Icon

04 Data Transformation - Solution

04 Data Transformation - Solution
Exercise: Data Transformation1) Read the adult.csv file by executing the File Reader node2) Create a new column "work-status" with the value "full-time" if the weekly workinghours are >=40 and "part-time" otherwise3) Replace the hyphen in "United-States" by a space character in the "native-country"column4) Create a new column "year-of-birth" by substracting the age number from 1994,which is the year when the data were collected 5) OPTIONAL: Replicate the tasks 3 & 4 with the Column Expressions node6) Take a look at the first row in the data table (ID 177) after completing the datatransformation operations. What is the work status, native country, and year of birth ofthis person? Read adult.csvCreate work statuscolumnReplace "-"by "" in the nativecountry columnyear-of-birthcolumnComplete the same tasks as above File Reader Rule Engine String Manipulation Math Formula Column Expressions Exercise: Data Transformation1) Read the adult.csv file by executing the File Reader node2) Create a new column "work-status" with the value "full-time" if the weekly workinghours are >=40 and "part-time" otherwise3) Replace the hyphen in "United-States" by a space character in the "native-country"column4) Create a new column "year-of-birth" by substracting the age number from 1994,which is the year when the data were collected 5) OPTIONAL: Replicate the tasks 3 & 4 with the Column Expressions node6) Take a look at the first row in the data table (ID 177) after completing the datatransformation operations. What is the work status, native country, and year of birth ofthis person? Read adult.csvCreate work statuscolumnReplace "-"by "" in the nativecountry columnyear-of-birthcolumnComplete the same tasks as above File Reader Rule Engine String Manipulation Math Formula Column Expressions

Nodes

Extensions

Links