Kavya Moharana's Project Portfolio
Projects About
The Heart of CampusTown - Analyzing Green Street’s Most Popular Restaurants
The Heart of CampusTown - Analyzing Green Street’s Most Popular Restaurants

Project using Python's NLTK library for text sentiment analysis of Yelp reviews for popular UIUC restaurants

PythonNLTKScikit-Learn

Inside Urbana's Arrests Data, A Visual Narrative
Inside Urbana's Arrests Data, A Visual Narrative

Interactive data visualization project exploring police arrests data in Urbana, Illinois

PythonAltairvega-lite

Exploring Altair and Vega-lite (IS 445)
Exploring Altair and Vega-lite (IS 445)

Assignment which uses Python, Altair, and vega-lite for interactive viz!

PythonAltairHTMLvega-lite

Analyzing Global Temperature Trends Over Time
Analyzing Global Temperature Trends Over Time

Machine Learning project which uses Python's scikit-learn library for linear regression modeling and clustering analysis on climate change trends

PythonScikit-LearnPandas

Analyzing California Transporation Infrastructure with Python GIS
Analyzing California Transporation Infrastructure with Python GIS

Continuation of an assignment that uses Geopandas and other GIS tools for map visualizations

PythonGeopandasFolium

Analyzing Popular Movies & TV Shows on Netflix and Prime Video
Analyzing Popular Movies & TV Shows on Netflix and Prime Video

Project which analyzes a dataset of popular movies and shows on Netflix and Prime Video to identify trends in genre, ratings, and popularity

PythonPandasScikit-Learn

Analyzing Spotify's Hit Songs
Analyzing Spotify's Hit Songs

Projects which analyze the Spotify hit songs dataset to identify trends in genre and popularity

PythonPandasScikit-Learn

Analyzing Trends in Electric Vehicle Usage
Analyzing Trends in Electric Vehicle Usage

Data Curation project using Python and other tools for creating a reproducible research package, end-to-end workflow execution, and metadata

PythonPandasZenodo

Database Design for University Game App
Database Design for University Game App

Database application programming project which uses SQL for creating a Wordle-like UIUC game

SQL / MySQLRDBMSUML Modeling

Designing an IMDb Database for Movies
Designing an IMDb Database for Movies

Project which uses SQLite for designing a database for Movie reviews and ratings

SQLSQLite

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