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       
(Showing Draft Content)

GROUPBY

This function allows you to create a summary of your data using formula. It supports grouping along row fields and aggregating the associated values. Additionally, it can perform sorting and filtering on grouped data.

Syntax

GROUPBY(row_fields,values,function,[field_headers],[total_depth],[sort_order],[filter_array],[field_relationship])

Arguments

The function has following arguments.

Argument

Description

Example

row_fields

A column-oriented array or range containing the values used to group rows and generate row headers.

  • Group rows based on one column: =GROUPBY(A1:A62, E1:E62, SUM)

  • Group rows based on multiple columns: =GROUPBY(A1:B62, E1:E62, SUM)

  • Group rows based on non-adjacent columns: =GROUPBY(CHOOSECOLS(A1:D62, 1, 4), E1:E62, SUM)

values

A column-oriented array or range of the data to aggregate.

  • Aggregate one column: =GROUPBY(A1:A62, E1:E62, SUM)

  • Aggregate multiple columns: =GROUPBY(B1:B62, E1:G62, MAX)

  • Aggregate non-adjacent columns: =GROUPBY(B1:B62, CHOOSECOLS(E1:G62, 1, 3), MEDIAN)

function

The function to summarize the grouped data.

  • Use one function reference: =GROUPBY(A1:A62, E1:E62, SUM)

  • Use one LAMBDA function: =GROUPBY(B1:B62, E1:E62, LAMBDA(a, IF(COUNT(a) > 2, "↑", "↓")))

  • Multiple aggregations with HSTACK: =GROUPBY(B1:B62, E1:E62, HSTACK(COUNT, LAMBDA(a, IF(COUNT(a) > 2, "↑", "↓")), PERCENTOF))

  • Multiple aggregations with VSTACK: =GROUPBY(B1:B62, E1:E62, VSTACK(COUNT, LAMBDA(a, IF(COUNT(a) > 2, "↑", "↓")), PERCENTOF))

  • Multiple aggregations with HSTACK and rename aggregation: =GROUPBY(A1:B62, E1:E62, VSTACK(HSTACK(COUNT, LAMBDA(a, IF(COUNT(a) > 2, "↑", "↓"))), {"c", "good"}))

  • Multiple aggregations with VSTACK and rename aggregation: =GROUPBY(A1:B62, E1:E62, HSTACK(VSTACK(COUNT, LAMBDA(a, IF(COUNT(a) > 2, "↑", "↓"))), {"c"; "good"}))

  • Multiple aggregations with multiple value columns: The columns and aggregation should have the same count.

  • Multiple aggregations with temp LAMBDA functions: =GROUPBY(A1:A13, C1:C13, VSTACK(MAP({1, 2, 3, 4}, LAMBDA(_m, LAMBDA(_x, @INDEX(_x, _m) / SUM(_x)))), "2024 Q" & {1, 2, 3, 4}), 1, 0)

field_headers [optional]

A number that specifies whether the row_fields and values have headers and whether field headers should be returned in the results.

Options:

Missing(default)- assumes data contains headers based on the values argument

0- no

1- yes and don’t show

2- no but generate

3- yes and show


total_depth[optional]

Determines whether the row headers should contain totals.

Options:

Missing (default)- Grand totals and, where posible, subtotals

0: No totals

1: Grand Totals

2: Grand and Subtotals


sort_order

A number indicating how rows should be sorted. Numbers correspond with columns in row_fields followed by the columns in values. If the number is negative, the rows are sorted in descending/reverse order.

Missing (default) : Ascending order from A to Z based on the row_fields values.

Sorting by multiple columns: Supply a one-dimensional array of numbers corresponding to columns in row_fields followed by the columns in values.


filter_array

A column-oriented 1D array of Booleans that indicate whether the corresponding row of data should be considered.

=GROUPBY(B:B, E:E, COUNT, , , , G:G > 200)

field_relationship

Specifies the relationship fields when multiple columns are provided to row_fields.

Options:

0: Hierarchy (default) - Sorting of later field columns takes into account the hierarchy of earlier columns.

1: Table - Sorting of each field column is done independently. Subtotals are not supported as they rely on the data having a hierarchy.


Remarks

The GROUPBY function supports Excel import and export.

Example

GROUPBY(A1:A62, E1:E62, SUM)

The following code shows the usage of GROUPBY function on a set of data.

 // Allow the Dynamic Array to True
 spread.options.allowDynamicArray = true;
 spread.setSheetCount(3);
 
 let sheet2 = spread.getSheet(1);
 sheet2.name("GROUPBY Function");
 let data = [
     ["YEAR", "Category", "Product", "Status", "Sales", "Rating"],
     [2023, "Electronics", "Smart TV", "Active", 15000, 4.5],
     [2023, "Fashion", "Designer Jeans", "Discontinued", 8000, 4.7],
     [2024, "Food", "Organic Granola", "Active", 5000, 4.8],
     [2023, "Books", "Bestseller Novel", "Active", 12000, 4.6],
     [2024, "Electronics", "Laptop", "Active", 20000, 4.9],
     [2023, "Beauty", "Skincare Set", "Discontinued", 7000, 4.4],
     [2023, "Home & Garden", "Garden Tools", "Active", 6500, 4.3],
     [2024, "Health", "Fitness Tracker", "Active", 9500, 4.6],
     [2023, "Toys", "Action Figure", "Active", 4800, 4.7],
     [2024, "Automotive", "Car Accessories", "Discontinued", 3200, 4.5],
     [2023, "Sports", "Basketball", "Active", 7600, 4.8],
     [2024, "Office Supplies", "Notebooks", "Active", 11000, 4.4],
     [2023, "Pet Supplies", "Dog Food", "Discontinued", 5600, 4.6],
     [2024, "Music", "Headphones", "Active", 13000, 4.9],
     [2023, "Outdoor", "Camping Tent", "Discontinued", 4400, 4.5],
     [2024, "Jewelry", "Silver Necklace", "Active", 2800, 4.7],
     [2023, "Tools", "Power Drill", "Active", 3900, 4.4],
     [2024, "Baby", "Stroller", "Active", 1700, 4.6],
     [2023, "Kitchen", "Blender", "Active", 2500, 4.8],
     [2024, "Clothing", "Casual Shirt", "Discontinued", 6200, 4.5],
     [2023, "Art", "Oil Paintings", "Active", 1900, 4.7],
     [2024, "Hobbies", "Model Trains", "Active", 3100, 4.4],
     [2023, "Tech Gadgets", "Smart Watch", "Discontinued", 7300, 4.6],
     [2024, "Travel", "Luggage", "Active", 4600, 4.8],
     [2023, "Home Decor", "Wall Clock", "Active", 2200, 4.5],
 ];

 // Sheet2 - GROUPBY Function
 sheet2.setArray(0, 0, data);
 sheet2.tables.add("table2", 0, 0, data.length, 6, GC.Spread.Sheets.Tables.TableThemes.medium2);
 sheet2.setFormula(2, 8, "=GROUPBY(A2:A26,E2:E26, SUM)");