Viewing enriched Twitter post
I am giving a talk in ~1 hr on some of recent work we have been doing at Berkeley around the DocETL and DocWrangler projects! The talk is titled "Agentic Query Optimization for Unstructured Data Processing," and it will be livestreamed on youtube: https://t.co/S5hC4oM5kS
{
"media": [
{
"url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/1968343531346637036/media_0.jpg?",
"media_url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/1968343531346637036/media_0.jpg?",
"type": "photo",
"filename": "media_0.jpg"
}
],
"processed_at": "2025-09-18T14:23:32.115922",
"pipeline_version": "2.0"
}{
"type": "tweet",
"id": "1968343531346637036",
"url": "https://x.com/sh_reya/status/1968343531346637036",
"twitterUrl": "https://twitter.com/sh_reya/status/1968343531346637036",
"text": "I am giving a talk in ~1 hr on some of recent work we have been doing at Berkeley around the DocETL and DocWrangler projects! The talk is titled \"Agentic Query Optimization for Unstructured Data Processing,\" and it will be livestreamed on youtube: https://t.co/S5hC4oM5kS",
"source": "Twitter for iPhone",
"retweetCount": 5,
"replyCount": 1,
"likeCount": 31,
"quoteCount": 0,
"viewCount": 5758,
"createdAt": "Wed Sep 17 15:57:22 +0000 2025",
"lang": "en",
"bookmarkCount": 13,
"isReply": false,
"inReplyToId": null,
"conversationId": "1968343531346637036",
"displayTextRange": [
0,
271
],
"inReplyToUserId": null,
"inReplyToUsername": null,
"author": {
"type": "user",
"userName": "sh_reya",
"url": "https://x.com/sh_reya",
"twitterUrl": "https://twitter.com/sh_reya",
"id": "2286218053",
"name": "Shreya Shankar",
"isVerified": false,
"isBlueVerified": true,
"verifiedType": null,
"profilePicture": "https://pbs.twimg.com/profile_images/1342529111839944705/hzr44mb5_normal.jpg",
"coverPicture": "",
"description": "",
"location": "Berkeley, CA",
"followers": 48460,
"following": 692,
"status": "",
"canDm": true,
"canMediaTag": true,
"createdAt": "Sat Jan 11 06:46:16 +0000 2014",
"entities": {
"description": {
"urls": []
},
"url": {}
},
"fastFollowersCount": 0,
"favouritesCount": 14711,
"hasCustomTimelines": true,
"isTranslator": false,
"mediaCount": 392,
"statusesCount": 5549,
"withheldInCountries": [],
"affiliatesHighlightedLabel": {},
"possiblySensitive": false,
"pinnedTweetIds": [
"1838617833393283428"
],
"profile_bio": {
"description": "on the CS faculty job market | PhD @Berkeley_EECS, building https://t.co/PmuOqAYt6q | teaching https://t.co/CTWJ6z0JEg | formerly ML eng & undergrad @Stanford",
"entities": {
"description": {
"urls": [
{
"display_url": "docetl.org",
"expanded_url": "http://docetl.org",
"indices": [
60,
83
],
"url": "https://t.co/PmuOqAYt6q"
},
{
"display_url": "bit.ly/evals-ai",
"expanded_url": "http://bit.ly/evals-ai",
"indices": [
95,
118
],
"url": "https://t.co/CTWJ6z0JEg"
}
],
"user_mentions": [
{
"id_str": "0",
"indices": [
35,
49
],
"name": "",
"screen_name": "Berkeley_EECS"
},
{
"id_str": "0",
"indices": [
149,
158
],
"name": "",
"screen_name": "Stanford"
}
]
},
"url": {
"urls": [
{
"display_url": "sh-reya.com",
"expanded_url": "http://www.sh-reya.com",
"indices": [
0,
23
],
"url": "https://t.co/j0wChge195"
}
]
}
}
},
"isAutomated": false,
"automatedBy": null
},
"extendedEntities": {},
"card": {
"binding_values": [
{
"key": "player_url",
"value": {
"string_value": "https://www.youtube.com/embed/xyCHcCeVonQ"
}
},
{
"key": "player_image_large",
"value": {
"image_value": {
"height": 627,
"url": "https://pbs.twimg.com/card_img/1968343461872181248/FEWoRrmq?format=jpg&name=1200x627",
"width": 1200
}
}
},
{
"key": "player_image",
"value": {
"image_value": {
"height": 210,
"url": "https://pbs.twimg.com/card_img/1968343461872181248/FEWoRrmq?format=jpg&name=280x280",
"width": 280
}
}
},
{
"key": "app_star_rating",
"value": {
"string_value": "4.68058"
}
},
{
"key": "description",
"value": {
"string_value": "Much of the world’s critical information lives in unstructured documents—e.g., clinical notes, legal records, scientific reports—and is notoriously difficult..."
}
},
{
"key": "player_width",
"value": {
"string_value": "640"
}
},
{
"key": "domain",
"value": {
"string_value": "www.youtube.com"
}
},
{
"key": "app_is_free",
"value": {
"string_value": "true"
}
},
{
"key": "site",
"value": {
"scribe_key": "publisher_id",
"user_value": {
"id_str": "10228272"
}
}
},
{
"key": "player_image_original",
"value": {
"image_value": {
"height": 360,
"url": "https://pbs.twimg.com/card_img/1968343461872181248/FEWoRrmq?format=jpg&name=orig",
"width": 480
}
}
},
{
"key": "app_url_resolved",
"value": {
"string_value": "vnd.youtube://www.youtube.com/watch?v=xyCHcCeVonQ&feature=applinks"
}
},
{
"key": "app_num_ratings",
"value": {
"string_value": "43,686,165"
}
},
{
"key": "app_price_amount",
"value": {
"string_value": "0.0"
}
},
{
"key": "player_height",
"value": {
"string_value": "360"
}
},
{
"key": "vanity_url",
"value": {
"scribe_key": "vanity_url",
"string_value": "youtube.com"
}
},
{
"key": "app_name",
"value": {
"string_value": "YouTube"
}
},
{
"key": "app_id",
"value": {
"scribe_key": "publisher_app_id",
"string_value": "544007664"
}
},
{
"key": "player_image_small",
"value": {
"image_value": {
"height": 108,
"url": "https://pbs.twimg.com/card_img/1968343461872181248/FEWoRrmq?format=jpg&name=144x144",
"width": 144
}
}
},
{
"key": "title",
"value": {
"string_value": "Agentic Query Optimization for Unstructured Data Processing"
}
},
{
"key": "app_price_currency",
"value": {
"string_value": "USD"
}
},
{
"key": "app_url",
"value": {
"string_value": "https://t.co/redirect?url=vnd.youtube%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DxyCHcCeVonQ%26feature%3Dapplinks&sig=9fd3fc983b0b1fe8ab425a4fe66b3eb9ad2361b2&ssr=true&slug=S5hC4oM5kS"
}
},
{
"key": "card_url",
"value": {
"scribe_key": "card_url",
"string_value": "https://t.co/S5hC4oM5kS"
}
},
{
"key": "player_image_color",
"value": {
"image_color_value": {
"palette": [
{
"percentage": 27.43,
"rgb": {
"blue": 0,
"green": 0,
"red": 0
}
},
{
"percentage": 27.22,
"rgb": {
"blue": 115,
"green": 29,
"red": 16
}
},
{
"percentage": 15.88,
"rgb": {
"blue": 120,
"green": 67,
"red": 61
}
},
{
"percentage": 5.15,
"rgb": {
"blue": 74,
"green": 129,
"red": 202
}
},
{
"percentage": 4.22,
"rgb": {
"blue": 105,
"green": 131,
"red": 184
}
}
]
}
}
},
{
"key": "player_image_x_large",
"value": {
"image_value": {
"height": 360,
"url": "https://pbs.twimg.com/card_img/1968343461872181248/FEWoRrmq?format=png&name=2048x2048_2_exp",
"width": 480
}
}
}
],
"card_platform": {
"platform": {
"audience": {
"name": "production"
},
"device": {
"name": "iPhone",
"version": "13"
}
}
},
"name": "player",
"url": "https://t.co/S5hC4oM5kS",
"user_refs_results": [
{
"rest_id": "10228272",
"result": {
"__typename": "User",
"action_counts": {
"favorites_count": 6044
},
"avatar": {
"image_url": "https://pbs.twimg.com/profile_images/1915882040353837056/VbhPvueq_normal.jpg"
},
"banner": {
"image_url": "https://pbs.twimg.com/profile_banners/10228272/1745416765"
},
"core": {
"created_at": "Tue Nov 13 21:43:46 +0000 2007",
"name": "YouTube",
"screen_name": "YouTube"
},
"dm_permissions": {
"can_dm": false
},
"exclusive_tweet_following": false,
"identity_profile_labels_highlighted_label": {},
"location": {
"location": "San Bruno, CA"
},
"media_permissions": {
"can_media_tag": true
},
"notifications_settings": {},
"pinned_items": {},
"privacy": {},
"private_super_following": false,
"profile_bio": {
"description": "football is so back",
"entities": {
"description": {},
"url": {
"urls": [
{
"display_url": "linkin.bio/youtube",
"expanded_url": "http://linkin.bio/youtube",
"indices": [
0,
23
],
"url": "https://t.co/zyd5mI67Ld"
}
]
}
}
},
"profile_image_shape": "Square",
"profile_metadata": {
"profile_interstitial_type": "",
"profile_link_color": "C9191D"
},
"profile_translation": {
"translator_type_enum": "Regular"
},
"properties": {
"has_extended_profile": false
},
"relationship_counts": {
"followers": 78994324,
"following": 1147
},
"relationship_perspectives": {},
"rest_id": "10228272",
"super_follow_eligible": false,
"super_followed_by": false,
"super_following": false,
"tweet_counts": {
"media_tweets": 16043,
"tweets": 60251
},
"website": {
"url": "https://t.co/zyd5mI67Ld"
},
"verification": {
"is_blue_verified": true,
"verified_type": "Business"
}
}
}
]
},
"place": {},
"entities": {
"urls": [
{
"display_url": "youtube.com/watch?v=xyCHcC…",
"expanded_url": "https://www.youtube.com/watch?v=xyCHcCeVonQ",
"indices": [
248,
271
],
"url": "https://t.co/S5hC4oM5kS"
}
]
},
"quoted_tweet": null,
"retweeted_tweet": null,
"isLimitedReply": false,
"article": null
}