MIS770 Foundation Skills In Data Analysis

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Course Code: MIS770
University: Kaplan Business School
Country: Australia

Question:

The purpose of this assignment is to investigate a dataset utilising the knowledge learned in Modules One and Two. This will enable conclusions to be drawn that ultimately assist in decision making.The assignment requires you to analyse a given dataset, interpret the results, and then draw conclusions such that you are able to reply to specific questions being asked of you in the form of a report. (These questions are asked in the following memorandum).

The aims of the assignment is to:
• provide you with some examples of the application of data analysis within an organisation
• test your understanding of the material in the relevant topics
• test your ability to analyse and interpret your results
• test your ability to effectively communicate the results of your analysis to others
Before tackling the assignment, make sure you have prepared yourself well. As a minimum, please read the relevant sections of the prescribed text and listen/watch the pre-recorded material for Modules 1 and 2.

Answer:

WorkHrs		WORK HOURS	NO OF EMPLOYEES
28		Less than 40 hours	44
29		40 hours	178
30		41-60 hours	152
30		61 hours and above	26

Work Hours	Occupation	Job Satisfaction	MemUnion
Less than 40 hours	Prof'nal	Very Sat	No Union
Less than 40 hours	Admin	Very Sat	No Union
Less than 40 hours	Laborer	Very Sat	No Union			Number of hours	No Union	Yes Union	Grand Total
Less than 40 hours	Manag	Mod Sat	No Union			40 hours	144	34	178
Less than 40 hours	Prod'n	Little Dissat	No Union			41-60 hours	132	20	152
Less than 40 hours	Laborer	Mod Sat	No Union			61 hours and above	20	6	26
Less than 40 hours	Tech/Sales	Very Sat	No Union			Less than 40 hours	35	9	44
Less than 40 hours	Service	Very Sat	No Union			Grand Total	331	69	400
Less than 40 hours	Prof'nal	Very Sat	No Union
Less than 40 hours	Prof'nal	Very Sat	Yes Union
Less than 40 hours	Manag	Very Dissat	Yes Union
Less than 40 hours	Prof'nal	Very Sat	Yes Union
Less than 40 hours	Laborer	Mod Sat	Yes Union			Occupation	No Union	Yes Union	Grand Total
Less than 40 hours	Admin	Very Sat	No Union			Admin	56	9	65
Less than 40 hours	Service	Very Sat	No Union			Laborer	44	20	64
Less than 40 hours	Admin	Mod Sat	No Union			Manag	61	4	65
Less than 40 hours	Manag	Very Sat	No Union			Prod'n	41	13	54
Less than 40 hours	Laborer	Mod Sat	No Union			Prof'nal	54	12	66
Less than 40 hours	Admin	Mod Sat	No Union			Service	25	4	29
Less than 40 hours	Prof'nal	Mod Sat	No Union			Tech/Sales	50	7	57
Less than 40 hours	Prod'n	Mod Sat	No Union			Grand Total	331	69	400
Less than 40 hours	Laborer	Very Sat	No Union
Less than 40 hours	Prof'nal	Very Sat	No Union
Less than 40 hours	Admin	Very Sat	Yes Union
Less than 40 hours	Prof'nal	Mod Sat	No Union
Less than 40 hours	Admin	Very Sat	No Union			Satisfaction	No Union	Yes Union	Grand Total
Less than 40 hours	Prof'nal	Mod Sat	No Union			Little Dissat	19	8	27
Less than 40 hours	Prof'nal	Very Sat	Yes Union			Mod Sat	143	28	171
Less than 40 hours	Laborer	Mod Sat	No Union			Very Dissat	12	5	17
Less than 40 hours	Tech/Sales	Very Sat	Yes Union			Very Sat	157	28	185
Less than 40 hours	Admin	Mod Sat	No Union			Grand Total	331	69	400
Less than 40 hours	Admin	Very Dissat	Yes Union
Less than 40 hours	Manag	Mod Sat	No Union
Less than 40 hours	Manag	Very Sat	No Union
Less than 40 hours	Admin	Very Dissat	No Union
Less than 40 hours	Laborer	Mod Sat	Yes Union
Less than 40 hours	Admin	Mod Sat	No Union
Less than 40 hours	Tech/Sales	Very Sat	No Union
Less than 40 hours	Tech/Sales	Mod Sat	No Union
Less than 40 hours	Laborer	Very Sat	No Union
Less than 40 hours	Service	Mod Sat	No Union
Less than 40 hours	Tech/Sales	Mod Sat	No Union
Less than 40 hours	Manag	Very Dissat	No Union
Less than 40 hours	Manag	Very Sat	No Union
40 hours	Manag	Mod Sat	No Union
40 hours	Tech/Sales	Very Sat	Yes Union
40 hours	Tech/Sales	Very Sat	No Union
40 hours	Service	Mod Sat	No Union
40 hours	Prod'n	Mod Sat	No Union
40 hours	Tech/Sales	Mod Sat	No Union
40 hours	Admin	Little Dissat	No Union
40 hours	Laborer	Mod Sat	Yes Union
40 hours	Service	Very Sat	No Union
40 hours	Tech/Sales	Very Sat	No Union
40 hours	Manag	Mod Sat	No Union
40 hours	Admin	Very Dissat	No Union
40 hours	Admin	Very Sat	No Union
40 hours	Prod'n	Very Sat	No Union
40 hours	Admin	Mod Sat	No Union
40 hours	Prof'nal	Very Sat	No Union
40 hours	Prof'nal	Very Sat	No Union
40 hours	Tech/Sales	Mod Sat	No Union
40 hours	Prod'n	Very Sat	No Union
40 hours	Admin	Very Sat	No Union
40 hours	Prof'nal	Very Sat	No Union
40 hours	Prof'nal	Very Sat	No Union
40 hours	Manag	Mod Sat	No Union
40 hours	Service	Mod Sat	No Union
40 hours	Manag	Very Sat	No Union
40 hours	Manag	Very Sat	No Union
40 hours	Manag	Very Sat	No Union
40 hours	Prof'nal	Mod Sat	No Union
40 hours	Prof'nal	Very Dissat	Yes Union
40 hours	Manag	Very Sat	No Union
40 hours	Tech/Sales	Mod Sat	No Union
40 hours	Admin	Very Sat	No Union
40 hours	Manag	Mod Sat	No Union
40 hours	Service	Mod Sat	No Union
40 hours	Manag	Very Dissat	No Union
40 hours	Prod'n	Mod Sat	No Union
40 hours	Tech/Sales	Very Sat	No Union
40 hours	Prof'nal	Mod Sat	No Union
40 hours	Prof'nal	Mod Sat	Yes Union
40 hours	Prod'n	Mod Sat	Yes Union
40 hours	Admin	Mod Sat	No Union
40 hours	Manag	Very Sat	No Union
40 hours	Admin	Mod Sat	No Union
40 hours	Prod'n	Mod Sat	Yes Union
40 hours	Laborer	Very Sat	No Union
40 hours	Prod'n	Mod Sat	No Union
40 hours	Admin	Mod Sat	No Union
40 hours	Prof'nal	Mod Sat	No Union
40 hours	Prof'nal	Very Dissat	Yes Union
40 hours	Tech/Sales	Very Sat	No Union
40 hours	Admin	Mod Sat	No Union
40 hours	Tech/Sales	Little Dissat	No Union
40 hours	Admin	Very Sat	No Union
40 hours	Laborer	Mod Sat	No Union
40 hours	Tech/Sales	Mod Sat	No Union
40 hours	Prod'n	Little Dissat	Yes Union
40 hours	Admin	Little Dissat	Yes Union
40 hours	Admin	Mod Sat	No Union
40 hours	Prof'nal	Mod Sat	No Union
40 hours	Service	Mod Sat	No Union
40 hours	Manag	Very Sat	No Union
40 hours	Service	Very Sat	No Union
40 hours	Service	Very Sat	No Union
40 hours	Admin	Very Sat	No Union
40 hours	Laborer	Mod Sat	No Union
40 hours	Service	Very Sat	Yes Union
40 hours	Tech/Sales	Mod Sat	No Union
40 hours	Prod'n	Mod Sat	No Union
40 hours	Admin	Mod Sat	No Union
40 hours	Admin	Very Sat	No Union
40 hours	Tech/Sales	Mod Sat	No Union
40 hours	Manag	Mod Sat	No Union
40 hours	Prod'n	Mod Sat	No Union
40 hours	Tech/Sales	Very Sat	No Union
40 hours	Tech/Sales	Mod Sat	Yes Union
40 hours	Tech/Sales	Very Sat	No Union
40 hours	Service	Very Sat	Yes Union
40 hours	Admin	Very Sat	Yes Union
40 hours	Service	Very Sat	No Union
40 hours	Admin	Mod Sat	Yes Union
40 hours	Laborer	Little Dissat	Yes Union
40 hours	Tech/Sales	Little Dissat	Yes Union
40 hours	Prof'nal	Very Sat	No Union
40 hours	Prof'nal	Very Sat	No Union
40 hours	Prod'n	Very Dissat	No Union
40 hours	Tech/Sales	Very Dissat	No Union
40 hours	Admin	Mod Sat	No Union
40 hours	Tech/Sales	Mod Sat	No Union
40 hours	Prof'nal	Little Dissat	No Union
40 hours	Tech/Sales	Very Sat	No Union
40 hours	Laborer	Mod Sat	Yes Union
40 hours	Admin	Mod Sat	No Union
40 hours	Admin	Mod Sat	No Union
40 hours	Laborer	Very Sat	No Union
40 hours	Tech/Sales	Very Sat	No Union
40 hours	Service	Very Sat	No Union
40 hours	Tech/Sales	Very Sat	No Union
40 hours	Tech/Sales	Mod Sat	No Union
40 hours	Admin	Little Dissat	No Union
40 hours	Admin	Very Sat	No Union
40 hours	Admin	Very Sat	No Union
40 hours	Prod'n	Mod Sat	No Union
40 hours	Manag	Mod Sat	No Union
40 hours	Laborer	Very Sat	Yes Union
40 hours	Tech/Sales	Very Sat	No Union
40 hours	Service	Mod Sat	No Union
40 hours	Admin	Very Sat	No Union
40 hours	Laborer	Mod Sat	No Union
40 hours	Prof'nal	Very Sat	No Union
40 hours	Prof'nal	Mod Sat	No Union
40 hours	Admin	Very Sat	No Union
40 hours	Prod'n	Very Sat	Yes Union
40 hours	Service	Mod Sat	No Union
40 hours	Admin	Mod Sat	No Union
40 hours	Manag	Mod Sat	No Union
40 hours	Manag	Very Sat	No Union
40 hours	Manag	Very Sat	No Union
40 hours	Laborer	Mod Sat	Yes Union
40 hours	Laborer	Very Sat	No Union
40 hours	Prod'n	Mod Sat	No Union
40 hours	Manag	Very Sat	No Union
40 hours	Admin	Little Dissat	Yes Union
40 hours	Prof'nal	Very Sat	No Union
40 hours	Prod'n	Mod Sat	No Union
40 hours	Manag	Mod Sat	Yes Union
40 hours	Laborer	Very Dissat	No Union
40 hours	Admin	Mod Sat	No Union
40 hours	Prod'n	Very Sat	Yes Union
40 hours	Prof'nal	Very Sat	Yes Union
40 hours	Tech/Sales	Very Sat	No Union
40 hours	Manag	Mod Sat	No Union
40 hours	Prof'nal	Very Sat	No Union
40 hours	Prod'n	Very Sat	No Union
40 hours	Service	Very Sat	No Union
40 hours	Manag	Very Sat	No Union
40 hours	Manag	Very Sat	No Union
40 hours	Manag	Very Sat	Yes Union
40 hours	Manag	Very Sat	No Union
40 hours	Prof'nal	Very Sat	No Union
40 hours	Laborer	Mod Sat	No Union
40 hours	Admin	Very Sat	No Union
40 hours	Prof'nal	Very Sat	No Union
40 hours	Prod'n	Mod Sat	No Union
40 hours	Tech/Sales	Very Sat	No Union
40 hours	Admin	Very Sat	No Union
40 hours	Prof'nal	Very Sat	Yes Union
40 hours	Admin	Very Sat	Yes Union
40 hours	Tech/Sales	Very Sat	No Union
40 hours	Manag	Mod Sat	No Union
40 hours	Prod'n	Very Sat	Yes Union
40 hours	Tech/Sales	Very Sat	No Union
40 hours	Laborer	Very Sat	No Union
40 hours	Service	Very Sat	No Union
40 hours	Prod'n	Very Sat	No Union
40 hours	Prod'n	Very Sat	No Union
40 hours	Prod'n	Mod Sat	Yes Union
40 hours	Prof'nal	Very Sat	Yes Union
40 hours	Tech/Sales	Very Dissat	Yes Union
40 hours	Laborer	Mod Sat	No Union
40 hours	Laborer	Mod Sat	Yes Union
40 hours	Admin	Very Sat	No Union
40 hours	Laborer	Little Dissat	No Union
40 hours	Tech/Sales	Mod Sat	No Union
40 hours	Prod'n	Mod Sat	No Union
40 hours	Prod'n	Mod Sat	No Union
40 hours	Prod'n	Mod Sat	No Union
40 hours	Prof'nal	Very Sat	No Union
40 hours	Laborer	Mod Sat	No Union
40 hours	Laborer	Very Sat	No Union
40 hours	Admin	Mod Sat	No Union
40 hours	Laborer	Mod Sat	No Union
40 hours	Prof'nal	Very Sat	No Union
40 hours	Laborer	Mod Sat	No Union
40 hours	Laborer	Mod Sat	No Union
40 hours	Admin	Mod Sat	Yes Union
40 hours	Prof'nal	Very Sat	No Union
40 hours	Manag	Mod Sat	No Union
40 hours	Laborer	Mod Sat	Yes Union
41-60 hours	Admin	Mod Sat	No Union
41-60 hours	Prof'nal	Very Dissat	No Union
41-60 hours	Admin	Mod Sat	No Union
41-60 hours	Prod'n	Little Dissat	No Union
41-60 hours	Tech/Sales	Very Dissat	No Union
41-60 hours	Admin	Mod Sat	No Union
41-60 hours	Laborer	Little Dissat	Yes Union
41-60 hours	Tech/Sales	Mod Sat	No Union
41-60 hours	Service	Mod Sat	No Union
41-60 hours	Manag	Very Sat	No Union
41-60 hours	Admin	Very Sat	No Union
41-60 hours	Manag	Very Sat	No Union
41-60 hours	Service	Very Sat	No Union
41-60 hours	Prod'n	Mod Sat	Yes Union
41-60 hours	Laborer	Mod Sat	Yes Union
41-60 hours	Prod'n	Mod Sat	Yes Union
41-60 hours	Admin	Little Dissat	No Union
41-60 hours	Service	Mod Sat	No Union
41-60 hours	Laborer	Little Dissat	No Union
41-60 hours	Prof'nal	Mod Sat	No Union
41-60 hours	Manag	Little Dissat	No Union
41-60 hours	Prof'nal	Very Sat	No Union
41-60 hours	Admin	Very Sat	No Union
41-60 hours	Tech/Sales	Very Sat	No Union
41-60 hours	Manag	Very Sat	No Union
41-60 hours	Manag	Little Dissat	No Union
41-60 hours	Admin	Very Sat	No Union
41-60 hours	Laborer	Mod Sat	No Union
41-60 hours	Prof'nal	Mod Sat	No Union
41-60 hours	Service	Mod Sat	No Union
41-60 hours	Tech/Sales	Mod Sat	No Union
41-60 hours	Admin	Very Sat	No Union
41-60 hours	Prof'nal	Mod Sat	No Union
41-60 hours	Tech/Sales	Very Sat	No Union
41-60 hours	Laborer	Very Sat	Yes Union
41-60 hours	Prof'nal	Very Sat	No Union
41-60 hours	Admin	Mod Sat	No Union
41-60 hours	Prof'nal	Very Sat	No Union
41-60 hours	Prod'n	Mod Sat	No Union
41-60 hours	Manag	Very Sat	No Union
41-60 hours	Manag	Mod Sat	Yes Union
41-60 hours	Laborer	Mod Sat	Yes Union
41-60 hours	Prod'n	Very Sat	No Union
41-60 hours	Manag	Mod Sat	No Union
41-60 hours	Tech/Sales	Very Sat	No Union
41-60 hours	Admin	Very Sat	No Union
41-60 hours	Manag	Very Sat	No Union
41-60 hours	Manag	Mod Sat	No Union
41-60 hours	Laborer	Very Sat	No Union
41-60 hours	Admin	Mod Sat	No Union
41-60 hours	Service	Very Sat	No Union
41-60 hours	Laborer	Mod Sat	Yes Union
41-60 hours	Laborer	Mod Sat	No Union
41-60 hours	Tech/Sales	Very Sat	No Union
41-60 hours	Laborer	Mod Sat	Yes Union
41-60 hours	Laborer	Mod Sat	No Union
41-60 hours	Laborer	Mod Sat	Yes Union
41-60 hours	Prod'n	Mod Sat	No Union
41-60 hours	Admin	Little Dissat	No Union
41-60 hours	Prof'nal	Mod Sat	No Union
41-60 hours	Manag	Mod Sat	No Union
41-60 hours	Admin	Very Sat	No Union
41-60 hours	Prof'nal	Mod Sat	No Union
41-60 hours	Laborer	Very Sat	No Union
41-60 hours	Service	Very Sat	No Union
41-60 hours	Tech/Sales	Mod Sat	No Union
41-60 hours	Manag	Very Sat	No Union
41-60 hours	Manag	Mod Sat	No Union
41-60 hours	Manag	Very Sat	No Union
41-60 hours	Prod'n	Very Sat	No Union
41-60 hours	Prod'n	Very Sat	Yes Union
41-60 hours	Service	Mod Sat	Yes Union
41-60 hours	Admin	Mod Sat	Yes Union
41-60 hours	Laborer	Mod Sat	No Union
41-60 hours	Admin	Mod Sat	No Union
41-60 hours	Manag	Very Sat	No Union
41-60 hours	Prof'nal	Mod Sat	No Union
41-60 hours	Manag	Mod Sat	No Union
41-60 hours	Tech/Sales	Very Sat	No Union
41-60 hours	Prof'nal	Mod Sat	No Union
41-60 hours	Service	Very Sat	No Union
41-60 hours	Manag	Very Sat	No Union
41-60 hours	Prod'n	Mod Sat	No Union
41-60 hours	Manag	Very Sat	No Union
41-60 hours	Laborer	Mod Sat	Yes Union
41-60 hours	Prof'nal	Mod Sat	No Union
41-60 hours	Manag	Little Dissat	No Union
41-60 hours	Laborer	Very Sat	Yes Union
41-60 hours	Prod'n	Very Sat	No Union
41-60 hours	Laborer	Mod Sat	No Union
41-60 hours	Prof'nal	Mod Sat	No Union
41-60 hours	Laborer	Little Dissat	No Union
41-60 hours	Prod'n	Very Sat	No Union
41-60 hours	Laborer	Mod Sat	No Union
41-60 hours	Laborer	Mod Sat	No Union
41-60 hours	Prod'n	Very Sat	No Union
41-60 hours	Admin	Mod Sat	No Union
41-60 hours	Tech/Sales	Mod Sat	No Union
41-60 hours	Prof'nal	Very Sat	No Union
41-60 hours	Prod'n	Mod Sat	No Union
41-60 hours	Prof'nal	Very Sat	No Union
41-60 hours	Service	Very Sat	No Union
41-60 hours	Prof'nal	Very Sat	No Union
41-60 hours	Prod'n	Mod Sat	No Union
41-60 hours	Laborer	Very Sat	No Union
41-60 hours	Laborer	Mod Sat	No Union
41-60 hours	Prof'nal	Very Sat	No Union
41-60 hours	Tech/Sales	Mod Sat	No Union
41-60 hours	Prof'nal	Mod Sat	No Union
41-60 hours	Prod'n	Little Dissat	Yes Union
41-60 hours	Tech/Sales	Very Sat	No Union
41-60 hours	Manag	Mod Sat	No Union
41-60 hours	Manag	Very Sat	No Union
41-60 hours	Prof'nal	Mod Sat	No Union
41-60 hours	Prof'nal	Very Sat	No Union
41-60 hours	Manag	Very Sat	No Union
41-60 hours	Manag	Mod Sat	No Union
41-60 hours	Laborer	Very Sat	Yes Union
41-60 hours	Manag	Mod Sat	No Union
41-60 hours	Manag	Mod Sat	No Union
41-60 hours	Admin	Very Sat	No Union
41-60 hours	Prof'nal	Mod Sat	No Union
41-60 hours	Laborer	Mod Sat	No Union
41-60 hours	Prof'nal	Little Dissat	No Union
41-60 hours	Prof'nal	Mod Sat	No Union
41-60 hours	Laborer	Very Sat	No Union
41-60 hours	Tech/Sales	Mod Sat	No Union
41-60 hours	Manag	Very Dissat	No Union
41-60 hours	Tech/Sales	Very Sat	No Union
41-60 hours	Prod'n	Mod Sat	No Union
41-60 hours	Prof'nal	Very Sat	Yes Union
41-60 hours	Prof'nal	Very Sat	Yes Union
41-60 hours	Prod'n	Mod Sat	No Union
41-60 hours	Manag	Mod Sat	No Union
41-60 hours	Laborer	Mod Sat	No Union
41-60 hours	Manag	Mod Sat	No Union
41-60 hours	Admin	Very Dissat	No Union
41-60 hours	Laborer	Very Sat	No Union
41-60 hours	Tech/Sales	Mod Sat	No Union
41-60 hours	Prof'nal	Little Dissat	No Union
41-60 hours	Manag	Very Sat	No Union
41-60 hours	Prod'n	Very Sat	No Union
41-60 hours	Tech/Sales	Very Sat	No Union
41-60 hours	Prof'nal	Very Sat	No Union
41-60 hours	Prof'nal	Mod Sat	Yes Union
41-60 hours	Prof'nal	Mod Sat	No Union
41-60 hours	Laborer	Very Sat	No Union
41-60 hours	Tech/Sales	Very Sat	No Union
41-60 hours	Prof'nal	Mod Sat	No Union
41-60 hours	Tech/Sales	Very Sat	No Union
41-60 hours	Prod'n	Little Dissat	No Union
41-60 hours	Prod'n	Little Dissat	No Union
61 hours and above	Service	Very Sat	No Union
61 hours and above	Laborer	Very Sat	No Union
61 hours and above	Tech/Sales	Very Sat	No Union
61 hours and above	Laborer	Mod Sat	Yes Union
61 hours and above	Laborer	Mod Sat	No Union
61 hours and above	Manag	Very Sat	No Union
61 hours and above	Manag	Very Sat	No Union
61 hours and above	Laborer	Mod Sat	No Union
61 hours and above	Prod'n	Very Sat	Yes Union
61 hours and above	Prod'n	Very Sat	Yes Union
61 hours and above	Tech/Sales	Very Sat	No Union
61 hours and above	Manag	Very Sat	No Union
61 hours and above	Prod'n	Very Sat	No Union
61 hours and above	Prod'n	Very Sat	No Union
61 hours and above	Admin	Very Sat	No Union
61 hours and above	Prod'n	Very Sat	No Union
61 hours and above	Manag	Very Sat	No Union
61 hours and above	Prof'nal	Little Dissat	No Union
61 hours and above	Prod'n	Mod Sat	No Union
61 hours and above	Service	Very Sat	Yes Union
61 hours and above	Admin	Very Dissat	No Union
61 hours and above	Tech/Sales	Very Sat	No Union
61 hours and above	Laborer	Very Sat	No Union
61 hours and above	Prod'n	Very Sat	No Union
61 hours and above	Tech/Sales	Little Dissat	Yes Union
61 hours and above	Tech/Sales	Very Sat	Yes Union

PreTax Inc	Work Hrs	Occupation	Age	Educ Yrs	Sex	Earners	PreTax FamInc	WrkYears	EmpYears	NumPromo
98.3	50	1	35	20	1	2	105.3	14	3	0			PreTax Inc	Work Hrs	Occupation	Age	Educ Yrs	Sex	Earners	PreTax FamInc	WrkYears	EmpYears	NumPromo
45.7	30	7	64	14	2	2	101.9	25	11	0		PreTax Inc	1
60.5	40	1	33	15	1	2	105.6	12	9	2		Work Hrs	0.190035	1
40.2	40	3	23	14	1	1	40.2	3	1.5	0		Occupation	-0.24032	0.020887	1
45.2	50	4	33	12	2	1	45.2	15	4	3		Age	0.228153	-0.11436	-0.03248	1
55.7	40	3	60	14	1	1	55.7	40	20	0		Educ Yrs	0.287693	0.027927	-0.51692	-0.05876	1
35	40	5	37	14	2	1	35	10	1.5	0		Sex	-0.33869	-0.31036	-0.21526	0.002645	0.050876	1
38	40	6	25	13	2	3	69.5	10	1.5	0		Earners	-0.00578	0.015647	0.056641	0.052438	-0.05132	0.034501	1
80.8	50	2	39	18	1	1	80.8	15	5	0		PreTax FamInc	0.659669	0.081735	-0.23663	0.187522	0.264036	-0.09637	0.414852	1
58.4	30	1	35	16	1	1	58.4	15	3	2		WrkYears	0.304495	0.001123	0.034223	0.864781	-0.07926	-0.18163	0.058252	0.212235	1
51	32	2	35	12	2	1	53.5	13	1.5	0		EmpYears	0.228314	-0.02365	0.020228	0.544844	-0.11346	-0.07514	0.110126	0.113625	0.5568	1
96.6	55	6	49	13	1	2	113.5	30	5	0		NumPromo	0.118935	0.044666	-0.03328	0.081719	-0.02738	-0.14717	-0.0397	0.097089	0.119194	0.313214	1
53.3	40	3	34	12	2	2	75.2	12	6	1
35.8	40	4	50	14	2	1	37.4	20	10	0
47.5	40	7	49	4	1	1	47.6	31	22.08	0
84.2	40	5	39	16	1	2	87.2	23	0.5	0
52	40	3	61	12	2	1	54.6	20	0.75	0
46.6	40	1	59	16	1	1	55.4	43	1.5	1
53.1	40	4	25	16	1	1	53.1	7	1	1
30.5	50	7	20	11	1	2	34.3	3	1	3
55.7	64	3	37	13	2	1	55.7	20	3	0
44.3	49	4	24	12	2	2	47.4	7	5	1
53.3	30	6	33	10	1	2	62.8	17	5	0
53.8	55	3	30	16	1	1	53.8	14	5	1
45.2	50	5	43	13	1	4	111.8	27	12	2
56.1	40	4	56	16	2	1	56.9	36	30	3
62.7	40	6	35	15	1	2	71.8	18	0.5	0
34.7	40	4	35	16	1	2	66.9	15	0.75	2
43.7	40	2	42	16	2	3	71.2	25	5.5	0
51.3	48	1	34	12	2	2	87.7	18	3	0
44.1	42	4	50	14	2	3	89.6	33	3.5	1
50.3	50	3	34	12	2	4	54.2	15	8	2
36.4	45	5	41	13	1	2	38.5	24	2	0
37.9	40	2	44	16	2	3	54.2	9	5.5	0
40.4	40	3	27	17	2	2	56.2	11	7	0
46.3	40	6	40	13	1	3	49.9	23	10	1
41.6	32	2	33	16	2	2	66.6	12	2.58	0
68.7	50	1	38	19	1	2	88	19	15	4
38.4	89	3	41	15	1	1	39.2	23	1	0
35.4	40	4	32	12	1	1	35.4	16	0.16	0
73.7	48	1	58	14	1	2	76.5	42	36	4
37	40	2	28	16	2	1	40	7	12.33	1
31.5	45	7	18	12	1	5	75.5	1	1	0
37.7	40	2	33	16	2	1	39.3	14	3	0
31.8	38	3	34	9	2	3	63.7	18	1.5	1
52.8	40	1	48	17	2	1	53.5	22	6	2
36.3	40	5	21	14	2	2	80.7	3	0.66	0
64.7	40	1	26	16	2	2	85.3	13	3.5	1
95.6	40	1	39	18	1	1	111.8	23	3	0
70.1	40	1	29	17	2	1	70.1	20	16	0
47.6	40	2	31	18	1	1	49.4	9	4	0
56.3	45	2	33	19	1	1	57.4	7	4	1
50.3	32	1	36	18	1	2	91.3	16	4.08	1
61.5	62	5	28	12	1	2	67.1	12	5	3
49.8	40	2	40	17	2	1	64.1	23	4.5	0
52.2	40	1	25	16	1	2	63.2	2	2	0
60.2	40	3	39	16	2	1	65.2	14	2	1
42.5	40	4	27	12	1	3	52.5	10	5	0
40.1	40	1	40	17	1	2	55.1	18	11.83	4
31.6	40	5	27	9	2	3	68.9	4	4	0
70.6	50	1	53	16	1	3	95.1	36	10	0
42.5	46	1	39	13	2	2	70.3	23	1	0
76.7	72	6	47	14	1	1	79.5	27	5	0
35.5	40	1	27	11	2	2	50.4	5	2	2
37	40	6	40	10	2	2	39.3	13	4	0
36.5	30	7	27	12	1	1	37	27	0.5	0
63.3	50	1	35	15	1	1	63.3	18	10	0
42	40	3	25	16	1	3	72.3	8	2.5	0
30.2	35	7	53	9	1	1	35.6	34	5	0
61.3	40	2	35	16	1	1	61.3	13	6.41	3
74.2	48	7	43	12	1	2	87.9	26	11	2
39.8	40	2	33	14	2	3	82.5	12	2	1
70	40	6	48	12	1	3	74.1	32	21	4
43.6	55	1	29	16	1	1	54.8	11	1	1
39.3	40	4	26	13	2	1	39.6	10	4	5
36	40	1	23	16	2	1	36.9	6	0.75	0
38.1	48	4	30	14	2	2	61.8	4	1	1
41.7	40	4	53	12	2	1	55.7	15	12.5	1
59	40	6	53	12	1	2	63.9	30	0.08	0
50.9	40	7	43	14	1	1	50.9	37	2	0
52.3	40	6	30	13	1	2	59.3	11	10	2
37.9	40	4	27	14	1	2	66.5	17	0.5	0
59.8	35	2	59	15	1	2	89	42	6	0
57.2	40	2	36	16	2	1	58.8	19	12.5	1
74.6	40	2	52	16	1	2	76.7	30	21	1
38.8	50	6	40	14	1	2	77.4	24	1.5	1
59.6	59	7	29	17	1	2	66.6	8	2.83	0
98	40	3	40	14	1	2	112.9	23	4.33	0
45.2	45	1	36	12	2	1	45.9	20	10	1
84.5	45	2	38	20	1	1	85.7	21	4	2
48.6	43	1	64	13	2	1	55.2	21	7	1
81.7	55	1	43	16	2	2	98.8	25	18	2
55.1	46	1	28	16	2	1	58.3	12	0.16	0
40.6	40	4	52	14	2	1	67.3	20	3	1
33.7	30	3	48	12	2	2	56.1	15	1.66	0
60.8	40	3	52	12	1	2	116.2	35	0.08	0
39.7	40	4	43	12	2	2	77.8	27	9.41	1
47.1	36	4	39	13	2	3	51.2	21	16	0
59.2	50	6	29	15	1	1	83.6	8	1	0
41.1	48	5	34	14	1	2	53.4	17	10	2
48.4	50	5	25	14	1	1	49.9	8	3	0
35	42	6	32	12	1	1	35	14	1	0
34.6	40	7	49	12	2	4	102.5	20	4	0
37.8	45	4	40	12	2	1	37.8	20	0.5	0
49.2	32	2	39	18	1	3	82.6	18	2	0
43	40	3	32	16	1	1	43.5	15	3	3
40	40	6	25	10	1	1	40	8	2	3
43.1	36	4	42	16	2	1	54.2	25	12	1
46.8	40	4	37	13	1	4	54	18	16	0
39.3	50	4	28	12	2	1	39.3	8	3	0
30.3	60	3	23	16	1	3	58.4	6	1	1
36.7	40	4	37	12	2	2	46.5	20	10	0
35.9	43	4	35	12	2	1	35.9	9	1.5	1
45.8	35	4	63	12	2	1	58.7	45	22	1
43.9	41	4	29	13	1	2	63	10	3	2
38.9	50	7	33	14	1	2	42.4	16	1	0
56.3	44	6	26	12	1	1	56.3	10	2.5	0
78	40	2	50	20	2	2	118.7	34	8	0
45.7	40	5	49	15	1	3	70.8	25	3.41	0
71.8	35	2	44	17	2	3	81.6	27	22	0
42.1	31	5	25	15	1	2	59.8	7	1	1
44.8	40	1	44	16	2	3	68.2	14	5	3
35.6	37	4	42	14	2	1	36.4	24	2	0
48.5	60	1	36	12	2	3	79	17	9.5	1
42.5	40	5	41	12	1	1	43.4	24	10.5	1
58.2	40	5	26	12	1	1	58.2	8	1	0
40	40	4	42	12	2	2	43	15	7.08	0
57.3	65	7	27	14	1	2	59.7	10	2	0
36.7	40	7	48	12	2	3	66.8	20	9	0
71.8	40	5	65	12	1	4	88	49	12.41	2
42.7	40	3	33	14	2	2	103.3	15	3.75	0
62.5	40	6	44	8	1	1	69.2	27	11	1
64.4	55	2	48	19	1	4	86.8	28	5.66	0
70.5	50	4	37	16	1	2	79.2	20	8.5	2
101.7	70	3	52	16	1	1	101.7	36	1	0
75.3	60	3	38	16	1	2	79	20	2.66	0
36.2	40	4	35	12	2	2	63.4	10	2.5	3
62.6	43	1	34	16	1	1	62.6	12	5.5	1
62.3	52	6	34	12	1	1	62.3	16	13	2
54.6	40	4	27	16	2	2	89.3	10	5	4
42.5	46	7	23	12	1	2	45.3	6	1.41	0
67.1	50	1	62	11	1	1	67.1	45	52.25	4
59.1	76	5	41	13	1	2	66.1	24	27.16	4
34.9	38	7	26	15	1	2	59.1	9	0.5	1
36	42	3	36	18	2	2	91.2	19	1	0
53.1	40	3	37	16	1	4	71.2	19	19	4
41.2	40	1	39	12	2	1	41.2	20	10	0
41.7	40	6	33	11	1	1	59.2	15	1	2
45.1	40	3	61	10	2	1	45.5	30	13	3
36.1	54	3	20	10	1	2	42.5	3	3	0
50.4	60	6	31	12	1	1	52.4	14	12.5	3
48.6	50	2	28	17	1	2	51.1	6	4.58	2
45.2	40	3	22	14	1	1	45.2	9	1	0
50.6	40	3	36	17	1	1	50.6	15	7	3
61.5	45	3	48	16	2	1	62.1	26	4	0
47	41	2	47	19	2	1	56.3	15	1	0
50.9	67	6	51	12	1	3	67.4	33	32.33	0
55.1	44	7	48	12	1	2	83.2	31	24.75	2
33.9	37	7	30	14	2	2	63.4	10	4	0
32.1	40	5	40	10	2	2	35	20	17	0
42.7	42	4	29	15	2	2	63.1	13	4.33	0
46.7	48	7	35	16	1	2	66.6	19	12	1
40	40	4	61	13	2	1	40	25	18.33	0
42.7	38	5	38	14	1	3	69.5	21	2.66	2
47.1	40	5	40	12	1	2	86.2	23	3	1
39.7	40	4	32	12	2	2	58.9	15	11.58	3
65.3	52	7	32	12	1	1	65.3	14	13	3
54	40	7	33	12	1	2	66.4	12	11	0
77.8	60	2	39	20	1	2	98.6	22	17	2
53.3	45	1	58	20	2	2	55.5	20	12	0
65.3	52	7	47	16	1	1	66	30	8	0
58.1	40	3	50	14	1	2	70.5	32	22.5	2
34.7	50	1	24	16	1	2	45.3	7	1	0
55.5	40	2	30	12	1	1	55.5	13	1.5	0
68.6	60	2	31	20	1	2	71.2	15	3	1
64.8	60	6	37	13	1	1	65.5	18	3	0
44.7	50	3	44	13	2	4	76.6	27	10	0
60.1	50	2	41	15	1	3	65.1	25	6	2
71.4	55	2	46	18	1	2	110.4	29	7	4
49.9	49	2	57	18	1	3	54.6	38	34	0
43.7	32	7	61	8	1	2	46.6	40	40	0
46.4	40	2	58	10	1	1	46.4	40	3.91	0
50.8	40	6	49	13	1	2	78.7	25	6	0
33.6	40	3	30	13	2	2	41.9	5	2	0
40.5	40	4	55	12	2	1	40.5	20	15	2
65.7	40	3	32	16	1	1	65.7	15	7	1
38.9	32	4	29	12	2	2	41.9	12	3	1
57.9	40	2	47	18	2	1	57.9	30	2	0
67.7	60	1	32	12	1	2	89.7	15	12	5
59	40	3	44	16	1	2	89.6	27	22	4
52.4	55	1	34	20	1	1	52.4	11	4	1
51.2	60	7	38	14	1	2	70	21	15	2
46.7	60	1	42	12	2	3	58.2	26	22	3
36.4	42	7	30	12	1	1	37.3	13	1.5	0
46.1	40	7	29	10	1	2	48.6	13	0.25	0
33.2	40	4	38	12	2	2	36.7	22	1	0
58.7	40	4	32	12	2	1	58.7	8	6	0
31.9	40	7	55	14	2	2	44	35	29.5	1
79.3	50	5	47	16	1	4	109.2	30	23.58	3
62.3	70	1	40	16	1	1	62.3	18	2	0
46.9	40	3	37	16	1	1	46.9	11	5	2
38.7	40	5	43	14	2	2	41.3	24	22.25	1
43	55	1	32	12	2	2	52.2	16	11	1
37.3	40	3	31	14	2	2	47.6	16	10	2
58.3	89	3	44	12	1	2	66.1	24	0.66	0
79.3	50	1	39	12	1	2	94	18	11	2
36.3	72	4	41	12	1	1	36.3	24	18	0
54.4	40	3	30	14	1	2	58.3	13	11	3
51.4	65	7	58	8	1	3	62.3	41	3	0
73.8	75	2	55	18	1	2	94.3	38	29	2
46.4	68	6	60	12	1	1	55.4	54	10	4
34.4	40	4	29	16	2	3	48.3	6	3	0
33.4	40	4	42	12	2	1	49.7	26	1.08	1
43.1	38	3	41	16	1	1	46.9	12	12	0
32	48	7	35	14	1	2	35.8	19	7	1
42.8	50	6	24	12	1	2	54.5	7	3	0
50.7	45	1	39	16	1	1	54.1	22	9	2
35.3	35	4	38	13	2	1	35.3	17	4	1
47.9	35	2	37	16	2	1	55.2	20	14	0
35.5	60	4	47	14	2	3	88.7	21	1	0
47.3	40	4	38	12	2	4	92.6	20	10.5	4
65.8	45	4	41	12	1	1	69.4	24	8	4
57.7	35	2	41	20	2	2	81.6	24	17	0
49.5	60	7	38	15	1	2	69.7	21	4	1
45.9	45	7	29	12	1	2	53.5	11	3	0
46.8	40	6	38	12	1	2	54.1	20	7	0
61.2	40	1	33	15	1	1	61.2	11	10	0
40.4	45	2	26	16	2	1	73.9	4	4	0
46	60	3	25	16	1	1	59.9	8	3	0
39	45	5	62	11	1	2	54.2	42	23	0
33.1	40	7	42	12	1	2	45.8	20	12.83	0
43.4	40	3	31	14	2	2	65.6	11	5.5	0
39.3	56	4	33	9	1	1	43.2	16	4.5	0
31.1	55	7	21	12	2	4	55.7	4	2	0
33.7	40	5	50	9	2	2	44.8	20	10	0
82.8	40	4	36	12	2	1	83.4	19	2.16	0
45.2	50	1	41	16	2	1	46.9	22	2.33	0
41.1	57	2	27	13	1	2	48.3	10	0.33	1
56.6	47	3	42	17	1	1	59.2	25	5	0
49.3	60	2	28	12	1	2	64	11	5.5	5
39.3	40	7	46	8	1	4	44	30	2	0
52.2	40	2	32	18	2	1	52.2	14	5	0
63.6	46	6	40	15	1	1	71.4	22	18	6
48.1	40	2	39	16	2	2	88.7	20	5	1
30.3	43	5	30	14	2	2	48.9	13	0.25	1
45	45	3	33	17	2	1	46.3	16	1	0
37.8	45	4	27	15	2	1	37.8	10	2	0
35.4	40	4	37	14	2	1	35.4	15	15	3
35.3	40	6	56	13	1	1	35.3	34	1.83	0
34.4	40	5	30	14	1	2	52.4	14	6	0
45.9	65	1	36	14	2	1	46.6	19	6	0
35	40	4	32	12	2	2	45.4	11	10	0
50.3	50	7	44	13	1	2	57.7	25	15	0
72.7	80	4	48	14	1	2	76.1	31	9	1
65.7	40	1	39	16	1	2	88.5	17	16	1
48.6	45	2	31	20	2	1	48.6	14	1	0
36.2	60	1	39	16	1	1	36.8	20	3.25	0
64.7	40	1	62	15	1	2	69.4	45	27	2
38.1	72	6	21	12	1	4	97.9	5	1.08	0
75	40	1	62	14	1	3	105.4	45	1.91	2
47.5	45	3	34	12	1	3	65.2	17	2.08	1
45.2	40	7	35	11	1	1	48.4	16	13	0
41.4	45	7	41	12	1	1	41.4	22	0.25	0
45.5	50	2	45	16	2	2	90.4	21	20	3
36.1	40	7	54	10	1	3	46.4	33	33	2
51.9	40	6	51	16	1	1	53.5	34	6	1
70.4	40	1	52	14	1	1	73.7	35	31.91	3
36.2	60	6	29	13	1	2	61.2	13	5	1
60.7	40	4	44	18	2	2	69.2	24	22	0
74.9	50	1	40	16	1	2	102.7	20	6	1
38.1	40	2	41	18	2	2	67.1	24	0.25	0
70.9	45	2	31	12	1	1	75.1	14	0.66	0
34.2	37	4	38	17	2	1	69.2	20	5	0
47.6	46	1	43	12	2	1	47.6	28	14	1
46.1	40	6	40	14	1	1	46.1	22	15	1
43.9	40	1	41	19	2	2	75.3	26	4	0
78	48	3	64	12	1	2	118.6	48	29	3
47	51	2	40	13	2	2	49.7	23	17	0
53	40	7	52	8	1	1	53.2	35	20	2
37.1	40	4	41	13	2	2	52.4	15	4	0
46.6	40	6	38	12	1	2	49.6	20	11	3
36.8	29	4	69	12	2	1	36.8	27	25	3
46	40	2	26	18	2	1	46	10	1	0
40.8	40	3	26	14	1	1	40.8	9	1.5	1
41.3	40	1	45	12	1	1	64.1	28	0.58	1
43.4	40	2	26	16	2	1	49	9	8	3
61.2	55	1	33	14	1	1	68.8	16	7	4
40.8	32	5	38	12	2	2	79.4	19	3.5	1
59.2	40	6	36	14	1	1	59.8	20	18	2
71.6	60	3	36	16	1	1	71.6	12	5	0
48.1	36	1	45	13	2	2	80.3	25	21	4
47.5	50	7	45	12	1	2	67.6	29	17	2
39	40	5	34	14	2	1	39.5	16	4	1
59.6	40	1	51	13	2	2	105.9	30	24	4
50.2	40	1	38	16	2	2	110.5	6	6	4
43.2	32	4	58	13	2	1	43.2	37	5	0
71.2	50	6	54	14	1	2	86.7	37	5	0
96.4	32	1	57	12	1	2	114.2	38	34	0
39.5	54	2	43	18	1	1	44.6	27	13	2
37.7	45	4	40	13	2	3	51.4	20	7	1
49.4	40	1	45	16	2	4	73.3	25	4	0
62.8	50	7	54	14	1	1	62.8	38	27	2
34.7	40	1	43	13	1	2	43.3	26	26	0
40.5	35	7	48	16	2	1	40.9	27	3	0
40.4	40	2	44	16	1	1	40.4	27	2	0
38.2	40	7	57	11	2	2	50.1	45	15	2
35.3	40	4	20	12	2	2	47.1	3	1.5	0
63.4	28	2	49	19	2	1	65.3	25	1	3
58.5	40	2	39	14	1	1	58.5	18	10	1
56.6	40	6	41	14	1	1	59.4	21	11	1
51.2	40	3	37	15	1	1	51.2	20	5	0
38.1	40	4	65	13	2	1	38.2	22	13	1
50.4	40	2	50	18	1	1	50.4	33	23	3
53.4	34	2	57	16	2	4	108	14	11	0
66.6	40	4	48	12	1	4	91	32	25	1
87	50	2	53	19	1	4	90.1	35	11	0
53.7	60	2	52	16	2	2	71.4	32	18	0
59.4	52	2	38	14	1	1	79.9	19	1.5	1
51.3	40	3	33	16	2	1	51.3	9	1	0
111.9	45	2	63	16	1	4	118.3	35	32	0
53.7	40	1	51	16	2	2	86.1	25	23	1
36.6	38	1	43	15	2	4	87.6	5	3	0
63.6	40	6	44	12	1	2	81.2	27	20	4
42.5	50	7	30	12	1	1	42.5	12	8	2
37.6	40	3	42	12	2	2	42.7	10	6	1
51.8	40	7	62	8	1	1	52	45	17	0
47.9	60	2	38	18	1	1	62.7	27	12	0
34.2	40	5	54	12	2	2	41.3	23	23	0
45	40	6	52	12	1	2	54.6	35	27	0
56.9	48	7	38	12	1	2	71.7	21	18	1
62.7	44	6	55	12	1	3	66.9	35	14	0
57.7	60	2	43	15	1	2	90.8	26	17	0
72.6	73	1	25	14	1	1	74.4	8	2.5	0
45.7	48	7	36	11	2	2	67.5	11	10	0
52.5	40	6	53	12	1	4	66.5	42	22	0
41.6	60	7	28	16	2	2	60	12	7	0
67.2	40	6	32	14	1	2	69.3	16	1	0
56.9	60	3	40	12	1	1	57.5	23	11.25	0
37.4	42	3	57	12	2	1	38.7	34	29.25	0
34.7	32	7	27	12	2	2	42	8	5	1
42.7	40	2	38	16	2	1	42.7	12	10	1
33.2	75	6	28	14	1	1	34.5	10	3	0
42.5	50	6	52	11	1	1	42.5	35	19.16	0
43.3	50	7	39	12	1	1	43.3	22	3.41	2
45.4	60	2	36	18	2	4	71.2	19	10	0
37.8	60	3	38	16	1	2	70.6	17	2	0
58.4	40	3	41	12	2	2	96.4	24	11	0
51.1	50	7	27	14	1	1	51.1	4	3	0
36.5	80	3	32	10	1	2	56.3	15	1.5	0
38.7	40	7	39	14	2	2	58.3	20	20	2
41.8	60	6	51	12	1	2	55.1	44	8	0
66.9	50	6	42	12	1	2	70.9	25	14	0
33.7	40	7	30	13	1	1	34.6	10	8	0
46.6	56	2	24	16	2	2	59.2	9	2	0
71.9	48	7	33	12	2	2	78.3	16	14	1
42.5	40	4	61	12	2	1	42.5	25	17	1
30.8	40	7	37	12	2	2	44.1	10	2.66	0
68.4	35	3	39	16	1	2	81.8	18	9	0
35	44	4	23	12	2	2	57.3	6	2.5	0
44.2	50	4	55	12	2	2	47.9	30	30	3
37.5	55	1	43	16	1	3	75.7	27	5	2
34.9	56	7	43	12	1	2	38	27	0.25	0
39.9	38	1	50	16	2	3	74.1	14	1	0
48	56	2	43	18	1	2	56.7	26	5.5	0
41.9	50	3	49	17	1	1	41.9	32	1.5	0
61.1	50	2	63	20	1	2	80.7	45	25	2
51.2	84	6	33	12	1	1	51.2	16	13.91	3
36.4	40	3	35	12	2	2	66.8	16	10	0
42	40	6	21	12	1	2	55.6	4	1.25	3
40.2	42	5	63	10	1	1	49	46	9.41	7
32.6	50	6	36	14	1	2	39.8	18	9.66	5
35.2	70	6	28	12	1	1	35.2	10	9.66	2
35.8	40	6	43	14	1	1	35.9	27	18.16	7
41.3	34	6	44	11	1	1	41.3	24	4	0
37.6	63	7	25	12	1	2	50.8	8	4	1
49.7	50	2	27	17	2	2	81.6	7	1	0
58.5	65	1	22	12	1	2	61.4	6	1	1
55.7	36	1	33	12	2	1	55.7	17	11	0
35.3	48	6	25	12	2	1	35.3	4	2	0
53.9	40	6	47	12	1	2	61.1	28	19	1
43.9	40	2	44	19	2	2	62	28	3.58	0
35.4	40	7	26	12	2	2	59.9	6	5	1
42.6	40	7	47	10	1	2	67.5	32	10	1
51.4	65	7	41	11	1	3	68.8	24	5	1
39.3	40	4	35	12	1	2	65	18	8	0
31.8	40	7	41	12	2	4	48.2	25	16	0
43.6	40	2	32	16	2	2	63.9	16	3	0
33.3	40	7	34	12	1	1	34.5	16	13	0
30.1	40	7	31	12	2	2	79.7	13	2.5	0
41.9	47	4	31	12	2	3	60.2	21	10	0
30.3	32	4	57	13	2	2	62.5	20	3	0
68.4	80	7	32	14	1	2	87.9	15	6	2
42.5	50	5	44	13	1	3	46.1	24	24	0
48.9	37	3	29	14	2	2	92.6	10	2	0
35.5	40	4	56	12	2	2	64.5	34	21	0
37.9	40	2	28	19	2	1	37.9	10	2	1
61.1	45	6	42	12	1	2	64.6	26	19.25	0
34.5	40	1	22	13	1	3	51.1	2	1.25	1
56.3	40	7	35	12	1	2	63.1	16	16	4
72.8	60	6	35	12	1	1	72.8	15	3	2

Age							EmpYears
18			Age				0.08			EmpYears
20							0.08
20			Mean	39.41			0.16			Mean	8.6658
20			Standard Error	0.53055			0.16			Standard Error	0.41886
21			Median	38			0.25			Median	5.25
21			Mode	33			0.25			Mode	1
21			Standard Deviation	10.611			0.25			Standard Deviation	8.377205
21			Sample Variance	112.5934			0.25			Sample Variance	70.17756
22			Kurtosis	-0.36256			0.25			Kurtosis	2.417251
22			Skewness	0.476206			0.33			Skewness	1.484926
22			Range	51			0.5			Range	52.17
23			Minimum	18			0.5			Minimum	0.08
23			Maximum	69			0.5			Maximum	52.25
23			Sum	15764			0.5			Sum	3466.32
23			Count	400			0.5			Count	400
23			Confidence Level(95.0%)	1.043023			0.5			Confidence Level(95.0%)	0.823449
24							0.58
24							0.66
24							0.66
24			mean	39.41			0.66			mean	8.6658
25			mode	33			0.75			mode	1
25			range	51			0.75			range	52.17
25			standard deviation	10.611			0.75			standard deviation	8.377205
25			variance	112.5934			1			variance	70.17756
25			minimum	18			1			minimum	0.08
25			maximum	69			1			maximum	52.25
25							1

Employment Years	gender
3	1						overall
9	1				One-Sample Test
1.5	1					Test Value >7.5
20	1					t	df	Sig. (2-tailed)	Mean Difference	95% Confidence Interval of the Difference
5	1					t	df	Sig. (2-tailed)	Mean Difference	Lower	Upper
3	1				employment_years	2.783	399	.006	1.16580	.3424	1.9892
5	1
22.08	1
0.5	1						male employment years
1.5	1
1	1
1	1				One-Sample Test
5	1					Test Value = 7.5
5	1					t	df	Sig. (2-tailed)	Mean Difference	95% Confidence Interval of the Difference
12	1					t	df	Sig. (2-tailed)	Mean Difference	Lower	Upper
0.5	1				male_emplorment_years	2.845	232	.005	1.69803	.5221	2.8739
0.75	1						female employment years
2	1				One-Sample Test
10	1					Test Value = 7.5
15	1					t	df	Sig. (2-tailed)	Mean Difference	95% Confidence Interval of the Difference
1	1					t	df	Sig. (2-tailed)	Mean Difference	Lower	Upper
0.16	1				female_employment_years	.760	166	.448	.42323	-.6756	1.5221

WORK HOURS	NO OF EMPLOYEES
Less than 40 hours	44
40 hours	178
41-60 hours	152
61 hours and above	26

Numerical Data						Numerical Data

s Known						s Unknown

Confidence Interval for mean (m)						Confidence Interval for mean (m)

Data						Data
Population Standard Deviation (s)	8.38					Sample Standard Deviation (s)
Sample Mean ( )	8.7					Sample Mean ( )
Sample Size (n)	400					Sample Size (n)
Confidence Level	95%					Confidence Level	95%

Intermediate Calculations						Intermediate Calculations
Standard Error of the Mean ( )	0.4200					Standard Error of the Mean ( )
Z Value	1.9600					Degrees of Freedom (df = n-1)
Sampling Error/Margin of Error (= SE *Z Value)	0.8232					t Value
						Sampling Error/Margin of Error (= SE * t Value)
Confidence Interval
Interval Lower Limit (= Sample Mean - ME)	7.88					Confidence Interval
Interval Upper Limit (= Sample Mean + ME)	9.52					Interval Lower Limit (= Sample Mean - ME)
						Interval Upper Limit (= Sample Mean + ME)

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