faaiqshiekh05-stack/AnalystLab-Africa-Data-Analytics-Internship

A complete Data Analytics project featuring dataset understanding, data cleaning, exploratory data analysis (EDA), data visualization, and business insights datasets using Pandas, NumPy, and Matplotlib. # 📊 AnalystLab Africa Data Analytics Internship Portfolio ## 📌 About This Repository This repository contains all projects completed during my **Data Analytics Internship at AnalystLab Africa (Batch B)**. Throughout this internship, I will work on real-world datasets and complete practical tasks covering the complete Data Analytics workflow, including: * Dataset Understanding * Data Cleaning & Preprocessing * Exploratory Data Analysis (EDA) * Data Visualization * SQL Data Analysis * Business Intelligence * Dashboard Development * Business Insights & Reporting The repository will be updated every week as new internship tasks are completed. --- # 🛠 Technologies Used * Python * Pandas * NumPy * Matplotlib * Jupyter Notebook * SQL * MySQL * Power BI *(Upcoming)* * Excel --- # 📂 Internship Progress | Week | Topic | Status | | -------- | ----------------------------------------- | :---------: | | Week 1–2 | Data Cleaning & Exploratory Data Analysis | ✅ Completed | | Week 3 | Coming Soon | ⏳ | | Week 4 | Coming Soon | ⏳ | | Week 5 | Coming Soon | ⏳ | --- # ✅ Week 1–2: Data Cleaning & Exploratory Data Analysis ## Objective The objective of this project was to clean, validate, explore, and visualize real-world datasets while applying professional data preprocessing techniques. --- ## Datasets ### 📺 Netflix Movies & TV Shows Dataset Analysis included: * Dataset Understanding * Missing Value Handling * Duplicate Removal * Data Standardization * Exploratory Data Analysis * Data Visualization * Business Insights ### 🛒 Online Retail Dataset Analysis included: * Dataset Understanding * Data Cleaning * Revenue Analysis * Customer Analysis * Product Performance * Monthly Sales Trend * Data Visualization * Business Insights --- # 📊 Project Workflow ``` Dataset Collection │ ▼ Dataset U …