You can access the Dataset Toolbox programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in Integrations settings in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

$echo '{
<  "postProcessFun": "(item) => item"
<}' |
<apify call cyberfly/dataset-toolbox --silent --output-dataset

Dataset Toolbox API through CLI

The Apify CLI is the official tool that allows you to use Dataset Toolbox locally, providing convenience functions and automatic retries on errors.

Install the Apify CLI

$npm i -g apify-cli
$apify login

Other API clients include:

Dataset Toolbox API in Python

Dataset Toolbox API in JavaScript

Dataset Toolbox OpenAPI definition

Dataset Toolbox API

Diff Dataset Fields

lukaskrivka/diff-dataset-fields

Compare changes in text fields between two datasets. Monitor new and updated content on websites.

Lukáš Křivka

Merge, Dedup & Transform Datasets

lukaskrivka/dedup-datasets

The ultimate dataset processor. Extremely fast merging, deduplications & transformations all in a single run.

Lukáš Křivka

4.1k

Contact Details Merge & Deduplicate

lukaskrivka/contact-details-merge-deduplicate

Merge and deduplicate all contacts extracted by Contact Details Scraper. Works with multiple datasets. One row per domain.

Lukáš Křivka

Validate Dataset(s) with JSON Schema

jaroslavhejlek/validate-dataset-with-json-schema

This Actor validates items in one or more datasets against a provided JSON Schema. Use it if you planning to add a dataset validation schema to your actor and you want test it.

Jaroslav Hejlek

Rename Dataset Fields

lukaskrivka/rename-dataset-fields

Rename field/columns of any dataset with a simple mapping

Lukáš Křivka

Aggregate Fields

pocesar/aggregate-fields

Create an overview of a dataset by aggregating the possible variations from the selected fields. Useful for checking the consistency of data used together with the Results Checker actor.

Paulo Cesar

Append to dataset

valek.josef/append-to-dataset

Utility actor that allows you to build a single large dataset from individual default datasets of other actor runs.

Josef Válek

Spawn Workers

pocesar/spawn-workers

This actor lets you spawn tasks or other actors in parallel on the Apify platform that shares a common output dataset, splitting a RequestQueue-like dataset containing request URLs

Paulo Cesar

Batch Runner

useful-tools/batch-runner

Actor for starting several Runs from single Input. It also has capability to merge the Dataset items from the created batch.

Useful tools

5.0

Email check, verify, validate

anchor/email-check-verify-validate

Email Check, verify and validate is an email verification tool. It helps you validate any email address online. Check if mailbox really exists ! This email validator checks email address validity in seconds. Verification of emails mainly based on servers response for most accuracy. Upload your CSV.