CryptoPanic News Scraper: Crypto Sentiment & Panic Score avatar

CryptoPanic News Scraper: Crypto Sentiment & Panic Score

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from $0.52 / 1,000 news stories

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CryptoPanic News Scraper: Crypto Sentiment & Panic Score

CryptoPanic News Scraper: Crypto Sentiment & Panic Score

Pull crypto news from CryptoPanic with full vote breakdown, panic score, and coin tags. Filter by category, coin, and content kind. Uses your own free CryptoPanic API token for reliable, complete data instead of a fragile scrape.

Pricing

from $0.52 / 1,000 news stories

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GetAScraper

GetAScraper

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5 days ago

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πŸ“° CryptoPanic News Scraper: No Login, No API Key

Full CryptoPanic news data, without registering for anything
Headlines, summaries, publish times, coin tags, community sentiment, and panic scores. Other CryptoPanic scrapers make you bring your own API key. This one does not.
⚑ Zero setup
No CryptoPanic account, no API key, nothing to configure. Hit Start.
πŸ“„ Full article text
Sentiment, panic score, and the complete article body where the publisher shares it.
πŸͺ™ Track many coins
List as many tickers as you want. Coverage stays balanced and duplicates are removed.
πŸ—“οΈ Schedule it
Run hourly or daily on Apify to catch stories as they land.

Get CryptoPanic's crypto news as structured data with zero setup. Point it at CryptoPanic, pick your coins, and get a clean dataset with every story's headline, summary, source, exact publish time, tagged coins, and how the community voted on it. There is no account to create and no key to lose.

πŸ” What does this CryptoPanic scraper do?

It collects CryptoPanic's news for each coin you list and merges everything into one de-duplicated dataset. Each story arrives with its headline, a short summary, the publishing source and author, an exact publish timestamp, the coins it was tagged with, and CryptoPanic's own sentiment and panic score where the community has voted. Around half of all stories also carry the full article text.

You can read the plain latest feed or switch to one of CryptoPanic's ranked views such as Rising, Hot, Bullish, or Bearish, and narrow any of them with a keyword.

🎯 Why use it?

You want sentiment data without paying for a second subscription. Vote counts, panic scores, and coin tags normally sit behind a CryptoPanic account. This Actor collects them without one, so there is no key to request and no separate rate limit to manage.

You're tracking news across several coins at once. List BTC, ETH, SOL, or any tickers you follow and get one merged feed. Coverage is spread evenly across your coins, so one busy coin cannot crowd out the rest.

You're feeding an alert, dashboard, or model. Exact publish timestamps and structured coin tags make the output easy to join against price data. Schedule it hourly and route the results wherever you need them.

πŸš€ How to use it

STEP 1
List your coins
Add tickers like BTC, ETH, SOL, or leave it empty for the general feed.
STEP 2
Pick a feed
Stay on Latest, or choose Rising, Hot, Bullish, Bearish, or Important.
STEP 3
Export or automate
Download as JSON, CSV, or Excel, or schedule it and send results onward.

βš™οΈ Input

FieldTypeRequiredDescription
currenciesarray of stringsNoCoin tickers to collect news for, for example BTC, ETH, SOL. Leave empty for the general feed.
newsFilterenumNoWhich feed to read: Latest, Rising, Hot, Bullish, Bearish, Important, or Funny.
searchQuerystringNoOptional keyword filter, for example ETF or halving.
maxItemsintegerNoMaximum number of unique stories to collect across all coins in this run.
requestDelayMsintegerNoPause between requests, in milliseconds.
proxyConfigurationobjectNoProxy settings. Datacenter is used by default and works reliably.

πŸ“¦ Output

{
"id": 33289687,
"title": "Bitcoin Just Got Its First Quantum-Safe Transaction Without a Soft Fork",
"url": "https://coinpaprika.com/news/bitcoin-just-got-first-quantum-safe",
"domain": "coinpaprika.com",
"publishedAt": "2026-08-28T07:00:00+00:00",
"cryptopanicUrl": "https://cryptopanic.com/news/33289687/Bitcoin-Just-Got-Its-First-Quantum-Safe-Transaction",
"description": "StarkWare mined the first quantum-safe Bitcoin transaction on the network's mainnet on 26 August 2026.",
"content": "StarkWare mined the first quantum-safe Bitcoin transaction on the network's mainnet on 26 August 2026. The method, built by researcher Avihu Levy, protects holdings from future quantum computers without any change to Bitcoin's protocol...",
"sourceName": "coinpaprika",
"sourceKind": "feed",
"author": "coinpaprika",
"kind": "link",
"panicScore1h": 3,
"sentimentLevel": 1,
"votes": { "total_count": 4, "positive_count": 3, "like_count": 1 },
"currencies": ["BTC"],
"imageUrl": "https://content.coinpaprika.com/api/files/news/cover.jpg",
"matchedQuery": "bitcoin",
"scrapedAt": "2026-08-28T07:32:32.279Z"
}

You can download the dataset in various formats such as JSON, HTML, CSV, or Excel.

πŸ“‹ Data table

FieldTypeDescription
idintegerCryptoPanic's own story ID, stable across runs.
titlestringThe headline.
urlstringDirect link to the original article or post.
domainstringDomain the story was published on.
cryptopanicUrlstringLink to the story's CryptoPanic page, where its votes and discussion live.
publishedAtstringExact publish time in ISO 8601 format.
descriptionstringShort summary of the story, where one is published.
contentstringFull article text, for the roughly half of stories whose publisher shares it.
contentHtmlstringThe same article with its original formatting and links kept.
sourceName / sourceKindstringThe publisher name, and whether it came from a news feed or a social account.
authorstringByline, where one is published.
kindstringStory type, such as a linked article or a post.
panicScore1hnumberCryptoPanic's panic score over the last hour, where enough votes exist.
sentimentLevelnumberCommunity sentiment rating for the story.
votesobjectBreakdown of community votes, such as positive and like counts.
currenciesarrayCoin tickers this story was tagged with.
imageUrlstringCover image, where one is published.
matchedQuerystringWhich coin surfaced this story. Absent for the general feed.
scrapedAtstringWhen this Actor collected it, in ISO 8601 format.

πŸ’° Pricing

This Actor is pay per result. You only pay for the stories you actually collect, an empty run costs nothing, and there is no subscription to manage.

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πŸ’‘ Tips

  • Leave "Coins" empty for the broadest sweep of everything CryptoPanic is publishing right now.
  • Use the Bullish and Bearish feeds together to see both sides of the same story cycle for a coin.
  • If you want sentiment data, pick a ranked feed. On Rising, nearly every story arrives with vote counts and a panic score, because that feed is ordered by how people voted. On Latest you get the freshest stories, but many are too new for anyone to have voted on yet.
  • Ranked feeds also carry full article text more often, so choose Rising or Hot if the article body matters to you.
  • Schedule an hourly run and keep only new story IDs if you are building an alert feed.

❓ FAQ

Do I need a CryptoPanic account or API key? No. This Actor reads CryptoPanic's public news feed, so there is no account, no key, and no sign-up.

Can I get vote counts and sentiment scores? Yes. Community sentiment, panic score, vote breakdowns, and coin tags are all included, with no API key needed.

Why do some stories have no full article text? CryptoPanic only holds the full body for publishers that share it, which is roughly half of all stories. The rest are link posts where only a headline and summary were published. Requesting those stories individually does not add the text, so this is a limit of what CryptoPanic has rather than of this Actor.

Why do some stories have no panic score or votes? Those values only exist once enough people have voted on a story, so very recent items often have none. This Actor never fills in placeholder values, so the field is simply left out when CryptoPanic has not published it.

Will I get duplicate articles if I list overlapping coins? No. Stories are de-duplicated across every coin in the run, so an article tagged with both BTC and ETH is stored once.

How far back can it go? Each coin feed goes back several hundred stories. Raise "Max items" to collect more, or schedule regular runs to build history over time.

πŸ”— Other actors