https://github.com/ankitpoddar07/smart_data-analyzer
📊 Smart Data Analyzer
https://github.com/ankitpoddar07/smart_data-analyzer
python streamlit
Last synced: 1 day ago
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📊 Smart Data Analyzer
- Host: GitHub
- URL: https://github.com/ankitpoddar07/smart_data-analyzer
- Owner: ankitpoddar07
- License: other
- Created: 2025-07-23T05:15:54.000Z (11 months ago)
- Default Branch: main
- Last Pushed: 2025-07-23T06:57:35.000Z (11 months ago)
- Last Synced: 2025-09-03T18:38:20.067Z (10 months ago)
- Topics: python, streamlit
- Language: Python
- Homepage:
- Size: 13.3 MB
- Stars: 1
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# 📊 Smart Data Analyzer
A powerful and user-friendly **Streamlit** application for analyzing and visualizing your data with **interactive charts**, **filtering**, and **PDF report generation**.
---
## 🚀 Features
- 📂 Upload **Excel** (`.xlsx`) or **CSV** files
- 🧰 Interactive **data filtering**
- 📊 Multiple chart types: `Bar`, `Line`, `Pie`, `Scatter`, `Histogram`
- 🧾 Generate and download **PDF reports**
- 🔍 View **top 20 rows** or full dataset
- 🧪 Built-in **sample dataset** for quick testing
---
## 📁 Project Structure
### 📄 `app.py`
The main **Streamlit application** file containing:
- 📂 File upload and validation
- 🎯 Filtering logic and UI
- 📊 Chart visualization using Plotly
- 🧾 PDF generation with `fpdf`
- 🖥️ User interface layout
### 📊 `data/coffee_sales_full.xlsx`
Sample dataset for demo:
- ☕ Coffee sales data
- 🗓️ Dates, products, and sales figures
- 🧹 Clean and structured format
### 🧠 `utils/insights.py`
Helper module with:
- 📈 Analysis and insights generation
- 📊 Statistical functions
- 🧼 Data preprocessing utilities
- 🧩 Extendable for custom logic
### 📦 `requirements :`
List of Python dependencies:
- `streamlit` – Web UI framework
- `pandas` – Data manipulation
- `plotly` – Charting library
- `fpdf` – PDF report generator
- `openpyxl` – Excel file support
### 🛠️ `Command-Run Project :`
streamlit run app.py
Quick commands to get started and run the app.
---
## ⚙️ Installation & Usage
### 1️⃣ Clone the Repository
```bash
git clone https://github.com/ankitpoddar07/smart_data-analyzer.git
cd smart_data-analyzer