Replication Data for: Decoupling Visualization and Testing when Presenting Confidence Intervals (doi:10.7910/DVN/GFLSLH)

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Replication Data for: Decoupling Visualization and Testing when Presenting Confidence Intervals

doi:10.7910/DVN/GFLSLH

Harvard Dataverse

2024-11-15

1

Armstrong II, David A.; Poirier, William, 2024, "Replication Data for: Decoupling Visualization and Testing when Presenting Confidence Intervals", https://doi.org/10.7910/DVN/GFLSLH, Harvard Dataverse, V1, UNF:6:7YwBZigHqeniuWXi2e77lQ== [fileUNF]

Replication Data for: Decoupling Visualization and Testing when Presenting Confidence Intervals

doi:10.7910/DVN/GFLSLH

Armstrong II, David A. (Western University)

Poirier, William (Western University)

<i>Political Analysis</i>

Harvard Dataverse

Armstrong, Dave

Armstrong, Dave

2024-09-29

https://doi.org/10.7910/DVN/GFLSLH

Social Sciences

Confidence intervals are ubiquitous in the presentation of social science models, data, and effects. When several intervals are plotted together, one natural inclination is to ask whether the estimates represented by those intervals are significantly different from each other. Unfortunately, there is no general rule or procedure that would allow us to answer this question from the confidence intervals alone. It is well known that using the overlaps in 95% confidence intervals to perform significance tests at the 0.05 level does not work. Recent scholarship has developed and refined a set of tools for inferential confidence intervals that permit inference on confidence intervals with the appropriate type I error rate in many different bivariate contexts. These are all based on the same underlying idea of identifying the multiple of the standard error (i.e., a new confidence level) such that the overlap in confidence intervals matches the desired type I error rate. These procedures remain stymied by multiple simultaneous comparisons. We propose an entirely new procedure for developing inferential confidence intervals that decouples the testing and visualization that can overcome many of these problems in any visual testing scenario. We provide software in R and Stata to accomplish this goal.

Forthcoming, Political Analysis

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Forthcoming, Political Analysis

• Number of cases: 5103

• No. of variables per record: 4

• Type of File: text/tab-separated-values

UNF:6:Jjyqye1yg1T+Y+AQxzaAtw==

• Number of cases: 618

• No. of variables per record: 5

• Type of File: text/tab-separated-values

UNF:6:e5w43Eq9iGrle8Qmg6+gcg==

• Number of cases: 5266

• No. of variables per record: 120

• Type of File: text/tab-separated-values

UNF:6:Nb6ncGvHVtj+Hi931FGaHQ==

• SCSUP1 - [If the U.S. Supreme Court started making a lot of decisions that most people disagree with, it might be better to do away with the Supreme Court altogether.] For each of the following statements, could you indicate whether you agree or disagree with them?
• WAVE - Survey
• WEIGHT - Post-stratification weights - 18+ general population (N=1,070)
• agree1
• partisanSelection
• participantPID
• participantPID2
• mostQualifiedPerson
• scholarship
• CaseId - Case ID
• WEIGHT - Post-stratification weights - 18+ general population (N=1,070)
• RND_04 - DATA-ONLY VARIABLE: Controls randomization at WUSTL1
• RND_05 - DATA-ONLY VARIABLE: Controls randomization at WUSTL4
• SCLIB - In general, would you say that the U.S. Supreme Court is:
• SCSUP1 - [If the U.S. Supreme Court started making a lot of decisions that most people disagree with, it might be better to do away with the Supreme Court altogether.] For each of the following statements, could you indicate whether you agree or disagree with them
• SCSUP5 - [Justices on the U.S. Supreme Court who consistently make unpopular decisions should be removed from their position as Justice.] For each of the following statements, could you indicate whether you agree or disagree with them?
• SCSUP7 - [The U.S. Supreme Court ought to be made less independent so that it listens a lot more to what the people want.] For each of the following statements, could you indicate whether you agree or disagree with them?
• CURB4 - There are currently many proposals for changes in the U.S. Supreme Court. How strongly would you support or oppose the following change? Having judges serve a fixed term on the Supreme Court – like six or eight years — rather than serving life terms.
• ABORTION - Do you think abortion should be…
• MORAL - How much are your feelings about whether abortions ought to be legal or illegal throughout the United States connected to your core moral beliefs or convictions?
• AWARE - How much have you heard or read about the Supreme Court decision earlier this year on abortion that overturned the 1973 Roe v. Wade decision?
• APPROVE - As you may know, the Supreme Court’s decision found that the U.S. Constitution does not guarantee a right to abortion and that abortion laws can be set by each state. All in all, to what extent do you approve or disapprove of this decision?
• REPLACE1 - If... the U.S. Supreme Court expands its earlier ruling... to a new ruling outlawing abortion in all circumstances..., would you support or oppose getting rid of the current U.S. Supreme Court and replacing it with a new court...?
• REPLACE2 - If... the U.S. Supreme Court replaces its earlier ruling... with a new ruling allowing abortion in most circumstances... would you support or oppose getting rid of the current U.S. Supreme Court and replacing it with a new court...?
• PARTYID - DATA-ONLY: Computed 7-level Party ID
• PartyID5 - DATA-ONLY: Computed 5-level Party ID
• POLVIEWS - DATA-ONLY: Computed 5-level political ideology
• STARTDT_WUSTL - WUSTL: Supreme Court Survey Omnibus Section start date/time
• ENDDT_WUSTL - WUSTL: Supreme Court Survey Omnibus Section end date/time
• duration_WUSTL - WUSTL: Supreme Court Survey Omnibus Section start date/time
• SURV_MODE - Survey interview mode (online or phone)
• SURV_LANG - Survey Interview Language
• Device - Device
• GENDER - Respondent gender
• AGE - Respondent age
• AGE4 - Age - 4 Categories
• AGE7 - Age - 7 Categories
• RACETHNICITY - Combined Race/Ethnicity
• EDUC5 - 5-level education
• MARITAL - Marital Status
• EMPLOY - Current Employment Status
• INCOME - Household Income
• INCOME4 - 4-level Household Income
• INCOME9 - 9-level Household Income
• STATE - State
• REGION4 - 4-level region
• REGION9 - 9-level region
• METRO - Metropolitan area flag
• INTERNET - HH internet access via dial-up, DSL, or cable broadband at home
• HOUSING - Home Ownership
• HOME_TYPE - Type of building of panelists' residence
• PHONESERVICE - Telephone service for the household
• HHSIZE - Household size (including children)
• HH01 - Number of HH members age 0-1
• HH25 - Number of HH members age 2-5
• HH612 - Number of HH members age 6-12
• HH1317 - Number of HH members age 13-17
• HH18OV - Number of HH members age 18+
• RACED - Whether White
• MARITALD - Whether Married
• EMPLOYD - Whether Employeed
• GENDERD - Whether Female
• OWNHOMED - WHETHER OWNS HOME
• SCSUP3IC - Number of Anti-Legitimacy Items Endorsed (Of Three)
• SCSUP3INC - Number of Pro-Legitimacy Items Endorsed (Of Three)
• SCSUP3IX - Average Support for the Supreme Court
• SCLIBD - Specific Support, Satisfaction with Court Decisions
• SCDISTANCE - Ideological Distance between the Respondent and the Court
• ABORTIOND - Whether Support Abortion Rights
• REPLACE - Reaction to New Court Decision
• ABORTMORAL
• APPROVEORIG
• ABORTIONORIG - Do you abortion should be . .
• MORALORIG
• AWAREORIG
• SCDISTANCEORIG
• SCDISTANCE2
• POLVIEWSORIG
• PARTYIDORIG
• AGE7ORIG
• EDUC5ORIG
• INCOME9ORIG
• APPAWARE
• BANABORT1 - ACCEPTING OUTCOME, ILLEGAL IN ALL CASES
• BANABORT2 - ACCEPTING OUTCOME, ILLEGAL IN ALL OR MOST CASES
• ALLOWABORT1 - ACCEPTING OUTCOME, LEGAL IN ALL CASES
• ALLOWABORT2 - ACCEPTING OUTCOME, LEGAL IN ALL OR MOST CASES
• WAVE - Survey
• SCSUP2 - Eliminate jurisdiction over controversial issues
• SCSUP4 - Court gets too mixed up in politics
• SCSUP8 - Need stronger means of controlling the Court
• SCDKSUPC - NUMBER OF DON'T KNOW REPLIES, OF 6
• SCSUPX - Average Support for the U.S. Supreme Court
• SCSUPC - Average Number of Supreme Court Statements with Pro-Legitimacy Responses
• SCNSUPC - NUMBER OF NON-SUPPORTIVE REPLIES, OF 6
• PRESSUP1 - No matter what he does, President Joe Biden will never be my president.
• PRESSUP2 - Because of how he was elected, the powers of Joe Biden as president should be limited much more than earlier presidents were limited.
• PRESSUP3 - Any laws passed under a Joe Biden administration are not valid and don’t deserve to be respected and followed.
• PRESSUP5 - All things considered, the American people have an obligation to accept Joe Biden as the legitimate leader of our country.
• PRESSUPX - Average Support for the Biden Presidency
• PRESSUPC - Number of Presidential Statements with Pro-Legitimacy Responses
• PRESNSUPC - NUMBER OF STATEMENTS WITH ANTI-PRESIDENTIAL LEGITIMACY RESPONSE
• SENSUP1 - If the U.S. Senate started making a lot of decisions that most people disagree with, it might be better to do away with the Senate altogether.
• SENSUP5 - No matter what it does, the U.S. Senate will never represent me and people like me.
• SENSUP6 - The country would be better off replacing every current U.S. senator with someone new.
• SENSUP7 - The U.S. Senate ought to be changed so that for each state the number of senators and representatives in the U.S. Congress is the same—435 Representatives and 435 Senators.
• SENSUPX - Average Support for the U.S. Senate
• SENSUPC - Average Number of U.S. Senate Statements with Pro-Legitimacy Responses
• SENNSUPC - Senate Legitimacy, Number of Non-Supportive Replies (Of Four)
• CURB1 - Eliminating the ability of the Supreme Court to declare laws passed by Congress unconstitutional.
• CURB2 - Requiring at least seven members of the Supreme Court to agree before issuing any decision declaring a law passed by Congress unconstitutional.
• CURB3 - Having judges elected by the people rather than appointed by the president.
• CURB5 - Increasing the size of the Supreme Court from 9 to 18 justices.
• WEIGHTJAN5 - Post-stratification weights - 18+ general population (N=1,026)
• PRESSUP4 - Because of how he was elected, governmental officials should not cooperate with a Joe Biden presidency in any way whatsoever
• POLVIEWSORIGINAL - Ideological Self Identification
• PARTYIDORIGINAL - Party Self Identification
• INT4
• INT3
• INT2
• WEIGHT2020
• PID3
• IDEO3
• SYEAR
• WAVEA
• INT4A
• INT1
• INT5
• ONE

f10563956 Location:

Summary Statistics: Min. 1.0; Max. 5.0; Mean 3.6923378404859912; StDev 1.094601199290686; Valid 5103.0

Variable Format: numeric

Notes: UNF:6:jbrwzXzb9thlcrpL7nwp/Q==

f10563956 Location:

Summary Statistics: StDev 1.0214094973653403; Max. 4.0; Mean 2.6145404663923464; Valid 5103.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:aDEyp+636dK884pSsFIYjA==

f10563956 Location:

Summary Statistics: StDev 1.132616251881205; Min. 0.019286393; Max. 11.95249451; Mean 0.9988971752917892; Valid 5103.0

Variable Format: numeric

Notes: UNF:6:lz5qIqarevkikFSak14e0g==

f10563956 Location:

Summary Statistics: Valid 5103.0; Mean 0.13345091122868732; StDev 0.34009473898943327; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:XgNg9452OdWeOsZMRdEdWw==

f10563959 Location:

Summary Statistics: Min. 0.0; Mean 0.4026186579378069; Max. 1.0; StDev 0.49082702062529093; Valid 611.0;

Variable Format: numeric

Notes: UNF:6:65WbwZISnhwKJ4/2rnHW6Q==

f10563959 Location:

Summary Statistics: Max. 5.0; Min. 1.0; Valid 617.0; StDev 1.5489820486983676; Mean 2.520259319286872

Variable Format: numeric

Notes: UNF:6:WtssJTKhWYzCb0vNMOi/Cw==

f10563959 Location:

Summary Statistics: Min. 1.0; Mean 2.5802269043760133; StDev 1.4155208578753549; Valid 617.0; Max. 5.0

Variable Format: numeric

Notes: UNF:6:ybcUxbAhe7fmiKUpEb7apA==

f10563959 Location:

Summary Statistics: Valid 618.0; Min. 1.0; Max. 3.0; Mean 1.757281553398058; StDev 0.8344217740066019

Variable Format: numeric

Notes: UNF:6:4Y5Rq7xUPecCgO0w6cUEjQ==

f10563959 Location:

Variable Format: character

Notes: UNF:6:pbgoAa3eJ32mWFpp6vy5LA==

f10563963 Location:

Summary Statistics: StDev 1753.817178059812; Mean 2937.3794392523364; Min. 55.0; Max. 5447.0; Valid 1070.0

Variable Format: numeric

Notes: UNF:6:vHOIhEtOMgqf7qR7ZfJr4w==

f10563963 Location:

Summary Statistics: Max. 11.95249451; Min. 0.019286393; StDev 1.1332735568697185; Mean 1.0000000000497171; Valid 5129.0;

Variable Format: numeric

Notes: UNF:6:dHnS9HGJjoOj6Ibqpb0JVg==

f10563963 Location:

Summary Statistics: Valid 1070.0; Max. 1.0; Min. 0.0; Mean 0.4757009345794391; StDev 0.49964273887437116

Variable Format: numeric

Notes: UNF:6:4FWJy4E3NjbOB521SKv/qg==

f10563963 Location:

Summary Statistics: Max. 1.0; StDev 0.49922261941021884; Mean 0.5317757009345795; Min. 0.0; Valid 1070.0

Variable Format: numeric

Notes: UNF:6:0hel5+RvPyOK0R2eO2F2gQ==

f10563963 Location:

Summary Statistics: Min. 1.0; StDev 10.095422783422793; Valid 1070.0; Mean 4.751401869158876; Max. 98.0;

Variable Format: numeric

Notes: UNF:6:EDFEYFvsbL95F2fWIpAc3Q==

f10563963 Location:

Summary Statistics: Min. 1.0; Mean 4.159893657424986; Max. 98.0; StDev 6.700248319879123; Valid 5266.0

Variable Format: numeric

Notes: UNF:6:JPnnWjuIyUrrVWH0Z37DCg==

f10563963 Location:

Summary Statistics: Valid 5266.0; Mean 4.0165210786175525; StDev 8.399832253855148; Min. 1.0; Max. 98.0

Variable Format: numeric

Notes: UNF:6:jiERgG3Ewm4FXR9NG0C8/g==

f10563963 Location:

Summary Statistics: StDev 8.224677285941901; Mean 3.806874287884557; Valid 5266.0; Max. 98.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:kshjJMWlCPD5UNyaZjD0tA==

f10563963 Location:

Summary Statistics: Max. 98.0; Mean 2.933535890619072; Valid 5266.0; StDev 7.73932788542288; Min. 1.0

Variable Format: numeric

Notes: UNF:6:zsS/L6MHqAZOydX+7dJaJQ==

f10563963 Location:

Summary Statistics: Min. 0.0; Valid 1050.0; Max. 1.0; StDev 0.3106371319469641; Mean 0.6488888888888891

Variable Format: numeric

Notes: UNF:6:8LuzwTfdLqVHJPQbWH+Gpg==

f10563963 Location:

Summary Statistics: Min. 0.0; Mean 0.6208530805687248; Valid 1055.0; StDev 0.33964937863270717; Max. 1.0

Variable Format: numeric

Notes: UNF:6:9AMizp3hEd4CPA7kApuOZQ==

f10563963 Location:

Summary Statistics: StDev 0.30895804062342; Min. 0.0; Mean 0.738925541941564; Valid 1061.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:fOu2Eo9RGZ2yTwjaoA/c6Q==

f10563963 Location:

Summary Statistics: Valid 1057.0; Max. 1.0; Min. 0.0; StDev 0.38908423205209935; Mean 0.39672027751497935

Variable Format: numeric

Notes: UNF:6:dWbq1chsjk+iuSWYSFolPA==

f10563963 Location:

Summary Statistics: Mean 3.1078014184397236; Min. 1.0; Max. 98.0; Valid 705.0; StDev 9.57133853950337;

Variable Format: numeric

Notes: UNF:6:GyFr9GVh4pbF5lj8ZZrVoA==

f10563963 Location:

Summary Statistics: StDev 10.218185972582077; Max. 98.0; Valid 345.0; Min. 1.0; Mean 4.182608695652173

Variable Format: numeric

Notes: UNF:6:k+lhZ3VjjpA8laleyqcEyg==

f10563963 Location:

Summary Statistics: Max. 7.0; Valid 4097.0; StDev 2.0022459881856016; Min. -9.0; Mean 1.1084126596696646

Variable Format: numeric

Notes: UNF:6:CkjB4l6t1V4DV+D+vf5coA==

f10563963 Location:

Summary Statistics: Max. 5.0; Mean 2.828037383177568; Min. -1.0; StDev 1.6369102287003563; Valid 1070.0

Variable Format: numeric

Notes: UNF:6:ZMyX0OaMrYKi2wSdtyfLgA==

f10563963 Location:

Summary Statistics: Mean 1.4953236524735503; Max. 98.0; StDev 3.9930921612961265; Min. 0.0; Valid 4063.0

Variable Format: numeric

Notes: UNF:6:/sCu6A+I6A6voV9g71qZGA==

f10563963 Location:

Variable Format: character

Notes: UNF:6:jQZTa7g1wDM2jMg1WLgmsA==

f10563963 Location:

Variable Format: character

Notes: UNF:6:LqjjobiAjLl5ktGBar0YNg==

f10563963 Location:

Summary Statistics: Mean 9.52056074766356; Min. 0.0; Max. 3943.0; StDev 132.10333798258029; Valid 1070.0;

Variable Format: numeric

Notes: UNF:6:5UH3ythlK4enRqDUNIq55A==

f10563963 Location:

Summary Statistics: Valid 2076.0; Mean 1.949421965317919; Max. 2.0; StDev 0.2191872241004459; Min. 1.0

Variable Format: numeric

Notes: UNF:6:eeA1ZfeqhRsiulrjHV4hMg==

f10563963 Location:

Summary Statistics: Mean 1.0; StDev 0.0; Max. 1.0; Valid 1070.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:gsbZIQZG/wgT5KRz4UEKmA==

f10563963 Location:

Variable Format: character

Notes: UNF:6:tjnPOVZpGUinWwc5rmXr4w==

f10563963 Location:

Summary Statistics: Mean 1.504672897196262; Valid 1070.0; Min. 1.0; StDev 0.5002119621010798; Max. 2.0;

Variable Format: numeric

Notes: UNF:6:t3qiN9I61OmVqEn0V9MnQA==

f10563963 Location:

Summary Statistics: Max. 92.0; StDev 17.544734482203552; Mean 50.21588785046728; Valid 1070.0; Min. 18.0

Variable Format: numeric

Notes: UNF:6:10vSTQrrBVU6qrLD0Eo+Og==

f10563963 Location:

Summary Statistics: Min. 1.0; StDev 1.0827329174947762; Valid 1070.0; Mean 2.800000000000001; Max. 4.0;

Variable Format: numeric

Notes: UNF:6:kps22O0n7mfLfbelrBe3BQ==

f10563963 Location:

Summary Statistics: Mean 0.5095015576323987; Valid 1070.0; StDev 0.2915646367002426; Min. 0.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:ASM6NZ6iVoHR2YCzud1UWA==

f10563963 Location:

Summary Statistics: Min. 1.0; Mean 1.8831775700934574; Max. 6.0; Valid 1070.0; StDev 1.4802716347006315

Variable Format: numeric

Notes: UNF:6:095vXcU/xgsh2USPkMoiag==

f10563963 Location:

Summary Statistics: StDev 0.2663206307302402; Valid 1070.0; Mean 0.5539719626168229; Max. 1.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:w/M2v+I0HuMHo1lsxJgctw==

f10563963 Location:

Summary Statistics: Max. 5.0; Mean 2.573831775700932; StDev 1.7622131064314022; Valid 1070.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:VUFY3UbwDET+DHm2KNiZMg==

f10563963 Location:

Summary Statistics: StDev 2.189756659337793; Max. 7.0; Min. 1.0; Mean 2.9028037383177567; Valid 1070.0

Variable Format: numeric

Notes: UNF:6:dZsod9/leePOlHMOo4/cLQ==

f10563963 Location:

Summary Statistics: Mean 10.242990654205604; Min. 1.0; Max. 18.0; Valid 1070.0; StDev 4.1818824373972845

Variable Format: numeric

Notes: UNF:6:5YZT8L/3HLCmmRGI4klVwA==

f10563963 Location:

Summary Statistics: Min. 1.0; StDev 1.0833690035031522; Max. 4.0; Valid 1070.0; Mean 2.551401869158877;

Variable Format: numeric

Notes: UNF:6:oGYWsi2gOVm+Ht39JCf0mw==

f10563963 Location:

Summary Statistics: Min. 0.0; Max. 1.0; Valid 1070.0; Mean 0.585280373831776; StDev 0.28068166037249176

Variable Format: numeric

Notes: UNF:6:ffxwRK/TWG/VMKUsVR2mPg==

f10563963 Location:

Variable Format: character

Notes: UNF:6:x1EKGTixKM6I6Kan0soVvg==

f10563963 Location:

Summary Statistics: Valid 1070.0; Max. 4.0; Mean 2.6299065420560743; StDev 0.9870266935514792; Min. 1.0

Variable Format: numeric

Notes: UNF:6:pB2XFRaK1lBoBJVRL91b0g==

f10563963 Location:

Summary Statistics: StDev 2.448458759823889; Valid 1070.0; Max. 9.0; Mean 5.071028037383177; Min. 1.0

Variable Format: numeric

Notes: UNF:6:qHa9oB/dLxRqBlx/NBJ6Qg==

f10563963 Location:

Summary Statistics: Max. 1.0; Min. 0.0; Mean 0.8355140186915889; Valid 1070.0; StDev 0.3708893406177011

Variable Format: numeric

Notes: UNF:6:ObIyZA2TgdHJG9ZePSNHVA==

f10563963 Location:

Summary Statistics: Mean 0.9037383177570094; StDev 0.29508770038038507; Valid 1070.0; Min. 0.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:Kz3HHp91ajEE6DaL2jzhsQ==

f10563963 Location:

Summary Statistics: Mean 1.3476635514018693; Max. 3.0; StDev 0.5425480876278953; Min. 1.0; Valid 1070.0;

Variable Format: numeric

Notes: UNF:6:lVPwJ3xMbs27Uenc4CqDow==

f10563963 Location:

Summary Statistics: Max. 5.0; Valid 1070.0; Mean 1.6224299065420582; StDev 0.972715563794331; Min. 1.0

Variable Format: numeric

Notes: UNF:6:+1Lhorr6DkZUnlt9ee+0cw==

f10563963 Location:

Summary Statistics: Valid 1070.0; Mean 3.5158878504672897; StDev 0.8657444638304039; Max. 5.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:64gFGoaT22iU/N8uy88S8A==

f10563963 Location:

Summary Statistics: Max. 6.0; Min. 1.0; StDev 1.5037425371627318; Mean 2.773831775700935; Valid 1070.0

Variable Format: numeric

Notes: UNF:6:E+9q/HgBDkjOQbl53Sh/PA==

f10563963 Location:

Summary Statistics: Min. 0.0; StDev 0.2420591312668166; Valid 1070.0; Mean 0.05607476635514034; Max. 2.0

Variable Format: numeric

Notes: UNF:6:J5tB+z8vhKfGeUx0iROEog==

f10563963 Location:

Summary Statistics: Min. 0.0; Max. 3.0; StDev 0.3966718505778055; Mean 0.1214953271028038; Valid 1070.0

Variable Format: numeric

Notes: UNF:6:5ZyLDVWgFDSzrPlPLpG7nA==

f10563963 Location:

Summary Statistics: Min. 0.0; Max. 6.0; StDev 0.6371854227929626; Valid 1070.0; Mean 0.2682242990654206

Variable Format: numeric

Notes: UNF:6:CZ8rVp+837UOFvy4z+EiWg==

f10563963 Location:

Summary Statistics: Max. 5.0; StDev 0.6150312010778101; Min. 0.0; Valid 1070.0; Mean 0.25327102803738305;

Variable Format: numeric

Notes: UNF:6:E1ZrhEZlptEyM51R/nau/Q==

f10563963 Location:

Summary Statistics: Max. 11.0; Mean 2.0654205607476626; Min. 1.0; Valid 1070.0; StDev 1.0067222888344007

Variable Format: numeric

Notes: UNF:6:8mfZv3xHZiGMeieDaNTpWA==

f10563963 Location:

Summary Statistics: Max. 1.0; Min. 0.0; Mean 0.6672897196261678; StDev 0.4714041086627237; Valid 1070.0

Variable Format: numeric

Notes: UNF:6:XF3lJjE0GO4ellIVxYCCWA==

f10563963 Location:

Summary Statistics: Mean 0.5074766355140189; Valid 1070.0; Max. 1.0; StDev 0.5001778794121312; Min. 0.0

Variable Format: numeric

Notes: UNF:6:LxLiccATiFoJxqKa9wD/Ww==

f10563963 Location:

Summary Statistics: Mean 0.5728971962616826; StDev 0.49488876649088176; Max. 1.0; Valid 1070.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:TCu4/6LMtgSGR0zvbRNfcQ==

f10563963 Location:

Summary Statistics: Min. 0.0; Valid 1070.0; Mean 0.5046728971962617; StDev 0.5002119621010798; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:E1ZWwfkcl1Txg2yqr1Vmng==

f10563963 Location:

Summary Statistics: Min. 0.0; Valid 1070.0; Mean 0.6859813084112152; Max. 1.0; StDev 0.4643408875960831;

Variable Format: numeric

Notes: UNF:6:0RkrgKEsR/FyCkzKafv5dg==

f10563963 Location:

Summary Statistics: Mean 0.6881925869316029; StDev 0.9368693166838; Min. 0.0; Max. 3.0; Valid 5234.0;

Variable Format: numeric

Notes: UNF:6:KXxE64krXM7FXxk2lo+KKA==

f10563963 Location:

Summary Statistics: Mean 1.3809705769965614; Max. 3.0; Min. 0.0; StDev 1.190794093528926; Valid 5234.0

Variable Format: numeric

Notes: UNF:6:7wNGcLTPaePmqaFTdWmo+A==

f10563963 Location:

Summary Statistics: Mean 0.5900442618774682; StDev 0.2399798471587959; Min. 0.0; Max. 1.0; Valid 5234.0;

Variable Format: numeric

Notes: UNF:6:TwOyMU4sQbi0pxTRYhaMLQ==

f10563963 Location:

Summary Statistics: Mean 0.30936613055818396; StDev 0.46245113921621905; Min. 0.0; Valid 1057.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:toP1kYnNBPYbsAKqB5X9+g==

f10563963 Location:

Summary Statistics: StDev 0.2550358990092462; Valid 1046.0; Mean 0.5730162523900572; Max. 1.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:9GPBh7T9oSPmMZkhq3/z2Q==

f10563963 Location:

Summary Statistics: Min. 0.0; Mean 0.6714285714285716; Max. 1.0; StDev 0.4699176013839294; Valid 1050.0

Variable Format: numeric

Notes: UNF:6:xTertZFjTWO2aYR5PMte4Q==

f10563963 Location:

Summary Statistics: Min. -9.0; Max. 4.0; StDev 1.9202297032768259; Valid 1059.0; Mean 2.2436260623229387;

Variable Format: numeric

Notes: UNF:6:9BAkaIrB1XbDcuoLsZDzoA==

f10563963 Location:

Summary Statistics: StDev 0.31428782592858184; Valid 1049.0; Min. 0.0; Mean 0.38377820146170877; Max. 1.0

Variable Format: numeric

Notes: UNF:6:f1tFNQPWqmIcTFXYB1jsvA==

f10563963 Location:

Summary Statistics: StDev 1.1672526961563028; Min. 1.0; Max. 4.0; Mean 2.8098391674550593; Valid 1057.0

Variable Format: numeric

Notes: UNF:6:0K0BSkWHrOS3dBW9gAokHw==

f10563963 Location:

Summary Statistics: StDev 0.9319113958408974; Valid 1050.0; Mean 2.0533333333333346; Max. 4.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:aq/1HohcU5MJjTPePYq7BA==

f10563963 Location:

Summary Statistics: Min. 1.0; Mean 3.483412322274899; Max. 5.0; Valid 1055.0; StDev 1.3585975145308287

Variable Format: numeric

Notes: UNF:6:1/q/LW1eq9que2sDxJY6Jg==

f10563963 Location:

Summary Statistics: Min. 1.0; Mean 1.522148916116872; StDev 0.61791608124684; Max. 3.0; Valid 1061.0

Variable Format: numeric

Notes: UNF:6:Nw46xEBr+Ff/z2yteCTYVA==

f10563963 Location:

Summary Statistics: Max. 4.0; Mean 0.5841300191204573; Min. -4.0; StDev 2.04028719207397; Valid 1046.0

Variable Format: numeric

Notes: UNF:6:Np35bGzBtT/KtAK9cpWSpw==

f10563963 Location:

Summary Statistics: StDev 0.3017934906903734; Mean 0.5638145315487568; Min. 0.0; Max. 1.0; Valid 1046.0

Variable Format: numeric

Notes: UNF:6:61tA35m8xznCUoUoPUjqkw==

f10563963 Location:

Summary Statistics: Max. 5.0; Min. 1.0; Mean 3.064638783269962; StDev 1.1102860325003645; Valid 1052.0

Variable Format: numeric

Notes: UNF:6:E2T0IixTG2DRj/zIm93Mhg==

f10563963 Location:

Summary Statistics: StDev 2.0885765401170278; Max. 7.0; Min. 1.0; Mean 3.781103835360148; Valid 1069.0

Variable Format: numeric

Notes: UNF:6:NfRol8c2w2iu4W6MhDiDEg==

f10563963 Location:

Summary Statistics: Valid 1070.0; StDev 1.7493878202014521; Max. 7.0; Mean 4.05700934579439; Min. 1.0

Variable Format: numeric

Notes: UNF:6:WsGCNzX0tnAlA0trClMuMg==

f10563963 Location:

Summary Statistics: Mean 3.2158878504672916; Valid 1070.0; Min. 1.0; Max. 5.0; StDev 1.0652825229209608;

Variable Format: numeric

Notes: UNF:6:Rquzx3j+1T8JUMFfSY4tEw==

f10563963 Location:

Summary Statistics: StDev 2.245453282979934; Max. 9.0; Valid 1070.0; Mean 5.682242990654208; Min. 1.0

Variable Format: numeric

Notes: UNF:6:D69fytgJO+f2AFYQjfhA3g==

f10563963 Location:

Summary Statistics: Max. 1.0; Valid 1057.0; Min. 0.0; Mean 0.28823714916430115; StDev 0.34825408349361764

Variable Format: numeric

Notes: UNF:6:ofUao4Upc5R37eScP9xu3g==

f10563963 Location:

Summary Statistics: Valid 1070.0; StDev 4.800943174691714; Max. 3.0; Mean -0.492523364485986; Min. -9.0

Variable Format: numeric

Notes: UNF:6:REdBbKTf6VvSyO1TXYuWaA==

f10563963 Location:

Summary Statistics: Valid 1070.0; Mean 1.8205607476635521; Min. -9.0; Max. 3.0; StDev 1.9410266211021832;

Variable Format: numeric

Notes: UNF:6:8NB8jJuXS0DD9mO/yzIz9A==

f10563963 Location:

Summary Statistics: Valid 1070.0; Min. -9.0; Max. 3.0; StDev 4.6454201060101035; Mean -1.7299065420560917;

Variable Format: numeric

Notes: UNF:6:R78YLvrrxc4wfNxDsPtCzQ==

f10563963 Location:

Summary Statistics: StDev 1.6702390978627013; Min. -9.0; Max. 3.0; Valid 1070.0; Mean 1.180373831775699;

Variable Format: numeric

Notes: UNF:6:9uklIWwdtqMZbOSWh7ky1w==

f10563963 Location:

Summary Statistics: StDev 1.014197377520792; Valid 5266.0; Min. 1.0; Mean 2.6002658564375043; Max. 4.0

Variable Format: numeric

Notes: UNF:6:d1OAu6pb9B7lhrXAifN5HA==

f10563963 Location:

Summary Statistics: Valid 4196.0; Max. 98.0; StDev 4.9471005693131636; Mean 3.658484270734033; Min. 1.0

Variable Format: numeric

Notes: UNF:6:BqBMBLETOOONwcmQENuqPA==

f10563963 Location:

Summary Statistics: StDev 7.672602613414882; Max. 98.0; Valid 4196.0; Mean 3.5386081982840816; Min. 1.0

Variable Format: numeric

Notes: UNF:6:ZcaMSfRSfe6OF+I526xwPA==

f10563963 Location:

Summary Statistics: Valid 4196.0; Max. 98.0; Mean 3.680409914204002; Min. 1.0; StDev 7.3822650880030976;

Variable Format: numeric

Notes: UNF:6:FvLrcJPzQ3YVpvOwQN28+w==

f10563963 Location:

Summary Statistics: StDev 1.8196934102665985; Mean 1.9956906870960025; Min. 0.0; Max. 6.0; Valid 4177.0;

Variable Format: numeric

Notes: UNF:6:8fE556cfvYvdTmvmwORGmA==

f10563963 Location:

Summary Statistics: Mean 0.5699343470625798; StDev 0.2033429920975052; Valid 4176.0; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:mTidgf+cTVbtBZQ8o+5rhw==

f10563963 Location:

Summary Statistics: Valid 4177.0; StDev 2.103727255478275; Max. 6.0; Min. 0.0; Mean 2.533397175005987;

Variable Format: numeric

Notes: UNF:6:uyh3tGXJCEniw/6zCrZcUw==

f10563963 Location:

Summary Statistics: StDev 1.6576474319373844; Min. 0.0; Valid 4177.0; Max. 6.0; Mean 1.4577447929135734;

Variable Format: numeric

Notes: UNF:6:rOnCbWBQLyciiXWipbt7eQ==

f10563963 Location:

Summary Statistics: StDev 6.524022646272936; Mean 4.600940438871471; Min. 1.0; Max. 98.0; Valid 3190.0

Variable Format: numeric

Notes: UNF:6:Grr3pbcMYC5pRTtP6z/a+w==

f10563963 Location:

Summary Statistics: Valid 3190.0; Max. 98.0; Mean 4.631974921630089; Min. 1.0; StDev 6.727923459658253

Variable Format: numeric

Notes: UNF:6:szVcgJlgSvVpR68A1Q9V/Q==

f10563963 Location:

Summary Statistics: Min. 1.0; Max. 98.0; Valid 3190.0; Mean 4.719749216300933; StDev 6.276064017720271

Variable Format: numeric

Notes: UNF:6:SYwp+7AlcbKYudcLzb/b7Q==

f10563963 Location:

Summary Statistics: Mean 4.621608288110508; StDev 6.663346335102949; Valid 2027.0; Max. 98.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:aMiAxRExS6kgmTrsDgKgxg==

f10563963 Location:

Summary Statistics: StDev 0.24822912484271673; Mean 0.7985237046360393; Max. 1.0; Valid 3178.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:uAWW4vRHXyFlGYPFr3ezHw==

f10563963 Location:

Summary Statistics: Mean 3.0912523599748276; Max. 4.0; Min. 0.0; Valid 3178.0; StDev 1.4484681776172157;

Variable Format: numeric

Notes: UNF:6:+UheyvfxdSt/gkKGEN46Zg==

f10563963 Location:

Summary Statistics: StDev 0.8912189440852877; Min. 0.0; Valid 3178.0; Mean 0.34424166142227736; Max. 4.0;

Variable Format: numeric

Notes: UNF:6:gwSUsYFvihZP5tsv5CiY0A==

f10563963 Location:

Summary Statistics: Max. 98.0; StDev 5.627314329977157; Mean 4.000313479623823; Min. 1.0; Valid 3190.0;

Variable Format: numeric

Notes: UNF:6:bEZnQGzOC6spLw+v/VAg8w==

f10563963 Location:

Summary Statistics: StDev 5.896586717212559; Valid 3190.0; Min. 1.0; Mean 3.515987460815049; Max. 98.0

Variable Format: numeric

Notes: UNF:6:0oMQV5WN1Cgw5wByu871yw==

f10563963 Location:

Summary Statistics: Min. 1.0; StDev 7.005469531120059; Valid 3190.0; Max. 98.0; Mean 3.4918495297805654

Variable Format: numeric

Notes: UNF:6:Cv5xi6FjJA/2vTdQk+Wz6A==

f10563963 Location:

Summary Statistics: Valid 3190.0; Min. 1.0; Mean 3.967084639498437; Max. 98.0; StDev 6.116911151408576;

Variable Format: numeric

Notes: UNF:6:MWJBSdcoQLwryBHUwFJqhw==

f10563963 Location:

Summary Statistics: Valid 3189.0; Max. 1.0; StDev 0.1869943342186883; Mean 0.5876188982962267; Min. 0.0

Variable Format: numeric

Notes: UNF:6:MQFxrJX4MQ/+Fv38coE1bQ==

f10563963 Location:

Summary Statistics: StDev 1.3596270562497537; Max. 4.0; Valid 3189.0; Min. 0.0; Mean 1.8620257133897755

Variable Format: numeric

Notes: UNF:6:ypZHyOkuQ8oNmEu3uAX70A==

f10563963 Location:

Summary Statistics: Max. 4.0; Mean 0.8391345249294455; StDev 1.015636225260035; Min. 0.0; Valid 3189.0;

Variable Format: numeric

Notes: UNF:6:7WFqsjF0G5qGAPRlMaeLnA==

f10563963 Location:

Summary Statistics: Mean 4.2171115347950465; StDev 7.820318442769305; Min. 1.0; Valid 4196.0; Max. 98.0;

Variable Format: numeric

Notes: UNF:6:4Ny/LGkD1U2rWokr/VB28Q==

f10563963 Location:

Summary Statistics: Max. 98.0; StDev 7.772690285889129; Valid 4196.0; Min. 1.0; Mean 3.4437559580552906

Variable Format: numeric

Notes: UNF:6:BTJUUYKJdIVuU/DY0udoww==

f10563963 Location:

Summary Statistics: Valid 4196.0; Max. 98.0; StDev 7.479483704905188; Min. 1.0; Mean 3.1823164918970486;

Variable Format: numeric

Notes: UNF:6:KkE3qR5DyU0bDnbmQmuUyQ==

f10563963 Location:

Summary Statistics: Min. 1.0; Max. 98.0; StDev 7.5917781711807475; Mean 3.8155386081982874; Valid 4196.0;

Variable Format: numeric

Notes: UNF:6:PBDNOhLWydXQD6TAQfcajw==

f10563963 Location:

Summary Statistics: Max. 11.95249451; Mean 1.0000000000409357; StDev 0.9528702594405568; Valid 1026.0; Min. 0.027134209

Variable Format: numeric

Notes: UNF:6:+hToMhzaWjGk7Ode2uSYwg==

f10563963 Location:

Summary Statistics: Max. 98.0; Valid 1163.0; StDev 7.35670154515114; Mean 4.699054170249356; Min. 1.0

Variable Format: numeric

Notes: UNF:6:llId2yfmonoeSiw1CmyC/g==

f10563963 Location:

Summary Statistics: StDev 0.2683357933965015; Mean 0.50736568457539; Max. 1.0; Valid 1154.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:X7DcV3uLdEptFUZGgvE/fw==

f10563963 Location:

Summary Statistics: StDev 0.33671532459322046; Min. 0.0; Mean 0.45793719389225007; Max. 1.0; Valid 1157.0;

Variable Format: numeric

Notes: UNF:6:NuP8kpKbRG2RbAKYSwaJ+Q==

f10563963 Location:

Summary Statistics: StDev 0.43373913675676773; Mean 0.2511737089201845; Min. 0.0; Max. 1.0; Valid 4260.0

Variable Format: numeric

Notes: UNF:6:F9LyhX50ngJMkEe9f08BwA==

f10563963 Location:

Summary Statistics: Valid 4260.0; Min. 0.0; StDev 0.4994736897533634; Max. 1.0; Mean 0.4758215962441209

Variable Format: numeric

Notes: UNF:6:rYxL9PJRvZDW5p/TLL3F/g==

f10563963 Location:

Summary Statistics: Min. 0.0; Mean 0.27300469483569184; Max. 1.0; Valid 4260.0; StDev 0.4455555322397507

Variable Format: numeric

Notes: UNF:6:ALnDOkqoNlZVv1dDOptnHA==

f10563963 Location:

Summary Statistics: Max. 11.36397412; StDev 0.9064212217684725; Min. 0.025140731; Mean 1.000000000055666; Valid 1006.0

Variable Format: numeric

Notes: UNF:6:fif3bY0ILv6GELHgqKTl2g==

f10563963 Location:

Summary Statistics: StDev NaN; Min. NaN; Valid 0.0; Mean NaN; Max. NaN

Variable Format: numeric

Notes: UNF:6:spGvaLpaTuvJQCJNEf9t8g==

f10563963 Location:

Summary Statistics: Max. NaN; Valid 0.0; Min. NaN; StDev NaN; Mean NaN

Variable Format: numeric

Notes: UNF:6:spGvaLpaTuvJQCJNEf9t8g==

f10563963 Location:

Summary Statistics: Min. NaN; StDev NaN; Mean NaN; Valid 0.0; Max. NaN

Variable Format: numeric

Notes: UNF:6:spGvaLpaTuvJQCJNEf9t8g==

f10563963 Location:

Variable Format: character

Notes: UNF:6:MreBz+VXPqzt8AG+DFTfdw==

f10563963 Location:

Summary Statistics: Max. 1.0; Mean 0.8089631598936516; Min. 0.0; Valid 5266.0; StDev 0.39315533633742794;

Variable Format: numeric

Notes: UNF:6:R2sgQuRaSV5Y1c1I1NQkNw==

f10563963 Location:

Summary Statistics: StDev 0.39315533633742794; Valid 5266.0; Min. 0.0; Max. 1.0; Mean 0.19103684010634833;

Variable Format: numeric

Notes: UNF:6:DphwEowqeMMvFzKzCKAdhA==

f10563963 Location:

Summary Statistics: Mean 0.0; StDev 0.0; Min. 0.0; Valid 5266.0; Max. 0.0;

Variable Format: numeric

Notes: UNF:6:aFJV5VcUFKJ3cekH22aGFA==

f10563963 Location:

Summary Statistics: StDev 0.0; Mean 1.0; Min. 1.0; Valid 5266.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:CJrU+DPs6jcRBCcUM8I7Aw==

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