Looker Table Calculation Functions Guide
Table calculations help analysts test logic after a query returns results. They are useful when a metric needs quick review. A team can compare rows, rank results, create running totals, and check percent of total values. This calculator gives a safe practice space. It does not change a dashboard. It shows each step in a clear way.
Why These Functions Matter
Many table formulas work across visible rows. A sum adds every value. An average divides the total by the row count. A rank compares each value against the rest. Offset logic reads a value from another row. Moving averages smooth uneven data. Z scores show how far one value sits from the mean.
Input Quality
Use clean data before you calculate. Remove currency symbols when possible. Keep one value per row or separate values with commas. Match the row index to the number you want to inspect. Choose a window size when smoothing. Choose an offset size when comparing nearby rows. Set decimal places for readable output.
Result Review
The result section explains the selected formula. It also lists row level values when the function returns a series. This makes the tool helpful for training and debugging. It can support dashboard notes, audit checks, and classroom examples. Export the report when you need a record. The CSV file is useful for spreadsheets. The PDF file is useful for sharing.
Best Practice
Table calculations should not replace modeled business rules. Use them for quick analysis, presentation work, and one time checks. Stable metrics often belong in the data model. Still, table calculations are valuable. They help users test ideas before asking for permanent changes. They also make row comparisons easy.
Workflow
A good workflow is simple. Start with the raw values. Select the function. Review the formula. Read the interpretation. Then compare the output with expected business logic. When the result looks right, document the choice. When it looks wrong, inspect sorting, filters, and row order. Row order matters for running totals, offsets, and moving windows.
Final Notes
This calculator focuses on numeric table work. It covers totals, averages, percentages, ranks, offsets, variance, deviation, and row checks. These functions cover many reporting tasks. They also show how small formula choices can change an answer. Use it to learn patterns before dashboards become final.