AI_ITI_Java_Project_G7

Task: • Build all java needed classes (POJO , DAO, web service and a tester client for the web service) • Make a web service to get the following from the data set:

1. Read the dataset, convert it to DataFrame or Spark Dataset, 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 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?
11. Factorize the YearsExp feature and convert it to numbers in new col. (Bonus ).
12. Apply K-means for job title and companies (Bonus).

Data Set:

Wuzzuf jobs in Egypt data set at Kaggle https://www.kaggle.com/omarhanyy/wuzzuf-jobs

Team Names:

Fatema Samir

Fatima Massoud

Alaa Elawady

Mohamed Ibrahim