Giter Site home page Giter Site logo

data-science-mini-projects's Introduction

Data-science-mini-projects

First project :

Hotel demand analysis

About

This dataset describes hotel demand data. One of the hotels is a resort hotel and the other is a city hotel. it contains 31 variables describing the of 119390 observations. Each observation represents a hotel booking. the bookings arrival is between the 1st of July of 2015 and the 31st of August 2017, including bookings that effectively arrived and bookings that were canceled.

How to view :
  • download the notebook and the csv file in the hotel_bookings folder
  • run the notebook to view all the graphs
  • if you faced any problem with any libraries, try to run the command : pip install 'library name'

Second project :

Hotel demand analysis

About

This data set describes the student performance in various subjects and in this project aims to find what factors can play a role in the student grades

How to view :
  • download the notebook and the csv file in the student performance folder
  • run the notebook to view all the graphs
  • if you faced any problem with any libraries, try to run the command : pip install 'library name'

third project :

House price prediction

About

This dataset describes the various features of houses and their prices the full description for all features is in the data_description.txt file

How to view :
  • download the notebook and the csv file in the House_prediction_dataset folder
  • run the notebook to view all the graphs
  • re-runing the file will result in different evalution matrices
  • if you faced any problem with any libraries, try to run the command : pip install 'library name'

data-science-mini-projects's People

Contributors

novr1512 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.