Giter VIP home page Giter VIP logo

maven-unicorn-challenge's Introduction

๐Ÿฆ„ Maven Unicorn Challenge

๐Ÿ“š About Data

Private companies with a valuation over $1 billion as of March 2022, including each company's current valuation, funding, country of origin, industry, select investors, and the years they were founded and became unicorns.

This dataset contains a csv table with 1,074 records, one for each company.

#mavenunicornchallenge

๐Ÿ’ก Highlights

  • Valuations in year 2021 makes up one-third of total valuations since the beginning of time.
  • Unicorns in United States and China outperformed the rest of the world with 72% overall valuations.
  • Bytedance, SpaceX, SHEIN and Stripe are the most successful unicorns which performed better than an average unicorn at $71 billion.
  • Unicorns in AI, E-Commerce, Fintech and Edtech industries are valued higher than the average unicorn at $3.5 billion.
  • A unicorn takes an average of 7 years to attain valuation of $1billion and become a unicorn.

โœ๏ธ Data Wrangling

Conducted simple data wrangling and data cleaning:

  • Removed rows with missing values
  • Cleaned Valuation and Funding columns and cast as float
  • Exclude rows with "Unknown" Funding values
  • Explode Select Investors column into individual rows for categorical analysis

๐Ÿ“ Jupyter script: Notebook

๐Ÿ“ Clean Data: unicorn_companies_clean.csv

๐Ÿ“Š Visualization

Produced a 1-pager dashboard using Tableau.

Tableau: Link

Unicorns-2

maven-unicorn-challenge's People

Contributors

katiehuangx avatar

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    ๐Ÿ–– 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. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

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 โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.