Hi folks, we would like to share with you a super useful and powerful macro developed by the team of RepTik Analytics Solution - to create a SAS Data Dictionary on one or more or all datasets from a SAS data library. This tool helps assessing unfamiliar datasets, boosting analyses speed, and sharing data info across stakeholders. Macro file is attached.
The generated Excel data dictionary contains rich summary information on:
- All Datasets: e.g. number of variables, records, and unique keys.
- All Variables: e.g. length, format, N(%) of missing /non-null /unique values.
- Optional: first 15 obs, and basic statistics (Min, P1, P25, Median, P75, P99, Max, Mean, Mode) of numeric variables.
- Optional: frequencies - N(%) - for each unique values of all variables.
- Optional: remove the display of unique values for specific variables.
- Optional: create a separate Excel data dictionary for each dataset.
Example Use Cases:
- Explore a new set of data tables that you work for first time, get overview of tables, variables, unique values, statistics, etc.
- Generate table/variable/value overviews on a project specific datacut, substantially boost your analyses speed!
- Produce a catalog of information (so called "data dictionary") on a specific set of data tables, for other people to use, e.g. periodic deliveries.
* Note 1: The program can be used in both Windows and Unix environment. Built with SAS 9.4.
* Note 2: There're 5 macros in this file, where %SAS_Data_Dict() is the main macro and the others are supportive.
Have fun!
Ming Zou, MD PhD
SAS Hackathon 2022 - RepTik Analytics Solution,
www.reptik.swissEasy report generation cross-platform. Create, format, and modify your tables & reports with the ease of Office Software and fill in with data from any source automatically via RepTik PDR technology.
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