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Test constellate client removal on one notebook #31

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17 changes: 17 additions & 0 deletions All-sample-files/DataViz1_CountyComparisonUnempRaw.csv
Original file line number Diff line number Diff line change
@@ -0,0 +1,17 @@
"Location","Labor Force","Labor Force","Labor Force","Employment","Employment","Employment","Unemployment","Unemployment","Unemployment","Rate","Rate","Rate"
"","Feb-2023","Jan-2023","Feb-2022","Feb-2023","Jan-2023","Feb-2022","Feb-2023","Jan-2023","Feb-2022","Feb-2023","Jan-2023","Feb-2022"
"Massachusetts","3763398","3759154","3752740","3604461","3606002","3590351","158937","153152","162389","4.2","4.1","4.3"
"Barnstable County","108646","108515","106665","100791","101282","98713","7855","7233","7952","7.2","6.7","7.5"
"Berkshire County","61320","61241","62226","58158","58163","58860","3162","3078","3366","5.2","5.0","5.4"
"Bristol County","300028","299672","301282","282916","283720","283505","17112","15952","17777","5.7","5.3","5.9"
"Dukes County","8403","8358","8563","7631","7662","7759","772","696","804","9.2","8.3","9.4"
"Essex County","424616","424920","422510","406130","407347","403376","18486","17573","19134","4.4","4.1","4.5"
"Franklin County","40085","39904","40200","38528","38398","38547","1557","1506","1653","3.9","3.8","4.1"
"Hampden County","225735","224172","224669","213794","212543","211839","11941","11629","12830","5.3","5.2","5.7"
"Hampshire County","90085","89585","89254","86743","86231","85949","3342","3354","3305","3.7","3.7","3.7"
"Middlesex County","914953","915261","911791","885052","885816","882456","29901","29445","29335","3.3","3.2","3.2"
"Nantucket County","6837","6715","6846","5765","5766","5775","1072","949","1071","15.7","14.1","15.6"
"Norfolk County","395358","395404","393526","381002","381211","379481","14356","14193","14045","3.6","3.6","3.6"
"Plymouth County","285373","285025","285146","272575","272836","271074","12798","12189","14072","4.5","4.3","4.9"
"Suffolk County","455084","455415","453870","438766","439005","436827","16318","16410","17043","3.6","3.6","3.8"
"Worcester County","446151","444964","446191","426016","426020","426191","20135","18944","20000","4.5","4.3","4.5"
15 changes: 15 additions & 0 deletions All-sample-files/DataViz1_CountyComparison_preprocessed.csv
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COUNTY,Feb Labor Force,Jan Labor Force,Feb Employment,Jan Employment,Feb Unemployment,Jan Unemployment,Feb Rate,Jan Rate
BARNSTABLE,108646,108515,100791,101282,7855,7233,7.2,6.7
BERKSHIRE,61320,61241,58158,58163,3162,3078,5.2,5.0
BRISTOL,300028,299672,282916,283720,17112,15952,5.7,5.3
DUKES,8403,8358,7631,7662,772,696,9.2,8.3
ESSEX,424616,424920,406130,407347,18486,17573,4.4,4.1
FRANKLIN,40085,39904,38528,38398,1557,1506,3.9,3.8
HAMPDEN,225735,224172,213794,212543,11941,11629,5.3,5.2
HAMPSHIRE,90085,89585,86743,86231,3342,3354,3.7,3.7
MIDDLESEX,914953,915261,885052,885816,29901,29445,3.3,3.2
NANTUCKET,6837,6715,5765,5766,1072,949,15.7,14.1
NORFOLK,395358,395404,381002,381211,14356,14193,3.6,3.6
PLYMOUTH,285373,285025,272575,272836,12798,12189,4.5,4.3
SUFFOLK,455084,455415,438766,439005,16318,16410,3.6,3.6
WORCESTER,446151,444964,426016,426020,20135,18944,4.5,4.3
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43 changes: 43 additions & 0 deletions All-sample-files/DataViz2_ChildhoodLeadPoisoning_County_2020.csv
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Geo Description,Year,BLL Category,Sex,Case Count,Lead Screening Count,Rate,95% Confidence Interval,State BLL Case Count,State Lead Screening Count,"State Rate per 1,000",Statistical Significance,High-risk,Stability,Average(BLL Case Count),Average(Lead Screening Count),Total(Rate),95 percent Total(Confidence Interval),State Average BLL Cases Count,State Average Screening Count,State Rate,Statistical Significance for Annual Average
Barnstable,2020,Estimated Confirmed  5 g/dL (elevated),Female,12,1602,7.5,3.2 - 11.7,893,73476,12.1536284,Not statistically different,NA ,Stable ,,,,,,,,
Barnstable,2020,Estimated Confirmed  5 g/dL (elevated),Male,5,1720,2.9,0.3 - 5.4,1102,76434,14.41766753,Statistically significantly lower,NA ,Unstable,,,,,,,,
Barnstable,2020,Estimated Confirmed  5 g/dL (elevated),Total,17,3322,5.1,2.6 - 7.5,1995,149910,13.30798479,Statistically significantly lower,NA ,Stable ,17,3322,5.1,2.6 - 7.5,27930,149910,13.30798479,Statistically significantly lower
Berkshire,2020,Estimated Confirmed  5 g/dL (elevated),Female,22,1098,20,11.6 - 28.4,893,73476,12.1536284,Not statistically different,NA ,Stable ,,,,,,,,
Berkshire,2020,Estimated Confirmed  5 g/dL (elevated),Male,43,1155,37.2,26.1 - 48.3,1102,76434,14.41766753,Statistically significantly higher,NA ,Stable ,,,,,,,,
Berkshire,2020,Estimated Confirmed  5 g/dL (elevated),Total,65,2253,28.9,21.8 - 35.8,1995,149910,13.30798479,Statistically significantly higher,NA ,Stable ,65,2253,28.9,21.8 - 35.8,27930,149910,13.30798479,Statistically significantly higher
Bristol,2020,Estimated Confirmed  5 g/dL (elevated),Female,121,6643,18.2,14.9 - 21.4,893,73476,12.1536284,Statistically significantly higher,NA ,Stable ,,,,,,,,
Bristol,2020,Estimated Confirmed  5 g/dL (elevated),Male,149,6943,21.5,18.0 - 24.9,1102,76434,14.41766753,Statistically significantly higher,NA ,Stable ,,,,,,,,
Bristol,2020,Estimated Confirmed  5 g/dL (elevated),Total,270,13586,19.9,17.5 - 22.2,1995,149910,13.30798479,Statistically significantly higher,NA ,Stable ,270,13586,19.9,17.5 - 22.2,27930,149910,13.30798479,Statistically significantly higher
Dukes,2020,Estimated Confirmed  5 g/dL (elevated),Female,NS,142,21.1,NS,893,73476,12.1536284,NS,NA ,NS ,,,,,,,,
Dukes,2020,Estimated Confirmed  5 g/dL (elevated),Male,NS,142,21.1,NS,1102,76434,14.41766753,NS,NA ,NS ,,,,,,,,
Dukes,2020,Estimated Confirmed  5 g/dL (elevated),Total,6,284,21.1,4.2 - 38.0,1995,149910,13.30798479,Not statistically different,NA ,Unstable,6,284,21.1,4.2 - 38.0,27930,149910,13.30798479,Not statistically different
Essex,2020,Estimated Confirmed  5 g/dL (elevated),Female,121,9556,12.7,10.4 - 14.9,893,73476,12.1536284,Not statistically different,NA ,Stable ,,,,,,,,
Essex,2020,Estimated Confirmed  5 g/dL (elevated),Male,143,10172,14.1,11.7 - 16.3,1102,76434,14.41766753,Not statistically different,NA ,Stable ,,,,,,,,
Essex,2020,Estimated Confirmed  5 g/dL (elevated),Total,264,19728,13.4,11.7 - 14.9,1995,149910,13.30798479,Not statistically different,NA ,Stable ,264,19728,13.4,11.7 - 14.9,27930,149910,13.30798479,Not statistically different
Franklin,2020,Estimated Confirmed  5 g/dL (elevated),Female,10,428,23.4,8.8 - 37.8,893,73476,12.1536284,Not statistically different,NA ,Unstable,,,,,,,,
Franklin,2020,Estimated Confirmed  5 g/dL (elevated),Male,12,407,29.5,12.8 - 46.1,1102,76434,14.41766753,Not statistically different,NA ,Stable ,,,,,,,,
Franklin,2020,Estimated Confirmed  5 g/dL (elevated),Total,22,835,26.3,15.3 - 37.3,1995,149910,13.30798479,Statistically significantly higher,NA ,Stable ,22,835,26.3,15.3 - 37.3,27930,149910,13.30798479,Statistically significantly higher
Hampden,2020,Estimated Confirmed  5 g/dL (elevated),Female,80,4722,16.9,13.2 - 20.6,893,73476,12.1536284,Statistically significantly higher,NA ,Stable ,,,,,,,,
Hampden,2020,Estimated Confirmed  5 g/dL (elevated),Male,103,4948,20.8,16.7 - 24.8,1102,76434,14.41766753,Statistically significantly higher,NA ,Stable ,,,,,,,,
Hampden,2020,Estimated Confirmed  5 g/dL (elevated),Total,183,9670,18.9,16.1 - 21.6,1995,149910,13.30798479,Statistically significantly higher,NA ,Stable ,183,9670,18.9,16.1 - 21.6,27930,149910,13.30798479,Statistically significantly higher
Hampshire,2020,Estimated Confirmed  5 g/dL (elevated),Female,10,900,11.1,4.2 - 17.9,893,73476,12.1536284,Not statistically different,NA ,Unstable,,,,,,,,
Hampshire,2020,Estimated Confirmed  5 g/dL (elevated),Male,17,916,18.6,9.7 - 27.3,1102,76434,14.41766753,Not statistically different,NA ,Stable ,,,,,,,,
Hampshire,2020,Estimated Confirmed  5 g/dL (elevated),Total,27,1816,14.9,9.2 - 20.4,1995,149910,13.30798479,Not statistically different,NA ,Stable ,27,1816,14.9,9.2 - 20.4,27930,149910,13.30798479,Not statistically different
Middlesex,2020,Estimated Confirmed  5 g/dL (elevated),Female,165,17554,9.4,7.9 - 10.8,893,73476,12.1536284,Statistically significantly lower,NA ,Stable ,,,,,,,,
Middlesex,2020,Estimated Confirmed  5 g/dL (elevated),Male,191,17900,10.7,9.1 - 12.1,1102,76434,14.41766753,Statistically significantly lower,NA ,Stable ,,,,,,,,
Middlesex,2020,Estimated Confirmed  5 g/dL (elevated),Total,356,35454,10,8.9 - 11.0,1995,149910,13.30798479,Statistically significantly lower,NA ,Stable ,356,35454,10.0,8.9 - 11.0,27930,149910,13.30798479,Statistically significantly lower
Nantucket,2020,Estimated Confirmed  5 g/dL (elevated),Female,NS,107,18.7,NS,893,73476,12.1536284,NS,NA ,NS ,,,,,,,,
Nantucket,2020,Estimated Confirmed  5 g/dL (elevated),Male,NS,110,9.1,NS,1102,76434,14.41766753,NS,NA ,NS ,,,,,,,,
Nantucket,2020,Estimated Confirmed  5 g/dL (elevated),Total,NS,217,13.8,NS,1995,149910,13.30798479,NS,NA ,NS ,NS,217,NS,NS,27930,149910,13.30798479,NS
Norfolk,2020,Estimated Confirmed  5 g/dL (elevated),Female,49,8212,6,4.2 - 7.6,893,73476,12.1536284,Statistically significantly lower,NA ,Stable ,,,,,,,,
Norfolk,2020,Estimated Confirmed  5 g/dL (elevated),Male,38,8525,4.5,3.0 - 5.8,1102,76434,14.41766753,Statistically significantly lower,NA ,Stable ,,,,,,,,
Norfolk,2020,Estimated Confirmed  5 g/dL (elevated),Total,87,16737,5.2,4.1 - 6.2,1995,149910,13.30798479,Statistically significantly lower,NA ,Stable ,87,16737,5.2,4.1 - 6.2,27930,149910,13.30798479,Statistically significantly lower
Plymouth,2020,Estimated Confirmed  5 g/dL (elevated),Female,65,5931,11,8.2 - 13.6,893,73476,12.1536284,Not statistically different,NA ,Stable ,,,,,,,,
Plymouth,2020,Estimated Confirmed  5 g/dL (elevated),Male,78,6222,12.5,9.7 - 15.3,1102,76434,14.41766753,Not statistically different,NA ,Stable ,,,,,,,,
Plymouth,2020,Estimated Confirmed  5 g/dL (elevated),Total,143,12153,11.8,9.8 - 13.6,1995,149910,13.30798479,Not statistically different,NA ,Stable ,143,12153,11.8,9.8 - 13.6,27930,149910,13.30798479,Not statistically different
Suffolk,2020,Estimated Confirmed  5 g/dL (elevated),Female,105,8073,13,10.5 - 15.4,893,73476,12.1536284,Not statistically different,NA ,Stable ,,,,,,,,
Suffolk,2020,Estimated Confirmed  5 g/dL (elevated),Male,131,8249,15.9,13.1 - 18.6,1102,76434,14.41766753,Not statistically different,NA ,Stable ,,,,,,,,
Suffolk,2020,Estimated Confirmed  5 g/dL (elevated),Total,236,16322,14.5,12.6 - 16.3,1995,149910,13.30798479,Not statistically different,NA ,Stable ,236,16322,14.5,12.6 - 16.3,27930,149910,13.30798479,Not statistically different
Worcester,2020,Estimated Confirmed  5 g/dL (elevated),Female,99,8508,11.6,9.3 - 13.9,893,73476,12.1536284,Not statistically different,NA ,Stable ,,,,,,,,
Worcester,2020,Estimated Confirmed  5 g/dL (elevated),Male,140,9025,15.5,12.9 - 18.0,1102,76434,14.41766753,Not statistically different,NA ,Stable ,,,,,,,,
Worcester,2020,Estimated Confirmed  5 g/dL (elevated),Total,239,17533,13.6,11.9 - 15.3,1995,149910,13.30798479,Not statistically different,NA ,Stable ,239,17533,13.6,11.9 - 15.3,27930,149910,13.30798479,Not statistically different
93 changes: 93 additions & 0 deletions All-sample-files/DataViz2_OpioidAddictionData.csv
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Category: Addiction,,,,
Source: Massachusetts DPH Opioid Report,,,,
Chart: Opioid-Related Overdose Death Rates (2014-2020),,,,
"Note: Data for Asian, NH females were excluded due to rate instability from low death counts",,,,
,,,,
Year,Race/Ethnicity,Measure,Sex,"Age-Adjusted Rate per 100,000"
2014,"White, NH",Confirmed Opioid-Related Overdose Death Rate,Female,13.8
2015,"White, NH",Confirmed Opioid-Related Overdose Death Rate,Female,15.6
2016,"White, NH",Confirmed Opioid-Related Overdose Death Rate,Female,19.9
2017,"White, NH",Confirmed Opioid-Related Overdose Death Rate,Female,16.7
2018,"White, NH",Confirmed Opioid-Related Overdose Death Rate,Female,19.5
2019,"White, NH",Confirmed Opioid-Related Overdose Death Rate,Female,17.4
2020,"White, NH",Confirmed Opioid-Related Overdose Death Rate,Female,18.8
2014,"Black, NH",Confirmed Opioid-Related Overdose Death Rate,Female,8.2
2015,"Black, NH",Confirmed Opioid-Related Overdose Death Rate,Female,9
2016,"Black, NH",Confirmed Opioid-Related Overdose Death Rate,Female,10.7
2017,"Black, NH",Confirmed Opioid-Related Overdose Death Rate,Female,8.8
2018,"Black, NH",Confirmed Opioid-Related Overdose Death Rate,Female,9.1
2019,"Black, NH",Confirmed Opioid-Related Overdose Death Rate,Female,12.3
2020,"Black, NH",Confirmed Opioid-Related Overdose Death Rate,Female,16.2
2014,Hispanic,Confirmed Opioid-Related Overdose Death Rate,Female,4.8
2015,Hispanic,Confirmed Opioid-Related Overdose Death Rate,Female,7
2016,Hispanic,Confirmed Opioid-Related Overdose Death Rate,Female,11
2017,Hispanic,Confirmed Opioid-Related Overdose Death Rate,Female,9.1
2018,Hispanic,Confirmed Opioid-Related Overdose Death Rate,Female,10.5
2019,Hispanic,Confirmed Opioid-Related Overdose Death Rate,Female,8.2
2020,Hispanic,Confirmed Opioid-Related Overdose Death Rate,Female,13.8
2014,"White, NH",Confirmed Opioid-Related Overdose Death Rate,Male,34.2
2015,"White, NH",Confirmed Opioid-Related Overdose Death Rate,Male,46.9
2016,"White, NH",Confirmed Opioid-Related Overdose Death Rate,Male,53.3
2017,"White, NH",Confirmed Opioid-Related Overdose Death Rate,Male,51
2018,"White, NH",Confirmed Opioid-Related Overdose Death Rate,Male,49.5
2019,"White, NH",Confirmed Opioid-Related Overdose Death Rate,Male,49.5
2020,"White, NH",Confirmed Opioid-Related Overdose Death Rate,Male,47.6
2014,"Black, NH",Confirmed Opioid-Related Overdose Death Rate,Male,14.5
2015,"Black, NH",Confirmed Opioid-Related Overdose Death Rate,Male,22.8
2016,"Black, NH",Confirmed Opioid-Related Overdose Death Rate,Male,22.7
2017,"Black, NH",Confirmed Opioid-Related Overdose Death Rate,Male,34.8
2018,"Black, NH",Confirmed Opioid-Related Overdose Death Rate,Male,22.8
2019,"Black, NH",Confirmed Opioid-Related Overdose Death Rate,Male,32.6
2020,"Black, NH",Confirmed Opioid-Related Overdose Death Rate,Male,57.1
2014,Hispanic,Confirmed Opioid-Related Overdose Death Rate,Male,27.1
2015,Hispanic,Confirmed Opioid-Related Overdose Death Rate,Male,34.7
2016,Hispanic,Confirmed Opioid-Related Overdose Death Rate,Male,54
2017,Hispanic,Confirmed Opioid-Related Overdose Death Rate,Male,55
2018,Hispanic,Confirmed Opioid-Related Overdose Death Rate,Male,53
2019,Hispanic,Confirmed Opioid-Related Overdose Death Rate,Male,57.2
2020,Hispanic,Confirmed Opioid-Related Overdose Death Rate,Male,59.8
2014,"Asian/Pacific Islander, NH",Confirmed Opioid-Related Overdose Death Rate,Male,3.6
2015,"Asian/Pacific Islander, NH",Confirmed Opioid-Related Overdose Death Rate,Male,3.5
2016,"Asian/Pacific Islander, NH",Confirmed Opioid-Related Overdose Death Rate,Male,4.8
2017,"Asian/Pacific Islander, NH",Confirmed Opioid-Related Overdose Death Rate,Male,4.9
2018,"Asian/Pacific Islander, NH",Confirmed Opioid-Related Overdose Death Rate,Male,6.6
2019,"Asian/Pacific Islander, NH",Confirmed Opioid-Related Overdose Death Rate,Male,4
2020,"Asian/Pacific Islander, NH",Confirmed Opioid-Related Overdose Death Rate,Male,6.2
,,,,
,,,,
Category: Addiction,,,,
Source: Bureau of Substance Addiction Services,,,,
"Notes: Opioid includes heroin, fentanyl, non-Rx opiates, Rx opiates, and other opiates; FY2020 & FY2021 admissions were impacted by the COVID-19 pandemic.",,,,
"Chart: Median Age of New Clients at Initial Admission to a BSAS Funded/Licensed Program where Opioid* was reported as Primary Substance By Race/Ethnicity, FY2017-FY2021",,,,
,,,,
Year,Race/Ethnicity,Measure,Years,
2017,"White, NH",Median Age at Initial Admission,29,
2017,"Black, NH",Median Age at Initial Admission,33,
2017,Hispanic,Median Age at Initial Admission,32,
2017,Multiracial,Median Age at Initial Admission,28,
2017,"Asian, NH",Median Age at Initial Admission,28,
2017,Other,Median Age at Initial Admission,29,
2018,"White, NH",Median Age at Initial Admission,32,
2018,"Black, NH",Median Age at Initial Admission,34,
2018,Hispanic,Median Age at Initial Admission,33,
2018,Multiracial,Median Age at Initial Admission,29,
2018,"Asian, NH",Median Age at Initial Admission,30,
2018,Other,Median Age at Initial Admission,30,
2019,"White, NH",Median Age at Initial Admission,33,
2019,"Black, NH",Median Age at Initial Admission,33,
2019,Hispanic,Median Age at Initial Admission,34,
2019,Multiracial,Median Age at Initial Admission,31,
2019,"Asian, NH",Median Age at Initial Admission,35,
2019,Other,Median Age at Initial Admission,30,
2020,"White, NH",Median Age at Initial Admission,33,
2020,"Black, NH",Median Age at Initial Admission,37,
2020,Hispanic,Median Age at Initial Admission,34,
2020,Multiracial,Median Age at Initial Admission,31,
2020,"Asian, NH",Median Age at Initial Admission,35,
2020,Other,Median Age at Initial Admission,30,
2021,"White, NH",Median Age at Initial Admission,34,
2021,"Black, NH",Median Age at Initial Admission,35,
2021,Hispanic,Median Age at Initial Admission,34,
2021,Multiracial,Median Age at Initial Admission,36,
2021,"Asian, NH",Median Age at Initial Admission,33,
2021,Other,Median Age at Initial Admission,34,
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