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shivani042004/README.md

Shivani Prasad

Aspiring Data Analyst | Python | SQL | Power BI | Excel | Data Visualization | Machine Learning

I am a B.Tech student at MANIT Bhopal with a strong interest in Data Analytics, Business Intelligence, and Machine Learning. I work on projects involving data cleaning, exploratory analysis, dashboard development, and predictive modeling, with the goal of turning raw data into insights that support practical business decisions.

Projects

Project Key Finding Tech Stack Link
Heart Disease Prediction KNN model predicted heart disease with 88.6% accuracy Python, Pandas, Scikit-learn, Seaborn View Project
Zomato Restaurant EDA North Indian & Indo-Chinese dominate cuisine; online delivery restaurants get 4x more votes Python, Pandas, NumPy, Matplotlib, Seaborn View Project
Olist E-Commerce Sales Analysis Health & Beauty was the top revenue category; São Paulo drove 37% of sales Python, SQL, Power BI, DAX View Project
Loan Default Risk Dashboard Unemployed borrowers default at 3.39% vs 2.36% for full-timers Power BI, DAX, Excel View Project

Other Projects

Project Tech Stack Link
Titanic Survival Prediction Python, Pandas, Scikit-learn, Seaborn View Project
World Happiness Report EDA Python, Pandas, Matplotlib, Seaborn View Project
Student Performance Analysis Python, Pandas, Seaborn View Project
Diwali Sales Analysis Python, Pandas, Matplotlib, Seaborn View Project
Insurance Analytics Dashboard Power BI View Project
UPI Transaction Analysis Power BI View Project
Retail Sales Analytics Power BI, Excel View Project

Skills

Python · SQL · Power BI · DAX · Excel · Data Visualization · EDA · Data Cleaning & preprocessing · Feature selection & Extraction · Scikit-learn · Machine Learning

Education

MANIT Bhopal · B.Tech, Materials & Metallurgical Engineering · 2023-2027 · CGPA 8.36

Connect

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  1. Olist-Ecommerce-Sales-Analysis Olist-Ecommerce-Sales-Analysis Public

    Power BI dashboard analysing Olist Brazilian e-commerce sales data (2016-2018), covering sales trends, top categories, regional demand, and customer reviews.

    Jupyter Notebook

  2. Student-Performance-Analysis Student-Performance-Analysis Public

    EDA of student performance data covers scores, study habits, and factors affecting academic results, with visualizations and key insights.

    Jupyter Notebook

  3. Loan-Default-Risk-Analysis Loan-Default-Risk-Analysis Public

    Power BI dashboard analyzing 64000+ loans to assess default risk by employment, credit score, and demographics.

  4. Insurance-Analytics-PowerBI Insurance-Analytics-PowerBI Public

    Interactive Power BI dashboard for analyzing insurance policies, premium amounts, claim status, customer demographics, and business insights.

  5. Retail-Sales-Analytics-PowerBI Retail-Sales-Analytics-PowerBI Public

    Power BI dashboard analyzing store sales performance using Excel dataset