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Name: Sakshi Kumari Company: CODTECH IT SOLUTIONS ID:CT08DS545 Domain: Data Analytics Duration: 12 December 2024 to 12 January 2025 Mentor: Neela Santhosh Kumar

Overview of the project

Project: Exploratory Data Analysis(EDA) on Store Dataset

Objective

The objective of this project is to perform Exploratory Data Analysis (EDA) on a dataset containing store dataset to understand how sales perform in different branches, cities, and product categories. It aims to find trends in customer preferences based on gender, membership, and payment methods. The analysis will also look at how product pricing and quantity sold affect total sales and identify the most popular products and seasonal sales patterns.

Key Activities

Data Cleaning: Ensuring the dataset is free from inconsistent and missing values Data Exploration: Check for anomalies or outliers in sales, ratings, and other metrics. Data Visualization: Creating charts like bar graphs, pie charts, and line plots to visualize sales, customer demographics, and monthly trends.

Technologies used

Python: The primary programming language for data analysis Pandas: Used for data manipulation and analysis matplotlib: For creating static and interactive visualizations Jupyter Notebook: For combining data analysis, visualization, and narrative in a single environment.

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