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Unnati22p/README.md

Hi 👋, I'm Unnati Patil

Aspiring Data Analyst | SQL | Python | Business Intelligence

Passionate about transforming raw data into meaningful insights through data analysis, visualization, and machine learning.

🚀 About Me

🎓 B.Tech Computer Science Student

📊 Interested in Data Analytics, Business Intelligence, and Machine Learning

🐍 Skilled in Python, SQL, Data Visualization, and Exploratory Data Analysis

📈 Building projects that solve real-world business problems using data

🌱 Currently learning Power BI and Advanced Analytics

🛠️ Skills

Programming & Databases

  • Python
  • SQL (MySQL)
  • Pandas
  • NumPy

Data Analytics

  • Exploratory Data Analysis (EDA)
  • Data Cleaning
  • Data Wrangling
  • Statistical Analysis
  • Business Intelligence

Data Visualization & BI

  • Matplotlib
  • Seaborn
  • Plotly
  • Tableau
  • Power BI

Machine Learning

  • Scikit-Learn
  • Logistic Regression
  • Classification Models
  • Feature Engineering

Natural Language Processing

  • NLP
  • TF-IDF
  • Text Preprocessing
  • Sentiment Analysis

SQL & Database Skills

  • MySQL Workbench
  • Joins
  • Subqueries
  • Aggregate Functions
  • Window Functions
  • Database Design

Spreadsheet Tools

  • Microsoft Excel
  • Pivot Tables
  • Data Validation
  • Lookup Functions (VLOOKUP/XLOOKUP)

Tools & Platforms

  • Git
  • GitHub
  • Jupyter Notebook
  • VS Code
  • MySQL Workbench
  • Tableau
  • Power BI

Currently Learning

  • Advanced SQL
  • Data Storytelling
  • Dashboard Design

📂 Featured Projects

✈️ Flight Delay Intelligence System

Analyzed airline delay and cancellation trends using Python and interactive dashboards.

🔗 Repository: https://github.com/Unnati22p/Flight-Delay-Intelligence-System

💬 Airline Customer Sentiment Analysis

Performed sentiment analysis on airline customer tweets using NLP techniques and Logistic Regression.

🔗 Repository: https://github.com/Unnati22p/Airline-Customer-Sentiment-Analysis

🛒 E-Commerce Business Intelligence Suite

Business intelligence project analyzing customer behavior, revenue trends, product performance, and customer satisfaction.

🔗 Repository: https://github.com/Unnati22p/E-Commerce-Business-Intelligence-Suite

📊 Retail Sales SQL Analysis

SQL project using MySQL Workbench for database design, data import, revenue analysis, customer insights, and sales trend exploration.

🔗 Repository: https://github.com/Unnati22p/Retail-Sales-SQL-Analysis

📫 Connect With Me

📧 Email: unnatipatil2020@gmail.com

💼 LinkedIn: www.linkedin.com/in/unnati-patil2277

🐙 GitHub: https://github.com/Unnati22p

⭐ Always open to internships, collaborations, and data analytics opportunities.

Popular repositories Loading

  1. Flight-Delay-Intelligence-System Flight-Delay-Intelligence-System Public

    PySpark-based analytics project exploring U.S. flight delays, cancellations, route performance, and airport trends through data visualization and interactive dashboards.

    Jupyter Notebook 1

  2. Airline-Customer-Sentiment-Analysis Airline-Customer-Sentiment-Analysis Public

    NLP sentiment analysis project using TF-IDF and Logistic Regression achieving ~80% accuracy on airline customer tweets.

    Jupyter Notebook 1

  3. E-Commerce-Business-Intelligence-Suite E-Commerce-Business-Intelligence-Suite Public

    Business Intelligence project analyzing e-commerce sales, customer behavior, revenue trends, product performance, and customer satisfaction using Python.

    Jupyter Notebook 1

  4. Retail-Sales-SQL-Analysis Retail-Sales-SQL-Analysis Public

    Retail Sales SQL Analysis project using MySQL Workbench. Includes database creation, data import, revenue analysis, customer insights, and sales trend analysis using SQL queries.

    1

  5. Supply-Chain-Logistics-Analytics-Dashboard Supply-Chain-Logistics-Analytics-Dashboard Public

    Interactive Power BI dashboard for supply chain analytics, sales performance, profitability analysis, and logistics monitoring.

    1

  6. Hybrid_Fake_News_Streamlit Hybrid_Fake_News_Streamlit Public

    Python 1