QA: Interpublic Group OF Companies INC in us

Logs

warning	The stock price does not exist	industry.us_generic	{}
info	Minor missing amount for aggregate added to remainder	industry.us_generic	{'aggregate': 'Expenses', 'missing_ratio': 0.480838793632231, 'aggregate_val': 9056300000, 'exp_sum': 17444100000, 'exp_to_value': {'CostOfGoodsAndServicesSold': 8387800000, 'SellingAndMarketingExpense': 0, 'GeneralAndAdministrativeExpense': 1279600000, 'remainder_Expenses': 7776700000}}
info	Minor missing amount for aggregate added to remainder	industry.us_generic	{'aggregate': 'Expenses', 'missing_ratio': 0.4761828289067325, 'aggregate_val': 8480600000, 'exp_sum': 16190000000, 'exp_to_value': {'CostOfGoodsAndServicesSold': 7709400000, 'SellingAndMarketingExpense': 0, 'GeneralAndAdministrativeExpense': 1367900000, 'remainder_Expenses': 7112700000}}
info	Failed to set obs_EconomicCapitalRatio	industry.us_generic	{'reason': "KeyError('0000051644')"}
info	Added remainder_ComprehensiveNetIncome directly from 10K	industry.us_generic	{}

	xvar	xval
0	AssetsCurrent	9,367,600,000
1	AssetsNonCurrent	726,400,000
2	IntangibleAssets	7,258,400,000
3	PropertyPlantAndEquipment	690,300,000
4	remainder_Assets	0
5	LiabilitiesCurrent	9,580,500,000
6	LiabilitiesNonCurrent	5,425,200,000
7	remainder_Liabilities	0
8	CostOfGoodsAndServicesSold	7,709,400,000
9	SellingAndMarketingExpense	0
10	GeneralAndAdministrativeExpense	1,367,900,000
11	remainder_Expenses	-596,700,000
12	remainder_Revenues	9,061,000,000
13	remainder_NetIncome	-226,200,000
14	remainder_ComprehensiveNetIncome	46,700,000

	yvar	yval
0	Assets	18,042,700,000
1	Liabilities	15,005,700,000
2	Expenses	8,480,600,000
3	Revenues	9,061,000,000
4	StockholdersEquity	3,037,000,000
5	NetIncome	354,200,000
6	ComprehensiveNetIncome	400,900,000
7	BaseVar	25,431,450,000
8	EconomicCapitalRatiobeforeLimitedLiability	0.155
9	EconomicCapitalRatio	0.832