Data Analytics Projects

Data Analytics Projects


Exploring Property Prices
Exploring Property Prices
Working with datasets (21,000 properties for sale in Mexico) through the real estate website Properati.com.
The purpose of this project is to determine whether sale prices are influenced more by property size or location.

PISA 2012 Analysis
PISA 2012 Analysis
Implemented univariate, bivariate, and multivariate analyses to see how students performed globally from the Program for International Student Assessment (PISA) 2012 Dataset.

Twitter API Web Scraping & Analysis
Twitter API Web Scraping & Analysis
Wrangling, analyzing and visualizing data gathered from WeRateDogs Twitter account & image prediction algorithm results.
In this project, I queried Twitter’s API for each tweet’s JSON data to extract meaningful information (e.g., favorite count, retweet count) for data analysis.

E-Commerce A/B Testing
E-Commerce A/B Testing
Performed A/B tests and made recommendations backed by computed inferences.
Increased the conversion rate of the visitors in website.

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TMDb Movie Dataset Analysis
This data set contains information about 10,000 movies collected from The Movie Database (TMDb), including user ratings and revenue.
The goal of this project is to gather various properties associated with movies and visualize them to identify patterns in the dataset.

Weather Trends Analysis
Weather Trends Analysis
Analyzing local and global temperature data using Python, SQL, and Google Sheets.
In this project, I compared the temperature trends of Long Beach,CA to the overall global temperature trends.