class: center, middle, inverse, title-slide # Rhapsody Group Project ## Unemployment & Employment in 2014-2020 ### Cem Yüzbaşıoğlu<br/>Emre Demirhan<br/>Emre Kemal Yurderi<br/>Serhan Bayram<br/>Umut Turhan ### MEF University ### 30 Dec, 2020 --- # Introduction We used four different datasets which are obtained from TÜIK. + Unemployed People by the Job Searching Channel¹ + Employed & Unemployed People by Educational Level² + Unemployment by Occupational Group³ + Unemployment of Higher Education Graduates by Major⁴ We analysed each dataset and combined different outcomes. .footnote[ [1] [Dataset 1 - Link](https://data.tuik.gov.tr/Bulten/DownloadIstatistikselTablo?p=YD6JGk3HAkwb1wQadeYsjp8iMZJ1cmLtRnMCRXPG3aOudsWPijD1R0XxxA54Ehu8) [2] [Dataset 2 - Link](https://data.tuik.gov.tr/Bulten/DownloadIstatistikselTablo?p=bWJMnEy0j6UZHm1gD5qqGkGNWSNKDEJ4I57rthEhkNd9qHF6QHUpwQl25NrXRpAg) [3] [Dataset 3 - Link](https://data.tuik.gov.tr/Bulten/DownloadIstatistikselTablo?p=VyBwucwx3Wx2uJXGxoM3soWzPxQv5BRhYRELMU0FhptFZ5Ythna2czyzH6s4rDxR) [4] [Dataset 4 - Link](https://data.tuik.gov.tr/Bulten/DownloadIstatistikselTablo?p=vLICiE6Ol0yQYtmtU/kJ2JEnAr8Q14emL5iDhwHMpzChnPnzsVhz1tXV3REhaV9R) ] --- ## Unemployment in 2014-2020 <!-- --> -- <!-- --> --- ## Employed & Unemployed by Educational Level <!-- --> -- <!-- --> --- ## Unemployment of Higher Education Graduates |Major | 2014| 2015| 2016| 2017| 2018| 2019| Trend| |:----------------------------------|----:|----:|----:|----:|----:|----:|-----:| |Architecture and construction | 10.9| 10.2| 12.6| 13.5| 13.7| 18.0| 65.6| |Biology & Env. Sci. | 14.7| 20.2| 14.1| 16.0| 16.9| 14.5| -1.1| |Business & Admin. | 13.6| 13.3| 13.8| 13.2| 13.3| 14.3| 4.8| |Engineering and engineering trades | 8.8| 8.8| 9.4| 9.0| 10.3| 12.1| 38.1| |Health | 3.1| 5.0| 6.3| 9.6| 9.6| 11.4| 262.7| |Info. & Comm. Tech. | 16.8| 17.1| 17.0| 19.9| 14.0| 16.7| -0.6| |Journalism & Info. | 29.2| 17.4| 19.2| 19.1| 23.8| 21.8| -25.3| |Personal Services | 12.9| 15.4| 16.7| 14.3| 12.2| 11.0| -15.1| --- ## Unemployment of Higher Education Graduates <!-- --> |Major | 2014| 2015| 2016| 2017| 2018| 2019| Trend| |:------------------|----:|----:|----:|----:|----:|----:|-----:| |Journalism & Info. | 29.2| 17.4| 19.2| 19.1| 23.8| 21.8| -25.3| --- ## Unemployment of Higher Education Graduates <!-- --> |Major | 2014| 2015| 2016| 2017| 2018| 2019| Trend| |:------|----:|----:|----:|----:|----:|----:|-----:| |Health | 3.1| 5| 6.3| 9.6| 9.6| 11.4| 262.7| --- ## Unemployed Job Searching People by the Channel <!-- --> --- ## Conclusion + Number of unemployed in January 2014 is nearly 2.8 million, in August 2020 is nearly 4.2 million. An increase of **50%**. + **Higher Education** and **Less Than Highschool** levels have the opposite trends both in employment and unemployment. + Some safe-considered majors have increasing unemployment rates such as **Health**, **Architecture** and **Engineering**. + Increase in the number of job applications through Turkish Employment Office, might be related with the decline in job opportunities. --- class: center, middle # Thank You For Listening! [Check Out **Rhapsody's Progress Journal**](https://pjournal.github.io/mef04g-rhapsody/). ## Project Documents [Data Preprocessing](https://pjournal.github.io/mef04g-rhapsody/DataPreprocessing.html) [Final Report](https://pjournal.github.io/mef04g-rhapsody/FinalReport.html) [Shiny App](https://serhanbayrambda.shinyapps.io/project_shiny_app/)