jcarterlab Goto Github PK

followers: 3.0 following: 0.0 repos: 44.0 gists: 0.0

Name: Jack Carter

Type: User

Bio: A political economy graduate with a passion for working with, gaining a deeper understanding from, and making better decisions because of data.

Jack Carter's Projects

2008-financial-crisis-response

Uses the OECD API, SQL and Python to demonstrate that Iceland took the most action following the 2008 financial crisis.

9-to-5

Investigates whether how hard you work translates into how rich you are with multiple regression analysis.

a-world-apart

Examines recent changes in the interconnectedness of the latest 300,000 Twitter followers of US and UK political parties.

alien

Analyzes cultural differences by applying k-means clustering to Hofstede's cultural dimensions data.

anchorman

Investigates political bias among the four major US broadcasters, ABC, CBS, FOX and NBC, based on Twitter data.

cast-away

Explores the affect of being landlocked on economic development with multiple regression analysis.

doing-business-in-latin-america

Uses the World Bank API, SQL and Python to show that the relative cost of doing business in Latin America is falling.

future-fortune

A simulation that shows you're better off investing your money in the stock market than a pension fund over the long haul.

into-the-wild

This notebook attempts to address travel fears by providing information about a range of common travel related worries.

jcarterlab.github.io

A website to introduce myself and provide a convenient way to display my data science work all in one place.

lest-we-forget

Quantifies the number of New York Times (NYT) articles mentioning Ukraine 6 months after the conflict.

london-boulevard

Finds the best neighborhoods to live in London based on the importance placed on rent, green spaces, travel and safety.

narcos

Seeks to determine which countries in Latin America are the most dangerous based on data from the World Bank.

nlp-initial-feature-engineering

A notebook showing that a number of simple ML features can be extracted from text data before using more advanced techniques.

nlp-punctuation-feature-engineering

Demonstrates how careful selection can be more useful than including everything when making a punctuation feature.

nlp-sentence-encoders

Highlights trade-offs and optimizations to take into account when using sentence encoder models to predict essay scores.

nlp-spelling-mistake-feature-engineering

Experiments with different methods in an attempt to create a more accurate spelling mistake ML feature.

nlp-tf-idf

Outlines a series of optimization experiments to take into account when using TF-IDF to predict essay scores.

nlp-unique-words-feature-engineering

Shows how a negative correlation between unique words and essay scores is actually due to spelling mistakes.

planet-terror

Assesses the effectiveness of various neural networks on a small terrorism headlines data set.

rebel-without-a-cause

Analyzes anti-authority sentiment on 1 million tweets between Anglosphere and Sinosphere Twitter users.

red-or-black

A Python simulation demonstrating how the Martingale strategy provides false hope to Roulette players.

risky-business

Visualizes the distribution of different violence risks in the emerging world based on scraped local headlines.

scared-to-debt

A student debt simulation showing that my repayments will likely be not much more than the original amount.

scholar-me-up

This project show how you can use LLMs to learn about virtually any topic, including large language models.

sj-cancellations-analysis

Analyzes Saint James Hostel's cancellations from Jan to June 2023 to assess their financial impact and uncover customer demographics.

sj-check-outs-analysis

Provides Saint James hostel with a dashboard style overview of key metrics from 4,000 check-outs between Jan and Aug 2023.

sj-little-hotelier-data-migration

Creates a pipeline that transforms 356 of Saint James hostel's reservations so that they can be uploaded to Little Hotelier.

sj-no-show-analysis

Analyzes Saint James Hostel's no show bookings from Jan to June 2023 to assess their financial impact and uncover customer demographics.

sj-price-algorithm

Creates a demand based variable price algorithm for Saint James hostel with the ability to tune various parameters.

jcarterlab Goto Github PK

Jack Carter's Projects

Recommend Projects

Recommend Topics

Recommend Org