Csv Data Cleaning And Normalization
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.
1 users/m View on Apify
7%
users
Apify builder
Leaderboard position
out of 10,354
New actors
#2,385
↓ -2,058
Total actors
#1,251
↑ +393
Monthly users
#1,799
↑ +300
Total users
#2,944
↑ +528
Monthly runs
#1,952
↑ +1,285
Total runs
#3,466
↑ +1,600
Portfolio stats
New actors
1
↓ -12
Total actors
14
↑ +8
Monthly users
14
↑ +8
Total users
28
↑ +16
Monthly runs
323
↑ +266
Total runs
600
↑ +462
New actors
Actors published by day
Each bar shows one day in the last 30 days.
Oct 8 Nov 6
Portfolio concentration
Actors driving most users
12 of 14 actors cover 80%+ of monthly users.
Duplicate Record Detection And Merging
Recurring CRM, customer, lead, supplier, procurement, and inventory exports contain exact and near-duplicate rows. Teams need to consolidate them without manually comparing every record or losing better values during a merge.
1 users/m View on Apify
7%
users
Excel Spreadsheet To Json Conversion
Automation workflows need to turn recurring Excel spreadsheets into predictable JSON without silently accepting malformed dates, numbers, headers, or required fields. Basic converters produce rows but often do not enforce a data contract or clearly quarantine invalid records.
1 users/m View on Apify
7%
users
Github Repository Metadata Export
Teams managing many GitHub repositories lack a simple way to maintain a normalized, auditable inventory and identify repository-level operational or governance changes between snapshots.
1 users/m View on Apify
7%
users
Google Merchant Feed Validation
Ecommerce operators and agencies get products disapproved in Google Merchant Center because of feed errors (missing required attributes, invalid GTINs, bad price/availability formats, over-length titles). They find out only after upload. They need every problem listed per item, with a fix, and a...
1 users/m View on Apify
7%
users
Ical Calendar Feed Parsing
Teams importing calendars from multiple providers need to validate, normalize, expand, deduplicate, and consolidate ICS data without silently losing events, shifting times, or overlooking scheduling conflicts.
1 users/m View on Apify
7%
users
Pdf Bank Statement To Csv Transactions
Bookkeepers, small lenders and automation builders receive months of bank or credit-card statement PDFs. They need one clean, de-duplicated, balance-checked transaction ledger they can import into Xero, QuickBooks or any OFX-capable tool. Existing converters handle one statement at a time, only...
1 users/m View on Apify
7%
users
Pdf Document Structured Json Extraction
Deprecated: use first_watch/pdf-table-extraction, which extracts and validates PDF tables with independently tested results and pays-per-accepted-row billing.
1 users/m View on Apify
7%
users
Pdf Invoice Table Extraction
Automation workflows need to convert varied native-text or scanned invoices into consistent accounting-ready line items while detecting uncertain fields and arithmetic mismatches before downstream import.
1 users/m View on Apify
7%
users
PDF Table to Validated Rows (CSV, Excel, JSON)
Extract the table from supplier PDFs (price lists, order confirmations, stock reports) into flat, validated rows: header aliases, European and US numbers and dates, required fields, duplicates and line-total checks. Rejected rows come back with reasons; you pay only for accepted rows.
1 users/m View on Apify
7%
users
Phone Number Normalization E.164
Phone lists from forms, scrapers, CRM exports and spreadsheets are messy: mixed formats, 00/011 prefixes, '(0)' trunk digits, Excel scientific-notation damage, several numbers in one cell, and duplicates. Automation users (n8n, Make, Zapier, Clay, CRM) need every row returned with a validated...
1 users/m View on Apify
7%
users
Public Holiday Calendar By Country
Operational teams must validate and adjust thousands of country-specific payment, shipment, payroll, staffing, reporting, and contractual dates around public holidays. Generic holiday-calendar feeds do not apply business-day rules to customer records or return results that can be joined directly...
1 users/m View on Apify
7%
users
ActorHunt MCP
Feed your AI agent workflows with better Apify Store data.
ActorHunt gives paid members MCP access to keyword data, actor evidence, and Store movement for deciding what to build next.