{"id":41060,"date":"2026-05-19T21:27:12","date_gmt":"2026-05-19T19:27:12","guid":{"rendered":"https:\/\/www.graviton.at\/letterswaplibrary\/self-promotion-mapped-6-months-of-crypto-news-to-1m-binance-price-action-strict-utc-t0-t5m-t15m-just-hit-kaggle-bronze\/"},"modified":"2026-05-19T21:27:12","modified_gmt":"2026-05-19T19:27:12","slug":"self-promotion-mapped-6-months-of-crypto-news-to-1m-binance-price-action-strict-utc-t0-t5m-t15m-just-hit-kaggle-bronze","status":"publish","type":"post","link":"https:\/\/www.graviton.at\/letterswaplibrary\/self-promotion-mapped-6-months-of-crypto-news-to-1m-binance-price-action-strict-utc-t0-t5m-t15m-just-hit-kaggle-bronze\/","title":{"rendered":"[Self-Promotion] Mapped 6 Months Of Crypto News To 1m Binance Price Action (Strict UTC, T0\/T+5m\/T+15m). Just Hit Kaggle Bronze"},"content":{"rendered":"<p><!-- SC_OFF --><\/p>\n<div class=\"md\">\n<p>Hey everyone,<\/p>\n<p><em>(Disclosure: I built this dataset and pipeline myself).<\/em><\/p>\n<p>I created a strict Python pipeline to solve the time-drift issue with public financial news APIs. I scraped 400+ high-impact crypto news events (Nov 2025 &#8211; May 2026) and mapped their exact UTC publication timestamps directly to 1-minute Binance BTC\/USDT candles.<\/p>\n<p>The dataset provides clean T0 anchors and forward-mapped price snapshots (T+5m, T+15m) so you can backtest event-driven volatility decay without look-ahead bias.<\/p>\n<p>The open-source sample and the EDA notebook just received a Bronze medal on Kaggle! You can download the free sample, check out the methodology, and see the visual volatility decay analysis here:<\/p>\n<p><a href=\"https:\/\/www.kaggle.com\/datasets\/yevheniipylypchuk\/bitcoin-news-vs-1m-btc-price-action-2025-26\"><strong>https:\/\/www.kaggle.com\/datasets\/yevheniipylypchuk\/bitcoin-news-vs-1m-btc-price-action-2025-26<\/strong><\/a><\/p>\n<p><em>(Note regarding Rule 5: The Kaggle link above provides a free sample for EDA and initial modeling. If you find the methodology sound and need the full unredacted 6-month historical dataset for heavy backtesting, I do sell the complete version on my Gumroad. You can find that link inside the Kaggle notebook).<\/em><\/p>\n<p>Let me know if you have any questions about the timezone synchronization or the scraping logic!<\/p>\n<\/div>\n<p><!-- SC_ON -->   submitted by   <a href=\"https:\/\/www.reddit.com\/user\/talissman_7\"> \/u\/talissman_7 <\/a> <br \/> <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1thwojs\/selfpromotion_mapped_6_months_of_crypto_news_to\/\">[link]<\/a><\/span>   <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1thwojs\/selfpromotion_mapped_6_months_of_crypto_news_to\/\">[comments]<\/a><\/span><\/p><div class='watch-action'><div class='watch-position align-right'><div class='action-like'><a class='lbg-style1 like-41060 jlk' href='javascript:void(0)' data-task='like' data-post_id='41060' data-nonce='a317397131' rel='nofollow'><img class='wti-pixel' src='https:\/\/www.graviton.at\/letterswaplibrary\/wp-content\/plugins\/wti-like-post\/images\/pixel.gif' title='Like' \/><span class='lc-41060 lc'>0<\/span><\/a><\/div><\/div> <div class='status-41060 status align-right'><\/div><\/div><div class='wti-clear'><\/div>","protected":false},"excerpt":{"rendered":"<p>Hey everyone, (Disclosure: I built this dataset and pipeline myself). I created a strict Python pipeline to&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[85],"tags":[],"class_list":["post-41060","post","type-post","status-publish","format-standard","hentry","category-datatards","wpcat-85-id"],"_links":{"self":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/41060","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/comments?post=41060"}],"version-history":[{"count":0,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/41060\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/media?parent=41060"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/categories?post=41060"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/tags?post=41060"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}