Giter VIP home page Giter VIP logo

anuraagrath / titanic_dataanalysis Goto Github PK

View Code? Open in Web Editor NEW
0.0 1.0 0.0 762 KB

Using Pandas and Numpy, I performed basic data analysis on the deathtoll of the Titanic. Here I discovered as to how many people died, which statusclass suffered the most, which gender suffered the most and many other information.

Jupyter Notebook 100.00%
titanic titanic-dataanalysis women data-analysis dataanalytics pandas numpy matplotlib

titanic_dataanalysis's Introduction

Titanic_DataAnalysis

Logo

Using Pandas and Numpy, I performed basic data analysis on the deathtoll of the Titanic. Here I discovered as to how many people died, which statusclass suffered the most, which gender suffered the most and many other information.

Interpretation

  • The percentage of survivors of the Titanic were only about 38% deathgrapgh survivors

  • When we group the people by Gender we see that only 18% of the Men survived and about 74% of Females survived gender

  • When we further Group the genders to their Classes of their Tickets we can see that 96.8% of the women in Firstclass and 92.1% of the women in SecondClass survived genderandclass

  • Lastly when we see the above case but under the age of 18 we can notice that all the women of Secondclass and all the men of the firstclass survived genderandclassunder18

So we can see that we can perform basic data analytics on any Excel data using Numpy and Pandas libraries of Python which are specifically used for DataAnalytics

Thank You

Yours Truely,

Anuraag Rath

titanic_dataanalysis's People

Contributors

anuraagrath avatar

Watchers

 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.