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': 0.46797527935306, 'aggregate_val': 9822400000, 'exp_sum': 18462300000, 'exp_to_value': {'CostOfGoodsAndServicesSold': 8872000000, 'SellingAndMarketingExpense': 0, 'GeneralAndAdministrativeExpense': 1343100000, 'remainder_Expenses': 8247200000}}
info	Minor missing amount for aggregate added to remainder	industry.us_generic	{'aggregate': 'Expenses', 'missing_ratio': 0.483412347520375, 'aggregate_val': 9697900000, 'exp_sum': 18773000000, 'exp_to_value': {'CostOfGoodsAndServicesSold': 9075100000, 'SellingAndMarketingExpense': 0, 'GeneralAndAdministrativeExpense': 1342500000, 'remainder_Expenses': 8355400000}}
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	10,950,400,000
1	AssetsNonCurrent	428,100,000
2	IntangibleAssets	6,987,100,000
3	PropertyPlantAndEquipment	636,700,000
4	remainder_Assets	265,000,000
5	LiabilitiesCurrent	10,330,900,000
6	LiabilitiesNonCurrent	4,890,300,000
7	remainder_Liabilities	0
8	CostOfGoodsAndServicesSold	9,075,100,000
9	SellingAndMarketingExpense	0
10	GeneralAndAdministrativeExpense	1,342,500,000
11	remainder_Expenses	-719,700,000
12	remainder_Revenues	10,889,300,000
13	remainder_NetIncome	-73,300,000
14	remainder_ComprehensiveNetIncome	27,800,000

	yvar	yval
0	Assets	19,267,300,000
1	Liabilities	15,221,200,000
2	Expenses	9,697,900,000
3	Revenues	10,889,300,000
4	StockholdersEquity	4,046,100,000
5	NetIncome	1,118,100,000
6	ComprehensiveNetIncome	1,145,900,000
7	BaseVar	27,588,400,000
8	EconomicCapitalRatiobeforeLimitedLiability	0.233
9	EconomicCapitalRatio	0.903