rafabelokurows Goto Github PK

followers: 41.0 following: 332.0 repos: 63.0 gists: 8.0

Name: Rafael Belokurows

Type: User

Company: Kantar Worldpanel

Bio: Analytics, Data Science, Causal Inference, Time Series, and Geospatial Analysis

Location: Porto - Portugal

Blog: https://rafabelokurows.github.io/

I'm Rafael Belokurows, welcome to my Github profile! 😊

📈 Data Analytics and Data Science @ Kantar Worldpanel
🎓 Master's Degree in Data Science from Universidade do Porto (2019 - 2021)

Fields of Interest

🛒 Consumer trends, Market basket analysis, Customer Segmentation
📊 Product usability metrics, A/B tests, improving product usage
💹 Time Series Analysis and Forecasting
🌎 Geospatial Analysis, Transport and Urban Planning
Web scraping and process automation
⚖ ML interpretability with focus on fairness and equality
🌲 Envinroment, Climate Change, and Sustainability
🏈 Football, Baseball, Soccer, and other sports

Currently working on

Time Series Anomaly detection
Causal ML to explain effect of public policies
Predicting winners of MLB games
Finding good bets on soccer corners

Tools

R
SQL
Python
Power BI
Tableau

🖥 Latest Data Projects

📊 Data Visualizations

Rafael Belokurows's Projects

a-b-testing

air-quality

Collecting air quality historical and forecast data for a few stations measuring air quality in Portugal

airbnbportoexplorer

Web app built with Python and Streamlit to visualize AirBnb listings available in Oporto, Portugal

airline-co2-emissions

Comparing CO2 emissions made by commercial flights

automated-finance-forecast

Automated data collection and forecasting on finance instruments

baseball-odds

Obtaining ML and spreads for each MLB game querying an API

brptconstitution

Quick analysis of the Brazilian and Portuguese constitutions

carrie-tm

Drawing insights from any book with Text Mining

comparison-regression

Comparing regression methods in Python

data-analyst-job-skills

Insights on skills and salaries using real data (scraped from Linkedin) - https://rafabelokurows.github.io/data-analyst-job-skills/

desmatamento-amazonia

dumbbell-plot-eurostat

Dumbbell plots with Eurostat data

eda-functions

Functions for a better EDA in R

environment-govt-spending

Comparing government spending on environment protection across several countries

eurostat-template

Template for access to European statistics (through eurostat and R)

flight-explorer-data

flight-explorer2

gdp-studies

geo

geo_things

Repository for all things geographic that I wanna try out

github-actions-workflows

Sandbox of automated workflows using GitHub Actions with Python and R code

handy-sql-snippets

Handy code snippets and tricks for SQL

imdb-tvshows-tables

inflation-comparison

Analysis of Inflation all over the world in a Shiny app (under construction)

jobmatcher

App to match CV with job description

kaggle-titanic

Aquele projeto básico e onipresente que não poderia faltar no meu Github - prevendo sobreviventes do Titanic

kayak-streamlit

kayak_flight_scraper

uses Selenium and BeautifulSoup to scrape flight data from KAYAK.com

layoffs_stock_price

Blog post on causal impact of wave of layoffs in tech company

linkedin-skill-assessments-quizzes

Full reference of LinkedIn answers 2021 for skill assessments, LinkedIn test, questions and answers (aws-lambda, rest-api, javascript, react, git, html, jquery, mongodb, java, Go, python, machine-learning, power-point) linkedin excel test lösungen, linkedin machine learning test