Hugging Face Phone Number Scraper

Hugging Face Phone Number Scraper

📞 Hugging Face Phone Number Scraper collects public phone numbers of AI researchers, startups and machine learning teams from Hugging Face. Search by keyword, country and city, validate each number, and export clean CSV, JSON or Excel data.

🔍 Hugging Face Phone Number Scraper – Overview

Hugging Face Phone Number Scraper is an Apify Actor that finds public phone numbers on Hugging Face and saves them as a structured phone lead list. Hugging Face is a machine learning hub for models and datasets, and its public pages sometimes show a call, booking or WhatsApp number in the title or description. Hugging Face Phone Number Scraper is built to find contact numbers of AI researchers, startups and machine learning teams.

Hugging Face Phone Number Scraper validates every number against the numbering plan of the country you select and removes duplicates. Logging in to Hugging Face is not required, and results export to CSV, JSON or Excel for your CRM, dialler or WhatsApp outreach. Hugging Face Phone Number Scraper suits lead generation, sales prospecting and market research.

✅ Hugging Face Phone Number Scraper at a glance

• Source: public pages on Hugging Face (huggingface.co)
• Default country: United States (+1)
• Prefilled keywords: researcher, engineer
• Default limit: 5 phone numbers per keyword (maximum 10,000)
• Output: one dataset row per phone number from Hugging Face, in JSON, CSV or Excel

✨ Hugging Face Phone Number Scraper – Key Features

The Actor combines wide country coverage with practical filters:

• Keyword search on Hugging Face: run one keyword or a long list, each searched separately.
• 194 countries, one or many: numbers found on Hugging Face are validated against each selected dial code and numbering plan.
• City targeting on Hugging Face: add places such as New York or San Francisco, each searched on its own.
• Three number modes: WhatsApp, call or booking, or any number published on Hugging Face.
• Number filters: mobile or landline, area-code prefixes, fake and premium-rate removal.
• Profile and text filters: profile pages only, follower range, include and exclude words, one number per account on Hugging Face.
• Optional extras: line type, carrier, area, formats, WhatsApp links, profile details and emails for Hugging Face leads.
• Only new leads: remember earlier runs and keep a do-not-call list, so you never pay twice for the same lead from Hugging Face.
• Cost control: per-keyword and total limits, page caps, 1 to 10 parallel searches.
• API and scheduling: run Hugging Face Phone Number Scraper through the Apify API or on a schedule.

💡 Why use Hugging Face Phone Number Scraper? One repeatable run replaces manual searching on Hugging Face: validated numbers, no duplicates, data ready for your CRM or dialler.

🚀 Hugging Face Phone Number Scraper – How to Use It

Follow these steps to run Hugging Face Phone Number Scraper from the Apify Console:

• Step 1 – Open Hugging Face Phone Number Scraper on the Apify Store and go to the Input tab.
• Step 2 – Add keywords to Hugging Face Phone Number Scraper, such as researcher or engineer.
• Step 3 – Choose a country, such as United States (+1), and optionally add cities like New York to narrow your search on Hugging Face.
• Step 4 – Pick the number mode for Hugging Face and set Max Phone Numbers.
• Step 5 – Add filters and extras for Hugging Face if you need them.
• Step 6 – Run Hugging Face Phone Number Scraper and export the dataset as JSON, CSV or Excel, or read it through the API.

🔎 How to scrape Hugging Face phone numbers for a city or region?

Hugging Face Phone Number Scraper searches every keyword with every place in Cities or regions, such as New York and San Francisco. The selected country still decides the dial code. Two keywords and two cities make four searches, so add a total limit for long lists.

💬 Can Hugging Face Phone Number Scraper find WhatsApp or booking numbers on Hugging Face?

Yes. Hugging Face Phone Number Scraper offers three modes: WhatsApp numbers (the default), call or booking numbers, and any number without a contact word. Choose mobile numbers when you plan WhatsApp or SMS outreach.

💡 Hugging Face Phone Number Scraper – Use Cases

Typical ways to use Hugging Face Phone Number Scraper:

• Find AI teams and startups that list a number on Hugging Face pages.
• Build a regional list of machine learning companies.
• Collect organisation lines shown on Hugging Face profiles.
• Send contacts from Hugging Face to your CRM or dialler as CSV, JSON or Excel, with duplicates already removed.
• Compare sellers, studios or offices on Hugging Face across several countries in one run.

📌 Hugging Face Phone Number Scraper reads public pages on Hugging Face. Review the numbers and follow local marketing and privacy rules before you contact anyone.

⚙️ Hugging Face Phone Number Scraper – Input

Hugging Face Phone Number Scraper needs only two fields: keywords and country. Everything else is optional and tunes how Hugging Face is searched.

Field	What it does
keywords	Required. Words to search for on Hugging Face, one search each. Default: researcher, engineer.
perKeywordMaxContacts	Max Phone Numbers applies per keyword (off: one total for the run). Default: on.
country	Required. Dial code and numbering plan used to validate numbers. Default: United States (+1).
additionalCountries	More countries searched on Hugging Face in the same run. Default: none.
locations	Cities or regions searched on Hugging Face with every keyword. Default: none.
contactIntent	whatsapp, callOrBooking or anyNumber. Default: whatsapp.
resultsFreshness	Pages on Hugging Face indexed in the past day, week, month or year. Default: any.
maxPhoneNumbers	Numbers to collect from Hugging Face, 1 to 10,000. Default: 5.
maxTotalPhoneNumbers	Hard stop for the whole run. 0 means none. Default: 0.
maxConcurrentSearches	Parallel searches, 1 to 10. Default: 5.
phoneNumberType	any, mobile or landline. Default: any.
onePhonePerProfile	Keep the first number per account on Hugging Face only. Default: off.
onlyAreaCodes	Keep only prefixes such as +44 20. Default: none.
skipFakeNumbers	Drop sequential, repeated and premium-rate numbers. Default: off.
profilesOnly	Keep only profile pages like huggingface.co/name. Default: off.
minFollowers	Minimum followers. 0 is off. Default: 0.
maxFollowers	Maximum followers. 0 is off. Default: 0.
includeWords	Words required in the title or description. Default: none.
includeWordsMatch	any or all of the include words. Default: any.
excludeWords	Skip results from Hugging Face containing these words. Default: none.
addNumberDetails	Adds line type, carrier, area, formats and WhatsApp link. Default: off.
addProfileDetails	Adds username, page type, followers and tier. Default: off.
extractEmails	Adds emails found next to the number. Default: off.
skipPreviouslyFoundNumbers	Skip numbers saved by earlier runs. Default: off.
historyStoreName	History name: lowercase letters, numbers, hyphens. Default: huggingface-phone-history.
excludePhoneNumbers	Do-not-call list. +4470* skips a range. Default: none.
excludeAccounts	Usernames or profile links on Hugging Face to skip. Default: none.
maxPagesPerSearch	Result pages per search. 0 is automatic. Default: 0.
stopAfterIdlePages	End a search after this many pages without new numbers. Default: 3.
proxyConfiguration	Optional. The default suits most runs. Default: automatic.

Leave the optional fields at their defaults for a first Hugging Face Phone Number Scraper run, then tighten the filters.

🧪 Sample input for Hugging Face Phone Number Scraper

This example searches Hugging Face for researcher and engineer in New York and San Francisco, looks for call or booking numbers, keeps any type of number, adds profile details, and remembers numbers between runs.

{
  "keywords": ["researcher", "engineer"],
  "country": "United States (+1)",
  "locations": ["New York", "San Francisco"],
  "contactIntent": "callOrBooking",
  "maxPhoneNumbers": 50,
  "maxTotalPhoneNumbers": 200,
  "phoneNumberType": "any",
  "addNumberDetails": true,
  "addProfileDetails": true,
  "skipPreviouslyFoundNumbers": true,
  "historyStoreName": "huggingface-phone-history"
}

📦 Hugging Face Phone Number Scraper – Output and Data Fields

Hugging Face Phone Number Scraper saves one dataset row per phone number, together with the page on Hugging Face it came from. Optional fields appear only when their option is on.

Field	Meaning
phone_number	Number in international E.164 format, such as +12015550123.
country	Country the number was validated for.
dial_code	Dial code of that country.
keyword	Keyword of the search that found it.
location	City or region searched (only with Cities or regions).
title	Title of the result on Hugging Face.
description	Snippet that contained the number.
url	Link to the page on Hugging Face.
platform	Hugging Face.
proxyGroups	Technical field, filled in automatically.
phoneType	Number details: mobile, landline, voip, toll-free or unknown.
carrier	Number details: original network, when known.
numberArea	Number details: city or region of a landline, when known.
phoneInternational	Number details: such as +1 201-555-0123.
phoneNational	Number details: such as (201) 555-0123.
whatsappLink	Number details: click-to-chat link such as https://wa.me/12015550123.
username	Profile details: account name from the address or title.
pageType	Profile details: profile (huggingface.co/name), post, reel or other.
followersCount	Profile details: followers shown in the result, else empty.
influencerTier	Profile details: nano, micro, macro or mega.
emails	Extract emails: addresses found in the same snippet.

Every row from Hugging Face Phone Number Scraper keeps the keyword and country, so lists from different runs can be merged safely.

🧾 Sample output

Sample record from Hugging Face Phone Number Scraper with every option switched on (illustrative values):

{
  "phone_number": "+12015550123",
  "country": "United States",
  "dial_code": "+1",
  "keyword": "researcher",
  "location": "New York",
  "title": "Example Studio - Hugging Face",
  "description": "12.4K followers. Call +1 201-555-0123 to book or ask a question - hello@example.com",
  "url": "https://www.huggingface.co/examplebrand",
  "platform": "Hugging Face",
  "proxyGroups": ["<automatic>"],
  "phoneType": "landline or mobile",
  "carrier": null,
  "numberArea": "New Jersey",
  "phoneInternational": "+1 201-555-0123",
  "phoneNational": "(201) 555-0123",
  "whatsappLink": "https://wa.me/12015550123",
  "username": "examplebrand",
  "pageType": "profile",
  "followersCount": 12400,
  "influencerTier": "micro",
  "emails": ["hello@example.com"]
}

💰 Pricing

💰 Hugging Face Phone Number Scraper bills per result: each phone number from Hugging Face saved to the dataset is one result. Numbers removed by a filter, skip list, history or limit are not saved and not charged. See the Pricing tab on the Actor page for the current rate.

Free Apify accounts receive up to 20 rows per run with Hugging Face Phone Number Scraper. Max Phone Numbers, the total limit and the maximum cost per run keep spending predictable, and the run stops cleanly when a limit is reached.

🛠️ Tips and Best Practices

• Start small with Hugging Face Phone Number Scraper. Keep the default of 5 numbers per keyword for a test run, then raise Max Phone Numbers.
• Match mode and type. Pair WhatsApp mode with mobile numbers, and call or booking mode with landlines.
• Thin results? Add related keywords, switch to Any number, or raise the page depth and idle-page limits for Hugging Face.
• Profile filters expect huggingface.co/name addresses. Leave Profile pages only off when pages on Hugging Face use longer addresses.
• Schedule Hugging Face Phone Number Scraper. Turn on Skip phone numbers found in earlier runs to receive only new leads.
• Review before outreach. Snippets can be cut off, so check numbers and respect local rules.

❓ Frequently Asked Questions

❔ What does Hugging Face Phone Number Scraper do?

Hugging Face Phone Number Scraper searches public pages on Hugging Face for phone numbers that match your keywords and country, validates them and saves them as dataset rows. Export the data as CSV, JSON or Excel.

🌍 Can Hugging Face Phone Number Scraper target one country or city on Hugging Face?

Yes. Hugging Face Phone Number Scraper accepts one of 194 countries, optionally more, and a list of cities. Each combination is searched separately, and numbers found on Hugging Face are validated for the country they belong to.

📱 Can Hugging Face Phone Number Scraper add WhatsApp links to the numbers it finds on Hugging Face?

Yes. Switch on number details and Hugging Face Phone Number Scraper adds a click-to-chat link to each row, plus line type, carrier and area when known. The link opens a chat but does not prove that the number has a WhatsApp account.

🔐 Does Hugging Face Phone Number Scraper need a login or API key for Hugging Face?

No. Hugging Face Phone Number Scraper works without logging in to Hugging Face, so you need no cookies, passwords or API keys. You only need an Apify account.

⚖️ Is it legal to scrape phone numbers from Hugging Face?

Hugging Face Phone Number Scraper reads publicly visible text on Hugging Face only, but phone numbers can be personal data. Check the rules that apply to you, such as GDPR, PECR or do-not-call registries. This is not legal advice.

🤝 Support

Questions, feature ideas or a custom version of Hugging Face Phone Number Scraper? Use the Issues tab on the Actor page, or write to the address below.

• contact me by email : alphascraper69@gmail.com