Portfolio

Pandas, Data Cleaning and Manipulation

Sharkattack: a business opportunity

Would Brazil be a good market for selling devices that prevent shark attacks? The objective of this project is to base, based on structured data analysis, the possible decision-making of investors in a company that prevents shark attacks in Brazil

Data Base: You can find this database at the following link ([Site] (https://www.sharkattackfile.net/) ). It will be used in the development of this project.

Project PPT - Presentation: To help present the project to potential investors, a PPT was created and you can view it at the link below: .

Web Scraping: downloading the database of Brazilian NGOs

Project executed from the web scrapping libraries: requests and beautiful soup. The challenge was to go through more than 20 thousand pages in order to download HTML data from more than 20 thousand Brazilian NGOs. The data were all structured and stored in a Data Set to be later used for various purposes. Scraped Site: http://www.ongsbrasil.com.br/

Machine Learning Study for Marketing Convertions Ads Campaigns

The objective was to understand, through a Linear Regression algorithm, what is the relationship between the variables: ad clicks and paid amount in the ad, to understand the influence on the number of purchases. The database was downloaded from Kaggle and has its origin in a Facebook ads campaign.