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advanced_statistical_methods_lecture_notes

This a lecture notes collection based on the book The Statistical Sleuth: A Course in Methods of Data Analysis

car.csv

chess.csv

datamining_proj2

datamining_proj3

A school project on logistic regression for a Data Mining course at Weber State University.

datamining_proj_final

This project takes the 2020 Stack Overflow Developer's Survey, and predicts whether the person is a programming hobbyist or not given other survey data. Centered around a Jupyter Notebook (Project4).

hotel_busyness_analysis

Using data I collected while working at a Salt Lake City, Utah (USA) hotel, I build and diagnose a linear regression model to predict a self-defined metric of busyness at the front desk called "service events."

house-votes-84.csv

letterboxd_find_and_join

These scripts allow you to take default Letterboxd output CSVs (like your watched films list), and join other film info to that CSV (like genres, director, etc.).

letterboxd_get_list

This repo has a CLI program to collect arbitrary film information from a list on Letterboxd.com, powered by a versatile LetterboxdFilm class.

letterboxd_uniqueness

This is a program to calculate the uniqueness of your ratings on the film review website Letterboxd.

mpg.csv

planned-econ-prices

This program implements Cockshott and Cottrell's algorithm to approximate prices in a planned economy in terms of labor time, using an input-output table.