{"id":4792,"date":"2019-05-22T21:15:23","date_gmt":"2019-05-22T12:15:23","guid":{"rendered":"https:\/\/transynk.co.jp\/?post_type=blog&#038;p=4792"},"modified":"2024-06-03T23:07:01","modified_gmt":"2024-06-03T14:07:01","slug":"12-best-cryptocurrency-datasets-for-machine-learning","status":"publish","type":"blog","link":"https:\/\/transynk.co.jp\/en\/blog\/12-best-cryptocurrency-datasets-for-machine-learning\/","title":{"rendered":"\u301012\u500b\u63b2\u8f09\u3011\u6a5f\u68b0\u5b66\u7fd2\u306b\u4f7f\u3048\u308b\u4eee\u60f3\u901a\u8ca8\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u307e\u3068\u3081"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1372.8px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u4eee\u60f3\u901a\u8ca8\u3068\u306f\uff1f<\/h3><\/div><div class=\"fusion-text fusion-text-1 fusion-text-no-margin\" style=\"--awb-margin-bottom:40px;\"><p>\u4eee\u60f3\u901a\u8ca8\uff08\u30d3\u30c3\u30c8\u30b3\u30a4\u30f3\u3068\u30a4\u30fc\u30b5\u30ea\u30a2\u30e0\uff09\u3068\u306f\u3001\u30c7\u30b8\u30bf\u30eb\u30c7\u30fc\u30bf\u3068\u3057\u3066\u3060\u3051\u5b58\u5728\u3059\u308b\u300c\u304a\u91d1\u300d\u3067\u3059\u3002\u5927\u304d\u306a\u7279\u5fb4\u306f\u3001\u30b3\u30a4\u30f3\u3084\u304a\u672d\u306e\u3088\u3046\u306a\u5f62\u306e\u3042\u308b\u5b9f\u614b\u3092\u6301\u3063\u3066\u3044\u306a\u3044\u3053\u3068\u3068\u3001\u7279\u5b9a\u306e\u56fd\u5bb6\u304c\u767a\u884c\u3057\u3066\u3044\u308b\u3082\u306e\u3067\u306f\u306a\u3044\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u4eee\u60f3\u901a\u8ca8\u306e\u4fa1\u683c\u4e88\u6e2c<\/h3><\/div><div class=\"fusion-text fusion-text-2\" style=\"--awb-margin-top:20px;\"><p>\u6a5f\u68b0\u5b66\u7fd2\u3092\u5229\u7528\u3057\u3066\u3001\u30d3\u30c3\u30c8\u30b3\u30a4\u30f3\u306a\u3069\u306e\u4eee\u60f3\u901a\u904e\u306e\u4fa1\u683c\u4e88\u6e2c\u3092\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304b\u3089\u4e88\u6e2c\u3092\u3059\u308b\u6a5f\u68b0\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u6311\u6226\u3059\u308b\u306e\u306f\u3001\u3088\u3044\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-3 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u4eee\u60f3\u901a\u8ca8\u306e\u904e\u53bb\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/h3><\/div><div class=\"fusion-text fusion-text-3\" style=\"--awb-margin-top:20px;\"><p>\u4eee\u60f3\u901a\u8ca8\u306e\u904e\u53bb\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u309212\u4ef6\u7d39\u4ecb\u3057\u307e\u3059\u3002\u4e2d\u306b\u306f\u3001\u30d3\u30c3\u30c8\u30b3\u30a4\u30f3\u306e\u904e\u53bb\u30c7\u30fc\u30bf\u304cCSV\u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u3082\u306e\u304c\u591a\u304f\u3042\u308a\u307e\u3059\u3002<\/p>\n<ol>\n<li><a href=\"https:\/\/www.kaggle.com\/kingburrito666\/ethereum-historical-data\" target=\"_blank\" rel=\"noopener noreferrer\">\u30a4\u30fc\u30b5\u30ea\u30a2\u30e0\u904e\u53bb\u30c7\u30fc\u30bf<\/a>: \u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3001\u30d1\u30d6\u30ea\u30c3\u30af\u3001\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u30d9\u30fc\u30b9\u306e\u5206\u6563\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308b\u30a4\u30fc\u30b5\u30ea\u30a2\u30e0\u306e\u30c7\u30fc\u30bf\u3002\u30ed\u30fc\u30f3\u30c1\uff082015\u5e747\u6708\uff09\u304b\u30892018\u5e743\u6708\u307e\u3067\u306e\u30c7\u30fc\u30bf\u3092\u542b\u3080\u3002<\/li>\n<li><a href=\"https:\/\/www.kaggle.com\/mczielinski\/bitcoin-historical-data\" target=\"_blank\" rel=\"noopener noreferrer\">\u30d3\u30c3\u30c8\u30b3\u30a4\u30f3\u904e\u53bb\u30c7\u30fc\u30bf<\/a>: 2012\u5e741\u6708\u304b\u30892018\u5e747\u6708\u307e\u3067\u306e\u30d3\u30c3\u30c8\u30b3\u30a4\u30f3\u53d6\u5f15\u6240\u306e\u30c7\u30fc\u30bf\u3092CSV\u30d5\u30a1\u30a4\u30eb\u3067\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3067\u304d\u308b\u3002OHLC (\u59cb\u5024\u3001\u9ad8\u5024\u3001\u5b89\u5024\u3001\u7d42\u5024) \u3001\u30d3\u30c3\u30c8\u30b3\u30a4\u30f3\u51fa\u6765\u9ad8\u3001\u901a\u8ca8\u5225\u51fa\u6765\u9ad8\u3001\u51fa\u6765\u9ad8\u52a0\u91cd\u5e73\u5747\u4fa1\u683c\u304c1\u5206\u3054\u3068\u306b\u66f4\u65b0\u3055\u308c\u308b\u3002<\/li>\n<li><a href=\"https:\/\/www.cryptocompare.com\/coins\/list\/USD\/1\" target=\"_blank\" rel=\"noopener noreferrer\">\u30af\u30ea\u30d7\u30c8\u30b3\u30f3\u30da\u30a2\u30fb\u30b3\u30a4\u30f3\u76f8\u5834<\/a>: \u4e16\u754c\u30c8\u30c3\u30d7\u306e\u4eee\u60f3\u901a\u8ca8\u53d6\u5f15\u624065\u7b87\u6240\u304b\u3089\u53ce\u96c6\u3057\u305f\u4fa1\u683c\u3001\u30c1\u30e3\u30fc\u30c8\u3001\u5e02\u5834\u5206\u6790\u3002\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u305f\u3081\u306eAPI\u3082\u63d0\u4f9b\u3057\u3066\u3044\u308b\u3002<\/li>\n<li><a href=\"https:\/\/www.kaggle.com\/natehenderson\/top-100-cryptocurrency-historical-data\" target=\"_blank\" rel=\"noopener noreferrer\">\u4eee\u60f3\u901a\u8ca8\u6642\u4fa1\u7dcf\u984d\u4e0a\u4f4d100<\/a>: 2017\u5e749\u670822\u65e5\u6642\u70b9\u306e\u6642\u4fa1\u7dcf\u984d\u30c8\u30c3\u30d7100\u306e\u4eee\u60f3\u901a\u8ca8\u306b\u3064\u3044\u3066\u3001\u73fe\u5728\u307e\u3067\u306e\u4fa1\u683c\u30c7\u30fc\u30bf\u3092\u904e\u53bb\u306b\u3055\u304b\u306e\u307c\u3063\u3066\u00a0<a href=\"https:\/\/coinmarketcap.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u30b3\u30a4\u30f3\u30de\u30fc\u30b1\u30c3\u30c8\u30ad\u30e3\u30c3\u30d7<\/a>\u304c\u8ffd\u8de1\u3057\u305f\u3082\u306e\u3002<\/li>\n<li><a href=\"https:\/\/spreadstreet.io\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8<\/a>: \u6570\u767e\u306e\u30bd\u30fc\u30b9\u304b\u3089\u53ce\u96c6\u3057\u305f\u5e02\u5834\u3001\u30de\u30a4\u30cb\u30f3\u30b0\u3001\u4ee3\u66ff\u901a\u8ca8\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u3092\u63d0\u4f9b\u3002<\/li>\n<li><a href=\"https:\/\/www.cryptodatasets.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Cryptodatasets<\/a>: \u540d\u524d\u304c\u793a\u3059\u901a\u308a\u3001\u69d8\u3005\u306a\u53d6\u5f15\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u4eee\u60f3\u901a\u8ca8\u306e\u904e\u53bb\u306e\u4fa1\u683c\u3092\u96c6\u3081\u305f\u30aa\u30fc\u30d7\u30f3\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002<\/li>\n<li><a href=\"https:\/\/poloniex.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u30dd\u30ed\u30cb\u30a8\u30c3\u30af\u30b9<\/a>: \u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\u306e\u305f\u3081\u306eAPI\u3082\u63d0\u4f9b\u3059\u308b\u4eee\u60f3\u901a\u8ca8\u53d6\u5f15\u6240\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n<li><a href=\"https:\/\/www.coingecko.com\/en\" target=\"_blank\" rel=\"noopener noreferrer\">\u30b3\u30a4\u30f3\u30b2\u30c3\u30b3\u30fc<\/a>: \u4e16\u754c\u4e2d\u306e\u7d042,500\u7a2e\u985e\u306e\u4eee\u60f3\u901a\u8ca8\u306e\u4fa1\u683c\u30c7\u30fc\u30bf\u3002<\/li>\n<li><a href=\"https:\/\/github.com\/cryptocopycats\/kitties\" target=\"_blank\" rel=\"noopener noreferrer\">\u30ad\u30c6\u30a3\u30fc\u30ba\u30fb\u30aa\u30f3\u30fb\u30b6\u30fb\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3<\/a>: \u30af\u30ea\u30d7\u30c8\u30ad\u30c6\u30a3\u30fc\u30ba\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30921,000\u30ad\u30c6\u30a3\u30fc\u30ba\u3054\u3068\u306e\u30d6\u30ed\u30c3\u30af\u306b\u5206\u3051\u3001CSV\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3067\u63d0\u4f9b\u3002<\/li>\n<li><a href=\"https:\/\/bravenewcoin.com\/api\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u30d6\u30ec\u30a4\u30d6\u30fb\u30cb\u30e5\u30fc\u30fb\u30b3\u30a4\u30f3<\/a>: \u30d3\u30c3\u30c8\u30b3\u30a4\u30f3\u53d6\u5f15\u306e\u6bce\u65e5\u306e\u7d42\u5024\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002200\u7b87\u6240\u4ee5\u4e0a\u306e\u53d6\u5f15\u6240\u304b\u3089\u96c6\u3081\u305f\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3068\u904e\u53bb\u306e\u4eee\u60f3\u901a\u8ca8\u30c7\u30fc\u30bf\u3092API\u306b\u3088\u3063\u3066\u63d0\u4f9b\u3002<\/li>\n<li><a href=\"https:\/\/www.cryptodatadownload.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Cryptodatadownload<\/a>: \u4e16\u754c\u4e2d\u306e\u69d8\u3005\u306a\u4eee\u60f3\u901a\u8ca8\u53d6\u5f15\u6240\u304b\u3089\u96c6\u3081\u305f\u30c7\u30fc\u30bf\u3092\u63d0\u4f9b\u3002CSV\u30d5\u30a1\u30a4\u30eb\u306f\u307b\u307c\u6bce\u65e5\u3001\u7d2f\u7a4d\u7684\u306b\u66f4\u65b0\u3055\u308c\u308b\u3002<\/li>\n<li><a href=\"https:\/\/www.coinigy.com\/bitcoin-data\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u30b3\u30a4\u30cb\u30b8\u30fc\u30fb\u30d3\u30c3\u30c8\u30b3\u30a4\u30f3\u30fb\u30c7\u30fc\u30bf<\/a>: \u6708\u5358\u4f4d\u306e\u4fa1\u683c\u8a2d\u5b9a\u3067\u9ad8\u54c1\u8cea\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u63d0\u4f9b\u3002\u6b69\u307f\u5024 (\u5168\u3066\u306e\u53d6\u5f15) \u3068OHLCV (\u59cb\u5024\u3001\u9ad8\u5024\u3001\u5b89\u5024\u3001\u7d42\u5024\u3001\u51fa\u6765\u9ad8) \u306e\u4e21\u65b9\u304c\u5229\u7528\u53ef\u80fd\u3002\u30bf\u30d6\u533a\u5207\u308a\u306eCSV\u30d5\u30a1\u30a4\u30eb\u3067\u63d0\u4f9b\u3002<\/li>\n<\/ol>\n<\/div><div class=\"fusion-title title fusion-title-4 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u4eee\u60f3\u901a\u8ca8\u306e\u30c7\u30fc\u30bf\u3092\u304a\u63a2\u3057\u3067\u3059\u304b\uff1f<\/h3><\/div><div class=\"fusion-text fusion-text-4\" style=\"--awb-margin-top:20px;\"><p>\u304a\u63a2\u3057\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u5834\u5408\u306f\u3001\u5f53\u793e\u304c\u3054\u6e96\u5099\u3044\u305f\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u53ce\u96c6\u3084\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u306e\u30b5\u30fc\u30d3\u30b9\u3082\u63d0\u4f9b\u3057\u3066\u304a\u308a\u307e\u3059\u3002\u5f53\u793e\u304c\u304a\u624b\u4f1d\u3044\u3067\u304d\u308b\u3053\u3068\u306b\u3064\u3044\u3066\u3001\u305d\u3057\u3066\u8cb4\u793e\u306eAI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u6700\u9069\u306a\u30ab\u30b9\u30bf\u30e0\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5165\u624b\u306b\u3064\u3044\u3066\u306f\u3054\u9060\u616e\u306a\u304f\u3001\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044\u3002<\/p>\n<\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:40px;margin-bottom:40px;width:100%;\"><div class=\"fusion-separator-border sep-single sep-dotted\" style=\"--awb-height:20px;--awb-amount:20px;--awb-sep-color:var(--awb-color4);border-color:var(--awb-color4);border-top-width:1px;\"><\/div><\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u4eee\u60f3\u901a\u8ca8\u306e\u904e\u53bb\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u309212\u4ef6\u7d39\u4ecb\u3057\u307e\u3059\u3002\u4e2d\u306b\u306f\u3001\u30d3\u30c3\u30c8\u30b3\u30a4\u30f3\u306e\u904e\u53bb\u30c7\u30fc\u30bf\u304cCSV\u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u3082\u306e\u304c\u591a\u304f\u3042\u308a\u307e\u3059\u3002<\/p>\n","protected":false},"featured_media":4793,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","categories":[35],"tags":[],"class_list":["post-4792","blog","type-blog","status-publish","has-post-thumbnail","hentry","category-datasets"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin 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