优化数据更新
This commit is contained in:
512
材料准备/财报信息.ipynb
512
材料准备/财报信息.ipynb
@@ -73,31 +73,31 @@
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{
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"metadata": {
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"ExecuteTime": {
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"end_time": "2025-01-13T01:30:08.656800Z",
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"start_time": "2025-01-13T01:30:08.653794Z"
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"end_time": "2025-01-13T09:08:04.607819Z",
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"start_time": "2025-01-13T09:08:04.602640Z"
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}
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},
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"cell_type": "code",
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"source": [
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"start_year = 2014\n",
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"start_year = 1990\n",
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"end_year = 2024"
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],
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"id": "dc68cde196159626",
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"outputs": [],
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"execution_count": 3
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"execution_count": 11
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},
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{
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"metadata": {
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"ExecuteTime": {
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"end_time": "2025-01-13T01:39:39.349170Z",
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"start_time": "2025-01-13T01:30:08.660347Z"
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"end_time": "2025-01-13T09:09:36.004427Z",
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"start_time": "2025-01-13T09:08:33.797018Z"
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}
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},
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"cell_type": "code",
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"source": [
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"# 财务负债表\n",
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"balance_sheet_df = clean_df(get_balance_sheet_df(start_year, end_year))\n",
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"balance_sheet_df.to_csv(\"../temp/balance_sheet.csv\", index=False)"
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"balance_sheet_df.to_csv(f\"/Users/lanyuanxiaoyao/SynologyDrive/data/Tushare/财务报表/资产负债表{start_year}-{end_year}.csv\", index=False)"
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],
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"id": "33cd797a12ad567e",
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"outputs": [
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@@ -105,8 +105,9 @@
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Pull balance sheet: 2014\n",
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"Pull balance sheet: 2015\n"
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"Pull balance sheet: 1990\n",
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"Pull balance sheet: 1991\n",
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"Pull balance sheet: 1992\n"
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]
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},
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{
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@@ -121,6 +122,29 @@
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Pull balance sheet: 1993\n",
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"Pull balance sheet: 1994\n",
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"Pull balance sheet: 1995\n",
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"Pull balance sheet: 1996\n",
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"Pull balance sheet: 1997\n",
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"Pull balance sheet: 1998\n",
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"Pull balance sheet: 1999\n",
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"Pull balance sheet: 2000\n",
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"Pull balance sheet: 2001\n",
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"Pull balance sheet: 2002\n",
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"Pull balance sheet: 2003\n",
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"Pull balance sheet: 2004\n",
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"Pull balance sheet: 2005\n",
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"Pull balance sheet: 2006\n",
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"Pull balance sheet: 2007\n",
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"Pull balance sheet: 2008\n",
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"Pull balance sheet: 2009\n",
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"Pull balance sheet: 2010\n",
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"Pull balance sheet: 2011\n",
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"Pull balance sheet: 2012\n",
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"Pull balance sheet: 2013\n",
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"Pull balance sheet: 2014\n",
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"Pull balance sheet: 2015\n",
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"Pull balance sheet: 2016\n",
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"Pull balance sheet: 2017\n",
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"Pull balance sheet: 2018\n",
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@@ -141,19 +165,19 @@
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]
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}
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],
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"execution_count": 4
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"execution_count": 12
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},
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{
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"metadata": {
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"ExecuteTime": {
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"end_time": "2025-01-13T01:43:28.007135Z",
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"start_time": "2025-01-13T01:39:39.363037Z"
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"end_time": "2025-01-13T09:11:33.507055Z",
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"start_time": "2025-01-13T09:10:33.447304Z"
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}
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},
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"cell_type": "code",
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"source": [
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"income_df = clean_df(get_income_df(start_year, end_year))\n",
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"income_df.to_csv(\"../temp/income.csv\", index=False)"
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"income_df.to_csv(f\"/Users/lanyuanxiaoyao/SynologyDrive/data/Tushare/财务报表/利润表{start_year}-{end_year}.csv\", index=False)"
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],
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"id": "17306c1524f5e173",
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"outputs": [
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@@ -161,8 +185,9 @@
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Pull income: 2014\n",
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"Pull income: 2015\n"
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"Pull income: 1990\n",
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"Pull income: 1991\n",
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"Pull income: 1992\n"
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]
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},
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{
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@@ -177,6 +202,29 @@
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Pull income: 1993\n",
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"Pull income: 1994\n",
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"Pull income: 1995\n",
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"Pull income: 1996\n",
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"Pull income: 1997\n",
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"Pull income: 1998\n",
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"Pull income: 1999\n",
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"Pull income: 2000\n",
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"Pull income: 2001\n",
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"Pull income: 2002\n",
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"Pull income: 2003\n",
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"Pull income: 2004\n",
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"Pull income: 2005\n",
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"Pull income: 2006\n",
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"Pull income: 2007\n",
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"Pull income: 2008\n",
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"Pull income: 2009\n",
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"Pull income: 2010\n",
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"Pull income: 2011\n",
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"Pull income: 2012\n",
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"Pull income: 2013\n",
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"Pull income: 2014\n",
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"Pull income: 2015\n",
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"Pull income: 2016\n",
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"Pull income: 2017\n",
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"Pull income: 2018\n",
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@@ -197,19 +245,19 @@
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]
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}
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],
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"execution_count": 5
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"execution_count": 13
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},
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{
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"metadata": {
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"ExecuteTime": {
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"end_time": "2025-01-13T01:46:46.375157Z",
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"start_time": "2025-01-13T01:43:28.011213Z"
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"end_time": "2025-01-13T09:13:32.890801Z",
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"start_time": "2025-01-13T09:12:46.032342Z"
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}
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},
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"cell_type": "code",
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"source": [
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"cash_flow_df = clean_df(get_cash_flow_df(start_year, end_year))\n",
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"cash_flow_df.to_csv(\"../temp/cash_flow.csv\", index=False)"
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"cash_flow_df.to_csv(f\"/Users/lanyuanxiaoyao/SynologyDrive/data/Tushare/财务报表/现金流量表{start_year}-{end_year}.csv\", index=False)"
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],
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"id": "334dbe20f2047a1e",
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"outputs": [
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@@ -217,8 +265,15 @@
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Pull cash flow: 2014\n",
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"Pull cash flow: 2015\n"
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"Pull cash flow: 1990\n",
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"Pull cash flow: 1991\n",
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"Pull cash flow: 1992\n",
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"Pull cash flow: 1993\n",
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"Pull cash flow: 1994\n",
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"Pull cash flow: 1995\n",
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"Pull cash flow: 1996\n",
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"Pull cash flow: 1997\n",
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"Pull cash flow: 1998\n"
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]
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},
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{
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@@ -233,6 +288,23 @@
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Pull cash flow: 1999\n",
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"Pull cash flow: 2000\n",
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"Pull cash flow: 2001\n",
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"Pull cash flow: 2002\n",
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"Pull cash flow: 2003\n",
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"Pull cash flow: 2004\n",
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"Pull cash flow: 2005\n",
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"Pull cash flow: 2006\n",
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"Pull cash flow: 2007\n",
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"Pull cash flow: 2008\n",
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"Pull cash flow: 2009\n",
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"Pull cash flow: 2010\n",
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"Pull cash flow: 2011\n",
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"Pull cash flow: 2012\n",
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"Pull cash flow: 2013\n",
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"Pull cash flow: 2014\n",
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"Pull cash flow: 2015\n",
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"Pull cash flow: 2016\n",
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"Pull cash flow: 2017\n",
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"Pull cash flow: 2018\n",
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@@ -253,7 +325,7 @@
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]
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}
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],
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"execution_count": 6
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"execution_count": 15
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},
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{
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"metadata": {
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@@ -672,6 +744,402 @@
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}
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],
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"execution_count": 8
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},
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{
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"metadata": {
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"ExecuteTime": {
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"end_time": "2025-01-13T09:37:00.340262Z",
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"start_time": "2025-01-13T09:36:59.184110Z"
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}
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},
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"cell_type": "code",
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"source": [
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"import akshare as ak\n",
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"\n",
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"# ak.stock_balance_sheet_by_yearly_em(\"SZ000001\")\n",
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"# df = ak.stock_financial_report_sina(\"sz000001\", symbol=\"资产负债表\")\n",
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"df = ak.stock_financial_benefit_ths(\"000001\")\n",
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"# df[df[\"报告日\"].str.endswith(\"1231\")]\n",
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"df"
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],
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"id": "582154dbc28b6bd",
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"outputs": [
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{
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"data": {
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"text/plain": [
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" 报告期 报表核心指标 *净利润 *营业总收入 *营业支出 *归属于母公司所有者的净利润 \\\n",
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"0 2024-09-30 397.29亿 1115.82亿 637.13亿 397.29亿 \n",
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"1 2024-06-30 258.79亿 771.32亿 450.45亿 258.79亿 \n",
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"2 2024-03-31 149.32亿 387.70亿 202.16亿 149.32亿 \n",
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"3 2023-12-31 464.55亿 1646.99亿 1067.71亿 464.55亿 \n",
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"4 2023-09-30 396.35亿 1276.34亿 785.87亿 396.35亿 \n",
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".. ... ... ... ... ... ... \n",
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"110 1993-06-30 1.37亿 2.66亿 False 1.37亿 \n",
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"111 1992-12-31 1.72亿 4.76亿 False 1.72亿 \n",
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"112 1991-12-31 1.13亿 3.35亿 False 1.13亿 \n",
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"113 1990-12-31 7087.50万 False False 7087.50万 \n",
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"114 1989-12-31 4302.00万 False False 4302.00万 \n",
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"\n",
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" *扣除非经常性损益后的净利润 报表全部指标 一、营业总收入 其中：营业收入 ... 少数股东损益 扣除非经常性损益后的利润 六、每股收益 \\\n",
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"0 397.48亿 1115.82亿 1115.82亿 ... False 397.48亿 \n",
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"1 258.80亿 771.32亿 771.32亿 ... False 258.80亿 \n",
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"2 149.06亿 387.70亿 387.70亿 ... False 149.06亿 \n",
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"3 464.31亿 1646.99亿 1646.99亿 ... False 464.31亿 \n",
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"4 395.68亿 1276.34亿 1276.34亿 ... False 395.68亿 \n",
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".. ... ... ... ... ... ... ... ... \n",
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"110 False 2.66亿 2.66亿 ... False False \n",
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"111 False 4.76亿 4.76亿 ... False False \n",
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"112 False 3.35亿 3.35亿 ... False False \n",
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"113 False False False ... False False \n",
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"114 False False False ... False False \n",
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"\n",
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" （一）基本每股收益 （二）稀释每股收益 七、其他综合收益 归属母公司所有者的其他综合收益 八、综合收益总额 归属于母公司股东的综合收益总额 \\\n",
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"0 1.94 1.94 -7.86亿 -7.86亿 389.43亿 False \n",
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"1 1.23 1.23 -3.56亿 -3.56亿 255.23亿 False \n",
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"2 0.66 0.66 3.45亿 3.45亿 152.77亿 False \n",
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"3 2.25 2.25 -3.72亿 -3.72亿 460.83亿 False \n",
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"4 1.94 1.94 -8.38亿 -8.38亿 387.97亿 False \n",
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".. ... ... ... ... ... ... \n",
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"110 False False False False False False \n",
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"111 False False False False False False \n",
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"112 False False False False False False \n",
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"113 False False False False False False \n",
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"114 False False False False False False \n",
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"\n",
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" 归属于少数股东的综合收益总额 \n",
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"0 False \n",
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"1 False \n",
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"2 False \n",
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"3 False \n",
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"4 False \n",
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".. ... \n",
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"110 False \n",
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"111 False \n",
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"112 False \n",
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"113 False \n",
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"114 False \n",
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"\n",
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"[115 rows x 43 columns]"
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],
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"text/html": [
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"<div>\n",
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"<style scoped>\n",
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" .dataframe tbody tr th:only-of-type {\n",
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"</style>\n",
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"<table border=\"1\" class=\"dataframe\">\n",
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" <thead>\n",
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" <tr style=\"text-align: right;\">\n",
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" <th></th>\n",
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" <th>报告期</th>\n",
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" <th>报表核心指标</th>\n",
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" <th>*净利润</th>\n",
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" <th>*营业总收入</th>\n",
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" <th>*营业支出</th>\n",
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" <th>*归属于母公司所有者的净利润</th>\n",
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" <th>*扣除非经常性损益后的净利润</th>\n",
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" <th>报表全部指标</th>\n",
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" <th>一、营业总收入</th>\n",
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" <th>其中：营业收入</th>\n",
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" <th>...</th>\n",
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" <th>少数股东损益</th>\n",
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" <th>扣除非经常性损益后的利润</th>\n",
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" <th>六、每股收益</th>\n",
|
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" <th>（一）基本每股收益</th>\n",
|
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" <th>（二）稀释每股收益</th>\n",
|
||||
" <th>七、其他综合收益</th>\n",
|
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" <th>归属母公司所有者的其他综合收益</th>\n",
|
||||
" <th>八、综合收益总额</th>\n",
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||||
" <th>归属于母公司股东的综合收益总额</th>\n",
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" <th>归属于少数股东的综合收益总额</th>\n",
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" </tr>\n",
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" </thead>\n",
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" <tbody>\n",
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" <tr>\n",
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" <th>0</th>\n",
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" <td>2024-09-30</td>\n",
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" <td></td>\n",
|
||||
" <td>397.29亿</td>\n",
|
||||
" <td>1115.82亿</td>\n",
|
||||
" <td>637.13亿</td>\n",
|
||||
" <td>397.29亿</td>\n",
|
||||
" <td>397.48亿</td>\n",
|
||||
" <td></td>\n",
|
||||
" <td>1115.82亿</td>\n",
|
||||
" <td>1115.82亿</td>\n",
|
||||
" <td>...</td>\n",
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" <td>False</td>\n",
|
||||
" <td>397.48亿</td>\n",
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||||
" <td></td>\n",
|
||||
" <td>1.94</td>\n",
|
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" <td>1.94</td>\n",
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" <td>-7.86亿</td>\n",
|
||||
" <td>-7.86亿</td>\n",
|
||||
" <td>389.43亿</td>\n",
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" <td>False</td>\n",
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" <td>False</td>\n",
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" </tr>\n",
|
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" <tr>\n",
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" <th>1</th>\n",
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" <td>2024-06-30</td>\n",
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||||
" <td></td>\n",
|
||||
" <td>258.79亿</td>\n",
|
||||
" <td>771.32亿</td>\n",
|
||||
" <td>450.45亿</td>\n",
|
||||
" <td>258.79亿</td>\n",
|
||||
" <td>258.80亿</td>\n",
|
||||
" <td></td>\n",
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||||
" <td>771.32亿</td>\n",
|
||||
" <td>771.32亿</td>\n",
|
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" <td>...</td>\n",
|
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" <td>False</td>\n",
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" <td>258.80亿</td>\n",
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" <td></td>\n",
|
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" <td>1.23</td>\n",
|
||||
" <td>1.23</td>\n",
|
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" <td>-3.56亿</td>\n",
|
||||
" <td>-3.56亿</td>\n",
|
||||
" <td>255.23亿</td>\n",
|
||||
" <td>False</td>\n",
|
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" <td>False</td>\n",
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" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>2</th>\n",
|
||||
" <td>2024-03-31</td>\n",
|
||||
" <td></td>\n",
|
||||
" <td>149.32亿</td>\n",
|
||||
" <td>387.70亿</td>\n",
|
||||
" <td>202.16亿</td>\n",
|
||||
" <td>149.32亿</td>\n",
|
||||
" <td>149.06亿</td>\n",
|
||||
" <td></td>\n",
|
||||
" <td>387.70亿</td>\n",
|
||||
" <td>387.70亿</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>149.06亿</td>\n",
|
||||
" <td></td>\n",
|
||||
" <td>0.66</td>\n",
|
||||
" <td>0.66</td>\n",
|
||||
" <td>3.45亿</td>\n",
|
||||
" <td>3.45亿</td>\n",
|
||||
" <td>152.77亿</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>3</th>\n",
|
||||
" <td>2023-12-31</td>\n",
|
||||
" <td></td>\n",
|
||||
" <td>464.55亿</td>\n",
|
||||
" <td>1646.99亿</td>\n",
|
||||
" <td>1067.71亿</td>\n",
|
||||
" <td>464.55亿</td>\n",
|
||||
" <td>464.31亿</td>\n",
|
||||
" <td></td>\n",
|
||||
" <td>1646.99亿</td>\n",
|
||||
" <td>1646.99亿</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>464.31亿</td>\n",
|
||||
" <td></td>\n",
|
||||
" <td>2.25</td>\n",
|
||||
" <td>2.25</td>\n",
|
||||
" <td>-3.72亿</td>\n",
|
||||
" <td>-3.72亿</td>\n",
|
||||
" <td>460.83亿</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>4</th>\n",
|
||||
" <td>2023-09-30</td>\n",
|
||||
" <td></td>\n",
|
||||
" <td>396.35亿</td>\n",
|
||||
" <td>1276.34亿</td>\n",
|
||||
" <td>785.87亿</td>\n",
|
||||
" <td>396.35亿</td>\n",
|
||||
" <td>395.68亿</td>\n",
|
||||
" <td></td>\n",
|
||||
" <td>1276.34亿</td>\n",
|
||||
" <td>1276.34亿</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>395.68亿</td>\n",
|
||||
" <td></td>\n",
|
||||
" <td>1.94</td>\n",
|
||||
" <td>1.94</td>\n",
|
||||
" <td>-8.38亿</td>\n",
|
||||
" <td>-8.38亿</td>\n",
|
||||
" <td>387.97亿</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>...</th>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>110</th>\n",
|
||||
" <td>1993-06-30</td>\n",
|
||||
" <td></td>\n",
|
||||
" <td>1.37亿</td>\n",
|
||||
" <td>2.66亿</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>1.37亿</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td></td>\n",
|
||||
" <td>2.66亿</td>\n",
|
||||
" <td>2.66亿</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td></td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>111</th>\n",
|
||||
" <td>1992-12-31</td>\n",
|
||||
" <td></td>\n",
|
||||
" <td>1.72亿</td>\n",
|
||||
" <td>4.76亿</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>1.72亿</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td></td>\n",
|
||||
" <td>4.76亿</td>\n",
|
||||
" <td>4.76亿</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td></td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>112</th>\n",
|
||||
" <td>1991-12-31</td>\n",
|
||||
" <td></td>\n",
|
||||
" <td>1.13亿</td>\n",
|
||||
" <td>3.35亿</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>1.13亿</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td></td>\n",
|
||||
" <td>3.35亿</td>\n",
|
||||
" <td>3.35亿</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td></td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>113</th>\n",
|
||||
" <td>1990-12-31</td>\n",
|
||||
" <td></td>\n",
|
||||
" <td>7087.50万</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>7087.50万</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td></td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td></td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>114</th>\n",
|
||||
" <td>1989-12-31</td>\n",
|
||||
" <td></td>\n",
|
||||
" <td>4302.00万</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>4302.00万</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td></td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td></td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" <td>False</td>\n",
|
||||
" </tr>\n",
|
||||
" </tbody>\n",
|
||||
"</table>\n",
|
||||
"<p>115 rows × 43 columns</p>\n",
|
||||
"</div>"
|
||||
]
|
||||
},
|
||||
"execution_count": 21,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
],
|
||||
"execution_count": 21
|
||||
}
|
||||
],
|
||||
"metadata": {
|
||||
|
||||
3854
财报筛选/选股回测.ipynb
Normal file
3854
财报筛选/选股回测.ipynb
Normal file
File diff suppressed because it is too large
Load Diff
Reference in New Issue
Block a user