{"id":4790,"date":"2020-04-09T21:02:30","date_gmt":"2020-04-09T12:02:30","guid":{"rendered":"https:\/\/transynk.co.jp\/?post_type=blog&#038;p=4790"},"modified":"2024-04-07T21:32:50","modified_gmt":"2024-04-07T12:32:50","slug":"stock-market-prediction-datasets","status":"publish","type":"blog","link":"https:\/\/transynk.co.jp\/en\/blog\/stock-market-prediction-datasets\/","title":{"rendered":"\u301010\u500b\u63b2\u8f09\u3011\u6a5f\u68b0\u5b66\u7fd2\u306b\u3088\u308b\u682a\u4fa1\u4e88\u6e2c\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-text fusion-text-1 fusion-text-no-margin\" style=\"--awb-margin-bottom:40px;\"><p>\u3053\u308c\u307e\u3067\u3082\u3001\u611f\u60c5\u5206\u6790\u3092\u5229\u7528\u3057\u3066\u682a\u5f0f\u5e02\u5834\u306e\u52d5\u5411\u3092\u4e88\u60f3\u3059\u308b\u7814\u7a76\u304c\u884c\u308f\u308c\u3066\u304d\u307e\u3057\u305f\u3002\u9ad8\u7cbe\u5ea6\u306a\u682a\u4fa1\u4e88\u6e2c\u30e2\u30c7\u30eb\u3092\u76ee\u6307\u3057\u3066\u3044\u308b\u65b9\u306e\u305f\u3081\u306b\u3001\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u3067\u682a\u4fa1\u4e88\u6e2c\u3092\u884c\u3046\u305f\u3081\u306b\u4f7f\u3048\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u309210\u500b\u307e\u3068\u3081\u307e\u3057\u305f\u3002<\/p>\n<\/div><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;\">\u6a5f\u68b0\u5b66\u7fd2\u306b\u3088\u308b\u682a\u4fa1\u4e88\u6e2c\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/h3><\/div><div class=\"fusion-text fusion-text-2 fusion-text-no-margin\" style=\"--awb-margin-bottom:40px;\"><ol>\n<li><a href=\"https:\/\/www.kaggle.com\/borismarjanovic\/price-volume-data-for-all-us-stocks-etfs\" target=\"_blank\" rel=\"noopener noreferrer\">\u904e\u53bb\u306e\u682a\u5f0f\u5e02\u5834\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/a>: \u30ca\u30b9\u30c0\u30c3\u30af\u8a3c\u5238\u53d6\u5f15\u6240\uff08NASDAQ\uff09\u3001\u30cb\u30e5\u30fc\u30e8\u30fc\u30af\u8a3c\u5238\u53d6\u5f15\u6240\uff08NYSE\uff09\u3001\u305d\u3057\u3066\u65e7\u30a2\u30e1\u30ea\u30ab\u30f3\u8a3c\u5238\u53d6\u5f15\u6240\uff08NYSE MKT\uff09\u3067\u53d6\u5f15\u3055\u308c\u305f\u7c73\u56fd\u682a\u5f0f\u3068ETF\u306e\u904e\u53bb\u306e\u6bce\u65e5\u306e\u4fa1\u683c\u3068\u51fa\u6765\u9ad8\u306e\u60c5\u5831\u304c\u542b\u307e\u308c\u308b\u3002\u6700\u7d42\u66f4\u65b0\u65e5\u306f2017\u5e7411\u670810\u65e5\u3001\u30d5\u30a1\u30a4\u30eb\u306f\u5168\u3066CSV\u5f62\u5f0f\u3002<\/li>\n<li><a href=\"https:\/\/www.kaggle.com\/uciml\/istanbul-stock-exchange\" target=\"_blank\" rel=\"noopener noreferrer\">\u30a4\u30b9\u30bf\u30f3\u30d6\u30fc\u30eb\u8a3c\u5238\u53d6\u5f15\u6240<\/a>: imkb.gov.tr\u3068Yahoo!\u30d5\u30a1\u30a4\u30ca\u30f3\u30b9\u304b\u3089\u53d6\u5f97\u3057\u305f\u30c7\u30fc\u30bf\u3092\u5229\u7528\u3057\u3066\u4e88\u6e2c\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u30c6\u30b9\u30c8\u3059\u308b\u305f\u3081\u306b\u4f5c\u6210\u3055\u308c\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002\u30a4\u30b9\u30bf\u30f3\u30d6\u30fc\u30eb\u8a3c\u5238\u53d6\u5f15\u6240\u30ca\u30b7\u30e7\u30ca\u30eb100\u7a2e\u6307\u6570\u3001S&amp;P 500\u3001MSCI\u304b\u3089\u306e\u60c5\u5831\u306e\u307b\u304b\u3001\u30d6\u30e9\u30b8\u30eb\u3001\u30c9\u30a4\u30c4\u3001\u65e5\u672c\u3001\u30a4\u30ae\u30ea\u30b9\u306e\u682a\u5f0f\u5e02\u5834\u306e\u30ea\u30bf\u30fc\u30f3\u30fb\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u304c\u542b\u307e\u308c\u308b\u3002<\/li>\n<li><a href=\"https:\/\/www.kaggle.com\/aaron7sun\/stocknews\" target=\"_blank\" rel=\"noopener noreferrer\">\u30cb\u30e5\u30fc\u30b9\u3068\u682a\u5f0f\u30c7\u30fc\u30bf<\/a>: \u5143\u3005\u3001\u4e8c\u9805\u5206\u985e\u306e\u30bf\u30b9\u30af\u306b\u5229\u7528\u3059\u308b\u3053\u3068\u3092\u60f3\u5b9a\u3057\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3068\u795e\u7d4c\u8a00\u8a9e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\uff08NLP\uff09\u306e\u5b66\u7fd2\u30b3\u30fc\u30b9\u306e\u305f\u3081\u306b\u6e96\u5099\u3055\u308c\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30022008\u5e746\u67088\u65e5\u304b\u30892016\u5e747\u67081\u65e5\u307e\u3067Reddit\u306e\u30b5\u30d6\u30ec\u30c7\u30a3\u30c3\u30c8r\/worldnews\u304b\u3089\u53d6\u5f97\u3057\u305f\u904e\u53bb\u306e\u30cb\u30e5\u30fc\u30b9\u306e\u898b\u51fa\u3057\u30682008\u5e748\u67088\u65e5\u304b\u30892016\u5e747\u67081\u65e5\u307e\u3067\u306e\u30c0\u30a6\u5e73\u5747\u682a\u4fa1\u304c\u542b\u307e\u308c\u308b\u3002<\/li>\n<li><a href=\"https:\/\/data.world\/chasewillden\/stock-market-from-a-high-level\" target=\"_blank\" rel=\"noopener noreferrer\">\u9ad8\u6c34\u6e96\u304b\u3089\u898b\u305f\u682a\u5f0f\u5e02\u5834<\/a>: \u30c0\u30a6\u5e73\u5747\u682a\u4fa1\u3001NASDAQ\u3001S&amp;P500\u306a\u3069\u904e\u53bb\u306e\u682a\u5f0f\u5e02\u5834\u30c7\u30fc\u30bf\u304b\u3089\u69cb\u6210\u3055\u308c\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002CSV\u5f62\u5f0f\u30671977\u5e74\u304b\u30892017\u5e74\u307e\u3067\u306e\u30c7\u30fc\u30bf\u304c\u542b\u307e\u308c\u308b\u3002<\/li>\n<li><a href=\"https:\/\/fred.stlouisfed.org\/series\/DDEM01USA156NWDB\" target=\"_blank\" rel=\"noopener noreferrer\">\u682a\u5f0f\u5e02\u5834\u306e\u58f2\u8cb7\u56de\u8ee2\u7387<\/a>: \u30bb\u30f3\u30c8\u30eb\u30a4\u30b9\u9023\u90a6\u6e96\u5099\u9280\u884c\u304b\u3089\u306e\u60c5\u5831\u3092\u57fa\u306b\u3057\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002\u7279\u5b9a\u671f\u9593\u306b\u53d6\u5f15\u3055\u308c\u305f\u682a\u5f0f\u306e\u51fa\u6765\u9ad8\u3068\u540c\u671f\u9593\u306e\u5e73\u5747\u6642\u4fa1\u7dcf\u984d\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u304c\u542b\u307e\u308c\u308b\u3002<\/li>\n<li><a href=\"https:\/\/www.kaggle.com\/daiearth22\/uniqlo-fastretailing-stock-price-prediction\" target=\"_blank\" rel=\"noopener noreferrer\">\u30e6\u30cb\u30af\u30ed\u682a\u4fa1\u4e88\u6e2c<\/a>: \u672c\u30ea\u30b9\u30c8\u306e\u4e0a\u8a18\u306e\u9805\u76ee\u306f\u4e00\u822c\u7684\u306a\u682a\u5f0f\u5e02\u5834\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3060\u304c\u3001\u3053\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u30e6\u30cb\u30af\u30ed\u3068\u3044\u3046\u5358\u4e00\u306e\u4f01\u696d\u3060\u3051\u306b\u7126\u70b9\u3092\u5f53\u3066\u3066\u3044\u308b\u3002\u30e6\u30cb\u30af\u30ed\u306f\u5275\u696d50\u5e74\u4ee5\u4e0a\u306b\u306a\u308b\u65e5\u672c\u6700\u5927\u306e\u8863\u6599\u54c1\u5c0f\u58f2\u696d\u8005\u306e\u4e00\u3064\u3002\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u306f2012\u5e74\u304b\u30892016\u5e74\u307e\u3067\u306e\u30e6\u30cb\u30af\u30ed\u306e\u682a\u5f0f\u60c5\u5831\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u304c\u542b\u307e\u308c\u308b\u3002<\/li>\n<\/ol>\n<\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:20px;margin-bottom:20px;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 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;\">\u5404\u56fd\u901a\u8ca8\u304a\u3088\u3073\u4eee\u60f3\u901a\u8ca8\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/h3><\/div><div class=\"fusion-text fusion-text-3\" style=\"--awb-margin-top:20px;\"><ol>\n<li><a href=\"https:\/\/www.kaggle.com\/taniaj\/cryptocurrency-market-history-coinmarketcap\" target=\"_blank\" rel=\"noopener noreferrer\">CoinMarketCap\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/a>: \u4eee\u60f3\u901a\u8ca8\u306e\u4e16\u754c\u7684\u306a\u53f0\u982d\u3068\u5171\u306b\u3001\u305d\u308c\u306b\u6295\u8cc7\u3057\u3088\u3046\u3068\u3059\u308b\u4eba\u304c\u5897\u3048\u3066\u3044\u308b\u3053\u3068\u306b\u5fdc\u3058\u3066\u3001\u6570\u5343\u7a2e\u985e\u306e\u4eee\u60f3\u901a\u8ca8\u306b\u95a2\u3059\u308b\u60c5\u5831\u3092\u63d0\u4f9b\u3059\u308b\u5e02\u5834\u5206\u6790\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u3002CoinMarketCap\u304b\u3089\u53d6\u5f97\u3057\u305f\u60c5\u5831\u304c\u65e5\u4ed8\u3001\u901a\u8ca8\u8a18\u53f7\u3001\u59cb\u5024\u3001\u9ad8\u5024\u3001\u5b89\u5024\u3001\u7d42\u5024\u3001\u51fa\u6765\u9ad8\u3001\u6642\u4fa1\u7dcf\u984d\u306e\u5217\u306b\u307e\u3068\u3081\u3089\u308c\u3066\u3044\u308b\u3002<\/li>\n<li><a href=\"https:\/\/www.kaggle.com\/thebasss\/currency-exchange-rates\" target=\"_blank\" rel=\"noopener noreferrer\">\u5404\u56fd\u901a\u8ca8\u306e\u70ba\u66ff\u30ec\u30fc\u30c8<\/a>: \u56fd\u969b\u901a\u8ca8\u57fa\u91d1\u306b\u5831\u544a\u3055\u308c\u308b\u6bce\u65e5\u306e\u5404\u56fd\u901a\u8ca8\u306e\u70ba\u66ff\u30ec\u30fc\u30c8\u306b\u95a2\u3059\u308b\u60c5\u5831\u304b\u3089\u6210\u308b\u30021995\u5e741\u67081\u65e5\u304b\u30892018\u5e7411\u67084\u65e5\u307e\u3067\u306e51\u7a2e\u985e\u306e\u901a\u8ca8\u306b\u95a2\u3059\u308b\u60c5\u5831\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u3002<\/li>\n<li><a href=\"https:\/\/www.kaggle.com\/jessevent\/all-crypto-currencies\" target=\"_blank\" rel=\"noopener noreferrer\">\u5168\u4eee\u60f3\u901a\u8ca8\u306e\u6bce\u65e5\u306e\u4fa1\u683c<\/a>: \u5e02\u5834\u3067\u53d6\u5f15\u3055\u308c\u308b\u5168\u3066\u306e\u4eee\u60f3\u901a\u8ca8\u306b\u95a2\u3059\u308b\u904e\u53bb\u306e\u4fa1\u683c\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u305f\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30022013\u5e744\u670828\u65e5\u304b\u30892018\u5e7411\u670830\u65e5\u307e\u3067\u306e\u901a\u8ca8\u540d\u3001\u65e5\u4ed8\u3001\u30e9\u30f3\u30af\u306e\u307b\u304b\u3001\u305d\u308c\u305e\u308c\u306e\u65e5\u306e\u7d42\u5024\u3068\u5b89\u5024\u306e\u5dee\u3092\u9ad8\u5024\u3068\u5b89\u5024\u306e\u5dee\u3067\u5272\u3063\u305f\u5024\u3084\u9ad8\u5024\u3068\u5b89\u5024\u306e\u5dee\u306a\u3069\u306e\u60c5\u5831\u304c\u542b\u307e\u308c\u308b<\/li>\n<li><a href=\"http:\/\/www.histdata.com\/download-free-forex-data\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u7121\u6599\u5916\u56fd\u70ba\u66ff\u30c7\u30fc\u30bf<\/a>: Histdata.com\u304b\u3089\u53d6\u5f97\u3057\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u3001\u8907\u6570\u306e\u901a\u8ca8\u306e\u70ba\u66ff\u30ec\u30fc\u30c8\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u3092\u7121\u6599\u3067\u63d0\u4f9b\u3002\u30c7\u30fc\u30bf\u306f\u4e00\u822c\u7684\u306aASCII\u3001MetaStock\u3001MetaTrader\u3001Microsoft Excel\u3001Ninja Trader\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\/\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u5229\u7528\u53ef\u80fd\u3002<\/li>\n<\/ol>\n<p>\u4ee5\u524d\u306e\u4eee\u60f3\u901a\u8ca8\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u307e\u3068\u3081\u8a18\u4e8b\u306f\u3001<a href=\"https:\/\/transynk.co.jp\/blog\/12-best-cryptocurrency-datasets-for-machine-learning\">\u3053\u3061\u3089\u304b\u3089\u3054\u89a7\u304f\u3060\u3055\u3044<\/a>\u3002<\/p>\n<\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: 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