| DStidy_2020 {DSjobtracker} | R Documentation |
Data scientists, data Analyst, and statistician related job advertisements in 2020
Description
A dataset with 430 rows and 115 columns
Usage
data(DStidy_2020)
Details
ID. Row id
Consultant. Name of the consultant
DateRetrieved. Date of data retrieved
DatePublished. Published date of the advertisement
Job_title. Name of the job category
Company. Name of the company
R. If R is required -> 1 , If not mentioned -> 0
SAS. If SAS is required -> 1 , If not mentioned -> 0
SPSS. If SPSS is required -> 1 , If not mentioned -> 0
Python. If Python is required -> 1 , If not mentioned -> 0
MAtlab. If MAtlab is required -> 1 , If not mentioned -> 0
Scala. If Scala is required -> 1 , If not mentioned -> 0
C_Sharp. If C_Sharp is required -> 1 , If not mentioned -> 0
Ms_Excel. If Ms_Excel is required -> 1 , If not mentioned -> 0
OLE_DB. If OLE_DB is required -> 1 , If not mentioned -> 0
Ms_Access. If Ms_Access is required -> 1 , If not mentioned -> 0
Ms_PowerPoint. If Ms_PowerPoint is required -> 1 , If not mentioned -> 0
Spreadsheets. If Spreadsheets is required -> 1 , If not mentioned -> 0
Data_visualization. If knowledge in Data Visualization is required -> 1 , If not mentioned -> 0
Presentation_Skills. If Presentation Skills are required -> 1 , If not mentioned -> 0
Communication. If Communication skills are required -> 1 , If not mentioned -> 0
BigData. If knowledge in Big Data analysis is required -> 1 , If not mentioned -> 0
Data_warehouse. If knowledge in Data Warehouse is required -> 1 , If not mentioned -> 0
cloud_storage. If knowledge in Cloud Storage is required -> 1 , If not mentioned -> 0
Google_Cloud. If knowledge in Google Cloud is required -> 1 , If not mentioned -> 0
AWS. If knowledge in AWS is required -> 1 , If not mentioned -> 0
Machine_Learning. If knowledge in Machine Learning is required -> 1 , If not mentioned -> 0
Deep_Learning. If knowledge in Deep Learning is required -> 1 , If not mentioned -> 0
Computer_vision. If knowledge in Computer Vision is required -> 1 , If not mentioned -> 0
Java. If Java is required -> 1 , If not mentioned -> 0
Cpp. If Cpp is required -> 1 , If not mentioned -> 0
C. If C is required -> 1 , If not mentioned -> 0
Linux_Unix. If knowledge in Linux/Unix is required -> 1 , If not mentioned -> 0
SQL. If SQL is required -> 1 , If not mentioned -> 0
NoSQL. If NoSQL is required -> 1 , If not mentioned -> 0
RDBMS. If knowledge in RDBMS is required -> 1 , If not mentioned -> 0
Oracle. If knowledge in Oracle is required -> 1 , If not mentioned -> 0
MySQL. If MYSQL is required -> 1 , If not mentioned -> 0
PHP. If PHP is required -> 1 , If not mentioned -> 0
Flash_Actionscript. If Flash_Actionscript is required -> 1 , If not mentioned -> 0
SPL. If knowledge in SPL is required -> 1 , If not mentioned -> 0
web_design_and_development_tools. If knowledge in Web Design and Development Tools is required -> 1 , If not mentioned -> 0
Wordpress. If Wordpress is required -> 1 , If not mentioned -> 0
AI. If AI is required 1 , If not mentioned 0
Natural_Language_Processing(NLP). If knowledge in NLP is required -> 1 , If not mentioned -> 0
Microsoft_Power_BI. If knowledge in Microsoft Power BI is required -> 1 , If not mentioned -> 0
Google_Analytics. If knowledge in Google Analytics is required -> 1 , If not mentioned -> 0
graphics_and_design_skills. If Graphic and Design Skills are required -> 1 , If not mentioned -> 0
Data_marketing. If Data Marketing abillity is required -> 1 , If not mentioned -> 0
SEO. If knowledge in SEO is required -> 1 , If not mentioned -> 0
Content_Management. If knowledge in Content Management is required -> 1 , If not mentioned -> 0
Tableau. If knowledge in Tableau is required -> 1 , If not mentioned -> 0
D3. If knowledge in D3 is required -> 1 , If not mentioned -> 0
Alteryx. If knowledge in Alteryx is required -> 1 , If not mentioned -> 0
KNIME. If knowledge in KNIME is required -> 1 , If not mentioned -> 0
Spotfire. If knowledge in Spotfire is required -> 1 , If not mentioned -> 0
Spark. If knowledge in Spark is required -> 1 , If not mentioned -> 0
S3. If knowledge in S3 is required -> 1 , If not mentioned -> 0
Redshift. If knowledge in Redshift is required -> 1 , If not mentioned -> 0
DigitalOcean. If knowledge in Digital Ocean is required -> 1 , If not mentioned -> 0
Javascript. If Java Script is required -> 1 , If not mentioned -> 0
Kafka. If knowledge in Kafka is required -> 1 , If not mentioned -> 0
Storm. If knowledge in Storm is required -> 1 , If not mentioned -> 0
Bash. If knowledge in Bash is required -> 1 , If not mentioned -> 0
Hadoop. If knowledge in Hadoop is required -> 1 , If not mentioned -> 0
Data_Pipelines. If knowledge in Data Pipelines is required -> 1 , If not mentioned -> 0
MPP_Platforms. If MPP Platforms is required -> 1 , If not mentioned -> 0
Qlik. If Qlik is required -> 1 , If not mentioned -> 0
Pig. If Pig is required -> 1 , If not mentioned -> 0
Hive. If Hive is required -> 1 , If not mentioned -> 0
Tensorflow. If Tensorflow is required -> 1 , If not mentioned -> 0
Map_Reduce. If Map/Reduce is required -> 1 , If not mentioned -> 0
Impala. If Impala is required -> 1 ,If not mentioned -> 0
Solr. If Sloris required -> 1 , If not mentioned -> 0
Teradata. If Teradata is required -> 1 , If not mentioned -> 0
MongoDB. If MonoDB is required -> 1 , If not mentioned -> 0
Elasticsearch. If Elasticsearch is required -> 1, If not mentioned -> 0
YOLO. If YOLO is required -> 1, If not mentioned -> 0
agile_execution. If agile execution is required -> 1 , If not mentioned -> 0
Data_management. If the knowledge in Data Management is required -> 1 , If not mentioned -> 0
pyspark. If pyspark is required -> 1 , If not mentioned -> 0
Data_mining. If the knowledge in Data Mining is required -> 1 , If not mentioned -> 0
Data_science. If the knowledge in Data Science is required -> 1 , If not mentioned -> 0
Web_Analytic_tools. If the knowledge in Web Analytic tools is required -> 1 , If not mentioned -> 0
IOT. If IOT is required -> 1 , If not mentioned -> 0
Numerical_Analysis. If the knowledge in Numerical Analysis is required -> 1 , If not mentioned -> 0
Economic. If the knowledge in Economic is required -> 1 , If not mentioned -> 0
Finance_Knowledge. If Finance_Knowledge is required -> 1 , If not mentioned -> 0
Investment_Knowledge. If Investment Knowledge is required -> 1 , If not mentioned -> 0
Problem_Solving. If the ability of Problem Solving is required -> 1 , If not mentioned -> 0
Korean_language. If the ability of Korean language is required -> 1 , If not mentioned -> 0
Bash_Linux_Scripting. If Bash Linux Scripting is required -> 1 , If not mentioned -> 0
Team_Handling. If the ability of Team Handling is required -> 1 , If not mentioned -> 0
Debtor_reconcilation. If the ability of Debtor reconciliation is required -> 1 , If not mentioned -> 0
Payroll_management. If the ability of Payroll management is required -> 1 , If not mentioned -> 0
Bayesian. If Bayesian knowledge is required -> 1 , If not mentioned -> 0
Optimization. If Optimization knowledge is required -> 1 ,If not mentioned -> 0
Bahasa_Malaysia. If Bahasa_Malaysia knowledge is required -> 1 ,If not mentioned -> 0
Knowledge_in. Required knowledge to do a particular job , If not mentioned -> NA
City. City where the company is located in , If not mentioned -> NA
Location. Country where the company is located in
Educational_qualifications. Required educational qualifications
Salary. Salary
English_proficiency. English proficiency
URL. URL of the job advertisement
Search_Term. Search Term
Job_Category. Name of the job category
Minimum_Years_of_experience. Minimum years of experience needed for the job , If not mentioned -> NA
Experience. Experience
Experience_Category. Experience category
Job_Country. Job country
Edu_Category. Education category
Minimum_Salary. Minimum salary
Salary_BasisSalary. basis
Source
Data wrangling part was done by Janith C. Wanniarachchie, BSc (Hons)Staistics, University of Sri Jayewardenepura and description file was prepared by Randi Shashikala.