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HR
Analytics
TEXT
Text Mining process:
Step 1 : read file, usually in Plain Text format
Step 2 : Build Corpus, A corpus is a collection of texts, written or spoken,
usually stored in a computer database.
Step 3: Clean text, remove punctuations, uppercase letters, common English words.
Step 4, Create Term Document Matrix, TDM, Matrix for words and frequency.
Step 5: Create tables, frequency distributions, Correlations, Word Clouds
Step 6: Interpret findings and derive patterns and insights.
Create a Word Cloud : Attrition is mostly related to credit ( or lack of it)
given to employees’work in the organization.

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HR Analytics1.pptx

  • 2. Text Mining process: Step 1 : read file, usually in Plain Text format Step 2 : Build Corpus, A corpus is a collection of texts, written or spoken, usually stored in a computer database. Step 3: Clean text, remove punctuations, uppercase letters, common English words. Step 4, Create Term Document Matrix, TDM, Matrix for words and frequency. Step 5: Create tables, frequency distributions, Correlations, Word Clouds Step 6: Interpret findings and derive patterns and insights.
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