Dataset Validity Checker

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Pay per usage

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Dataset Validity Checker

Try for free

Developed by

Matěj Sochor

Maintained by Community

Automatically checks, whether default datasets created by runs of an actor differ too much from the previously encountered ones, allowing it to warn you about web scraping problems caused by, e.g., a website layout changing, or other significant changes in the resulting data.

0.0 (0)

Pricing

Pay per usage

Last modified

3 years ago

Developer tools

You can access the Dataset Validity Checker 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

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {}
9
10# Run the Actor and wait for it to finish
11run = client.actor("equidem/dataset-validity-checker").call(run_input=run_input)
12
13# Fetch and print Actor results from the run's dataset (if there are any)
14print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
15for item in client.dataset(run["defaultDatasetId"]).iterate_items():
16    print(item)
17
18# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Dataset Validity Checker API in Python

The Apify API client for Python is the official library that allows you to use Dataset Validity Checker API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Dataset Validity Checker API in JavaScript

Dataset Validity Checker API through CLI

Dataset Validity Checker OpenAPI definition

Dataset Validity Checker API

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

Failed Runs Monitor

jannovotny/failed-runs-monitor

This actor will let you know about failed or time outed runs of your actors and tasks via Slack or email. It can also notice you about successful runs with empty dataset, check JSON schema of dataset items, or about runs that are running for too long.

Jan Novotný

Website-checker-starter

vaclavrut/website-checker-starter

Works with lukaskrivka/website-checker. The idea is that this actor manages more URLs on the input, will start website-checker with 10 runs at a time and store all data to one datasets.

Vaclav Rut

Website Checker Workload

lukaskrivka/website-checker-workload

Creates reasonable workloads for analyzing any website with the Website Checker actor and combines the resulting data. This is the easiest way to analyze any website for compute unit usage and anti-scraping blocking.

Lukáš Křivka

Content Checker

jakubbalada/content-checker

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Jakub Balada

2.4K

4.4

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Jakub Drobník

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dev_bodex/get-countries-info-by-code-scraper

This scraper is designed to retrieve detailed information about countries by their respective ISO country codes (e.g., "US" for the United States) or by their currency codes (e.g., "USD" for US Dollar).

Festus Befgrp

Web Crawler

rigelbytes/webcrawler

This web crawler is designed to provide users with complete flexibility by allowing them to use their **own proxies**. The scraper collects all pages from the website and returns extracts the **MetaData**, **Title**, and **Content** of the page in MarkDown.

Rigel Bytes

Extract Website With URL

mrahil/extract-website-with-url

The Extract Website with URL API allows users to extract structured data from any webpage by providing a URL. It retrieves HTML, metadata, tables, and images, returning data in JSON format. Ideal for web scraping, SEO analysis, and content extraction. Use it for e-commerce data, news scraping

Mohammed Rahil

113

Website Backup

mhamas/website-backup

Enables to create a backup of any website by crawling it, so that you don’t lose any content by accident. Ideal e.g. for your personal or company blog.