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DATA SCIENCE PROJECTS

The objective of this repository is to bring together statistical investigations to make it easier to understand real-world problems through statistical inferences, graph visualizations, machine learning algorithms, and web data extraction.

PROJECTS

Web scraping and automation

Econotícias

Data Science for Philosophy and Literature

Robo_sigaa

Web scraping to find data science jobs

Web scraping to find datasets


Exploratory data analysis

How much GDP per capita can a country generate for each kiloton of CO₂ spent?

Analysis of pharmaceutical companies on the stock exchange in 2020

How did the financial market behave in Brazil during the pandemic?

Fatal traffic accidents in the State of São Paulo (2015-2020)

  • Campaign against traffic accidents (coming soon)

September Yellow: analysis of the suicide rate in Brazil (1985 - 2015) + In English

Anti-suicide marketing

Female Entrepreneurship Index: Brazil vs. South America

When technologies meet public policies: analysis of urban violence from mobile applications

Productivity and education in the app era

The main sports of the 2016 Olympic Games: their respective histories and data about their athletes


Machine learning

Chemistry and Machine Learning: building a model for red wine classification

October pink and data science: diagnosing breast cancer through Machine Learning algorithms

Real estate pricing (KeyCash company challenge - approved) + solution on streamlit

Hospital costs pricing

Predicting default risk (Mutual company challenge - approved)

Predicting clicks on Ad


NLP

Predicting SPAM

Predicting 5 or 1 stars in review

Review relevance


Business problem solving:

Credit financing for the data science sector (Captalys company challenge - approved)

Optimal quantity for Even Break of Printer Ltda

Automated house photo download for House Ltda

Smarter Phones Ltda.

Panelas Ltda.

Privada prev S.A.

Security Pro Ltda.

Cheiro Bom Ltda.


Recommendation systems

Recommendation system - Brawlhalla

Recommendation system - Jojo's Bizarre Adventure

Anime recommendation system

Basic recommendation system


Tutorials

How to plot multiple graphs using for loop (easy)

Searching datasets on the web with Python

Web scraping to PANDAS

Your first data visualization using countplot (Python - Seaborn) + In English