Project

Variable Description

Variable Label	Short Description	Extended Description	Measurement Scale
ID	ID	Identification Number
Loyalty	Length of Relationship with Mad Dog Craft Beer	Length of time a particular customer has been buying from Mad Dog Craft Beer	Number of years
Cust_Type	Customer Type	Type of customer that purchases Mad Dog Craft Beer's products	0 = Bottle Shops; 1 = Pubs, Bars and Restaurants
Region	Region	Customer location	0 = Melbourne; 1 = Outside Melbourne (Geelong, Waurn Ponds, and Ballarat)
Dist_Channel	Distribution Channel	How Mad Dog Craft Beer's products are sold to customers	0 = Through a Sales Representative; 1 = Directly
Quality	Product Quality Perception	Perceived level of quality of Mad Dog Craft Beer's products	A scale from 1 = Poor Quality to 10 = Excellent Quality
SM_Presence	Social Media Presence	Overall perception of Mad Dog Craft Beer's online presence, especially on social media platforms	A scale from 1 = No Presence at all to 10 = Active Presence on SM platforms
Advert	Advertising	Perceptions of Mad Dog Craft Beer's advertising campaigns	A scale from 1 = Poor to 10 = Excellent
Brand_Image	Brand Image Perception	Overall image of Mad Dog Craft Beer's brand	A scale from 1 = Negative Image to 10 = Positive Image
Comp_Pricing	Competitive Pricing	Extent to which customers believe Mad Dog Craft Beer offers competitive pricing	A scale from 1 = Poor to 10 = Excellent
Order_Fulfillment	Order & Billing	Perception that ordering and billing is handled efficiently and correctly	A scale from 1 = Poor to 10 = Excellent
Flex_Price	Price Flexibility	Perceived willingness of Mad Dog Craft Beer to negotiate product prices	A scale from 1 = Not Flexible at all to 10 = Very Flexible
Shipping_Speed	Shipping Speed	Perception of time it takes to deliver products once an order has been confirmed	A scale from 1 = Very Slow to 10 = Very Fast
Shipping_Cost	Shipping Cost	Perception of delivery costs	A scale from 1 = Not Affordable at All to 10 = Definitely Affordable
Order_Qty	Quantity_Ordered	Number of bottles ordered by the customer	Thousands of bottles
Recommend	Recommending Mad Dog Craft Beer to Other Customers	Whether a customer would recommend Mad Dog Craft Beer (as a supplier) to others	0 = No, would not Recommend; 1 = Yes, would Definitely Recommend
Year	Financial Year	Financial year description
Quarter	Financial Quarter	Quarter description
Ale_Product	Pale Ale production	Total amount of pale ale produced in litres	litres

data

ID	Loyalty	Cust_Type	Region	Dist_Channel	Quality	SM_Presence	Advert	Brand_Image	Comp_Pricing	Order_Fulfillment	Flex_Price	Shipping_Speed	Shipping_Cost	Order_Qty	Recommend
6646-VRFOL	3	0	1	1	8.5	3.9	4.8	6.0	6.8	5.0	5.1	3.7	5.9	8.4	1
3460-TJBWI	13	1	0	0	8.2	2.7	3.4	3.1	5.3	3.9	4.3	4.9	7.2	7.5	0
5917-HBSDW	12	0	1	1	9.2	3.4	5.4	5.8	4.5	5.4	4.0	4.5	5.6	9.0	1
5685-IIXLY	14	1	1	0	6.4	3.3	4.7	4.5	8.8	4.3	4.1	3.0	3.7	7.2	0
5671-UUNXD	9	0	0	1	9.0	3.4	2.2	4.5	6.8	4.5	3.5	3.5	6.9	9.0	0
0956-ACVZC	8	1	1	0	6.5	2.8	4.0	3.7	8.5	3.6	4.7	3.3	4.1	6.1	0
2325-NBPZG	2	1	1	0	6.9	3.7	2.1	5.4	8.9	2.1	4.2	2.0	2.6	7.2	1
4250-ZBWLV	9	0	1	0	6.2	3.3	4.6	5.1	6.9	4.3	6.3	3.7	4.8	7.7	0
4482-FTFFX	7	1	1	0	5.8	3.6	3.7	5.8	9.3	4.4	6.1	4.6	6.7	8.2	1
8859-DZTGQ	9	0	1	0	6.4	4.5	4.7	5.7	8.4	4.1	5.8	4.4	6.1	6.7	0
0440-MOGPM	10	0	0	1	8.7	3.2	2.7	4.6	6.8	3.8	3.7	4.0	4.8	8.4	1
0020-JDNXP	4	0	1	0	6.1	4.9	4.4	6.4	8.2	3.0	4.9	3.2	3.9	6.6	0
3752-CQSJI	13	1	0	1	9.5	5.6	5.0	6.6	7.6	5.1	4.5	4.4	6.9	7.9	1
5025-GOOKI	7	1	0	1	9.2	3.9	2.4	4.8	7.1	4.5	2.6	4.2	5.5	8.2	0
4698-KVLLG	15	0	1	1	6.3	4.5	4.5	5.9	8.8	4.8	6.2	5.2	6.9	7.6	1
5095-AESKG	1	0	0	0	8.7	3.2	3.2	3.8	4.9	4.3	3.9	4.5	6.8	7.1	0
2887-JPYLU	4	1	1	1	5.7	4.0	3.3	5.1	6.2	4.2	6.2	4.5	6.0	7.2	1
4770-QAZXN	8	0	1	0	5.9	4.1	3.5	5.5	8.4	5.7	5.8	4.8	7.2	8.2	0
4896-CPRPF	12	1	1	0	5.6	3.4	3.7	5.6	9.1	5.0	6.0	4.5	6.4	7.9	1
1871-MOWRM	13	0	1	0	9.1	4.5	5.3	7.1	8.4	4.5	6.1	4.4	6.0	8.8	1
9714-EDSUC	8	0	1	0	5.2	3.8	3.9	5.0	8.4	3.3	4.9	3.3	5.2	7.0	0
2027-OAQQC	12	1	1	1	9.6	5.7	5.4	7.8	4.5	4.3	3.0	4.3	7.7	9.9	1
0282-NVSJS	3	0	0	1	8.6	3.6	3.5	4.7	3.7	4.8	3.4	4.0	5.1	8.1	1
9090-SGQXL	10	0	1	1	9.3	2.4	2.2	4.5	6.2	6.7	4.4	4.5	7.2	8.0	1
6595-YGXIT	5	0	1	0	6.0	4.1	3.5	5.3	8.0	4.7	5.3	4.0	4.7	5.5	0
7353-YOWFP	3	0	1	0	6.4	3.6	4.0	5.3	7.1	5.6	6.6	3.9	6.1	7.0	0
9835-ZIITK	9	0	0	0	8.5	3.0	4.1	3.7	4.8	5.3	3.8	4.4	5.8	7.0	1
8008-ESFLK	4	1	1	0	7.0	3.3	2.6	4.2	9.0	4.3	5.2	3.7	5.5	5.6	0
7537-CBQUZ	13	0	0	0	8.5	3.0	2.3	3.7	4.8	5.7	3.8	4.4	6.0	7.2	0
1555-DJEQW	4	1	1	0	7.6	3.6	5.1	4.6	7.7	4.7	5.5	3.5	4.0	6.2	0
5649-TJHOV	13	1	0	1	6.9	3.4	4.5	4.7	5.2	3.7	2.7	3.3	4.3	7.1	0
0519-XUZJU	2	0	1	0	8.1	2.5	2.3	3.8	6.6	3.0	3.5	3.0	4.5	6.2	0
3363-EWLGO	15	1	1	0	6.7	3.7	5.3	4.9	9.2	3.5	4.5	3.4	5.3	7.6	0
4750-UKWJK	10	1	1	0	8.0	3.3	5.5	4.7	8.7	4.7	6.6	4.2	5.7	9.0	1
6338-AVWCY	6	0	1	0	6.7	4.0	3.0	6.8	8.4	2.5	4.3	3.5	5.0	6.7	0
1689-YQBYY	3	0	0	0	8.7	3.2	3.5	2.9	5.6	3.1	2.9	2.5	4.3	7.1	0
4487-ZYJZK	9	0	0	1	9.0	3.4	3.9	4.5	6.8	3.9	3.5	3.5	4.6	7.2	1
2959-FENLU	10	0	1	1	9.6	4.1	2.9	5.5	7.7	5.2	4.6	4.9	8.1	9.9	1
0708-LGSMF	12	1	1	0	8.2	3.6	5.8	5.0	9.0	4.7	6.9	4.5	6.2	7.6	0
9253-QXKBE	9	0	1	0	6.1	4.9	5.1	6.4	8.2	4.5	4.9	3.2	4.8	5.8	0
7634-HLQJR	6	1	1	0	8.3	3.4	3.1	5.2	9.1	4.6	5.8	3.9	5.5	8.4	1
0487-RPVUM	2	1	0	1	9.4	3.8	3.8	4.9	8.5	4.1	4.5	4.1	5.4	7.9	1
4079-ULGFR	10	0	0	1	9.3	5.1	5.8	6.3	7.4	4.6	4.6	4.3	6.8	7.6	1
2516-XSJKX	15	1	1	1	5.1	5.1	4.4	7.8	5.9	4.9	6.3	4.5	6.9	8.4	1
0057-QBUQH	6	1	0	0	8.0	2.5	3.6	3.0	5.2	4.3	4.2	4.7	6.5	6.5	0
9445-SZLCH	5	0	1	0	5.9	4.1	5.8	5.5	8.4	5.2	5.8	4.8	5.9	7.7	1
6599-SFQVE	4	1	0	1	10.0	4.3	2.9	4.5	3.8	5.0	4.0	3.5	6.3	8.0	1
8331-ZXFOE	8	1	1	0	5.7	3.8	5.7	6.0	8.2	6.5	7.3	5.2	7.5	7.1	1
4003-FUSHP	13	0	1	1	9.9	3.7	4.2	6.7	6.8	4.5	3.4	3.9	6.1	8.5	1
0356-ERHVT	3	1	0	1	7.9	3.9	4.4	5.8	4.7	4.1	4.2	4.3	5.8	7.6	1
7325-ENZFI	10	0	1	0	6.7	3.6	3.4	4.8	7.2	4.0	3.6	2.8	4.2	7.2	1
4884-ZTHVF	7	1	0	0	8.2	2.7	2.7	3.1	5.3	4.5	4.3	4.9	7.4	8.2	1
3920-HIHMQ	8	0	1	1	9.4	2.5	3.2	4.6	6.3	4.7	4.6	4.6	6.1	9.0	1
3055-OYMSE	11	1	0	1	6.9	3.4	3.3	4.7	5.2	3.2	2.7	3.3	4.4	7.2	1
0613-WUXUM	14	1	1	0	8.0	3.3	3.2	4.7	8.7	4.9	6.6	4.2	5.8	8.1	1
7568-PODML	11	1	0	0	9.3	3.8	3.7	5.5	7.4	4.1	3.2	3.4	5.7	8.9	1
4458-KVRBJ	14	0	1	1	7.4	5.1	4.5	6.9	9.6	5.7	6.5	5.5	7.7	8.8	1
5349-IECLD	1	1	0	0	7.6	3.6	5.6	5.4	4.4	4.6	3.9	4.0	5.8	7.5	1
1397-XKKWR	1	1	0	0	10.0	4.3	4.2	4.5	3.8	3.7	4.0	3.5	3.7	7.0	0
3945-GFWQL	6	1	1	0	9.9	2.8	2.6	3.5	5.4	5.6	4.9	4.0	6.9	8.5	1
8097-OMULG	5	0	0	0	8.7	3.2	2.8	3.8	4.9	5.4	3.9	4.5	6.1	7.2	0
6013-BHCAW	13	0	1	1	8.4	3.8	4.5	5.9	6.7	2.7	5.0	3.6	5.0	8.8	1
0401-WDBXM	2	0	0	1	8.8	3.9	4.3	4.8	5.8	4.4	3.7	2.9	5.1	8.0	0
3387-PLKUI	11	0	1	0	7.7	2.2	2.4	3.4	6.2	3.3	3.1	2.6	4.5	8.1	0
6096-EGVTU	7	0	1	0	6.6	3.6	4.9	4.8	7.2	3.5	3.6	2.8	4.1	7.1	0
3797-VTIDR	12	1	1	0	5.7	3.8	5.4	6.0	8.2	4.7	7.3	5.2	6.7	9.0	0
5081-NWSUP	5	1	1	0	5.7	4.0	2.7	5.1	6.2	5.0	6.2	4.5	5.5	6.2	0
2580-ATZSQ	7	1	1	1	5.5	3.7	4.3	4.9	6.0	4.5	5.9	4.3	5.4	8.2	0
8085-MSNLK	5	1	1	0	7.5	3.5	2.9	4.5	7.6	4.0	5.4	3.4	3.5	5.8	0
9691-HKOVS	9	0	1	0	6.4	3.6	3.9	5.3	7.1	4.7	6.6	3.9	5.3	8.0	0
9881-VCZEP	13	0	1	0	9.1	4.5	6.3	7.1	8.4	5.4	6.1	4.4	5.9	7.7	1
9526-BIHHD	8	1	0	1	6.7	3.2	4.8	4.5	5.0	2.9	2.6	3.1	3.7	7.0	0
8757-TFHHJ	13	0	1	0	6.5	4.3	6.5	6.0	8.7	4.6	5.6	4.6	6.6	7.9	0
4523-WXCEF	14	0	1	1	9.9	3.7	5.6	6.7	6.8	4.1	3.4	3.9	7.6	9.8	1
1468-DEFNC	10	0	1	1	8.5	3.9	5.0	6.0	6.8	4.4	5.1	3.7	5.5	8.4	1
5119-KEPFY	7	0	0	0	9.9	3.0	5.4	4.8	4.9	3.1	4.3	3.8	5.0	8.9	0
8364-TRMMK	3	0	1	1	7.6	3.6	4.7	5.0	7.4	4.5	5.8	3.9	4.6	7.5	0
0916-KNFAJ	5	1	0	1	9.4	3.8	4.7	4.9	8.5	4.3	4.5	4.1	6.2	8.0	1
8319-QBEHW	10	0	0	1	9.3	3.5	5.5	5.9	4.6	5.2	4.1	4.6	7.6	8.1	1
3063-QFSZL	10	1	1	0	7.1	3.4	4.0	5.9	7.8	2.6	3.1	2.7	4.1	7.6	0
8775-LHDJH	8	0	0	0	9.9	3.0	4.0	4.8	4.9	3.2	4.3	3.8	4.8	8.8	1
9625-QNLUX	2	0	0	0	8.7	3.2	2.4	4.6	6.8	4.3	3.7	4.0	4.9	8.0	1
3097-NQYSN	6	0	0	1	8.6	2.9	2.9	4.0	6.3	2.7	3.0	3.0	3.9	8.5	0
4024-CSNBY	5	1	1	0	6.4	3.2	2.2	5.0	8.4	2.0	3.7	1.6	3.6	6.5	0
7110-BDTWG	4	0	0	1	7.7	2.6	1.9	4.3	5.9	4.7	3.9	4.3	6.6	7.7	1
7493-GVFIO	13	1	1	0	7.5	3.5	3.5	4.5	7.6	3.4	5.4	3.4	4.5	7.2	0
0690-SRQID	4	0	1	0	5.0	3.6	3.5	4.9	8.2	2.4	4.8	3.1	3.0	6.0	0
9605-WGJVW	11	0	0	1	7.7	2.6	3.5	4.3	5.9	5.1	3.9	4.3	6.7	8.2	1
9114-DPSIA	8	1	0	1	9.1	3.6	4.2	4.6	8.3	4.6	4.3	3.9	5.4	7.4	0
4700-UBQMV	14	1	1	1	5.5	5.5	5.6	8.2	6.3	5.5	6.7	4.9	7.0	9.3	1
7711-GQBZC	15	1	0	0	9.1	3.7	4.4	5.4	7.3	4.4	3.0	3.3	4.1	7.9	1
3565-UNOCC	7	1	1	0	7.1	4.2	2.1	4.5	9.9	2.0	4.0	2.4	2.6	6.5	0
4627-MIHJH	14	1	0	1	9.2	3.9	4.2	4.8	7.1	4.4	2.6	4.2	5.3	8.6	1
9795-NREXC	11	0	1	1	9.3	3.5	4.6	5.9	4.6	4.8	4.1	4.6	7.0	8.9	1
8573-CGOCC	8	1	0	0	9.3	3.8	4.7	5.5	7.4	3.6	3.2	3.4	4.6	8.4	1
7356-AYNJP	12	1	0	1	8.6	4.8	2.3	5.7	6.7	4.9	3.6	3.6	5.3	8.1	1
9249-FXSCK	10	0	1	1	7.4	3.4	4.1	4.8	7.2	4.2	5.6	3.7	5.0	7.2	0
5493-SDRDQ	11	0	0	1	8.7	3.2	3.1	2.9	5.6	3.1	2.9	2.5	3.2	7.7	1
6286-SUUWT	1	1	1	1	7.8	4.9	5.2	7.1	7.9	4.3	4.9	3.9	5.3	7.4	1
4819-HJPIW	6	1	1	0	7.9	3.0	5.9	4.8	9.7	3.4	5.4	3.5	5.1	7.0	1
8654-DHAOW	8	1	1	0	7.6	3.6	3.4	4.6	7.7	3.1	5.5	3.5	4.9	6.1	0
5438-QMDDL	14	0	1	1	9.2	5.0	5.2	6.2	7.3	5.1	4.6	4.2	5.2	7.1	1
9812-GHVRI	14	1	1	1	7.7	4.7	5.2	7.0	7.7	4.0	4.7	3.7	4.7	7.6	1
5553-AOINX	12	1	0	1	9.5	5.6	5.6	6.6	7.6	5.6	4.5	4.4	5.5	9.0	1
1228-ZLNBX	15	0	1	0	6.5	4.3	4.7	6.0	8.7	5.0	5.6	4.6	6.8	8.9	1
4226-KKDON	13	1	1	0	8.3	3.4	3.4	5.2	9.1	4.2	5.8	3.9	5.9	7.5	1
3831-YCPUO	15	0	0	1	9.6	4.1	4.8	5.5	7.7	4.4	4.6	4.9	6.5	9.3	1
7445-WMRBW	1	1	1	0	5.9	4.0	6.0	6.2	8.4	5.8	7.5	5.4	8.7	8.0	1
3308-DGHKL	7	0	0	1	8.7	3.7	4.6	4.8	3.8	4.6	3.5	4.2	5.5	7.6	1
9924-JPRMC	2	1	0	0	6.7	3.2	2.3	4.5	5.0	3.8	2.6	3.1	5.5	7.1	0
0080-EMYVY	7	1	0	1	9.7	5.0	3.4	6.1	6.7	3.7	3.4	4.1	7.1	8.1	1
6218-KNUBD	12	1	0	1	8.8	3.5	3.3	4.5	6.7	4.0	2.3	3.9	6.6	7.9	0
7337-CINUD	7	1	1	0	8.2	3.6	4.5	5.0	9.0	4.5	6.9	4.5	5.2	7.2	1
7609-NRNCA	14	0	1	1	8.9	4.3	6.3	6.9	8.2	4.2	5.9	4.2	5.6	7.7	1
0623-EJQEG	14	0	1	1	8.4	3.8	3.2	5.9	6.7	4.0	5.0	3.6	4.9	7.9	1
7153-CHRBV	11	1	1	1	7.7	4.7	4.3	7.0	7.7	5.1	4.7	3.7	5.4	6.9	0
0871-URUWO	10	0	1	1	9.2	5.0	4.9	6.2	7.3	4.2	4.6	4.2	7.7	9.5	1
9190-MFJLN	5	1	1	0	7.3	3.6	5.4	6.1	8.0	2.8	3.3	2.9	4.1	7.5	0
6198-PNNSZ	11	0	0	1	9.0	4.1	3.0	5.0	6.0	3.3	3.9	3.1	4.2	8.0	1
3317-VLGQT	6	0	1	0	8.1	2.5	4.1	3.8	6.6	2.6	3.5	3.0	3.9	7.1	0
4132-POCZS	9	0	1	1	7.4	5.1	5.0	6.9	9.6	5.7	6.5	5.5	7.0	8.8	1
5614-DNZCE	9	1	1	0	7.9	3.0	4.3	4.8	9.7	4.8	5.4	3.5	6.2	8.0	0
1095-JUDTC	10	0	1	0	7.7	2.2	2.4	3.4	6.2	3.2	3.1	2.6	3.4	7.7	0
3896-RCYYE	5	0	1	1	9.4	2.5	3.2	4.6	6.3	5.8	4.6	4.6	7.0	8.2	1
9638-JIQYA	7	1	1	0	7.2	4.3	3.9	4.7	10.0	3.2	4.1	2.5	4.2	6.5	0
3258-SANFR	15	0	0	1	8.3	3.7	5.3	6.1	5.3	4.1	2.9	3.1	4.0	8.1	1
3726-TBHQT	12	1	0	0	7.9	3.9	4.9	5.8	4.7	4.6	4.2	4.3	6.6	8.1	0
3190-ITQXP	7	1	1	0	7.3	3.6	3.6	6.1	8.0	3.3	3.3	2.9	4.0	6.9	0
0870-VEMYL	11	1	1	1	9.6	5.7	5.6	7.8	4.5	4.4	3.0	4.3	6.2	9.3	1
4833-QTJNO	4	0	0	0	8.3	2.8	3.0	2.5	5.2	1.2	2.5	2.1	2.6	6.2	0
3039-MJSLN	9	0	0	1	8.6	3.6	2.9	4.7	3.7	5.0	3.4	4.0	6.1	8.0	0
0178-CIIKR	9	1	0	0	8.0	2.5	3.4	3.0	5.2	4.6	4.2	4.7	6.9	7.1	0
5385-SUIRI	2	1	1	0	6.4	3.2	2.2	5.0	8.4	2.4	3.7	1.6	3.6	6.5	0
3982-XWFZQ	10	0	1	0	6.6	3.8	3.2	6.6	8.2	4.3	4.1	3.3	6.3	7.1	0
5774-QPLTF	14	0	0	1	7.6	2.5	3.2	4.2	5.8	3.6	3.8	4.2	6.0	8.2	1
2322-VCZHZ	1	1	0	1	9.4	4.1	3.4	4.7	7.6	5.1	3.7	4.4	5.6	7.0	1
5010-IPEAQ	4	0	0	0	8.3	2.8	3.0	2.5	5.2	1.8	2.5	2.1	3.1	6.7	0
4009-ALQFH	13	1	1	1	7.8	4.9	5.8	7.1	7.9	4.1	4.9	3.9	5.7	7.5	0
6383-ZTSIW	13	1	1	0	7.1	4.2	2.8	4.5	9.9	2.8	4.0	2.4	3.3	7.4	0
8990-YOZLV	15	0	1	1	7.6	3.6	2.2	5.0	7.4	4.4	5.8	3.9	4.8	7.4	0
3069-SSVSN	12	1	1	0	5.6	3.4	5.2	5.6	9.1	4.5	6.0	4.5	6.3	7.9	0
5222-IMUKT	3	1	0	0	9.9	2.8	1.5	3.5	5.4	4.0	4.9	4.0	5.8	8.0	1
3627-FCRDW	3	0	1	1	9.2	3.4	4.9	5.8	4.5	4.2	4.0	4.5	6.9	8.0	1
7562-GSUHK	7	1	0	0	9.1	3.8	3.1	4.5	7.3	4.5	3.4	4.2	5.1	8.4	0
6685-XSHHU	7	1	0	0	9.9	4.2	3.4	4.5	3.8	3.8	4.0	3.5	5.4	8.8	1
8901-UPRHR	14	1	0	1	9.9	4.2	3.2	4.5	3.8	4.1	4.0	3.5	4.1	7.9	1
4903-UYAVB	5	0	1	0	6.6	3.8	4.5	6.6	8.2	4.6	4.1	3.3	4.7	6.0	0
0118-JPNOY	15	1	0	0	9.1	3.7	4.1	5.4	7.3	3.7	3.0	3.3	4.7	8.2	0
6776-TLWOI	7	1	1	1	5.1	5.1	5.8	7.8	5.9	5.1	6.3	4.5	6.2	8.4	1
3845-FXCYS	13	0	1	0	6.0	4.1	4.8	5.3	8.0	4.3	5.3	4.0	5.8	7.4	0
5857-XRECV	8	0	1	0	8.9	4.3	4.3	6.9	8.2	5.0	5.9	4.2	5.7	8.0	0
0725-CXOTM	5	0	1	0	6.2	3.3	4.0	5.1	6.9	4.0	6.3	3.7	5.4	6.6	0
4343-EJVQB	9	1	1	0	7.2	4.3	3.6	4.7	10.0	3.0	4.1	2.5	3.8	7.6	0
9000-PLFUZ	6	1	0	1	8.8	3.5	2.8	4.5	6.7	4.1	2.3	3.9	5.4	7.5	0
3427-GGZZI	3	0	1	0	6.3	5.1	3.7	6.6	8.4	4.4	5.1	3.4	5.3	7.1	0
7779-ORAEL	2	0	0	0	9.7	2.8	3.7	4.7	4.8	4.0	4.1	3.6	5.8	7.9	0
0644-OQMDK	1	0	1	0	5.0	3.6	4.1	4.9	8.2	3.7	4.8	3.1	4.4	7.6	0
4077-CROMM	10	0	1	1	7.4	3.4	5.8	4.8	7.2	4.0	5.6	3.7	4.3	7.1	0
3154-CFSZG	5	1	1	1	5.5	3.7	4.5	4.9	6.0	4.3	5.9	4.3	5.7	7.6	0
2868-MZAGQ	13	1	0	1	9.1	3.6	3.0	4.6	8.3	4.6	4.3	3.9	4.8	8.2	1
4847-QNOKA	5	1	1	0	6.7	3.7	5.1	4.9	9.2	3.7	4.5	3.4	4.9	6.9	0
2220-IAHLS	11	0	1	1	6.3	4.5	4.9	5.9	8.8	6.4	6.2	5.2	6.4	8.1	1
1658-XUHBX	13	0	0	1	8.3	3.7	5.7	6.1	5.3	3.6	2.9	3.1	4.9	7.6	1
6379-RXJRQ	12	0	0	1	8.2	3.6	4.7	6.0	5.2	4.7	2.8	3.0	4.0	8.4	1
2378-HTWFW	11	0	0	1	8.2	3.6	5.8	6.0	5.2	4.0	2.8	3.0	4.0	7.4	0
8650-RHRKE	10	0	0	1	9.0	4.1	3.3	5.0	6.0	4.3	3.9	3.1	4.4	7.9	0
4377-VDHYI	1	1	1	0	7.1	3.4	3.8	5.9	7.8	3.6	3.1	2.7	3.7	7.2	0
0475-RIJEP	10	1	1	0	6.9	3.7	3.3	5.4	8.9	2.7	4.2	2.0	3.4	7.6	0
1260-TTRXI	12	0	0	1	8.6	2.9	2.8	4.0	6.3	4.0	3.0	3.0	4.0	6.7	0
3719-TDVQB	9	0	1	0	6.7	4.0	4.2	6.8	8.4	3.8	4.3	3.5	4.3	7.4	1
6328-ZPBGN	8	1	1	0	7.0	3.3	4.0	4.2	9.0	3.3	5.2	3.7	5.6	6.2	1
0201-MIBOL	1	1	0	0	9.7	2.6	2.1	3.3	5.2	4.5	4.7	3.8	5.8	7.5	1
4937-QPZPO	4	0	0	1	9.9	3.7	4.6	6.7	6.8	5.0	3.4	3.9	5.3	7.4	1
2925-VDZHY	1	1	0	1	8.6	4.8	3.3	5.7	6.7	4.8	3.6	3.6	4.2	7.9	0
6981-TDRFT	8	0	1	0	6.3	5.1	5.5	6.6	8.4	2.8	5.1	3.4	4.7	6.5	0
3413-CSSTH	11	0	1	1	9.9	3.7	6.1	6.7	6.8	4.3	3.4	3.9	4.2	8.6	1
8033-VCZGH	7	0	0	1	9.3	2.4	2.6	4.5	6.2	4.0	4.4	4.5	5.8	8.6	1
4789-KWMXN	12	1	0	1	9.7	5.0	5.2	6.1	6.7	4.9	3.4	4.1	5.8	8.0	1
0224-NIJLP	14	1	0	0	9.7	2.6	2.4	3.3	5.2	4.6	4.7	3.8	5.3	8.1	0
7542-CYDDM	5	1	0	1	9.6	5.7	6.9	7.8	4.5	4.0	3.0	4.3	6.1	8.2	1
4718-WXBGI	10	0	0	1	7.6	2.5	3.8	4.2	5.8	4.4	3.8	4.2	6.3	7.2	1
2867-UIMSS	7	1	0	0	9.4	4.1	4.8	4.7	7.6	4.7	3.7	4.4	6.4	8.4	1
8495-PRWFH	15	1	1	1	9.6	5.7	5.1	7.8	4.5	4.6	3.0	4.3	6.7	9.4	1
0439-IFYUN	14	0	1	1	9.3	5.1	5.6	6.3	7.4	4.4	4.6	4.3	5.8	9.4	1
5716-LIBJC	4	0	0	0	9.7	2.8	3.8	4.7	4.8	4.7	4.1	3.6	5.1	7.5	0
2868-LLSKM	1	1	0	1	9.1	3.8	3.0	4.5	7.3	6.0	3.4	4.2	6.3	6.6	0
8111-RKSPX	2	1	1	0	6.5	2.8	2.5	3.7	8.5	4.3	4.7	3.3	3.3	4.3	0
2988-QRAJY	2	0	1	0	6.6	3.6	1.7	4.8	7.2	3.2	3.6	2.8	4.0	6.6	1
1585-MQSSU	13	1	1	0	5.8	3.6	5.1	5.8	9.3	5.9	6.1	4.6	6.6	7.4	0
0071-NDAFP	11	0	0	1	8.7	3.7	4.2	4.8	3.8	5.5	3.5	4.2	5.6	7.1	0
2856-NNASM	2	0	0	1	8.8	3.9	3.4	4.8	5.8	3.8	3.7	2.9	4.2	6.7	1
7328-ZJAJO	8	0	1	0	6.4	4.5	4.0	5.7	8.4	4.0	5.8	4.4	5.8	6.7	0
6458-CYIDZ	13	0	1	0	6.7	3.6	3.3	4.8	7.2	2.9	3.6	2.8	3.2	7.2	0
8559-CIZFV	1	0	1	0	5.2	3.8	3.3	5.0	8.4	4.3	4.9	3.3	4.7	7.1	0
1090-PYKCI	3	1	1	0	6.4	3.3	5.3	4.5	8.8	3.6	4.1	3.0	4.0	6.0	0
3058-WQDRE	10	1	0	0	7.6	3.6	4.8	5.4	4.4	4.4	3.9	4.0	5.2	8.4	0
7547-EKNFS	8	1	1	0	5.9	4.0	3.3	6.2	8.4	6.0	7.5	5.4	6.0	8.6	1
2279-AXJJK	9	1	1	1	9.7	5.0	5.3	6.1	6.8	4.4	3.5	4.2	6.3	7.9	1
6769-DYBQN	6	1	1	1	5.5	5.5	6.5	8.2	6.3	5.9	6.7	4.9	6.6	7.6	1
0909-SELIE	4	1	1	1	9.7	5.0	5.3	6.1	6.8	4.3	3.5	4.2	5.9	8.5	1

product

Year	Quarter	Pale Ale production (litres)
2009	Q3	1299.60
	Q4	988.07
2010	Q1	1044.50
	Q2	1090.57
	Q3	1365.43
	Q4	1006.00
2011	Q1	1136.43
	Q2	1101.40
	Q3	1457.97
	Q4	1122.17
2012	Q1	1332.87
	Q2	1348.37
	Q3	1716.77
	Q4	1199.47
2013	Q1	1394.40
	Q2	1376.17
	Q3	1626.90
	Q4	1170.93
2014	Q1	1340.70
	Q2	1410.60
	Q3	1745.67
	Q4	1334.83
2015	Q1	1388.50
	Q2	1401.30
	Q3	1798.37
	Q4	1416.07
2016	Q1	1573.17
	Q2	1618.60
	Q3	1953.87
	Q4	1528.40
2017	Q1	1624.50
	Q2	1599.47
	Q3	1871.73
	Q4	1428.30
2018	Q1	1519.60
	Q2	1638.10
	Q3	1947.43
	Q4	1527.90
2019	Q1	1684.16
	Q2
	Q3
	Q4
2020	Q1

Task 1

	Order_Qty
Mean	7.665
Standard Error	0.0631610767
Mode	7.2
Median	7.6
First Quartile	7.1
Third Quartile	8.2
Variance	0.7978643216
Standard Deviation	0.8932325126
Kurtosis	0.584037705
Skewness	-0.2063466333
Range	5.6
Minimum	4.3
Maximum	9.9
Sum	1533
Count	200
	Recommended
Mean	0.505
Standard Error	0.035442288
Mode	1
Median	1
First Quartile	0
Third Quartile	1
Variance	0.2512311558
Standard Deviation	0.5012296438
Kurtosis	-2.0198943445
Skewness	-0.0201524595
Range	1
Minimum	0
Maximum	1
Sum	101
Count	200

Task 2.1

	Correlations	Loyalty	Cust_Type	Region	Dist_Channel	Quality	SM_Presence	Advert	Brand_Image	Comp_Pricing	Order_Fulfillment	Flex_Price	Shipping_Speed	Shipping_Cost	Order_Qty
	Loyalty	1
	Cust_Type	-0.0506207831	1
	Region	0.0719384697	-0.0305566166	1
	Dist_Channel	0.2234476259	-0.1404501619	-0.2603620259	1
	Quality	0.0840109541	-0.0492913605	-0.544040066	0.3821601075	1
	SM_Presence	0.1895119851	0.1447214091	0.2027172109	0.3010990128	-0.0343161017	1
	Advert	0.2588241235	0.0056808812	0.223274881	0.1669587253	-0.0539010009	0.5051976437	1
	Brand_Image	0.2584721663	0.005329816	0.3789959793	0.2903752346	-0.1161040827	0.7882245444	0.6267541169	1
	Comp_Pricing	0.0756029242	0.1489892661	0.5892624415	-0.3315780046	-0.4481120142	0.1772939221	0.0991750586	0.1999811099	1
	Order_Fulfilment	0.1386998774	-0.0087947355	0.0045013508	0.2628817149	0.0830368262	0.2168897011	0.230129073	0.2836716783	-0.0604852621	1
	Flex_Price	0.0578078037	0.0403474759	0.5752081093	-0.21662054	-0.4872125891	0.1862432539	0.2600745891	0.2721867586	0.4697457827	0.4192645979	1
	Shipping_Speed	0.195971251	0.0160536877	0.0135717832	0.2540343819	0.0666172816	0.2408081806	0.3230739547	0.2986773703	-0.0551613015	0.7729715963	0.5129808224	1
	Shipping_Cost	0.1745098303	0.016452517	0.0017746054	0.239895686	0.1409217138	0.2145925897	0.2466808758	0.2963419757	-0.0942742389	0.6960847667	0.3583011859	0.8398519976	1
	Order_Qty	0.4051355309	-0.048260564	-0.122718488	0.3999365564	0.4333715268	0.2351890919	0.2370377851	0.33800493	-0.2177122194	0.3145906531	-0.0028396549	0.4250819955	0.5044127153	1
		Correlation Analysis

Task 2.2

Correlations	Loyalty	Cust_Type	Region	Dist_Channel	Quality	SM_Presence	Advert	Brand_Image	Comp_Pricing	Order_Fulfillment	Flex_Price	Shipping_Speed	Shipping_Cost	Order_Qty
Loyalty	1
Cust_Type	-0.0506207831	1
Region	0.0719384697	-0.0305566166	1
Dist_Channel	0.2234476259	-0.1404501619	-0.2603620259	1
Quality	0.0840109541	-0.0492913605	-0.544040066	0.3821601075	1
SM_Presence	0.1895119851	0.1447214091	0.2027172109	0.3010990128	-0.0343161017	1
Advert	0.2588241235	0.0056808812	0.223274881	0.1669587253	-0.0539010009	0.5051976437	1
Brand_Image	0.2584721663	0.005329816	0.3789959793	0.2903752346	-0.1161040827	0.7882245444	0.6267541169	1
Comp_Pricing	0.0756029242	0.1489892661	0.5892624415	-0.3315780046	-0.4481120142	0.1772939221	0.0991750586	0.1999811099	1
Order_Fulfilment	0.1386998774	-0.0087947355	0.0045013508	0.2628817149	0.0830368262	0.2168897011	0.230129073	0.2836716783	-0.0604852621	1
Flex_Price	0.0578078037	0.0403474759	0.5752081093	-0.21662054	-0.4872125891	0.1862432539	0.2600745891	0.2721867586	0.4697457827	0.4192645979	1
Shipping_Speed	0.195971251	0.0160536877	0.0135717832	0.2540343819	0.0666172816	0.2408081806	0.3230739547	0.2986773703	-0.0551613015	0.7729715963	0.5129808224	1
Shipping_Cost	0.1745098303	0.016452517	0.0017746054	0.239895686	0.1409217138	0.2145925897	0.2466808758	0.2963419757	-0.0942742389	0.6960847667	0.3583011859	0.8398519976	1
Order_Qty	0.4051355309	-0.048260564	-0.122718488	0.3999365564	0.4333715268	0.2351890919	0.2370377851	0.33800493	-0.2177122194	0.3145906531	-0.0028396549	0.4250819955	0.5044127153	1

Task 2.3

Correlations	Loyalty	Cust_Type	Region	Dist_Channel	Quality	SM_Presence	Advert	Brand_Image	Comp_Pricing	Order_Fulfillment	Flex_Price	Shipping_Speed	Shipping_Cost	Order_Qty
Loyalty	1
Cust_Type	-0.0506207831	1
Region	0.0719384697	-0.0305566166	1
Dist_Channel	0.2234476259	-0.1404501619	-0.2603620259	1
Quality	0.0840109541	-0.0492913605	-0.544040066	0.3821601075	1
SM_Presence	0.1895119851	0.1447214091	0.2027172109	0.3010990128	-0.0343161017	1
Advert	0.2588241235	0.0056808812	0.223274881	0.1669587253	-0.0539010009	0.5051976437	1
Brand_Image	0.2584721663	0.005329816	0.3789959793	0.2903752346	-0.1161040827	0.7882245444	0.6267541169	1
Comp_Pricing	0.0756029242	0.1489892661	0.5892624415	-0.3315780046	-0.4481120142	0.1772939221	0.0991750586	0.1999811099	1
Order_Fulfilment	0.1386998774	-0.0087947355	0.0045013508	0.2628817149	0.0830368262	0.2168897011	0.230129073	0.2836716783	-0.0604852621	1
Flex_Price	0.0578078037	0.0403474759	0.5752081093	-0.21662054	-0.4872125891	0.1862432539	0.2600745891	0.2721867586	0.4697457827	0.4192645979	1
Shipping_Speed	0.195971251	0.0160536877	0.0135717832	0.2540343819	0.0666172816	0.2408081806	0.3230739547	0.2986773703	-0.0551613015	0.7729715963	0.5129808224	1
Shipping_Cost	0.1745098303	0.016452517	0.0017746054	0.239895686	0.1409217138	0.2145925897	0.2466808758	0.2963419757	-0.0942742389	0.6960847667	0.3583011859	0.8398519976	1
Order_Qty	0.4051355309	-0.048260564	-0.122718488	0.3999365564	0.4333715268	0.2351890919	0.2370377851	0.33800493	-0.2177122194	0.3145906531	-0.0028396549	0.4250819955	0.5044127153	1
	According to the data the following is closely related to Orde Quantity in Order
	Shipping_Cost	0.5044127153
	Quality	0.4333715268
	Shipping_Speed	0.4250819955
	Loyalty	0.4051355309

Task 3.1

ID	Loyalty	Cust_Type	Region	Dist_Channel	Quality	SM_Presence	Advert	Brand_Image	Comp_Pricing	Order_Fulfillment	Flex_Price	Shipping_Speed	Shipping_Cost	Order_Qty	Recommend
6646-VRFOL	3	0	1	1	8.5	3.9	4.8	6.0	6.8	5.0	5.1	3.7	5.9	8.4	1
3460-TJBWI	13	1	0	0	8.2	2.7	3.4	3.1	5.3	3.9	4.3	4.9	7.2	7.5	0
5917-HBSDW	12	0	1	1	9.2	3.4	5.4	5.8	4.5	5.4	4.0	4.5	5.6	9.0	1		SUMMARY OUTPUT
5685-IIXLY	14	1	1	0	6.4	3.3	4.7	4.5	8.8	4.3	4.1	3.0	3.7	7.2	0
5671-UUNXD	9	0	0	1	9.0	3.4	2.2	4.5	6.8	4.5	3.5	3.5	6.9	9.0	0		Regression Statistics
0956-ACVZC	8	1	1	0	6.5	2.8	4.0	3.7	8.5	3.6	4.7	3.3	4.1	6.1	0		Multiple R	0.2739419218
2325-NBPZG	2	1	1	0	6.9	3.7	2.1	5.4	8.9	2.1	4.2	2.0	2.6	7.2	1		R Square	0.0750441765
4250-ZBWLV	9	0	1	0	6.2	3.3	4.6	5.1	6.9	4.3	6.3	3.7	4.8	7.7	0		Adjusted R Square	0.0608140869
4482-FTFFX	7	1	1	0	5.8	3.6	3.7	5.8	9.3	4.4	6.1	4.6	6.7	8.2	1		Standard Error	4.0240210611
8859-DZTGQ	9	0	1	0	6.4	4.5	4.7	5.7	8.4	4.1	5.8	4.4	6.1	6.7	0		Observations	199
0440-MOGPM	10	0	0	1	8.7	3.2	2.7	4.6	6.8	3.8	3.7	4.0	4.8	8.4	1
0020-JDNXP	4	0	1	0	6.1	4.9	4.4	6.4	8.2	3.0	4.9	3.2	3.9	6.6	0		ANOVA
3752-CQSJI	13	1	0	1	9.5	5.6	5.0	6.6	7.6	5.1	4.5	4.4	6.9	7.9	1			df	SS	MS	F	Significance F
5025-GOOKI	7	1	0	1	9.2	3.9	2.4	4.8	7.1	4.5	2.6	4.2	5.5	8.2	0		Regression	3	256.183471701	85.394490567	5.2736264253	0.0016146366
4698-KVLLG	15	0	1	1	6.3	4.5	4.5	5.9	8.8	4.8	6.2	5.2	6.9	7.6	1		Residual	195	3157.5853725201	16.1927455001
5095-AESKG	1	0	0	0	8.7	3.2	3.2	3.8	4.9	4.3	3.9	4.5	6.8	7.1	0		Total	198	3413.7688442211
2887-JPYLU	4	1	1	1	5.7	4.0	3.3	5.1	6.2	4.2	6.2	4.5	6.0	7.2	1
4770-QAZXN	8	0	1	0	5.9	4.1	3.5	5.5	8.4	5.7	5.8	4.8	7.2	8.2	0			Coefficients	Standard Error	t Stat	P-value	Lower 95%	Upper 95%	Lower 95.0%	Upper 95.0%
4896-CPRPF	12	1	1	0	5.6	3.4	3.7	5.6	9.1	5.0	6.0	4.5	6.4	7.9	1		Intercept	6.6284415453	0.6780910462	9.7751497854	1.28022842427125E-18	5.2911076367	7.9657754538	5.2911076367	7.9657754538
1871-MOWRM	13	0	1	0	9.1	4.5	5.3	7.1	8.4	4.5	6.1	4.4	6.0	8.8	1		0	-0.1400333784	0.5770909463	-0.2426539166	0.8085285458	-1.2781744806	0.9981077239	-1.2781744806	0.9981077239
9714-EDSUC	8	0	1	0	5.2	3.8	3.9	5.0	8.4	3.3	4.9	3.3	5.2	7.0	0		1	1.2554590804	0.6036516719	2.0797740467	0.0388537846	0.0649348076	2.4459833533	0.0649348076	2.4459833533
2027-OAQQC	12	1	1	1	9.6	5.7	5.4	7.8	4.5	4.3	3.0	4.3	7.7	9.9	1		1	2.2395527345	0.6006525092	3.7285330538	0.0002523526	1.0549434224	3.4241620466	1.0549434224	3.4241620466
0282-NVSJS	3	0	0	1	8.6	3.6	3.5	4.7	3.7	4.8	3.4	4.0	5.1	8.1	1
9090-SGQXL	10	0	1	1	9.3	2.4	2.2	4.5	6.2	6.7	4.4	4.5	7.2	8.0	1
6595-YGXIT	5	0	1	0	6.0	4.1	3.5	5.3	8.0	4.7	5.3	4.0	4.7	5.5	0
7353-YOWFP	3	0	1	0	6.4	3.6	4.0	5.3	7.1	5.6	6.6	3.9	6.1	7.0	0
9835-ZIITK	9	0	0	0	8.5	3.0	4.1	3.7	4.8	5.3	3.8	4.4	5.8	7.0	1
8008-ESFLK	4	1	1	0	7.0	3.3	2.6	4.2	9.0	4.3	5.2	3.7	5.5	5.6	0
7537-CBQUZ	13	0	0	0	8.5	3.0	2.3	3.7	4.8	5.7	3.8	4.4	6.0	7.2	0
1555-DJEQW	4	1	1	0	7.6	3.6	5.1	4.6	7.7	4.7	5.5	3.5	4.0	6.2	0
5649-TJHOV	13	1	0	1	6.9	3.4	4.5	4.7	5.2	3.7	2.7	3.3	4.3	7.1	0
0519-XUZJU	2	0	1	0	8.1	2.5	2.3	3.8	6.6	3.0	3.5	3.0	4.5	6.2	0
3363-EWLGO	15	1	1	0	6.7	3.7	5.3	4.9	9.2	3.5	4.5	3.4	5.3	7.6	0
4750-UKWJK	10	1	1	0	8.0	3.3	5.5	4.7	8.7	4.7	6.6	4.2	5.7	9.0	1
6338-AVWCY	6	0	1	0	6.7	4.0	3.0	6.8	8.4	2.5	4.3	3.5	5.0	6.7	0
1689-YQBYY	3	0	0	0	8.7	3.2	3.5	2.9	5.6	3.1	2.9	2.5	4.3	7.1	0
4487-ZYJZK	9	0	0	1	9.0	3.4	3.9	4.5	6.8	3.9	3.5	3.5	4.6	7.2	1
2959-FENLU	10	0	1	1	9.6	4.1	2.9	5.5	7.7	5.2	4.6	4.9	8.1	9.9	1
0708-LGSMF	12	1	1	0	8.2	3.6	5.8	5.0	9.0	4.7	6.9	4.5	6.2	7.6	0
9253-QXKBE	9	0	1	0	6.1	4.9	5.1	6.4	8.2	4.5	4.9	3.2	4.8	5.8	0
7634-HLQJR	6	1	1	0	8.3	3.4	3.1	5.2	9.1	4.6	5.8	3.9	5.5	8.4	1
0487-RPVUM	2	1	0	1	9.4	3.8	3.8	4.9	8.5	4.1	4.5	4.1	5.4	7.9	1
4079-ULGFR	10	0	0	1	9.3	5.1	5.8	6.3	7.4	4.6	4.6	4.3	6.8	7.6	1
2516-XSJKX	15	1	1	1	5.1	5.1	4.4	7.8	5.9	4.9	6.3	4.5	6.9	8.4	1
0057-QBUQH	6	1	0	0	8.0	2.5	3.6	3.0	5.2	4.3	4.2	4.7	6.5	6.5	0
9445-SZLCH	5	0	1	0	5.9	4.1	5.8	5.5	8.4	5.2	5.8	4.8	5.9	7.7	1
6599-SFQVE	4	1	0	1	10.0	4.3	2.9	4.5	3.8	5.0	4.0	3.5	6.3	8.0	1
8331-ZXFOE	8	1	1	0	5.7	3.8	5.7	6.0	8.2	6.5	7.3	5.2	7.5	7.1	1
4003-FUSHP	13	0	1	1	9.9	3.7	4.2	6.7	6.8	4.5	3.4	3.9	6.1	8.5	1
0356-ERHVT	3	1	0	1	7.9	3.9	4.4	5.8	4.7	4.1	4.2	4.3	5.8	7.6	1
7325-ENZFI	10	0	1	0	6.7	3.6	3.4	4.8	7.2	4.0	3.6	2.8	4.2	7.2	1
4884-ZTHVF	7	1	0	0	8.2	2.7	2.7	3.1	5.3	4.5	4.3	4.9	7.4	8.2	1
3920-HIHMQ	8	0	1	1	9.4	2.5	3.2	4.6	6.3	4.7	4.6	4.6	6.1	9.0	1
3055-OYMSE	11	1	0	1	6.9	3.4	3.3	4.7	5.2	3.2	2.7	3.3	4.4	7.2	1
0613-WUXUM	14	1	1	0	8.0	3.3	3.2	4.7	8.7	4.9	6.6	4.2	5.8	8.1	1
7568-PODML	11	1	0	0	9.3	3.8	3.7	5.5	7.4	4.1	3.2	3.4	5.7	8.9	1
4458-KVRBJ	14	0	1	1	7.4	5.1	4.5	6.9	9.6	5.7	6.5	5.5	7.7	8.8	1
5349-IECLD	1	1	0	0	7.6	3.6	5.6	5.4	4.4	4.6	3.9	4.0	5.8	7.5	1
1397-XKKWR	1	1	0	0	10.0	4.3	4.2	4.5	3.8	3.7	4.0	3.5	3.7	7.0	0
3945-GFWQL	6	1	1	0	9.9	2.8	2.6	3.5	5.4	5.6	4.9	4.0	6.9	8.5	1
8097-OMULG	5	0	0	0	8.7	3.2	2.8	3.8	4.9	5.4	3.9	4.5	6.1	7.2	0
6013-BHCAW	13	0	1	1	8.4	3.8	4.5	5.9	6.7	2.7	5.0	3.6	5.0	8.8	1
0401-WDBXM	2	0	0	1	8.8	3.9	4.3	4.8	5.8	4.4	3.7	2.9	5.1	8.0	0
3387-PLKUI	11	0	1	0	7.7	2.2	2.4	3.4	6.2	3.3	3.1	2.6	4.5	8.1	0
6096-EGVTU	7	0	1	0	6.6	3.6	4.9	4.8	7.2	3.5	3.6	2.8	4.1	7.1	0
3797-VTIDR	12	1	1	0	5.7	3.8	5.4	6.0	8.2	4.7	7.3	5.2	6.7	9.0	0
5081-NWSUP	5	1	1	0	5.7	4.0	2.7	5.1	6.2	5.0	6.2	4.5	5.5	6.2	0
2580-ATZSQ	7	1	1	1	5.5	3.7	4.3	4.9	6.0	4.5	5.9	4.3	5.4	8.2	0
8085-MSNLK	5	1	1	0	7.5	3.5	2.9	4.5	7.6	4.0	5.4	3.4	3.5	5.8	0
9691-HKOVS	9	0	1	0	6.4	3.6	3.9	5.3	7.1	4.7	6.6	3.9	5.3	8.0	0
9881-VCZEP	13	0	1	0	9.1	4.5	6.3	7.1	8.4	5.4	6.1	4.4	5.9	7.7	1
9526-BIHHD	8	1	0	1	6.7	3.2	4.8	4.5	5.0	2.9	2.6	3.1	3.7	7.0	0
8757-TFHHJ	13	0	1	0	6.5	4.3	6.5	6.0	8.7	4.6	5.6	4.6	6.6	7.9	0
4523-WXCEF	14	0	1	1	9.9	3.7	5.6	6.7	6.8	4.1	3.4	3.9	7.6	9.8	1
1468-DEFNC	10	0	1	1	8.5	3.9	5.0	6.0	6.8	4.4	5.1	3.7	5.5	8.4	1
5119-KEPFY	7	0	0	0	9.9	3.0	5.4	4.8	4.9	3.1	4.3	3.8	5.0	8.9	0
8364-TRMMK	3	0	1	1	7.6	3.6	4.7	5.0	7.4	4.5	5.8	3.9	4.6	7.5	0
0916-KNFAJ	5	1	0	1	9.4	3.8	4.7	4.9	8.5	4.3	4.5	4.1	6.2	8.0	1
8319-QBEHW	10	0	0	1	9.3	3.5	5.5	5.9	4.6	5.2	4.1	4.6	7.6	8.1	1
3063-QFSZL	10	1	1	0	7.1	3.4	4.0	5.9	7.8	2.6	3.1	2.7	4.1	7.6	0
8775-LHDJH	8	0	0	0	9.9	3.0	4.0	4.8	4.9	3.2	4.3	3.8	4.8	8.8	1
9625-QNLUX	2	0	0	0	8.7	3.2	2.4	4.6	6.8	4.3	3.7	4.0	4.9	8.0	1
3097-NQYSN	6	0	0	1	8.6	2.9	2.9	4.0	6.3	2.7	3.0	3.0	3.9	8.5	0
4024-CSNBY	5	1	1	0	6.4	3.2	2.2	5.0	8.4	2.0	3.7	1.6	3.6	6.5	0
7110-BDTWG	4	0	0	1	7.7	2.6	1.9	4.3	5.9	4.7	3.9	4.3	6.6	7.7	1
7493-GVFIO	13	1	1	0	7.5	3.5	3.5	4.5	7.6	3.4	5.4	3.4	4.5	7.2	0
0690-SRQID	4	0	1	0	5.0	3.6	3.5	4.9	8.2	2.4	4.8	3.1	3.0	6.0	0
9605-WGJVW	11	0	0	1	7.7	2.6	3.5	4.3	5.9	5.1	3.9	4.3	6.7	8.2	1
9114-DPSIA	8	1	0	1	9.1	3.6	4.2	4.6	8.3	4.6	4.3	3.9	5.4	7.4	0
4700-UBQMV	14	1	1	1	5.5	5.5	5.6	8.2	6.3	5.5	6.7	4.9	7.0	9.3	1
7711-GQBZC	15	1	0	0	9.1	3.7	4.4	5.4	7.3	4.4	3.0	3.3	4.1	7.9	1
3565-UNOCC	7	1	1	0	7.1	4.2	2.1	4.5	9.9	2.0	4.0	2.4	2.6	6.5	0
4627-MIHJH	14	1	0	1	9.2	3.9	4.2	4.8	7.1	4.4	2.6	4.2	5.3	8.6	1
9795-NREXC	11	0	1	1	9.3	3.5	4.6	5.9	4.6	4.8	4.1	4.6	7.0	8.9	1
8573-CGOCC	8	1	0	0	9.3	3.8	4.7	5.5	7.4	3.6	3.2	3.4	4.6	8.4	1
7356-AYNJP	12	1	0	1	8.6	4.8	2.3	5.7	6.7	4.9	3.6	3.6	5.3	8.1	1
9249-FXSCK	10	0	1	1	7.4	3.4	4.1	4.8	7.2	4.2	5.6	3.7	5.0	7.2	0
5493-SDRDQ	11	0	0	1	8.7	3.2	3.1	2.9	5.6	3.1	2.9	2.5	3.2	7.7	1
6286-SUUWT	1	1	1	1	7.8	4.9	5.2	7.1	7.9	4.3	4.9	3.9	5.3	7.4	1
4819-HJPIW	6	1	1	0	7.9	3.0	5.9	4.8	9.7	3.4	5.4	3.5	5.1	7.0	1
8654-DHAOW	8	1	1	0	7.6	3.6	3.4	4.6	7.7	3.1	5.5	3.5	4.9	6.1	0
5438-QMDDL	14	0	1	1	9.2	5.0	5.2	6.2	7.3	5.1	4.6	4.2	5.2	7.1	1
9812-GHVRI	14	1	1	1	7.7	4.7	5.2	7.0	7.7	4.0	4.7	3.7	4.7	7.6	1
5553-AOINX	12	1	0	1	9.5	5.6	5.6	6.6	7.6	5.6	4.5	4.4	5.5	9.0	1
1228-ZLNBX	15	0	1	0	6.5	4.3	4.7	6.0	8.7	5.0	5.6	4.6	6.8	8.9	1
4226-KKDON	13	1	1	0	8.3	3.4	3.4	5.2	9.1	4.2	5.8	3.9	5.9	7.5	1
3831-YCPUO	15	0	0	1	9.6	4.1	4.8	5.5	7.7	4.4	4.6	4.9	6.5	9.3	1
7445-WMRBW	1	1	1	0	5.9	4.0	6.0	6.2	8.4	5.8	7.5	5.4	8.7	8.0	1
3308-DGHKL	7	0	0	1	8.7	3.7	4.6	4.8	3.8	4.6	3.5	4.2	5.5	7.6	1
9924-JPRMC	2	1	0	0	6.7	3.2	2.3	4.5	5.0	3.8	2.6	3.1	5.5	7.1	0
0080-EMYVY	7	1	0	1	9.7	5.0	3.4	6.1	6.7	3.7	3.4	4.1	7.1	8.1	1
6218-KNUBD	12	1	0	1	8.8	3.5	3.3	4.5	6.7	4.0	2.3	3.9	6.6	7.9	0
7337-CINUD	7	1	1	0	8.2	3.6	4.5	5.0	9.0	4.5	6.9	4.5	5.2	7.2	1
7609-NRNCA	14	0	1	1	8.9	4.3	6.3	6.9	8.2	4.2	5.9	4.2	5.6	7.7	1
0623-EJQEG	14	0	1	1	8.4	3.8	3.2	5.9	6.7	4.0	5.0	3.6	4.9	7.9	1
7153-CHRBV	11	1	1	1	7.7	4.7	4.3	7.0	7.7	5.1	4.7	3.7	5.4	6.9	0
0871-URUWO	10	0	1	1	9.2	5.0	4.9	6.2	7.3	4.2	4.6	4.2	7.7	9.5	1
9190-MFJLN	5	1	1	0	7.3	3.6	5.4	6.1	8.0	2.8	3.3	2.9	4.1	7.5	0
6198-PNNSZ	11	0	0	1	9.0	4.1	3.0	5.0	6.0	3.3	3.9	3.1	4.2	8.0	1
3317-VLGQT	6	0	1	0	8.1	2.5	4.1	3.8	6.6	2.6	3.5	3.0	3.9	7.1	0
4132-POCZS	9	0	1	1	7.4	5.1	5.0	6.9	9.6	5.7	6.5	5.5	7.0	8.8	1
5614-DNZCE	9	1	1	0	7.9	3.0	4.3	4.8	9.7	4.8	5.4	3.5	6.2	8.0	0
1095-JUDTC	10	0	1	0	7.7	2.2	2.4	3.4	6.2	3.2	3.1	2.6	3.4	7.7	0
3896-RCYYE	5	0	1	1	9.4	2.5	3.2	4.6	6.3	5.8	4.6	4.6	7.0	8.2	1
9638-JIQYA	7	1	1	0	7.2	4.3	3.9	4.7	10.0	3.2	4.1	2.5	4.2	6.5	0
3258-SANFR	15	0	0	1	8.3	3.7	5.3	6.1	5.3	4.1	2.9	3.1	4.0	8.1	1
3726-TBHQT	12	1	0	0	7.9	3.9	4.9	5.8	4.7	4.6	4.2	4.3	6.6	8.1	0
3190-ITQXP	7	1	1	0	7.3	3.6	3.6	6.1	8.0	3.3	3.3	2.9	4.0	6.9	0
0870-VEMYL	11	1	1	1	9.6	5.7	5.6	7.8	4.5	4.4	3.0	4.3	6.2	9.3	1
4833-QTJNO	4	0	0	0	8.3	2.8	3.0	2.5	5.2	1.2	2.5	2.1	2.6	6.2	0
3039-MJSLN	9	0	0	1	8.6	3.6	2.9	4.7	3.7	5.0	3.4	4.0	6.1	8.0	0
0178-CIIKR	9	1	0	0	8.0	2.5	3.4	3.0	5.2	4.6	4.2	4.7	6.9	7.1	0
5385-SUIRI	2	1	1	0	6.4	3.2	2.2	5.0	8.4	2.4	3.7	1.6	3.6	6.5	0
3982-XWFZQ	10	0	1	0	6.6	3.8	3.2	6.6	8.2	4.3	4.1	3.3	6.3	7.1	0
5774-QPLTF	14	0	0	1	7.6	2.5	3.2	4.2	5.8	3.6	3.8	4.2	6.0	8.2	1
2322-VCZHZ	1	1	0	1	9.4	4.1	3.4	4.7	7.6	5.1	3.7	4.4	5.6	7.0	1
5010-IPEAQ	4	0	0	0	8.3	2.8	3.0	2.5	5.2	1.8	2.5	2.1	3.1	6.7	0
4009-ALQFH	13	1	1	1	7.8	4.9	5.8	7.1	7.9	4.1	4.9	3.9	5.7	7.5	0
6383-ZTSIW	13	1	1	0	7.1	4.2	2.8	4.5	9.9	2.8	4.0	2.4	3.3	7.4	0
8990-YOZLV	15	0	1	1	7.6	3.6	2.2	5.0	7.4	4.4	5.8	3.9	4.8	7.4	0
3069-SSVSN	12	1	1	0	5.6	3.4	5.2	5.6	9.1	4.5	6.0	4.5	6.3	7.9	0
5222-IMUKT	3	1	0	0	9.9	2.8	1.5	3.5	5.4	4.0	4.9	4.0	5.8	8.0	1
3627-FCRDW	3	0	1	1	9.2	3.4	4.9	5.8	4.5	4.2	4.0	4.5	6.9	8.0	1
7562-GSUHK	7	1	0	0	9.1	3.8	3.1	4.5	7.3	4.5	3.4	4.2	5.1	8.4	0
6685-XSHHU	7	1	0	0	9.9	4.2	3.4	4.5	3.8	3.8	4.0	3.5	5.4	8.8	1
8901-UPRHR	14	1	0	1	9.9	4.2	3.2	4.5	3.8	4.1	4.0	3.5	4.1	7.9	1
4903-UYAVB	5	0	1	0	6.6	3.8	4.5	6.6	8.2	4.6	4.1	3.3	4.7	6.0	0
0118-JPNOY	15	1	0	0	9.1	3.7	4.1	5.4	7.3	3.7	3.0	3.3	4.7	8.2	0
6776-TLWOI	7	1	1	1	5.1	5.1	5.8	7.8	5.9	5.1	6.3	4.5	6.2	8.4	1
3845-FXCYS	13	0	1	0	6.0	4.1	4.8	5.3	8.0	4.3	5.3	4.0	5.8	7.4	0
5857-XRECV	8	0	1	0	8.9	4.3	4.3	6.9	8.2	5.0	5.9	4.2	5.7	8.0	0
0725-CXOTM	5	0	1	0	6.2	3.3	4.0	5.1	6.9	4.0	6.3	3.7	5.4	6.6	0
4343-EJVQB	9	1	1	0	7.2	4.3	3.6	4.7	10.0	3.0	4.1	2.5	3.8	7.6	0
9000-PLFUZ	6	1	0	1	8.8	3.5	2.8	4.5	6.7	4.1	2.3	3.9	5.4	7.5	0
3427-GGZZI	3	0	1	0	6.3	5.1	3.7	6.6	8.4	4.4	5.1	3.4	5.3	7.1	0
7779-ORAEL	2	0	0	0	9.7	2.8	3.7	4.7	4.8	4.0	4.1	3.6	5.8	7.9	0
0644-OQMDK	1	0	1	0	5.0	3.6	4.1	4.9	8.2	3.7	4.8	3.1	4.4	7.6	0
4077-CROMM	10	0	1	1	7.4	3.4	5.8	4.8	7.2	4.0	5.6	3.7	4.3	7.1	0
3154-CFSZG	5	1	1	1	5.5	3.7	4.5	4.9	6.0	4.3	5.9	4.3	5.7	7.6	0
2868-MZAGQ	13	1	0	1	9.1	3.6	3.0	4.6	8.3	4.6	4.3	3.9	4.8	8.2	1
4847-QNOKA	5	1	1	0	6.7	3.7	5.1	4.9	9.2	3.7	4.5	3.4	4.9	6.9	0
2220-IAHLS	11	0	1	1	6.3	4.5	4.9	5.9	8.8	6.4	6.2	5.2	6.4	8.1	1
1658-XUHBX	13	0	0	1	8.3	3.7	5.7	6.1	5.3	3.6	2.9	3.1	4.9	7.6	1
6379-RXJRQ	12	0	0	1	8.2	3.6	4.7	6.0	5.2	4.7	2.8	3.0	4.0	8.4	1
2378-HTWFW	11	0	0	1	8.2	3.6	5.8	6.0	5.2	4.0	2.8	3.0	4.0	7.4	0
8650-RHRKE	10	0	0	1	9.0	4.1	3.3	5.0	6.0	4.3	3.9	3.1	4.4	7.9	0
4377-VDHYI	1	1	1	0	7.1	3.4	3.8	5.9	7.8	3.6	3.1	2.7	3.7	7.2	0
0475-RIJEP	10	1	1	0	6.9	3.7	3.3	5.4	8.9	2.7	4.2	2.0	3.4	7.6	0
1260-TTRXI	12	0	0	1	8.6	2.9	2.8	4.0	6.3	4.0	3.0	3.0	4.0	6.7	0
3719-TDVQB	9	0	1	0	6.7	4.0	4.2	6.8	8.4	3.8	4.3	3.5	4.3	7.4	1
6328-ZPBGN	8	1	1	0	7.0	3.3	4.0	4.2	9.0	3.3	5.2	3.7	5.6	6.2	1
0201-MIBOL	1	1	0	0	9.7	2.6	2.1	3.3	5.2	4.5	4.7	3.8	5.8	7.5	1
4937-QPZPO	4	0	0	1	9.9	3.7	4.6	6.7	6.8	5.0	3.4	3.9	5.3	7.4	1
2925-VDZHY	1	1	0	1	8.6	4.8	3.3	5.7	6.7	4.8	3.6	3.6	4.2	7.9	0
6981-TDRFT	8	0	1	0	6.3	5.1	5.5	6.6	8.4	2.8	5.1	3.4	4.7	6.5	0
3413-CSSTH	11	0	1	1	9.9	3.7	6.1	6.7	6.8	4.3	3.4	3.9	4.2	8.6	1
8033-VCZGH	7	0	0	1	9.3	2.4	2.6	4.5	6.2	4.0	4.4	4.5	5.8	8.6	1
4789-KWMXN	12	1	0	1	9.7	5.0	5.2	6.1	6.7	4.9	3.4	4.1	5.8	8.0	1
0224-NIJLP	14	1	0	0	9.7	2.6	2.4	3.3	5.2	4.6	4.7	3.8	5.3	8.1	0
7542-CYDDM	5	1	0	1	9.6	5.7	6.9	7.8	4.5	4.0	3.0	4.3	6.1	8.2	1
4718-WXBGI	10	0	0	1	7.6	2.5	3.8	4.2	5.8	4.4	3.8	4.2	6.3	7.2	1
2867-UIMSS	7	1	0	0	9.4	4.1	4.8	4.7	7.6	4.7	3.7	4.4	6.4	8.4	1
8495-PRWFH	15	1	1	1	9.6	5.7	5.1	7.8	4.5	4.6	3.0	4.3	6.7	9.4	1
0439-IFYUN	14	0	1	1	9.3	5.1	5.6	6.3	7.4	4.4	4.6	4.3	5.8	9.4	1
5716-LIBJC	4	0	0	0	9.7	2.8	3.8	4.7	4.8	4.7	4.1	3.6	5.1	7.5	0
2868-LLSKM	1	1	0	1	9.1	3.8	3.0	4.5	7.3	6.0	3.4	4.2	6.3	6.6	0
8111-RKSPX	2	1	1	0	6.5	2.8	2.5	3.7	8.5	4.3	4.7	3.3	3.3	4.3	0
2988-QRAJY	2	0	1	0	6.6	3.6	1.7	4.8	7.2	3.2	3.6	2.8	4.0	6.6	1
1585-MQSSU	13	1	1	0	5.8	3.6	5.1	5.8	9.3	5.9	6.1	4.6	6.6	7.4	0
0071-NDAFP	11	0	0	1	8.7	3.7	4.2	4.8	3.8	5.5	3.5	4.2	5.6	7.1	0
2856-NNASM	2	0	0	1	8.8	3.9	3.4	4.8	5.8	3.8	3.7	2.9	4.2	6.7	1
7328-ZJAJO	8	0	1	0	6.4	4.5	4.0	5.7	8.4	4.0	5.8	4.4	5.8	6.7	0
6458-CYIDZ	13	0	1	0	6.7	3.6	3.3	4.8	7.2	2.9	3.6	2.8	3.2	7.2	0
8559-CIZFV	1	0	1	0	5.2	3.8	3.3	5.0	8.4	4.3	4.9	3.3	4.7	7.1	0
1090-PYKCI	3	1	1	0	6.4	3.3	5.3	4.5	8.8	3.6	4.1	3.0	4.0	6.0	0
3058-WQDRE	10	1	0	0	7.6	3.6	4.8	5.4	4.4	4.4	3.9	4.0	5.2	8.4	0
7547-EKNFS	8	1	1	0	5.9	4.0	3.3	6.2	8.4	6.0	7.5	5.4	6.0	8.6	1
2279-AXJJK	9	1	1	1	9.7	5.0	5.3	6.1	6.8	4.4	3.5	4.2	6.3	7.9	1
6769-DYBQN	6	1	1	1	5.5	5.5	6.5	8.2	6.3	5.9	6.7	4.9	6.6	7.6	1
0909-SELIE	4	1	1	1	9.7	5.0	5.3	6.1	6.8	4.3	3.5	4.2	5.9	8.5	1

Task 3.2

ID	Loyalty	Cust_Type	Region	Dist_Channel	Quality	SM_Presence	Advert	Brand_Image	Comp_Pricing	Order_Fulfillment	Flex_Price	Shipping_Speed	Shipping_Cost	Order_Qty	Recommend
6646-VRFOL	3	0	1	1	8.5	3.9	4.8	6.0	6.8	5.0	5.1	3.7	5.9	8.4	1
3460-TJBWI	13	1	0	0	8.2	2.7	3.4	3.1	5.3	3.9	4.3	4.9	7.2	7.5	0
5917-HBSDW	12	0	1	1	9.2	3.4	5.4	5.8	4.5	5.4	4.0	4.5	5.6	9.0	1		SUMMARY OUTPUT
5685-IIXLY	14	1	1	0	6.4	3.3	4.7	4.5	8.8	4.3	4.1	3.0	3.7	7.2	0
5671-UUNXD	9	0	0	1	9.0	3.4	2.2	4.5	6.8	4.5	3.5	3.5	6.9	9.0	0		Regression Statistics
0956-ACVZC	8	1	1	0	6.5	2.8	4.0	3.7	8.5	3.6	4.7	3.3	4.1	6.1	0		Multiple R	0.2739419218
2325-NBPZG	2	1	1	0	6.9	3.7	2.1	5.4	8.9	2.1	4.2	2.0	2.6	7.2	1		R Square	0.0750441765
4250-ZBWLV	9	0	1	0	6.2	3.3	4.6	5.1	6.9	4.3	6.3	3.7	4.8	7.7	0		Adjusted R Square	0.0608140869
4482-FTFFX	7	1	1	0	5.8	3.6	3.7	5.8	9.3	4.4	6.1	4.6	6.7	8.2	1		Standard Error	4.0240210611
8859-DZTGQ	9	0	1	0	6.4	4.5	4.7	5.7	8.4	4.1	5.8	4.4	6.1	6.7	0		Observations	199
0440-MOGPM	10	0	0	1	8.7	3.2	2.7	4.6	6.8	3.8	3.7	4.0	4.8	8.4	1
0020-JDNXP	4	0	1	0	6.1	4.9	4.4	6.4	8.2	3.0	4.9	3.2	3.9	6.6	0		ANOVA
3752-CQSJI	13	1	0	1	9.5	5.6	5.0	6.6	7.6	5.1	4.5	4.4	6.9	7.9	1			df	SS	MS	F	Significance F
5025-GOOKI	7	1	0	1	9.2	3.9	2.4	4.8	7.1	4.5	2.6	4.2	5.5	8.2	0		Regression	3	256.183471701	85.394490567	5.2736264253	0.0016146366
4698-KVLLG	15	0	1	1	6.3	4.5	4.5	5.9	8.8	4.8	6.2	5.2	6.9	7.6	1		Residual	195	3157.5853725201	16.1927455001
5095-AESKG	1	0	0	0	8.7	3.2	3.2	3.8	4.9	4.3	3.9	4.5	6.8	7.1	0		Total	198	3413.7688442211
2887-JPYLU	4	1	1	1	5.7	4.0	3.3	5.1	6.2	4.2	6.2	4.5	6.0	7.2	1
4770-QAZXN	8	0	1	0	5.9	4.1	3.5	5.5	8.4	5.7	5.8	4.8	7.2	8.2	0			Coefficients	Standard Error	t Stat	P-value	Lower 95%	Upper 95%	Lower 95.0%	Upper 95.0%
4896-CPRPF	12	1	1	0	5.6	3.4	3.7	5.6	9.1	5.0	6.0	4.5	6.4	7.9	1		Intercept	6.6284415453	0.6780910462	9.7751497854	1.28022842427125E-18	5.2911076367	7.9657754538	5.2911076367	7.9657754538
1871-MOWRM	13	0	1	0	9.1	4.5	5.3	7.1	8.4	4.5	6.1	4.4	6.0	8.8	1		0	-0.1400333784	0.5770909463	-0.2426539166	0.8085285458	-1.2781744806	0.9981077239	-1.2781744806	0.9981077239
9714-EDSUC	8	0	1	0	5.2	3.8	3.9	5.0	8.4	3.3	4.9	3.3	5.2	7.0	0		1	1.2554590804	0.6036516719	2.0797740467	0.0388537846	0.0649348076	2.4459833533	0.0649348076	2.4459833533
2027-OAQQC	12	1	1	1	9.6	5.7	5.4	7.8	4.5	4.3	3.0	4.3	7.7	9.9	1		1	2.2395527345	0.6006525092	3.7285330538	0.0002523526	1.0549434224	3.4241620466	1.0549434224	3.4241620466
0282-NVSJS	3	0	0	1	8.6	3.6	3.5	4.7	3.7	4.8	3.4	4.0	5.1	8.1	1
9090-SGQXL	10	0	1	1	9.3	2.4	2.2	4.5	6.2	6.7	4.4	4.5	7.2	8.0	1
6595-YGXIT	5	0	1	0	6.0	4.1	3.5	5.3	8.0	4.7	5.3	4.0	4.7	5.5	0
7353-YOWFP	3	0	1	0	6.4	3.6	4.0	5.3	7.1	5.6	6.6	3.9	6.1	7.0	0		RESIDUAL OUTPUT				PROBABILITY OUTPUT
9835-ZIITK	9	0	0	0	8.5	3.0	4.1	3.7	4.8	5.3	3.8	4.4	5.8	7.0	1
8008-ESFLK	4	1	1	0	7.0	3.3	2.6	4.2	9.0	4.3	5.2	3.7	5.5	5.6	0		Observation	Predicted 3	Residuals		Percentile	3
7537-CBQUZ	13	0	0	0	8.5	3.0	2.3	3.7	4.8	5.7	3.8	4.4	6.0	7.2	0		1	6.4884081669	6.5115918331		0.2512562814	1
1555-DJEQW	4	1	1	0	7.6	3.6	5.1	4.6	7.7	4.7	5.5	3.5	4.0	6.2	0		2	10.1234533602	1.8765466398		0.7537688442	1
5649-TJHOV	13	1	0	1	6.9	3.4	4.5	4.7	5.2	3.7	2.7	3.3	4.3	7.1	0		3	7.7438672473	6.2561327527		1.256281407	1
0519-XUZJU	2	0	1	0	8.1	2.5	2.3	3.8	6.6	3.0	3.5	3.0	4.5	6.2	0		4	8.8679942798	0.1320057202		1.7587939698	1
3363-EWLGO	15	1	1	0	6.7	3.7	5.3	4.9	9.2	3.5	4.5	3.4	5.3	7.6	0		5	7.7438672473	0.2561327527		2.2613065327	1
4750-UKWJK	10	1	1	0	8.0	3.3	5.5	4.7	8.7	4.7	6.6	4.2	5.7	9.0	1		6	7.7438672473	-5.7438672473		2.7638190955	1
6338-AVWCY	6	0	1	0	6.7	4.0	3.0	6.8	8.4	2.5	4.3	3.5	5.0	6.7	0		7	7.8839006257	1.1160993743		3.2663316583	1
1689-YQBYY	3	0	0	0	8.7	3.2	3.5	2.9	5.6	3.1	2.9	2.5	4.3	7.1	0		8	7.7438672473	-0.7438672473		3.7688442211	1
4487-ZYJZK	9	0	0	1	9.0	3.4	3.9	4.5	6.8	3.9	3.5	3.5	4.6	7.2	1		9	7.8839006257	1.1160993743		4.2713567839	1
2959-FENLU	10	0	1	1	9.6	4.1	2.9	5.5	7.7	5.2	4.6	4.9	8.1	9.9	1		10	8.8679942798	1.1320057202		4.7738693467	1
0708-LGSMF	12	1	1	0	8.2	3.6	5.8	5.0	9.0	4.7	6.9	4.5	6.2	7.6	0		11	7.8839006257	-3.8839006257		5.2763819095	1
9253-QXKBE	9	0	1	0	6.1	4.9	5.1	6.4	8.2	4.5	4.9	3.2	4.8	5.8	0		12	8.7279609014	4.2720390986		5.7788944724	1
7634-HLQJR	6	1	1	0	8.3	3.4	3.1	5.2	9.1	4.6	5.8	3.9	5.5	8.4	1		13	8.7279609014	-1.7279609014		6.2814070352	2
0487-RPVUM	2	1	0	1	9.4	3.8	3.8	4.9	8.5	4.1	4.5	4.1	5.4	7.9	1		14	10.1234533602	4.8765466398		6.783919598	2
4079-ULGFR	10	0	0	1	9.3	5.1	5.8	6.3	7.4	4.6	4.6	4.3	6.8	7.6	1		15	6.6284415453	-5.6284415453		7.2864321608	2
2516-XSJKX	15	1	1	1	5.1	5.1	4.4	7.8	5.9	4.9	6.3	4.5	6.9	8.4	1		16	9.9834199818	-5.9834199818		7.7889447236	2
0057-QBUQH	6	1	0	0	8.0	2.5	3.6	3.0	5.2	4.3	4.2	4.7	6.5	6.5	0		17	7.8839006257	0.1160993743		8.2914572864	2
9445-SZLCH	5	0	1	0	5.9	4.1	5.8	5.5	8.4	5.2	5.8	4.8	5.9	7.7	1		18	7.7438672473	4.2561327527		8.7939698492	2
6599-SFQVE	4	1	0	1	10.0	4.3	2.9	4.5	3.8	5.0	4.0	3.5	6.3	8.0	1		19	7.8839006257	5.1160993743		9.2964824121	2
8331-ZXFOE	8	1	1	0	5.7	3.8	5.7	6.0	8.2	6.5	7.3	5.2	7.5	7.1	1		20	7.8839006257	0.1160993743		9.7989949749	2
4003-FUSHP	13	0	1	1	9.9	3.7	4.2	6.7	6.8	4.5	3.4	3.9	6.1	8.5	1		21	9.9834199818	2.0165800182		10.3015075377	2
0356-ERHVT	3	1	0	1	7.9	3.9	4.4	5.8	4.7	4.1	4.2	4.3	5.8	7.6	1		22	8.8679942798	-5.8679942798		10.8040201005	2
7325-ENZFI	10	0	1	0	6.7	3.6	3.4	4.8	7.2	4.0	3.6	2.8	4.2	7.2	1		23	10.1234533602	-0.1234533602		11.3065326633	2
4884-ZTHVF	7	1	0	0	8.2	2.7	2.7	3.1	5.3	4.5	4.3	4.9	7.4	8.2	1		24	7.8839006257	-2.8839006257		11.8090452261	3
3920-HIHMQ	8	0	1	1	9.4	2.5	3.2	4.6	6.3	4.7	4.6	4.6	6.1	9.0	1		25	7.8839006257	-4.8839006257		12.3115577889	3
3055-OYMSE	11	1	0	1	6.9	3.4	3.3	4.7	5.2	3.2	2.7	3.3	4.4	7.2	1		26	6.6284415453	2.3715584547		12.8140703518	3
0613-WUXUM	14	1	1	0	8.0	3.3	3.2	4.7	8.7	4.9	6.6	4.2	5.8	8.1	1		27	7.7438672473	-3.7438672473		13.3165829146	3
7568-PODML	11	1	0	0	9.3	3.8	3.7	5.5	7.4	4.1	3.2	3.4	5.7	8.9	1		28	6.6284415453	6.3715584547		13.8190954774	3
4458-KVRBJ	14	0	1	1	7.4	5.1	4.5	6.9	9.6	5.7	6.5	5.5	7.7	8.8	1		29	7.7438672473	-3.7438672473		14.3216080402	3
5349-IECLD	1	1	0	0	7.6	3.6	5.6	5.4	4.4	4.6	3.9	4.0	5.8	7.5	1		30	8.7279609014	4.2720390986		14.824120603	3
1397-XKKWR	1	1	0	0	10.0	4.3	4.2	4.5	3.8	3.7	4.0	3.5	3.7	7.0	0		31	7.8839006257	-5.8839006257		15.3266331658	3
3945-GFWQL	6	1	1	0	9.9	2.8	2.6	3.5	5.4	5.6	4.9	4.0	6.9	8.5	1		32	7.7438672473	7.2561327527		15.8291457286	3
8097-OMULG	5	0	0	0	8.7	3.2	2.8	3.8	4.9	5.4	3.9	4.5	6.1	7.2	0		33	7.7438672473	2.2561327527		16.3316582915	4
6013-BHCAW	13	0	1	1	8.4	3.8	4.5	5.9	6.7	2.7	5.0	3.6	5.0	8.8	1		34	7.8839006257	-1.8839006257		16.8341708543	4
0401-WDBXM	2	0	0	1	8.8	3.9	4.3	4.8	5.8	4.4	3.7	2.9	5.1	8.0	0		35	6.6284415453	-3.6284415453		17.3366834171	4
3387-PLKUI	11	0	1	0	7.7	2.2	2.4	3.4	6.2	3.3	3.1	2.6	4.5	8.1	0		36	8.8679942798	0.1320057202		17.8391959799	4
6096-EGVTU	7	0	1	0	6.6	3.6	4.9	4.8	7.2	3.5	3.6	2.8	4.1	7.1	0		37	10.1234533602	-0.1234533602		18.3417085427	4
3797-VTIDR	12	1	1	0	5.7	3.8	5.4	6.0	8.2	4.7	7.3	5.2	6.7	9.0	0		38	7.7438672473	4.2561327527		18.8442211055	4
5081-NWSUP	5	1	1	0	5.7	4.0	2.7	5.1	6.2	5.0	6.2	4.5	5.5	6.2	0		39	7.8839006257	1.1160993743		19.3467336683	4
2580-ATZSQ	7	1	1	1	5.5	3.7	4.3	4.9	6.0	4.5	5.9	4.3	5.4	8.2	0		40	7.7438672473	-1.7438672473		19.8492462312	4
8085-MSNLK	5	1	1	0	7.5	3.5	2.9	4.5	7.6	4.0	5.4	3.4	3.5	5.8	0		41	8.7279609014	-6.7279609014		20.351758794	4
9691-HKOVS	9	0	1	0	6.4	3.6	3.9	5.3	7.1	4.7	6.6	3.9	5.3	8.0	0		42	8.8679942798	1.1320057202		20.8542713568	4
9881-VCZEP	13	0	1	0	9.1	4.5	6.3	7.1	8.4	5.4	6.1	4.4	5.9	7.7	1		43	9.9834199818	5.0165800182		21.3567839196	4
9526-BIHHD	8	1	0	1	6.7	3.2	4.8	4.5	5.0	2.9	2.6	3.1	3.7	7.0	0		44	6.4884081669	-0.4884081669		21.8592964824	4
8757-TFHHJ	13	0	1	0	6.5	4.3	6.5	6.0	8.7	4.6	5.6	4.6	6.6	7.9	0		45	7.8839006257	-2.8839006257		22.3618090452	5
4523-WXCEF	14	0	1	1	9.9	3.7	5.6	6.7	6.8	4.1	3.4	3.9	7.6	9.8	1		46	8.7279609014	-4.7279609014		22.864321608	5
1468-DEFNC	10	0	1	1	8.5	3.9	5.0	6.0	6.8	4.4	5.1	3.7	5.5	8.4	1		47	7.7438672473	0.2561327527		23.3668341709	5
5119-KEPFY	7	0	0	0	9.9	3.0	5.4	4.8	4.9	3.1	4.3	3.8	5.0	8.9	0		48	10.1234533602	2.8765466398		23.8693467337	5
8364-TRMMK	3	0	1	1	7.6	3.6	4.7	5.0	7.4	4.5	5.8	3.9	4.6	7.5	0		49	8.7279609014	-5.7279609014		24.3718592965	5
0916-KNFAJ	5	1	0	1	9.4	3.8	4.7	4.9	8.5	4.3	4.5	4.1	6.2	8.0	1		50	7.8839006257	2.1160993743		24.8743718593	5
8319-QBEHW	10	0	0	1	9.3	3.5	5.5	5.9	4.6	5.2	4.1	4.6	7.6	8.1	1		51	6.4884081669	0.5115918331		25.3768844221	5
3063-QFSZL	10	1	1	0	7.1	3.4	4.0	5.9	7.8	2.6	3.1	2.7	4.1	7.6	0		52	10.1234533602	-2.1234533602		25.8793969849	5
8775-LHDJH	8	0	0	0	9.9	3.0	4.0	4.8	4.9	3.2	4.3	3.8	4.8	8.8	1		53	8.7279609014	2.2720390986		26.3819095477	5
9625-QNLUX	2	0	0	0	8.7	3.2	2.4	4.6	6.8	4.3	3.7	4.0	4.9	8.0	1		54	7.7438672473	6.2561327527		26.8844221106	5
3097-NQYSN	6	0	0	1	8.6	2.9	2.9	4.0	6.3	2.7	3.0	3.0	3.9	8.5	0		55	6.4884081669	4.5115918331		27.3869346734	5
4024-CSNBY	5	1	1	0	6.4	3.2	2.2	5.0	8.4	2.0	3.7	1.6	3.6	6.5	0		56	10.1234533602	3.8765466398		27.8894472362	5
7110-BDTWG	4	0	0	1	7.7	2.6	1.9	4.3	5.9	4.7	3.9	4.3	6.6	7.7	1		57	6.4884081669	-5.4884081669		28.391959799	5
7493-GVFIO	13	1	1	0	7.5	3.5	3.5	4.5	7.6	3.4	5.4	3.4	4.5	7.2	0		58	6.4884081669	-5.4884081669		28.8944723618	5
0690-SRQID	4	0	1	0	5.0	3.6	3.5	4.9	8.2	2.4	4.8	3.1	3.0	6.0	0		59	7.7438672473	-1.7438672473		29.3969849246	6
9605-WGJVW	11	0	0	1	7.7	2.6	3.5	4.3	5.9	5.1	3.9	4.3	6.7	8.2	1		60	6.6284415453	-1.6284415453		29.8994974874	6
9114-DPSIA	8	1	0	1	9.1	3.6	4.2	4.6	8.3	4.6	4.3	3.9	5.4	7.4	0		61	10.1234533602	2.8765466398		30.4020100503	6
4700-UBQMV	14	1	1	1	5.5	5.5	5.6	8.2	6.3	5.5	6.7	4.9	7.0	9.3	1		62	8.8679942798	-6.8679942798		30.9045226131	6
7711-GQBZC	15	1	0	0	9.1	3.7	4.4	5.4	7.3	4.4	3.0	3.3	4.1	7.9	1		63	7.8839006257	3.1160993743		31.4070351759	6
3565-UNOCC	7	1	1	0	7.1	4.2	2.1	4.5	9.9	2.0	4.0	2.4	2.6	6.5	0		64	7.8839006257	-0.8839006257		31.9095477387	6
4627-MIHJH	14	1	0	1	9.2	3.9	4.2	4.8	7.1	4.4	2.6	4.2	5.3	8.6	1		65	7.7438672473	4.2561327527		32.4120603015	6
9795-NREXC	11	0	1	1	9.3	3.5	4.6	5.9	4.6	4.8	4.1	4.6	7.0	8.9	1		66	7.7438672473	-2.7438672473		32.9145728643	6
8573-CGOCC	8	1	0	0	9.3	3.8	4.7	5.5	7.4	3.6	3.2	3.4	4.6	8.4	1		67	9.9834199818	-2.9834199818		33.4170854271	6
7356-AYNJP	12	1	0	1	8.6	4.8	2.3	5.7	6.7	4.9	3.6	3.6	5.3	8.1	1		68	7.7438672473	-2.7438672473		33.9195979899	7
9249-FXSCK	10	0	1	1	7.4	3.4	4.1	4.8	7.2	4.2	5.6	3.7	5.0	7.2	0		69	7.8839006257	1.1160993743		34.4221105528	7
5493-SDRDQ	11	0	0	1	8.7	3.2	3.1	2.9	5.6	3.1	2.9	2.5	3.2	7.7	1		70	7.8839006257	5.1160993743		34.9246231156	7
6286-SUUWT	1	1	1	1	7.8	4.9	5.2	7.1	7.9	4.3	4.9	3.9	5.3	7.4	1		71	8.7279609014	-0.7279609014		35.4271356784	7
4819-HJPIW	6	1	1	0	7.9	3.0	5.9	4.8	9.7	3.4	5.4	3.5	5.1	7.0	1		72	7.8839006257	5.1160993743		35.9296482412	7
8654-DHAOW	8	1	1	0	7.6	3.6	3.4	4.6	7.7	3.1	5.5	3.5	4.9	6.1	0		73	10.1234533602	3.8765466398		36.432160804	7
5438-QMDDL	14	0	1	1	9.2	5.0	5.2	6.2	7.3	5.1	4.6	4.2	5.2	7.1	1		74	10.1234533602	-0.1234533602		36.9346733668	7
9812-GHVRI	14	1	1	1	7.7	4.7	5.2	7.0	7.7	4.0	4.7	3.7	4.7	7.6	1		75	6.6284415453	0.3715584547		37.4371859296	7
5553-AOINX	12	1	0	1	9.5	5.6	5.6	6.6	7.6	5.6	4.5	4.4	5.5	9.0	1		76	10.1234533602	-7.1234533602		37.9396984925	7
1228-ZLNBX	15	0	1	0	6.5	4.3	4.7	6.0	8.7	5.0	5.6	4.6	6.8	8.9	1		77	8.7279609014	-3.7279609014		38.4422110553	7
4226-KKDON	13	1	1	0	8.3	3.4	3.4	5.2	9.1	4.2	5.8	3.9	5.9	7.5	1		78	8.8679942798	1.1320057202		38.9447236181	7
3831-YCPUO	15	0	0	1	9.6	4.1	4.8	5.5	7.7	4.4	4.6	4.9	6.5	9.3	1		79	7.7438672473	2.2561327527		39.4472361809	7
7445-WMRBW	1	1	1	0	5.9	4.0	6.0	6.2	8.4	5.8	7.5	5.4	8.7	8.0	1		80	6.6284415453	1.3715584547		39.9497487437	7
3308-DGHKL	7	0	0	1	8.7	3.7	4.6	4.8	3.8	4.6	3.5	4.2	5.5	7.6	1		81	6.6284415453	-4.6284415453		40.4522613065	7
9924-JPRMC	2	1	0	0	6.7	3.2	2.3	4.5	5.0	3.8	2.6	3.1	5.5	7.1	0		82	8.8679942798	-2.8679942798		40.9547738693	7
0080-EMYVY	7	1	0	1	9.7	5.0	3.4	6.1	6.7	3.7	3.4	4.1	7.1	8.1	1		83	7.7438672473	-2.7438672473		41.4572864322	7
6218-KNUBD	12	1	0	1	8.8	3.5	3.3	4.5	6.7	4.0	2.3	3.9	6.6	7.9	0		84	8.8679942798	-4.8679942798		41.959798995	7
7337-CINUD	7	1	1	0	8.2	3.6	4.5	5.0	9.0	4.5	6.9	4.5	5.2	7.2	1		85	7.7438672473	5.2561327527		42.4623115578	8
7609-NRNCA	14	0	1	1	8.9	4.3	6.3	6.9	8.2	4.2	5.9	4.2	5.6	7.7	1		86	7.8839006257	-3.8839006257		42.9648241206	8
0623-EJQEG	14	0	1	1	8.4	3.8	3.2	5.9	6.7	4.0	5.0	3.6	4.9	7.9	1		87	8.8679942798	2.1320057202		43.4673366834	8
7153-CHRBV	11	1	1	1	7.7	4.7	4.3	7.0	7.7	5.1	4.7	3.7	5.4	6.9	0		88	8.7279609014	-0.7279609014		43.9698492462	8
0871-URUWO	10	0	1	1	9.2	5.0	4.9	6.2	7.3	4.2	4.6	4.2	7.7	9.5	1		89	9.9834199818	4.0165800182		44.472361809	8
9190-MFJLN	5	1	1	0	7.3	3.6	5.4	6.1	8.0	2.8	3.3	2.9	4.1	7.5	0		90	6.4884081669	8.5115918331		44.9748743719	8
6198-PNNSZ	11	0	0	1	9.0	4.1	3.0	5.0	6.0	3.3	3.9	3.1	4.2	8.0	1		91	7.7438672473	-0.7438672473		45.4773869347	8
3317-VLGQT	6	0	1	0	8.1	2.5	4.1	3.8	6.6	2.6	3.5	3.0	3.9	7.1	0		92	8.7279609014	5.2720390986		45.9798994975	8
4132-POCZS	9	0	1	1	7.4	5.1	5.0	6.9	9.6	5.7	6.5	5.5	7.0	8.8	1		93	10.1234533602	0.8765466398		46.4824120603	8
5614-DNZCE	9	1	1	0	7.9	3.0	4.3	4.8	9.7	4.8	5.4	3.5	6.2	8.0	0		94	6.4884081669	1.5115918331		46.9849246231	8
1095-JUDTC	10	0	1	0	7.7	2.2	2.4	3.4	6.2	3.2	3.1	2.6	3.4	7.7	0		95	8.7279609014	3.2720390986		47.4874371859	8
3896-RCYYE	5	0	1	1	9.4	2.5	3.2	4.6	6.3	5.8	4.6	4.6	7.0	8.2	1		96	10.1234533602	-0.1234533602		47.9899497487	8
9638-JIQYA	7	1	1	0	7.2	4.3	3.9	4.7	10.0	3.2	4.1	2.5	4.2	6.5	0		97	8.8679942798	2.1320057202		48.4924623116	8
3258-SANFR	15	0	0	1	8.3	3.7	5.3	6.1	5.3	4.1	2.9	3.1	4.0	8.1	1		98	9.9834199818	-8.9834199818		48.9949748744	8
3726-TBHQT	12	1	0	0	7.9	3.9	4.9	5.8	4.7	4.6	4.2	4.3	6.6	8.1	0		99	7.7438672473	-1.7438672473		49.4974874372	8
3190-ITQXP	7	1	1	0	7.3	3.6	3.6	6.1	8.0	3.3	3.3	2.9	4.0	6.9	0		100	7.7438672473	0.2561327527		50	9
0870-VEMYL	11	1	1	1	9.6	5.7	5.6	7.8	4.5	4.4	3.0	4.3	6.2	9.3	1		101	10.1234533602	3.8765466398		50.5025125628	9
4833-QTJNO	4	0	0	0	8.3	2.8	3.0	2.5	5.2	1.2	2.5	2.1	2.6	6.2	0		102	9.9834199818	4.0165800182		51.0050251256	9
3039-MJSLN	9	0	0	1	8.6	3.6	2.9	4.7	3.7	5.0	3.4	4.0	6.1	8.0	0		103	8.7279609014	3.2720390986		51.5075376884	9
0178-CIIKR	9	1	0	0	8.0	2.5	3.4	3.0	5.2	4.6	4.2	4.7	6.9	7.1	0		104	7.8839006257	7.1160993743		52.0100502513	9
5385-SUIRI	2	1	1	0	6.4	3.2	2.2	5.0	8.4	2.4	3.7	1.6	3.6	6.5	0		105	7.7438672473	5.2561327527		52.5125628141	9
3982-XWFZQ	10	0	1	0	6.6	3.8	3.2	6.6	8.2	4.3	4.1	3.3	6.3	7.1	0		106	8.8679942798	6.1320057202		53.0150753769	9
5774-QPLTF	14	0	0	1	7.6	2.5	3.2	4.2	5.8	3.6	3.8	4.2	6.0	8.2	1		107	7.7438672473	-6.7438672473		53.5175879397	9
2322-VCZHZ	1	1	0	1	9.4	4.1	3.4	4.7	7.6	5.1	3.7	4.4	5.6	7.0	1		108	8.8679942798	-1.8679942798		54.0201005025	9
5010-IPEAQ	4	0	0	0	8.3	2.8	3.0	2.5	5.2	1.8	2.5	2.1	3.1	6.7	0		109	6.4884081669	-4.4884081669		54.5226130653	9
4009-ALQFH	13	1	1	1	7.8	4.9	5.8	7.1	7.9	4.1	4.9	3.9	5.7	7.5	0		110	8.7279609014	-1.7279609014		55.0251256281	9
6383-ZTSIW	13	1	1	0	7.1	4.2	2.8	4.5	9.9	2.8	4.0	2.4	3.3	7.4	0		111	8.7279609014	3.2720390986		55.527638191	9
8990-YOZLV	15	0	1	1	7.6	3.6	2.2	5.0	7.4	4.4	5.8	3.9	4.8	7.4	0		112	7.7438672473	-0.7438672473		56.0301507538	9
3069-SSVSN	12	1	1	0	5.6	3.4	5.2	5.6	9.1	4.5	6.0	4.5	6.3	7.9	0		113	10.1234533602	3.8765466398		56.5326633166	9
5222-IMUKT	3	1	0	0	9.9	2.8	1.5	3.5	5.4	4.0	4.9	4.0	5.8	8.0	1		114	10.1234533602	3.8765466398		57.0351758794	10
3627-FCRDW	3	0	1	1	9.2	3.4	4.9	5.8	4.5	4.2	4.0	4.5	6.9	8.0	1		115	9.9834199818	1.0165800182		57.5376884422	10
7562-GSUHK	7	1	0	0	9.1	3.8	3.1	4.5	7.3	4.5	3.4	4.2	5.1	8.4	0		116	10.1234533602	-0.1234533602		58.040201005	10
6685-XSHHU	7	1	0	0	9.9	4.2	3.4	4.5	3.8	3.8	4.0	3.5	5.4	8.8	1		117	7.7438672473	-2.7438672473		58.5427135678	10
8901-UPRHR	14	1	0	1	9.9	4.2	3.2	4.5	3.8	4.1	4.0	3.5	4.1	7.9	1		118	8.8679942798	2.1320057202		59.0452261307	10
4903-UYAVB	5	0	1	0	6.6	3.8	4.5	6.6	8.2	4.6	4.1	3.3	4.7	6.0	0		119	7.8839006257	-1.8839006257		59.5477386935	10
0118-JPNOY	15	1	0	0	9.1	3.7	4.1	5.4	7.3	3.7	3.0	3.3	4.7	8.2	0		120	10.1234533602	-1.1234533602		60.0502512563	10
6776-TLWOI	7	1	1	1	5.1	5.1	5.8	7.8	5.9	5.1	6.3	4.5	6.2	8.4	1		121	7.7438672473	1.2561327527		60.5527638191	10
3845-FXCYS	13	0	1	0	6.0	4.1	4.8	5.3	8.0	4.3	5.3	4.0	5.8	7.4	0		122	7.8839006257	2.1160993743		61.0552763819	10
5857-XRECV	8	0	1	0	8.9	4.3	4.3	6.9	8.2	5.0	5.9	4.2	5.7	8.0	0		123	10.1234533602	-5.1234533602		61.5577889447	10
0725-CXOTM	5	0	1	0	6.2	3.3	4.0	5.1	6.9	4.0	6.3	3.7	5.4	6.6	0		124	7.7438672473	-0.7438672473		62.0603015075	10
4343-EJVQB	9	1	1	0	7.2	4.3	3.6	4.7	10.0	3.0	4.1	2.5	3.8	7.6	0		125	8.8679942798	6.1320057202		62.5628140704	10
9000-PLFUZ	6	1	0	1	8.8	3.5	2.8	4.5	6.7	4.1	2.3	3.9	5.4	7.5	0		126	6.4884081669	5.5115918331		63.0653266332	10
3427-GGZZI	3	0	1	0	6.3	5.1	3.7	6.6	8.4	4.4	5.1	3.4	5.3	7.1	0		127	7.7438672473	-0.7438672473		63.567839196	10
7779-ORAEL	2	0	0	0	9.7	2.8	3.7	4.7	4.8	4.0	4.1	3.6	5.8	7.9	0		128	9.9834199818	1.0165800182		64.0703517588	10
0644-OQMDK	1	0	1	0	5.0	3.6	4.1	4.9	8.2	3.7	4.8	3.1	4.4	7.6	0		129	6.6284415453	-2.6284415453		64.5728643216	10
4077-CROMM	10	0	1	1	7.4	3.4	5.8	4.8	7.2	4.0	5.6	3.7	4.3	7.1	0		130	8.8679942798	0.1320057202		65.0753768844	10
3154-CFSZG	5	1	1	1	5.5	3.7	4.5	4.9	6.0	4.3	5.9	4.3	5.7	7.6	0		131	6.4884081669	2.5115918331		65.5778894472	10
2868-MZAGQ	13	1	0	1	9.1	3.6	3.0	4.6	8.3	4.6	4.3	3.9	4.8	8.2	1		132	7.7438672473	-5.7438672473		66.0804020101	11
4847-QNOKA	5	1	1	0	6.7	3.7	5.1	4.9	9.2	3.7	4.5	3.4	4.9	6.9	0		133	7.8839006257	2.1160993743		66.5829145729	11
2220-IAHLS	11	0	1	1	6.3	4.5	4.9	5.9	8.8	6.4	6.2	5.2	6.4	8.1	1		134	8.8679942798	5.1320057202		67.0854271357	11
1658-XUHBX	13	0	0	1	8.3	3.7	5.7	6.1	5.3	3.6	2.9	3.1	4.9	7.6	1		135	8.7279609014	-7.7279609014		67.5879396985	11
6379-RXJRQ	12	0	0	1	8.2	3.6	4.7	6.0	5.2	4.7	2.8	3.0	4.0	8.4	1		136	6.6284415453	-2.6284415453		68.0904522613	11
2378-HTWFW	11	0	0	1	8.2	3.6	5.8	6.0	5.2	4.0	2.8	3.0	4.0	7.4	0		137	9.9834199818	3.0165800182		68.5929648241	11
8650-RHRKE	10	0	0	1	9.0	4.1	3.3	5.0	6.0	4.3	3.9	3.1	4.4	7.9	0		138	7.7438672473	5.2561327527		69.0954773869	11
4377-VDHYI	1	1	1	0	7.1	3.4	3.8	5.9	7.8	3.6	3.1	2.7	3.7	7.2	0		139	10.1234533602	4.8765466398		69.5979899497	11
0475-RIJEP	10	1	1	0	6.9	3.7	3.3	5.4	8.9	2.7	4.2	2.0	3.4	7.6	0		140	7.7438672473	4.2561327527		70.1005025126	11
1260-TTRXI	12	0	0	1	8.6	2.9	2.8	4.0	6.3	4.0	3.0	3.0	4.0	6.7	0		141	6.4884081669	-3.4884081669		70.6030150754	11
3719-TDVQB	9	0	1	0	6.7	4.0	4.2	6.8	8.4	3.8	4.3	3.5	4.3	7.4	1		142	10.1234533602	-7.1234533602		71.1055276382	11
6328-ZPBGN	8	1	1	0	7.0	3.3	4.0	4.2	9.0	3.3	5.2	3.7	5.6	6.2	1		143	6.4884081669	0.5115918331		71.608040201	11
0201-MIBOL	1	1	0	0	9.7	2.6	2.1	3.3	5.2	4.5	4.7	3.8	5.8	7.5	1		144	6.4884081669	0.5115918331		72.1105527638	11
4937-QPZPO	4	0	0	1	9.9	3.7	4.6	6.7	6.8	5.0	3.4	3.9	5.3	7.4	1		145	8.7279609014	5.2720390986		72.6130653266	12
2925-VDZHY	1	1	0	1	8.6	4.8	3.3	5.7	6.7	4.8	3.6	3.6	4.2	7.9	0		146	7.8839006257	-2.8839006257		73.1155778894	12
6981-TDRFT	8	0	1	0	6.3	5.1	5.5	6.6	8.4	2.8	5.1	3.4	4.7	6.5	0		147	6.4884081669	8.5115918331		73.6180904523	12
3413-CSSTH	11	0	1	1	9.9	3.7	6.1	6.7	6.8	4.3	3.4	3.9	4.2	8.6	1		148	9.9834199818	-2.9834199818		74.1206030151	12
8033-VCZGH	7	0	0	1	9.3	2.4	2.6	4.5	6.2	4.0	4.4	4.5	5.8	8.6	1		149	7.8839006257	5.1160993743		74.6231155779	12
4789-KWMXN	12	1	0	1	9.7	5.0	5.2	6.1	6.7	4.9	3.4	4.1	5.8	8.0	1		150	7.8839006257	0.1160993743		75.1256281407	12
0224-NIJLP	14	1	0	0	9.7	2.6	2.4	3.3	5.2	4.6	4.7	3.8	5.3	8.1	0		151	7.8839006257	-2.8839006257		75.6281407035	12
7542-CYDDM	5	1	0	1	9.6	5.7	6.9	7.8	4.5	4.0	3.0	4.3	6.1	8.2	1		152	7.7438672473	1.2561327527		76.1306532663	12
4718-WXBGI	10	0	0	1	7.6	2.5	3.8	4.2	5.8	4.4	3.8	4.2	6.3	7.2	1		153	8.7279609014	-2.7279609014		76.6331658291	12
2867-UIMSS	7	1	0	0	9.4	4.1	4.8	4.7	7.6	4.7	3.7	4.4	6.4	8.4	1		154	7.8839006257	-4.8839006257		77.135678392	12
8495-PRWFH	15	1	1	1	9.6	5.7	5.1	7.8	4.5	4.6	3.0	4.3	6.7	9.4	1		155	6.6284415453	-4.6284415453		77.6381909548	12
0439-IFYUN	14	0	1	1	9.3	5.1	5.6	6.3	7.4	4.4	4.6	4.3	5.8	9.4	1		156	7.8839006257	-6.8839006257		78.1407035176	12
5716-LIBJC	4	0	0	0	9.7	2.8	3.8	4.7	4.8	4.7	4.1	3.6	5.1	7.5	0		157	10.1234533602	-0.1234533602		78.6432160804	12
2868-LLSKM	1	1	0	1	9.1	3.8	3.0	4.5	7.3	6.0	3.4	4.2	6.3	6.6	0		158	9.9834199818	-4.9834199818		79.1457286432	13
8111-RKSPX	2	1	1	0	6.5	2.8	2.5	3.7	8.5	4.3	4.7	3.3	3.3	4.3	0		159	8.7279609014	4.2720390986		79.648241206	13
2988-QRAJY	2	0	1	0	6.6	3.6	1.7	4.8	7.2	3.2	3.6	2.8	4.0	6.6	1		160	7.7438672473	-2.7438672473		80.1507537688	13
1585-MQSSU	13	1	1	0	5.8	3.6	5.1	5.8	9.3	5.9	6.1	4.6	6.6	7.4	0		161	10.1234533602	0.8765466398		80.6532663317	13
0071-NDAFP	11	0	0	1	8.7	3.7	4.2	4.8	3.8	5.5	3.5	4.2	5.6	7.1	0		162	8.8679942798	4.1320057202		81.1557788945	13
2856-NNASM	2	0	0	1	8.8	3.9	3.4	4.8	5.8	3.8	3.7	2.9	4.2	6.7	1		163	8.8679942798	3.1320057202		81.6582914573	13
7328-ZJAJO	8	0	1	0	6.4	4.5	4.0	5.7	8.4	4.0	5.8	4.4	5.8	6.7	0		164	8.8679942798	2.1320057202		82.1608040201	13
6458-CYIDZ	13	0	1	0	6.7	3.6	3.3	4.8	7.2	2.9	3.6	2.8	3.2	7.2	0		165	8.8679942798	1.1320057202		82.6633165829	13
8559-CIZFV	1	0	1	0	5.2	3.8	3.3	5.0	8.4	4.3	4.9	3.3	4.7	7.1	0		166	7.7438672473	-6.7438672473		83.1658291457	13
1090-PYKCI	3	1	1	0	6.4	3.3	5.3	4.5	8.8	3.6	4.1	3.0	4.0	6.0	0		167	7.7438672473	2.2561327527		83.6683417085	13
3058-WQDRE	10	1	0	0	7.6	3.6	4.8	5.4	4.4	4.4	3.9	4.0	5.2	8.4	0		168	8.8679942798	3.1320057202		84.1708542714	13
7547-EKNFS	8	1	1	0	5.9	4.0	3.3	6.2	8.4	6.0	7.5	5.4	6.0	8.6	1		169	7.8839006257	1.1160993743		84.6733668342	13
2279-AXJJK	9	1	1	1	9.7	5.0	5.3	6.1	6.8	4.4	3.5	4.2	6.3	7.9	1		170	7.7438672473	0.2561327527		85.175879397	13
6769-DYBQN	6	1	1	1	5.5	5.5	6.5	8.2	6.3	5.9	6.7	4.9	6.6	7.6	1		171	6.4884081669	-5.4884081669		85.6783919598	13
0909-SELIE	4	1	1	1	9.7	5.0	5.3	6.1	6.8	4.3	3.5	4.2	5.9	8.5	1		172	8.8679942798	-4.8679942798		86.1809045226	13
																	173	8.7279609014	-7.7279609014		86.6834170854	13
																	174	7.8839006257	0.1160993743		87.1859296482	13
																	175	10.1234533602	0.8765466398		87.6884422111	13
																	176	8.8679942798	-1.8679942798		88.1909547739	14
																	177	8.7279609014	3.2720390986		88.6934673367	14
																	178	6.4884081669	7.5115918331		89.1959798995	14
																	179	8.7279609014	-3.7279609014		89.6984924623	14
																	180	8.8679942798	1.1320057202		90.2010050251	14
																	181	6.4884081669	0.5115918331		90.7035175879	14
																	182	9.9834199818	5.0165800182		91.2060301508	14
																	183	10.1234533602	3.8765466398		91.7085427136	14
																	184	6.6284415453	-2.6284415453		92.2110552764	14
																	185	8.7279609014	-7.7279609014		92.7135678392	14
																	186	7.7438672473	-5.7438672473		93.216080402	14
																	187	7.8839006257	-5.8839006257		93.7185929648	14
																	188	7.7438672473	5.2561327527		94.2211055276	14
																	189	8.8679942798	2.1320057202		94.7236180905	14
																	190	8.8679942798	-6.8679942798		95.2261306533	15
																	191	7.8839006257	0.1160993743		95.7286432161	15
																	192	7.8839006257	5.1160993743		96.2311557789	15
																	193	7.8839006257	-6.8839006257		96.7336683417	15
																	194	7.7438672473	-4.7438672473		97.2361809045	15
																	195	6.4884081669	3.5115918331		97.7386934673	15
																	196	7.7438672473	0.2561327527		98.2412060302	15
																	197	9.9834199818	-0.9834199818		98.743718593	15
																	198	9.9834199818	-3.9834199818		99.2462311558	15
																	199	9.9834199818	-5.9834199818		99.7487437186	15

0 Line Fit Plot

1 0 1 0 1 1 0 1 0 0 0 1 1 0 0 1 0 1 0 0 1 0 0 0 0 0 1 0 1 1 0 1 1 0 0 0 0 1 0 1 1 0 1 1 0 1 1 0 1 0 1 0 1 1 1 0 1 1 1 0 0 0 0 0 1 1 1 1 0 0 1 0 0 0 0 0 1 0 1 0 0 0 1 0 1 0 0 1 1 1 1 1 0 1 1 0 0 1 1 1 0 1 1 0 1 0 1 0 1 1 1 1 0 0 1 0 1 0 0 0 1 0 0 1 0 1 1 1 0 0 1 1 0 0 1 0 1 1 0 1 1 0 1 1 1 0 1 1 0 0 0 1 1 0 0 0 0 1 1 1 0 0 0 0 0 1 1 0 0 1 1 0 1 0 0 0 1 1 1 0 1 1 0 0 1 1 0 1 0 0 0 0 0 1 1 1 1 1 1 13 12 14 9 8 2 9 7 9 10 4 13 7 15 1 4 8 12 13 8 12 3 10 5 3 9 4 13 4 13 2 15 10 6 3 9 10 12 9 6 2 10 15 6 5 4 8 13 3 10 7 8 11 14 11 14 1 1 6 5 13 2 11 7 12 5 7 5 9 13 8 13 14 10 7 3 5 10 10 8 2 6 5 4 13 4 11 8 14 15 7 14 11 8 12 10 11 1 6 8 14 14 12 15 13 15 1 7 2 7 12 7 14 14 11 10 5 11 6 9 9 10 5 7 15 12 7 11 4 9 9 2 10 14 1 4 13 13 15 12 3 3 7 7 14 5 15 7 13 8 5 9 6 3 2 1 10 5 13 5 11 13 12 11 10 1 10 12 9 8 1 4 1 8 11 7 12 14 5 10 7 15 14 4 1 2 2 13 11 2 8 13 1 3 10 8 9 6 4 Predicted 3 1 0 1 0 1 1 0 1 0 0 0 1 1 0 0 1 0 1 0 0 1 0 0 0 0 0 1 0 1 1 0 1 1 0 0 0 0 1 0 1 1 0 1 1 0 1 1 0 1 0 1 0 1 1 1 0 1 1 1 0 0 0 0 0 1 1 1 1 0 0 1 0 0 0 0 0 1 0 1 0 0 0 1 0 1 0 0 1 1 1 1 1 0 1 1 0 0 1 1 1 0 1 1 0 1 0 1 0 1 1 1 1 0 0 1 0 1 0 0 0 1 0 0 1 0 1 1 1 0 0 1 1 0 0 1 0 1 1 0 1 1 0 1 1 1 0 1 1 0 0 0 1 1 0 0 0 0 1 1 1 0 0 0 0 0 1 1 0 0 1 1 0 1 0 0 0 1 1 1 0 1 1 0 0 1 1 0 1 0 0 0 0 0 1 1 1 1 1 1 6.4884081668940361 10.123453360188321 7.7438672473180397 8.8679942797643161 7.7438672473180397 7.7438672473180397 7.8839006256753947 7.7438672473180397 7.8839006256753947 8.8679942797643161 7.8839006256753947 8.7279609014069628 8.7279609014069628 10.123453360188321 6.6284415452513903 9.9834199818309663 7.8839006256753947 7.7438672473180397 7.8839006256753947 7.8839006256753947 9.9834199818309663 8.8679942797643161 10.123453360188321 7.8839006256753947 7.8839006256753947 6.6284415452513903 7.7438672473180397 6.6284415452513903 7.7438672473180397 8.7279609014069628 7.8839006256753947 7.7438672473180397 7.7438672473180397 7.8839006256753947 6.6284415452513903 8.8679942797643161 10.123453360188321 7.7438672473180397 7.8839006256753947 7.7438672473180397 8.7279609014069628 8.8679942797643161 9.9834199818309663 6.4884081668940361 7.8839006256753947 8.7279609014069628 7.7438672473180397 10.123453360188321 8.7279609014069628 7.8839006256753947 6.4884081668940361 10.123453360188321 8.7279609014069628 7.7438672473180397 6.4884081668940361 10.123453360188321 6.4884081668940361 6.4884081668940361 7.7438672473180397 6.6284415452513903 10.123453360188321 8.8679942797643161 7.8839006256753947 7.8839006256753947 7.7438672473180397 7.7438672473180397 9.9834199818309663 7.7438672473180397 7.8839006256753947 7.8839006256753947 8.7279609014069628 7.8839006256753947 10.123453360188321 10.123453360188321 6.6284415452513903 10.123453360188321 8.7279609014069628 8. 8679942797643161 7.7438672473180397 6.6284415452513903 6.6284415452513903 8.8679942797643161 7.7438672473180397 8.8679942797643161 7.7438672473180397 7.8839006256753947 8.8679942797643161 8.7279609014069628 9.9834199818309663 6.4884081668940361 7.7438672473180397 8.7279609014069628 10.123453360188321 6.4884081668940361 8.7279609014069628 10.123453360188321 8.8679942797643161 9.9834199818309663 7.7438672473180397 7.7438672473180397 10.123453360188321 9.9834199818309663 8.7279609014069628 7.8839006256753947 7.7438672473180397 8.8679942797643161 7.7438672473180397 8.8679942797643161 6.4884081668940361 8.7279609014069628 8.7279609014069628 7.7438672473180397 10.123453360188321 10.123453360188321 9.9834199818309663 10.123453360188321 7.7438672473180397 8.8679942797643161 7.8839006256753947 10.123453360188321 7.7438672473180397 7.8839006256753947 10.123453360188321 7.7438672473180397 8.8679942797643161 6.4884081668940361 7.7438672473180397 9.9834199818309663 6.6284415452513903 8.8679942797643161 6.4884081668940361 7.7438672473180397 7.8839006256753947 8.8679942797643161 8.7279609014069628 6.6284415452513903 9.9834199818309663 7.7438672473180397 10.123453360188321 7.7438672473180397 6.4884081668940361 10.123453360188321 6.4884081668940361 6.4884081668940361 8.7279609014069628 7.8839006256753947 6.4884081668940361 9.9834199818309663 7.8839006256753947 7.8839006256753947 7.8839006256753947 7.7438672473180397 8.7279609014069628 7.8839006256753947 6.6284415452513903 7.8839006256753947 10.123453360 188321 9.9834199818309663 8.7279609014069628 7.7438672473180397 10.123453360188321 8.8679942797643161 8.8679942797643161 8.8679942797643161 8.8679942797643161 7.7438672473180397 7.7438672473180397 8.8679942797643161 7.8839006256753947 7.7438672473180397 6.4884081668940361 8.8679942797643161 8.7279609014069628 7.8839006256753947 10.123453360188321 8.8679942797643161 8.7279609014069628 6.4884081668940361 8.7279609014069628 8.8679942797643161 6.4884081668940361 9.9834199818309663 10.123453360188321 6.6284415452513903 8.7279609014069628 7.7438672473180397 7.8839006256753947 7.7438672473180397 8.8679942797643161 8.8679942797643161 7.8839006256753947 7.8839006256753947 7.8839006256753947 7.7438672473180397 6.4884081668940361 7.7438672473180397 9.9834199818309663 9.9834199818309663 9.9834199818309663

0

3

1 Line Fit Plot

0 1 1 0 1 1 1 1 1 0 1 0 0 1 0 1 1 1 1 1 1 0 1 1 1 0 1 0 1 0 1 1 1 1 0 0 1 1 1 1 0 0 1 0 1 0 1 1 0 1 0 1 0 1 0 1 0 0 1 0 1 0 1 1 1 1 1 1 1 1 0 1 1 1 0 1 0 0 1 0 0 0 1 0 1 1 0 0 1 0 1 0 1 0 0 1 0 1 1 1 1 1 0 1 1 0 1 0 0 0 0 1 1 1 1 1 1 0 1 1 1 1 1 1 0 0 1 1 0 0 0 1 1 0 0 0 1 1 1 1 0 1 0 0 0 1 0 1 1 1 1 1 0 1 0 1 1 1 0 1 1 0 0 0 0 1 1 0 1 1 0 0 0 1 1 0 0 0 0 0 0 1 1 0 0 1 1 1 0 0 1 1 1 1 0 1 1 1 1 13 12 14 9 8 2 9 7 9 10 4 13 7 15 1 4 8 12 13 8 12 3 10 5 3 9 4 13 4 13 2 15 10 6 3 9 10 12 9 6 2 10 15 6 5 4 8 13 3 10 7 8 11 14 11 14 1 1 6 5 13 2 11 7 12 5 7 5 9 13 8 13 14 10 7 3 5 10 10 8 2 6 5 4 13 4 11 8 14 15 7 14 11 8 12 10 11 1 6 8 14 14 12 15 13 15 1 7 2 7 12 7 14 14 11 10 5 11 6 9 9 10 5 7 15 12 7 11 4 9 9 2 10 14 1 4 13 13 15 12 3 3 7 7 14 5 15 7 13 8 5 9 6 3 2 1 10 5 13 5 11 13 12 11 10 1 10 12 9 8 1 4 1 8 11 7 12 14 5 10 7 15 14 4 1 2 2 13 11 2 8 13 1 3 10 8 9 6 4 Predicted 3 0 1 1 0 1 1 1 1 1 0 1 0 0 1 0 1 1 1 1 1 1 0 1 1 1 0 1 0 1 0 1 1 1 1 0 0 1 1 1 1 0 0 1 0 1 0 1 1 0 1 0 1 0 1 0 1 0 0 1 0 1 0 1 1 1 1 1 1 1 1 0 1 1 1 0 1 0 0 1 0 0 0 1 0 1 1 0 0 1 0 1 0 1 0 0 1 0 1 1 1 1 1 0 1 1 0 1 0 0 0 0 1 1 1 1 1 1 0 1 1 1 1 1 1 0 0 1 1 0 0 0 1 1 0 0 0 1 1 1 1 0 1 0 0 0 1 0 1 1 1 1 1 0 1 0 1 1 1 0 1 1 0 0 0 0 1 1 0 1 1 0 0 0 1 1 0 0 0 0 0 0 1 1 0 0 1 1 1 0 0 1 1 1 1 0 1 1 1 1 6.4884081668940361 10.123453360188321 7.7438672473180397 8.8679942797643161 7.7438672473180397 7.7438672473180397 7.8839006256753947 7.7438672473180397 7.8839006256753947 8.8679942797643161 7.8839006256753947 8.7279609014069628 8.7279609014069628 10.123453360188321 6.6284415452513903 9.9834199818309663 7.8839006256753947 7.7438672473180397 7.8839006256753947 7.8839006256753947 9.9834199818309663 8.8679942797643161 10.123453360188321 7.8839006256753947 7.8839006256753947 6.6284415452513903 7.7438672473180397 6.6284415452513903 7.7438672473180397 8.7279609014069628 7.8839006256753947 7.7438672473180397 7.7438672473180397 7.8839006256753947 6.6284415452513903 8.8679942797643161 10.123453360188321 7.7438672473180397 7.8839006256753947 7.7438672473180397 8.7279609014069628 8.8679942797643161 9.9834199818309663 6.4884081668940361 7.8839006256753947 8.7279609014069628 7.7438672473180397 10.123453360188321 8.7279609014069628 7.8839006256753947 6.4884081668940361 10.123453360188321 8.7279609014069628 7.7438672473180397 6.4884081668940361 10.123453360188321 6.4884081668940361 6.4884081668940361 7.7438672473180397 6.6284415452513903 10.123453360188321 8.8679942797643161 7.8839006256753947 7.8839006256753947 7.7438672473180397 7.7438672473180397 9.9834199818309663 7.7438672473180397 7.8839006256753947 7.8839006256753947 8.7279609014069628 7.8839006256753947 10.123453360188321 10.123453360188321 6.6284415452513903 10.123453360188321 8.7279609014069628 8. 8679942797643161 7.7438672473180397 6.6284415452513903 6.6284415452513903 8.8679942797643161 7.7438672473180397 8.8679942797643161 7.7438672473180397 7.8839006256753947 8.8679942797643161 8.7279609014069628 9.9834199818309663 6.4884081668940361 7.7438672473180397 8.7279609014069628 10.123453360188321 6.4884081668940361 8.7279609014069628 10.123453360188321 8.8679942797643161 9.9834199818309663 7.7438672473180397 7.7438672473180397 10.123453360188321 9.9834199818309663 8.7279609014069628 7.8839006256753947 7.7438672473180397 8.8679942797643161 7.7438672473180397 8.8679942797643161 6.4884081668940361 8.7279609014069628 8.7279609014069628 7.7438672473180397 10.123453360188321 10.123453360188321 9.9834199818309663 10.123453360188321 7.7438672473180397 8.8679942797643161 7.8839006256753947 10.123453360188321 7.7438672473180397 7.8839006256753947 10.123453360188321 7.7438672473180397 8.8679942797643161 6.4884081668940361 7.7438672473180397 9.9834199818309663 6.6284415452513903 8.8679942797643161 6.4884081668940361 7.7438672473180397 7.8839006256753947 8.8679942797643161 8.7279609014069628 6.6284415452513903 9.9834199818309663 7.7438672473180397 10.123453360188321 7.7438672473180397 6.4884081668940361 10.123453360188321 6.4884081668940361 6.4884081668940361 8.7279609014069628 7.8839006256753947 6.4884081668940361 9.9834199818309663 7.8839006256753947 7.8839006256753947 7.8839006256753947 7.7438672473180397 8.7279609014069628 7.8839006256753947 6.6284415452513903 7.8839006256753947 10.123453360 188321 9.9834199818309663 8.7279609014069628 7.7438672473180397 10.123453360188321 8.8679942797643161 8.8679942797643161 8.8679942797643161 8.8679942797643161 7.7438672473180397 7.7438672473180397 8.8679942797643161 7.8839006256753947 7.7438672473180397 6.4884081668940361 8.8679942797643161 8.7279609014069628 7.8839006256753947 10.123453360188321 8.8679942797643161 8.7279609014069628 6.4884081668940361 8.7279609014069628 8.8679942797643161 6.4884081668940361 9.9834199818309663 10.123453360188321 6.6284415452513903 8.7279609014069628 7.7438672473180397 7.8839006256753947 7.7438672473180397 8.8679942797643161 8.8679942797643161 7.8839006256753947 7.8839006256753947 7.8839006256753947 7.7438672473180397 6.4884081668940361 7.7438672473180397 9.9834199818309663 9.9834199818309663 9.9834199818309663

1

3

1 Line Fit Plot

0 1 0 1 0 0 0 0 0 1 0 1 1 1 0 1 0 0 0 0 1 1 1 0 0 0 0 0 0 1 0 0 0 0 0 1 1 0 0 0 1 1 1 0 0 1 0 1 1 0 0 1 1 0 0 1 0 0 0 0 1 1 0 0 0 0 1 0 0 0 1 0 1 1 0 1 1 1 0 0 0 1 0 1 0 0 1 1 1 0 0 1 1 0 1 1 1 1 0 0 1 1 1 0 0 1 0 1 0 1 1 0 1 1 1 1 0 1 0 1 0 0 1 0 1 0 0 1 0 1 0 0 0 1 1 0 1 0 1 0 0 1 0 0 1 0 0 1 0 0 0 0 1 0 0 0 1 1 1 0 1 1 1 1 1 0 0 1 0 0 0 1 1 0 1 1 1 0 1 1 0 1 1 0 1 0 0 0 1 1 0 0 0 0 0 0 1 1 1 13 12 14 9 8 2 9 7 9 10 4 13 7 15 1 4 8 12 13 8 12 3 10 5 3 9 4 13 4 13 2 15 10 6 3 9 10 12 9 6 2 10 15 6 5 4 8 13 3 10 7 8 11 14 11 14 1 1 6 5 13 2 11 7 12 5 7 5 9 13 8 13 14 10 7 3 5 10 10 8 2 6 5 4 13 4 11 8 14 15 7 14 11 8 12 10 11 1 6 8 14 14 12 15 13 15 1 7 2 7 12 7 14 14 11 10 5 11 6 9 9 10 5 7 15 12 7 11 4 9 9 2 10 14 1 4 13 13 15 12 3 3 7 7 14 5 15 7 13 8 5 9 6 3 2 1 10 5 13 5 11 13 12 11 10 1 10 12 9 8 1 4 1 8 11 7 12 14 5 10 7 15 14 4 1 2 2 13 11 2 8 13 1 3 10 8 9 6 4 Predicted 3 0 1 0 1 0 0 0 0 0 1 0 1 1 1 0 1 0 0 0 0 1 1 1 0 0 0 0 0 0 1 0 0 0 0 0 1 1 0 0 0 1 1 1 0 0 1 0 1 1 0 0 1 1 0 0 1 0 0 0 0 1 1 0 0 0 0 1 0 0 0 1 0 1 1 0 1 1 1 0 0 0 1 0 1 0 0 1 1 1 0 0 1 1 0 1 1 1 1 0 0 1 1 1 0 0 1 0 1 0 1 1 0 1 1 1 1 0 1 0 1 0 0 1 0 1 0 0 1 0 1 0 0 0 1 1 0 1 0 1 0 0 1 0 0 1 0 0 1 0 0 0 0 1 0 0 0 1 1 1 0 1 1 1 1 1 0 0 1 0 0 0 1 1 0 1 1 1 0 1 1 0 1 1 0 1 0 0 0 1 1 0 0 0 0 0 0 1 1 1 6.4884081668940361 10.123453360188321 7.7438672473180397 8.8679942797643161 7.7438672473180397 7.7438672473180397 7.8839006256753947 7.7438672473180397 7.8839006256753947 8.8679942797643161 7.8839006256753947 8.7279609014069628 8.7279609014069628 10.123453360188321 6.6284415452513903 9.9834199818309663 7.8839006256753947 7.7438672473180397 7.8839006256753947 7.8839006256753947 9.9834199818309663 8.8679942797643161 10.123453360188321 7.8839006256753947 7.8839006256753947 6.6284415452513903 7.7438672473180397 6.6284415452513903 7.7438672473180397 8.7279609014069628 7.8839006256753947 7.7438672473180397 7.7438672473180397 7.8839006256753947 6.6284415452513903 8.8679942797643161 10.123453360188321 7.7438672473180397 7.8839006256753947 7.7438672473180397 8.7279609014069628 8.8679942797643161 9.9834199818309663 6.4884081668940361 7.8839006256753947 8.7279609014069628 7.7438672473180397 10.123453360188321 8.7279609014069628 7.8839006256753947 6.4884081668940361 10.123453360188321 8.7279609014069628 7.7438672473180397 6.4884081668940361 10.123453360188321 6.4884081668940361 6.4884081668940361 7.7438672473180397 6.6284415452513903 10.123453360188321 8.8679942797643161 7.8839006256753947 7.8839006256753947 7.7438672473180397 7.7438672473180397 9.9834199818309663 7.7438672473180397 7.8839006256753947 7.8839006256753947 8.7279609014069628 7.8839006256753947 10.123453360188321 10.123453360188321 6.6284415452513903 10.123453360188321 8.7279609014069628 8. 8679942797643161 7.7438672473180397 6.6284415452513903 6.6284415452513903 8.8679942797643161 7.7438672473180397 8.8679942797643161 7.7438672473180397 7.8839006256753947 8.8679942797643161 8.7279609014069628 9.9834199818309663 6.4884081668940361 7.7438672473180397 8.7279609014069628 10.123453360188321 6.4884081668940361 8.7279609014069628 10.123453360188321 8.8679942797643161 9.9834199818309663 7.7438672473180397 7.7438672473180397 10.123453360188321 9.9834199818309663 8.7279609014069628 7.8839006256753947 7.7438672473180397 8.8679942797643161 7.7438672473180397 8.8679942797643161 6.4884081668940361 8.7279609014069628 8.7279609014069628 7.7438672473180397 10.123453360188321 10.123453360188321 9.9834199818309663 10.123453360188321 7.7438672473180397 8.8679942797643161 7.8839006256753947 10.123453360188321 7.7438672473180397 7.8839006256753947 10.123453360188321 7.7438672473180397 8.8679942797643161 6.4884081668940361 7.7438672473180397 9.9834199818309663 6.6284415452513903 8.8679942797643161 6.4884081668940361 7.7438672473180397 7.8839006256753947 8.8679942797643161 8.7279609014069628 6.6284415452513903 9.9834199818309663 7.7438672473180397 10.123453360188321 7.7438672473180397 6.4884081668940361 10.123453360188321 6.4884081668940361 6.4884081668940361 8.7279609014069628 7.8839006256753947 6.4884081668940361 9.9834199818309663 7.8839006256753947 7.8839006256753947 7.8839006256753947 7.7438672473180397 8.7279609014069628 7.8839006256753947 6.6284415452513903 7.8839006256753947 10.123453360 188321 9.9834199818309663 8.7279609014069628 7.7438672473180397 10.123453360188321 8.8679942797643161 8.8679942797643161 8.8679942797643161 8.8679942797643161 7.7438672473180397 7.7438672473180397 8.8679942797643161 7.8839006256753947 7.7438672473180397 6.4884081668940361 8.8679942797643161 8.7279609014069628 7.8839006256753947 10.123453360188321 8.8679942797643161 8.7279609014069628 6.4884081668940361 8.7279609014069628 8.8679942797643161 6.4884081668940361 9.9834199818309663 10.123453360188321 6.6284415452513903 8.7279609014069628 7.7438672473180397 7.8839006256753947 7.7438672473180397 8.8679942797643161 8.8679942797643161 7.8839006256753947 7.8839006256753947 7.8839006256753947 7.7438672473180397 6.4884081668940361 7.7438672473180397 9.9834199818309663 9.9834199818309663 9.9834199818309663

1

3

Normal Probability Plot

0.25125628140703515 0.75376884422110546 1.2562814070351758 1.7587939698492461 2.2613065326633164 2.7638190954773867 3.266331658291457 3.7688442211055273 4.2713567839195976 4.7738693467336679 5.2763819095477382 5.7788944723618085 6.2814070351758788 6.7839195979899491 7.2864321608040195 7.7889447236180898 8.291 4572864321592 8.7939698492462313 9.2964824120602998 9.7989949748743719 10.30150753768844 10.804020100502512 11.306532663316581 11.809045226130653 12.311557788944722 12.814070351758794 13.316582914572862 13.819095477386934 14.321608040201003 14.824120603015075 15.326633165829143 15.829145728643216 16.331658291457284 16.834170854271353 17.336683417085425 17.839195979899497 18.341708542713565 18.844221105527634 19.346733668341706 19.849246231155778 20.351758793969847 20.854271356783915 21.356783919597987 21.859296482412059 22.361809045226128 22.864321608040196 23.366834170854268 23.86934673366834 24.371859296482409 24.874371859296478 25.37688442211055 25.879396984924622 26.38190954773869 26.884422110552759 27.386934673366831 27.889447236180903 28.39195979899497 1 28.89447236180904 29.396984924623112 29.899497487437184 30.402010050251253 30.904522613065321 31.407035175879393 31.909547738693465 32.412060301507537 32.914572864321606 33.417085427135675 33.91959798994975 34.422110552763819 34.924623115577887 35.427135678391963 35.929648241206031 36.4321608040201 36.934673366834168 37.437185929648237 37.939698492462313 38.442211055276381 38.94472361809045 39.447236180904525 39.949748743718594 40.452261306532662 40.954773869346731 41.457286432160799 41.959798994974875 42.462311557788944 42.964824120603012 43.467336683417088 43.969849246231156 44.472361809045225 44.974874371859293 45.477386934673362 45.979899497487438 46.482412060301506 46.984924623115575 47.48743718592965 47.989949748743719 48.492462311557787 48.994974874371856 49.497487437185924 50 50.502512562814069 51.005025125628137 51.507537688442213 52.010050251256281 52.51256281407035 53.015075376884418 53.517587939698487 54.020100502512562 54.522613065326631 55.0251256281407 55.527638190954775 56.030150753768844 56.532663316582912 57.035175879396981 57.537688442211049 58.040201005025125 58.542713567839193 59.045226130653262 59.547738693467338 60.050251256281406 60.552763819095475 61.055276381909543 61.557788944723612 62.060301507537687 62.562814070351756 63.065326633165824 63.5678391959799 64.070351758793961 64.572864321608037 65.075376884422113 65.577889447236174 66.08040201005025 66.582914572864311 67.085427135678387 67.587939698492463 68.090452261306524 68.5929648241206 69.095477386934675 69.597989949748737 70.100502512562812 70.603015075376888 71.105527638190949 71.608040201005025 72.110552763819086 72.613065326633162 73.115577889447238 73.618090452261299 74.120603015075375 74.623115577889436 75.125628140703512 75.628140703517587 76.130653266331649 76.633165829145725 77.1356783919598 77.638190954773862 78.140703517587937 78.643216080402013 79.145728643216074 79.64824120603015 80.150753768844211 80.653266331658287 81.155778894472363 81.658291457286424 82.1608040201005 82.663316582914561 83.165829145728637 83.668341708542712 84.170854271356774 84.673366834170849 85.175879396984925 85.678391959798986 86.180904522613062 86.683417085427138 87.185929648241199 87.688442211055275 88.190954773869336 88.693467336683412 89.195979899497488 89.698492462311549 90.201005025125625 90.703517587939686 91.206030150753762 91.708542713567837 92.211055276381899 92.713567839195974 93.21608040201005 93.718592964824111 94.221105527638187 94.723618090452263 95.226130653266324 95.7286432160804 96.231155778894461 96.733668341708537 97.236180904522612 97.738693467336674 98.241206030150749 98.743718592964811 99.246231155778887 99.748743718592962 1 1 1 1 1 1 1 1 1 1 1 1 2 2 2 2 2 2 2 2 2 2 2 3 3 3 3 3 3 3 3 3 4 4 4 4 4 4 4 4 4 4 4 4 5 5 5 5 5 5 5 5 5 5 5 5 5 5 6 6 6 6 6 6 6 6 6 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 9 9 9 9 9 9 9 9 9 9 9 9 9 9 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 11 11 11 11 11 11 11 11 11 11 11 11 11 12 12 12 12 12 12 12 12 12 12 12 12 12 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 14 14 14 14 14 14 14 14 14 14 14 14 14 14 15 15 15 15 15 15 15 15 15 15

Sample Percentile

3