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soton-data-mining / job-salary-prediction

A regression problem, predicting salaries of jobs in UK based on various criteria
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Cleaning: Contract Type- ContractTime - Company - Category - SourceName #7

Closed utkuozbulak closed 7 years ago

utkuozbulak commented 7 years ago

Check different values of Contract Type- ContractTime, update cell values with integers instead of words. ( 0 for empty , 1 for permanent etc... )

utkuozbulak commented 7 years ago

For company, just in case check if there are typos in company name or different names for same compnies.

E.g: Indigo 21 Ltd Indigo 21 Indigo

Update companies with integers.

utkuozbulak commented 7 years ago

Same thing as above for Category and Source Name

utkuozbulak commented 7 years ago

Picked Contract Type - Contract Time, feel free to get others.

utkuozbulak commented 7 years ago

Update on issue: Encoding for all of those is done. Lukas is going to check if there are some issues with Company names like: Indigo 21 Ltd Indigo 21 Indigo