estherjsuh/Python-Projects

Projects using Python for data analysis & data visualization with open data

Statistics-with-Python

Linear Regression on Happiness:

• Kaggle Data: https://www.kaggle.com/unsdsn/world-happiness/data
• Population Data: http://www.worldometers.info/world-population/population-by-country/

Logistic Regression Kickstarter:

• Kaggle Data: https://www.kaggle.com/kemical/kickstarter-projects/data

Udemy: Decision Trees and Random Forest Project:

• Part of Jose Portilla's Python for Data Science and Machine Learning Bootcamp
• Link: https://www.udemy.com/python-for-data-science-and-machine-learning-bootcamp/learn/v4/overview

EDA: Wine Reviews:

• Kaggle Data: https://www.kaggle.com/zynicide/wine-reviews/data

Pokemon: K-Nearest Neighbors:

• https://www.kaggle.com/abcsds/pokemon/data

Data Visualization Honey:

• Kaggle Data: https://www.kaggle.com/jessicali9530/honey-production

EDA & WordCloud for Women's E-commerce Reviews:

• Kaggle Data: https://www.kaggle.com/nicapotato/womens-ecommerce-clothing-reviews

SF Fire Geopandas:

• SF open data: https://data.sfgov.org/Public-Safety/Fire-Incidents/wr8u-xric