🤔 Installing and Running the project

To install the project you just need to clone it then build and run using your favourite ide.

Note that:

• Kindly make sure you have java 1.8 installed on your machine
• If you faced any errors while building or running please go to pom file then install maven dependencies from there.

📊 Wuzzuf Dataset Analysis

Final java for machine learning course project

This is the final project of the Java for machine learning course in the ITI Scholarship -AI Intake 2.

💻 Dataset used from Kaggle

The data set used in this project was provided by Wuzzuf jobs in Egypt data set at Kaggle : https://www.kaggle.com/omarhanyy/wuzzuf-jobs

🚀 Project Specification

The project purpose was to build all java needed classes (POJO , DAO, web service and a tester client for the web service) and Make a web service to get the following:

1. Read data set and convert it to dataframe or Spark RDD and display some from it.
2. Display structure and summary of the data.
3. Clean the data (null, duplications)
4. Count the jobs for each company and display that in order (What are the most demanding companies for jobs?)
5. Show step 4 in a pie chart
6. Find out What are it the most popular job titles?
7. Show step 6 in bar chart
8. Find out the most popular areas?
9. Show step 8 in bar chart
10. Print skills one by one and how many each repeated and order the output to find out the most important skills required?

📝 Dataset includes

Attribute	Type	Description
title	String	All the job titles of the dataset for ran
company	String	The company he works in
location	String	Where that company is located
type	String	Type of the employment ex: full-part
level	String	The level of the job.
yearsExp	String	How many years of expierence he has
country	String	The country or city that job is located
skills	String	A list of all the skills he has for this job

💁 What You're Getting

├── src
├────── main
├─────────── java
├──────────────── bootStrapData
├──────────────── controllers
├──────────────── model
├──────────────── repository
├─────────── resources
├──────────────── static
├────────────────────── css
├────────────────────── images
├────────────────────── js
├──────────────── templates 

👬 Contributing - Team members

1. Ramez Essam
2. Mohamed Atef Fahmy
3. Omar Hamed Marie
4. Mahmoud Shaaban

👨🏼‍🏫 Contributing - Supervisor

Mr. Amr El-Shafey

📸 Wireframe