Kalshi Profile Scraper

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📊 Kalshi Profile Scraper

Extraction tool designed to unlock the social and financial layers of the Kalshi prediction market.

By targeting individual trader profiles, this scraper provides a deep look into the "social betting" ecosystem, allowing you to track the exact movements, sentiments, and track records of the exchange's most successful participants.

✨ Features

Financial Deep-Dive: Capture a user's total volume, pnl (Profit and Loss), open_interest, and the total num_markets_traded.

Social Activity Tracking: Extract full histories of trader Posts, Comments, and Likes to understand the "why" behind their positions.

Portfolio Analysis: Scrape both open_positions (current bets) and closed_positions (historical results) including ticker-level detail.

Performance Badges: Identify elite status with badge data, including specific rankings like Top 50 Predictions or #6 in Financials.

Category Affinity: Pull the top_categories data to see if a trader specializes in Sports, Crypto, Economics, or Science and Technology.

Trade-Level Resolution: Access individual trades data, revealing the specific price, side (Yes/No), and timestamp of execution.

🚀 Use Cases

Leaderboard Forensics: Go beyond simple ranks to analyze the specific trade patterns of top-tier performers identified by the Kalshi Leaderboard Scraper.

Sentiment & Signal Correlation: Match trader commentary and "Ideas" (posts) with their actual financial positions to separate noise from high-conviction signals.

Whale Watching: Monitor users with high open_interest to see where institutional-grade capital is moving in real-time.

Educational Benchmarking: Study the historical closed_positions of successful traders to learn optimal entry and exit strategies for binary options.

Risk Management: Analyze the diversification of elite traders across top_categories to understand how they hedge across different market sectors.

INPUT

Feature Select:

profile, open_positions, closed_positions, trades, top_categories, posts, comments, likes

OUTPUT

Profile

{
"social_id":"6d479151-102d-4b4b-b881-f86c7c2fc94c",
"nickname":"weatherman.allday",
"follower_count":125,
"following_count":0,
"posts_count":1,
"profile_image_path":"weatherman.allday-2026-01-17 20:45:23",
"description":"",
"pending_profile_image_path":"",
"blocked":false,
"joined_at":"2026-01-06",
"profile_view_count":231568,
"top_categories":[
"Sports",
"Crypto"
],
"inner_circle":{
"enabled":true,
"viewer_status":"none"
},
"open_interest":49770,
"open_interest_fp":"49770.00",
"volume":3086866,
"volume_fp":"3086866.00",
"pnl":181431186,
"num_markets_traded":111275,
"badges":[
{
"badge_id":"rank_top_0050__metric_num_markets_traded__category_all__period_all_time",
"badge_type":"RANK",
"threshold":50,
"metric_name":"num_markets_traded",
"category":"all",
"time_period":"all_time",
"user_rank":26,
"percentile":0,
"display_name":"#26 Predictions",
"description":"Ranked 26th on the Predictions leaderboard for All",
"badge_path":"https://kalshi-social-public.s3.amazonaws.com/badges/compact/rank_top_0050__num_markets_traded__all__all_time.webp",
"badge_expanded_path":"https://kalshi-social-public.s3.amazonaws.com/badges/expanded/rank_top_0050__num_markets_traded__all__all_time.webp",
"color_hex":"#1E3A8A"
},
{
"badge_id":"rank_0006__metric_num_markets_traded__category_financials__period_all_time",
"badge_type":"RANK",
"threshold":6,
"metric_name":"num_markets_traded",
"category":"financials",
"time_period":"all_time",
"user_rank":6,
"percentile":0,
"display_name":"#6 Predictions",
"description":"Ranked 6th on the Predictions leaderboard for Financials",
"badge_path":"https://kalshi-social-public.s3.amazonaws.com/badges/compact/rank_0006__num_markets_traded__financials__all_time.webp",
"badge_expanded_path":"https://kalshi-social-public.s3.amazonaws.com/badges/expanded/rank_0006__num_markets_traded__financials__all_time.webp",
"color_hex":"#5B21B6"
},
{
"badge_id":"rank_top_0025__metric_num_markets_traded__category_science_and_technology__period_all_time",
"badge_type":"RANK",
"threshold":25,
"metric_name":"num_markets_traded",
"category":"science and technology",
"time_period":"all_time",
"user_rank":23,
"percentile":0,
"display_name":"#23 Predictions",
"description":"Ranked 23rd on the Predictions leaderboard for Science And Technology",
"badge_path":"https://kalshi-social-public.s3.amazonaws.com/badges/compact/rank_top_0025__num_markets_traded__science_and_technology__all_time.webp",
"badge_expanded_path":"https://kalshi-social-public.s3.amazonaws.com/badges/expanded/rank_top_0025__num_markets_traded__science_and_technology__all_time.webp",
"color_hex":"#0F4C5C"
},
{
"badge_id":"rank_top_0050__metric_num_markets_traded__category_sports__period_all_time",
"badge_type":"RANK",
"threshold":50,
"metric_name":"num_markets_traded",
"category":"sports",
"time_period":"all_time",
"user_rank":31,
"percentile":0,
"display_name":"#31 Predictions",
"description":"Ranked 31st on the Predictions leaderboard for Sports",
"badge_path":"https://kalshi-social-public.s3.amazonaws.com/badges/compact/rank_top_0050__num_markets_traded__sports__all_time.webp",
"badge_expanded_path":"https://kalshi-social-public.s3.amazonaws.com/badges/expanded/rank_top_0050__num_markets_traded__sports__all_time.webp",
"color_hex":"#1E3A8A"
},
{
"badge_id":"rank_top_0050__metric_num_markets_traded__category_economics__period_all_time",
"badge_type":"RANK",
"threshold":50,
"metric_name":"num_markets_traded",
"category":"economics",
"time_period":"all_time",
"user_rank":32,
"percentile":0,
"display_name":"#32 Predictions",
"description":"Ranked 32nd on the Predictions leaderboard for Economics",
"badge_path":"https://kalshi-social-public.s3.amazonaws.com/badges/compact/rank_top_0050__num_markets_traded__economics__all_time.webp",
"badge_expanded_path":"https://kalshi-social-public.s3.amazonaws.com/badges/expanded/rank_top_0050__num_markets_traded__economics__all_time.webp",
"color_hex":"#1E3A8A"
},
{
"badge_id":"rank_top_0050__metric_num_markets_traded__category_climate_and_weather__period_all_time",
"badge_type":"RANK",
"threshold":50,
"metric_name":"num_markets_traded",
"category":"climate and weather",
"time_period":"all_time",
"user_rank":43,
"percentile":0,
"display_name":"#43 Predictions",
"description":"Ranked 43rd on the Predictions leaderboard for Climate And Weather",
"badge_path":"https://kalshi-social-public.s3.amazonaws.com/badges/compact/rank_top_0050__num_markets_traded__climate_and_weather__all_time.webp",
"badge_expanded_path":"https://kalshi-social-public.s3.amazonaws.com/badges/expanded/rank_top_0050__num_markets_traded__climate_and_weather__all_time.webp",
"color_hex":"#1E3A8A"
}
]
}

Open Position

{
"market_id":"7b4d371f-b76c-4013-9260-9950eb1e0f3e",
"market_ticker":"KXEPLTOP6-26-MUN",
"name":"weatherman.allday",
"open_position":true,
"pnl":40.0,
"contracts":500
}

Closed Position

{
"market_id":"fda825f3-4425-4fba-892d-f0986f24337c",
"market_ticker":"KXNCAAMBGAME-26FEB19IUINWRST-WRST",
"name":"weatherman.allday",
"open_position":false,
"pnl":-20.88,
"contracts":2000
}

Trades

{
"trade_id":"9fa464e9-a736-6b3c-9cf4-13398e30814f",
"market_id":"e39ac7c1-b3ce-4b34-9738-ecce7d041121",
"ticker":"KXTEMPNYCH-26MAY0403-T51.99",
"price":99,
"price_dollars":"0.9900",
"count":1,
"count_fp":"1.00",
"taker_side":"yes",
"maker_action":"buy",
"taker_action":"buy",
"maker_nickname":"weatherman.allday",
"taker_nickname":"",
"maker_social_id":"6d479151-102d-4b4b-b881-f86c7c2fc94c",
"taker_social_id":"",
"create_date":"2026-05-04T06:53:13.80876Z",
"name":"weatherman.allday"
}

Top Categories

{
"value":11538.776,
"tag":"Sports",
"category":"Sports",
"social_id":"",
"name":"weatherman.allday"
}

Post

{
"id":"7320b3a1-965e-48c0-a141-83fdae911829",
"social_id":"9198dc7d-fb91-49c4-942e-4f6e5594e0a9",
"market_title":"yes OG Anunoby: 2+,yes Shai Gilgeous-Alexander: 1+,yes Dylan Harper: 10+,yes Stephon Castle: 15+,yes Victor Wembanyama: 25+,yes Jalen Brunson: 25+,yes Karl-Anthony Towns: 15+,yes OG Anunoby: 15+,yes Paul George: 10+,yes Tyrese Maxey: 20+,yes VJ Edgecombe: 10+,yes LeBron James: 15+,yes Chet Holmgren: 10+,yes Shai Gilgeous-Alexander: 25+,yes Jaden McDaniels: 2+,yes Rudy Gobert: 10+,yes OG Anunoby: 4+,yes Kelly Oubre Jr.: 2+,yes Deandre Ayton: 8+,yes San Antonio wins by over 6.5 points,yes Oklahoma City wins by over 7.5 points",
"event_title":"MVE",
"event_long_title":"Philadelphia at New York",
"series_title":"MVE Cross Category",
"market_ticker":"KXMVECROSSCATEGORY-S2026BF6B0BFD21E-39C1E0D1080",
"event_ticker":"KXMVECROSSCATEGORY-S2026BF6B0BFD21E",
"series_tickers":[
"KXMVECROSSCATEGORY"
],
"nickname":"galamex1",
"post_type":"idea",
"content":"let’s go for tomorrow",
"image_paths":null,
"media":null,
"dollar_roi":22.272,
"percentage_roi":0.4864,
"side":"yes",
"cost_cents":4578,
"payout_if_win_cents":2268700,
"paid_out_cents":null,
"value_cents":6806,
"num_positions_on_event":1,
"has_ever_sold":false,
"likes_count":13,
"comments_count":14,
"bookmarks_count":4,
"liked":false,
"bookmarked":false,
"created_ts":1777862457267517,
"weight":0,
"recent_comment_content":"this one’s a lock",
"recent_comment_nickname":"kalebwittaplay",
"recent_comment_social_id":"862b0d41-1b30-4958-be34-f0558d3ac869",
"profile_image_path":"galamex1-2026-04-20 01:11:16",
"market_status":"",
"market_close":0,
"settlement_source":"",
"suggested_market_title":"",
"product_metadata":{},
"post_subtype":"",
"position_odds":0,
"name":"galamex1",
"created":"2026-05-04T04:40:57.267517"
}

Comment

{
"id":"b9f7ae96-4e7a-4bad-8436-aa56f5eb0dd4",
"post_id":"2938ce60-0855-4dd2-9431-f15cc819bafd",
"social_id":"9198dc7d-fb91-49c4-942e-4f6e5594e0a9",
"nickname":"galamex1",
"content":"no one is buying that shit",
"image_path":"",
"profile_image_path":"galamex1-2026-04-20 01:11:16",
"created_ts":1777683411512761,
"depth":0,
"likes_count":2,
"liked":false,
"is_deleted":false,
"media":null,
"name":"galamex1",
"created":"2026-05-02T02:56:51.512761",
"post":{
"id":"2938ce60-0855-4dd2-9431-f15cc819bafd",
"social_id":"5b1cf5f4-6914-4a91-978f-9b1100b35141",
"market_title":"yes Donovan Mitchell: 25+,yes Evan Mobley: 10+,yes Jarrett Allen: 10+,yes James Harden: 15+,yes Jakob Poeltl: 10+,yes RJ Barrett: 20+,yes Scottie Barnes: 15+,yes Ausar Thompson: 10+,yes Cade Cunningham: 25+,yes Duncan Robinson: 10+,yes Jalen Duren: 10+,yes Tobias Harris: 15+,yes Anthony Black: 10+,yes Desmond Bane: 10+,yes Jalen Suggs: 10+,yes Paolo Banchero: 20+,yes Wendell Carter Jr.: 10+,yes Alperen Sengun: 15+,yes Amen Thompson: 15+,yes Jabari Smith Jr.: 15+,yes Reed Sheppard: 10+,yes Tari Eason: 10+,yes Austin Reaves: 20+,yes Deandre Ayton: 10+,yes LeBron James: 20+,yes Marcus Smart: 10+,yes Over 202.5 points scored,yes Over 200.5 points scored",
"event_title":"MVE",
"event_long_title":"Combo",
"series_title":"MVE Sport Mutli Game",
"market_ticker":"KXMVESPORTSMULTIGAMEEXTENDED-S20268B7DBDFCB56-B1CF5859BC5",
"event_ticker":"KXMVESPORTSMULTIGAMEEXTENDED-S20268B7DBDFCB56",
"series_tickers":[
"KXMVESPORTSMULTIGAMEEXTENDED"
],
"nickname":"Yoboykail",
"post_type":"idea",
"content":"trust and buy!",
"image_paths":null,
"media":null,
"dollar_roi":9.545,
"percentage_roi":0.3042,
"side":"yes",
"cost_cents":3137,
"payout_if_win_cents":1364100,
"paid_out_cents":0,
"value_cents":4092,
"num_positions_on_event":1,
"has_ever_sold":false,
"likes_count":0,
"comments_count":2,
"bookmarks_count":0,
"liked":false,
"bookmarked":false,
"created_ts":1777683374624911,
"weight":0,
"recent_comment_content":"",
"recent_comment_nickname":"",
"recent_comment_social_id":"",
"profile_image_path":"Yoboykail-2026-04-18 17:00:21",
"market_status":"",
"market_close":0,
"settlement_source":"",
"suggested_market_title":"",
"product_metadata":null,
"post_subtype":"",
"position_odds":0
}
}

Likes

{
"id":"d861e528-76f6-4ff3-a162-b444ae738264",
"social_id":"b13c3389-6417-8bca-89cf-a619648ff986",
"market_title":"Liverpool",
"event_title":"WOL vs LFC (Mar 3)",
"event_long_title":"Wolverhampton vs Liverpool",
"series_title":"English Premier League Game",
"market_ticker":"KXEPLGAME-26MAR03WOLLFC-LFC",
"event_ticker":"KXEPLGAME-26MAR03WOLLFC",
"series_tickers":[
"KXEPLGAME"
],
"nickname":"snipe9",
"post_type":"roi",
"content":"",
"image_paths":null,
"media":[
{
"provider":"giphy",
"provider_id":"ujTVMASREzuRbH6zy5",
"url":"https://media.giphy.com/media/ujTVMASREzuRbH6zy5/200h.webp",
"content_type":"image/webp"
}
],
"dollar_roi":0,
"percentage_roi":0,
"side":"no",
"cost_cents":68000,
"payout_if_win_cents":200000,
"paid_out_cents":0,
"value_cents":198000,
"num_positions_on_event":0,
"has_ever_sold":false,
"likes_count":3,
"comments_count":5,
"bookmarks_count":0,
"liked":true,
"bookmarked":false,
"created_ts":1772575657137029,
"weight":0,
"recent_comment_content":"how are u so good at this",
"recent_comment_nickname":"rich.mindet",
"recent_comment_social_id":"4e61739e-0b50-4d5b-9b86-36e8ce4d6cc0",
"profile_image_path":"hacker",
"market_status":"",
"market_close":0,
"settlement_source":"",
"suggested_market_title":"",
"product_metadata":{},
"post_subtype":"",
"position_odds":34,
"name":"galamex1",
"created":"2026-03-03T23:07:37.137029"
}

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