WUZZUF EDA Web Service

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🎯 About

This project is an Exploratory Data Analysis for Wuzzuf jobs in Egypt data set at Kaggle https://www.kaggle.com/omarhanyy/wuzzuf-jobs

• The project was built as a web service and consumed with a web application.

• The client application exists at https://github.com/mohamedelmesawy/wuzzuf_eda_client

✨ Features

✔️ Java needed classes (POJO , DAO, web service and a tester client for the web service).
✔️ The data set was converted into dataframe and Spark RDD and displayed in charts.
✔️ Display structure and summary of the data.
✔️ Clean the data (null, duplications).
✔️ Count the jobs for each company and display that in order.
✔️ Show step 4 in a pie chart.
✔️ Find out What are it the most popular job titles?
✔️ Show step 6 in bar chart.
✔️ Find out the most popular areas?
✔️ Show step 8 in bar chart.
✔️ Print skills one by one and how many each repeated and order the output to find out the most important skills required?
✔️ Factorize the YearsExp feature and convert it to numbers in new col.
✔️ Apply K-means for job title and companies.

🚀 Technologies

The following tools were used in the REST-API project:

• Java
• SpringBoot
• Spark

for the Client application:

• HTML
• CSS
• JavaScript
• AJAX

✅ Requirements

Before starting 🏁, you need to have Git and Spark installed.

🏁 Starting

# Clone this project
$ git clone https://github.com/mohamedelmesawy/Java_Wuzzuf_EDA_Project.git

# Run the Entry point WuzzufEDAApplication  [web service]

# Clone the [client project]
$ git clone https://github.com/mohamedelmesawy/wuzzuf_eda_client.git

# Run the Entry point Index.html in a server [client]

Made by MOhamed ElMesawy and Ahmed Nabeel and Khaled Sheha

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