Pricing

from $0.05 / 1,000 record normalizeds

Try for free

Go to Apify Store

Record Normalizer & Deduplicator

Try for free

Normalize JSON or Apify Dataset records with key conversion, flattening, deterministic SHA-256 fingerprints, and duplicate removal.

Pricing

from $0.05 / 1,000 record normalizeds

Rating

0.0

(0)

Developer

Axel Hu

Actor stats

Bookmarked

Total users

Monthly active users

7 days ago

Last modified

Record Normalizer

Normalize arbitrary JSON records or an existing Apify Dataset with deterministic pure code.

Features:

preserve, snake_case, or camelCase keys
optional nested-object flattening
empty-value removal
deterministic SHA-256 fingerprints
duplicate suppression
inline JSON or an existing Apify Dataset as input

Monetization unit

Each emitted record is billed as one record-normalized event at $0.00005 per record ($0.05 per 1,000 records).

The transformation uses no external web service or paid API.

Every run also uses Apify's standard apify-actor-start event at $0.00005 per start. This enables Apify's startup-cost reduction and is separate from per-record billing.

Example

Input:

{
  "inlineItems": [
    {"firstName": "Ada", "Postal Code": "12345"},
    {"firstName": "Grace", "Postal Code": "22201"}
  ],
  "keyStyle": "snake",
  "deduplicate": true,
  "includeFingerprint": true
}

Output records include normalized keys and a deterministic _fingerprint.

Support

Use the Issues tab on this Actor's Apify page for bug reports or questions. Include the Actor run ID, expected behavior, and a non-sensitive minimal input when possible. Please do not post API tokens, cookies, or private datasets.

JSON Dataset Cleaner and Deduplicator

rodrgds/dataset-cleaner

Clean JSON datasets, remove empty rows, deduplicate by any field, validate emails, and prepare scraper output for CRMs, analysis, or AI workflows.

Rodrigo Dias

Notion & HubSpot Record Export — Paged, Flattened for CSV

deadwood_data_solutions/connector-record-puller

Pull records out of Notion, HubSpot, Airtable, Supabase or any MCP-connected app into an Apify dataset — with pagination, field selection, flattening for CSV, and incremental runs that only return what's new.

K O

Econdb

prophed/econdb

Fetch public JSON data from Econdb and emit normalized Apify dataset rows.

Prophed Com

AI Chat Export Normalizer

z3n_m4nt1s/ai-chat-export-normalizer

Turn ChatGPT and Claude conversations.json files or export ZIPs into clean, stable, receipt-bearing JSONL records.

theCR8Fconclave SYST3MS

CSV Deduper Normalizer

junipr/csv-deduper-normalizer

Deduplicate and normalize CSV-style rows. Clean whitespace, casing, domains, URLs, and emails, then output kept and duplicate rows plus clean CSV/JSON files.

junipr

Python Code Runner - pip, pandas & Dataset In/Out

automa-flow/python-code-runner

Run your Python main() on rows from a Dataset, JSON or n8n in one API call. pip packages from a requirements field, pandas and openpyxl preinstalled, encrypted secrets as environment variables, rows back with per-item status.