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Data Profiling Tools
Eddie Lin edited this page Jan 18, 2017
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We want to generate some data profile after the open schema created for better understanding of our data and evaluating the quality of data. We will output a csv file as a data profile report.
- Descriptive Statistics
- Unique job title/frequency
- Unique occupation/frequency
- Number of posting
- Geo-related stats:
- Time-related stats:
- Word counts for each field
- Missing value counts for each field