Twitter/X Hashtag Scraper: Support Sentiment&Tone Analyzer 2025

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 | Monitor Stock & Crypto Market Sentiment on Twitter/X | YouTube Transcript Extractor | 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

1{
2    "type": "tweet",
3    "id": 1882246784816394800,
4    "viewCount": null,
5    "url": "https://x.com/PHall20069/status/1882246784816394744",
6    "text": "Altseason starts now.\n#BTC #ETH #SOL #Memecoin #Trump #Melania #Bitlayer #Success #Bitcoin #Crypto #Altseanson\nhttps://t.co/c638lLGnC0 https://t.co/r1eX99mpDs",
7    "isQuote": false,
8    "isRetweet": false,
9    "retweetCount": 0,
10    "replyCount": 0,
11    "likeCount": 0,
12    "quoteCount": 0,
13    "createdAt": "2025-01-23 01:59:38+00:00",
14    "lang": "en",
15    "bookmarkCount": 0,
16    "isReply": false,
17    "source": "Twitter Web App",
18    "author": {
19        "type": "user",
20        "username": "PHall20069",
21        "url": "https://x.com/PHall20069",
22        "id": 1844650977133199400,
23        "name": "Philip Hall",
24        "isVerified": false,
25        "isBlueVerified": false,
26        "verifiedType": null,
27        "profilePicture": "https://pbs.twimg.com/profile_images/1844651128459493376/cY6vaRzx_normal.jpg",
28        "coverPicture": null,
29        "description": "",
30        "location": "",
31        "followers": 12,
32        "following": 772,
33        "protected": null,
34        "createdAt": "2024-10-11 08:07:32+00:00",
35        "favouritesCount": 592,
36        "mediaCount": 143,
37        "statusesCount": 544,
38        "listedCount": 0
39    },
40    "quote": null,
41    "retweetedTweet": null,
42    "media": "Media(photos=[MediaPhoto(url='https://pbs.twimg.com/media/Gh8VcWlaoAA1Cfc.jpg')], videos=[], animated=[])",
43    "cashtags": [],
44    "hashtags": [
45        "BTC",
46        "ETH",
47        "SOL",
48        "Memecoin",
49        "Trump",
50        "Melania",
51        "Bitlayer",
52        "Success",
53        "Bitcoin",
54        "Crypto",
55        "Altseanson"
56    ],
57    "links": [
58        "TextLink(url='https://tokenpikachu.com', text='tokenpikachu.com', tcourl='https://t.co/c638lLGnC0')"
59    ],
60    "conversationId": 1882246784816394800,
61    "card": null,
62    "coordinates": null,
63    "mentionedUsers": [],
64    "tone": "Enthusiastic",
65    "sentiment": "Positive"
66}