2020-01-14 Predicting Tree Cover Types In this notebook, I use various machine learning methods to predict a tree's cover type. This is a project I did for John Deere during an analytics case study. machine learning random forest decision tree science trees
2020-01-14 Analyzing Trump's Tweets In this notebook, I download Trump's tweets during the 2016 election and look at various features. politics trump twitter tweepy sentiment analysis
2020-01-14 Predicting NYC Taxi Ride Duration In this notebook, I analyze New York City taxi data and make predictions on taxi ride duration times. nyc pandas linear regression machine learning eda
2020-01-14 Predicting NHL Player Info In this notebook, I build a few models that make predictions about a NHL player based only on his stats. machine learning sports hockey logistic regression classification
2020-01-12 Data Science Across the World This notebook summarizes the current state of data scientists across the world and our inspirations for creating Datafied. Enjoy the read! data science inspiration matplotlib kaggle pandas
2020-01-12 Our Mission Statement Our mission is to bridge this gap between the tech and the non-tech worlds by emphasizing communication and storytelling, rather than technicality. admin
2020-01-12 Quick Tutorial Here is a tutorial and a checklist to help you prepare your notebooks. The most important thing is to emphasize communication over technicality. admin tutorial seaborn
2020-01-10 Best Public Datasets Here are some great data resources to help you get started with your projects. There are thousands of other data sources all over the internet. admin help
2020-01-10 MLB Analysis: Predicting Pitcher Strikeout Rates In this notebook, I illustrate the data science life cycle through an example in which I predict MLB pitchers' 2nd half strikeout rates based on a variety of 1st half statistics. baseball modeling rmse cross validation linear regression
2020-01-09 Welcome to Datafied :) Datafied makes it easier for data scientists to create portfolios and share their projects with the world. Take a moment to learn what we're all about. datafied
