{ "cells": [ { "cell_type": "code", "id": "initial_id", "metadata": { "collapsed": true, "ExecuteTime": { "end_time": "2025-01-09T06:12:53.680561Z", "start_time": "2025-01-09T06:12:52.994179Z" } }, "source": [ "import tushare as ts\n", "\n", "ts_pro = ts.pro_api(token=\"64ebff4fa679167600b905ee45dd88e76f3963c0ff39157f3f085f0e\")" ], "outputs": [], "execution_count": 2 }, { "metadata": { "ExecuteTime": { "end_time": "2025-01-09T06:28:32.524630Z", "start_time": "2025-01-09T06:27:15.688831Z" } }, "cell_type": "code", "source": [ "# 从1989年开始循环年份\n", "for year in range(2000, 2024):\n", " # ts_pro.balancesheet_vip(period=f\"{year}1231\").to_csv(f\"../temp/财务报表/资产负债表/{year}.csv\")\n", " # ts_pro.cashflow_vip(period=f\"{year}1231\").to_csv(f\"../temp/财务报表/现金流量表/{year}.csv\")\n", " # ts_pro.income_vip(period=f\"{year}1231\").to_csv(f\"../temp/财务报表/利润表/{year}.csv\")\n", " ts_pro.fina_indicator_vip(period=f\"{year}1231\").to_csv(f\"../temp/财务报表/财务指标/{year}.csv\")\n", " # ts_pro.fina_audit(period=f\"{year}1231\").to_csv(f\"../temp/财务报表/审计意见/{year}.csv\")" ], "id": "b03b118c70b21315", "outputs": [], "execution_count": 15 }, { "metadata": { "ExecuteTime": { "end_time": "2025-01-09T06:21:41.656501Z", "start_time": "2025-01-09T06:21:41.620154Z" } }, "cell_type": "code", "source": [ "import pandas as pd\n", "\n", "df = pd.read_csv('../temp/财务报表/利润表/2000.csv')\n", "# 移除第一列\n", "df = df.iloc[:, 1:]\n", "df.set_index('ts_code', inplace=True)\n", "df = df[[\"total_revenue\", \"revenue\", \"total_cogs\",\"oper_exp\",\"rd_exp\"]]\n", "df" ], "id": "7e3783e99491ba52", "outputs": [ { "data": { "text/plain": [ " total_revenue revenue total_cogs oper_exp rd_exp\n", "ts_code \n", "688183.SH 6.282300e+08 6.282300e+08 NaN NaN NaN\n", "601939.SH 5.349400e+10 5.349400e+10 4.329800e+10 4.329800e+10 NaN\n", "600074.SH 4.957749e+08 4.957749e+08 4.287281e+08 NaN NaN\n", "600699.SH 2.276245e+08 2.276245e+08 1.765832e+08 NaN NaN\n", "600779.SH 1.280558e+09 1.280558e+09 1.080933e+09 NaN NaN\n", "... ... ... ... ... ...\n", "600438.SH 3.533686e+08 3.533686e+08 3.194762e+08 NaN NaN\n", "600493.SH 1.421895e+08 1.421895e+08 1.250877e+08 NaN NaN\n", "600572.SH 1.944064e+08 1.944064e+08 1.459411e+08 NaN NaN\n", "600986.SH 2.563444e+08 2.563444e+08 2.089118e+08 NaN NaN\n", "600982.SH 8.646501e+07 8.646501e+07 6.824224e+07 NaN NaN\n", "\n", "[1264 rows x 5 columns]" ], "text/html": [ "
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