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Python Projects

BrightMart Retail - Sales & Business Performance Visualization

Beginner

Build a sales performance dashboard for a US retail company using real order data. Clean the dataset, then create line, bar, donut, scatter and box plots in Matplotlib. Combine them into one multi-panel dashboard and find where the business makes and loses money.

Prerequisite(s) :

Basic Python, Basic Pandas

Skills to be Learned :

Matplotlib
Data Cleaning
Data Visualisation
Dashboard Design
Business Insights

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DevSignal Analytics - Live Open-Source Dependency Monitor

Beginner

Pull live data from a real public REST API and turn it into an analytics report. Call the crates.io API for 37 Rust packages and parse the JSON into a pandas DataFrame. Then measure popularity, momentum and maintenance risk, and chart the results.

Prerequisite(s) :

Python, Pandas, Basic JSON

Skills to be Learned :

REST API
Python Requests
JSON Parsing
Rate Limiting
Data Visualisation

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Northwind Commerce - Customer & Product Analytics

Beginner

Analyse customer value and product performance using Seaborn. Build a customer-level summary table, then explore distributions, correlations and regressions with statistical charts. Find out whether your biggest-spending customers are actually profitable.

Prerequisite(s) :

Python, Pandas, Basic Statistics

Skills to be Learned :

Seaborn
Exploratory Data Analysis
Customer Segmentation
Correlation Analysis
Data Visualisation

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