MAT MILESTONE 4

Sheet1

CustomerID	Region	Age_Group	Device_Preference	Purchase_Intent	Income_Level	Tech_Adoption	Quality_Rating	Defect_Type	Production_Variance	Sample_Size_Group
C001	North_America	26-35	Smart_Speaker	Very_Likely	High	Early_Adopter	4	None	2.1	Medium
C002	Europe	36-45	Smart_TV	Likely	Medium	Mainstream	3	Hardware	3.2	Medium
C003	Asia_Pacific	18-25	Smart_Lighting	Neutral	Low	Late_Adopter	2	Software	1.8	Small
C004	Latin_America	46-55	Smart_Thermostat	Unlikely	Medium	Mainstream	3	None	2.7	Large
C005	North_America	26-35	Smart_Security	Very_Likely	High	Early_Adopter	5	None	1.9	Medium
C006	Europe	56+	Smart_TV	Likely	High	Late_Adopter	4	None	2.3	Large
C007	Asia_Pacific	18-25	Smart_Speaker	Very_Likely	Medium	Early_Adopter	4	Hardware	2.8	Small
C008	North_America	36-45	Smart_Lighting	Neutral	Medium	Mainstream	3	None	2.4	Medium
C009	Latin_America	26-35	Smart_Thermostat	Likely	Low	Mainstream	2	Software	3.1	Large
C010	Europe	46-55	Smart_Security	Unlikely	High	Late_Adopter	3	Design	2.6	Medium
C011	Asia_Pacific	56+	Smart_TV	Very_Unlikely	Low	Late_Adopter	2	Other	4.2	Small
C012	North_America	18-25	Smart_Speaker	Very_Likely	Medium	Early_Adopter	5	None	1.7	Medium
C013	Europe	26-35	Smart_Lighting	Likely	High	Mainstream	4	None	2.2	Large
C014	Latin_America	36-45	Smart_Thermostat	Neutral	Medium	Mainstream	3	Hardware	2.9	Large
C015	Asia_Pacific	46-55	Smart_Security	Unlikely	Low	Late_Adopter	2	Software	3.5	Small
C016	North_America	56+	Smart_TV	Likely	High	Late_Adopter	4	None	2.1	Medium
C017	Europe	18-25	Smart_Speaker	Very_Likely	Medium	Early_Adopter	5	None	1.8	Large
C018	Asia_Pacific	26-35	Smart_Lighting	Neutral	Low	Mainstream	3	Design	3.3	Small
C019	Latin_America	36-45	Smart_Thermostat	Likely	Medium	Mainstream	3	None	2.5	Large
C020	North_America	46-55	Smart_Security	Unlikely	High	Late_Adopter	2	Hardware	2.8	Medium
C021	Europe	56+	Smart_TV	Very_Unlikely	Low	Late_Adopter	1	Other	4.1	Large
C022	Asia_Pacific	18-25	Smart_Speaker	Very_Likely	Medium	Early_Adopter	4	None	2	Small
C023	North_America	26-35	Smart_Lighting	Likely	High	Mainstream	4	None	2.3	Medium
C024	Latin_America	36-45	Smart_Thermostat	Neutral	Medium	Mainstream	3	Software	2.7	Large
C025	Europe	46-55	Smart_Security	Unlikely	Low	Late_Adopter	2	Design	3.4	Large
C026	Asia_Pacific	56+	Smart_TV	Likely	High	Late_Adopter	3	None	2.2	Small
C027	North_America	18-25	Smart_Speaker	Very_Likely	Medium	Early_Adopter	5	None	1.9	Medium
C028	Europe	26-35	Smart_Lighting	Neutral	Low	Mainstream	3	Hardware	3	Large
C029	Latin_America	36-45	Smart_Thermostat	Likely	Medium	Mainstream	4	None	2.4	Large
C030	Asia_Pacific	46-55	Smart_Security	Unlikely	High	Late_Adopter	2	Software	2.9	Small
C031	North_America	56+	Smart_TV	Very_Unlikely	Low	Late_Adopter	1	Other	3.8	Medium
C032	Europe	18-25	Smart_Speaker	Very_Likely	Medium	Early_Adopter	5	None	1.6	Large
C033	Asia_Pacific	26-35	Smart_Lighting	Likely	High	Mainstream	4	None	2.1	Small
C034	Latin_America	36-45	Smart_Thermostat	Neutral	Medium	Mainstream	3	Design	2.6	Large
C035	North_America	46-55	Smart_Security	Unlikely	Low	Late_Adopter	2	Hardware	3.2	Medium
C036	Europe	56+	Smart_TV	Likely	High	Late_Adopter	4	None	2	Large
C037	Asia_Pacific	18-25	Smart_Speaker	Very_Likely	Medium	Early_Adopter	4	None	2.2	Small
C038	North_America	26-35	Smart_Lighting	Neutral	Low	Mainstream	3	Software	2.8	Medium
C039	Latin_America	36-45	Smart_Thermostat	Likely	Medium	Mainstream	3	None	2.5	Large
C040	Europe	46-55	Smart_Security	Unlikely	High	Late_Adopter	2	Design	3.1	Large
C041	Asia_Pacific	56+	Smart_TV	Very_Unlikely	Low	Late_Adopter	1	Other	4	Small
C042	North_America	18-25	Smart_Speaker	Very_Likely	Medium	Early_Adopter	5	None	1.8	Medium
C043	Europe	26-35	Smart_Lighting	Likely	High	Mainstream	4	None	2.3	Large
C044	Latin_America	36-45	Smart_Thermostat	Neutral	Medium	Mainstream	3	Hardware	2.7	Large
C045	Asia_Pacific	46-55	Smart_Security	Unlikely	Low	Late_Adopter	2	Software	3.3	Small
C046	North_America	56+	Smart_TV	Likely	High	Late_Adopter	4	None	2.1	Medium
C047	Europe	18-25	Smart_Speaker	Very_Likely	Medium	Early_Adopter	5	None	1.7	Large
C048	Asia_Pacific	26-35	Smart_Lighting	Neutral	Low	Mainstream	3	Design	3.2	Small
C049	Latin_America	36-45	Smart_Thermostat	Likely	Medium	Mainstream	4	None	2.4	Large
C050	North_America	46-55	Smart_Security	Unlikely	High	Late_Adopter	2	Hardware	2.9	Medium
C051	Europe	56+	Smart_TV	Very_Unlikely	Low	Late_Adopter	1	Other	3.9	Large
C052	Asia_Pacific	18-25	Smart_Speaker	Very_Likely	Medium	Early_Adopter	4	None	2	Small
C053	North_America	26-35	Smart_Lighting	Likely	High	Mainstream	4	None	2.2	Medium
C054	Latin_America	36-45	Smart_Thermostat	Neutral	Medium	Mainstream	3	Software	2.6	Large
C055	Europe	46-55	Smart_Security	Unlikely	Low	Late_Adopter	2	Design	3.4	Large
C056	Asia_Pacific	56+	Smart_TV	Likely	High	Late_Adopter	3	None	2.1	Small
C057	North_America	18-25	Smart_Speaker	Very_Likely	Medium	Early_Adopter	5	None	1.9	Medium
C058	Europe	26-35	Smart_Lighting	Neutral	Low	Mainstream	3	Hardware	3.1	Large
C059	Latin_America	36-45	Smart_Thermostat	Likely	Medium	Mainstream	4	None	2.3	Large
C060	Asia_Pacific	46-55	Smart_Security	Unlikely	High	Late_Adopter	2	Software	3	Small
C061	North_America	56+	Smart_TV	Very_Unlikely	Low	Late_Adopter	1	Other	3.7	Medium
C062	Europe	18-25	Smart_Speaker	Very_Likely	Medium	Early_Adopter	5	None	1.8	Large
C063	Asia_Pacific	26-35	Smart_Lighting	Likely	High	Mainstream	4	None	2	Small
C064	Latin_America	36-45	Smart_Thermostat	Neutral	Medium	Mainstream	3	Design	2.5	Large
C065	North_America	46-55	Smart_Security	Unlikely	Low	Late_Adopter	2	Hardware	3.3	Medium
C066	Europe	56+	Smart_TV	Likely	High	Late_Adopter	4	None	2.2	Large
C067	Asia_Pacific	18-25	Smart_Speaker	Very_Likely	Medium	Early_Adopter	4	None	2.1	Small
C068	North_America	26-35	Smart_Lighting	Neutral	Low	Mainstream	3	Software	2.9	Medium
C069	Latin_America	36-45	Smart_Thermostat	Likely	Medium	Mainstream	3	None	2.4	Large
C070	Europe	46-55	Smart_Security	Unlikely	High	Late_Adopter	2	Design	3.2	Large
C071	Asia_Pacific	56+	Smart_TV	Very_Unlikely	Low	Late_Adopter	1	Other	4.3	Small
C072	North_America	18-25	Smart_Speaker	Very_Likely	Medium	Early_Adopter	5	None	1.6	Medium
C073	Europe	26-35	Smart_Lighting	Likely	High	Mainstream	4	None	2.4	Large
C074	Latin_America	36-45	Smart_Thermostat	Neutral	Medium	Mainstream	3	Hardware	2.8	Large
C075	Asia_Pacific	46-55	Smart_Security	Unlikely	Low	Late_Adopter	2	Software	3.4	Small
C076	North_America	56+	Smart_TV	Likely	High	Late_Adopter	4	None	2	Medium
C077	Europe	18-25	Smart_Speaker	Very_Likely	Medium	Early_Adopter	5	None	1.9	Large
C078	Asia_Pacific	26-35	Smart_Lighting	Neutral	Low	Mainstream	3	Design	3.1	Small
C079	Latin_America	36-45	Smart_Thermostat	Likely	Medium	Mainstream	4	None	2.3	Large
C080	North_America	46-55	Smart_Security	Unlikely	High	Late_Adopter	2	Hardware	2.7	Medium
C081	Europe	56+	Smart_TV	Very_Unlikely	Low	Late_Adopter	1	Other	3.8	Large
C082	Asia_Pacific	18-25	Smart_Speaker	Very_Likely	Medium	Early_Adopter	4	None	2.2	Small
C083	North_America	26-35	Smart_Lighting	Likely	High	Mainstream	4	None	2.1	Medium
C084	Latin_America	36-45	Smart_Thermostat	Neutral	Medium	Mainstream	3	Software	2.6	Large
C085	Europe	46-55	Smart_Security	Unlikely	Low	Late_Adopter	2	Design	3.5	Large
C086	Asia_Pacific	56+	Smart_TV	Likely	High	Late_Adopter	3	None	2.2	Small
C087	North_America	18-25	Smart_Speaker	Very_Likely	Medium	Early_Adopter	5	None	1.7	Medium
C088	Europe	26-35	Smart_Lighting	Neutral	Low	Mainstream	3	Hardware	3	Large
C089	Latin_America	36-45	Smart_Thermostat	Likely	Medium	Mainstream	4	None	2.5	Large
C090	Asia_Pacific	46-55	Smart_Security	Unlikely	High	Late_Adopter	2	Software	2.8	Small
C091	North_America	56+	Smart_TV	Very_Unlikely	Low	Late_Adopter	1	Other	4	Medium
C092	Europe	18-25	Smart_Speaker	Very_Likely	Medium	Early_Adopter	5	None	1.8	Large
C093	Asia_Pacific	26-35	Smart_Lighting	Likely	High	Mainstream	4	None	2.3	Small
C094	Latin_America	36-45	Smart_Thermostat	Neutral	Medium	Mainstream	3	Design	2.7	Large
C095	North_America	46-55	Smart_Security	Unlikely	Low	Late_Adopter	2	Hardware	3.1	Medium
C096	Europe	56+	Smart_TV	Likely	High	Late_Adopter	4	None	2	Large
C097	Asia_Pacific	18-25	Smart_Speaker	Very_Likely	Medium	Early_Adopter	4	None	2.1	Small
C098	North_America	26-35	Smart_Lighting	Neutral	Low	Mainstream	3	Software	2.9	Medium
C099	Latin_America	36-45	Smart_Thermostat	Likely	Medium	Mainstream	3	None	2.4	Large
C100	Europe	46-55	Smart_Security	Unlikely	High	Late_Adopter	2	Design	3.3	Large
C101	Asia_Pacific	56+	Smart_TV	Very_Unlikely	Low	Late_Adopter	1	Other	4.1	Small
C102	North_America	18-25	Smart_Speaker	Very_Likely	Medium	Early_Adopter	5	None	1.9	Medium
C103	Europe	26-35	Smart_Lighting	Likely	High	Mainstream	4	None	2.2	Large
C104	Latin_America	36-45	Smart_Thermostat	Neutral	Medium	Mainstream	3	Hardware	2.6	Large
C105	Asia_Pacific	46-55	Smart_Security	Unlikely	Low	Late_Adopter	2	Software	3.2	Small
C106	North_America	56+	Smart_TV	Likely	High	Late_Adopter	4	None	2.1	Medium
C107	Europe	18-25	Smart_Speaker	Very_Likely	Medium	Early_Adopter	5	None	1.8	Large
C108	Asia_Pacific	26-35	Smart_Lighting	Neutral	Low	Mainstream	3	Design	3.4	Small
C109	Latin_America	36-45	Smart_Thermostat	Likely	Medium	Mainstream	4	None	2.3	Large
C110	North_America	46-55	Smart_Security	Unlikely	High	Late_Adopter	2	Hardware	2.8	Medium
C111	Europe	56+	Smart_TV	Very_Unlikely	Low	Late_Adopter	1	Other	3.9	Large
C112	Asia_Pacific	18-25	Smart_Speaker	Very_Likely	Medium	Early_Adopter	4	None	2	Small
C113	North_America	26-35	Smart_Lighting	Likely	High	Mainstream	4	None	2.4	Medium
C114	Latin_America	36-45	Smart_Thermostat	Neutral	Medium	Mainstream	3	Software	2.7	Large
C115	Europe	46-55	Smart_Security	Unlikely	Low	Late_Adopter	2	Design	3.3	Large
C116	Asia_Pacific	56+	Smart_TV	Likely	High	Late_Adopter	3	None	2.2	Small
C117	North_America	18-25	Smart_Speaker	Very_Likely	Medium	Early_Adopter	5	None	1.7	Medium
C118	Europe	26-35	Smart_Lighting	Neutral	Low	Mainstream	3	Hardware	3.1	Large
C119	Latin_America	36-45	Smart_Thermostat	Likely	Medium	Mainstream	4	None	2.5	Large
C120	Asia_Pacific	46-55	Smart_Security	Unlikely	High	Late_Adopter	2	Software	2.9	Small
C121	North_America	56+	Smart_TV	Very_Unlikely	Low	Late_Adopter	1	Other	3.8	Medium
C122	Europe	18-25	Smart_Speaker	Very_Likely	Medium	Early_Adopter	5	None	1.9	Large
C123	Asia_Pacific	26-35	Smart_Lighting	Likely	High	Mainstream	4	None	2.1	Small
C124	Latin_America	36-45	Smart_Thermostat	Neutral	Medium	Mainstream	3	Design	2.6	Large
C125	North_America	46-55	Smart_Security	Unlikely	Low	Late_Adopter	2	Hardware	3.4	Medium
C126	Europe	56+	Smart_TV	Likely	High	Late_Adopter	4	None	2	Large
C127	Asia_Pacific	18-25	Smart_Speaker	Very_Likely	Medium	Early_Adopter	4	None	2.3	Small
C128	North_America	26-35	Smart_Lighting	Neutral	Low	Mainstream	3	Software	2.8	Medium
C129	Latin_America	36-45	Smart_Thermostat	Likely	Medium	Mainstream	3	None	2.4	Large
C130	Europe	46-55	Smart_Security	Unlikely	High	Late_Adopter	2	Design	3.2	Large
C131	Asia_Pacific	56+	Smart_TV	Very_Unlikely	Low	Late_Adopter	1	Other	4.2	Small
C132	North_America	18-25	Smart_Speaker	Very_Likely	Medium	Early_Adopter	5	None	1.6	Medium
C133	Europe	26-35	Smart_Lighting	Likely	High	Mainstream	4	None	2.2	Large