Pricing

from $2.00 / 1,000 result returneds

Try for free

Go to Apify Store

Csv Data Cleaning And Normalization

Try for free

Operations teams need to validate and normalize recurring CSV and Excel imports without manually correcting rows, silently discarding failures, or losing an audit trail of changes.

Pricing

from $2.00 / 1,000 result returneds

Rating

0.0

(0)

Developer

Jordan Nabbe

Actor stats

Bookmarked

Total users

Monthly active users

2 days ago

Last modified

Categories

Automation

Business

Developer tools

You can access the Csv Data Cleaning And Normalization 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 API & Integrations in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

# Set API token
$API_TOKEN=<YOUR_API_TOKEN>

# Prepare Actor input
$cat > input.json << 'EOF'
<{
<  "source": {
<    "type": "inlineCsv",
<    "delimiter": ",",
<    "csv": "Customer Email,Full Name,Signup Date,Status\n ALICE@EXAMPLE.COM ,alice smith,31/01/2026, active \nbad-address,Bob Jones,2026-02-15,pending"
<  },
<  "columns": [
<    {
<      "target": "email",
<      "type": "email",
<      "sources": [
<        "Customer Email",
<        "Email"
<      ],
<      "required": true,
<      "trim": true,
<      "case": "lower"
<    },
<    {
<      "target": "name",
<      "type": "string",
<      "sources": [
<        "Full Name"
<      ],
<      "required": true,
<      "trim": true,
<      "case": "title"
<    },
<    {
<      "target": "signup_date",
<      "type": "date",
<      "sources": [
<        "Signup Date"
<      ],
<      "required": true,
<      "dateFormats": [
<        "DD/MM/YYYY",
<        "YYYY-MM-DD"
<      ],
<      "outputDateFormat": "YYYY-MM-DD"
<    },
<    {
<      "target": "status",
<      "type": "string",
<      "sources": [
<        "Status"
<      ],
<      "required": true,
<      "trim": true,
<      "case": "lower",
<      "allowedValues": [
<        "active",
<        "inactive"
<      ]
<    }
<  ],
<  "deduplicationKeys": [
<    "email"
<  ],
<  "unknownColumns": "drop"
<}
<EOF

# Run the Actor using an HTTP API
# See the full API reference at https://docs.apify.com/api/v2
$curl "https://api.apify.com/v2/actors/first_watch~csv-data-cleaning-and-normalization/runs?token=$API_TOKEN" \
<  -X POST \
<  -d @input.json \
<  -H 'Content-Type: application/json'

Csv Data Cleaning And Normalization API

Below, you can find a list of relevant HTTP API endpoints for calling the Csv Data Cleaning And Normalization Actor. For this, you’ll need an Apify account. Replace <YOUR_API_TOKEN> in the URLs with your Apify API token, which you can find under API & Integrations in Apify Console. For details, see the API reference.

Run Actor

POST
https://api.apify.com/v2/actors/first_watch~csv-data-cleaning-and-normalization/runs?token=<YOUR_API_TOKEN>

Note: By adding the method=POST query parameter, this API endpoint can be called using a GET request and thus used in third-party webhooks. Please refer to our Run Actor API documentation.

Run Actor synchronously and get dataset items

POST
https://api.apify.com/v2/actors/first_watch~csv-data-cleaning-and-normalization/run-sync-get-dataset-items?token=<YOUR_API_TOKEN>

Note: This endpoint supports both POST and GET request methods. However, only the POST method allows you to pass input data. For more information, please refer to our Run Actor synchronously and get dataset items API documentation.

Get Actor

GET
https://api.apify.com/v2/actors/first_watch~csv-data-cleaning-and-normalization?token=<YOUR_API_TOKEN>

For more information, please refer to our Get Actor API documentation.

Actors can be used to scrape web pages, extract data, or automate browser tasks. Use the Csv Data Cleaning And Normalization API programmatically via the Apify API.

You can choose from:

Csv Data Cleaning And Normalization API in Python

Csv Data Cleaning And Normalization API in JavaScript

Csv Data Cleaning And Normalization API through CLI

Csv Data Cleaning And Normalization OpenAPI definition

You can start Csv Data Cleaning And Normalization with the Apify API by sending an HTTP POST request to the Run Actorendpoint. An Actor’s input and its content type can be passed as a payload of the POST request, and additional options can be specified using URL query parameters. The Csv Data Cleaning And Normalization is identified within the API by its ID, which is the creator’s username and the name of the Actor.

When the Csv Data Cleaning And Normalization run finishes you can list the data from its default dataset(storage) via the API or you can preview the data directly on Apify Console.

Instagram Scraper

apify/instagram-scraper

Extract Instagram posts, reels, profiles, places, hashtags, carousels, and comments. Get data from Instagram using one or more Instagram URLs or search queries: content, context, metrics, metadata. Export scraped data, run the scraper via API, schedule and monitor runs or integrate with other tools.

Apify

434K

4.7

(602)

Instagram Post Scraper

apify/instagram-post-scraper

Scrape Instagram posts. Just add one or more Instagram usernames and get your data in seconds including caption, metrics, images, mentions, coauthors, recent comments, sponsored status, video duration, views. Export scraped data, schedule scraper via API, integrate with other tools or AI workflows.

Apify

142K

4.3

(138)

Instagram Profile Scraper

apify/instagram-profile-scraper

Scrape all Instagram profile info. Just add Instagram usernames, IDs or URLs and extract name, join date, number of followers, location, bio, website, related profiles, video&post count, latest posts. Export scraped data, schedule scraper via API, and integrate with other tools or AI workflows.

Apify

251K

4.7

(175)

TikTok Scraper

clockworks/tiktok-scraper

Extract data from TikTok videos, hashtags, and users. Use URLs or search queries to scrape TikTok profiles, hashtags, posts, URLs, shares, followers, hearts, names, video, and music-related data. Export scraped data, run the scraper via API, schedule and monitor runs or integrate with other tools.

Clockworks

339K

4.7

(370)

Google Maps Scraper

compass/crawler-google-places

Extract data from thousands of Google Maps locations and businesses, including reviews, reviewer details, images, contact info, including full name, email, and job title, opening hours, prices & more. Export data, run via API, schedule and monitor runs, or integrate with other tools.

Compass

653K

4.7

(1,816)

Facebook Posts Scraper

apify/facebook-posts-scraper

Extract posts, videos, and engagement metrics from Facebook pages. Get text captions, reactions, video transcripts, images, external links, collaborators, and more from Facebook pages and profiles. Export ad data, schedule runs via API, and integrate with other tools or AI workflows.

Apify

125K

4.7

(236)

LinkedIn Profile Scraper + Email (No Cookies)

harvestapi/linkedin-profile-scraper

Extract detailed information from LinkedIn profiles in bulk, including complete work experience, education history, skills and more. No cookies or account required.

HarvestAPI

81K

4.6

(93)

Instagram Reel Scraper

apify/instagram-reel-scraper

Scrape or download Instagram reels. Just add Instagram profile or reel URL, and get caption, timestamp, transcript, hashtags, mentions, tagged users, comments, likes, shares, views, duration, and downloaded video. Export scraped data, schedule via API, and integrate with other tools or AI workflows.

Apify

166K

4.4

(103)

Google Search Results Scraper

apify/google-search-scraper

Scrape Google Search Engine Results Pages (SERPs). Select the country or language and extract organic and paid results, AI Mode, AI overviews, ads, queries, People Also Ask, prices, reviews, like a Google SERP API. Export data, run the scraper via API, schedule runs, or integrate with other tools.

Apify

209K

4.6

(219)