Pinned Repositories
Analysis-of-Airbnb-Data-using-SQL-Magic-Extension
Data analysis of Airbnb listings using SQL in Jupyter notebook using Magic SQL Extension
Analyzing-Public-Sentiments-for-Canadian-Elections-using-NLP-Sentiment-Analysi
Analysis of the sentiment expressed by the users in their tweets on Twitter regarding a particular search query using NLP libraries such as NLTK and TextBlob.
Classification-of-Santander-Bank-Customers-using-Forests-and-Boosting
Santander Bank Customer data is analyzed using Random Forest and XG Boost Classification algorithms. The model is fine-tuned using Randomized Search Cross Validation.
Clustering-Toronto-Neighbourhoods-using-Folium-and-Clustering
Clustering of toronto neighbourhoods into various clusters is done based on the venues in each neighbourhood. The project acts as a ground work for the future project - Site Selection using K-Means Clustering.
COVID-Data-Analysis-Tableau-Dashboard
COVID data is analyzed using SQL queries. The data is then used to build Tableau dashboard available here: https://tabsoft.co/3GmKiIf
COVID-Data-Exploration-using-SQL
Analysis of data for COVID Deaths and Vaccinations using SQL. Datasets can be found at : https://ourworldindata.org/covid-deaths
Global-Superstore---PowerBI-Sales-Dashboard
PowerBI Sales Dashboard for Global superstore dataset.
Regression-Analysis-of-Oceanographic-Data-using-Pipelines-and-Hyperparameter-Tuning-
A comparison of metrics for Linear Regression and Multiple Linear Regression models developed on Oceanographic data is made. Also involves creation of polynomial features and streamlining the process using Pipelines. The models developed are subjected to hyperparameter tuning using GridSearch..
Selecting-the-best-site-for-a-Multiplex-Theatre-from-scraped-Map-data
Selection of site for a Multiplex establishment in Pune city using K-Means Clustering
Steam-Games-Recommender-System-using-Apple-Turicreate
Building a Recommender System to suggest/recommend games to users on Steam platform.
SwoopGT's Repositories
SwoopGT/Global-Superstore---PowerBI-Sales-Dashboard
PowerBI Sales Dashboard for Global superstore dataset.
SwoopGT/Analyzing-Public-Sentiments-for-Canadian-Elections-using-NLP-Sentiment-Analysi
Analysis of the sentiment expressed by the users in their tweets on Twitter regarding a particular search query using NLP libraries such as NLTK and TextBlob.
SwoopGT/COVID-Data-Exploration-using-SQL
Analysis of data for COVID Deaths and Vaccinations using SQL. Datasets can be found at : https://ourworldindata.org/covid-deaths
SwoopGT/Regression-Analysis-of-Oceanographic-Data-using-Pipelines-and-Hyperparameter-Tuning-
A comparison of metrics for Linear Regression and Multiple Linear Regression models developed on Oceanographic data is made. Also involves creation of polynomial features and streamlining the process using Pipelines. The models developed are subjected to hyperparameter tuning using GridSearch..
SwoopGT/Analysis-of-Airbnb-Data-using-SQL-Magic-Extension
Data analysis of Airbnb listings using SQL in Jupyter notebook using Magic SQL Extension
SwoopGT/Classification-of-Santander-Bank-Customers-using-Forests-and-Boosting
Santander Bank Customer data is analyzed using Random Forest and XG Boost Classification algorithms. The model is fine-tuned using Randomized Search Cross Validation.
SwoopGT/Clustering-Toronto-Neighbourhoods-using-Folium-and-Clustering
Clustering of toronto neighbourhoods into various clusters is done based on the venues in each neighbourhood. The project acts as a ground work for the future project - Site Selection using K-Means Clustering.
SwoopGT/COVID-Data-Analysis-Tableau-Dashboard
COVID data is analyzed using SQL queries. The data is then used to build Tableau dashboard available here: https://tabsoft.co/3GmKiIf
SwoopGT/General-Purpose-Web-Scraper-to-send-Email-Price-Alerts
A web scraper which checks price of a product regularly and sends price alerts by email if price reduces.
SwoopGT/Nashville-Real-Estate-Data-Cleaning-using-SQL
Cleaning of Nashville Real Estate Data using SQL
SwoopGT/Selecting-the-best-site-for-a-Multiplex-Theatre-from-scraped-Map-data
Selection of site for a Multiplex establishment in Pune city using K-Means Clustering
SwoopGT/ST.github.io
Portfolio of Projects
SwoopGT/Steam-Games-Recommender-System-using-Apple-Turicreate
Building a Recommender System to suggest/recommend games to users on Steam platform.
SwoopGT/SwoopGT
Creation of a dynamic readme file to enhance the first page of my github profile.
SwoopGT/Wine-Quality-Classification--Grid-Search-and-Hyperparameter-Tuning
An analysis of quality of wine using Machine Learning classification algorithms such as Decision Tree and Random Forest.