Analytics
  • Introductions
    • 👋Hello Analytics!
    • 👩‍🎓Workflow Philosophy
    • 📹Build a Workflow
    • 🖨️Start from a Template
      • 3 Way Match
      • Accounts Payable - Analytical Review
      • Accounts Payable - Debt Aging and Approval
      • Accounts Receivable - Analytical Review
      • Accounts Receivable - Completeness, Write-Offs, and Manual Adjustment Testing
      • Account Receivable - Credit Aging and Approval
      • Accounts Receivable - Credit Limits and Balance Testing
      • Account Reconciliation
      • Automated Sampling
      • Benford's Law
      • CutOff Testing
      • Change Management Review
      • Disbursement Analysis
      • Fictitious Vendor Testing
      • Financial Account Variance Analysis
      • Fixed Assets - Depreciation Recalculation
      • Fixed Assets - Duplicate Identification
      • Fixed Assets - Negative NBV Check
      • Journal Entries - Analytical Review
      • Journal Entries - Anomaly Detection
      • Journal Entries - Approval and Suspicious Posting Testing
      • Journal Entries - Balanced and Suspicious Amount Testing
      • Journal Entries - Duplicates and Sequence Testing
      • Missing Data Check
      • New User Access Testing
      • Numerical Outlier Detection
      • Payroll - Ghost Employees, Analysis, and Duplicates
      • Payroll - Inactivity and Salary Confirmation
      • Procure to Pay - Duplicates and Suspicious Posting Testing
      • Procure to Pay - Mismatched Documents & Vendor Spend
      • Procure to Pay - Payments Remitted to Employees
      • Procure to Pay - Payment Timing and Terms Test
      • Procure to Pay - Vendor Master File Review
      • Risk Scoring
      • Segregation of Duties
      • Terminated User Access Testing
      • Travel & Expense Testing
      • User Access Review
    • 📓Release Notes
  • Workflows
    • 🎨The Canvas
    • 📏Setting Up
    • 👆Drag & Drop
      • 🖱️Click to Add
    • 🧰Tools
    • 🧮Expression Builder
      • Operators
      • Functions
        • Aggregate Functions
          • AVERAGE
          • CORR
          • COUNT
          • COUNTD
          • COUNTBY
          • COUNTIF
          • COUNTIFS
          • COVAR
          • COVARP
          • COVARS
          • MAX
          • MEDIAN
          • MIN
          • MAXBY
          • MINBY
          • PERCENTILE
          • RUNNINGTOTALBY
          • SIGN
          • SIN
          • SQRT
          • SQUARE
          • STDEV
          • STDEVP
          • STDEVS
          • SUM
          • SUMBY
          • SUMIF
          • TAN
          • VAR
          • VARP
          • VARS
          • ZN
        • Conversion Functions
          • TIMESTAMPTODATE
          • TODATE
          • TODECIMAL
          • TOINT
        • Date/Time Functions
          • DATEADD
          • DATEDIF
          • DATENAME
          • DATENORMALIZE
          • DATEPART
          • DATETRUNC
          • DAY
          • DAYS
          • WORKDAYS
          • HOUR
          • ISDATE
          • ISOWEEKDAY
          • ISOWEEK
          • ISOQUARTER
          • ISOYEAR
          • MAKEDATE
          • MAKEDATETIME
          • MINUTE
          • MONTH
          • NOW
          • QUARTER
          • SECOND
          • TODAY
          • WEEK
          • WEEKDAY
          • YEAR
        • Logical Functions
          • AND
          • BETWEEN
          • CASE
          • CHOOSE
          • CONTAINSWITHIN
          • IF
          • IFS
          • IIF
          • IN
          • IFNULL
          • ISBOOLEAN
          • ISDECIMAL
          • ISDURATION
          • ISINTEGER
          • ISNULL
          • ISNUMBER
          • ISSTRING
          • ISUNIQUE
          • NOT
          • NULL
          • OR
          • SWITCH
          • ALL
            • TOSTRING
          • ANY
        • Math Functions
          • ABS
          • ACOS
          • ASIN
          • ATAN
          • ATAN2
          • CEILING
          • COS
          • COT
          • COSEC
          • DEGREES
          • DIV
          • EVEN
          • EXPONENTIAL
          • FILLINFINITY
          • FLOOR
          • HAVERSINE
          • LOG
          • LN
          • ODD
          • MODULO
          • PERCENTILEOFVALUE
          • PERCENTILEVALUE
          • PI
          • POWER
          • RADIANS
          • RANDOM
          • ROUND
          • SEC
        • Table Functions
          • ENCODE
          • INDEX
          • INDEXBY
          • FILLNULL
          • FIRSTBY
          • GENERATEUNIQUEID
          • LASTBY
          • LOOKUP
          • MATCH
          • NTH
          • OFFSET
          • OFFSETBY
          • PREVIOUSVALUE
          • RANK
          • RANKBY
          • RECORDID
          • ROLLINGAVERAGE
          • ROW
          • RUNNINGAVERAGE
          • RUNNINGMAX
          • RUNNINGMIN
          • RUNNINGSTDEV
          • RUNNINGTOTAL
          • WINDOWAVERAGE
          • WINDOWMAX
          • WINDOWMIN
          • WINDOWCOUNT
          • WINDOWSUM
          • SEQUENCE
          • WINDOWMEDIAN
          • WINDOWSTDEV
          • WINDOWSTDEVP
          • WINDOWSTDEVS
          • WINDOWVAR
          • WINDOWVARP
          • WINDOWVARS
          • WINDOWCORR
          • WINDOWCOVAR
          • WINDOWCOVARP
          • WINDOWCOVARS
          • SMOOTHEDAVERAGE
        • Text Functions
          • ASCII
          • CHAR
          • CONCAT
          • CONTAINS
          • ENDSWITH
          • FIND
          • FINDNTH
          • ISEMPTY
          • JSONPARSE
          • LEFT
          • LENGTH
          • LOWER
          • LTRIM
          • MID
          • PROPER
          • RIGHT
          • RTRIM
          • SPACE
          • SPLIT
          • STARTSWITH
          • TRIM
          • SUBSTITUTE
          • UPPER
        • Window Functions
    • 🔗Parameters
      • File Input Parameters
      • Sample Tool Parameters
      • System Parameters
  • Tools
    • 🗃️Import
      • Import File
      • Import From API
      • Import From Integration
        • GitHub
        • Snowflake
      • Import Sample Data
      • New Table
    • ✨Clean
      • Find Replace
      • ParseJSON
      • Sample
      • Text to Columns
      • Validate
    • 💻Code
      • PythonCode
        • Fuzzy Match
    • 🤝Merge
      • Append
      • Join
    • 🧙Transform
      • Edit Columns
      • Add Columns
      • Select Columns
      • Filter
      • Sort
      • Deduplicate
      • Pivot
      • Unpivot
    • 📊Visualize
      • Chart
        • Bar
        • Line
        • Combo
        • Scatter
        • Histogram
        • Box
        • Pie
        • Area
        • Funnel
    • 📬Publish
      • Publish to Toolkit
      • Publish via Email
  • 📚Dictionary
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  1. Tools

Clean

Last updated 7 months ago

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Data often arrives in a less-than-ideal state. AuditBoard Analytics's suite of cleaning tools can help you automate data cleanup. Simple tools like or can help prep data before transformation. Check incoming data for specified conditions by using the tool.

✨

Find text strings in a dataset, replace with new text

Split one column into many based on characters in that column

Pull just a portion of data from a tool, based on selected rules

Confirm your data meets expectations, includes lookup checks

ParseJSON offers the ability to flatten or explode JSON objects from one JSON column into new broken out columns in your dataset. You can also select the max level to flatten if you want to flatten to deeper levels in the JSON string.

Find & Replace
Text to Columns
Validate
Find Replace
Text to Columns
Sample
Validate
Parse JSON