Monitor Stock & Crypto Market Sentiment on Twitter/X

Twitter Cashtag Scraper: Stock & Crypto & Sentiment Analysis

Unlock Market Sentiment with the Twitter Cashtag Scraper! Get 1,000 results for just $0.01!

This powerful tool not only scrapes Twitter for stock and crypto cashtags, but it also analyzes the sentiment of the tweets, giving you crucial insights into market opinions.

Track symbols with lightning-fast speed and gain a deeper understanding of the bullish or bearish sentiment driving market trends with precise data extraction and sentiment analysis.

Boost your data collection strategy today with Twitter Cashtag Scraper.

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 Comment Scraper: | Twitter Hashtag Scraper: Support Sentiment & Tone Analyzer | stock-crypto-kol-tracker-discover-top-twitter-influencers | Other useful scrapers

Cost

Input Parameters

Field	Type	Description
Cashtag	string	a cashtag,like $pepe
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.
sentimentAnalysis	boolean	Sentiment analysis of tweets will be done if checked，but it will also take longer. [BULLISH, BEARISH, or NEUTRAL]
Only verified users	boolean	If checked then returns tweets by users who are verified.
Only Twitter Blue	boolean	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": "1728108619189874825",
4"url": "https://x.com/elonmusk/status/1728108619189874825",
5"twitterUrl": "https://twitter.com/elonmusk/status/1728108619189874825",
6"text": "More than 10 per human on average",
7"sentiment": "
BULLISH
",
8"retweetCount": 11311,
9"replyCount": 6526,
10"likeCount": 104121,
11"quoteCount": 2915,
12"viewCount": 291500,
13"createdAt": "Fri Nov 24 17:49:36 +0000 2023",
14"lang": "en",
15"quoteId": "1728107610631729415",
16"bookmarkCount": 702,
17"isReply": false,
18"card": {},
19"place": {},
20"source:": "Twitter for Android",
21"author": {
22	"type": "user",
23	"userName": "elonmusk",
24	"url": "https://x.com/elonmusk",
25	"twitterUrl": "https://twitter.com/elonmusk",
26	"id": "44196397",
27	"name": "Elon Musk",
28	"isVerified": true,
29    "isBlueVerified": true,
30    "verifiedType": "business",
31	"hasNftAvatar": false,
32	"profilePicture": "https://pbs.twimg.com/profile_images/1683325380441128960/yRsRRjGO_normal.jpg",
33	"coverPicture": "https://pbs.twimg.com/profile_banners/44196397/1690621312",
34	"description": "",
35	"location": "",
36	"followers": 172669889,
37	"following": 538,
38	"protected": false,
39	"status": "",
40	"canDm": false,
41	"canMediaTag": false,
42	"advertiserAccountType": "promotable_user",
43	"analyticsType": "enabled",
44	"createdAt": "Tue Jun 02 20:12:29 +0000 2009",
45	"entities": {
46		"description": {
47			"hashtags": [],
48			"symbols": [],
49			"urls": [],
50			"user_mentions": []
51		}
52	},
53	"fastFollowersCount": 0,
54	"favouritesCount": 42455,
55	"geoEnabled": false,
56	"hasCustomTimelines": true,
57	"hasExtendedProfile": true,
58	"isTranslator": false,
59	"mediaCount": 2002,
60	"profileBackgroundColor": "C0DEED",
61	"statusesCount": 37933,
62	"translatorTypeEnum": "None",
63	"withheldInCountries": [],
64	"affiliatesHighlightedLabel": {
65		"label": {
66			"url": {
67				"urlType": "DeepLink",
68				"url": "https://twitter.com/X"
69			},
70			"badge": {
71				"url": "https://pbs.twimg.com/profile_images/1683899100922511378/5lY42eHs_bigger.jpg"
72			},
73			"userLabelType": "BusinessLabel",
74			"userLabelDisplayType": "Badge",
75			"description": "X"
76		}
77	}
78},
79"extendedEntities": {},
80"isRetweet": false,
81"isQuote": true,
82"quote": {
83	"type": "tweet",
84	"id": "1728107610631729415",
85	"text": "The posts on 𝕏 gets ~ 100 billion impressions every day.

 https://t.co/AuF1KStCFf",
86	"retweetCount": 646,
87	"replyCount": 789,
88	"likeCount": 3983,
89	"quoteCount": 2493,
90	"createdAt": "Fri Nov 24 17:45:35 +0000 2023",
91	"lang": "en",
92	"bookmarkCount": 127,
93	"author": {
94		"type": "user",
95		"userName": "cb_doge",
96		"url": "https://x.com/cb_doge",
97		"twitterUrl": "https://twitter.com/cb_doge",
98		"id": "1389913567671975937",
99		"name": "DogeDesigner",
100		"isVerified": true,
101        "isBlueVerified": true,
102        "verifiedType": "business",
103		"hasNftAvatar": false,
104		"profilePicture": "https://pbs.twimg.com/profile_images/1498070100393754625/C2V-fbll_normal.jpg",
105		"coverPicture": "https://pbs.twimg.com/profile_banners/1389913567671975937/1707664307",
106		"description": "UX/UI & Graphic Designer at Dogecoin & MyDoge Inc./ 𝕏 Creator",
107		"location": "Dogecoin.com",
108		"followers": 441904,
109		"following": 867,
110		"protected": false,
111		"status": "",
112		"canDm": true,
113		"canMediaTag": false,
114		"advertiserAccountType": "promotable_user",
115		"analyticsType": "disabled",
116		"createdAt": "Wed May 05 12:03:43 +0000 2021",
117		"entities": {
118			"url": {
119				"urls": [
120					{
121						"display_url": "MyDoge.com",
122						"expanded_url": "http://MyDoge.com",
123						"indices": [
124							0,
125							23
126						],
127						"url": "https://t.co/E0fsFaNdeI"
128					}
129				]
130			},
131			"description": {
132				"hashtags": [],
133				"symbols": [],
134				"urls": [],
135				"user_mentions": []
136			}
137		},
138		"fastFollowersCount": 0,
139		"favouritesCount": 70660,
140		"geoEnabled": true,
141		"hasCustomTimelines": true,
142		"hasExtendedProfile": true,
143		"isTranslator": false,
144		"mediaCount": 10987,
145		"profileBackgroundColor": "F5F8FA",
146		"statusesCount": 24918,
147		"translatorTypeEnum": "None",
148		"withheldInCountries": [],
149		"affiliatesHighlightedLabel": {
150			"label": {
151				"url": {
152					"urlType": "DeepLink",
153					"url": "https://twitter.com/MyDogeOfficial"
154				},
155				"badge": {
156					"url": "https://pbs.twimg.com/profile_images/1656530956801523719/SC7nEKMa_bigger.png"
157				},
158				"userLabelType": "BusinessLabel",
159				"userLabelDisplayType": "Badge",
160				"description": "MyDoge Wallet"
161			}
162		}
163	},
164	"extendedEntities": {
165		"media": [
166			{
167				"additional_media_info": {
168					"monetizable": false,
169					"graphql_source_user": {
170						"user": {
171							"legacy": {
172								"id_str": "1389913567671975937",
173								"screen_name": "cb_doge",
174								"name": "DogeDesigner",
175								"profile_image_url_https": "https://pbs.twimg.com/profile_images/1498070100393754625/C2V-fbll_normal.jpg",
176								"verified": false,
177								"protected": false,
178								"can_dm": true,
179								"can_media_tag": false
180							}
181						}
182					}
183				},
184				"display_url": "pic.twitter.com/AuF1KStCFf",
185				"expanded_url": "https://twitter.com/cb_doge/status/1727821969343533149/video/1",
186				"ext_media_availability": {
187					"status": "Available"
188				},
189				"id_str": "1727821919171313664",
190				"indices": [
191					59,
192					82
193				],
194				"media_key": "13_1727821919171313664",
195				"media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1727821919171313664/img/t2oLSNoW4igyatu6.jpg",
196				"original_info": {
197					"width": 1920,
198					"height": 1080,
199					"focus_rects": []
200				},
201				"sizes": {
202					"large": {
203						"w": 1920,
204						"h": 1080
205					}
206				},
207				"source_status_id_str": "1727821969343533149",
208				"source_user_id_str": "1389913567671975937",
209				"type": "video",
210				"url": "https://t.co/AuF1KStCFf",
211				"video_info": {
212					"aspect_ratio": [
213						16,
214						9
215					],
216					"duration_millis": 3566,
217					"variants": [
218						{
219							"url": "https://video.twimg.com/amplify_video/1727821919171313664/pl/aGHTtMOSK_JQx9Q1.m3u8?tag=14&container=cmaf",
220							"content_type": "application/x-mpegURL"
221						},
222						{
223							"url": "https://video.twimg.com/amplify_video/1727821919171313664/vid/avc1/480x270/EkwZuvHPaMbH7O1a.mp4?tag=14",
224							"content_type": "video/mp4",
225							"bitrate": 288000
226						},
227						{
228							"url": "https://video.twimg.com/amplify_video/1727821919171313664/vid/avc1/640x360/0XXJiF8kImc0SNUN.mp4?tag=14",
229							"content_type": "video/mp4",
230							"bitrate": 832000
231						},
232						{
233							"url": "https://video.twimg.com/amplify_video/1727821919171313664/vid/avc1/1280x720/VvbDj9laYWdX1dfX.mp4?tag=14",
234							"content_type": "video/mp4",
235							"bitrate": 2176000
236						}
237					]
238				},
239				"allow_download_status": {
240					"allow_download": true
241				}
242			}
243		]
244	}
245},
246"media": []
247}

Contact and Feature Requests

If you need any sort of support, please send an email to fastcrawler9@gmail.com | tg | discord