SPRING 2015:

#Read Data 
data = read.table("SPRING 2015 TEAC.tab", header= TRUE, sep="\t")

Summary by Category:

## [1] "Student Teaching Assessment ELED K-6 (2012-2013 Format).Dispositions - Caring and effective teaching skill "
##          [,1]     [,2]
## [1,] 1.000000 0.300292
## [2,] 0.300292 1.000000
## [1] "Student Teaching Assessment SECED 7-12 (2012-2013 Format).Dispositions - Caring and effective teaching skill "
##           [,1]      [,2]
## [1,] 1.0000000 0.2804193
## [2,] 0.2804193 1.0000000
## [1] "Student Teaching Assessment Special Education Fall 2010.Dispositions - Caring and effective teaching skill "
##           [,1]      [,2]
## [1,] 1.0000000 0.2004685
## [2,] 0.2004685 1.0000000
## [1] "Student Teaching Assessment ELED K-6 (2012-2013 Format).Dispositions - Learning how to learn"
##           [,1]      [,2]
## [1,] 1.0000000 0.3299533
## [2,] 0.3299533 1.0000000
## [1] "Student Teaching Assessment SECED 7-12 (2012-2013 Format).Dispositions - Learning how to learn"
##         [,1]    [,2]
## [1,] 1.00000 0.21724
## [2,] 0.21724 1.00000
## [1] "Student Teaching Assessment Special Education Fall 2010.Dispositions - Learning how to learn"
##            [,1]       [,2]
## [1,] 1.00000000 0.08892044
## [2,] 0.08892044 1.00000000
## [1] "Student Teaching Assessment ELED K-6 (2012-2013 Format).Dispositons - Multicultural perspectives and accuracy"
##            [,1]       [,2]
## [1,] 1.00000000 0.05981504
## [2,] 0.05981504 1.00000000
## [1] "Student Teaching Assessment SECED 7-12 (2012-2013 Format).Dispositons - Multicultural perspectives and accuracy"
##           [,1]      [,2]
## [1,] 1.0000000 0.2618849
## [2,] 0.2618849 1.0000000
## [1] "Student Teaching Assessment Special Education Fall 2010.Dispositons - Multicultural perspectives and accuracy"
##           [,1]      [,2]
## [1,] 1.0000000 0.1609738
## [2,] 0.1609738 1.0000000
## [1] "Student Teaching Assessment ELED K-6 (2012-2013 Format).Overall Score"
##           [,1]      [,2]
## [1,] 1.0000000 0.5121818
## [2,] 0.5121818 1.0000000
## [1] "Student Teaching Assessment SECED 7-12 (2012-2013 Format).Overall Score"
##          [,1]     [,2]
## [1,] 1.000000 0.395175
## [2,] 0.395175 1.000000
## [1] "Student Teaching Assessment Special Education Fall 2010.Overall Score"
##             [,1]        [,2]
## [1,]  1.00000000 -0.08006408
## [2,] -0.08006408  1.00000000
## [1] "Student Teaching Assessment ELED K-6 (2012-2013 Format).TEAC Caring and effective teaching skill"
##           [,1]      [,2]
## [1,] 1.0000000 0.3375377
## [2,] 0.3375377 1.0000000
## [1] "Student Teaching Assessment SECED 7-12 (2012-2013 Format).TEAC Caring and effective teaching skill"
##           [,1]      [,2]
## [1,] 1.0000000 0.3056328
## [2,] 0.3056328 1.0000000
## [1] "Student Teaching Assessment Special Education Fall 2010.TEAC Caring and effective teaching skill"
##           [,1]      [,2]
## [1,] 1.0000000 0.1185786
## [2,] 0.1185786 1.0000000
## [1] "Student Teaching Assessment ELED K-6 (2012-2013 Format).TEAC Learning how to learn"
##           [,1]      [,2]
## [1,] 1.0000000 0.3401528
## [2,] 0.3401528 1.0000000
## [1] "Student Teaching Assessment SECED 7-12 (2012-2013 Format).TEAC Learning how to learn"
##           [,1]      [,2]
## [1,] 1.0000000 0.2590504
## [2,] 0.2590504 1.0000000
## [1] "Student Teaching Assessment Special Education Fall 2010.TEAC Learning how to learn"
##             [,1]        [,2]
## [1,]  1.00000000 -0.05499265
## [2,] -0.05499265  1.00000000
## [1] "Student Teaching Assessment ELED K-6 (2012-2013 Format).TEAC Multicultural perspectives and accuracy"
##           [,1]      [,2]
## [1,] 1.0000000 0.3032371
## [2,] 0.3032371 1.0000000
## [1] "Student Teaching Assessment SECED 7-12 (2012-2013 Format).TEAC Multicultural perspectives and accuracy"
##           [,1]      [,2]
## [1,] 1.0000000 0.2924868
## [2,] 0.2924868 1.0000000
## [1] "Student Teaching Assessment Special Education Fall 2010.TEAC Multicultural perspectives and accuracy"
##             [,1]        [,2]
## [1,]  1.00000000 -0.07780032
## [2,] -0.07780032  1.00000000
## [1] "Student Teaching Assessment ELED K-6 (2012-2013 Format).TEAC Pedagogical knowledge"
##           [,1]      [,2]
## [1,] 1.0000000 0.3250807
## [2,] 0.3250807 1.0000000
## [1] "Student Teaching Assessment SECED 7-12 (2012-2013 Format).TEAC Pedagogical knowledge"
##           [,1]      [,2]
## [1,] 1.0000000 0.2462679
## [2,] 0.2462679 1.0000000
## [1] "Student Teaching Assessment Special Education Fall 2010.TEAC Pedagogical knowledge"
##            [,1]       [,2]
## [1,] 1.00000000 0.02301485
## [2,] 0.02301485 1.00000000
## [1] "Student Teaching Assessment ELED K-6 (2012-2013 Format).TEAC Subject matter knowledge"
##           [,1]      [,2]
## [1,] 1.0000000 0.3106728
## [2,] 0.3106728 1.0000000
## [1] "Student Teaching Assessment SECED 7-12 (2012-2013 Format).TEAC Subject matter knowledge"
##          [,1]     [,2]
## [1,] 1.000000 0.273622
## [2,] 0.273622 1.000000
## [1] "Student Teaching Assessment Special Education Fall 2010.TEAC Subject matter knowledge"
##             [,1]        [,2]
## [1,]  1.00000000 -0.08074269
## [2,] -0.08074269  1.00000000
## [1] "Student Teaching Assessment ELED K-6 (2012-2013 Format).TEAC Technology"
##           [,1]      [,2]
## [1,] 1.0000000 0.4006373
## [2,] 0.4006373 1.0000000
## [1] "Student Teaching Assessment SECED 7-12 (2012-2013 Format).TEAC Technology"
##           [,1]      [,2]
## [1,] 1.0000000 0.1712642
## [2,] 0.1712642 1.0000000
## [1] "Student Teaching Assessment Special Education Fall 2010.TEAC Technology"
##             [,1]        [,2]
## [1,]  1.00000000 -0.02188776
## [2,] -0.02188776  1.00000000