I have posted the data set of salary of school teachers for all states in the USA. Categorize all the states in four regions. Region 1: Northern States, Region 2: Southern States, Region 3: Eastern States, and Region 4: Western States.

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is.xls

Sheet1

TABLE 10-4
REGIONAL DIFFERENCES IN PUBLIC SCHOOL TEACHERS' SALARIES, 1985
Pay =Average annual salary of public school teachers
PPS=Per pupil spending by public authorities
Area: 1=Northeast and North Central region
2=South
3=West 4=East
Dummy: D1 = 1 = Northeast and North Central Region
= 0 = Other regions
D2 = 1 = South
= 0 = Other regions
D3 = 1 = West
= 0 = other regions
State Pay PPS AREA D1 D2 D3
ME 19583 3346 4 1 0 0
NH 20263 3114 4 1 0 0
VT 20325 3554 4 1 0 0
MA 26800 4642 4 1 0 0
RI 29470 4669 4 1 0 0
CT 26610 4888 4 1 0 0
NY 30678 5710 4 1 0 0
NJ 27170 5536 4 1 0 0
PA 25853 4168 4 1 0 0
OH 24500 3547 4 1 0 0
IN 24274 3159 4 1 0 0
IL 27170 3621 4 1 0 0
MI 30168 3782 4 1 0 0
WI 26525 4247 4 1 0 0
MN 27360 3982 1 1 0 0
IA 21690 3568 1 1 0 0
MO 21974 3155 1 1 0 0
ND 20816 3059 1 1 0 0
SD 18095 2967 1 1 0 0
NE 20939 3285 1 1 0 0
KS 22644 3914 1 1 0 0
DE 24624 4517 4 0 1 0
MD 27186 4349 4 0 1 0
DC 33990 5020 4 0 1 0
VA 23382 3594 4 0 1 0
WV 20627 2821 4 0 1 0
NC 22795 3366 4 0 1 0
SC 21570 2920 4 0 1 0
GA 22080 2980 4 0 1 0
FL 22250 3731 4 0 1 0
KY 20940 2853 4 0 1 0
TN 21800 2533 4 0 1 0
AL 22934 2729 4 0 1 0
MS 18443 2305 4 0 1 0
AR 19538 2642 2 0 1 0
LA 20460 3124 4 0 1 0
OK 21419 2752 2 0 1 0
TX 25160 3429 2 0 1 0
MT 22482 3947 3 0 0 1
ID 20969 2509 3 0 0 1
WY 27224 5440 3 0 0 1
CO 25892 4042 3 0 0 1
NM 22644 3402 3 0 0 1
AZ 24640 2829 3 0 0 1
UT 22341 2297 3 0 0 1
NV 25610 2932 3 0 0 1
WA 26015 3705 3 0 0 1
OR 25788 4123 3 0 0 1
CA 29132 3608 3 0 0 1
AK 41480 8349 3 0 0 1
HA 25845 3766 3 0 0 1

Sheet2

Sheet3