The Rise and Evolution of K-Dramas in 2023 -StoryTelling

This project explores the growth and global influence of Korean dramas (K-Dramas) in recent years. Through a detailed data analysis and visualization approach, we uncover key trends, audience preferences, and storytelling elements that have contributed to the immense popularity of K-Dramas.

User Behavior Analysis With Business Insights

The project provided data-driven recommendations for boosting retention, optimizing marketing, and enhancing product strategies, showcasing skills in data analysis and business insight generation.

Investment Banking GPT - Chat with your Annual Reports

This project is a question-answering bot that uses Llama- Index 2 along with RAG, which helps to fine-tune the LLM as per your own dataset. The project uses a pre trained model from Hugging Face.

ScrollyTelling - Dwelling Dreams: Can Immigrants Turn Canadian Houses into Homes?

This project is a scroll-telling example of data visualization different from dashboards.It uncovers the story of the Canadian Housing Market using Vev and Flourish software.

Data Science Jobs Salaries 2020-2024

This Tableau dashboard visualizes remote job trends, average salaries, and experience levels in Data Science from 2020 to 2024, showing company locations and average salaries by country alongside employee residences and their respective average salaries.

Housing Price Analysis in Washington Dashboard

This dashboard provides insights into the housing prices in Washington. The calendar filter allows selection of year and month which impacts the charts and visualizations in the dashboard.

AutoML Web App Using Streamlit

The project is an automated Machine Learning web app that takes any dataset as input and can perform automated EDA and test machine learning algorithms to give out the best algorithm with the highest accuracy.

Youtube Analytics using Youtube API

The project focuses on analyzing 5 different YouTube channels using YouTube API and various data visualization techniques .Web Scraping and analyzing metrics like subscriber and view counts, video counts for the channel. data visualization techniques were used to present viewer engagement.

Unemployment Rate Analysis with FRED API

This project analyzes the unemployment rate in the USA with the help of FRED API. The analysis is done with the help of Python (pandas) and various data visualization libraries like Plotly.

Blockchain Usage in Industries and Energy Consumption Dashboard

This dashboard provides an insight into the blockchain industry used in various industries and the blockchain market in the USA. It provides insights into the top 100 cryptocurrency exchanges in the world. The dashboard also provides information on the energy consumption by Bitcoin.

Credit Card Fraud Detection Using Logistic Regression

This project uses a Machine Learning Logistic Regression model to predict fraudulent and non-fraudulent credit card transactions.

Netflix Subscription Forecasting

This project analyzes Netflix's subscription year on year. It uses machine learning time series forecasting to forecast the subscriptions in 2024.

Amazon Alexa Reviews Sentiment Analysis

This project employs NLP for sentiment analysis of Alexa Reviews. The process includes EDA, followed by modeling using the best algorithm for predicting sentiment.

Crypto Currency Price Change with Ticker

This dashboard shows the price change in various cryptocurrencies. It also has ha live ticker like that of a stock market, which displays the price change in the cryptocurrency with an up or a down arrow.

Noodle Consumption in the world

This project shows noodle consumption in various countries. It uses different Python libraries like pandas, sklearn, matplotlib, seaborn to do data cleaning, analysis and visualization.