Developer & DevOps

Exponential regression for Google APIs

8 nodes 195 117 Automatic trigger
Download

Workflow Description

A template that calculates exponential regression for datasets in Google Sheets, processing data in batches and applying mathematical formulas to generate accurate trend predictions and forecast values.

How it works

  1. 1.Trigger manual execution and prepare source data from Google Sheets
  2. 2.Split dataset into manageable batches for sequential processing
  3. 3.Compute exponential regression coefficients using custom code logic
  4. 4.Update calculation results back to Google Sheets with regression values
  5. 5.Handle errors gracefully with conditional checks and notifications

Use cases

  • Analyze sales growth or economic indicators following exponential patterns
  • Forecast long-term trends for accelerating or compound-growth datasets

Requirements

  • Active Google Workspace account with write access to Google Sheets
  • Structured historical data organized in spreadsheet with clear columns for values and timestamps

Service Value

Ready-made workflow template for automation delivery and service execution.

Apps Used

Split In Batches Google Sheets

Details

Trigger Automatic trigger
Nodes 8
Apps 2
Views 195
Downloads 117

How to Use

  1. 1.Click "Download Template"
  2. 2.Open your n8n dashboard
  3. 3.Go to Workflows > Import from File
  4. 4.Select downloaded file and configure credentials

Nodes Used (8)

When clicking ‘Test workflow’

Manual Trigger

#1

Exponential Backoff

Code

#2

Stop and Error

Stop And Error

#3

Loop Over Items

Split In Batches

#4

Google Sheets

Google Sheets

#5

Wait

Wait

#6

Check Max Retries

If

#7

Sticky Note

Sticky Note

#8