This project revolves around in-depth analysis and visualization of Spotify data. The project encompasses various data preprocessing tasks to clean and prepare the dataset for meaningful insights. Utilizing visualization tools such as Matplotlib and Seaborn, the project presents compelling visual representations of Spotify's music data trends

Analysed the correlation among macroeconomic and security price using time series data analysis

Lightweight parallel Data Analysis Suite in C

Aerofit is a leading brand in the field of fitness equipment. Aerofit provides a product range including machines such as treadmills, exercise bikes, gym equipment, and fitness accessories to cater to the needs of all categories of people.

Statistical analysis to determine how video game sales have been doing for the past decades.

This is Portfolio Project for Data Analyst , to showcase the Excel , SQL, Power BI , Python Skills.

Computing correlation among distance metrices

Prepare a prediction model for profit of 50_startups data. Do transformations for getting better predictions of profit and make a table containing R^2 value for each prepared model. R&D Spend -- Research and devolop spend in the past few years Administration -- spend on administration in the past few years Marketing Spend -- spend on Marketing in t

This analytics challenge is to mine a dataset that provides text of nearly one million pieces of news articles and social media posts and comments with keywords related to climate risk and sustainability. The theme is Sustainable and Green Finance in Hong Kong.

It contain some basic code but useful in solving machine learning task

Data Journalism

Linear Regression

The primary objective of this study is to develop a dependable and precise prediction model to forecast alterations in Bitcoin's hash rate.

This project aims to identify factors that correlate with the gross earnings of movies using Python.

Oil Well Correlation Analysis: Guiding Strategic Decisions through Data Science

This project is to build a model that *predicts the human activities* such as __Walking, Walking_Upstairs, Walking_Downstairs, Sitting, Standing__ and __Laying__ as done in Smart-Watches.

Crypto Sentiment Analysis via Wikipedia Page View Trends and Bitcoin Price and Volume Trends

Using this ML file can anyone develop any machine learning alogitham in regression. almost 99.99 percent all regression models has been used. We need to pick the best machine learning algoritham using this file. Cheers Manju.

Image Quality Indices implementation. This is my thesis project to opt for a Master in Applied Statistics and it was published in a scientific journal.