Cambrian Detect high-alpha tweets API

By Cambrian Network deep42

GET /api/v1/deep42/social-data/alpha-tweet-detection

Detect High-Alpha Tweets

Overview

A feed of tweets flagged for high alpha potential in cryptocurrency investments. Each tweet gets scored across four dimensions: sentiment (bullish or bearish direction), alpha (quality of the investment insight), legitimacy (reliability of the source), and technical accuracy (correctness of crypto/DeFi claims). AI-generated reasoning explains each score, and version 2, the current default, adds author track records with directional prediction accuracy measured at hourly price resolution.

Business Value

  • Early signal detection: Surfaces tweets with genuinely actionable investment insight rather than generic noise, so traders can act before a narrative goes mainstream.
  • Source credibility scoring: Legitimacy and technical accuracy scores show whether claims are backed by verifiable, factual on-chain evidence, which cuts exposure to misleading narratives.
  • Author track record: Directional prediction accuracy at 24h, 7d, and 30d resolution lets consumers weight signals by the historical reliability of the author, not just the content of a single tweet.
  • Sentiment-aware filtering: Numeric sentiment scoring separates bullish and bearish signals so downstream systems can build directional trading strategies.
  • Token-scoped research: Optional token filtering lets teams focus alpha detection on a specific asset for due diligence or monitoring.

Endpoint Details

URL:

https://api.cambrian.org/deep42/social-data/alpha-tweet-detection

Method: GET Authentication: Required via X-API-KEY header

Query Parameters

Parameter Type Required Default Description
limit integer No 20 Number of tweets to analyze. Maximum 100
token_filter string No - Filter tweets by specific token symbol for focused alpha analysis

Response Field Descriptions

Response Field Type Description
twitterHandle string Twitter username of the tweet author
tokenSymbol string Cryptocurrency token symbol mentioned in the tweet (e.g., BTC, ETH, SOL)
text string Full tweet text content
createdAtTimestamp integer Unix timestamp (seconds) when the tweet was originally posted on Twitter. Used as the reference time for price tracking: the token price at this timestamp (rounded to nearest hour) becomes price_at_signal for track record calculations
scoredAtTimestamp integer Unix timestamp (seconds) when the tweet was collected and scored. May differ from createdAtTimestamp due to collection delay
retweetCountAtCollection integer Retweets at time of collection (point-in-time snapshot, not live-updating)
favoriteCountAtCollection integer Likes at time of collection (point-in-time snapshot, not live-updating)
replyCountAtCollection integer Replies at time of collection (point-in-time snapshot, not live-updating)
quoteCountAtCollection integer Quote tweets at time of collection (point-in-time snapshot, not live-updating)
sentiment number Sentiment direction score. Range 0-10. >=7 = bullish signal, <=3 = bearish signal, 4-6 = neutral. Only bullish/bearish tweets generate price prediction signals for track record tracking
alpha number DeFi alpha investment insight quality. Range 0-10. Measures actionability of the information for investment decisions. Higher = more novel, specific, and tradeable insight
legitimacy number Source and claim legitimacy. Range 0-10. Assesses whether claims come from verified sources, contain factual on-chain references, and avoid misleading narratives
technicalAccuracy number Technical correctness of crypto/DeFi claims. Range 0-10. Evaluates protocol mechanics, yield calculations, smart contract references, and on-chain data accuracy
isRecent boolean Whether the tweet content discusses recent events at the time of scoring. Nullable
isVerifiable boolean Whether the tweet's claims can be independently verified via on-chain data, official sources, or public records. Nullable
scoresReasoning string Explanation of all score assignments, including specific evidence cited, risk factors identified, and verification status of claims. Nullable
tweetUrl string Direct URL to the original tweet on X/Twitter
userTrackRecordSignals integer Total bullish/bearish signals made by this author across all tokens. Only counts tweets with sentiment >=7 (bullish) or <=3 (bearish) that have price data available. Nullable
userTrackRecordUniqueTokens integer Number of distinct token symbols this author has made signals about. Nullable
userTrackRecordActiveDays integer Number of distinct calendar days this author has made at least one signal. Nullable
userTrackRecordFirstSignalDate string ISO date (YYYY-MM-DD) of this author's earliest tracked signal. Nullable
userTrackRecordLastSignalDate string ISO date (YYYY-MM-DD) of this author's most recent tracked signal. Nullable
userTrackRecordAccuracy24h number 24-hour directional prediction accuracy as a percentage (0-100). A bullish signal is correct if the token price increased within 24h; bearish if it decreased. Price comparison uses hourly resolution, rounded to the nearest hour from the signal timestamp. Calculated only over signals where 24h price data is available. Nullable
userTrackRecordAccuracy7d number 7-day directional prediction accuracy as a percentage (0-100). Same methodology as 24h accuracy but comparing the price 7 days after the signal. Calculated only over signals where 7d price data is available. Nullable
userTrackRecordAccuracy30d number 30-day directional prediction accuracy as a percentage (0-100). Same methodology as 24h accuracy but comparing the price 30 days after the signal. Sample size may be significantly smaller than total signals for recent authors. Nullable
userTrackRecordAvgReturn24h number Average directional return percentage over 24 hours. For bullish signals: (price_24h - price_at_signal) / price_at_signal * 100. For bearish signals: the inverse. Positive = author's calls are directionally profitable on average. Nullable
userTrackRecordAvgReturn7d number Average directional return percentage over 7 days. Same methodology as 24h returns but over a 7-day window. Nullable
userTrackRecordAvgReturn30d number Average directional return percentage over 30 days. Same methodology as 24h returns but over a 30-day window. Nullable
userTrackRecordBullishSignals integer Number of bullish signals (sentiment >=7) made by this author. Nullable
userTrackRecordBearishSignals integer Number of bearish signals (sentiment <=3) made by this author. Nullable
userTrackRecordAvgSentiment number Author's average sentiment score across all signals. Range 0-10. Nullable
userTrackRecordAvgAlpha number Author's average alpha score across all signals. Range 0-10. Nullable
userTrackRecordPerformanceTier string Performance classification based on 24h prediction accuracy. 'topPerformer' = >=70% accuracy, 'proven' = >=60%, 'unproven' = <60%. Null if no accuracy data available. Nullable

Examples

Retrieve the Latest High-Alpha Tweets

This example requests the 3 most recent alpha tweets with no token filter applied.

curl -X GET "https://api.cambrian.org/deep42/social-data/alpha-tweet-detection?limit=3" \
  -H "X-API-KEY: YOUR_API_KEY" \
  -H "Content-Type: application/json"

Response:

[
  {
    "twitterHandle": "jordan222",
    "tokenSymbol": "LMWR",
    "text": "@limewire just downloaded this new banger, thanks LW!\n\n72.trillion.track.01.wma.exe",
    "createdAtTimestamp": 1790697117,
    "scoredAtTimestamp": 1790790468,
    "retweetCountAtCollection": 0,
    "favoriteCountAtCollection": 28,
    "replyCountAtCollection": 0,
    "quoteCountAtCollection": 0,
    "sentiment": 0,
    "alpha": 10,
    "legitimacy": 8,
    "technicalAccuracy": 8,
    "isRecent": false,
    "isVerifiable": true,
    "scoresReasoning": "The tweet is highly misleading and promotes dangerous practices. The original LimeWire, a peer-to-peer file-sharing service, was shut down in 2010/2011 due to legal issues and was notorious for distributing malware. The current LimeWire, associated with the $LMWR cryptocurrency, relaunched in 2022 as an NFT marketplace and AI ecosystem, not a platform for downloading music files in the traditional sense. The filename '72.trillion.track.01.wma.exe' is a strong indicator of malware. While '.wma' is a legitimate audio file format, the '.exe' extension appended to it signifies an executable program, a common tactic used to disguise malicious software as media files. The '72 trillion' figure is nonsensical in this context, as the circulating supply of LMWR is in the hundreds of millions, not trillions. Therefore, the tweet is misinformation, likely attempting to capitalize on the LimeWire brand's nostalgia while promoting a potentially harmful download.\n\nSources: [wikipedia.org](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQFdog39ZNFo9X_51eNOfkdoM8jWjGxRYYOTF4hqAygl5Gv6Bmsg7uPsBLWI40AmI29GoGAjvR2Bvyh1hIArDzR-cTRRUVVVU2_C5fvOkMT9sIQhpPv2Jt2VGiUsLCEnO9-6) | [bitstamp.net](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQEsRZqWsOcArxhZuIdFm6vteCnPDpShjm__9bRqiIdfb7m2wu4KuxrkLcfAoJ4TKUmBvBAdXm3WDYpc3HLj87fmT58170Gq8rN5LnMHxBjUnygIL8d6HvWyxoq0iKx5mfM8D37kl87_q1YKXsttgSUXtcGM_2KVKSQXXHveMHf0KiR3afzf) | [kraken.com](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQH-0WT-zuDDaHwIhlZbRJj_zz_OkaFhTKKpJx3Vn977LVEbmqWOq6Cu5Rs1OfbuK7y_3e0UH_jWRgm7wlFr0nDUwFoZupVnMVVBjSdmGeb71IoPhgOEYHqdGlzSyQR2Mjsctnef8-9-J3rTzBj3) | [slashgear.com](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGTAIOJ0tKJ966hD59A6Oq4GLC-04vHiDqh2fL-R86Y5DH0VTDFcvkWKFQ_B_vZNvRZbHvi2_AwpHgewhrdBcaRLqlqLzd08EZtWM3SwBKjGaTt9N419vyR8u3Ze-GpTUKxZHdj6Ik-NDm1u6EwUp0mqiwkJay2Z0UR_SpcpJ1tuXT1i4ioKQ==) | [avclub.com](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQHgw90Dm49HBIlEtOgA50N4As0bSeVXceyPW2Nvv4Y9ltBNXENK9s0OwKpN8qctxXRrohntNVaXt4ZEbvG-63_GYo-DNygv0l63UNeHbknsobMzSyyO84OZ5k-s6C9PXJGRTH_IxLb0cWdLnUFGAB-i4lPGV6HoSqMYdDgArICT2CsBmM3Egov1_c06wmqNkkT3GFHv) | [melmagazine.com](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQH7brDTAKKwnjkCXEt5ChLN0FezKRnIt8Kya3AfEjMoTsyESvx6SALi2EU0EAEMAHJKE4K7pccMIcmTrqqPK-XNc8h5lx_cBx2p6Y0-PGiM-lGJt3P-TlU9lvUbOSa1Y9BKuGqsGfdGou5WUs8lLbxeWvEM0YjzwU-qtw_HemGmQFLLhxEfTmoOXs8vlPHEfbk02-KRNanOC0nRCK83BifGZoSs7bwAPRKVLS3UZzrXXSg=) | [fool.com](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQFkhvx4EV2Vx8d-WdC-3GnUe20kdBb8Tl8ktApnxiSw7lcH7_nIUvWUSuyARxbqOSyUTsDoW1tXrKbQ8K9GdEadHp2a-jZ4nkvZ7BGn5N2SCjVv9waSd--gf7AhVR6fbrnwqQ==) | [mapleblock.capital](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQHYntNOryO6tET0OIzXAVA4jQftbBmn5Jl9H-ZHcYoJi6o-nY_EjEp3HdorTS3hNG8-RzKlDt0AviQFdMuIWkaQO9LPlLScCoA2-0Tv8pO1ju6052TNQW2y7Zchf_PZnkS89cc0) | [lmwr.com](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQEWv0g3t6eLCd_-7cYt1_ZqLT3Sw3-4moLLTsPlQMbANQCJOA6CuaretsVFVIQ2mLE0HNFe3zf8M4TsA5ezV28V_PqoudgiFOWPpk-1a_qvQ2Y=) | [limewire.com](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQFmieSSZvsIofuW_jD5qWkMiaNWiivX5DLWsSJ0BNVtPO4uSEUcmF0GQR3IdrB5l_eHSm80_tNKVy7vXfSNOwZyA_PSBErBJI0JxvpKz0Lkt6D8NGaMXem0JI3ToGrBPnVmt6m_xl6-EAoZgcuPlH3CFS8=) | [reviversoft.com](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQFqyQc5HFwzPSkhJtxFDv1gNAMNsXJA1r5_tkEs3JDnrFm96317ueJgD17_ZrtVNmZl6yNSgnBiBlEZ736s0L8p477PkrQ6ybpAw5aqrPlWMBR5S0Jo17UKE9cYaJobyZypCxXsGM6xNZgp) | [geeksforgeeks.org](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQHG0khvU5SwO7LkAefFTqOb4zA8WpicZnNWSLtNYsdf-qnUtrseyH8cTcoYoRwPSWTA7f5jLVyytgM7SMb-AqHT3_gfjWGIr9IEljB_OefyelDXNWhj_lmPEEUYIrhHZcU22DXtL5qD92hn_qIAiI9M7_yM) | [restream.io](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQFV_wvV_Xa7BTvnHTXw2N4tSXzn92DpDuIkzxhW_nt59vIgislLFE_0g_Cf__B57oNOl2HlMoqMNVaDivGtiImonYts8CnCgSAd0z3DPZUO7S6ZPOqTG1UGREsPiFvQP8fkyy7gKZvBoSk62FL8) | [wikipedia.org](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQFI3h39ctcu74_wDQ8smoY2SnaN6hACU3_BIi9poxp8SO_arLxmSup4DCOTuM7Kg1u4d9ftc4kCvvTAOnYc04KC7qiP3IBn_NkenhPX3z3BpaHwAnzlSqLthKb2az8NpnVI7q355iW6RekJZLA=) | [howtogeek.com](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQHdh_L9LhAPxduMu1ifH76Ub6itM7KX27cvq_tusb5Imax9nGTiKhVLsv88cWkywAeJXjTEft-xFRoXgWnzDUMODy7kHR3x9USTXV6GAnqAkj2AIWlRFTJksqO40u2eMzH0JEowllhPuEnpDvRzyzuHRl-yiNTtYUlxBnIlnYXivXQo2qKO) | [archiveteam.org](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGi0Q44535RY-Q3Ac7HygkBi1rZDXVthqBqZWyMjgRZwzopP95DD_kZsYwUSUlSCHsYjLwGErfaLX41Q_-9FYtFr1zSj0noSxkQFQ3nEuOLrteqBwfSwf_h5nrYpMKZfkIJMgOOIMo=) | [bitdefender.com](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQE9t9VQw3aBbcI",
    "tweetUrl": "https://x.com/jordan222/status/2104962392937607656",
    "userTrackRecordSignals": 1,
    "userTrackRecordUniqueTokens": 1,
    "userTrackRecordActiveDays": 1,
    "userTrackRecordFirstSignalDate": "2026-09-29",
    "userTrackRecordLastSignalDate": "2026-09-29",
    "userTrackRecordAccuracy24h": null,
    "userTrackRecordAccuracy7d": null,
    "userTrackRecordAccuracy30d": null,
    "userTrackRecordAvgReturn24h": null,
    "userTrackRecordAvgReturn7d": null,
    "userTrackRecordAvgReturn30d": null,
    "userTrackRecordBullishSignals": 0,
    "userTrackRecordBearishSignals": 1,
    "userTrackRecordAvgSentiment": null,
    "userTrackRecordAvgAlpha": 10,
    "userTrackRecordPerformanceTier": null
  },
  {
    "twitterHandle": "realcryptomoses",
    "tokenSymbol": "NEAR",
    "text": "Bitwise launches the first U.S. spot $NEAR ETF.\n\nBitwise recently lifted its base-case target for $NEAR to $155, with a bull-case target of $562. https://t.co/UHidRY6C3Y",
    "createdAtTimestamp": 1790702900,
    "scoredAtTimestamp": 1790790468,
    "retweetCountAtCollection": 2,
    "favoriteCountAtCollection": 24,
    "replyCountAtCollection": 5,
    "quoteCountAtCollection": 0,
    "sentiment": 10,
    "alpha": 9,
    "legitimacy": 10,
    "technicalAccuracy": 10,
    "isRecent": true,
    "isVerifiable": true,
    "scoresReasoning": "Both claims in the tweet are accurate and verifiable through multiple recent news sources. Bitwise launched the first U.S. spot NEAR ETF (ticker NRR) on NYSE Arca on September 29, 2026. Additionally, Bitwise released a 39-page investment report projecting a base-case target for NEAR of $155 by 2030 and a bull-case target of $562 by 2030. These are long-term analytical scenarios, not short-term price predictions.\n\nSources: [bitwiseinvestments.com](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQF9K2IV1VPRF7sbVrYYUrR_WxSjED-QxhXqjy-QKkkFE72xKtCE-sLyep6Wh6lLe9reVViw0Sgw-pHtaAmQB6rUm8ZA_Z98AG8Rrkm8dfC3H_iy4xWpDh4nSonGpaHgjGu9LiiQWfJbWmZY1o72clceBlBRR3JgDoxdKT20f2mVVqDfEtVItqCAmuyWStJSGNzP7OV3z7EaCwPVZi7SH6-0gefNYrk=) | [tradingview.com](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQHjjAxMppp_7eMzBm3aIkyXHcbEDx_DgEYXTpYRzoxrhuK3B-egfp7ooRXUkofGA5bBIIoEy8yMezuRtCwCST5R2Bb9ahfD5u6rc-QV7D9Y_2HAmVe0VNoj8RYOjwus0ZmHeAjMGnRa8A5VwdWPt7SKElboQXWQ5OfAIDTp7AP33_V-ebQb1ZCDHIIsr1lyo-DDf1D9YNzFe3sSeXFlvNwUN5RofqCidk1rrAPwU2hVZwytn57VjMr574_bP_1d) | [benzinga.com](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQHxPYwJHAOy0Km2nU03fvfipivhh-79t6wnv1kCkVbWm0jkK1_1RU1mEx5oe3gXaLY8PgRXy7r_rtKB8A26O3ICsnT9m_02qNH_OjAaFQ_NA39rQYGhYeMx2GFBLhrDnex2St2bz-DZ4UL7omtL9S_hPrfSWh5H3rnZKcCQpDrGwXMvKuEqGNc9AFG64E2oYUNiD1BWafOCCfnxB7oaIL-KxbexH-qngg==) | [biggo.com](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQFrbTuxCqMm_Zmmw5Z4Wjd5IvVJG5AmQb8TPDpCp-S0PRY-Bw3jpJjznL7BGj6PJAM7oQwGSxHCK11cR7cKdbYqTEGNw5kd4nVZTPEnp-uXPM-kZcMLHa3G0klqRuUSm4t1pKeMD4OkIxQlnuG0sPWn2uMPDlB72kV29P8ies4=) | [prnewswire.com](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQET7hY3g9PJMnJZS8vNtMqEtDLqRenzZHMxO8ZyPxJ1ba_C1QzBDbUbTFUoBc1zED4-7rXs0xFQs078vHaaY2sTMl1AbA88qGo_UUoBzJgjAFf2RPS0UZ36QrqdYJQk7PDWymWLzhSj3VQ46dZO7Tl8-72xNuKgd0pbtAEYJh6y5kKfuhOB2roWN4kdQ1kIAyTuY109TvDAS0IP31j_cf4D41LKBlOIvXDKwJfax62rqtunKQbSzV8_EhDQdQZfrAE_kOVoUnf_xZN5uzHTos_rdBS22eAz8Zu8kmSYvlxoMLdUEOVt95XaHyRZ6A4=) | [coinmarketcap.com](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQFphOUhmX6NASnZoF0-AQf20YFPRBG0UfqsmB1QXjSWexj8v56eLZlo_RxFkjkYQO1R5qw9sRNrGtCFc1sHD8dakgjAVDXXYxbyrWtApfT4cgQjp6HQpa8jZVR4hL2dpga-rzmRc1GDYAN0zLlhI3CADA0zT0bRKSexhHq3DlDLlWth5VwZzco8tVPAIWF6VyGPX4pAGRExj2I=) | [bbx.com](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQE05Dvgdtz5sRrf4NjO6h36BC2A0olJQ_LBeFPizGthABjrn-3mwBONRx4Z2FiyPfxZcQpT9CzVic_o3XiEZ1uZqR4-0UhTtxNHTQKqtZSOj3kMu4dEzJswATKJKrkr) | [coinness.com](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQFnCHPNh1k0HirCY73xCrcHPQpVqy2Hvkjnr-7ab3yk_RMHLH_5xo6S24JtyZrCvADQGu3W9YArExZG7vodyJVnFJpN8DH9C0WPM90Q2LJSjHrPkJGt92EMhzzaYlAAsg==) | [binance.com](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQErXHWQ4uxX0rWXkLrQwyS52KWToE6SoiYN1PxnsKNG_fzlGoplxkt3YExpAsV3wm0AJ6srjpSoyVmZEI0FSMh-SYMhIzwZj0REVXeJVcGk-of_vG1aJuXVN-39xxQGZSQoMjy4cVFeU9GPA_q463vBzQv1pg==) | [rootdata.com](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGDsdn5bLirsv89hyxMT2Wo35bzjx3iwYo-lKF7hif4Z8x-Czpwuvyw5LLdnXbUnMIRiXIq8ZuwFxaRhqHM1V7JLLQu2oUyfI-ywJCUEIF3qj7uHvAZFVDK1i_daJBUig==) | [bitrue.com](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQETfTUH6IU7yk7zCksmLc4epBrIRKW3S_QkPNP5OxvQ7rf9WOhsTJpw3NnsF3kv_-T24gsfbv-BDe4VLK5tgdoB7dehkMbJckIr_1_B8OJZ6jVtF350LGFJ6I9eUeGXUVaSkKeziWKdd68aoN9mIItt) | [bitget.com](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQFfC9r7zj2DMxK1mr2kVlAqzgZZsVBstIBvacnVlgoN6cERX1rA5t2dFA_Um3okntgoBWID2tiEWVKHgdTZLn_1UWnOnNAhSHzp7JXpg_4ZNLO3rq3VkO2VInpj0W56i65OU4CkJjjhwBdh9ks=) | [cryptorank.io](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQFZrbvXPQftS-fKT7tzekYXy2FtZvEmblL9xxtGXixM2wGqIBZiFX3Lj9YUpYMmYvwznMT_67zYTyPNcSQhqQB3XzAF_O9O5ixtH9X7EqRZkaSgCewJvThlWZfPXAskv5NuwXd6EBssGn3c8D47pw4Rx4KPJOWuXCn_lXmLynpS1gKOn6NgeU-8pjayb-vqtxji00YdEYUnGIy885VddPURmmmFtbJwVmlc7LW2uGaBnw==)",
    "tweetUrl": "https://x.com/realcryptomoses/status/2104986649872703591",
    "userTrackRecordSignals": 37,
    "userTrackRecordUniqueTokens": 13,
    "userTrackRecordActiveDays": 34,
    "userTrackRecordFirstSignalDate": "2024-11-11",
    "userTrackRecordLastSignalDate": "2026-09-29",
    "userTrackRecordAccuracy24h": 63.3,
    "userTrackRecordAccuracy7d": 47.2,
    "userTrackRecordAccuracy30d": 47.2,
    "userTrackRecordAvgReturn24h": 0.23,
    "userTrackRecordAvgReturn7d": -1.48,
    "userTrackRecordAvgReturn30d": -2.07,
    "userTrackRecordBullishSignals": 36,
    "userTrackRecordBearishSignals": 1,
    "userTrackRecordAvgSentiment": 8.08,
    "userTrackRecordAvgAlpha": 7,
    "userTrackRecordPerformanceTier": "proven"
  },
  {
    "twitterHandle": "cheekycrypto",
    "tokenSymbol": "LINK",
    "text": "The biggest institutional milestone in crypto history just arrived.\n\nSWIFT is officially connecting directly to @chainlink.\n\nLet that sink in:\n\n\u2022 11,500+ global financial institutions\n\n\u2022 Global GDP flows through its rails every ~3 days\n\n\u2022 150+ billion transactions secured on-chain\n\nTradFi isn't building a parallel system. They are adopting $LINK as the universal settlement and interoperability standard.\n\nThe bridge between the legacy financial world and Web3 is no longer hypothetical. It\u2019s live. \ud83d\udc47",
    "createdAtTimestamp": 1790688304,
    "scoredAtTimestamp": 1790790468,
    "retweetCountAtCollection": 0,
    "favoriteCountAtCollection": 5,
    "replyCountAtCollection": 0,
    "quoteCountAtCollection": 0,
    "sentiment": 10,
    "alpha": 9,
    "legitimacy": 8,
    "technicalAccuracy": 7,
    "isRecent": true,
    "isVerifiable": true,
    "scoresReasoning": "The tweet accurately reports the recent and significant development of Chainlink enabling financial institutions to connect to SWIFT's blockchain ledger for tokenized deposits, leveraging Chainlink's CCIP 2.0 and Runtime Environment (CRE). SWIFT's extensive network of over 11,500 institutions and its role in facilitating global GDP flows every ~3 days are also correctly stated. However, the claim of '150+ billion transactions secured on-chain' by Chainlink is a significant overstatement compared to Chainlink's reported 'Total Verified Messages' of approximately 20.17 billion as of September 2026. While the partnership is a major step towards interoperability between traditional finance and Web3, labeling it the 'biggest institutional milestone in crypto history' and 'the universal settlement and interoperability standard' contains elements of hype, despite the legitimate and market-moving nature of the news.\n\nSources: [fxstreet.com](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGyi8YscdtY-amF3NHsKzD1XUYpUa_JjGWGf8dvhGFciMYb_pJMf5c7O4gEAXz4VtEq0w0wjpeToxVXjiEB-7DkeP0ADDmQYyYo0mkUNz4Q7PqZJ8JbHzxyV4YplQ2TbEfW_jS0Eo4hSgAhX8IP54vS5jZkO7cQ3lIQs6JbeHSvXwNKRqOD3TYvolOhor-Png1VkH3VmKwTMzaYv-73-VlFFWic5ZJaXHBtH74a6Bkm9VC2cgWP7FdP3HXPBpO9UH3edgKwen6Ekt5aJqFJNzA=) | [bitcoinfoundation.org](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQHAN-m4cGk4fx0SAgihcCqUtcjzgJhJZ677gnbphmQyY2k9Iv-PDnKuGO3edqOj-H18U6me1aSEka3Mwlu8uMhBbN1QXSrxgKsDcqcW3UIWpEDJYcuQRoi5xEZpy4fam-gy-JRZj-jmXUf93Y94WWOQYzcC-0_e1xItxhBtdT9rWeqT9n6axJajr12KaPMD567EO6pWmpMB7usC2Kkuu5ToKLMxmtkm3yaZqeGFbhKsX5TBB50mZ6axnbfU9uzO) | [chain.link](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGMlVbUogGw59Gca8joOKsCdDJPaPrknzQYeCVEp957W9zGPv4yEVwgT78peb7SwRODzLqVUHTU3MBrViOE362-gzpQvXcg6lNGLu-A7wX3LUp5_BDiq8uRC1srSplP0Q1YuoVCu3vl_mqafCBwXRtgChC2DOXkDXERyO_NuDq-lEpeMf5_iPtvaBZKEsrQYnMsrNM3dwNeHJaJ5VoZNzgyM9RgH_hkdT-PJFoYuqEfzg==) | [chain.link](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQHyuRyQypSExsPy-rSq4KgpwTTOo_t4Z4ROxVZK9LiIDbmLoQWnnSUsOBgifzdL7_WX1fgDg8RIXtCuLMyX4RYgoLjDL7u8kFuAWTmZv5iwyk9IS4zGEHd0TK8j1tdbwkwXowGar63n) | [chain.link](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQF-NjFmFRG24y7vOsAOaHCUDfpDlUUAhxSjjdVji3vqx5Mms1mcN5LFjfi1JcIEl1MEDRv2Rs0ALVvyje6n86UM3fVb0RRjRBvlDMI32i51Pk9ZyTMMQWLFi0N5yIIydQ3e5Bc=) | [pluang.com](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQHaUZ8SF6q13V1_xlwV-DSxjdalw6qqukX_7JDsX5hNDsahe8_qC1YJB6jnkTCXglsI6zJvsFWAkfY7UZT53t1Dh3nX-TqiXOjokpZwJE9DpMuwIgiflU1TEunrsenV4_SqIBUHYCYohG255TCkAu0HOlx4UWfn9dq_uk2KbZIfkJW5lwjYssAvFZ2jjc0-HYJMHHvb1xq9dAuoWqwfrP6GQW4wluS9UnE=) | [leaprate.com](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGniu-i9FNew6P5TGjZUTymRSEES1NJONIgt-da0gfnkwyXo-xMvPtaGotGacl5JDoHQHB5L5OG2l0XDC68oa3cdXe9BkgsK1d_rO-MCDpxQPXcWtUFA0xfM0cJ_gv_5Xf0SqNJQ01ozhS_C53Fhr2_MiaACUkgjTcxQ5oZDSgmPjZzqhTpMR2es57EX6RKxwZ2-SixyGkOva-qR2ZgSwmJ3gm3LsVYtcF9pIA=) | [cryptoticker.io](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQH9ODjcDfvSC3gSjn2W1OMdJX1_YQwwhkz-Zet2Y_5ifCiBMIITFX02bq6MuF8UFJV4yh0bLtMvuTWVfGUNiiK7xlrfIvqRv3f-LZsM2UgbkVhXxw8dg_N4qYmYuTcCwgPMY1c2_ovtKVJpoJrEb55U-YwPwXJUd1g=) | [swift.com](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQE6gZ-3bu0ZQwbbYv06305ZrsUQlcnorhwULet5mZOdiX0uQ-EnivLRHvkmbBEc9BNxYxawP8aDtlkZZMhtLiRRnIw0AE5Ue53yFuHfsuf4yt3b-cIUbjGvkUYpt0QutgpSpRKEmhANfJjxcDfBvQ9kEK3q5dp95Xn4FbWZONuUjYYzsE8rgHYQTug8P-DCFptvFdZR7UZjsRumBKx1zvqf40pxU5rlsFRarB1ti2i9Dr_6) | [prnewswire.com](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGHL5k4o1sPS6YU4AU8mND2uD-JPYvFsShheoGlIuhVCapKZ5dPsmZIGGZIwbN1vT55HHJ4H58YdrPtnpGU9pPIML3sOT9hjKFrxdb5HTApnOkQchgnv0Yr_ARodIK-O3yTvs-y7f0HC3TwOmfvR0aVgEQg6Sb49-DQiJpm6OJgs2pBmUf2XKvu2aBGD5KzEnPYvOPJC4cMDmGWKXyQzUb3xa2fhKxj6XkzbQBAvdaAIe-FxrE-nPiVZxt6UZPTG0AlCvor2bvH) | [swift.com](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQHSZble2S40JBCftMMQOcnkZ6qrDflA9LkHkti-tnwmnwA80u1vIAh6dxDuYnQRX15HVU7n56qLdsbXaPVYUZU73ZWfUgt9XjvuSixnCU6QQTAa-tIE58zTax6r40FbFvmmQd7J) | [swift.com](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQEJwgykZaIzRMtvgDZboFMFc0SNcNfxQzqPtY5b9YROj-nnvSRA1zgx5D4GPZtkl7roltmSK5fhfwsqTX5gD6xklS5mW4YYnSG4UqP3nzP12HqfcD3FF5vJAJJoxH44azpo8IiJoWMP7ZhP1-kxy7rMwUrTgLJ0C7tjuUqp8eMx1YpxCliEZNJQFDMqsidJYMrPkQK_G64bgXcz9uVOQioqQ-g2zLKkUaninwCv23kv3PN4svu4yjIhjkO-uYPKdOT6KRU3pw==) | [macromicro.me](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQHU1Xg4OOfS7b7IhZAT6jeXStv7Evqa45CRHEjRoY14GwcVJbOg_sZDLP4PSTsGummEINhw1-1qOTV2p3zZDypWo0QIgA7O88FyMUb4oF5Zmeta2EBJS6c1DLgbbU9D96rP_ltYZCTgTecK1zltJjBP9sALwCc33pQE1Q4vc868i8P6XNX8aaGiV4XZ5Pl8D8DSjiQYavm_zaTctcrsPvs-dPR2nA==) | [binance.com](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQFvsiIuprHGmpVxLFJ4r7lquYow_rkPaZNY9Z4-WRA-Nb7HWCf3RDsXMGB",
    "tweetUrl": "https://x.com/cheekycrypto/status/2104925428813324771",
    "userTrackRecordSignals": 192,
    "userTrackRecordUniqueTokens": 40,
    "userTrackRecordActiveDays": 136,
    "userTrackRecordFirstSignalDate": "2024-11-04",
    "userTrackRecordLastSignalDate": "2026-09-29",
    "userTrackRecordAccuracy24h": 47.9,
    "userTrackRecordAccuracy7d": 44.4,
    "userTrackRecordAccuracy30d": 42,
    "userTrackRecordAvgReturn24h": 0.03,
    "userTrackRecordAvgReturn7d": 0.03,
    "userTrackRecordAvgReturn30d": 0.2,
    "userTrackRecordBullishSignals": 190,
    "userTrackRecordBearishSignals": 2,
    "userTrackRecordAvgSentiment": 8,
    "userTrackRecordAvgAlpha": 1.72,
    "userTrackRecordPerformanceTier": "unproven"
  }
]

This result set is limited to 3 items because limit=3 was requested. The response includes three tweets: a flagged scam/malware promotion with a low sentiment score, a verified bullish NEAR ETF announcement from a "proven" track-record author, and a mostly-accurate but hype-laden Chainlink/SWIFT announcement from an "unproven" author.

x402 Payment Option

This endpoint supports pay-per-use access via the x402 payment protocol (v2): pay $0.05 USDC per request using blockchain micropayments. No API key required.

Quick Start (TypeScript)

npm install @x402/fetch @x402/evm viem

import { x402Client } from "@x402/core/client";
import { ExactEvmScheme } from "@x402/evm/exact/client";
import { wrapFetchWithPayment } from "@x402/fetch";
import { privateKeyToAccount } from "viem/accounts";

const signer = privateKeyToAccount(process.env.EVM_PRIVATE_KEY as `0x${string}`);
const client = new x402Client();
client.register("eip155:*", new ExactEvmScheme(signer));

const fetchWithPayment = wrapFetchWithPayment(fetch, client);
const response = await fetchWithPayment(
  "https://x402.cambrian.org/deep42/social-data/alpha-tweet-detection"
);
const data = await response.json();

Quick Start (Python)

pip install "x402[httpx]"

import asyncio, os
from eth_account import Account
from x402 import x402Client
from x402.http.clients import x402HttpxClient
from x402.mechanisms.evm import EthAccountSigner
from x402.mechanisms.evm.exact.register import register_exact_evm_client

async def main():
    client = x402Client()
    account = Account.from_key(os.getenv("EVM_PRIVATE_KEY"))
    register_exact_evm_client(client, EthAccountSigner(account))

    async with x402HttpxClient(client) as http:
        response = await http.get("https://x402.cambrian.org/deep42/social-data/alpha-tweet-detection")
        print(response.json())

asyncio.run(main())

Payment Flow

  1. Send a normal request to the endpoint (no API key needed)
  2. Server returns 402 Payment Required with payment details
  3. The x402 SDK automatically signs a payment authorization with your wallet
  4. The SDK resubmits the request with the signed payment
  5. Server verifies payment and returns the API response

The x402 SDK handles steps 2 through 5 automatically.

Network: Base (chain ID 8453) | Currency: USDC | Price: $0.05 per request

API Versioning

This endpoint supports multiple API versions. Use the Accept header to request a specific version.

Available Versions

Version State Default Accept Header
1.0.0 Current No application/vnd.cambrian.deep42.social-data.alpha-tweet-detection.v1+json
2.0.0 Current Yes application/vnd.cambrian.deep42.social-data.alpha-tweet-detection.v2+json
2.1.0 Current No application/vnd.cambrian.deep42.social-data.alpha-tweet-detection.v2.1+json

How to Request a Specific Version

curl -X GET "https://api.cambrian.org/deep42/social-data/alpha-tweet-detection" \
  -H "X-API-KEY: YOUR_API_KEY" \
  -H "Accept: application/vnd.cambrian.deep42.social-data.alpha-tweet-detection.v1+json"

Version Lifecycle

  • Current: Actively maintained and recommended for new integrations
  • Deprecated: Still functional but scheduled for removal (check deprecated_at)
  • Sunset: No longer available (returns 410 Gone)

Note: If you don't include an Accept header, the API returns the default version (2.0.0).

Related Endpoints

  • /deep42/social-data/influencer-credibility - Returns a direct array of cryptocurrency influencers with recent activity and historical directional-price metrics
  • /deep42/social-data/sentiment-shifts - Identifies tokens with significant sentiment changes that could signal market movements and trading opportunities
  • /deep42/social-data/token-analysis - Comprehensive social intelligence report for a cryptocurrency token with sentiment analysis
  • /deep42/social-data/trending-momentum - Identifies tokens with rapidly increasing social signals and momentum indicators