sup><a href="#table-of-contents" align="right">Back to top</a></sup>

Related Skills

View on GitHub
GitHub Stars66
CategoryData
Updated21d ago
Forks113

Languages

Python

Security Score

85/100

Audited on Mar 9, 2026

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