Giter Club home page Giter Club logo

bit-academy-capstone-project's Introduction

Brazilian e-commerce analysis

This project analyses e-commerce in Brazil using data published by Olist. Online shopping has become increasingly popular in Brazil, as more and more people have access to internet (177.01M,~77% of the population) and mobile devices, facilitating online shopping. In 2023 72.42% of the population have a mobile device, and penetration is forecasted to increase to 97% by 2029 (Statista.com). However, given the countries socio-economic inequality the adoption and growth of e-commerce hasn't been evenly distributed in Brazil. The analysis providing a snapshot view of e-commerce in the country and explores some key indicators. For this purpose three dashboards were created in PowerBI, using data provided by Olist.

Installation instructions

The data necessary to load the dashboard is provided, as well the .pbix file. For the map of Brazil use the file br-states.json, as the map keys are the abbreviations of state names, matching our data.

Requirements

  • Files required: -br-states.json. -Olist dataset provided as zip file analysis-brazilian-e-commerce-dataset.zip.
  • PowerBI to visualise the dashboards.
  • Python (Pandas package) to clean and manipulate dataset.

Data sources and datasets

The dataset was kindly provided by Olist, and can be found here.

Navigation guide

To navigate the Customer dashboard you can select the state by clicking on the map of Brazil, or by selecting the appropriate tile to the left of the map. Data should update accordingly. In addition to that, there is a bookmark that focuses on São Paulo. You can navigate the Sellers dashboard by selecting the state on the map. The Products dashboard is static, providing a snapshot view of top selling products and their categories.

Dashboard features

Dashboard features include:

  • Interactive map of Brazil showing the states.
  • Cards showing key figures.
  • Histograms ranking the top 10 cities in the selected state.
  • Donut chart showing the preferred payment methods.
  • Tree map showing a breakdown of product categories and their popularity.
  • Two tables ranking the top 10 most and least sold products per category.

Demonstration

Below you'll find a preview of the dashboards.

Customers

alt text

Sellers

alt text

Products

alt text

bit-academy-capstone-project's People

Contributors

pedrohfm avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.