This Project is a Java Project in ITI .. AIPro Track 2021 Our Group Members are ................................................................... (Ahmed Essam Azab, Mohammed AL-Sayed Agoor, Asmaa Ali Mahmoud)
required Tasks are :
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Read data set and convert it to dataframe or Spark RDD and display some from it.
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Display structure and summary of the data.
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Clean the data (null, duplications)
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Count the jobs for each company and display that in order (What are the most demanding companies for jobs?)
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Show step 4 in a pie chart
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Find out What are it the most popular job titles?
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Show step 6 in bar chart
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Find out the most popular areas?
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Show step 8 in bar chart
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Print skills one by one and how many each repeated and order the output to find out the most important skills required?
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Factorize the YearsExp feature and convert it to numbers in new col. (Bounce)
DataSet: Wuzzuf jobs in Egypt data set at Kaggle https://www.kaggle.com/omarhanyy/wuzzuf-jobs