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put spaces in columns for econ/performance and valuation and make sortby work

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OpenBB
2023-07-22 11:06:21 -07:00
parent 46b23852d7
commit 3f3c61ab00
8 changed files with 95 additions and 96 deletions
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68
openbb_terminal/economy/economy_controller.py
View File

@@ -115,36 +115,36 @@ class EconomyController(BaseController):
]
overview_options = ["indices", "usbonds", "glbonds", "currencies"]
tyld_maturity = ["3m", "5y", "10y", "30y"]
valuation_sort_cols = [
"Name",
"MarketCap",
"P/E",
"FwdP/E",
"PEG",
"P/S",
"P/B",
"P/C",
"P/FCF",
"EPSpast5Y",
"EPSnext5Y",
"Salespast5Y",
"Change",
"Volume",
]
performance_sort_list = [
"Name",
"Week",
"Month",
"3Month",
"6Month",
"1Year",
"YTD",
"Recom",
"AvgVolume",
"RelVolume",
"Change",
"Volume",
]
valuation_sort_cols_dict = {
"Name": "Name",
"MarketCap": "Market Cap",
"P/E": "P/E",
"FwdP/E": "Fwd P/E",
"PEG": "PEG",
"P/S": "P/S",
"P/B": "P/B",
"P/C": "P/C",
"P/FCF": "P/FCF",
"EPSpast5Y": "EPS past 5Y",
"EPSnext5Y": "EPS next 5Y",
"Salespast5Y": "Sales past 5Y",
"Change": "Chage",
"Volume": "Volume",
}
performance_sort_dict = {
"Name": "Name",
"1W": "1W",
"1M": "1M",
"3M": "3M",
"6M": "6M",
"1Y": "1Y",
"YTD": "YTD",
"Recom": "Recom",
"AvgVolume": "Avg Volume",
"RelVolume": "Rel Volume",
"Change": "Change",
"Volume": "Volume",
}
index_interval = [
"1m",
"2m",
@@ -2213,7 +2213,7 @@ class EconomyController(BaseController):
"--sortby",
dest="sortby",
type=str,
choices=self.valuation_sort_cols,
choices=list(self.valuation_sort_cols_dict.keys()),
default="Name",
help="Column to sort by",
)
@@ -2243,7 +2243,7 @@ class EconomyController(BaseController):
)
finviz_view.display_valuation(
group=ns_group,
sortby=ns_parser.sortby,
sortby=self.valuation_sort_cols_dict[ns_parser.sortby],
ascend=ns_parser.reverse,
export=ns_parser.export,
sheet_name=" ".join(ns_parser.sheet_name)
@@ -2275,7 +2275,7 @@ class EconomyController(BaseController):
"-s",
"--sortby",
dest="sortby",
choices=self.performance_sort_list,
choices=list(self.performance_sort_dict.keys()),
default="Name",
help="Column to sort by",
)
@@ -2304,7 +2304,7 @@ class EconomyController(BaseController):
)
finviz_view.display_performance(
group=ns_group,
sortby=ns_parser.sortby,
sortby=self.performance_sort_dict[ns_parser.sortby],
ascend=ns_parser.reverse,
export=ns_parser.export,
sheet_name=" ".join(ns_parser.sheet_name)

23
openbb_terminal/economy/finviz_model.py
View File

@@ -92,7 +92,7 @@ def get_valuation_data(
try:
group = GROUPS[group]
df_group = valuation.Valuation().screener_view(group=group)
df_group.columns = [col.replace(" ", "").strip() for col in df_group.columns]
df_group.columns = [col.strip() for col in df_group.columns]
df_group = df_group.sort_values(by=sortby, ascending=ascend)
df_group.fillna("", inplace=True)
@@ -100,7 +100,7 @@ def get_valuation_data(
if get_current_user().preferences.USE_INTERACTIVE_DF:
return df_group
print(df_group.head())
df_group["MarketCap"] = df_group["MarketCap"].apply(
df_group["Market Cap"] = df_group["Market Cap"].apply(
lambda x: float(x.strip("B"))
if x.endswith("B")
else float(x.strip("M")) / 1000
@@ -146,18 +146,17 @@ def get_performance_data(
df_group = performance.Performance().screener_view(group=group)
df_group = df_group.rename(
columns={
"Perf Week": "Week",
"Perf Month": "Month",
"Perf Quart": "3Month",
"Perf Half": "6Month",
"Perf Year": "1Year",
"Perf Week": "1W",
"Perf Month": "1M",
"Perf Quart": "3M",
"Perf Half": "6M",
"Perf Year": "1Y",
"Perf YTD": "YTD",
"Avg Volume": "AvgVolume",
"Rel Volume": "RelVolume",
"Avg Volume": "Avg Volume",
}
)
df_group.columns = [col.strip() for col in df_group.columns]
df_group["Week"] = df_group["Week"].apply(lambda x: float(x.strip("%")) / 100)
df_group["1W"] = df_group["1W"].apply(lambda x: float(x.strip("%")) / 100)
df_group = df_group.sort_values(by=sortby, ascending=ascend)
df_group.fillna("", inplace=True)
@@ -166,9 +165,9 @@ def get_performance_data(
return df_group
df_group["Volume"] = df_group["Volume"] / 1_000_000
df_group["AvgVolume"] = df_group["AvgVolume"] / 1_000_000
df_group["Avg Volume"] = df_group["Avg Volume"] / 1_000_000
df_group = df_group.rename(
columns={"Volume": "Volume [1M]", "AvgVolume": "AvgVolume [1M]"}
columns={"Volume": "Volume [1M]", "Avg Volume": "Avg Volume [1M]"}
)
return df_group

2
tests/openbb_terminal/economy/csv/test_finviz_model/test_get_performance_data.csv vendored
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@@ -1,4 +1,4 @@
,Name,Week,Month,3Month,6Month,1Year,YTD,Recom,AvgVolume,RelVolume,Change,Volume
,Name,1W,1M,3M,6M,1Y,YTD,Recom,Avg Volume,Rel Volume,Change,Volume
0,Basic Materials,0.015300000000000001,0.0603,-0.0966,-0.07629999999999999,-0.1213,-0.11689999999999999,2.2,496760000.0,1.0,0.0123,198760000.0
1,Communication Services,0.0297,0.006500000000000001,-0.0002,-0.18309999999999998,-0.26780000000000004,-0.2419,1.94,766430000.0,1.25,0.0109,384640000.0
2,Consumer Cyclical,0.0213,0.10189999999999999,0.0603,-0.1272,-0.192,-0.20809999999999998,2.11,1380000000.0,1.53,0.013500000000000002,848690000.0
1 Name Week 1W Month 1M 3Month 3M 6Month 6M 1Year 1Y YTD Recom AvgVolume Avg Volume RelVolume Rel Volume Change Volume
2 0 Basic Materials 0.015300000000000001 0.0603 -0.0966 -0.07629999999999999 -0.1213 -0.11689999999999999 2.2 496760000.0 1.0 0.0123 198760000.0
3 1 Communication Services 0.0297 0.006500000000000001 -0.0002 -0.18309999999999998 -0.26780000000000004 -0.2419 1.94 766430000.0 1.25 0.0109 384640000.0
4 2 Consumer Cyclical 0.0213 0.10189999999999999 0.0603 -0.1272 -0.192 -0.20809999999999998 2.11 1380000000.0 1.53 0.013500000000000002 848690000.0

2
tests/openbb_terminal/economy/csv/test_finviz_model/test_get_valuation_data.csv vendored
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@@ -1,4 +1,4 @@
,Name,MarketCap,P/E,FwdP/E,PEG,P/S,P/B,P/C,P/FCF,EPSpast5Y,EPSnext5Y,Salespast5Y,Change,Volume
,Name,Market Cap,P/E,Fwd P/E,PEG,P/S,P/B,P/C,P/FCF,EPS past 5Y,EPS next 5Y,Sales past 5Y,Change,Volume
0,Basic Materials,1864.89B,8.8,10.57,0.88,1.25,1.86,10.9,15.01,0.2824,0.0999,0.1259,0.0123,198760000.0
1,Communication Services,6295.06B,18.52,15.86,1.27,2.64,2.75,12.65,33.58,0.20600000000000002,0.1461,0.1942,0.0109,384640000.0
2,Consumer Cyclical,6695.57B,24.52,13.15,0.96,0.98,3.26,10.64,46.69,0.3063,0.2551,0.22469999999999998,0.013500000000000002,848690000.0
1 Name MarketCap Market Cap P/E FwdP/E Fwd P/E PEG P/S P/B P/C P/FCF EPSpast5Y EPS past 5Y EPSnext5Y EPS next 5Y Salespast5Y Sales past 5Y Change Volume
2 0 Basic Materials 1864.89B 8.8 10.57 0.88 1.25 1.86 10.9 15.01 0.2824 0.0999 0.1259 0.0123 198760000.0
3 1 Communication Services 6295.06B 18.52 15.86 1.27 2.64 2.75 12.65 33.58 0.20600000000000002 0.1461 0.1942 0.0109 384640000.0
4 2 Consumer Cyclical 6695.57B 24.52 13.15 0.96 0.98 3.26 10.64 46.69 0.3063 0.2551 0.22469999999999998 0.013500000000000002 848690000.0

24
tests/openbb_terminal/economy/txt/test_finviz_view/test_display_performance[False].txt vendored
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@@ -1,12 +1,12 @@
1W 1M 3M 6M 1Y YTD Recom AvgVolume RelVolume Change Volume
0 Basic Materials 0.0303 0.0337 0.0721 0.1212 0.1058 0.0419 2.21 5.643900e+08 1.70 0.0070 9.613600e+08
1 Communication Services 0.0637 -0.0258 -0.1031 -0.1558 -0.0248 -0.1145 1.88 7.649600e+08 1.78 0.0169 1.360000e+09
2 Consumer Cyclical 0.1093 -0.0505 -0.0915 -0.1022 -0.0962 -0.1226 2.06 1.340000e+09 1.78 0.0256 2.390000e+09
3 Consumer Defensive 0.0475 -0.0126 -0.0218 0.0161 0.0506 -0.0392 2.23 4.557200e+08 1.71 0.0063 7.792700e+08
4 Energy -0.0182 0.0352 0.2454 0.3398 0.3865 0.2319 2.23 8.874100e+08 1.38 -0.0003 1.230000e+09
5 Financial 0.0690 -0.0310 -0.0012 0.0172 0.0777 -0.0049 2.23 1.050000e+09 1.67 0.0059 1.750000e+09
6 Healthcare 0.0669 0.0299 -0.0388 -0.0592 0.0399 -0.0565 2.05 1.420000e+09 1.66 0.0086 2.360000e+09
7 Industrials 0.0541 0.0143 -0.0165 0.0164 0.0458 -0.0400 2.26 6.727100e+08 1.56 0.0062 1.050000e+09
8 Real Estate 0.0291 0.0155 -0.0515 -0.0096 0.1091 -0.0902 2.22 3.552600e+08 1.98 0.0031 7.028400e+08
9 Technology 0.0889 -0.0306 -0.0989 -0.0704 0.1030 -0.1294 1.98 1.650000e+09 1.91 0.0251 3.160000e+09
10 Utilities 0.0090 0.0609 0.0065 0.0638 0.1145 -0.0122 2.32 1.613700e+08 2.25 -0.0063 3.625100e+08
1W 1M 3M 6M 1Y YTD Recom Avg Volume Rel Volume Change Volume
0 Basic Materials 0.0303 0.0337 0.0721 0.1212 0.1058 0.0419 2.21 5.643900e+08 1.70 0.0070 9.613600e+08
1 Communication Services 0.0637 -0.0258 -0.1031 -0.1558 -0.0248 -0.1145 1.88 7.649600e+08 1.78 0.0169 1.360000e+09
2 Consumer Cyclical 0.1093 -0.0505 -0.0915 -0.1022 -0.0962 -0.1226 2.06 1.340000e+09 1.78 0.0256 2.390000e+09
3 Consumer Defensive 0.0475 -0.0126 -0.0218 0.0161 0.0506 -0.0392 2.23 4.557200e+08 1.71 0.0063 7.792700e+08
4 Energy -0.0182 0.0352 0.2454 0.3398 0.3865 0.2319 2.23 8.874100e+08 1.38 -0.0003 1.230000e+09
5 Financial 0.0690 -0.0310 -0.0012 0.0172 0.0777 -0.0049 2.23 1.050000e+09 1.67 0.0059 1.750000e+09
6 Healthcare 0.0669 0.0299 -0.0388 -0.0592 0.0399 -0.0565 2.05 1.420000e+09 1.66 0.0086 2.360000e+09
7 Industrials 0.0541 0.0143 -0.0165 0.0164 0.0458 -0.0400 2.26 6.727100e+08 1.56 0.0062 1.050000e+09
8 Real Estate 0.0291 0.0155 -0.0515 -0.0096 0.1091 -0.0902 2.22 3.552600e+08 1.98 0.0031 7.028400e+08
9 Technology 0.0889 -0.0306 -0.0989 -0.0704 0.1030 -0.1294 1.98 1.650000e+09 1.91 0.0251 3.160000e+09
10 Utilities 0.0090 0.0609 0.0065 0.0638 0.1145 -0.0122 2.32 1.613700e+08 2.25 -0.0063 3.625100e+08

24
tests/openbb_terminal/economy/txt/test_finviz_view/test_display_performance[True].txt vendored
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@@ -1,12 +1,12 @@
1W 1M 3M 6M 1Y YTD Recom AvgVolume RelVolume Change Volume
0 Basic Materials 0.0303 0.0337 0.0721 0.1212 0.1058 0.0419 2.21 5.643900e+08 1.70 0.0070 9.613600e+08
1 Communication Services 0.0637 -0.0258 -0.1031 -0.1558 -0.0248 -0.1145 1.88 7.649600e+08 1.78 0.0169 1.360000e+09
2 Consumer Cyclical 0.1093 -0.0505 -0.0915 -0.1022 -0.0962 -0.1226 2.06 1.340000e+09 1.78 0.0256 2.390000e+09
3 Consumer Defensive 0.0475 -0.0126 -0.0218 0.0161 0.0506 -0.0392 2.23 4.557200e+08 1.71 0.0063 7.792700e+08
4 Energy -0.0182 0.0352 0.2454 0.3398 0.3865 0.2319 2.23 8.874100e+08 1.38 -0.0003 1.230000e+09
5 Financial 0.0690 -0.0310 -0.0012 0.0172 0.0777 -0.0049 2.23 1.050000e+09 1.67 0.0059 1.750000e+09
6 Healthcare 0.0669 0.0299 -0.0388 -0.0592 0.0399 -0.0565 2.05 1.420000e+09 1.66 0.0086 2.360000e+09
7 Industrials 0.0541 0.0143 -0.0165 0.0164 0.0458 -0.0400 2.26 6.727100e+08 1.56 0.0062 1.050000e+09
8 Real Estate 0.0291 0.0155 -0.0515 -0.0096 0.1091 -0.0902 2.22 3.552600e+08 1.98 0.0031 7.028400e+08
9 Technology 0.0889 -0.0306 -0.0989 -0.0704 0.1030 -0.1294 1.98 1.650000e+09 1.91 0.0251 3.160000e+09
10 Utilities 0.0090 0.0609 0.0065 0.0638 0.1145 -0.0122 2.32 1.613700e+08 2.25 -0.0063 3.625100e+08
1W 1M 3M 6M 1Y YTD Recom Avg Volume Rel Volume Change Volume
0 Basic Materials 0.0303 0.0337 0.0721 0.1212 0.1058 0.0419 2.21 5.643900e+08 1.70 0.0070 9.613600e+08
1 Communication Services 0.0637 -0.0258 -0.1031 -0.1558 -0.0248 -0.1145 1.88 7.649600e+08 1.78 0.0169 1.360000e+09
2 Consumer Cyclical 0.1093 -0.0505 -0.0915 -0.1022 -0.0962 -0.1226 2.06 1.340000e+09 1.78 0.0256 2.390000e+09
3 Consumer Defensive 0.0475 -0.0126 -0.0218 0.0161 0.0506 -0.0392 2.23 4.557200e+08 1.71 0.0063 7.792700e+08
4 Energy -0.0182 0.0352 0.2454 0.3398 0.3865 0.2319 2.23 8.874100e+08 1.38 -0.0003 1.230000e+09
5 Financial 0.0690 -0.0310 -0.0012 0.0172 0.0777 -0.0049 2.23 1.050000e+09 1.67 0.0059 1.750000e+09
6 Healthcare 0.0669 0.0299 -0.0388 -0.0592 0.0399 -0.0565 2.05 1.420000e+09 1.66 0.0086 2.360000e+09
7 Industrials 0.0541 0.0143 -0.0165 0.0164 0.0458 -0.0400 2.26 6.727100e+08 1.56 0.0062 1.050000e+09
8 Real Estate 0.0291 0.0155 -0.0515 -0.0096 0.1091 -0.0902 2.22 3.552600e+08 1.98 0.0031 7.028400e+08
9 Technology 0.0889 -0.0306 -0.0989 -0.0704 0.1030 -0.1294 1.98 1.650000e+09 1.91 0.0251 3.160000e+09
10 Utilities 0.0090 0.0609 0.0065 0.0638 0.1145 -0.0122 2.32 1.613700e+08 2.25 -0.0063 3.625100e+08

24
tests/openbb_terminal/economy/txt/test_finviz_view/test_display_valuation[False].txt vendored
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@@ -1,12 +1,12 @@
MarketCap P/E FwdP/E PEG P/S P/B P/C P/FCF EPSpast5Y EPSnext5Y Salespast5Y Change Volume
0 Basic Materials 2260.70B 11.05 14.06 0.74 1.63 2.30 13.15 20.31 0.3022 0.1501 0.1231 0.0070 9.613600e+08
1 Communication Services 7417.63B 21.39 15.17 1.05 3.45 3.26 14.19 34.05 0.2059 0.2033 0.2022 0.0169 1.360000e+09
2 Consumer Cyclical 7410.15B 25.88 14.36 1.14 1.10 3.56 10.19 41.54 0.2838 0.2265 0.2012 0.0256 2.390000e+09
3 Consumer Defensive 3737.73B 24.83 21.23 2.68 1.39 4.09 20.36 43.20 0.0850 0.0925 0.0486 0.0063 7.792700e+08
4 Energy 3488.00B 12.39 9.63 1.11 0.96 1.26 10.18 14.97 0.2792 0.1112 0.0878 -0.0003 1.230000e+09
5 Financial 10142.30B 12.87 13.70 1.04 2.96 0.01 0.59 12.79 0.1888 0.1240 0.0734 0.0059 1.750000e+09
6 Healthcare 7812.17B 24.97 15.52 2.22 2.23 3.66 12.91 29.47 0.1617 0.1123 0.1602 0.0086 2.360000e+09
7 Industrials 4981.60B 23.34 17.07 1.56 2.02 4.00 13.74 32.77 0.1624 0.1492 0.0566 0.0062 1.050000e+09
8 Real Estate 1786.12B 27.99 31.37 2.79 5.64 1.83 23.32 61.52 0.1051 0.1005 0.1014 0.0031 7.028400e+08
9 Technology 14089.76B 30.43 22.63 1.76 5.14 4.53 16.32 35.65 0.2480 0.1731 0.1491 0.0251 3.160000e+09
10 Utilities 1445.62B 26.13 3.29 3.71 1.82 1.42 32.47 65.99 0.0141 0.0704 0.0520 -0.0063 3.625100e+08
Market Cap P/E Fwd P/E PEG P/S P/B P/C P/FCF EPS past 5Y EPS next 5Y Sales past 5Y Change Volume
0 Basic Materials 2260.70B 11.05 14.06 0.74 1.63 2.30 13.15 20.31 0.3022 0.1501 0.1231 0.0070 9.613600e+08
1 Communication Services 7417.63B 21.39 15.17 1.05 3.45 3.26 14.19 34.05 0.2059 0.2033 0.2022 0.0169 1.360000e+09
2 Consumer Cyclical 7410.15B 25.88 14.36 1.14 1.10 3.56 10.19 41.54 0.2838 0.2265 0.2012 0.0256 2.390000e+09
3 Consumer Defensive 3737.73B 24.83 21.23 2.68 1.39 4.09 20.36 43.20 0.0850 0.0925 0.0486 0.0063 7.792700e+08
4 Energy 3488.00B 12.39 9.63 1.11 0.96 1.26 10.18 14.97 0.2792 0.1112 0.0878 -0.0003 1.230000e+09
5 Financial 10142.30B 12.87 13.70 1.04 2.96 0.01 0.59 12.79 0.1888 0.1240 0.0734 0.0059 1.750000e+09
6 Healthcare 7812.17B 24.97 15.52 2.22 2.23 3.66 12.91 29.47 0.1617 0.1123 0.1602 0.0086 2.360000e+09
7 Industrials 4981.60B 23.34 17.07 1.56 2.02 4.00 13.74 32.77 0.1624 0.1492 0.0566 0.0062 1.050000e+09
8 Real Estate 1786.12B 27.99 31.37 2.79 5.64 1.83 23.32 61.52 0.1051 0.1005 0.1014 0.0031 7.028400e+08
9 Technology 14089.76B 30.43 22.63 1.76 5.14 4.53 16.32 35.65 0.2480 0.1731 0.1491 0.0251 3.160000e+09
10 Utilities 1445.62B 26.13 3.29 3.71 1.82 1.42 32.47 65.99 0.0141 0.0704 0.0520 -0.0063 3.625100e+08

24
tests/openbb_terminal/economy/txt/test_finviz_view/test_display_valuation[True].txt vendored
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@@ -1,12 +1,12 @@
MarketCap P/E FwdP/E PEG P/S P/B P/C P/FCF EPSpast5Y EPSnext5Y Salespast5Y Change Volume
0 Basic Materials 2260.70B 11.05 14.06 0.74 1.63 2.30 13.15 20.31 0.3022 0.1501 0.1231 0.0070 9.613600e+08
1 Communication Services 7417.63B 21.39 15.17 1.05 3.45 3.26 14.19 34.05 0.2059 0.2033 0.2022 0.0169 1.360000e+09
2 Consumer Cyclical 7410.15B 25.88 14.36 1.14 1.10 3.56 10.19 41.54 0.2838 0.2265 0.2012 0.0256 2.390000e+09
3 Consumer Defensive 3737.73B 24.83 21.23 2.68 1.39 4.09 20.36 43.20 0.0850 0.0925 0.0486 0.0063 7.792700e+08
4 Energy 3488.00B 12.39 9.63 1.11 0.96 1.26 10.18 14.97 0.2792 0.1112 0.0878 -0.0003 1.230000e+09
5 Financial 10142.30B 12.87 13.70 1.04 2.96 0.01 0.59 12.79 0.1888 0.1240 0.0734 0.0059 1.750000e+09
6 Healthcare 7812.17B 24.97 15.52 2.22 2.23 3.66 12.91 29.47 0.1617 0.1123 0.1602 0.0086 2.360000e+09
7 Industrials 4981.60B 23.34 17.07 1.56 2.02 4.00 13.74 32.77 0.1624 0.1492 0.0566 0.0062 1.050000e+09
8 Real Estate 1786.12B 27.99 31.37 2.79 5.64 1.83 23.32 61.52 0.1051 0.1005 0.1014 0.0031 7.028400e+08
9 Technology 14089.76B 30.43 22.63 1.76 5.14 4.53 16.32 35.65 0.2480 0.1731 0.1491 0.0251 3.160000e+09
10 Utilities 1445.62B 26.13 3.29 3.71 1.82 1.42 32.47 65.99 0.0141 0.0704 0.0520 -0.0063 3.625100e+08
Market Cap P/E Fwd P/E PEG P/S P/B P/C P/FCF EPS past 5Y EPS next 5Y Sales past 5Y Change Volume
0 Basic Materials 2260.70B 11.05 14.06 0.74 1.63 2.30 13.15 20.31 0.3022 0.1501 0.1231 0.0070 9.613600e+08
1 Communication Services 7417.63B 21.39 15.17 1.05 3.45 3.26 14.19 34.05 0.2059 0.2033 0.2022 0.0169 1.360000e+09
2 Consumer Cyclical 7410.15B 25.88 14.36 1.14 1.10 3.56 10.19 41.54 0.2838 0.2265 0.2012 0.0256 2.390000e+09
3 Consumer Defensive 3737.73B 24.83 21.23 2.68 1.39 4.09 20.36 43.20 0.0850 0.0925 0.0486 0.0063 7.792700e+08
4 Energy 3488.00B 12.39 9.63 1.11 0.96 1.26 10.18 14.97 0.2792 0.1112 0.0878 -0.0003 1.230000e+09
5 Financial 10142.30B 12.87 13.70 1.04 2.96 0.01 0.59 12.79 0.1888 0.1240 0.0734 0.0059 1.750000e+09
6 Healthcare 7812.17B 24.97 15.52 2.22 2.23 3.66 12.91 29.47 0.1617 0.1123 0.1602 0.0086 2.360000e+09
7 Industrials 4981.60B 23.34 17.07 1.56 2.02 4.00 13.74 32.77 0.1624 0.1492 0.0566 0.0062 1.050000e+09
8 Real Estate 1786.12B 27.99 31.37 2.79 5.64 1.83 23.32 61.52 0.1051 0.1005 0.1014 0.0031 7.028400e+08
9 Technology 14089.76B 30.43 22.63 1.76 5.14 4.53 16.32 35.65 0.2480 0.1731 0.1491 0.0251 3.160000e+09
10 Utilities 1445.62B 26.13 3.29 3.71 1.82 1.42 32.47 65.99 0.0141 0.0704 0.0520 -0.0063 3.625100e+08