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\n", + "text/plain": [ + "

" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "data_trading_hour=pd.read_csv(\"aapl-trading-hour.csv\")\n", + "data_trading_hour[\"Close\"].plot()\n", + "plt.title('股价走势(每秒盘收价)')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "fbedf56d-9760-497e-bf08-b68048a0f593", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "change=data_trading_hour[\"Close\"].diff()/data_trading_hour[\"Close\"]\n", + "change.plot()\n", + "plt.title('秒级收盘价变化率')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "b27d739c-4149-4ad5-b7c9-c1713ba97da7", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "-0.16729700365714806\n" + ] + } + ], + "source": [ + "print(change.shift(1).corr(change))" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "id": "8fdff564-e8c3-44f7-8b9d-4ff8fd6db08b", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "-0.03420751642049764\n" + ] + } + ], + "source": [ + "print(change.shift(2).corr(change))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "fb58d787-daa7-443d-b407-a3a78da8f3cd", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + 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