Posts fields have many similar fields, but can vary according to platform. All posts have a platform attribute to differentiate from which platform it came.
Twitter Posts
Field Name
Description
account_type
Type of account (e.g., Individual, Organization)
account_type_reason
Explanation for how the account type was determined
conversation_id_str
ID of the tweet conversation thread
country
Country associated with the user or tweet (inferred or declared)
country_code
Two-letter ISO country code
country_reason
Reason or source used to infer or confirm the country
created_at
Timestamp when the tweet was created
emotion
Detected emotion (e.g., happy, angry, irrelevant)
favourites_count
Total likes the user has given
followers_count
Number of followers
friends_count
Number of accounts the user follows
location
User’s profile location
media_count
Number of media items posted by the user
media_url
Media URL for this tweet (empty if none)
platform
Platform name (twitter)
post_url
Direct link to the tweet
profile_url
User’s profile image
sentiment
Sentiment toward the target (positive, negative, irrelevant)
Full post text (may include hashtags, mentions, emojis).
total_interactions_count
Combined total of comments, likes, and reposts.
user_description
User's profile bio or description.
username
Weibo username of the post author.
LinkedIn Posts
Field Name
Description
date_published
Timestamp when the LinkedIn post was published (ISO 8601 format).
image_url
URL to the post's cover image or thumbnail.
platform
Platform name (`linkedin`).
shared_content_text
Text of shared content if this post shares another post.
shared_content_url
URL of shared content if this post shares another post.
text
Full post text or content description.
type
Post type (e.g., "Article", "DiscussionForumPosting", "VideoObject").
url
Direct URL to the LinkedIn post.
user_description
Brief description of the user or company posting.
user_description_full
Full description of the user or company posting.
user_follower_count
Number of followers (may be null).
user_name
Name of the LinkedIn user or company posting.
user_profile_url
URL to the user's or company's profile image.
user_url
URL to the user's or company's LinkedIn profile.
X Post Example
{
"posts": [
{
"account_type": "Individual",
"account_type_reason": "Posting behavior and profile characteristics indicate a personal account.",
"conversation_id_str": "2048837291883345521",
"country": "Canada",
"country_code": "ca",
"country_reason": "Profile location references Toronto and multiple Canada-related hashtags.",
"created_at": "2025-06-22 09:14:03",
"emotion": "angry",
"favourites_count": 1284,
"followers_count": 45329,
"friends_count": 512,
"location": "Toronto, ON",
"media_count": 799,
"media_url": "https://pbs.twimg.com/media/FakeImg_2903.jpg",
"platform": "twitter",
"post_url": "https://twitter.com/fakemagpie/status/2048837291883345521",
"profile_url": "https://pbs.twimg.com/profile_images/88/fake_owl_pic_normal.jpg",
"sentiment": "negative",
"sentiment_reason": "Post expresses strong dissatisfaction regarding new immigration policies.",
"sentiment_target": "CanadaImmigration",
"statistics": {
"like_count": 529,
"quote_count": 14,
"reply_count": 83,
"retweet_count": 192,
"view_count": "32190"
},
"statuses_count": 21492,
"text": "New immigration updates dropped today and none of them make sense. How is anyone supposed to plan their life like this? Madness.",
"total_interactions_count": 818,
"user_created_at": "Thu Jan 14 18:22:10 +0000 2010",
"user_description": "Tech. Coffee. Complaining about things on the internet.",
"user_id": "102938475",
"username": "FakeMagpie"
},
...
]
}
Reddit Post Example
{
"posts": [
{
"created_at": "2025-06-16 04:12:31",
"emotion": "happiness",
"media_url": "https://preview.redd.it/fakepostimg_55123.jpg?width=140&height=140&auto=webp",
"platform": "reddit",
"post_url": "https://www.reddit.com/r/worldevents/comments/1m45k8p/australia_announces_major_immigration_reform/",
"profile_url": "https://styles.redditmedia.com/t5_fake_user/profileImage.png",
"sentiment": "positive",
"sentiment_reason": "The post highlights a major reform in a positive light, indicating approval of the changes.",
"sentiment_target": "AustraliaImmigration",
"statistics": {
"comment_count": 454,
"like_count": 10221,
"num_users": 3072211
},
"text": "Australia announces a major reform to its immigration qualification process.",
"total_interactions_count": 10675,
"username": "policygecko92"
},
...
]
}
Bluesky Post Example
{
"posts": [
{
"created_at": "2025-06-19 08:47:12",
"emotion": "neutral",
"media_url": "",
"platform": "bluesky",
"post_url": "https://bsky.app/profile/microbyte.bsky.social/post/3lzzp41yz92yq",
"profile_url": "https://cdn.bsky.app/img/avatar/plain/did:plc:fake33ffbs8/bafkreiavatarimg",
"sentiment": "neutral",
"sentiment_reason": "The post provides information without expressing a clear positive or negative opinion.",
"sentiment_target": "VisaProcessingTimelines",
"statistics": {
"likeCount": 12,
"quoteCount": 0,
"replyCount": 3,
"repostCount": 1
},
"text": "In case anyone missed it: new visa processing timelines were released today. Big changes for students.",
"total_interactions_count": 16,
"username": "microbyte"
},
...
]
}
YouTube Post Example
{
"posts": [
{
"created_at": "2025-06-17 18:21:10",
"emotion": "neutral",
"media_url": "https://i.ytimg.com/vi/fk3920XYZ12/default.jpg",
"platform": "youtube",
"post_url": "https://www.youtube.com/watch?v=fk3920XYZ12",
"sentiment": "neutral",
"sentiment_reason": "The video provides a report on visa updates without expressing a clear positive or negative opinion.",
"sentiment_target": "RegionalVisaPathways",
"statistics": {
"comment_count": 12,
"like_count": "158",
"view_count": "8420"
},
"text": "Report: Major updates to regional visa pathways expected next month. Here’s what experts say.",
"total_interactions_count": 8420,
"username": "GlobalPolicyTV"
},
...
]
}
Instagram Post Example
{
"posts": [
{
"comment_count": 1542,
"created_at": "2026-01-15 06:15:00",
"emotion": "irrelevant",
"like_count": 15,
"media_url": "https://scontent-ord5-1.fakeurl.com/v/t51.82787-15/615278826_18546539785014771_3096714153280561828_n.jpg",
"platform": "instagram",
"post_url": "https://www.instagram.com/p/fakeUrl-",
"profile_url": "https://scontent-ord5-3.fakeurl.com/v/t51.2885-19/305332350_3387024941620485_1420341293202608667_n.jpg",
"sentiment": "irrelevant",
"sentiment_reason": "No mention or implication of ICE detention facilities. The post discusses an Instagram algorithm feature and user engagement, unrelated to immigration or detention topics.",
"sentiment_target": "ICE detention facilities",
"text": "The latest “Your Algorithm” trend taking over Instagram Stories was first tested in October 2025 and is now rolling out globally to English-language users.\n\nBeyond offering a snapshot of your recent content preferences, the feature also lets you take control of your feed by adding or removing topics of interest, shaping the kind of Reels that appear on your Instagram.\n\nGet ahead of the curve by generating your “Your Algorithm” and tell us in the comments what you discovered.\n\n#Prestige #PrestigeMY",
"total_interactions_count": 15,
"username": "prestigemadia"
},
...
]
}
Facebook Post Example
{
"posts": [
{
"comment_count": 67,
"created_at": "2025-06-19 14:05:22",
"emotion": "happiness",
"media_url": "https://fbcdn.fake/images/post_image_1234.jpg",
"platform": "facebook",
"post_url": "https://facebook.com/story.php?story_fbid=102033221188&id=2001122334",
"profile_url": "https://fbcdn.fake/images/profile_pic_9921.jpg",
"reaction_count": 984,
"reactions_detail": [
{ "name": "like", "count": 710 },
{ "name": "love", "count": 182 },
{ "name": "wow", "count": 42 },
{ "name": "angry", "count": 50 }
],
"sentiment": "positive",
"sentiment_reason": "The post celebrates a successful community event and expresses gratitude, indicating a positive sentiment.",
"sentiment_target": "Community Events",
"share_count": 121,
"text": "Community cleanup day a huge success! 🌿💪 Thank you to everyone who joined!",
"total_interactions_count": 1172,
"user_id": "2001122334",
"username": "Green Valley Community Center"
},
...
]
}
Weibo Post Example
{
"posts": [
{
"created_at": "2025-12-20 13:55",
"emotion": "happiness",
"error": "no",
"item_number": null,
"media_url": "https://wx4.sinaimg.cn/large/fakeimg1.jpg",
"page_number": null,
"platform": "weibo",
"post_url": "https://weibo.com/9876543210/FakePost123",
"profile_url": "https://tvax4.sinaimg.cn/crop.0.0.1080.1080.180/fakeprofile.jpg",
"sentiment": "positive",
"sentiment_reason": "The post promotes a sustainability campaign and encourages community involvement, reflecting a positive sentiment towards environmental initiatives.",
"sentiment_target": "Sustainability Campaign",
"statistics": {
"comment_count": 105,
"id": 5246048685789308,
"image_url": "https://wx4.sinaimg.cn/large/fakeimg1.jpg",
"like_count": 403,
"posting_tool": "Official Weibo",
"repost_count": 129,
"retweet_id": null,
"retweet_url": "",
"user_authentication": "红V",
"video_url": null
},
"text": "Excited to announce our new sustainability campaign! Join us in making a positive impact on our communities. #GreenFuture #Sustainability",
"total_interactions_count": 637,
"user_description": "Environmental advocate and community leader",
"username": "GreenVoice_China"
},
...
]
}
LinkedIn Post Example
{
"posts": [
{
"date_published": "2025-03-27T16:49:44.000+00:00",
"image_url": "https://media.licdn.com/dms/image/v2/FakeImageID/article-cover-image/0/fakeimage123",
"platform": "linkedin",
"shared_content_text": null,
"shared_content_url": null,
"text": "A behind-the-scenes look at how we combine AI and human expertise for effective content moderation. Discover the power of collaborative intelligence.",
"type": "Article",
"url": "https://www.linkedin.com/pulse/keeping-humans-loop-how-ai-helps-content-moderation-fakeurl",
"user_description": "Innovative platform for AI-driven content analysis",
"user_description_full": "Innovative platform for AI-driven content analysis and moderation solutions",
"user_follower_count": 6423,
"user_name": "TechCorp",
"user_profile_url": "https://media.licdn.com/dms/image/v2/FakeCompanyLogo/company-logo_100_100/0/fakecompanylogo",
"user_url": "https://www.linkedin.com/company/techcorp"
},
...
]
}