Pinned Repositories
amsterdam-airbnb
Performed exploratory data analysis, data cleansing and modeling of Airbnb dataset containing 130k records to capture customer preferences and existing market in Amsterdam using Python. Created visualizations to get insights into the data and applied 4 statistical data models using Scikitlearn package and performed model evaluation in which linear regression model achieved the highest accuracy rate of 65%. Provided 3 recommendations to investors based on sentiment analysis and data visualization.
housepriceprediction
Analyzed house price variation patterns of king county real estate dataset using Tableau. Performed exploratory data analysis and predicted the prices of houses using regression models with an accuracy of 57.5% and recommended 3 business potentialities for investment in King County region.
uthsaharamesh's Repositories
uthsaharamesh/amsterdam-airbnb
Performed exploratory data analysis, data cleansing and modeling of Airbnb dataset containing 130k records to capture customer preferences and existing market in Amsterdam using Python. Created visualizations to get insights into the data and applied 4 statistical data models using Scikitlearn package and performed model evaluation in which linear regression model achieved the highest accuracy rate of 65%. Provided 3 recommendations to investors based on sentiment analysis and data visualization.
uthsaharamesh/housepriceprediction
Analyzed house price variation patterns of king county real estate dataset using Tableau. Performed exploratory data analysis and predicted the prices of houses using regression models with an accuracy of 57.5% and recommended 3 business potentialities for investment in King County region.