Replication Data for Crowdsourced Adaptive Surveys (doi:10.7910/DVN/QVOLDN)

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Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Part 5: Other Study-Related Materials
Entire Codebook

Document Description
Citation
Title:	Replication Data for Crowdsourced Adaptive Surveys
Identification Number:	doi:10.7910/DVN/QVOLDN
Distributor:	Harvard Dataverse
Date of Distribution:	2024-12-05
Version:	1
Bibliographic Citation:	Velez, Yamil, 2024, "Replication Data for Crowdsourced Adaptive Surveys", https://doi.org/10.7910/DVN/QVOLDN, Harvard Dataverse, V1, UNF:6:3MWn5WLKmcM3f1hANpHaUw== [fileUNF]
Study Description
Citation
Title:	Replication Data for Crowdsourced Adaptive Surveys
Identification Number:	doi:10.7910/DVN/QVOLDN
Authoring Entity:	Velez, Yamil (Columbia University)
Producer:	<i>Political Analysis</i>
Distributor:	Harvard Dataverse
Access Authority:	Velez, Yamil
Depositor:	Velez, Yamil
Date of Deposit:	2024-10-30
Holdings Information:	https://doi.org/10.7910/DVN/QVOLDN
Study Scope
Keywords:	Social Sciences
Abstract:	Public opinion surveys are vital for informing democratic decision-making, but responding to rapidly evolving information environments and measuring beliefs within niche communities can be challenging for traditional survey methods. This paper introduces a crowdsourced adaptive survey methodology (CSAS) that unites advances in natural language processing and adaptive algorithms to generate question banks that evolve with user input. The CSAS method converts open-ended text provided by participants into survey items and applies a multi-armed bandit algorithm to determine which questions should be prioritized in the survey. The method's adaptive nature allows for the exploration of new survey questions, while imposing minimal costs in survey length. Applications in the domains of Latino information environments, national issue importance, and local politics showcase CSAS's ability to identify topics that might otherwise escape the notice of survey researchers. I conclude by highlighting CSAS's potential to bridge conceptual gaps between researchers and participants in survey research.
Methodology and Processing
Sources Statement
Data Access
Other Study Description Materials
File Description--f10676531
File: cr_issues.tab
	Number of cases: 822 No. of variables per record: 68 Type of File: text/tab-separated-values
Notes:	UNF:6:KJkyfyEbmYM6A+t17QJ9Uw==
File Description--f10676530
File: cr_local.tab
	Number of cases: 559 No. of variables per record: 5 Type of File: text/tab-separated-values
Notes:	UNF:6:nnPS4vHTL+qtxcKEQM39GQ==
File Description--f10676527
File: cr_misinfo.tab
	Number of cases: 321 No. of variables per record: 112 Type of File: text/tab-separated-values
Notes:	UNF:6:2zYwvY2dSwhvXiUtB5hoFA==
File Description--f10676537
File: unique_claims.tab
	Number of cases: 8 No. of variables per record: 3 Type of File: text/tab-separated-values
Notes:	UNF:6:Ckm/CLIoUKN9BJKqOf2pBg==
File Description--f10676538
File: unique_issues.tab
	Number of cases: 8 No. of variables per record: 2 Type of File: text/tab-separated-values
Notes:	UNF:6:4s/77ryfPCsSg6SpZf/o/Q==
File Description--f10676542
File: mip_codes.tab
	Number of cases: 820 No. of variables per record: 2 Type of File: text/tab-separated-values
Notes:	UNF:6:gC3jnuCiJGDll9vh4GKv4w==
File Description--f10676541
File: misinformation_codes.tab
	Number of cases: 279 No. of variables per record: 4 Type of File: text/tab-separated-values
Notes:	UNF:6:WnmTQDaq7imUS4IWYBH5+Q==
File Description--f10676536
File: llama_analysis.tab
	Number of cases: 820 No. of variables per record: 5 Type of File: text/tab-separated-values
Notes:	UNF:6:K+ffeTC85jskEOF9LV0KFg==
File Description--f10676534
File: llama_analysis2.tab
	Number of cases: 279 No. of variables per record: 8 Type of File: text/tab-separated-values
Notes:	UNF:6:0LKNHQbBBfXh+3W+s0EQlw==
File Description--f10676533
File: mistral_analysis.tab
	Number of cases: 820 No. of variables per record: 6 Type of File: text/tab-separated-values
Notes:	UNF:6:u5E7YnQeYrod2YlsWmHiOg==
File Description--f10676535
File: mistral_analysis2.tab
	Number of cases: 557 No. of variables per record: 6 Type of File: text/tab-separated-values
Notes:	UNF:6:cN7ZeKQqgIZOVPbntwEw6A==
Variable Description
List of Variables:	StartDate - StartDate EndDate - EndDate Status - Status IPAddress - IPAddress Progress - Progress Duration (in seconds) - Duration (in seconds) Finished - Finished RecordedDate - RecordedDate ResponseId - ResponseId RecipientLastName - RecipientLastName RecipientFirstName - RecipientFirstName RecipientEmail - RecipientEmail ExternalReference - ExternalReference LocationLatitude - LocationLatitude LocationLongitude - LocationLongitude DistributionChannel - DistributionChannel UserLanguage - UserLanguage mvc_check - mvc_check issue - issue issue_importance_1 - issue_importance_1 issue_importance_2 - issue_importance_2 issue_importance_3 - issue_importance_3 issue_importance_4 - issue_importance_4 issue_importance_5 - issue_importance_5 issue_importance_6 - issue_importance_6 issue_importance_7 - issue_importance_7 issue_importance_8 - issue_importance_8 issue_importance_9 - issue_importance_9 pid3 - pid3 pid3_3_TEXT - pid3_3_TEXT strong - strong pid_lean - pid_lean ideology - ideology gender - gender gender_3_TEXT - gender_3_TEXT income - income education - education v2016 - v2016 v2016_3_TEXT - v2016_3_TEXT v2020 - v2020 v2020_3_TEXT - v2020_3_TEXT birthyr_e - birthyr_e latino - latino race_1 - race_1 race_2 - race_2 race_3 - race_3 race_4 - race_4 race_5 - race_5 race_6 - race_6 race_7 - race_7 aid - aid p1_2 - p1_2 q1_2 - q1_2 p2_2 - p2_2 q2_2 - q2_2 p3_2 - p3_2 q3_2 - q3_2 p4_2 - p4_2 q4_2 - q4_2 p5_2 - p5_2 q5_2 - q5_2 p6_2 - p6_2 q6_2 - q6_2 p7_2 - p7_2 q7_2 - q7_2 p8_2 - p8_2 q8_2 - q8_2 personal_issue - personal_issue id - id user_id - user_id question - question rating - rating probability - probability StartDate - StartDate EndDate - EndDate Status - Status IPAddress - IPAddress Progress - Progress Duration (in seconds) - Duration (in seconds) Finished - Finished RecordedDate - RecordedDate ResponseId - ResponseId RecipientLastName - RecipientLastName RecipientFirstName - RecipientFirstName RecipientEmail - RecipientEmail ExternalReference - ExternalReference LocationLatitude - LocationLatitude LocationLongitude - LocationLongitude DistributionChannel - DistributionChannel UserLanguage - UserLanguage introduction - introduction bilingual - bilingual mvc_check - mvc_check news_trust_1 - news_trust_1 news_trust_2 - news_trust_2 news_trust_3 - news_trust_3 news_trust_4 - news_trust_4 news_trust_5 - news_trust_5 news_trust_6 - news_trust_6 timer1_First Click - timer1_First Click timer1_Last Click - timer1_Last Click timer1_Page Submit - timer1_Page Submit timer1_Click Count - timer1_Click Count neg_dem - neg_dem neg_rep - neg_rep adaptive_block2_1 - adaptive_block2_1 adaptive_block2_2 - adaptive_block2_2 adaptive_block2_3 - adaptive_block2_3 adaptive_block2_4 - adaptive_block2_4 adaptive_block2_5 - adaptive_block2_5 adaptive_block2_6 - adaptive_block2_6 adaptive_block2_7 - adaptive_block2_7 adaptive_block2_8 - adaptive_block2_8 adaptive_block2_9 - adaptive_block2_9 adaptive_block2_10 - adaptive_block2_10 adaptive_block2_11 - adaptive_block2_11 adaptive_block2_12 - adaptive_block2_12 adaptive_block2_13 - adaptive_block2_13 adaptive_block2_14 - adaptive_block2_14 adaptive_block2_15 - adaptive_block2_15 adaptive_block2_16 - adaptive_block2_16 adaptive_block2_17 - adaptive_block2_17 adaptive_block2_18 - adaptive_block2_18 pre_beliefs_1 - pre_beliefs_1 pre_beliefs_2 - pre_beliefs_2 pre_beliefs_3 - pre_beliefs_3 pre_beliefs_4 - pre_beliefs_4 pre_beliefs_5 - pre_beliefs_5 pre_beliefs_6 - pre_beliefs_6 pre_beliefs_7 - pre_beliefs_7 pre_beliefs_8 - pre_beliefs_8 pre_beliefs_9 - pre_beliefs_9 pre_beliefs_10 - pre_beliefs_10 pre_beliefs_11 - pre_beliefs_11 pre_beliefs_12 - pre_beliefs_12 connect - connect groups - groups ancestry_1 - ancestry_1 ancestry_2 - ancestry_2 ancestry_3 - ancestry_3 ancestry_4 - ancestry_4 ancestry_5 - ancestry_5 ancestry_6 - ancestry_6 ancestry_7 - ancestry_7 ancestry_8 - ancestry_8 ancestry_9 - ancestry_9 ancestry_10 - ancestry_10 ancestry_11 - ancestry_11 ancestry_12 - ancestry_12 ancestry_13 - ancestry_13 ancestry_14 - ancestry_14 ancestry_15 - ancestry_15 ancestry_16 - ancestry_16 ancestry_17 - ancestry_17 ancestry_18 - ancestry_18 ancestry_19 - ancestry_19 ancestry_20 - ancestry_20 ancestry_21 - ancestry_21 ancestry_0 - ancestry_0 birthplace - birthplace birthplace_3_TEXT - birthplace_3_TEXT pid3 - pid3 pid3_3_TEXT - pid3_3_TEXT strong - strong pid_lean - pid_lean ideology - ideology gender - gender gender_3_TEXT - gender_3_TEXT income - income education - education v2016 - v2016 v2016_3_TEXT - v2016_3_TEXT v2020 - v2020 v2020_3_TEXT - v2020_3_TEXT birthyr_e - birthyr_e p1 - p1 q1 - q1 p2 - p2 q2 - q2 p3 - p3 q3 - q3 p4 - p4 q4 - q4 dem_misinfo - dem_misinfo rep_misinfo - rep_misinfo threshold - threshold unique_neg_rep_claims - unique_neg_rep_claims unique_neg_dem_claims - unique_neg_dem_claims threshold - threshold unique_personal_issues - unique_personal_issues issue - issue personal_issue - personal_issue rep_misinfo - rep_misinfo dem_misinfo - dem_misinfo neg_rep - neg_rep neg_dem - neg_dem issue - issue personal_issue - personal_issue extracted_issue - extracted_issue Codes - Codes Comparison - Comparison rep_misinfo - rep_misinfo dem_misinfo - dem_misinfo neg_rep - neg_rep neg_dem - neg_dem final_output_rep - final_output_rep final_output_dem - final_output_dem Rep_Comparison - Rep_Comparison Dem_Comparison - Dem_Comparison issue - issue personal_issue - personal_issue processed_issue - processed_issue coding - coding better - better note - note neg_rep - neg_rep rep_misinfo - rep_misinfo final_output_rep - final_output_rep coding - coding better - better notes - notes
Variables
StartDate
f10676531 Location:	Variable Format: character Notes: UNF:6:xWW5ccAlsal1Lhd1k8SjsA==
EndDate
f10676531 Location:	Variable Format: character Notes: UNF:6:W6hJQVDI3dcmKGorxWtiZQ==
Status
f10676531 Location:	Variable Format: character Notes: UNF:6:48maIyG6Hdt0Jxpq3eUGWA==
IPAddress
f10676531 Location:	Variable Format: character Notes: UNF:6:fnLsQ9xKdc8DRe6VyOO/Lw==
Progress
f10676531 Location:	Variable Format: character Notes: UNF:6:zIvYqlh5ox+7FvKyvKQ62A==
Duration (in seconds)
f10676531 Location:	Variable Format: character Notes: UNF:6:gi4j7NCllPXczYNscLAqaA==
Finished
f10676531 Location:	Variable Format: character Notes: UNF:6:NIqD3sUo474jjsnUlDBptQ==
RecordedDate
f10676531 Location:	Variable Format: character Notes: UNF:6:8YOGOIE6+K3AICfMhLF+Nw==
ResponseId
f10676531 Location:	Variable Format: character Notes: UNF:6:KSO4MCfix7+aZ4sBtTfd+A==
RecipientLastName
f10676531 Location:	Variable Format: character Notes: UNF:6:7FBLWAkUvp1H2V0W0weqtg==
RecipientFirstName
f10676531 Location:	Variable Format: character Notes: UNF:6:sRckmr6JW0Q2FVCTpi2r5Q==
RecipientEmail
f10676531 Location:	Variable Format: character Notes: UNF:6:ysUQu1rQ4EzZeAZXJ470Ow==
ExternalReference
f10676531 Location:	Variable Format: character Notes: UNF:6:ZhcS1lG6vExC/8BFOHkTdQ==
LocationLatitude
f10676531 Location:	Variable Format: character Notes: UNF:6:JKqUMkJojfrPZ2gZT02IHg==
LocationLongitude
f10676531 Location:	Variable Format: character Notes: UNF:6:qHEiiAzBh7KZuoZXRELIvw==
DistributionChannel
f10676531 Location:	Variable Format: character Notes: UNF:6:azVPNQ30u1tf9qcDBPaSdQ==
UserLanguage
f10676531 Location:	Variable Format: character Notes: UNF:6:d+WFr3SfwahToCrL3ALsdg==
mvc_check
f10676531 Location:	Variable Format: character Notes: UNF:6:CoP8kFv0z12msxUpu5qTFA==
issue
f10676531 Location:	Variable Format: character Notes: UNF:6:fwzqmoEZJQdgCrnZk8Acmw==
issue_importance_1
f10676531 Location:	Variable Format: character Notes: UNF:6:wMSWrhoSx3UupLGZX6no5Q==
issue_importance_2
f10676531 Location:	Variable Format: character Notes: UNF:6:DyZ5AcjJx0VvUE8JGVyeZQ==
issue_importance_3
f10676531 Location:	Variable Format: character Notes: UNF:6:KwvhtSQKsaoDOu69mBmlPw==
issue_importance_4
f10676531 Location:	Variable Format: character Notes: UNF:6:gMHW0m/kslgY/URWfq65/w==
issue_importance_5
f10676531 Location:	Variable Format: character Notes: UNF:6:3hCVv7ezrKXE6quDZ+3a7A==
issue_importance_6
f10676531 Location:	Variable Format: character Notes: UNF:6:XNxpyfdyYY5bji2wdhH60Q==
issue_importance_7
f10676531 Location:	Variable Format: character Notes: UNF:6:RA1hmbcoqAY3xWv+HekcBQ==
issue_importance_8
f10676531 Location:	Variable Format: character Notes: UNF:6:xzPqiTD9CEtaxhNXPt07OQ==
issue_importance_9
f10676531 Location:	Variable Format: character Notes: UNF:6:qNEgSlr1EzrRT27ChWDnyQ==
pid3
f10676531 Location:	Variable Format: character Notes: UNF:6:eNfRzhNHsaT92a2nqqwOQw==
pid3_3_TEXT
f10676531 Location:	Variable Format: character Notes: UNF:6:B/jo9yhF6tFPlvV++I37kw==
strong
f10676531 Location:	Variable Format: character Notes: UNF:6:eNBtfGEbBXbTKuAKMPlziA==
pid_lean
f10676531 Location:	Variable Format: character Notes: UNF:6:ghy/pzBY/Z49U5LWzPT/lA==
ideology
f10676531 Location:	Variable Format: character Notes: UNF:6:4inFND7ygajHYUDFFBLwmg==
gender
f10676531 Location:	Variable Format: character Notes: UNF:6:2UPKU9SrKBWL6lmp7UkEhw==
gender_3_TEXT
f10676531 Location:	Variable Format: character Notes: UNF:6:Nfvfm1vZID0hzyHNrd+/YQ==
income
f10676531 Location:	Variable Format: character Notes: UNF:6:NB8Fus+jy0sucbWpAjbDDQ==
education
f10676531 Location:	Variable Format: character Notes: UNF:6:Iak6TCAXhTpUm1oOG5kCwg==
v2016
f10676531 Location:	Variable Format: character Notes: UNF:6:3yG3Duo4kPePE3xHXTEEbQ==
v2016_3_TEXT
f10676531 Location:	Variable Format: character Notes: UNF:6:oJIFwna8oBoiyeYbA715AQ==
v2020
f10676531 Location:	Variable Format: character Notes: UNF:6:IBUieK3PgBas20waaz9q6A==
v2020_3_TEXT
f10676531 Location:	Variable Format: character Notes: UNF:6:mnoqmyKdjL06CTLkoYofrA==
birthyr_e
f10676531 Location:	Variable Format: character Notes: UNF:6:5kVxQEjs090aGjJTvkx9VQ==
latino
f10676531 Location:	Variable Format: character Notes: UNF:6:unE5YhO1dJhv9L2ixwt72A==
race_1
f10676531 Location:	Variable Format: character Notes: UNF:6:RBRSQ4+dYp83EBPY4a2qww==
race_2
f10676531 Location:	Variable Format: character Notes: UNF:6:uueamwwSBMUXTYUGQ5QXNA==
race_3
f10676531 Location:	Variable Format: character Notes: UNF:6:gEw+yLrKflF1bLy8J1fo9A==
race_4
f10676531 Location:	Variable Format: character Notes: UNF:6:Di5IYLuYiYBcRFOBmCPUkg==
race_5
f10676531 Location:	Variable Format: character Notes: UNF:6:zo1CRdYcKJCvrLF+LdBdcw==
race_6
f10676531 Location:	Variable Format: character Notes: UNF:6:Kx8smwUobTMzyuT2j75Pyw==
race_7
f10676531 Location:	Variable Format: character Notes: UNF:6:cKxk7H88BouCv1G6/C7X7g==
aid
f10676531 Location:	Variable Format: character Notes: UNF:6:l2TfCNGajfxNq46jZ/581w==
p1_2
f10676531 Location:	Variable Format: character Notes: UNF:6:fbAdN9Ckwu3AgzvvMU/QhQ==
q1_2
f10676531 Location:	Variable Format: character Notes: UNF:6:NXP9hVVXss3ciL4N/pPn3g==
p2_2
f10676531 Location:	Variable Format: character Notes: UNF:6:AtfJlKJH+dJnahn95xB5gQ==
q2_2
f10676531 Location:	Variable Format: character Notes: UNF:6:UnM5+uAb/CVvfGdQ6Z6iqQ==
p3_2
f10676531 Location:	Variable Format: character Notes: UNF:6:/F/5rYFRf6LOPE4P5iLVQg==
q3_2
f10676531 Location:	Variable Format: character Notes: UNF:6:2zC2ql6/6Xik0YdrKzgWGQ==
p4_2
f10676531 Location:	Variable Format: character Notes: UNF:6:T2XpYLO7d3wpBx+NDw5bjA==
q4_2
f10676531 Location:	Variable Format: character Notes: UNF:6:5SQg43vuzd18ElzINUAaRQ==
p5_2
f10676531 Location:	Variable Format: character Notes: UNF:6:erNW+QUtwAVZJmFNzbMB3Q==
q5_2
f10676531 Location:	Variable Format: character Notes: UNF:6:pWHLF7iAEUqY7BuQjWrpZw==
p6_2
f10676531 Location:	Variable Format: character Notes: UNF:6:OexWHBZBpVGcX/xOFztA7w==
q6_2
f10676531 Location:	Variable Format: character Notes: UNF:6:TYyt6exN8sDJArLsqBFarQ==
p7_2
f10676531 Location:	Variable Format: character Notes: UNF:6:EmaeycobFNJlGiWgEsuKWw==
q7_2
f10676531 Location:	Variable Format: character Notes: UNF:6:ZkNZFDf78m8H80INRGDB0g==
p8_2
f10676531 Location:	Variable Format: character Notes: UNF:6:+u3yhQ2lNRS1mgLiBHzFaA==
q8_2
f10676531 Location:	Variable Format: character Notes: UNF:6:/8rP1fUd5yTtey/IBl38iQ==
personal_issue
f10676531 Location:	Variable Format: character Notes: UNF:6:4hERph7EMcMhnTY0jG6R8A==
id
f10676530 Location:	Summary Statistics: StDev 161.51367331178704; Mean 296.0; Min. 17.0; Valid 559.0; Max. 575.0; Variable Format: numeric Notes: UNF:6:mghXRDHZ+ccvOUpasy864w==
user_id
f10676530 Location:	Variable Format: character Notes: UNF:6:viXWx+D6yvPss+5IVrYWHw==
question
f10676530 Location:	Variable Format: character Notes: UNF:6:Oh+uzsJDvlkCesShwAnIFA==
rating
f10676530 Location:	Summary Statistics: Valid 559.0; Mean 3.5688729874776386; Min. 1.0; StDev 1.2608655998558476; Max. 5.0; Variable Format: numeric Notes: UNF:6:3qC41PL2JwtmdU4OPEYCSQ==
probability
f10676530 Location:	Summary Statistics: StDev 0.3078018227489704; Min. 0.009578544; Valid 559.0; Max. 1.0; Mean 0.2086583127745975; Variable Format: numeric Notes: UNF:6:mRVpjf+k4cceu5zRYYKwWA==
StartDate
f10676527 Location:	Variable Format: character Notes: UNF:6:esr9CjdkS4O+LtBvNXiHYQ==
EndDate
f10676527 Location:	Variable Format: character Notes: UNF:6:VGiYx4dUanHhWsniBSzkGw==
Status
f10676527 Location:	Variable Format: character Notes: UNF:6:tEmyEgVB1GLgocGI+Ys/IQ==
IPAddress
f10676527 Location:	Variable Format: character Notes: UNF:6:gJC/Luf2xUCBxYQ3VLBAlw==
Progress
f10676527 Location:	Variable Format: character Notes: UNF:6:x+Hj65qmkNy7NYRGxEDJkA==
Duration (in seconds)
f10676527 Location:	Variable Format: character Notes: UNF:6:AeSPNUc7EAdUoXP042IHgg==
Finished
f10676527 Location:	Variable Format: character Notes: UNF:6:G2D/bO1F6bB/wmhkZLZr+w==
RecordedDate
f10676527 Location:	Variable Format: character Notes: UNF:6:1GYMcx7pCXGMtC2D8CIjQw==
ResponseId
f10676527 Location:	Variable Format: character Notes: UNF:6:Pod9+IyYcUf7Bf+JUYspDw==
RecipientLastName
f10676527 Location:	Variable Format: character Notes: UNF:6:w8JMxFKGxjFGlIRVEUvc6w==
RecipientFirstName
f10676527 Location:	Variable Format: character Notes: UNF:6:7uPVPK+syOatzR5AYgYQxA==
RecipientEmail
f10676527 Location:	Variable Format: character Notes: UNF:6:He5XncMQoAQ62bu+NPNiog==
ExternalReference
f10676527 Location:	Variable Format: character Notes: UNF:6:GT39L/+bQASPaN/WjSwtAg==
LocationLatitude
f10676527 Location:	Variable Format: character Notes: UNF:6:W05p4SEr25tVgCRsP+iRdQ==
LocationLongitude
f10676527 Location:	Variable Format: character Notes: UNF:6:CtvTwcj2LIA+VsSjPWgedw==
DistributionChannel
f10676527 Location:	Variable Format: character Notes: UNF:6:qR/vRwcgsAuYvETyVCjwjg==
UserLanguage
f10676527 Location:	Variable Format: character Notes: UNF:6:C9uJPw1JhzQ/Xo+fTHbYcQ==
introduction
f10676527 Location:	Variable Format: character Notes: UNF:6:nnZNXleG6BSBlpme2P5Vvw==
bilingual
f10676527 Location:	Variable Format: character Notes: UNF:6:kYJQY+qP2Wn56YC32ebw3g==
mvc_check
f10676527 Location:	Variable Format: character Notes: UNF:6:p4DSOWvKhpq0jxPm8vzeZA==
news_trust_1
f10676527 Location:	Variable Format: character Notes: UNF:6:PWSbrPXCBgOsqlKPfeZvMQ==
news_trust_2
f10676527 Location:	Variable Format: character Notes: UNF:6:hDL6E+HlgXbekwtKlv276g==
news_trust_3
f10676527 Location:	Variable Format: character Notes: UNF:6:h1Z2UpixDKtGGSBjoESk/g==
news_trust_4
f10676527 Location:	Variable Format: character Notes: UNF:6:843l/VRTNeUuZJv9SbAdBw==
news_trust_5
f10676527 Location:	Variable Format: character Notes: UNF:6:nPZMjjKrFM2u0kaPgSBl9w==
news_trust_6
f10676527 Location:	Variable Format: character Notes: UNF:6:NDvo6snoRIFQThyh/dQW9Q==
timer1_First Click
f10676527 Location:	Variable Format: character Notes: UNF:6:ylzk1wvc+MW/BpjjfjKSLQ==
timer1_Last Click
f10676527 Location:	Variable Format: character Notes: UNF:6:y+0EFCjD7h1Q6oK0MIhFWA==
timer1_Page Submit
f10676527 Location:	Variable Format: character Notes: UNF:6:/1/oT2o5aa9SObp6wUTDxg==
timer1_Click Count
f10676527 Location:	Variable Format: character Notes: UNF:6:VQy/brdWvpZcANqEEIQKfA==
neg_dem
f10676527 Location:	Variable Format: character Notes: UNF:6:+4+TZchUjNiOe2avD99ZjA==
neg_rep
f10676527 Location:	Variable Format: character Notes: UNF:6:q+EWUoXsp1o9TPE1r7+wew==
adaptive_block2_1
f10676527 Location:	Variable Format: character Notes: UNF:6:5+fyp24FIh10f1eKQu7fKQ==
adaptive_block2_2
f10676527 Location:	Variable Format: character Notes: UNF:6:A6DijGFp3fdRWexZr3ldkw==
adaptive_block2_3
f10676527 Location:	Variable Format: character Notes: UNF:6:73JrZNBjn8fzN1hOhCiZJg==
adaptive_block2_4
f10676527 Location:	Variable Format: character Notes: UNF:6:kduP+9acDk5rfJ5veCiXgA==
adaptive_block2_5
f10676527 Location:	Variable Format: character Notes: UNF:6:heDct42hKBftpffmOP+MRg==
adaptive_block2_6
f10676527 Location:	Variable Format: character Notes: UNF:6:mBBGx1n79np8o9f0JrfiWw==
adaptive_block2_7
f10676527 Location:	Variable Format: character Notes: UNF:6:b0djbSQ3is2KoqvpBym7aQ==
adaptive_block2_8
f10676527 Location:	Variable Format: character Notes: UNF:6:DbC29eu185mXc6PR6Mkm3Q==
adaptive_block2_9
f10676527 Location:	Variable Format: character Notes: UNF:6:MWYiu0Y7nar1tTGfcsj/IQ==
adaptive_block2_10
f10676527 Location:	Variable Format: character Notes: UNF:6:3my9RAemJM54vbuqTeLYQA==
adaptive_block2_11
f10676527 Location:	Variable Format: character Notes: UNF:6:58suc0UE4l9e/cpeMlHdog==
adaptive_block2_12
f10676527 Location:	Variable Format: character Notes: UNF:6:TFfVBq0BDGVSVxcgZE7Akw==
adaptive_block2_13
f10676527 Location:	Variable Format: character Notes: UNF:6:rcsjB7Gu1jKdDHJE0W7PPA==
adaptive_block2_14
f10676527 Location:	Variable Format: character Notes: UNF:6:y1+neu9NnU/dgebUpd3aAw==
adaptive_block2_15
f10676527 Location:	Variable Format: character Notes: UNF:6:oUBlt6ExYm7rCJLvrmgYog==
adaptive_block2_16
f10676527 Location:	Variable Format: character Notes: UNF:6:CLGSl3xsktN1ykXYqaRkMA==
adaptive_block2_17
f10676527 Location:	Variable Format: character Notes: UNF:6:LXmrrnLsSvXrH8szi+jaFA==
adaptive_block2_18
f10676527 Location:	Variable Format: character Notes: UNF:6:wEIdQ2XROIDs3CeLJsk+Cw==
pre_beliefs_1
f10676527 Location:	Variable Format: character Notes: UNF:6:AqyfEfbx3UUTfC20OgwoIg==
pre_beliefs_2
f10676527 Location:	Variable Format: character Notes: UNF:6:ub0ITl3+Xy51o791ZxX4vg==
pre_beliefs_3
f10676527 Location:	Variable Format: character Notes: UNF:6:rdv3ON9MOQpyFC5bYSpqKg==
pre_beliefs_4
f10676527 Location:	Variable Format: character Notes: UNF:6:4aTdAQT+RKtQVTlr8Ae1sg==
pre_beliefs_5
f10676527 Location:	Variable Format: character Notes: UNF:6:nap4AP8evv3sOaHJuDZHbQ==
pre_beliefs_6
f10676527 Location:	Variable Format: character Notes: UNF:6:e6IZYaqK/znrpT1gCk9fqA==
pre_beliefs_7
f10676527 Location:	Variable Format: character Notes: UNF:6:xp39ZMDA2VbK6n1oM4jhGA==
pre_beliefs_8
f10676527 Location:	Variable Format: character Notes: UNF:6:nGFEzAQCpe5N9IPflM1f/A==
pre_beliefs_9
f10676527 Location:	Variable Format: character Notes: UNF:6:NZNR2Yus778SFIMZsDhcNQ==
pre_beliefs_10
f10676527 Location:	Variable Format: character Notes: UNF:6:QWX2SBRdSNpkUdEek8qmoA==
pre_beliefs_11
f10676527 Location:	Variable Format: character Notes: UNF:6:djoWVa/lB2uFcXl+K+V9yQ==
pre_beliefs_12
f10676527 Location:	Variable Format: character Notes: UNF:6:1RamYaRmW4O4dwei77khSA==
connect
f10676527 Location:	Variable Format: character Notes: UNF:6:Eb/hCpMyrKBIhQyBNAaO8g==
groups
f10676527 Location:	Variable Format: character Notes: UNF:6:IZngdDloVlkeyDEMU4Y7WQ==
ancestry_1
f10676527 Location:	Variable Format: character Notes: UNF:6:sxu9A85YvZtQUGDxr1zGmA==
ancestry_2
f10676527 Location:	Variable Format: character Notes: UNF:6:IpQhwHEoGo5xDEZNKqClrQ==
ancestry_3
f10676527 Location:	Variable Format: character Notes: UNF:6:DKsgN/BZrrq8xNPnXskdyQ==
ancestry_4
f10676527 Location:	Variable Format: character Notes: UNF:6:GGlbJSirJiNJEROJkpbZuA==
ancestry_5
f10676527 Location:	Variable Format: character Notes: UNF:6:cDj78SOF21Wq5IrmfYh2cw==
ancestry_6
f10676527 Location:	Variable Format: character Notes: UNF:6:wkwvRCwMjHzy/hG3q+gejw==
ancestry_7
f10676527 Location:	Variable Format: character Notes: UNF:6:/6gxXkmbEOiBQ9Lm2xKY6g==
ancestry_8
f10676527 Location:	Variable Format: character Notes: UNF:6:oA8TaQnEQTMLRrd2rjjbqg==
ancestry_9
f10676527 Location:	Variable Format: character Notes: UNF:6:Hu1ySo6GWVkKXDSjePMs+w==
ancestry_10
f10676527 Location:	Variable Format: character Notes: UNF:6:qNYGw1K9jmal/F0VuGNL2Q==
ancestry_11
f10676527 Location:	Variable Format: character Notes: UNF:6:B5nTswctT8YNq9o9mxehdQ==
ancestry_12
f10676527 Location:	Variable Format: character Notes: UNF:6:KmdFIgdmDITuaDCmIvpSVw==
ancestry_13
f10676527 Location:	Variable Format: character Notes: UNF:6:JySMi2WCHlUEvCqq3AjYRQ==
ancestry_14
f10676527 Location:	Variable Format: character Notes: UNF:6:RHlziieFQKIn+2cwvftEow==
ancestry_15
f10676527 Location:	Variable Format: character Notes: UNF:6:Ph6vesOBo80LJuA1U/MZpQ==
ancestry_16
f10676527 Location:	Variable Format: character Notes: UNF:6:xl25F4C0r+/1frA3nBBRiA==
ancestry_17
f10676527 Location:	Variable Format: character Notes: UNF:6:aDRK6lJGibtdLYxYWmr87Q==
ancestry_18
f10676527 Location:	Variable Format: character Notes: UNF:6:seZ4E0uRtufnIz76Ogv4iw==
ancestry_19
f10676527 Location:	Variable Format: character Notes: UNF:6:przPQjmzDde55MAIskWz5A==
ancestry_20
f10676527 Location:	Variable Format: character Notes: UNF:6:oP1xxPAW1UOqlQCLkQn99A==
ancestry_21
f10676527 Location:	Variable Format: character Notes: UNF:6:Fhu27534TMJt1KCgadLqVg==
ancestry_0
f10676527 Location:	Variable Format: character Notes: UNF:6:nrg2ZV03FppMzczUtha3iw==
birthplace
f10676527 Location:	Variable Format: character Notes: UNF:6:QUj8/IauYoezJD4RjpY/jw==
birthplace_3_TEXT
f10676527 Location:	Variable Format: character Notes: UNF:6:mdBgEt3PBw+eejsr+QDF1A==
pid3
f10676527 Location:	Variable Format: character Notes: UNF:6:4JnyccrqigqTuULlDj17NA==
pid3_3_TEXT
f10676527 Location:	Variable Format: character Notes: UNF:6:2NxjSXxUVAanIg5mPbqvOg==
strong
f10676527 Location:	Variable Format: character Notes: UNF:6:cJzbswOp5VhuN8P+6VtUJw==
pid_lean
f10676527 Location:	Variable Format: character Notes: UNF:6:xSJxeCyrkCdOQ7e4uSf4lA==
ideology
f10676527 Location:	Variable Format: character Notes: UNF:6:+syvV/ri9JWgohhS/bhf1g==
gender
f10676527 Location:	Variable Format: character Notes: UNF:6:baMwwG6rN87UG2lEtoT2gA==
gender_3_TEXT
f10676527 Location:	Variable Format: character Notes: UNF:6:lqgGJO2/2WmF4Ii4Fm4yOw==
income
f10676527 Location:	Variable Format: character Notes: UNF:6:4iw9H9A5LHP8vYeeChFjFQ==
education
f10676527 Location:	Variable Format: character Notes: UNF:6:vzletRyZgWdRBhVvqbeDiA==
v2016
f10676527 Location:	Variable Format: character Notes: UNF:6:XsgfjqgbYEvZraZLz1w3+A==
v2016_3_TEXT
f10676527 Location:	Variable Format: character Notes: UNF:6:QJ81kJJKQQFv6hM8wi+6Xw==
v2020
f10676527 Location:	Variable Format: character Notes: UNF:6:fGbHNYJbM9HlRwKziGkKpg==
v2020_3_TEXT
f10676527 Location:	Variable Format: character Notes: UNF:6:IggviQUY2/t9bQc7BGpzNg==
birthyr_e
f10676527 Location:	Variable Format: character Notes: UNF:6:Xc0gbU5//gTOOJHjCH2N2Q==
p1
f10676527 Location:	Variable Format: character Notes: UNF:6:0VppF6N3UA52eAaWFHBzIw==
q1
f10676527 Location:	Variable Format: character Notes: UNF:6:I/FAKOi1IS34uOCQJlGgpA==
p2
f10676527 Location:	Variable Format: character Notes: UNF:6:a4ESSulBMgJ+yq11jfAedw==
q2
f10676527 Location:	Variable Format: character Notes: UNF:6:vgue2KelUe0rtVwCm4P1KQ==
p3
f10676527 Location:	Variable Format: character Notes: UNF:6:h9EkKk8yRMOjTcMISa9yeg==
q3
f10676527 Location:	Variable Format: character Notes: UNF:6:C9EvR3kfOGZOWPWXgkRyoQ==
p4
f10676527 Location:	Variable Format: character Notes: UNF:6:GxsJeTkFnD9h4GnKKpI16Q==
q4
f10676527 Location:	Variable Format: character Notes: UNF:6:QWkHVS/hjlnihq08C/+iDg==
dem_misinfo
f10676527 Location:	Variable Format: character Notes: UNF:6:QkvoH1+GWKxvqaTUYY69eQ==
rep_misinfo
f10676527 Location:	Variable Format: character Notes: UNF:6:4lTATRPZPL10FuHwscrCTA==
threshold
f10676537 Location:	Summary Statistics: Min. 0.65; Mean 0.82375; Valid 8.0; StDev 0.12046783803156758; Max. 0.99 Variable Format: numeric Notes: UNF:6:Xt1g/9LqpXpI4eaLUKFR1w==
unique_neg_rep_claims
f10676537 Location:	Variable Format: character Notes: UNF:6:H46lOrBeqdNlKf7pRqRHsA==
unique_neg_dem_claims
f10676537 Location:	Variable Format: character Notes: UNF:6:ilbt1oyljUoYnp/maoPzoQ==
threshold
f10676538 Location:	Summary Statistics: Min. 0.65; Valid 8.0; Max. 0.99; StDev 0.12046783803156758; Mean 0.82375 Variable Format: numeric Notes: UNF:6:Xt1g/9LqpXpI4eaLUKFR1w==
unique_personal_issues
f10676538 Location:	Variable Format: character Notes: UNF:6:1APY3GQjmgRQz4pHD/of/g==
issue
f10676542 Location:	Variable Format: character Notes: UNF:6:LunrIYNyfjI4pvA0l24D1Q==
personal_issue
f10676542 Location:	Variable Format: character Notes: UNF:6:Rgt+5Vn/YjSgbXZa6QKPNA==
rep_misinfo
f10676541 Location:	Variable Format: character Notes: UNF:6:CgPvWpkTz2pugxxZmZF6AA==
dem_misinfo
f10676541 Location:	Variable Format: character Notes: UNF:6:jiGqNZoJHDnvzHkoeJWN/A==
neg_rep
f10676541 Location:	Variable Format: character Notes: UNF:6:ZzTsX0wAfL93Cib2Xgm81g==
neg_dem
f10676541 Location:	Variable Format: character Notes: UNF:6:PCRBpzf0fRJ0YvQQQ2E1MQ==
issue
f10676536 Location:	Variable Format: character Notes: UNF:6:Yy/xPCjbNrt7ffvFOfJjuA==
personal_issue
f10676536 Location:	Variable Format: character Notes: UNF:6:nmljuX5FfW167OwqyN2G0A==
extracted_issue
f10676536 Location:	Variable Format: character Notes: UNF:6:D1bczvcQi8BeQL1mrck/bA==
Codes
f10676536 Location:	Summary Statistics: Max. 3.0; Mean 1.6295843520782394; StDev 0.503067771981561; Min. 1.0; Valid 818.0; Variable Format: numeric Notes: UNF:6:kTLdhGYA7pDuQ0LZtKdKJQ==
Comparison
f10676536 Location:	Variable Format: character Notes: UNF:6:m3F1vfgAQ+xSiBpKYFIPiA==
rep_misinfo
f10676534 Location:	Variable Format: character Notes: UNF:6:CgPvWpkTz2pugxxZmZF6AA==
dem_misinfo
f10676534 Location:	Variable Format: character Notes: UNF:6:jiGqNZoJHDnvzHkoeJWN/A==
neg_rep
f10676534 Location:	Variable Format: character Notes: UNF:6:ZzTsX0wAfL93Cib2Xgm81g==
neg_dem
f10676534 Location:	Variable Format: character Notes: UNF:6:PCRBpzf0fRJ0YvQQQ2E1MQ==
final_output_rep
f10676534 Location:	Variable Format: character Notes: UNF:6:JHAR4Lek9u/JSnH7F6n8dw==
final_output_dem
f10676534 Location:	Variable Format: character Notes: UNF:6:zMFJAVwmjRo8RyZfZWYZTQ==
Rep_Comparison
f10676534 Location:	Summary Statistics: StDev 0.7514887281439231; Valid 279.0; Mean 1.4480286738351253; Min. 1.0; Max. 3.0 Variable Format: numeric Notes: UNF:6:1KmJgM32Gjzk+hFK85XUiQ==
Dem_Comparison
f10676534 Location:	Summary Statistics: Valid 279.0; Max. 3.0; Mean 1.3942652329749103; StDev 0.7409667619725283; Min. 1.0 Variable Format: numeric Notes: UNF:6:zYt3wdXnDiYqODXy1ZhOcg==
issue
f10676533 Location:	Variable Format: character Notes: UNF:6:fBUB8dDdTasiSxbY6Pgesg==
personal_issue
f10676533 Location:	Variable Format: character Notes: UNF:6:Rgt+5Vn/YjSgbXZa6QKPNA==
processed_issue
f10676533 Location:	Variable Format: character Notes: UNF:6:jqKO5YHzWpkCDh1eE99y4Q==
coding
f10676533 Location:	Variable Format: character Notes: UNF:6:I20HKBTM5WOxsSnw04F8wQ==
better
f10676533 Location:	Variable Format: character Notes: UNF:6:5zxWeDbRGlVxOJ8hRY286A==

Document Description

Citation

Title:

Replication Data for Crowdsourced Adaptive Surveys

Identification Number:

doi:10.7910/DVN/QVOLDN

Distributor:

Harvard Dataverse

Date of Distribution:

2024-12-05

Version:

Bibliographic Citation:

Velez, Yamil, 2024, "Replication Data for Crowdsourced Adaptive Surveys", https://doi.org/10.7910/DVN/QVOLDN, Harvard Dataverse, V1, UNF:6:3MWn5WLKmcM3f1hANpHaUw== [fileUNF]

Study Description

Citation

Title:

Replication Data for Crowdsourced Adaptive Surveys

Identification Number:

doi:10.7910/DVN/QVOLDN

Authoring Entity:

Velez, Yamil (Columbia University)

Producer:

<i>Political Analysis</i>

Distributor:

Harvard Dataverse

Access Authority:

Velez, Yamil

Depositor:

Velez, Yamil

Date of Deposit:

2024-10-30

Holdings Information:

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

Study Scope

Keywords:

Social Sciences

Abstract:

Public opinion surveys are vital for informing democratic decision-making, but responding to rapidly evolving information environments and measuring beliefs within niche communities can be challenging for traditional survey methods. This paper introduces a crowdsourced adaptive survey methodology (CSAS) that unites advances in natural language processing and adaptive algorithms to generate question banks that evolve with user input. The CSAS method converts open-ended text provided by participants into survey items and applies a multi-armed bandit algorithm to determine which questions should be prioritized in the survey. The method's adaptive nature allows for the exploration of new survey questions, while imposing minimal costs in survey length. Applications in the domains of Latino information environments, national issue importance, and local politics showcase CSAS's ability to identify topics that might otherwise escape the notice of survey researchers. I conclude by highlighting CSAS's potential to bridge conceptual gaps between researchers and participants in survey research.

Methodology and Processing

Sources Statement

Data Access

Other Study Description Materials

File Description--f10676531

File: cr_issues.tab

Number of cases: 822
No. of variables per record: 68
Type of File: text/tab-separated-values

Notes:

UNF:6:KJkyfyEbmYM6A+t17QJ9Uw==

File Description--f10676530

File: cr_local.tab

Number of cases: 559
No. of variables per record: 5
Type of File: text/tab-separated-values

Notes:

UNF:6:nnPS4vHTL+qtxcKEQM39GQ==

File Description--f10676527

File: cr_misinfo.tab

Number of cases: 321
No. of variables per record: 112
Type of File: text/tab-separated-values

Notes:

UNF:6:2zYwvY2dSwhvXiUtB5hoFA==

File Description--f10676537

File: unique_claims.tab

Number of cases: 8
No. of variables per record: 3
Type of File: text/tab-separated-values

Notes:

UNF:6:Ckm/CLIoUKN9BJKqOf2pBg==

File Description--f10676538

File: unique_issues.tab

Number of cases: 8
No. of variables per record: 2
Type of File: text/tab-separated-values

Notes:

UNF:6:4s/77ryfPCsSg6SpZf/o/Q==

File Description--f10676542

File: mip_codes.tab

Number of cases: 820
No. of variables per record: 2
Type of File: text/tab-separated-values

Notes:

UNF:6:gC3jnuCiJGDll9vh4GKv4w==

File Description--f10676541

File: misinformation_codes.tab

Number of cases: 279
No. of variables per record: 4
Type of File: text/tab-separated-values

Notes:

UNF:6:WnmTQDaq7imUS4IWYBH5+Q==

File Description--f10676536

File: llama_analysis.tab

Number of cases: 820
No. of variables per record: 5
Type of File: text/tab-separated-values

Notes:

UNF:6:K+ffeTC85jskEOF9LV0KFg==

File Description--f10676534

File: llama_analysis2.tab

Number of cases: 279
No. of variables per record: 8
Type of File: text/tab-separated-values

Notes:

UNF:6:0LKNHQbBBfXh+3W+s0EQlw==

File Description--f10676533

File: mistral_analysis.tab

Number of cases: 820
No. of variables per record: 6
Type of File: text/tab-separated-values

Notes:

UNF:6:u5E7YnQeYrod2YlsWmHiOg==

File Description--f10676535

File: mistral_analysis2.tab

Number of cases: 557
No. of variables per record: 6
Type of File: text/tab-separated-values

Notes:

UNF:6:cN7ZeKQqgIZOVPbntwEw6A==

Variable Description

List of Variables:

StartDate - StartDate
EndDate - EndDate
Status - Status
IPAddress - IPAddress
Progress - Progress
Duration (in seconds) - Duration (in seconds)
Finished - Finished
RecordedDate - RecordedDate
ResponseId - ResponseId
RecipientLastName - RecipientLastName
RecipientFirstName - RecipientFirstName
RecipientEmail - RecipientEmail
ExternalReference - ExternalReference
LocationLatitude - LocationLatitude
LocationLongitude - LocationLongitude
DistributionChannel - DistributionChannel
UserLanguage - UserLanguage
mvc_check - mvc_check
issue - issue
issue_importance_1 - issue_importance_1
issue_importance_2 - issue_importance_2
issue_importance_3 - issue_importance_3
issue_importance_4 - issue_importance_4
issue_importance_5 - issue_importance_5
issue_importance_6 - issue_importance_6
issue_importance_7 - issue_importance_7
issue_importance_8 - issue_importance_8
issue_importance_9 - issue_importance_9
pid3 - pid3
pid3_3_TEXT - pid3_3_TEXT
strong - strong
pid_lean - pid_lean
ideology - ideology
gender - gender
gender_3_TEXT - gender_3_TEXT
income - income
education - education
v2016 - v2016
v2016_3_TEXT - v2016_3_TEXT
v2020 - v2020
v2020_3_TEXT - v2020_3_TEXT
birthyr_e - birthyr_e
latino - latino
race_1 - race_1
race_2 - race_2
race_3 - race_3
race_4 - race_4
race_5 - race_5
race_6 - race_6
race_7 - race_7
aid - aid
p1_2 - p1_2
q1_2 - q1_2
p2_2 - p2_2
q2_2 - q2_2
p3_2 - p3_2
q3_2 - q3_2
p4_2 - p4_2
q4_2 - q4_2
p5_2 - p5_2
q5_2 - q5_2
p6_2 - p6_2
q6_2 - q6_2
p7_2 - p7_2
q7_2 - q7_2
p8_2 - p8_2
q8_2 - q8_2
personal_issue - personal_issue
id - id
user_id - user_id
question - question
rating - rating
probability - probability
StartDate - StartDate
EndDate - EndDate
Status - Status
IPAddress - IPAddress
Progress - Progress
Duration (in seconds) - Duration (in seconds)
Finished - Finished
RecordedDate - RecordedDate
ResponseId - ResponseId
RecipientLastName - RecipientLastName
RecipientFirstName - RecipientFirstName
RecipientEmail - RecipientEmail
ExternalReference - ExternalReference
LocationLatitude - LocationLatitude
LocationLongitude - LocationLongitude
DistributionChannel - DistributionChannel
UserLanguage - UserLanguage
introduction - introduction
bilingual - bilingual
mvc_check - mvc_check
news_trust_1 - news_trust_1
news_trust_2 - news_trust_2
news_trust_3 - news_trust_3
news_trust_4 - news_trust_4
news_trust_5 - news_trust_5
news_trust_6 - news_trust_6
timer1_First Click - timer1_First Click
timer1_Last Click - timer1_Last Click
timer1_Page Submit - timer1_Page Submit
timer1_Click Count - timer1_Click Count
neg_dem - neg_dem
neg_rep - neg_rep
adaptive_block2_1 - adaptive_block2_1
adaptive_block2_2 - adaptive_block2_2
adaptive_block2_3 - adaptive_block2_3
adaptive_block2_4 - adaptive_block2_4
adaptive_block2_5 - adaptive_block2_5
adaptive_block2_6 - adaptive_block2_6
adaptive_block2_7 - adaptive_block2_7
adaptive_block2_8 - adaptive_block2_8
adaptive_block2_9 - adaptive_block2_9
adaptive_block2_10 - adaptive_block2_10
adaptive_block2_11 - adaptive_block2_11
adaptive_block2_12 - adaptive_block2_12
adaptive_block2_13 - adaptive_block2_13
adaptive_block2_14 - adaptive_block2_14
adaptive_block2_15 - adaptive_block2_15
adaptive_block2_16 - adaptive_block2_16
adaptive_block2_17 - adaptive_block2_17
adaptive_block2_18 - adaptive_block2_18
pre_beliefs_1 - pre_beliefs_1
pre_beliefs_2 - pre_beliefs_2
pre_beliefs_3 - pre_beliefs_3
pre_beliefs_4 - pre_beliefs_4
pre_beliefs_5 - pre_beliefs_5
pre_beliefs_6 - pre_beliefs_6
pre_beliefs_7 - pre_beliefs_7
pre_beliefs_8 - pre_beliefs_8
pre_beliefs_9 - pre_beliefs_9
pre_beliefs_10 - pre_beliefs_10
pre_beliefs_11 - pre_beliefs_11
pre_beliefs_12 - pre_beliefs_12
connect - connect
groups - groups
ancestry_1 - ancestry_1
ancestry_2 - ancestry_2
ancestry_3 - ancestry_3
ancestry_4 - ancestry_4
ancestry_5 - ancestry_5
ancestry_6 - ancestry_6
ancestry_7 - ancestry_7
ancestry_8 - ancestry_8
ancestry_9 - ancestry_9
ancestry_10 - ancestry_10
ancestry_11 - ancestry_11
ancestry_12 - ancestry_12
ancestry_13 - ancestry_13
ancestry_14 - ancestry_14
ancestry_15 - ancestry_15
ancestry_16 - ancestry_16
ancestry_17 - ancestry_17
ancestry_18 - ancestry_18
ancestry_19 - ancestry_19
ancestry_20 - ancestry_20
ancestry_21 - ancestry_21
ancestry_0 - ancestry_0
birthplace - birthplace
birthplace_3_TEXT - birthplace_3_TEXT
pid3 - pid3
pid3_3_TEXT - pid3_3_TEXT
strong - strong
pid_lean - pid_lean
ideology - ideology
gender - gender
gender_3_TEXT - gender_3_TEXT
income - income
education - education
v2016 - v2016
v2016_3_TEXT - v2016_3_TEXT
v2020 - v2020
v2020_3_TEXT - v2020_3_TEXT
birthyr_e - birthyr_e
p1 - p1
q1 - q1
p2 - p2
q2 - q2
p3 - p3
q3 - q3
p4 - p4
q4 - q4
dem_misinfo - dem_misinfo
rep_misinfo - rep_misinfo
threshold - threshold
unique_neg_rep_claims - unique_neg_rep_claims
unique_neg_dem_claims - unique_neg_dem_claims
threshold - threshold
unique_personal_issues - unique_personal_issues
issue - issue
personal_issue - personal_issue
rep_misinfo - rep_misinfo
dem_misinfo - dem_misinfo
neg_rep - neg_rep
neg_dem - neg_dem
issue - issue
personal_issue - personal_issue
extracted_issue - extracted_issue
Codes - Codes
Comparison - Comparison
rep_misinfo - rep_misinfo
dem_misinfo - dem_misinfo
neg_rep - neg_rep
neg_dem - neg_dem
final_output_rep - final_output_rep
final_output_dem - final_output_dem
Rep_Comparison - Rep_Comparison
Dem_Comparison - Dem_Comparison
issue - issue
personal_issue - personal_issue
processed_issue - processed_issue
coding - coding
better - better
note - note
neg_rep - neg_rep
rep_misinfo - rep_misinfo
final_output_rep - final_output_rep
coding - coding
better - better
notes - notes

Variables

StartDate

f10676531 Location:

Variable Format: character

Notes: UNF:6:xWW5ccAlsal1Lhd1k8SjsA==

EndDate

f10676531 Location:

Variable Format: character

Notes: UNF:6:W6hJQVDI3dcmKGorxWtiZQ==

Status

f10676531 Location:

Variable Format: character

Notes: UNF:6:48maIyG6Hdt0Jxpq3eUGWA==

IPAddress

f10676531 Location:

Variable Format: character

Notes: UNF:6:fnLsQ9xKdc8DRe6VyOO/Lw==

Progress

f10676531 Location:

Variable Format: character

Notes: UNF:6:zIvYqlh5ox+7FvKyvKQ62A==

Duration (in seconds)

f10676531 Location:

Variable Format: character

Notes: UNF:6:gi4j7NCllPXczYNscLAqaA==

Finished

f10676531 Location:

Variable Format: character

Notes: UNF:6:NIqD3sUo474jjsnUlDBptQ==

RecordedDate

f10676531 Location:

Variable Format: character

Notes: UNF:6:8YOGOIE6+K3AICfMhLF+Nw==

ResponseId

f10676531 Location:

Variable Format: character

Notes: UNF:6:KSO4MCfix7+aZ4sBtTfd+A==

RecipientLastName

f10676531 Location:

Variable Format: character

Notes: UNF:6:7FBLWAkUvp1H2V0W0weqtg==

RecipientFirstName

f10676531 Location:

Variable Format: character

Notes: UNF:6:sRckmr6JW0Q2FVCTpi2r5Q==

RecipientEmail

f10676531 Location:

Variable Format: character

Notes: UNF:6:ysUQu1rQ4EzZeAZXJ470Ow==

ExternalReference

f10676531 Location:

Variable Format: character

Notes: UNF:6:ZhcS1lG6vExC/8BFOHkTdQ==

LocationLatitude

f10676531 Location:

Variable Format: character

Notes: UNF:6:JKqUMkJojfrPZ2gZT02IHg==

LocationLongitude

f10676531 Location:

Variable Format: character

Notes: UNF:6:qHEiiAzBh7KZuoZXRELIvw==

DistributionChannel

f10676531 Location:

Variable Format: character

Notes: UNF:6:azVPNQ30u1tf9qcDBPaSdQ==

UserLanguage

f10676531 Location:

Variable Format: character

Notes: UNF:6:d+WFr3SfwahToCrL3ALsdg==

mvc_check

f10676531 Location:

Variable Format: character

Notes: UNF:6:CoP8kFv0z12msxUpu5qTFA==

issue

f10676531 Location:

Variable Format: character

Notes: UNF:6:fwzqmoEZJQdgCrnZk8Acmw==

issue_importance_1

f10676531 Location:

Variable Format: character

Notes: UNF:6:wMSWrhoSx3UupLGZX6no5Q==

issue_importance_2

f10676531 Location:

Variable Format: character

Notes: UNF:6:DyZ5AcjJx0VvUE8JGVyeZQ==

issue_importance_3

f10676531 Location:

Variable Format: character

Notes: UNF:6:KwvhtSQKsaoDOu69mBmlPw==

issue_importance_4

f10676531 Location:

Variable Format: character

Notes: UNF:6:gMHW0m/kslgY/URWfq65/w==

issue_importance_5

f10676531 Location:

Variable Format: character

Notes: UNF:6:3hCVv7ezrKXE6quDZ+3a7A==

issue_importance_6

f10676531 Location:

Variable Format: character

Notes: UNF:6:XNxpyfdyYY5bji2wdhH60Q==

issue_importance_7

f10676531 Location:

Variable Format: character

Notes: UNF:6:RA1hmbcoqAY3xWv+HekcBQ==

issue_importance_8

f10676531 Location:

Variable Format: character

Notes: UNF:6:xzPqiTD9CEtaxhNXPt07OQ==

issue_importance_9

f10676531 Location:

Variable Format: character

Notes: UNF:6:qNEgSlr1EzrRT27ChWDnyQ==

pid3

f10676531 Location:

Variable Format: character

Notes: UNF:6:eNfRzhNHsaT92a2nqqwOQw==

pid3_3_TEXT

f10676531 Location:

Variable Format: character

Notes: UNF:6:B/jo9yhF6tFPlvV++I37kw==

strong

f10676531 Location:

Variable Format: character

Notes: UNF:6:eNBtfGEbBXbTKuAKMPlziA==

pid_lean

f10676531 Location:

Variable Format: character

Notes: UNF:6:ghy/pzBY/Z49U5LWzPT/lA==

ideology

f10676531 Location:

Variable Format: character

Notes: UNF:6:4inFND7ygajHYUDFFBLwmg==

gender

f10676531 Location:

Variable Format: character

Notes: UNF:6:2UPKU9SrKBWL6lmp7UkEhw==

gender_3_TEXT

f10676531 Location:

Variable Format: character

Notes: UNF:6:Nfvfm1vZID0hzyHNrd+/YQ==

income

f10676531 Location:

Variable Format: character

Notes: UNF:6:NB8Fus+jy0sucbWpAjbDDQ==

education

f10676531 Location:

Variable Format: character

Notes: UNF:6:Iak6TCAXhTpUm1oOG5kCwg==

v2016

f10676531 Location:

Variable Format: character

Notes: UNF:6:3yG3Duo4kPePE3xHXTEEbQ==

v2016_3_TEXT

f10676531 Location:

Variable Format: character

Notes: UNF:6:oJIFwna8oBoiyeYbA715AQ==

v2020

f10676531 Location:

Variable Format: character

Notes: UNF:6:IBUieK3PgBas20waaz9q6A==

v2020_3_TEXT

f10676531 Location:

Variable Format: character

Notes: UNF:6:mnoqmyKdjL06CTLkoYofrA==

birthyr_e

f10676531 Location:

Variable Format: character

Notes: UNF:6:5kVxQEjs090aGjJTvkx9VQ==

latino

f10676531 Location:

Variable Format: character

Notes: UNF:6:unE5YhO1dJhv9L2ixwt72A==

race_1

f10676531 Location:

Variable Format: character

Notes: UNF:6:RBRSQ4+dYp83EBPY4a2qww==

race_2

f10676531 Location:

Variable Format: character

Notes: UNF:6:uueamwwSBMUXTYUGQ5QXNA==

race_3

f10676531 Location:

Variable Format: character

Notes: UNF:6:gEw+yLrKflF1bLy8J1fo9A==

race_4

f10676531 Location:

Variable Format: character

Notes: UNF:6:Di5IYLuYiYBcRFOBmCPUkg==

race_5

f10676531 Location:

Variable Format: character

Notes: UNF:6:zo1CRdYcKJCvrLF+LdBdcw==

race_6

f10676531 Location:

Variable Format: character

Notes: UNF:6:Kx8smwUobTMzyuT2j75Pyw==

race_7

f10676531 Location:

Variable Format: character

Notes: UNF:6:cKxk7H88BouCv1G6/C7X7g==

aid

f10676531 Location:

Variable Format: character

Notes: UNF:6:l2TfCNGajfxNq46jZ/581w==

p1_2

f10676531 Location:

Variable Format: character

Notes: UNF:6:fbAdN9Ckwu3AgzvvMU/QhQ==

q1_2

f10676531 Location:

Variable Format: character

Notes: UNF:6:NXP9hVVXss3ciL4N/pPn3g==

p2_2

f10676531 Location:

Variable Format: character

Notes: UNF:6:AtfJlKJH+dJnahn95xB5gQ==

q2_2

f10676531 Location:

Variable Format: character

Notes: UNF:6:UnM5+uAb/CVvfGdQ6Z6iqQ==

p3_2

f10676531 Location:

Variable Format: character

Notes: UNF:6:/F/5rYFRf6LOPE4P5iLVQg==

q3_2

f10676531 Location:

Variable Format: character

Notes: UNF:6:2zC2ql6/6Xik0YdrKzgWGQ==

p4_2

f10676531 Location:

Variable Format: character

Notes: UNF:6:T2XpYLO7d3wpBx+NDw5bjA==

q4_2

f10676531 Location:

Variable Format: character

Notes: UNF:6:5SQg43vuzd18ElzINUAaRQ==

p5_2

f10676531 Location:

Variable Format: character

Notes: UNF:6:erNW+QUtwAVZJmFNzbMB3Q==

q5_2

f10676531 Location:

Variable Format: character

Notes: UNF:6:pWHLF7iAEUqY7BuQjWrpZw==

p6_2

f10676531 Location:

Variable Format: character

Notes: UNF:6:OexWHBZBpVGcX/xOFztA7w==

q6_2

f10676531 Location:

Variable Format: character

Notes: UNF:6:TYyt6exN8sDJArLsqBFarQ==

p7_2

f10676531 Location:

Variable Format: character

Notes: UNF:6:EmaeycobFNJlGiWgEsuKWw==

q7_2

f10676531 Location:

Variable Format: character

Notes: UNF:6:ZkNZFDf78m8H80INRGDB0g==

p8_2

f10676531 Location:

Variable Format: character

Notes: UNF:6:+u3yhQ2lNRS1mgLiBHzFaA==

q8_2

f10676531 Location:

Variable Format: character

Notes: UNF:6:/8rP1fUd5yTtey/IBl38iQ==

personal_issue

f10676531 Location:

Variable Format: character

Notes: UNF:6:4hERph7EMcMhnTY0jG6R8A==

f10676530 Location:

Summary Statistics: StDev 161.51367331178704; Mean 296.0; Min. 17.0; Valid 559.0; Max. 575.0;

Variable Format: numeric

Notes: UNF:6:mghXRDHZ+ccvOUpasy864w==

user_id

f10676530 Location:

Variable Format: character

Notes: UNF:6:viXWx+D6yvPss+5IVrYWHw==

question

f10676530 Location:

Variable Format: character

Notes: UNF:6:Oh+uzsJDvlkCesShwAnIFA==

rating

f10676530 Location:

Summary Statistics: Valid 559.0; Mean 3.5688729874776386; Min. 1.0; StDev 1.2608655998558476; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:3qC41PL2JwtmdU4OPEYCSQ==

probability

f10676530 Location:

Summary Statistics: StDev 0.3078018227489704; Min. 0.009578544; Valid 559.0; Max. 1.0; Mean 0.2086583127745975;

Variable Format: numeric

Notes: UNF:6:mRVpjf+k4cceu5zRYYKwWA==

StartDate

f10676527 Location:

Variable Format: character

Notes: UNF:6:esr9CjdkS4O+LtBvNXiHYQ==

EndDate

f10676527 Location:

Variable Format: character

Notes: UNF:6:VGiYx4dUanHhWsniBSzkGw==

Status

f10676527 Location:

Variable Format: character

Notes: UNF:6:tEmyEgVB1GLgocGI+Ys/IQ==

IPAddress

f10676527 Location:

Variable Format: character

Notes: UNF:6:gJC/Luf2xUCBxYQ3VLBAlw==

Progress

f10676527 Location:

Variable Format: character

Notes: UNF:6:x+Hj65qmkNy7NYRGxEDJkA==

Duration (in seconds)

f10676527 Location:

Variable Format: character

Notes: UNF:6:AeSPNUc7EAdUoXP042IHgg==

Finished

f10676527 Location:

Variable Format: character

Notes: UNF:6:G2D/bO1F6bB/wmhkZLZr+w==

RecordedDate

f10676527 Location:

Variable Format: character

Notes: UNF:6:1GYMcx7pCXGMtC2D8CIjQw==

ResponseId

f10676527 Location:

Variable Format: character

Notes: UNF:6:Pod9+IyYcUf7Bf+JUYspDw==

RecipientLastName

f10676527 Location:

Variable Format: character

Notes: UNF:6:w8JMxFKGxjFGlIRVEUvc6w==

RecipientFirstName

f10676527 Location:

Variable Format: character

Notes: UNF:6:7uPVPK+syOatzR5AYgYQxA==

RecipientEmail

f10676527 Location:

Variable Format: character

Notes: UNF:6:He5XncMQoAQ62bu+NPNiog==

ExternalReference

f10676527 Location:

Variable Format: character

Notes: UNF:6:GT39L/+bQASPaN/WjSwtAg==

LocationLatitude

f10676527 Location:

Variable Format: character

Notes: UNF:6:W05p4SEr25tVgCRsP+iRdQ==

LocationLongitude

f10676527 Location:

Variable Format: character

Notes: UNF:6:CtvTwcj2LIA+VsSjPWgedw==

DistributionChannel

f10676527 Location:

Variable Format: character

Notes: UNF:6:qR/vRwcgsAuYvETyVCjwjg==

UserLanguage

f10676527 Location:

Variable Format: character

Notes: UNF:6:C9uJPw1JhzQ/Xo+fTHbYcQ==

introduction

f10676527 Location:

Variable Format: character

Notes: UNF:6:nnZNXleG6BSBlpme2P5Vvw==

bilingual

f10676527 Location:

Variable Format: character

Notes: UNF:6:kYJQY+qP2Wn56YC32ebw3g==

mvc_check

f10676527 Location:

Variable Format: character

Notes: UNF:6:p4DSOWvKhpq0jxPm8vzeZA==

news_trust_1

f10676527 Location:

Variable Format: character

Notes: UNF:6:PWSbrPXCBgOsqlKPfeZvMQ==

news_trust_2

f10676527 Location:

Variable Format: character

Notes: UNF:6:hDL6E+HlgXbekwtKlv276g==

news_trust_3

f10676527 Location:

Variable Format: character

Notes: UNF:6:h1Z2UpixDKtGGSBjoESk/g==

news_trust_4

f10676527 Location:

Variable Format: character

Notes: UNF:6:843l/VRTNeUuZJv9SbAdBw==

news_trust_5

f10676527 Location:

Variable Format: character

Notes: UNF:6:nPZMjjKrFM2u0kaPgSBl9w==

news_trust_6

f10676527 Location:

Variable Format: character

Notes: UNF:6:NDvo6snoRIFQThyh/dQW9Q==

timer1_First Click

f10676527 Location:

Variable Format: character

Notes: UNF:6:ylzk1wvc+MW/BpjjfjKSLQ==

timer1_Last Click

f10676527 Location:

Variable Format: character

Notes: UNF:6:y+0EFCjD7h1Q6oK0MIhFWA==

timer1_Page Submit

f10676527 Location:

Variable Format: character

Notes: UNF:6:/1/oT2o5aa9SObp6wUTDxg==

timer1_Click Count

f10676527 Location:

Variable Format: character

Notes: UNF:6:VQy/brdWvpZcANqEEIQKfA==

neg_dem

f10676527 Location:

Variable Format: character

Notes: UNF:6:+4+TZchUjNiOe2avD99ZjA==

neg_rep

f10676527 Location:

Variable Format: character

Notes: UNF:6:q+EWUoXsp1o9TPE1r7+wew==

adaptive_block2_1

f10676527 Location:

Variable Format: character

Notes: UNF:6:5+fyp24FIh10f1eKQu7fKQ==

adaptive_block2_2

f10676527 Location:

Variable Format: character

Notes: UNF:6:A6DijGFp3fdRWexZr3ldkw==

adaptive_block2_3

f10676527 Location:

Variable Format: character

Notes: UNF:6:73JrZNBjn8fzN1hOhCiZJg==

adaptive_block2_4

f10676527 Location:

Variable Format: character

Notes: UNF:6:kduP+9acDk5rfJ5veCiXgA==

adaptive_block2_5

f10676527 Location:

Variable Format: character

Notes: UNF:6:heDct42hKBftpffmOP+MRg==

adaptive_block2_6

f10676527 Location:

Variable Format: character

Notes: UNF:6:mBBGx1n79np8o9f0JrfiWw==

adaptive_block2_7

f10676527 Location:

Variable Format: character

Notes: UNF:6:b0djbSQ3is2KoqvpBym7aQ==

adaptive_block2_8

f10676527 Location:

Variable Format: character

Notes: UNF:6:DbC29eu185mXc6PR6Mkm3Q==

adaptive_block2_9

f10676527 Location:

Variable Format: character

Notes: UNF:6:MWYiu0Y7nar1tTGfcsj/IQ==

adaptive_block2_10

f10676527 Location:

Variable Format: character

Notes: UNF:6:3my9RAemJM54vbuqTeLYQA==

adaptive_block2_11

f10676527 Location:

Variable Format: character

Notes: UNF:6:58suc0UE4l9e/cpeMlHdog==

adaptive_block2_12

f10676527 Location:

Variable Format: character

Notes: UNF:6:TFfVBq0BDGVSVxcgZE7Akw==

adaptive_block2_13

f10676527 Location:

Variable Format: character

Notes: UNF:6:rcsjB7Gu1jKdDHJE0W7PPA==

adaptive_block2_14

f10676527 Location:

Variable Format: character

Notes: UNF:6:y1+neu9NnU/dgebUpd3aAw==

adaptive_block2_15

f10676527 Location:

Variable Format: character

Notes: UNF:6:oUBlt6ExYm7rCJLvrmgYog==

adaptive_block2_16

f10676527 Location:

Variable Format: character

Notes: UNF:6:CLGSl3xsktN1ykXYqaRkMA==

adaptive_block2_17

f10676527 Location:

Variable Format: character

Notes: UNF:6:LXmrrnLsSvXrH8szi+jaFA==

adaptive_block2_18

f10676527 Location:

Variable Format: character

Notes: UNF:6:wEIdQ2XROIDs3CeLJsk+Cw==

pre_beliefs_1

f10676527 Location:

Variable Format: character

Notes: UNF:6:AqyfEfbx3UUTfC20OgwoIg==

pre_beliefs_2

f10676527 Location:

Variable Format: character

Notes: UNF:6:ub0ITl3+Xy51o791ZxX4vg==

pre_beliefs_3

f10676527 Location:

Variable Format: character

Notes: UNF:6:rdv3ON9MOQpyFC5bYSpqKg==

pre_beliefs_4

f10676527 Location:

Variable Format: character

Notes: UNF:6:4aTdAQT+RKtQVTlr8Ae1sg==

pre_beliefs_5

f10676527 Location:

Variable Format: character

Notes: UNF:6:nap4AP8evv3sOaHJuDZHbQ==

pre_beliefs_6

f10676527 Location:

Variable Format: character

Notes: UNF:6:e6IZYaqK/znrpT1gCk9fqA==

pre_beliefs_7

f10676527 Location:

Variable Format: character

Notes: UNF:6:xp39ZMDA2VbK6n1oM4jhGA==

pre_beliefs_8

f10676527 Location:

Variable Format: character

Notes: UNF:6:nGFEzAQCpe5N9IPflM1f/A==

pre_beliefs_9

f10676527 Location:

Variable Format: character

Notes: UNF:6:NZNR2Yus778SFIMZsDhcNQ==

pre_beliefs_10

f10676527 Location:

Variable Format: character

Notes: UNF:6:QWX2SBRdSNpkUdEek8qmoA==

pre_beliefs_11

f10676527 Location:

Variable Format: character

Notes: UNF:6:djoWVa/lB2uFcXl+K+V9yQ==

pre_beliefs_12

f10676527 Location:

Variable Format: character

Notes: UNF:6:1RamYaRmW4O4dwei77khSA==

connect

f10676527 Location:

Variable Format: character

Notes: UNF:6:Eb/hCpMyrKBIhQyBNAaO8g==

groups

f10676527 Location:

Variable Format: character

Notes: UNF:6:IZngdDloVlkeyDEMU4Y7WQ==

ancestry_1

f10676527 Location:

Variable Format: character

Notes: UNF:6:sxu9A85YvZtQUGDxr1zGmA==

ancestry_2

f10676527 Location:

Variable Format: character

Notes: UNF:6:IpQhwHEoGo5xDEZNKqClrQ==

ancestry_3

f10676527 Location:

Variable Format: character

Notes: UNF:6:DKsgN/BZrrq8xNPnXskdyQ==

ancestry_4

f10676527 Location:

Variable Format: character

Notes: UNF:6:GGlbJSirJiNJEROJkpbZuA==

ancestry_5

f10676527 Location:

Variable Format: character

Notes: UNF:6:cDj78SOF21Wq5IrmfYh2cw==

ancestry_6

f10676527 Location:

Variable Format: character

Notes: UNF:6:wkwvRCwMjHzy/hG3q+gejw==

ancestry_7

f10676527 Location:

Variable Format: character

Notes: UNF:6:/6gxXkmbEOiBQ9Lm2xKY6g==

ancestry_8

f10676527 Location:

Variable Format: character

Notes: UNF:6:oA8TaQnEQTMLRrd2rjjbqg==

ancestry_9

f10676527 Location:

Variable Format: character

Notes: UNF:6:Hu1ySo6GWVkKXDSjePMs+w==

ancestry_10

f10676527 Location:

Variable Format: character

Notes: UNF:6:qNYGw1K9jmal/F0VuGNL2Q==

ancestry_11

f10676527 Location:

Variable Format: character

Notes: UNF:6:B5nTswctT8YNq9o9mxehdQ==

ancestry_12

f10676527 Location:

Variable Format: character

Notes: UNF:6:KmdFIgdmDITuaDCmIvpSVw==

ancestry_13

f10676527 Location:

Variable Format: character

Notes: UNF:6:JySMi2WCHlUEvCqq3AjYRQ==

ancestry_14

f10676527 Location:

Variable Format: character

Notes: UNF:6:RHlziieFQKIn+2cwvftEow==

ancestry_15

f10676527 Location:

Variable Format: character

Notes: UNF:6:Ph6vesOBo80LJuA1U/MZpQ==

ancestry_16

f10676527 Location:

Variable Format: character

Notes: UNF:6:xl25F4C0r+/1frA3nBBRiA==

ancestry_17

f10676527 Location:

Variable Format: character

Notes: UNF:6:aDRK6lJGibtdLYxYWmr87Q==

ancestry_18

f10676527 Location:

Variable Format: character

Notes: UNF:6:seZ4E0uRtufnIz76Ogv4iw==

ancestry_19

f10676527 Location:

Variable Format: character

Notes: UNF:6:przPQjmzDde55MAIskWz5A==

ancestry_20

f10676527 Location:

Variable Format: character

Notes: UNF:6:oP1xxPAW1UOqlQCLkQn99A==

ancestry_21

f10676527 Location:

Variable Format: character

Notes: UNF:6:Fhu27534TMJt1KCgadLqVg==

ancestry_0

f10676527 Location:

Variable Format: character

Notes: UNF:6:nrg2ZV03FppMzczUtha3iw==

birthplace

f10676527 Location:

Variable Format: character

Notes: UNF:6:QUj8/IauYoezJD4RjpY/jw==

birthplace_3_TEXT

f10676527 Location:

Variable Format: character

Notes: UNF:6:mdBgEt3PBw+eejsr+QDF1A==

pid3

f10676527 Location:

Variable Format: character

Notes: UNF:6:4JnyccrqigqTuULlDj17NA==

pid3_3_TEXT

f10676527 Location:

Variable Format: character

Notes: UNF:6:2NxjSXxUVAanIg5mPbqvOg==

strong

f10676527 Location:

Variable Format: character

Notes: UNF:6:cJzbswOp5VhuN8P+6VtUJw==

pid_lean

f10676527 Location:

Variable Format: character

Notes: UNF:6:xSJxeCyrkCdOQ7e4uSf4lA==

ideology

f10676527 Location:

Variable Format: character

Notes: UNF:6:+syvV/ri9JWgohhS/bhf1g==

gender

f10676527 Location:

Variable Format: character

Notes: UNF:6:baMwwG6rN87UG2lEtoT2gA==

gender_3_TEXT

f10676527 Location:

Variable Format: character

Notes: UNF:6:lqgGJO2/2WmF4Ii4Fm4yOw==

income

f10676527 Location:

Variable Format: character

Notes: UNF:6:4iw9H9A5LHP8vYeeChFjFQ==

education

f10676527 Location:

Variable Format: character

Notes: UNF:6:vzletRyZgWdRBhVvqbeDiA==

v2016

f10676527 Location:

Variable Format: character

Notes: UNF:6:XsgfjqgbYEvZraZLz1w3+A==

v2016_3_TEXT

f10676527 Location:

Variable Format: character

Notes: UNF:6:QJ81kJJKQQFv6hM8wi+6Xw==

v2020

f10676527 Location:

Variable Format: character

Notes: UNF:6:fGbHNYJbM9HlRwKziGkKpg==

v2020_3_TEXT

f10676527 Location:

Variable Format: character

Notes: UNF:6:IggviQUY2/t9bQc7BGpzNg==

birthyr_e

f10676527 Location:

Variable Format: character

Notes: UNF:6:Xc0gbU5//gTOOJHjCH2N2Q==

f10676527 Location:

Variable Format: character

Notes: UNF:6:0VppF6N3UA52eAaWFHBzIw==

f10676527 Location:

Variable Format: character

Notes: UNF:6:I/FAKOi1IS34uOCQJlGgpA==

f10676527 Location:

Variable Format: character

Notes: UNF:6:a4ESSulBMgJ+yq11jfAedw==

f10676527 Location:

Variable Format: character

Notes: UNF:6:vgue2KelUe0rtVwCm4P1KQ==

f10676527 Location:

Variable Format: character

Notes: UNF:6:h9EkKk8yRMOjTcMISa9yeg==

f10676527 Location:

Variable Format: character

Notes: UNF:6:C9EvR3kfOGZOWPWXgkRyoQ==

f10676527 Location:

Variable Format: character

Notes: UNF:6:GxsJeTkFnD9h4GnKKpI16Q==

f10676527 Location:

Variable Format: character

Notes: UNF:6:QWkHVS/hjlnihq08C/+iDg==

dem_misinfo

f10676527 Location:

Variable Format: character

Notes: UNF:6:QkvoH1+GWKxvqaTUYY69eQ==

rep_misinfo

f10676527 Location:

Variable Format: character

Notes: UNF:6:4lTATRPZPL10FuHwscrCTA==

threshold

f10676537 Location:

Summary Statistics: Min. 0.65; Mean 0.82375; Valid 8.0; StDev 0.12046783803156758; Max. 0.99

Variable Format: numeric

Notes: UNF:6:Xt1g/9LqpXpI4eaLUKFR1w==

unique_neg_rep_claims

f10676537 Location:

Variable Format: character

Notes: UNF:6:H46lOrBeqdNlKf7pRqRHsA==

unique_neg_dem_claims

f10676537 Location:

Variable Format: character

Notes: UNF:6:ilbt1oyljUoYnp/maoPzoQ==

threshold

f10676538 Location:

Summary Statistics: Min. 0.65; Valid 8.0; Max. 0.99; StDev 0.12046783803156758; Mean 0.82375

Variable Format: numeric

Notes: UNF:6:Xt1g/9LqpXpI4eaLUKFR1w==

unique_personal_issues

f10676538 Location:

Variable Format: character

Notes: UNF:6:1APY3GQjmgRQz4pHD/of/g==

issue

f10676542 Location:

Variable Format: character

Notes: UNF:6:LunrIYNyfjI4pvA0l24D1Q==

personal_issue

f10676542 Location:

Variable Format: character

Notes: UNF:6:Rgt+5Vn/YjSgbXZa6QKPNA==

rep_misinfo

f10676541 Location:

Variable Format: character

Notes: UNF:6:CgPvWpkTz2pugxxZmZF6AA==

dem_misinfo

f10676541 Location:

Variable Format: character

Notes: UNF:6:jiGqNZoJHDnvzHkoeJWN/A==

neg_rep

f10676541 Location:

Variable Format: character

Notes: UNF:6:ZzTsX0wAfL93Cib2Xgm81g==

neg_dem

f10676541 Location:

Variable Format: character

Notes: UNF:6:PCRBpzf0fRJ0YvQQQ2E1MQ==

issue

f10676536 Location:

Variable Format: character

Notes: UNF:6:Yy/xPCjbNrt7ffvFOfJjuA==

personal_issue

f10676536 Location:

Variable Format: character

Notes: UNF:6:nmljuX5FfW167OwqyN2G0A==

extracted_issue

f10676536 Location:

Variable Format: character

Notes: UNF:6:D1bczvcQi8BeQL1mrck/bA==

Codes

f10676536 Location:

Summary Statistics: Max. 3.0; Mean 1.6295843520782394; StDev 0.503067771981561; Min. 1.0; Valid 818.0;

Variable Format: numeric

Notes: UNF:6:kTLdhGYA7pDuQ0LZtKdKJQ==

Comparison

f10676536 Location:

Variable Format: character

Notes: UNF:6:m3F1vfgAQ+xSiBpKYFIPiA==

rep_misinfo

f10676534 Location:

Variable Format: character

Notes: UNF:6:CgPvWpkTz2pugxxZmZF6AA==

dem_misinfo

f10676534 Location:

Variable Format: character

Notes: UNF:6:jiGqNZoJHDnvzHkoeJWN/A==

neg_rep

f10676534 Location:

Variable Format: character

Notes: UNF:6:ZzTsX0wAfL93Cib2Xgm81g==

neg_dem

f10676534 Location:

Variable Format: character

Notes: UNF:6:PCRBpzf0fRJ0YvQQQ2E1MQ==

final_output_rep

f10676534 Location:

Variable Format: character

Notes: UNF:6:JHAR4Lek9u/JSnH7F6n8dw==

final_output_dem

f10676534 Location:

Variable Format: character

Notes: UNF:6:zMFJAVwmjRo8RyZfZWYZTQ==

Rep_Comparison

f10676534 Location:

Summary Statistics: StDev 0.7514887281439231; Valid 279.0; Mean 1.4480286738351253; Min. 1.0; Max. 3.0

Variable Format: numeric

Notes: UNF:6:1KmJgM32Gjzk+hFK85XUiQ==

Dem_Comparison

f10676534 Location:

Summary Statistics: Valid 279.0; Max. 3.0; Mean 1.3942652329749103; StDev 0.7409667619725283; Min. 1.0

Variable Format: numeric

Notes: UNF:6:zYt3wdXnDiYqODXy1ZhOcg==

issue

f10676533 Location:

Variable Format: character

Notes: UNF:6:fBUB8dDdTasiSxbY6Pgesg==

personal_issue

f10676533 Location:

Variable Format: character

Notes: UNF:6:Rgt+5Vn/YjSgbXZa6QKPNA==

processed_issue

f10676533 Location:

Variable Format: character

Notes: UNF:6:jqKO5YHzWpkCDh1eE99y4Q==

coding

f10676533 Location:

Variable Format: character

Notes: UNF:6:I20HKBTM5WOxsSnw04F8wQ==

better

f10676533 Location:

Variable Format: character

Notes: UNF:6:5zxWeDbRGlVxOJ8hRY286A==

note

f10676533 Location:

Variable Format: character

Notes: UNF:6:GbXIR/ijXyJiXo6Ld/G3LA==

neg_rep

f10676535 Location:

Variable Format: character

Notes: UNF:6:y+AEvl2qJlBA7EoMuOlx/Q==

rep_misinfo

f10676535 Location:

Variable Format: character

Notes: UNF:6:bLcmtbnr5uSOkRz/zMXi6g==

final_output_rep

f10676535 Location:

Variable Format: character

Notes: UNF:6:tsyozTPXzmqRhWeALfuctQ==

coding

f10676535 Location:

Variable Format: character

Notes: UNF:6:aRy+9j98RiPU+MjbXcDbog==

better

f10676535 Location:

Variable Format: character

Notes: UNF:6:pAdbPfbc7il4/4F8KfMtwA==

notes

f10676535 Location:

Variable Format: character

Notes: UNF:6:UdkSLXWqljg9ldgwccGEkQ==

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