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Twitter Hashtag Scraper: Support Sentiment & Tone Analyzer 2025 Get 1,000 results for just $0.01! Discover sentiment and tone insights while scraping hashtags effortlessly! The Twitter Hashtag Sentiment & Tone Analyzer is your ultimate solution for fast, accurate, and affordable Twitter data extraction. Perfect for marketers, researchers, and social media analysts, this tool helps you unlock valuable insights in no time. Key Features: 1. Extract hashtag data quickly and efficiently. 2. Analyze sentiment and tone for smarter insights. 3. Apply advanced filters for precise targeting. 4. Affordable, high-speed, and productivity-focused. Don’t miss out—supercharge your hashtag analysis with the best Twitter scraper available ## Contact and Feature Requests - If you need customized features or have specific requirements - support for second-level tweet monitoring - Real-time username change monitoring - real-time follow activity monitoring, feel free to contact me - If you need any sort of support, please send an email to fastcrawler9@gmail.com | tg | discord ## 💡 Related scrapers Twitter comments scraper | Twitter Cashtag Scraper: Stock & Crypto & Sentiment Analysis | stock-crypto-kol-tracker-discover-top-twitter-influencers | Other useful scrapers ## Cost ## Input Parameters | Field | Type | Description | |----|----------|---------------| | Hashtag | string | a hashtag,like #btc | | sentimentAnalysis | boolean | Analyze the provided tweet and identify the primary \n\n tone (Positive, Negative, Neutral, Humorous, Sarcastic, Enthusiastic, Angry, Informative) \n\n sentiment (Positive, Negative, Neutral). \n\n Note: The analysis may take longer when checked.| | Start Time | string | Specify the datetime (yyyy-MM-dd_HH:mm:ss_UTC),Returns tweets sent after the given date. | | End Time | string | Specify the datetime (yyyy-MM-dd_HH:mm:ss_UTC),Returns tweets sent before the given date. | | Sort By | string | Sorts search results by the given option. | | Maximum number of items on output | int | Maximum number of items that you want as output. | | Minimum retweets | int | Returns tweets with at least the given number of retweets. | | Minimum Likes | int | Returns tweets with at least the given number of Likes. | | Minimum Replies | int | Returns tweets with at least the given number of replies. | | Only verified users | int | If checked then returns tweets by users who are verified. | | Only Twitter Blue | int | If checked then returns tweets by users who are Twitter Blue subscribers. | | lang | string | lang , eg： en | ## Output Example { "type": "tweet", "id": 1882246784816394800, "viewCount": null, "url": "https://x.com/PHall20069/status/1882246784816394744", "text": "Altseason starts now.\n#BTC #ETH #SOL #Memecoin #Trump #Melania #Bitlayer #Success #Bitcoin #Crypto #Altseanson\nhttps://t.co/c638lLGnC0 https://t.co/r1eX99mpDs", "isQuote": false, "isRetweet": false, "retweetCount": 0, "replyCount": 0, "likeCount": 0, "quoteCount": 0, "createdAt": "2025-01-23 01:59:38+00:00", "lang": "en", "bookmarkCount": 0, "isReply": false, "source": "Twitter Web App", "author": { "type": "user", "username": "PHall20069", "url": "https://x.com/PHall20069", "id": 1844650977133199400, "name": "Philip Hall", "isVerified": false, "isBlueVerified": false, "verifiedType": null, "profilePicture": "https://pbs.twimg.com/profile_images/1844651128459493376/cY6vaRzx_normal.jpg", "coverPicture": null, "description": "", "location": "", "followers": 12, "following": 772, "protected": null, "createdAt": "2024-10-11 08:07:32+00:00", "favouritesCount": 592, "mediaCount": 143, "statusesCount": 544, "listedCount": 0 }, "quote": null, "retweetedTweet": null, "media": "Media(photos=[MediaPhoto(url='https://pbs.twimg.com/media/Gh8VcWlaoAA1Cfc.jpg')], videos=[], animated=[])", "cashtags": [], "hashtags": [ "BTC", "ETH", "SOL", "Memecoin", "Trump", "Melania", "Bitlayer", "Success", "Bitcoin", "Crypto", "Altseanson" ], "links": [ "TextLink(url='https://tokenpikachu.com', text='tokenpikachu.com', tcourl='https://t.co/c638lLGnC0')" ], "conversationId": 1882246784816394800, "card": null, "coordinates": null, "mentionedUsers": [], "tone": "Enthusiastic", "sentiment": "Positive" }