https://github.com/iamantimpal/intern-career
https://github.com/iamantimpal/intern-career
Last synced: 6 months ago
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- Host: GitHub
- URL: https://github.com/iamantimpal/intern-career
- Owner: iamAntimPal
- Created: 2024-03-29T19:12:06.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2025-03-26T08:26:07.000Z (7 months ago)
- Last Synced: 2025-03-26T09:28:41.893Z (7 months ago)
- Language: Jupyter Notebook
- Size: 860 KB
- Stars: 5
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# 📊 YouTube Data Analysis 🚀
**Intern-Career | Data Analytics Project**
## 📌 Project Overview
This project focuses on analyzing **YouTube Data** using Python libraries such as **NumPy, Pandas, Matplotlib, Seaborn, and Scikit-Learn**.
We extract insights from YouTube video metrics, viewer engagement, and channel growth trends.
---
## 📊 **Features & Goals**
✔️ Data Cleaning & Preprocessing (Handling Missing Data, Duplicates, Outliers)
✔️ Exploratory Data Analysis (EDA) using **Matplotlib & Seaborn**
✔️ Analyzing Audience Engagement (Views, Likes, Comments, Shares)
✔️ Identifying Trends & Patterns using **Sklearn Machine Learning Models**
✔️ Predicting Future Growth & Performance Metrics
---
## 🛠️ **Technologies Used**
- **Python**
- **NumPy** (Numerical Computation)
- **Pandas** (Data Manipulation)
- **Matplotlib** & **Seaborn** (Data Visualization)
- **Scikit-Learn (Sklearn)** (ML for Prediction & Clustering)
---
---
## 🚀 **How to Run the Project**
### 1️⃣ **Clone the Repository**
```bash
git clone https://github.com/YOUR-USERNAME/Intern-Career-YouTube-Analysis.git
cd Intern-Career-YouTube-Analysis
```
### 2️⃣ **Create & Activate Virtual Environment (Optional)**
```bash
python -m venv venv
source venv/bin/activate # For Linux/Mac
venv\Scripts\activate # For Windows
```
### 3️⃣ **Install Dependencies**
```bash
pip install -r requirements.txt
```
### 4️⃣ **Run Jupyter Notebook**
```bash
jupyter notebook
```
---
## 🎯 **Contributing**
Want to contribute? Follow these steps:
✅ **Step 1:** Fork this repository.
✅ **Step 2:** Clone the repository.
✅ **Step 3:** Create a new branch and make changes.
✅ **Step 4:** Submit a **Pull Request (PR)**.
---
## 📌 **Useful Links**
📌 **Dataset**: [YouTube API Dataset](https://github.com/iamAntimPal)
📌 **Project Discussion**: [GitHub Discussions](https://github.com/iamAntimPal/LeetCode_SQL_Database/discussions)
💡 **Let's analyze YouTube like a Pro!** 🚀