Job advertisements
DSrawA data frame with 551 rows and 152 variables
row id
Name of the consultant
Date of Data Retrieved
Published Date of the Advertisement
Name of the job category
Name of the Company
If R is required -> 1 ,If not mentioned -> 0
If SAS is required -> 1 , If not mentioned -> 0
If SPSS is required -> 1 , If not mentioned -> 0
If Python is required -> 1 , If not mentioned -> 0
If Matlab is required -> 1 , If not mentioned -> 0
If Scala is required -> 1 , If not mentioned -> 0
If C# is required -> 1 , If not mentioned -> 0
If knowledge in MS Word is required -> 1 , If not mentioned -> 0
If knowledge in MS Excel is required -> 1 , If not mentioned -> 0
If knowledge in OLE/DB is required -> 1 , If not mentioned -> 0
If Ms Access is required -> 1 , If not mentioned -> 0
If knowledge in Ms Powerpoint is required -> 1 , If not mentioned -> 0
If knowledge in Spreadsheets is required -> 1 , If not mentioned -> 0
If knowledge inData Visualization is required -> 1 , If not mentioned -> 0
If Presentation Skills are required -> 1 , If not mentioned -> 0
If Communication skills are required -> 1 , If not mentioned -> 0
If knowledge in Big Data analysis is required -> 1 , If not mentioned -> 0
If knowledge in Data Warehouse is required -> 1 , If not mentioned -> 0
If knowledge in Cloud Storage is required -> 1 , If not mentioned -> 0
If knowledge in Google Cloud is required -> 1 , If not mentioned -> 0
If knowledge in AWS is required -> 1 , If not mentioned -> 0
If knowledge in Machine Learning is required -> 1 , If not mentioned -> 0
If knowledge in Deep Learning is required -> 1 , If not mentioned -> 0
If knowledge in Computer Vision is required -> 1 , If not #' mentioned -> 0
If Java is required -> 1 , If not mentioned -> 0
If C++ is required -> 1 , If not mentioned -> 0
If C is required -> 1 , If not mentioned -> 0
If knowledge in Linux/Unix is required -> 1 , If not mentioned -> 0
If SQL is required -> 1 , If not mentioned -> 0
If NoSQL is required -> 1 , If not mentioned -> 0
If knowledge in RDBMS is required -> 1 , If not mentioned -> 0
If knowledge in Oracle is required -> 1 , If not mentioned -> 0
If MYSQL is required -> 1 , If not mentioned -> 0
If PHP is required -> 1 , If not mentioned -> 0
If knowledge in Flash Action Script is required -> 1 , If not mentioned -> 0
If knowledge in SPL is required -> 1 , If not mentioned -> 0
If knowledge in Web Design and Development Tools is required -> 1 , If not mentioned -> 0
If knowledge in Wordpress is required -> 1 , If not mentioned -> 0
If Artificial Intelligence is required -> 1 , If not mentioned -> 0
If knowledge in NLP is required -> 1 , If not mentioned -> 0
If knowledge in Microsoft Power BI is required -> 1 , If not mentioned -> 0
If knowledge in Google Analytics is required -> 1 , If not mentioned -> 0
If Graphic and Design Skills are required -> 1 , If not mentioned -> 0
If Data Marketing abillity is required -> 1 , If not mentioned -> 0
If knowledge in SEO is required -> 1 , If not mentioned -> 0
If knowledge in Content Management is required -> 1 , If not mentioned -> 0
If knowledge in Tableau is required -> 1 , If not mentioned -> 0
If knowledge in D3 is required -> 1 , If not mentioned -> 0
If knowledge in Alteryx is required -> 1 , If not mentioned -> 0
If knowledge in KNIME is required -> 1 , If not mentioned -> 0
If knowledge in Spotfire is required -> 1 , If not mentioned -> 0
If knowledge in Spark is required -> 1 , If not mentioned -> 0
If knowledge in S3 is required -> 1 , If not mentioned -> 0
If knowledge in Redshift is required -> 1 , If not mentioned -> 0
If knowledge in Digital Ocean is required -> 1 , If not mentioned -> 0
If Java Script is required -> 1 , If not mentioned -> 0
If knowledge in Kafka is required -> 1 , If not mentioned -> 0
If knowledge in Storm is required -> 1 , If not mentioned -> 0
If knowledge in Bash is required -> 1 , If not mentioned -> 0
If knowledge in Hadoop is required -> 1 , If not mentioned -> 0
If knowledge in Data Pipelines is required -> 1 , If not mentioned -> 0
If MPP Platforms is required ->1,If not mentioned-0
If Qlik is required ->1,If not mentioned ->0
If Pig is required ->1,If not mentioned ->0
If Hive is required ->1,If not mentioned ->0
If Tensorflow is required ->1,If not mentioned ->0
If Map/Reduce is required ->1,If not mentioned ->0
If Impala is required ->1,If not mentioned ->0
If Sloris required ->1,If not mentioned ->0
If Teradata is required ->1,If not mentioned ->0
If MonoDB is required ->1,If not mentioned ->0
If Elasticsearch is required ->1,If not mentioned ->0
If YOLO is required-1 ,If not mentioned-0
If agile execution is required->1 ,If not mentioned->0
If the knowledge in data management is required->1 ,If not mentioned->0
If pyspark is required->1 ,If not mentioned->0
If the knowledge in data mining is required->1 ,If not mentioned->0
If the knowledge in data science is required->1 ,If not mentioned->0
If the knowledge in Web Analytic tools is required->1 ,If not mentioned->0
If IOT is required->1 ,If not mentioned->0
If the knowledge in Numerical Analysis is required->1 ,If not mentioned->0
If the knowledge in Economic is required->1 ,If not mentioned->0
If Finance_Knowledge is required->1 ,If not mentioned->0
If Investment Knowledge is required->1 ,If not mentioned->0
If the ability of Problem Solving is required->1 ,If not mentioned->0
If the ability of speaking Korean language is required->1 ,If not mentioned->0
If Bash\ Linux Scripting is required->1 ,If not mentioned->0
Required knowledge to do a particular job ,If not mentioned->NA
Minimum experience required for a particular job
City where the company is located in
Country where the company is located in
Required educational qualifications
Amount of salary
If the ability of Team Handling is required-1 ,If not mentioned-0
If the ability of Debtor reconciliation is required-1 ,If not mentioned-0
If the ability of Payroll management is required-1 ,If not mentioned-0
If Bayesian knowledge is required-1 ,If not mentioned-0
If Optimization knowledge is required-1 ,If not mentioned-0
If Bahasa Malaysia is required-1 ,If not mentioned-0
If English proficiency is required-1 ,If not mentioned-0
Web address of a particular job advertisement
web search term of a particular job advertisement
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Collected and entered by BSc (Hons) Statistics undegraduates - 2020
data(DSraw)
head(DSraw)
#> # A tibble: 6 × 152
#> ID Consultant DateRetrieved DatePublished Job_title Company R SAS
#> <dbl> <chr> <chr> <chr> <chr> <chr> <dbl> <dbl>
#> 1 1 Thiyanga 05/08/2020 NA NA NA 1 1
#> 2 2 Jayani 07/08/2020 31/07/2020 Junior Data … Dialog… 1 0
#> 3 3 Jayani 07/08/2020 06/08/20 Engineer, An… London… 0 0
#> 4 4 Jayani 07/08/2020 24/07/2020 CI-Statistic… E.D. B… 1 1
#> 5 5 Jayani 07/08/2020 24/07/2020 DA-Data Anal… E.D. B… 0 1
#> 6 6 Jayani 07/08/2020 13/08/2020 Data Scienti… Emirat… 1 0
#> # ℹ 144 more variables: SPSS <dbl>, Python <dbl>, MAtlab <dbl>, Scala <dbl>,
#> # `C#` <dbl>, `MS Word` <dbl>, `Ms Excel` <dbl>, `OLE/DB` <dbl>,
#> # `Ms Access` <dbl>, `Ms PowerPoint` <dbl>, Spreadsheets <dbl>,
#> # Data_visualization <dbl>, Presentation_Skills <dbl>, Communication <dbl>,
#> # BigData <dbl>, Data_warehouse <dbl>, cloud_storage <dbl>,
#> # Google_Cloud <dbl>, AWS <dbl>, Machine_Learning <dbl>,
#> # `Deep Learning` <dbl>, Computer_vision <dbl>, Java <dbl>, `C++` <dbl>, …
summary(DSraw)
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#> X144 X145 X146 X147 X148
#> Mode:logical Mode:logical Mode:logical Mode:logical Mode:logical
#> NA's:551 NA's:551 NA's:551 NA's:551 NA's:551
#>
#>
#>
#>
#>
#> X149 X150 X151 X152
#> Mode:logical Mode:logical Mode:logical Mode:logical
#> NA's:551 NA's:551 NA's:551 NA's:551
#>
#>
#>
#>
#>