https://github.com/iamabirakash/int-375
https://github.com/iamabirakash/int-375
Last synced: 4 months ago
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- Host: GitHub
- URL: https://github.com/iamabirakash/int-375
- Owner: iamabirakash
- Created: 2025-04-06T18:30:40.000Z (6 months ago)
- Default Branch: main
- Last Pushed: 2025-04-17T19:06:39.000Z (6 months ago)
- Last Synced: 2025-06-01T11:16:46.924Z (4 months ago)
- Language: Jupyter Notebook
- Homepage: https://abirakash.netlify.app/
- Size: 35.5 MB
- Stars: 20
- Watchers: 1
- Forks: 11
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# 🐍 Assam's MGNREGA Data Analysis
A Python project that analyzes MGNREGA (Mahatma Gandhi National Rural Employment Guarantee Act) data specific to the state of **Assam, India**. This project helps extract meaningful insights from employment, financial, and demographic data under the MGNREGA scheme.
***************
## The goal of this project is to:
- Understand employment trends under MGNREGA in Assam.
- Visualize data district-wise, block-wise, and gender-wise.
- Identify anomalies, inconsistencies, and key insights.
- Assist researchers, policymakers, and developers in interpreting rural employment data.
---
## 🚀 Features
- 📈 Time-series analysis of work demand and employment generation.
- 📍 District-wise breakdown of job card issuance and active workers.
- 🧾 Financial allocation vs actual expenditure.
- 🧑🤝🧑 Gender-based participation statistics.
- 📊 Interactive plots and charts using `matplotlib`, `seaborn`, and `plotly`.
---
## 📁 Data Sources
Data used in this project was collected from:
- [Official MGNREGA Website]([https://nrega.nic.in/](https://www.data.gov.in/resource/district-wise-mgnrega-data-glance))
- State and district-wise PDF/Excel reports.
- Public datasets from government portals.
> **Note:** Data cleaning and preprocessing scripts are included.
---
## 🛠️ Tech Stack
- **Language:** Python 3.x
- **Libraries:**
- `pandas`
- `matplotlib`
- `seaborn`
- `plotly`
- `numpy`
- `jupyter`
---
## 📦 Installation
1. Clone this repository:
```bash
git clone https://github.com/iamabirakash/INT-375.git
cd mgnrega-assam-analysis