Go to example tasks

Track Dataset Deduplication & Merge Changes

Track Dataset Deduplication & Merge Changes. Ready-to-run Dataset Deduplication & Merge Planner workflow with structured Dataset output for analysis, automation and AI use.

Try for free
Dataset Deduplication & Merge Planner
Dataset Deduplication & Merge Plannerquanmatrix/dataset-deduplication-merge-planner
Ok
Duplicate Groups
Duplicate Items
Duplicate Rate Pct
+12 fields
Text
Number
Boolean
List
Object

Input

Inline items
id:1+2
name:A+2
Maximum items:10000
Key fields:id
Merge strategy:first
Previous dedup analysis
Cost per duplicate (USD):0.25
Monthly runs:100
Warn duplicate rate (%):1
Block duplicate rate (%):10

Output fields

Ok
Duplicate Groups
Duplicate Items
Duplicate Rate Pct
Merge Strategy
Recommendations
Issues
Baseline available
Duplicate rate delta
Excess duplicate items
Key completeness percent
Estimated monthly savings
Estimated annual savings
Confidence score
Decision
Decision reasons

How it works

Sign up on Apify01

Create your Apify account to access the Dataset Deduplication & Merge Planner.

Start the run02

The Actor will start running based on the input automatically.

Receive the output03

Monitor the progress in real-time. You will be notified as soon as your dataset is complete and ready for review.

Integrate into your workflow04

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow.

Image

Integrate Actor directly into your workflow

Choose from one of 100+ integration options we provide or integrate via API

Webhook

Webhook

n8n

n8n

Make

Make

Zapier

Zapier

Airbyte

Airbyte

Keboola

Keboola

IFTTT

IFTTT

Hubspot

Hubspot

GDrive

GDrive

Gmail

Gmail

Apify MCP

Apify MCP

GitHub

GitHub

Slack

Slack

LangChain

LangChain

LlamaIndex

LlamaIndex

Flowise

Flowise

Pinecone

Pinecone

OpenAI

OpenAI

Mastra

Mastra

Clay

Clay