Step2: detect of every columns of xl as char or numeric
Step3: impute null as median value for that numeric columns and most frequently occurring value for char columns
Step4: convert all char data type to one hot encoding.. use only top 5 distinct values (most occurring) for one hot encoding
Step4: calculate spearman correlation for between target and rest of the columns..( supply name of target feature)
Step 5. Display spearman correlation in descending order.","employmentType":["FULL_TIME","PART_TIME","CONTRACTOR","TEMPORARY","PER_DIEM"],"jobLocationType":"TELECOMMUTE","hiringOrganization":{"@type":"Organization","name":"Toogit","sameAs":"https://www.toogit.com/","logo":"https://www.toogit.com/images/toogit_logo_initial.png"},"identifier":{"@type":"PropertyValue","name":"Toogit","value":377924},"skills":["Python"],"applicantLocationRequirements":[{"@type":"Country","name":"IN"},{"@type":"Country","name":"Canada"},{"@type":"Country","name":"USA"},{"@type":"Country","name":"Germany"},{"@type":"Country","name":"Pakistan"},{"@type":"Country","name":"Philippines"},{"@type":"Country","name":"Indonesia"},{"@type":"Country","name":"Sri Lanka"},{"@type":"Country","name":"Nigeria"},{"@type":"Country","name":"China"},{"@type":"Country","name":"Russia"},{"@type":"Country","name":"Bangladesh"}],"validThrough":"2024-09-18T05:44:05+05:30","url":"https://www.toogit.com/freelance-jobs/Mzc3OTI0"}
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