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Job Trends Presentation
The document presents an analysis of job market trends from 1983 to 1999 using a dataset of wage data from 132 countries. Various BI tools were employed to normalize and visualize the data, allowing for comparisons of average wages by occupation and country. The findings can assist job boards and university career services while enabling predictive analysis for future job markets.
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Job Trends Presentation
- 1. Job Trends Using DataAnalytics PRESENTED BY: GOURAV ANVEKAR RANJAN MELANTA KUNAL SAVLANI
- 2. Agenda Introduction BITools/Techniques Used Data Normalization Analysis Comparison Business Value Conclusion
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- 4. Introduction The datasetis based on job market metrics like salaries, job industries, occupation, countries etc. Contains historical data from year 1983 to 1999 Contains wage data of 132 countries Data source EconomicsWebInstitute.org
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- 6. BI Tools/Techniques Used Tableau Microsoft Excel Pivot table Google Data Visualization API
- 7. Data Normalization Cleaningthe dataset Removed entries with inappropriate values (1%) Removed entries with NULL values (0.5%) Consolidated dataset from different year ranges Normalized dataset to meet single standard of comparison Wage rate was standardized to USD Exchange rate was taken care for country to country and time to time
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- 9. Average Wages VsCountry
- 10. Average Wages VsCountry
- 11. Average Wages VsYear
- 12. Average Wages VsOccupation 0.00 500.00 1000.00 1500.00 2000.00 2500.00 3000.00 Airtransportpilot Governmentexecutive… Accountant Dentist(general) Governmentexecutive… Journalist Electronicsdraughtsman Technicaleducation… Supervisororgeneral… Miner Metalmelter Roadtransportservices… Ship'ssteward(passenger) Constructionalsteelerector Buildingelectrician Benchmoulder(metal) Electricpowerlineman Butcher Postofficecounterclerk Forestsupervisor Deep-seafisherman Quarryman Grainmiller Telephoneswitchboard… Aircraftaccidentfire-fighter Urbanmotortruckdriver Ambulancedriver Cook Sawmillsawyer Labourer Logger Furnitureupholsterer Fieldcropfarmworker Sewing-machineoperator Plantationsupervisor Average Wage Vs Occupation
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- 15. Average Wage Comparison- Accountant 0 500 1000 1500 2000 2500 3000 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 Average Wage Comparison - Accountant United States China India
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- 18. Business Value Theanalysis can be used by Job boards like glassdoor, LinkedIn etc. to recommend potential employers to candidates based on their profile and the job industries University career services department to help students target specific occupation by considering average salary metrics by locations, growing trends etc. This analysis can further be extended to make future predictions in job trends
- 19. Conclusion The worldhas seen major shifts in the changing job markets Worlds largest economies have shown significant rise in the average salaries in many job industries Results will help us compare the historical data and hence carry out predictive analysis to save cost and build better solution useful to various organizations
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