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DistrictName,City,Lon,Lat,DistrictCode,TestsTaken,Score=1,Score=2,Score=3,Score=4,Score=5,Score1-2,Score 3-5,Year,Qualify,Success
Abington,Abington,-70.9453218,42.1048228,10000,146,13,32,55,34,12,30.8,69.2,2017 - 18,101,69.18%
Academy Of the Pacific Rim Charter Public,Boston,-71.0582912,42.3602534,4120000,57,24,21,10,2,0,78.9,21.1,2017 - 18,12,21.05%
Acton-Boxborough,Acton,-71.43284,42.4850931,6000000,"1,156",6,48,153,372,577,4.7,95.3,2017 - 18,"1,102",95.33%
Adams-Cheshire,Pittsfield,-73.2453785,42.4500967,6030000,144,32,64,37,11,0,66.7,33.3,2017 - 18,48,33.33%
Advanced Math and Science Academy Charter,Marlborough,-71.5522874,42.3459271,4300000,352,3,27,75,100,147,8.5,91.5,2017 - 18,322,91.48%
Agawam,Agawam,-72.6148117,42.0695391,50000,411,36,135,136,70,34,41.6,58.4,2017 - 18,240,58.39%
Amesbury,Amesbury,-70.9300548,42.8584235,70000,127,14,24,33,36,20,29.9,70.1,2017 - 18,89,70.08%
Amherst-Pelham,Amherst,-72.523143,42.3803676,6050000,231,7,29,60,65,70,15.6,84.4,2017 - 18,195,84.42%
Andover,Andover,-71.1408776

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District Name,Year,Tests Taken,Score,Level
Abby Kelley Foster Charter Public,2010 - 11,1,1,1
Abby Kelley Foster Charter Public,2010 - 11,,2,2
Abby Kelley Foster Charter Public,2010 - 11,,3,3
Abby Kelley Foster Charter Public,2010 - 11,,4,4
Abby Kelley Foster Charter Public,2010 - 11,,5,5
Abington,2014 - 15,99,4,1
Abington,2014 - 15,,30,2
Abington,2014 - 15,,35,3
Abington,2014 - 15,,21,4

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School Name,District,School,9-12 Pop,Tests Taken,% Students taking at least 1 AP Test,Score=1,Score=2,Score=3,Score=4,Score=5,% Score 1-2,% Score 3-5,# Tests Takers,One Test #,One Test %,Two Tests,Two Tests %,Three Tests,Four Tests,Five or More Tests
Abington High (Abington),Abington,Abington High,517,146,0.15,13,32,55,34,12,30.8,69.2,79,36,45.57%,21,26.58%,20,2,0
Academy Of the Pacific Rim Charter Public School (Academy Of the Pacific Rim Charter Public (District)),Academy Of the Pacific Rim Charter Public (District),Academy Of the Pacific Rim Charter Public School,211,57,0.15,24,21,10,2,0,78.9,21.1,32,15,46.88%,9,28.13%,8,0,0
Acton-Boxborough Regional High (Acton-Boxborough),Acton-Boxborough,Acton-Boxborough Regional High,1827,1156,0.28,6,48,153,372,577,4.7,95.3,518,195,37.64%,134,25.87%,104,53,32
Hoosac Valley High School (Adams-Cheshire),Adams-Cheshire,Hoosac Valley High School,296,144,0.33,32,64,37,11,0,66.7,33.3,98,65,66.33%,21,21.43%,11,1,0
Advanced Math and Science Academy Charter School (Advanced Mat

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This is a Massaschusetts Department of Elementary and Secondary Education (DESE) public data set on student retention. This report presents data on grade retention rates in Massachusetts public schools. The Massachusetts Department of Elementary and Secondary Education defines a student retention as: a student who was reported to have repeated the grade in which he or she was enrolled during the previous school year.

What are the most attending districts? Are there geopraphical patterns to absenteeism? Is there a correlations between retention and absenteeism?

Year (quantitative), District Name (Categorical), Chronically Absent (10% or more) (quantitative)

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DistrictName,City,Lon,Lat,DistrictCode,TestsTaken,Score=1,Score=2,Score=3,Score=4,Score=5,Score1-2,Score 3-5,Year,Qualify,Success
Abby Kelley Foster Charter Public,Worcester,-71.8022934,42.2625932,04450000,1,,,,,,    .0,    .0,2010 - 11,0,0.00%
Abington,Abington,-70.9453218,42.1048228,00010000,99,4,30,35,21,9,  34.3,  65.7,2014 - 15,65,65.66%
Abington,Abington,-70.9453218,42.1048228,00010000,123,8,46,40,20,9,  43.9,  56.1,2015 - 16,69,56.10%
Abington,Abington,-70.9453218,42.1048228,00010000,128,11,45,46,22,4,  43.8,  56.3,2016 - 17,72,56.25%
Abington,Abington,-70.9453218,42.1048228,00010000,75,5,29,29,9,3,  45.3,  54.7,2012 - 13,41,54.67%
Abington,Abington,-70.9453218,42.1048228,00010000,105,12,36,40,11,6,  45.7,  54.3,2011 - 12,57,54.29%
Abington,Abington,-70.9453218,42.1048228,00010000,93,16,25,30,14,8,  44.1,  55.9,2010 - 11,52,55.91%
Abington,Abington,-70.9453218,42.1048228,00010000,146,13,32,55,34,12,  30.8,  69.2,2017 - 18,101,69.18%
Academy Of the Pacific Rim Charter Public,Boston,-71.0582912,42.360253

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This is a Massaschusetts Department of Elementary and Secondary Education (DESE) public data set on Drop Out Rates showing the percentage of Massachusetts public high school graduates who drop out of high school.

Are there geographical patterns in MA Drop Out Rates? Are there notable dropout patterns with Gender, Race, or Grade? What are the most significant dimensions to dropout rates in MA? What are the best and worst performing schools districts with regard to dropout rates?

Most Interesting: Gender (categorical), Race (Categorical)