🐦 Twitter Post Details
Viewing enriched Twitter post
📊 Media Metadata
{
"media": [
{
"url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/1998423455818223775/media_0.jpg?",
"media_url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/1998423455818223775/media_0.jpg?",
"type": "photo",
"filename": "media_0.jpg"
}
],
"processed_at": "2025-12-09T17:23:14.464130",
"pipeline_version": "2.0"
}🔧 Raw API Response
{
"type": "tweet",
"id": "1998423455818223775",
"url": "https://x.com/rasbt/status/1998423455818223775",
"twitterUrl": "https://twitter.com/rasbt/status/1998423455818223775",
"text": "The slightly longer version for a bit more context: https://t.co/70JZvlvBlT",
"source": "Twitter for iPhone",
"retweetCount": 2,
"replyCount": 0,
"likeCount": 11,
"quoteCount": 0,
"viewCount": 1900,
"createdAt": "Tue Dec 09 16:04:15 +0000 2025",
"lang": "en",
"bookmarkCount": 16,
"isReply": true,
"inReplyToId": "1998104406970233038",
"conversationId": "1998104406970233038",
"displayTextRange": [
0,
75
],
"inReplyToUserId": null,
"inReplyToUsername": null,
"author": {
"type": "user",
"userName": "rasbt",
"url": "https://x.com/rasbt",
"twitterUrl": "https://twitter.com/rasbt",
"id": "865622395",
"name": "Sebastian Raschka",
"isVerified": false,
"isBlueVerified": true,
"verifiedType": null,
"profilePicture": "https://pbs.twimg.com/profile_images/1661187442043486209/a3E4t1eV_normal.jpg",
"coverPicture": "https://pbs.twimg.com/profile_banners/865622395/1742309979",
"description": "ML/AI research engineer. Ex stats professor.\nAuthor of \"Build a Large Language Model From Scratch\" (https://t.co/O8LAAMRzzW) & reasoning (https://t.co/5TueQKx2Fk)",
"location": "",
"followers": 372053,
"following": 1109,
"status": "",
"canDm": false,
"canMediaTag": true,
"createdAt": "Sun Oct 07 02:06:16 +0000 2012",
"entities": {
"description": {
"urls": [
{
"display_url": "amzn.to/4fqvn0D",
"expanded_url": "https://amzn.to/4fqvn0D",
"url": "https://t.co/O8LAAMRzzW",
"indices": [
100,
123
]
},
{
"display_url": "mng.bz/lZ5B",
"expanded_url": "https://mng.bz/lZ5B",
"url": "https://t.co/5TueQKx2Fk",
"indices": [
138,
161
]
}
]
},
"url": {
"urls": [
{
"display_url": "sebastianraschka.com",
"expanded_url": "https://sebastianraschka.com",
"url": "https://t.co/HrtQQ5tgJl",
"indices": [
0,
23
]
}
]
}
},
"fastFollowersCount": 0,
"favouritesCount": 23598,
"hasCustomTimelines": true,
"isTranslator": false,
"mediaCount": 2029,
"statusesCount": 19069,
"withheldInCountries": [],
"affiliatesHighlightedLabel": {},
"possiblySensitive": false,
"pinnedTweetIds": [
"1991517493534552497"
],
"profile_bio": {},
"isAutomated": false,
"automatedBy": null
},
"extendedEntities": {},
"card": {
"binding_values": [
{
"key": "photo_image_full_size_large",
"value": {
"image_value": {
"alt": "From Random Forests to RLVR: A Short History of ML/AI Hello Worlds",
"height": 419,
"width": 800,
"url": "https://pbs.twimg.com/card_img/1998417898075815937/6ansfFEL?format=jpg&name=800x419"
},
"type": "IMAGE"
}
},
{
"key": "thumbnail_image",
"value": {
"image_value": {
"alt": "From Random Forests to RLVR: A Short History of ML/AI Hello Worlds",
"height": 150,
"width": 218,
"url": "https://pbs.twimg.com/card_img/1998417898075815937/6ansfFEL?format=jpg&name=280x150"
},
"type": "IMAGE"
}
},
{
"key": "description",
"value": {
"string_value": "Two years ago, I posted a list of Hello World examples for machine learning and AI on social. Here, the Hello World means beginner-friendly examples to showc...",
"type": "STRING"
}
},
{
"key": "domain",
"value": {
"string_value": "sebastianraschka.com",
"type": "STRING"
}
},
{
"key": "thumbnail_image_large",
"value": {
"image_value": {
"alt": "From Random Forests to RLVR: A Short History of ML/AI Hello Worlds",
"height": 289,
"width": 420,
"url": "https://pbs.twimg.com/card_img/1998417898075815937/6ansfFEL?format=jpg&name=420x420_1"
},
"type": "IMAGE"
}
},
{
"key": "summary_photo_image_small",
"value": {
"image_value": {
"alt": "From Random Forests to RLVR: A Short History of ML/AI Hello Worlds",
"height": 202,
"width": 386,
"url": "https://pbs.twimg.com/card_img/1998417898075815937/6ansfFEL?format=jpg&name=386x202"
},
"type": "IMAGE"
}
},
{
"key": "thumbnail_image_original",
"value": {
"image_value": {
"alt": "From Random Forests to RLVR: A Short History of ML/AI Hello Worlds",
"height": 1076,
"width": 1564,
"url": "https://pbs.twimg.com/card_img/1998417898075815937/6ansfFEL?format=jpg&name=orig"
},
"type": "IMAGE"
}
},
{
"key": "site",
"value": {
"scribe_key": "publisher_id",
"type": "USER",
"user_value": {
"id_str": "865622395",
"path": []
}
}
},
{
"key": "photo_image_full_size_small",
"value": {
"image_value": {
"alt": "From Random Forests to RLVR: A Short History of ML/AI Hello Worlds",
"height": 202,
"width": 386,
"url": "https://pbs.twimg.com/card_img/1998417898075815937/6ansfFEL?format=jpg&name=386x202"
},
"type": "IMAGE"
}
},
{
"key": "summary_photo_image_large",
"value": {
"image_value": {
"alt": "From Random Forests to RLVR: A Short History of ML/AI Hello Worlds",
"height": 419,
"width": 800,
"url": "https://pbs.twimg.com/card_img/1998417898075815937/6ansfFEL?format=jpg&name=800x419"
},
"type": "IMAGE"
}
},
{
"key": "thumbnail_image_small",
"value": {
"image_value": {
"alt": "From Random Forests to RLVR: A Short History of ML/AI Hello Worlds",
"height": 69,
"width": 100,
"url": "https://pbs.twimg.com/card_img/1998417898075815937/6ansfFEL?format=jpg&name=100x100"
},
"type": "IMAGE"
}
},
{
"key": "creator",
"value": {
"type": "USER",
"user_value": {
"id_str": "865622395",
"path": []
}
}
},
{
"key": "thumbnail_image_x_large",
"value": {
"image_value": {
"alt": "From Random Forests to RLVR: A Short History of ML/AI Hello Worlds",
"height": 1076,
"width": 1564,
"url": "https://pbs.twimg.com/card_img/1998417898075815937/6ansfFEL?format=png&name=2048x2048_2_exp"
},
"type": "IMAGE"
}
},
{
"key": "photo_image_full_size_original",
"value": {
"image_value": {
"alt": "From Random Forests to RLVR: A Short History of ML/AI Hello Worlds",
"height": 1076,
"width": 1564,
"url": "https://pbs.twimg.com/card_img/1998417898075815937/6ansfFEL?format=jpg&name=orig"
},
"type": "IMAGE"
}
},
{
"key": "photo_image_full_size_alt_text",
"value": {
"string_value": "From Random Forests to RLVR: A Short History of ML/AI Hello Worlds",
"type": "STRING"
}
},
{
"key": "vanity_url",
"value": {
"scribe_key": "vanity_url",
"string_value": "sebastianraschka.com",
"type": "STRING"
}
},
{
"key": "photo_image_full_size",
"value": {
"image_value": {
"alt": "From Random Forests to RLVR: A Short History of ML/AI Hello Worlds",
"height": 314,
"width": 600,
"url": "https://pbs.twimg.com/card_img/1998417898075815937/6ansfFEL?format=jpg&name=600x314"
},
"type": "IMAGE"
}
},
{
"key": "summary_photo_image_alt_text",
"value": {
"string_value": "From Random Forests to RLVR: A Short History of ML/AI Hello Worlds",
"type": "STRING"
}
},
{
"key": "thumbnail_image_color",
"value": {
"image_color_value": {
"palette": [
{
"rgb": {
"blue": 255,
"green": 255,
"red": 255
},
"percentage": 93.05
},
{
"rgb": {
"blue": 249,
"green": 157,
"red": 156
},
"percentage": 2.57
},
{
"rgb": {
"blue": 155,
"green": 155,
"red": 231
},
"percentage": 2.25
},
{
"rgb": {
"blue": 198,
"green": 180,
"red": 166
},
"percentage": 1.63
},
{
"rgb": {
"blue": 120,
"green": 120,
"red": 118
},
"percentage": 0.27
}
]
},
"type": "IMAGE_COLOR"
}
},
{
"key": "title",
"value": {
"string_value": "From Random Forests to RLVR: A Short History of ML/AI Hello Worlds",
"type": "STRING"
}
},
{
"key": "summary_photo_image_color",
"value": {
"image_color_value": {
"palette": [
{
"rgb": {
"blue": 255,
"green": 255,
"red": 255
},
"percentage": 93.05
},
{
"rgb": {
"blue": 249,
"green": 157,
"red": 156
},
"percentage": 2.57
},
{
"rgb": {
"blue": 155,
"green": 155,
"red": 231
},
"percentage": 2.25
},
{
"rgb": {
"blue": 198,
"green": 180,
"red": 166
},
"percentage": 1.63
},
{
"rgb": {
"blue": 120,
"green": 120,
"red": 118
},
"percentage": 0.27
}
]
},
"type": "IMAGE_COLOR"
}
},
{
"key": "summary_photo_image_x_large",
"value": {
"image_value": {
"alt": "From Random Forests to RLVR: A Short History of ML/AI Hello Worlds",
"height": 1076,
"width": 1564,
"url": "https://pbs.twimg.com/card_img/1998417898075815937/6ansfFEL?format=png&name=2048x2048_2_exp"
},
"type": "IMAGE"
}
},
{
"key": "summary_photo_image",
"value": {
"image_value": {
"alt": "From Random Forests to RLVR: A Short History of ML/AI Hello Worlds",
"height": 314,
"width": 600,
"url": "https://pbs.twimg.com/card_img/1998417898075815937/6ansfFEL?format=jpg&name=600x314"
},
"type": "IMAGE"
}
},
{
"key": "photo_image_full_size_color",
"value": {
"image_color_value": {
"palette": [
{
"rgb": {
"blue": 255,
"green": 255,
"red": 255
},
"percentage": 93.05
},
{
"rgb": {
"blue": 249,
"green": 157,
"red": 156
},
"percentage": 2.57
},
{
"rgb": {
"blue": 155,
"green": 155,
"red": 231
},
"percentage": 2.25
},
{
"rgb": {
"blue": 198,
"green": 180,
"red": 166
},
"percentage": 1.63
},
{
"rgb": {
"blue": 120,
"green": 120,
"red": 118
},
"percentage": 0.27
}
]
},
"type": "IMAGE_COLOR"
}
},
{
"key": "photo_image_full_size_x_large",
"value": {
"image_value": {
"alt": "From Random Forests to RLVR: A Short History of ML/AI Hello Worlds",
"height": 1076,
"width": 1564,
"url": "https://pbs.twimg.com/card_img/1998417898075815937/6ansfFEL?format=png&name=2048x2048_2_exp"
},
"type": "IMAGE"
}
},
{
"key": "card_url",
"value": {
"scribe_key": "card_url",
"string_value": "https://t.co/70JZvlvBlT",
"type": "STRING"
}
},
{
"key": "summary_photo_image_original",
"value": {
"image_value": {
"alt": "From Random Forests to RLVR: A Short History of ML/AI Hello Worlds",
"height": 1076,
"width": 1564,
"url": "https://pbs.twimg.com/card_img/1998417898075815937/6ansfFEL?format=jpg&name=orig"
},
"type": "IMAGE"
}
}
],
"card_platform": {
"platform": {
"audience": {
"name": "production"
},
"device": {
"name": "Android",
"version": "12"
}
}
},
"name": "summary_large_image",
"url": "https://t.co/70JZvlvBlT",
"user_refs_results": [
{
"result": {
"__typename": "User",
"id": "VXNlcjo4NjU2MjIzOTU=",
"rest_id": "865622395",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": false,
"can_media_tag": true,
"created_at": "Sun Oct 07 02:06:16 +0000 2012",
"default_profile": false,
"default_profile_image": false,
"description": "ML/AI research engineer. Ex stats professor.\nAuthor of \"Build a Large Language Model From Scratch\" (https://t.co/O8LAAMRzzW) & reasoning (https://t.co/5TueQKx2Fk)",
"entities": {
"description": {
"urls": [
{
"display_url": "amzn.to/4fqvn0D",
"expanded_url": "https://amzn.to/4fqvn0D",
"url": "https://t.co/O8LAAMRzzW",
"indices": [
100,
123
]
},
{
"display_url": "mng.bz/lZ5B",
"expanded_url": "https://mng.bz/lZ5B",
"url": "https://t.co/5TueQKx2Fk",
"indices": [
138,
161
]
}
]
},
"url": {
"urls": [
{
"display_url": "sebastianraschka.com",
"expanded_url": "https://sebastianraschka.com",
"url": "https://t.co/HrtQQ5tgJl",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 23598,
"followers_count": 372053,
"friends_count": 1109,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 4494,
"location": "",
"media_count": 2029,
"name": "Sebastian Raschka",
"normal_followers_count": 372053,
"pinned_tweet_ids_str": [
"1991517493534552497"
],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/865622395/1742309979",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1661187442043486209/a3E4t1eV_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "rasbt",
"statuses_count": 19069,
"translator_type": "none",
"url": "https://t.co/HrtQQ5tgJl",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1487642811856007168",
"professional_type": "Creator",
"category": [
{
"id": 713,
"name": "Science & Technology",
"icon_name": ""
}
]
},
"tipjar_settings": {
"is_enabled": true,
"bitcoin_handle": "",
"cash_app_handle": "SebastianRaschka",
"ethereum_handle": "",
"venmo_handle": "Sebastian-Raschka"
}
}
},
{
"result": {
"__typename": "User",
"id": "VXNlcjo4NjU2MjIzOTU=",
"rest_id": "865622395",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": false,
"can_media_tag": true,
"created_at": "Sun Oct 07 02:06:16 +0000 2012",
"default_profile": false,
"default_profile_image": false,
"description": "ML/AI research engineer. Ex stats professor.\nAuthor of \"Build a Large Language Model From Scratch\" (https://t.co/O8LAAMRzzW) & reasoning (https://t.co/5TueQKx2Fk)",
"entities": {
"description": {
"urls": [
{
"display_url": "amzn.to/4fqvn0D",
"expanded_url": "https://amzn.to/4fqvn0D",
"url": "https://t.co/O8LAAMRzzW",
"indices": [
100,
123
]
},
{
"display_url": "mng.bz/lZ5B",
"expanded_url": "https://mng.bz/lZ5B",
"url": "https://t.co/5TueQKx2Fk",
"indices": [
138,
161
]
}
]
},
"url": {
"urls": [
{
"display_url": "sebastianraschka.com",
"expanded_url": "https://sebastianraschka.com",
"url": "https://t.co/HrtQQ5tgJl",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 23598,
"followers_count": 372053,
"friends_count": 1109,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 4494,
"location": "",
"media_count": 2029,
"name": "Sebastian Raschka",
"normal_followers_count": 372053,
"pinned_tweet_ids_str": [
"1991517493534552497"
],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/865622395/1742309979",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1661187442043486209/a3E4t1eV_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "rasbt",
"statuses_count": 19069,
"translator_type": "none",
"url": "https://t.co/HrtQQ5tgJl",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1487642811856007168",
"professional_type": "Creator",
"category": [
{
"id": 713,
"name": "Science & Technology",
"icon_name": ""
}
]
},
"tipjar_settings": {
"is_enabled": true,
"bitcoin_handle": "",
"cash_app_handle": "SebastianRaschka",
"ethereum_handle": "",
"venmo_handle": "Sebastian-Raschka"
}
}
}
]
},
"place": {},
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [
{
"display_url": "sebastianraschka.com/blog/2025/hell…",
"expanded_url": "https://sebastianraschka.com/blog/2025/hello-world-ai.html",
"url": "https://t.co/70JZvlvBlT",
"indices": [
52,
75
]
}
],
"user_mentions": []
},
"quoted_tweet": null,
"retweeted_tweet": null,
"article": null
}