Data Engineering

Bulk Sanitizer.

Transform messy source lists into standardized physical names. Automatically applies your enterprise abbreviations and naming conventions in seconds.

Mode

Lower Snake Case + Abbreviations

Source Column NamesLines: 4
Standardized Output
cust_nm
Customer name
cust_id
customer identifier
cust_ind
customer indicator
party_cd
party code

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Character Cleaning

  • • Removes special characters (#, @, !, $)
  • • Handles multiple spaces and underscores
  • • Strips leading and trailing delimiters

Glossary Matching

  • • Matches tokens against Enterprise Abbreviations
  • • Suggests official acronyms (e.g., Account → ACCT)
  • • Preserves unknown terms for manual review

Physical Formatting

  • • Enforces Global UPPER_SNAKE_CASE
  • • Standardizes Date/ID suffixes
  • • Optimizes for DB object length limits