DCAS_jobposition
1
Introduction
2
Data sources
2.1
Collection
2.2
Data set intro
2.2.1
General information
2.2.2
Columns information
2.3
Issues and Problems
3
Data transformation
3.1
Cleaning
3.2
Transformation
4
Missing values
4.1
Graphing
4.2
Analysis
4.2.1
Columns with major missing (>50%)
4.2.2
Frequent pattern of missing data
5
Results
5.1
Job openings
5.1.1
The most in-demanding job categories.
5.1.2
Which career leavel is mostly need in each Category
5.1.3
The top 25 in-demanding business title
5.1.4
What are the month trends of job openings
5.2
Job features
5.2.1
Lower level job titles
5.2.2
higher level job titles
5.2.3
Distribution of salary
5.3
Job filling and posting time
5.3.1
Salary over job filling and level
5.3.2
Unfilled jobs’ waiting date
6
Interactive component
7
Conclusion
7.1
Limitations
7.2
Future directions
Published with bookdown
DCAS Job Position
Chapter 6
Interactive component
The Top 10 High-paying Title in Each Category