Replication Data for: Civilian Behavior on Social Media During Civil War (doi:10.7910/DVN/26P4MC)

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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

Replication Data for: Civilian Behavior on Social Media During Civil War

doi:10.7910/DVN/26P4MC

Harvard Dataverse

2024-07-24

1

Gohdes, Anita; Steinert-Threlkeld, Zachary, 2024, "Replication Data for: Civilian Behavior on Social Media During Civil War", https://doi.org/10.7910/DVN/26P4MC, Harvard Dataverse, V1, UNF:6:7gkuY6ey3DXtE27Xw3vcFA== [fileUNF]

Replication Data for: Civilian Behavior on Social Media During Civil War

doi:10.7910/DVN/26P4MC

Gohdes, Anita (Hertie School of Governance)

Steinert-Threlkeld, Zachary (University of California, Los Angeles)

Zachary Steinert-Threlkeld

Harvard Dataverse

Zachary Steinert-Threlkeld

STEINERT-THRELKELD, ZACHARY

2024-03-26

https://doi.org/10.7910/DVN/26P4MC

Social Sciences, Syria, social media, Twitter, signalling, strategic behavior, civil war, surveillance

comparative politics, conflict processes, Middle East

Recent research emphasizes social media’s potential for citizens to express shared grievances. In active conflict, however, social media posts indicating political loyalties can pose severe risks to civilians. We develop a theory that explains how civilians modify their online behavior as part of efforts to improve their security during conflict. After major changes in territorial control, civilians should be more likely to post positive content, and more content that supports the winning side. We study social media behavior during and after the siege of Aleppo in November 2016. We match Aleppo-based Twitter users with users from other parts of Syria and use large language models to analyze changes in online behavior after the regime’s retaking of the city. Results show that users in Aleppo post more positive and pro-Assad content, but only when self-disclosing their location. The findings have important implications for our understanding of digital communication in civil conflict.

This dataset underwent an independent verification process, complying with the AJPS Verification Policy updated June 2023, which replicated the tables and figures in the primary article. For the supplementary materials, verification was performed solely for the successful execution of the code. The verification process was carried out by the Cornell Center for Social Sciences at Cornell University. <br></br> The associated article has been awarded the Open Materials Badge. Learn more about the Open Practice Badges from the <a href="https://www.cos.io/">Center for Open Science</a>. <br></br> <img src="https://socialsciences.cornell.edu/sites/default/files/2024-04/materials_large_color.png" alt="Open Materials Badge " width="60" height="60"> <br></br> Open Materials Badge

Author-created datasets. See the readme.txt file for the complete list of datasets and associated codebooks for contents.

The <i>American Journal of Political Science</i> and the Cornell Center for Social Sciences are not responsible for the accuracy or quality of data uploaded within the <i>AJPS</i> Dataverse, for the use of those data, or for interpretations or conclusions based on their use.

• Number of cases: 228

• No. of variables per record: 4

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

UNF:6:4WLLzSgR0grzKVbhwYHkVQ==

• Number of cases: 279424

• No. of variables per record: 34

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

UNF:6:3HX7osElZXT9dIilvii+Nw==

• Number of cases: 5928

• No. of variables per record: 114

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

UNF:6:kxwjtrM+/8QGV9jrKHEFlQ==

• Number of cases: 4000

• No. of variables per record: 4

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

UNF:6:sGp8z/DoWWX64vPlX+WsfA==

• Number of cases: 4000

• No. of variables per record: 4

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

UNF:6:5n6bMj9Mi/WRUdazb7ca3A==

• Number of cases: 454

• No. of variables per record: 11

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

UNF:6:TgYpNSugNgCphWTlI7HFhw==

• accountBehavior - accountBehavior
• user.id - user.id
• accountType_pre - accountType_pre
• accountType_post - accountType_post
• id - id
• created_at - created_at
• user.id - user.id
• Aleppo - Aleppo
• time - time
• aleppo_account - aleppo_account
• matched_account - matched_account
• damascus_matched_account - damascus_matched_account
• hama_placebo_account - hama_placebo_account
• aleppo_notWar - aleppo_notWar
• aleppo_war - aleppo_war
• Assad_anti - Assad_anti
• Assad_pro - Assad_pro
• humanitarian_group - humanitarian_group
• war_foreignNotRussia - war_foreignNotRussia
• war_foreignRussia - war_foreignRussia
• war_syriaNotAleppo - war_syriaNotAleppo
• entertainment - entertainment
• foreign_news - foreign_news
• joke - joke
• poetry - poetry
• religion - religion
• sentiment_cameltools - sentiment_cameltools
• sample - sample
• sentiment_cameltools.positive - sentiment_cameltools.positive
• sentiment_cameltools.negative - sentiment_cameltools.negative
• sentiment_cameltools.neutral - sentiment_cameltools.neutral
• ProAssad_nongov - ProAssad_nongov
• AntiAssad_nongov - AntiAssad_nongov
• Bot - Bot
• Activist - Activist
• Journalist - Journalist
• Other - Other
• exists_oct23 - exists_oct23
• created_at - created_at
• text_cleaned - text_cleaned
• aleppo_notWar - aleppo_notWar
• aleppo_war - aleppo_war
• Assad_anti - Assad_anti
• Assad_pro - Assad_pro
• humanitarian_group - humanitarian_group
• war_foreignNotRussia - war_foreignNotRussia
• war_foreignRussia - war_foreignRussia
• war_syriaNotAleppo - war_syriaNotAleppo
• entertainment - entertainment
• foreign_news - foreign_news
• joke - joke
• poetry - poetry
• religion - religion
• other - other
• aleppo_notWar_arbert_prediction - aleppo_notWar_arbert_prediction
• aleppo_war_arbert_prediction - aleppo_war_arbert_prediction
• Assad_anti_arbert_prediction - Assad_anti_arbert_prediction
• Assad_pro_arbert_prediction - Assad_pro_arbert_prediction
• humanitarian_group_arbert_prediction - humanitarian_group_arbert_prediction
• war_foreignNotRussia_arbert_prediction - war_foreignNotRussia_arbert_prediction
• war_foreignRussia_arbert_prediction - war_foreignRussia_arbert_prediction
• war_syriaNotAleppo_arbert_prediction - war_syriaNotAleppo_arbert_prediction
• entertainment_arbert_prediction - entertainment_arbert_prediction
• foreign_news_arbert_prediction - foreign_news_arbert_prediction
• joke_arbert_prediction - joke_arbert_prediction
• poetry_arbert_prediction - poetry_arbert_prediction
• religion_arbert_prediction - religion_arbert_prediction
• other_arbert_prediction - other_arbert_prediction
• aleppo_notWar_marbert_prediction - aleppo_notWar_marbert_prediction
• aleppo_war_marbert_prediction - aleppo_war_marbert_prediction
• Assad_anti_marbert_prediction - Assad_anti_marbert_prediction
• Assad_pro_marbert_prediction - Assad_pro_marbert_prediction
• humanitarian_group_marbert_prediction - humanitarian_group_marbert_prediction
• war_foreignNotRussia_marbert_prediction - war_foreignNotRussia_marbert_prediction
• war_foreignRussia_marbert_prediction - war_foreignRussia_marbert_prediction
• war_syriaNotAleppo_marbert_prediction - war_syriaNotAleppo_marbert_prediction
• entertainment_marbert_prediction - entertainment_marbert_prediction
• foreign_news_marbert_prediction - foreign_news_marbert_prediction
• joke_marbert_prediction - joke_marbert_prediction
• poetry_marbert_prediction - poetry_marbert_prediction
• religion_marbert_prediction - religion_marbert_prediction
• other_marbert_prediction - other_marbert_prediction
• aleppo_notWar_arabert_prediction - aleppo_notWar_arabert_prediction
• aleppo_war_arabert_prediction - aleppo_war_arabert_prediction
• Assad_anti_arabert_prediction - Assad_anti_arabert_prediction
• Assad_pro_arabert_prediction - Assad_pro_arabert_prediction
• humanitarian_group_arabert_prediction - humanitarian_group_arabert_prediction
• war_foreignNotRussia_arabert_prediction - war_foreignNotRussia_arabert_prediction
• war_foreignRussia_arabert_prediction - war_foreignRussia_arabert_prediction
• war_syriaNotAleppo_arabert_prediction - war_syriaNotAleppo_arabert_prediction
• entertainment_arabert_prediction - entertainment_arabert_prediction
• foreign_news_arabert_prediction - foreign_news_arabert_prediction
• joke_arabert_prediction - joke_arabert_prediction
• poetry_arabert_prediction - poetry_arabert_prediction
• religion_arabert_prediction - religion_arabert_prediction
• other_arabert_prediction - other_arabert_prediction
• aleppo_notWar_SVM_prediction - aleppo_notWar_SVM_prediction
• aleppo_war_SVM_prediction - aleppo_war_SVM_prediction
• Assad_anti_SVM_prediction - Assad_anti_SVM_prediction
• Assad_pro_SVM_prediction - Assad_pro_SVM_prediction
• humanitarian_group_SVM_prediction - humanitarian_group_SVM_prediction
• war_foreignNotRussia_SVM_prediction - war_foreignNotRussia_SVM_prediction
• war_foreignRussia_SVM_prediction - war_foreignRussia_SVM_prediction
• war_syriaNotAleppo_SVM_prediction - war_syriaNotAleppo_SVM_prediction
• entertainment_SVM_prediction - entertainment_SVM_prediction
• foreign_news_SVM_prediction - foreign_news_SVM_prediction
• joke_SVM_prediction - joke_SVM_prediction
• poetry_SVM_prediction - poetry_SVM_prediction
• religion_SVM_prediction - religion_SVM_prediction
• other_SVM_prediction - other_SVM_prediction
• aleppo_notWar_randomforest_prediction - aleppo_notWar_randomforest_prediction
• aleppo_war_randomforest_prediction - aleppo_war_randomforest_prediction
• Assad_anti_randomforest_prediction - Assad_anti_randomforest_prediction
• Assad_pro_randomforest_prediction - Assad_pro_randomforest_prediction
• humanitarian_group_randomforest_prediction - humanitarian_group_randomforest_prediction
• war_foreignNotRussia_randomforest_prediction - war_foreignNotRussia_randomforest_prediction
• war_foreignRussia_randomforest_prediction - war_foreignRussia_randomforest_prediction
• war_syriaNotAleppo_randomforest_prediction - war_syriaNotAleppo_randomforest_prediction
• entertainment_randomforest_prediction - entertainment_randomforest_prediction
• foreign_news_randomforest_prediction - foreign_news_randomforest_prediction
• joke_randomforest_prediction - joke_randomforest_prediction
• poetry_randomforest_prediction - poetry_randomforest_prediction
• religion_randomforest_prediction - religion_randomforest_prediction
• other_randomforest_prediction - other_randomforest_prediction
• aleppo_notWar_logisticregression_prediction - aleppo_notWar_logisticregression_prediction
• aleppo_war_logisticregression_prediction - aleppo_war_logisticregression_prediction
• Assad_anti_logisticregression_prediction - Assad_anti_logisticregression_prediction
• Assad_pro_logisticregression_prediction - Assad_pro_logisticregression_prediction
• humanitarian_group_logisticregression_prediction - humanitarian_group_logisticregression_prediction
• war_foreignNotRussia_logisticregression_prediction - war_foreignNotRussia_logisticregression_prediction
• war_foreignRussia_logisticregression_prediction - war_foreignRussia_logisticregression_prediction
• war_syriaNotAleppo_logisticregression_prediction - war_syriaNotAleppo_logisticregression_prediction
• entertainment_logisticregression_prediction - entertainment_logisticregression_prediction
• foreign_news_logisticregression_prediction - foreign_news_logisticregression_prediction
• joke_logisticregression_prediction - joke_logisticregression_prediction
• poetry_logisticregression_prediction - poetry_logisticregression_prediction
• religion_logisticregression_prediction - religion_logisticregression_prediction
• other_logisticregression_prediction - other_logisticregression_prediction
• aleppo_notWar_naivebayes_prediction - aleppo_notWar_naivebayes_prediction
• aleppo_war_naivebayes_prediction - aleppo_war_naivebayes_prediction
• Assad_anti_naivebayes_prediction - Assad_anti_naivebayes_prediction
• Assad_pro_naivebayes_prediction - Assad_pro_naivebayes_prediction
• humanitarian_group_naivebayes_prediction - humanitarian_group_naivebayes_prediction
• war_foreignNotRussia_naivebayes_prediction - war_foreignNotRussia_naivebayes_prediction
• war_foreignRussia_naivebayes_prediction - war_foreignRussia_naivebayes_prediction
• war_syriaNotAleppo_naivebayes_prediction - war_syriaNotAleppo_naivebayes_prediction
• entertainment_naivebayes_prediction - entertainment_naivebayes_prediction
• foreign_news_naivebayes_prediction - foreign_news_naivebayes_prediction
• joke_naivebayes_prediction - joke_naivebayes_prediction
• poetry_naivebayes_prediction - poetry_naivebayes_prediction
• religion_naivebayes_prediction - religion_naivebayes_prediction
• other_naivebayes_prediction - other_naivebayes_prediction
• t - t
• coef - coef
• model - model
• placeboDate - placeboDate
• t - t
• coef - coef
• model - model
• placeboDate - placeboDate
• created_at - created_at
• id - id
• Aleppo - Aleppo
• text - text
• Assad_anti - Assad_anti
• Assad_pro - Assad_pro
• sentiment_cameltools.positive - sentiment_cameltools.positive
• sentiment_cameltools.negative - sentiment_cameltools.negative
• sample - sample
• topic - topic
• topic_human - topic_human

f10381613 Location:

Variable Format: character

Notes: UNF:6:3t0DgoDK1wY0SLMhWnVVTA==

f10381613 Location:

Summary Statistics: Min. 1.0; Max. 215.0; Valid 179.0; StDev 58.94671979233934; Mean 99.58659217877096

Variable Format: numeric

Notes: UNF:6:81/wfOnmlEhHlI3Hvv9R6A==

f10381613 Location:

Variable Format: character

Notes: UNF:6:oor1cyL8jqAJQnCRsnNoDQ==

f10381613 Location:

Variable Format: character

Notes: UNF:6:7PqMaOiEFj8qEJgib1BPwA==

f10381620 Location:

Summary Statistics: Max. 1.00233879390139162E18; Mean 8.9210741268727898E17; StDev 5.7962779869644296E16; Valid 279424.0; Min. 7.9795402743476621E17

Variable Format: numeric

Notes: UNF:6:Hfo0l3ZQZWaXEYkNvM3dxw==

f10381620 Location:

Variable Format: character

Notes: UNF:6:Z/3S2kTtgDo8sHZtIwDR9w==

f10381620 Location:

Summary Statistics: StDev 44.62020651694805; Mean 67.08829234425671; Valid 279424.0; Min. 1.0; Max. 215.0

Variable Format: numeric

Notes: UNF:6:XDyrY8zTWiEipvJ7m+3fBA==

f10381620 Location:

Summary Statistics: Mean 0.4401681376922716; Max. 1.0; Valid 279057.0; StDev 0.49640812977113885; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:Ta7Z6fdTdyM3x1FguLJrxg==

f10381620 Location:

Summary Statistics: StDev 0.2377228984128313; Mean 0.9398727382043316; Valid 279424.0; Min. 0.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:mvEZvB1ulUMH21b/uuwIsA==

f10381620 Location:

Summary Statistics: Mean 0.43959001374253986; Min. 0.0; StDev 0.4963381057321663; Max. 1.0; Valid 279424.0;

Variable Format: numeric

Notes: UNF:6:Kp4cNewXErEtOuqkdvGgzg==

f10381620 Location:

Summary Statistics: Max. 1.0; Mean 0.5590965700869706; Valid 279424.0; StDev 0.49649620099773595; Min. 0.0

Variable Format: numeric

Notes: UNF:6:B7PBu4PbzLa+qIUGeetYhQ==

f10381620 Location:

Summary Statistics: StDev 0.09494502354741008; Mean 0.009097285845142786; Valid 279424.0; Min. 0.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:EehuwxKTyNOHC1LfNDbaYA==

f10381620 Location:

Summary Statistics: Valid 279424.0; Max. 1.0; StDev 0.017743605079391826; Mean 3.1493357764552645E-4; Min. 0.0

Variable Format: numeric

Notes: UNF:6:79hGHs1buEslMIl2DudRQg==

f10381620 Location:

Summary Statistics: Min. 0.0; Valid 279424.0; StDev 0.03850970807128716; Max. 1.0; Mean 0.001485198121850563

Variable Format: numeric

Notes: UNF:6:tBSGZZc10CtC2r7lMrih6Q==

f10381620 Location:

Summary Statistics: StDev 0.11085422640172274; Max. 1.0; Mean 0.01244345510765354; Valid 279424.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:5m3CJtN+Pk2xNlriJymcbw==

f10381620 Location:

Summary Statistics: Valid 279424.0; Mean 0.02189862001832518; StDev 0.14635281724085147; Min. 0.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:dJKg9RfIFzFJqwSJKlKBYQ==

f10381620 Location:

Summary Statistics: Valid 279424.0; Min. 0.0; StDev 0.0837745692890449; Mean 0.007068111543746872; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:9GFjsAlb+ZWEcxCBZlOUCg==

f10381620 Location:

Summary Statistics: Max. 1.0; StDev 0.012404227799478345; Min. 0.0; Valid 279424.0; Mean 1.5388799816775113E-4

Variable Format: numeric

Notes: UNF:6:ZhB8eF8PEmOqcCYQdOpbRQ==

f10381620 Location:

Summary Statistics: Mean 0.011180142006415; Max. 1.0; Min. 0.0; StDev 0.10514364457905746; Valid 279424.0;

Variable Format: numeric

Notes: UNF:6:/JxjY3N+toTrCEcHIft/KA==

f10381620 Location:

Summary Statistics: Valid 279424.0; Min. 0.0; Max. 1.0; Mean 0.008453103527256377; StDev 0.09155150771152393

Variable Format: numeric

Notes: UNF:6:khHrVZ87VR7LE/k7OooVGQ==

f10381620 Location:

Summary Statistics: Min. 0.0; Max. 1.0; Valid 279424.0; Mean 0.09019626087952393; StDev 0.2864632421138727

Variable Format: numeric

Notes: UNF:6:FWS764tJikk1o2j1jFENDA==

f10381620 Location:

Summary Statistics: StDev 0.18448626388074854; Max. 1.0; Mean 0.03527971827759973; Min. 0.0; Valid 279424.0

Variable Format: numeric

Notes: UNF:6:d8rkycTPboDITfLVrobfQg==

f10381620 Location:

Summary Statistics: Mean 0.03385178080622934; Max. 1.0; Valid 279424.0; StDev 0.18084787748316192; Min. 0.0

Variable Format: numeric

Notes: UNF:6:mcw9+G0W/zKBsWSP4tvZPw==

f10381620 Location:

Summary Statistics: Min. 0.0; Mean 0.014447577874489331; Max. 1.0; Valid 279424.0; StDev 0.11932684662774479

Variable Format: numeric

Notes: UNF:6:WJ4LSY4lBDiWXzQcVSOxaQ==

f10381620 Location:

Summary Statistics: Min. 0.0; Mean 0.02978627462207955; Max. 1.0; StDev 0.16999751730652723; Valid 279424.0;

Variable Format: numeric

Notes: UNF:6:Raoh7jSuppiIUbRrUEjHrA==

f10381620 Location:

Summary Statistics: Valid 279424.0; Max. 1.0; StDev 0.47426586602323945; Min. 0.0; Mean 0.3416564074667759;

Variable Format: numeric

Notes: UNF:6:u4py1bFsA54SpfLYn57zTg==

f10381620 Location:

Variable Format: character

Notes: UNF:6:t/VRscKq/z6lYnZ6dt1i0w==

f10381620 Location:

Variable Format: character

Notes: UNF:6:ERJ9Z6ljPuMGw2r6rSEysw==

f10381620 Location:

Summary Statistics: Valid 279424.0; Mean 0.3993858795235929; StDev 0.4897730670753732; Max. 1.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:72AyjiyHcDlzHLA6aJSeCg==

f10381620 Location:

Summary Statistics: Mean 0.3706195602382054; Min. 0.0; Valid 279424.0; StDev 0.48297156914404; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:NV9yqSE3hpSG1Esqa3eoVw==

f10381620 Location:

Summary Statistics: Mean 0.2299945602382051; StDev 0.42082977116109654; Max. 1.0; Valid 279424.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:E2hHN3b5cgJXfVwvZSVyzw==

f10381620 Location:

Summary Statistics: Valid 279424.0; Min. 0.0; Mean 0.08043331997251227; StDev 0.27196335362024593; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:E+TAs3d2FDgIg4eWDq98GA==

f10381620 Location:

Summary Statistics: Valid 279424.0; Min. 0.0; Mean 0.1116725836005482; Max. 1.0; StDev 0.3149637641001793;

Variable Format: numeric

Notes: UNF:6:f2cQyeTwb/0RuO0Wz8XFhw==

f10381620 Location:

Summary Statistics: StDev 0.1853493644291682; Min. 0.0; Mean 0.03562328218048681; Max. 1.0; Valid 279424.0

Variable Format: numeric

Notes: UNF:6:mNYrKQ/3jAd8waVTkYm/Vg==

f10381620 Location:

Summary Statistics: Min. 0.0; Mean 0.0038615151168123027; Valid 279424.0; StDev 0.06202110595637138; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:qDQx+qnSykyGgG2yTihJ6A==

f10381620 Location:

Summary Statistics: Max. 1.0; Min. 0.0; Valid 279424.0; Mean 0.00806301534585436; StDev 0.08943171558624714

Variable Format: numeric

Notes: UNF:6:UEgLpAO2Gw8/O5PZLoPqAg==

f10381620 Location:

Summary Statistics: Mean 0.7012031894182347; Max. 1.0; StDev 0.45773139108917144; Valid 279424.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:gA7aLDyIlqV5HqSeohfOtA==

f10381620 Location:

Variable Format: character

Notes: UNF:6:m2RxtyrztrHoE19K1bzUnw==

f10381619 Location:

Variable Format: character

Notes: UNF:6:NMjR3KHaRA0k1DwcymWA6A==

f10381619 Location:

Variable Format: character

Notes: UNF:6:I/ULNZOymTQbXs5PM44KRg==

f10381619 Location:

Summary Statistics: StDev 0.11029436347549784; Valid 5928.0; Max. 1.0; Min. 0.0; Mean 0.012314439946018793

Variable Format: numeric

Notes: UNF:6:+cfIbcLL17rdIIIveFHZyg==

f10381619 Location:

Summary Statistics: StDev 0.27993676422411995; Max. 1.0; Valid 5928.0; Mean 0.08569500674763836; Min. 0.0

Variable Format: numeric

Notes: UNF:6:t5dcyj2KLjG4LLf6RsLIVQ==

f10381619 Location:

Summary Statistics: StDev 0.2212761328102436; Min. 0.0; Valid 5928.0; Mean 0.05161943319838047; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:PcxNq2BJJtTzZVFvkW2s9Q==

f10381619 Location:

Summary Statistics: StDev 0.15603542773252344; Min. 0.0; Valid 5928.0; Max. 1.0; Mean 0.024966261808367102

Variable Format: numeric

Notes: UNF:6:968piiDhZPlZabDeDrL+eg==

f10381619 Location:

Summary Statistics: Valid 5928.0; Min. 0.0; Mean 0.007085020242915048; StDev 0.08388092537806564; Max. 1.0

Variable Format: numeric

Notes: UNF:6:d+XxGF4TrUbgtehe+1xdfw==

f10381619 Location:

Summary Statistics: StDev 0.16880604384051495; Max. 1.0; Valid 5928.0; Min. 0.0; Mean 0.029352226720647728;

Variable Format: numeric

Notes: UNF:6:jRvx34H4E6PkcGW//ETppQ==

f10381619 Location:

Summary Statistics: Min. 0.0; Mean 0.020748987854250975; StDev 0.14255488584154408; Max. 1.0; Valid 5928.0

Variable Format: numeric

Notes: UNF:6:gpKrPV4lxu6yL2didPMgww==

f10381619 Location:

Summary Statistics: Valid 5928.0; Max. 1.0; Min. 0.0; StDev 0.3156137726531859; Mean 0.11217948717948716

Variable Format: numeric

Notes: UNF:6:/yBeYpboGS4iUAchFB3YWg==

f10381619 Location:

Summary Statistics: Valid 5928.0; StDev 0.2428426069491892; Max. 1.0; Mean 0.0629217273954116; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:BSsTxKWB3lizZ8/mVMYDYg==

f10381619 Location:

Summary Statistics: Max. 1.0; Mean 0.04773954116059384; Valid 5928.0; Min. 0.0; StDev 0.21323261344297786

Variable Format: numeric

Notes: UNF:6:IzQD7KzaBTzngf3aMa1Fdw==

f10381619 Location:

Summary Statistics: Min. 0.0; StDev 0.1287917992535883; Valid 5928.0; Max. 1.0; Mean 0.01686909581646427

Variable Format: numeric

Notes: UNF:6:jyN1MnrB3ebfQwcp0r38zQ==

f10381619 Location:

Summary Statistics: Valid 5928.0; Max. 1.0; StDev 0.2779286772969987; Min. 0.0; Mean 0.08434547908232184;

Variable Format: numeric

Notes: UNF:6:v1m10jRCgWiOLEetlqnGJA==

f10381619 Location:

Summary Statistics: Valid 5928.0; Min. 0.0; Mean 0.3119095816464231; StDev 0.46331221160457; Max. 1.0

Variable Format: numeric

Notes: UNF:6:4oqpqZyE+mIEl0Sh/kMXHQ==

f10381619 Location:

Summary Statistics: StDev 0.46962421778909885; Mean 0.32827260458839375; Max. 1.0; Valid 5928.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:txsvTYOzPms8aKIQU9IQTQ==

f10381619 Location:

Summary Statistics: StDev 0.08962676487529649; Valid 5928.0; Min. 0.0; Mean 0.008097165991902858; Max. 1.0

Variable Format: numeric

Notes: UNF:6:B9b7RKa5eS0QEXkMVrAPfg==

f10381619 Location:

Summary Statistics: Max. 1.0; StDev 0.28192408765496785; Mean 0.08704453441295555; Valid 5928.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:Cw6vXg+U4QwMfFfgWP8gsQ==

f10381619 Location:

Summary Statistics: Valid 5928.0; Mean 0.05566801619433203; Min. 0.0; StDev 0.22929883905803275; Max. 1.0

Variable Format: numeric

Notes: UNF:6:YNx8t00xFoH6V9OqBLvYOQ==

f10381619 Location:

Summary Statistics: Min. 0.0; StDev 0.12751925127692318; Mean 0.016531713900134918; Valid 5928.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:JgZnbe/94QeS1K0gk5rEKQ==

f10381619 Location:

Summary Statistics: Mean 0.001349527665317139; Min. 0.0; Valid 5928.0; StDev 0.03671421829000345; Max. 1.0

Variable Format: numeric

Notes: UNF:6:2hU7kCnB0DMITMhpaU8Xdw==

f10381619 Location:

Summary Statistics: Valid 5928.0; Mean 0.03306342780026989; Min. 0.0; Max. 1.0; StDev 0.1788173133180612;

Variable Format: numeric

Notes: UNF:6:T5/3kVjRG0DQsZgvdzvuTQ==

f10381619 Location:

Summary Statistics: StDev 0.142554885841544; Valid 5928.0; Max. 1.0; Mean 0.02074898785425098; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:m0eU/m53A2rJ4EX0JR2ayg==

f10381619 Location:

Summary Statistics: Max. 1.0; StDev 0.34224187487897273; Min. 0.0; Mean 0.13545883940620754; Valid 5928.0

Variable Format: numeric

Notes: UNF:6:OaZO1VcHIfRdbW3+R4R5xg==

f10381619 Location:

Summary Statistics: Valid 5928.0; Max. 1.0; Min. 0.0; StDev 0.20022967717660375; Mean 0.0418353576248313

Variable Format: numeric

Notes: UNF:6:X3JBm3SbzIvNOr1LZUGkUA==

f10381619 Location:

Summary Statistics: Valid 5928.0; Mean 0.05330634278002693; Max. 1.0; Min. 0.0; StDev 0.2246626159094229

Variable Format: numeric

Notes: UNF:6:yo8wNUTfppCk5DYkuzJDIg==

f10381619 Location:

Summary Statistics: Mean 0.011470985155195632; Min. 0.0; Max. 1.0; Valid 5928.0; StDev 0.10649560944955457

Variable Format: numeric

Notes: UNF:6:RYSYRJ7eKCXqTu4c+sq0XQ==

f10381619 Location:

Summary Statistics: Max. 1.0; Min. 0.0; StDev 0.2025302799112338; Mean 0.04284750337381918; Valid 5928.0;

Variable Format: numeric

Notes: UNF:6:9pMb6cl5wQWUflbfIARyAQ==

f10381619 Location:

Summary Statistics: Valid 5928.0; Min. 0.0; Mean 0.28171390013495257; Max. 1.0; StDev 0.44987255881984345

Variable Format: numeric

Notes: UNF:6:z1VmNEQOvpVnrna7PZ2BTQ==

f10381619 Location:

Summary Statistics: Valid 5928.0; Mean 0.32186234817813775; Min. 0.0; StDev 0.46722992507016464; Max. 1.0

Variable Format: numeric

Notes: UNF:6:bbvcexXoc/ksAvvhayvFXA==

f10381619 Location:

Summary Statistics: Min. 0.0; Mean 0.004723346828609939; StDev 0.06856989120270823; Valid 5928.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:lR6nIoqKTHeg7xQHiNVRUg==

f10381619 Location:

Summary Statistics: StDev 0.29179887465445764; Min. 0.0; Max. 1.0; Valid 5928.0; Mean 0.0939608636977059;

Variable Format: numeric

Notes: UNF:6:SyxEIp81OvoDT6lH2i4CAA==

f10381619 Location:

Summary Statistics: StDev 0.22466261590942227; Valid 5928.0; Min. 0.0; Mean 0.05330634278002695; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:mCf/T1wZ05VdXzHptWG++A==

f10381619 Location:

Summary Statistics: Max. 1.0; Min. 0.0; Valid 5928.0; StDev 0.07876328340841132; Mean 0.006241565452091709;

Variable Format: numeric

Notes: UNF:6:UyXQ67qc1ofDzJaQ/UGXOg==

f10381619 Location:

Summary Statistics: Valid 5928.0; Max. 1.0; StDev 0.0673400025183871; Min. 0.0; Mean 0.004554655870445405;

Variable Format: numeric

Notes: UNF:6:FOi2HeRjyMRxOZF4Ipx/6Q==

f10381619 Location:

Summary Statistics: StDev 0.11680589745959176; Valid 5928.0; Min. 0.0; Mean 0.013832658569500608; Max. 1.0

Variable Format: numeric

Notes: UNF:6:7OeEnTUqGgmCwp6iZdQWrA==

f10381619 Location:

Summary Statistics: Mean 0.017375168690958172; Valid 5928.0; Max. 1.0; StDev 0.13067575443247723; Min. 0.0

Variable Format: numeric

Notes: UNF:6:d3fDz3TuFE8GvoqbKpn2vQ==

f10381619 Location:

Summary Statistics: Max. 1.0; Mean 0.18775303643724706; StDev 0.3905477739876521; Min. 0.0; Valid 5928.0;

Variable Format: numeric

Notes: UNF:6:SGreY/jk92SY5zMBw9jv0A==

f10381619 Location:

Summary Statistics: Mean 0.04908906882591097; Max. 1.0; Valid 5928.0; StDev 0.21607222833475356; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:md8K/QJnwQsWUryin5ZshA==

f10381619 Location:

Summary Statistics: Max. 1.0; Min. 0.0; Valid 5928.0; StDev 0.1491925329653048; Mean 0.022773279352226443

Variable Format: numeric

Notes: UNF:6:kcWunksm6YUbVzWpB1LhMQ==

f10381619 Location:

Summary Statistics: Min. 0.0; Max. 1.0; Valid 5928.0; Mean 0.0060728744939272696; StDev 0.07769821799004402;

Variable Format: numeric

Notes: UNF:6:BC2kqtNh7RoF7nywSj507A==

f10381619 Location:

Summary Statistics: Max. 1.0; Min. 0.0; Mean 0.054149797570849804; Valid 5928.0; StDev 0.2263321417676254;

Variable Format: numeric

Notes: UNF:6:hMBfGhpzDQbSrD7dsyLLUA==

f10381619 Location:

Summary Statistics: Mean 0.3054993252361674; Min. 0.0; Valid 5928.0; Max. 1.0; StDev 0.4606574482510909

Variable Format: numeric

Notes: UNF:6:gpplr9RIM+G15qAZeFrX3w==

f10381619 Location:

Summary Statistics: Mean 0.30482456140350817; Min. 0.0; Valid 5928.0; Max. 1.0; StDev 0.4603719158663577;

Variable Format: numeric

Notes: UNF:6:SDNEIQMHKjqSbUk+8rM1yQ==

f10381619 Location:

Summary Statistics: Min. 0.0; StDev 0.1095456713144783; Mean 0.012145748987854248; Valid 5928.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:DtrPynfp5mxxRnzmr1tpbQ==

f10381619 Location:

Summary Statistics: StDev 0.2554640003977353; Mean 0.0701754385964911; Min. 0.0; Valid 5928.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:wLyJD0f/1+vDHTRlvfGwuQ==

f10381619 Location:

Summary Statistics: Mean 0.0411605937921728; Min. 0.0; Max. 1.0; Valid 5928.0; StDev 0.19867827777298402

Variable Format: numeric

Notes: UNF:6:q+XytiFiDjuRW+H04Yp16g==

f10381619 Location:

Summary Statistics: Min. 0.0; Max. 1.0; Mean 0.01703778677462891; Valid 5928.0; StDev 0.12942305136655255;

Variable Format: numeric

Notes: UNF:6:t6DwxYeHiWHLI0UFh5GIVQ==

f10381619 Location:

Summary Statistics: Mean 0.0016869095816464084; StDev 0.04104080959236329; Max. 1.0; Min. 0.0; Valid 5928.0

Variable Format: numeric

Notes: UNF:6:qDq80+dESnjFpEnMbL5Oxw==

f10381619 Location:

Summary Statistics: Valid 5928.0; Max. 0.0; StDev 0.0; Mean 0.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:0J8D9+zGOTeubXPXPDqpMQ==

f10381619 Location:

Summary Statistics: Mean 0.00961538461538463; Max. 1.0; StDev 0.09759372775509267; Min. 0.0; Valid 5928.0;

Variable Format: numeric

Notes: UNF:6:sYXPJcwLtliBG8+XhcykaQ==

f10381619 Location:

Summary Statistics: Min. 0.0; Valid 5928.0; Max. 1.0; StDev 0.2934353118880175; Mean 0.09514170040485832;

Variable Format: numeric

Notes: UNF:6:8RY+0tROkr93y/Ly9V9yLQ==

f10381619 Location:

Summary Statistics: Valid 5928.0; StDev 0.22666419459290402; Max. 1.0; Mean 0.05431848852901513; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:/FshOGPLP9IsgdRd+40B4w==

f10381619 Location:

Summary Statistics: Max. 1.0; Min. 0.0; StDev 0.2029106868237496; Valid 5928.0; Mean 0.04301619433198399;

Variable Format: numeric

Notes: UNF:6:8/2C1y865bvlhlffSqw5yg==

f10381619 Location:

Summary Statistics: Valid 5928.0; Min. 0.0; Mean 0.009446693657219816; Max. 1.0; StDev 0.09674209228827842

Variable Format: numeric

Notes: UNF:6:zCxq8TSob3qA5bzDdzquMg==

f10381619 Location:

Summary Statistics: Max. 1.0; Valid 5928.0; StDev 0.22666419459290343; Mean 0.05431848852901484; Min. 0.0

Variable Format: numeric

Notes: UNF:6:VI6XLeiWsh0+ZafWgphw6Q==

f10381619 Location:

Summary Statistics: Valid 5928.0; Max. 1.0; StDev 0.4616476527977806; Min. 0.0; Mean 0.3078609986504725

Variable Format: numeric

Notes: UNF:6:mHYidK/QYhopmgEih46BSA==

f10381619 Location:

Summary Statistics: Min. 0.0; Max. 1.0; Mean 0.3333333333333335; StDev 0.47144428666233806; Valid 5928.0

Variable Format: numeric

Notes: UNF:6:MyNZtret8I0kNeMN7ehnlQ==

f10381619 Location:

Summary Statistics: Valid 5928.0; Max. 1.0; Min. 0.0; Mean 0.010121457489878466; StDev 0.10010346642507528;

Variable Format: numeric

Notes: UNF:6:2luPsoPCCOz+fO+U/hSrWw==

f10381619 Location:

Summary Statistics: Max. 1.0; Valid 5928.0; Mean 0.08451417004048586; Min. 0.0; StDev 0.27818083899086626

Variable Format: numeric

Notes: UNF:6:VjdNOVUd3tprFFeWsbs15w==

f10381619 Location:

Summary Statistics: Max. 1.0; Min. 0.0; Valid 5928.0; Mean 0.04318488529014838; StDev 0.20329024189756967

Variable Format: numeric

Notes: UNF:6:hiv8iCfo0LmbH+FPE0Bb0g==

f10381619 Location:

Summary Statistics: StDev 0.14198643988292323; Max. 1.0; Mean 0.020580296896086456; Valid 5928.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:cDg4bwdAaAFzCudlUd0Ldw==

f10381619 Location:

Summary Statistics: Min. 0.0; Mean 0.004892037786774615; Valid 5928.0; Max. 1.0; StDev 0.06977769770524263;

Variable Format: numeric

Notes: UNF:6:mfNF5994rhjW2gy25+Y6ug==

f10381619 Location:

Summary Statistics: Mean 0.023785425101214553; Max. 1.0; Valid 5928.0; StDev 0.1523929009654892; Min. 0.0

Variable Format: numeric

Notes: UNF:6:QybwVh/se5r530lSExMcpw==

f10381619 Location:

Summary Statistics: Valid 5928.0; Max. 1.0; Min. 0.0; StDev 0.12942305136655083; Mean 0.017037786774628916;

Variable Format: numeric

Notes: UNF:6:4FnhZZGEr2M+QF+clBanTg==

f10381619 Location:

Summary Statistics: Max. 1.0; Mean 0.10037112010796247; Valid 5928.0; StDev 0.3005195387539653; Min. 0.0

Variable Format: numeric

Notes: UNF:6:Ez1t549GwY/GbT3IFBpzIQ==

f10381619 Location:

Summary Statistics: Valid 5928.0; Mean 0.05465587044534413; Min. 0.0; StDev 0.2273264695728814; Max. 1.0

Variable Format: numeric

Notes: UNF:6:AEak4oQ2rv/njZTjJpTJOA==

f10381619 Location:

Summary Statistics: Valid 5928.0; Min. 0.0; StDev 0.19110470685756534; Mean 0.037955465587044435; Max. 1.0

Variable Format: numeric

Notes: UNF:6:e2bLzor7IZNZa5QTBpzOPA==

f10381619 Location:

Summary Statistics: Max. 1.0; Mean 0.013157894736842136; StDev 0.1139603234677472; Valid 5928.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:BixQ7VP+cM4qNBYu6iyRXg==

f10381619 Location:

Summary Statistics: Valid 5928.0; Max. 1.0; Min. 0.0; Mean 0.06983805668016213; StDev 0.2548953955082813

Variable Format: numeric

Notes: UNF:6:Tbst5+r8t3d7fhHcPWqjWQ==

f10381619 Location:

Summary Statistics: StDev 0.4621374328640781; Min. 0.0; Valid 5928.0; Mean 0.3090418353576244; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:5DLuVsRnMWoAxcblM6H3WA==

f10381619 Location:

Summary Statistics: StDev 0.4764867418276943; Valid 5928.0; Max. 1.0; Mean 0.3483468286099862; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:siftvqMXLqHHBFBajpxilA==

f10381619 Location:

Summary Statistics: Max. 1.0; Min. 0.0; StDev 0.10493571202831778; Valid 5928.0; Mean 0.011133603238866379

Variable Format: numeric

Notes: UNF:6:9OhnQnnQ/o85eYSKaTCUXA==

f10381619 Location:

Summary Statistics: Valid 5928.0; StDev 0.2610579647210167; Mean 0.07354925775978394; Max. 1.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:rRvEQ2v5OsE+912yRULTcw==

f10381619 Location:

Summary Statistics: Valid 5928.0; Max. 1.0; StDev 0.2013838998146372; Min. 0.0; Mean 0.04234143049932526

Variable Format: numeric

Notes: UNF:6:zr/26qLNhFtTPjWtyL0UaA==

f10381619 Location:

Summary Statistics: Valid 5928.0; Max. 1.0; Min. 0.0; Mean 0.020074224021592403; StDev 0.14026606315616127

Variable Format: numeric

Notes: UNF:6:Eju4u+HhtQKTqOS73607fw==

f10381619 Location:

Summary Statistics: Mean 0.005060728744939238; Max. 1.0; StDev 0.07096454954170812; Valid 5928.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:Q3KWkJnkmbHwQ0Y2l8tmbg==

f10381619 Location:

Summary Statistics: Valid 5928.0; Max. 1.0; Min. 0.0; Mean 0.023616734143049895; StDev 0.1518646585281195

Variable Format: numeric

Notes: UNF:6:hjMgWS1PSg/Mqt5uedj4/Q==

f10381619 Location:

Summary Statistics: Max. 1.0; Mean 0.017037786774628916; Valid 5928.0; StDev 0.12942305136655083; Min. 0.0

Variable Format: numeric

Notes: UNF:6:4FnhZZGEr2M+QF+clBanTg==

f10381619 Location:

Summary Statistics: Min. 0.0; Max. 1.0; StDev 0.2932023855406211; Valid 5928.0; Mean 0.09497300944669368

Variable Format: numeric

Notes: UNF:6:r2xCrZJ9OHWlIlwP0IdeUw==

f10381619 Location:

Summary Statistics: Mean 0.05431848852901481; StDev 0.22666419459290404; Valid 5928.0; Min. 0.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:1ap+8R28JNaMG65xR7kfiw==

f10381619 Location:

Summary Statistics: Max. 1.0; StDev 0.18822388789160366; Mean 0.03677462887989206; Min. 0.0; Valid 5928.0

Variable Format: numeric

Notes: UNF:6:OOeHtylLGfO0cpTuT4BVgw==

f10381619 Location:

Summary Statistics: Mean 0.013157894736842136; Valid 5928.0; Min. 0.0; StDev 0.1139603234677472; Max. 1.0

Variable Format: numeric

Notes: UNF:6:BixQ7VP+cM4qNBYu6iyRXg==

f10381619 Location:

Summary Statistics: StDev 0.2514472589669203; Max. 1.0; Min. 0.0; Valid 5928.0; Mean 0.06781376518218578

Variable Format: numeric

Notes: UNF:6:ZU+OboBdpSy9kRkf7t+/fg==

f10381619 Location:

Summary Statistics: Valid 5928.0; Min. 0.0; Mean 0.313765182186235; Max. 1.0; StDev 0.4640613329339359

Variable Format: numeric

Notes: UNF:6:voPRL++2lTJAAQyoMAOQbA==

f10381619 Location:

Summary Statistics: Mean 0.33502024291498034; StDev 0.4720373580002862; Min. 0.0; Max. 1.0; Valid 5928.0

Variable Format: numeric

Notes: UNF:6:i82+jWIAhi5SdpaS6AbBeA==

f10381619 Location:

Summary Statistics: StDev 0.09501502564345167; Min. 0.0; Mean 0.009109311740890772; Max. 1.0; Valid 5928.0;

Variable Format: numeric

Notes: UNF:6:4V4rQY6Ld39QqHs7yLtX9w==

f10381619 Location:

Summary Statistics: Mean 0.08350202429149804; StDev 0.2766628783063992; Max. 1.0; Min. 0.0; Valid 5928.0

Variable Format: numeric

Notes: UNF:6:w6yf6J2PwIt50Tyl4oAa6Q==

f10381619 Location:

Summary Statistics: StDev 0.20214901635099825; Max. 1.0; Valid 5928.0; Mean 0.04267881241565466; Min. 0.0

Variable Format: numeric

Notes: UNF:6:5LrE0I+wTlm4zAcAY5zhjA==

f10381619 Location:

Summary Statistics: Valid 5928.0; Min. 0.0; StDev 0.13968748839869322; Max. 1.0; Mean 0.01990553306342785

Variable Format: numeric

Notes: UNF:6:4Fng7vTgI+6W97NsCRl3ow==

f10381619 Location:

Summary Statistics: StDev 0.0685698912027084; Valid 5928.0; Min. 0.0; Max. 1.0; Mean 0.004723346828609936

Variable Format: numeric

Notes: UNF:6:AwIHkH8Fs55an3Vs/C6Fog==

f10381619 Location:

Summary Statistics: Mean 0.023279352226720677; Min. 0.0; Max. 1.0; Valid 5928.0; StDev 0.15080205645681327;

Variable Format: numeric

Notes: UNF:6:am6ORTuHMm0J6CoLHAikbg==

f10381619 Location:

Summary Statistics: Min. 0.0; StDev 0.12879179925358794; Valid 5928.0; Mean 0.016869095816464213; Max. 1.0

Variable Format: numeric

Notes: UNF:6:SEmr6IKFU4ZrnRoR+dKB4A==

f10381619 Location:

Summary Statistics: Valid 5928.0; Min. 0.0; Max. 1.0; StDev 0.2971242749567887; Mean 0.09784075573549247;

Variable Format: numeric

Notes: UNF:6:Cs0zdbpcj7vi7M7volhc0A==

f10381619 Location:

Summary Statistics: Mean 0.05111336032388657; Min. 0.0; StDev 0.22024751472952814; Max. 1.0; Valid 5928.0;

Variable Format: numeric

Notes: UNF:6:K9cy6dqRsk+qMJIJ9b+G2g==

f10381619 Location:

Summary Statistics: Min. 0.0; Valid 5928.0; StDev 0.18655437723057708; Max. 1.0; Mean 0.03609986504723346;

Variable Format: numeric

Notes: UNF:6:9807LFSVAmpxwgRx5GwbGA==

f10381619 Location:

Summary Statistics: Valid 5928.0; Min. 0.0; StDev 0.11103775124843336; Max. 1.0; Mean 0.012483130904183553

Variable Format: numeric

Notes: UNF:6:2SthILvxm9H1he+Trxxv1w==

f10381619 Location:

Summary Statistics: StDev 0.2496991808190781; Valid 5928.0; Min. 0.0; Max. 1.0; Mean 0.0668016194331983

Variable Format: numeric

Notes: UNF:6:qIZMx1/nmZoWKSNcwfHagQ==

f10381619 Location:

Summary Statistics: StDev 0.4603719158663572; Min. 0.0; Max. 1.0; Mean 0.3048245614035086; Valid 5928.0

Variable Format: numeric

Notes: UNF:6:GilI78sOq47NybZR5eckQg==

f10381619 Location:

Summary Statistics: StDev 0.4727982390775416; Valid 5928.0; Min. 0.0; Max. 1.0; Mean 0.33721322537112036

Variable Format: numeric

Notes: UNF:6:oaF+gBDWIzc9LTipZ+XBxA==

f10381619 Location:

Summary Statistics: Max. 0.0; StDev 0.0; Valid 5928.0; Mean 0.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:0J8D9+zGOTeubXPXPDqpMQ==

f10381619 Location:

Summary Statistics: Max. 0.0; Valid 5928.0; Min. 0.0; Mean 0.0; StDev 0.0

Variable Format: numeric

Notes: UNF:6:0J8D9+zGOTeubXPXPDqpMQ==

f10381619 Location:

Summary Statistics: StDev 0.0; Mean 0.0; Valid 5928.0; Min. 0.0; Max. 0.0

Variable Format: numeric

Notes: UNF:6:0J8D9+zGOTeubXPXPDqpMQ==

f10381619 Location:

Summary Statistics: Mean 0.0; Min. 0.0; Max. 0.0; Valid 5928.0; StDev 0.0

Variable Format: numeric

Notes: UNF:6:0J8D9+zGOTeubXPXPDqpMQ==

f10381619 Location:

Summary Statistics: Valid 5928.0; Min. 0.0; StDev 0.0; Max. 0.0; Mean 0.0

Variable Format: numeric

Notes: UNF:6:0J8D9+zGOTeubXPXPDqpMQ==

f10381619 Location:

Summary Statistics: Valid 5928.0; Max. 0.0; StDev 0.0; Mean 0.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:0J8D9+zGOTeubXPXPDqpMQ==

f10381619 Location:

Summary Statistics: Valid 5928.0; Mean 0.0; Max. 0.0; Min. 0.0; StDev 0.0

Variable Format: numeric

Notes: UNF:6:0J8D9+zGOTeubXPXPDqpMQ==

f10381619 Location:

Summary Statistics: StDev 0.022492267690266302; Mean 5.060728744939378E-4; Valid 5928.0; Min. 0.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:4vl4fViVyDtFi/GW7NypWA==

f10381619 Location:

Summary Statistics: Valid 5928.0; Mean 0.0; Max. 0.0; Min. 0.0; StDev 0.0

Variable Format: numeric

Notes: UNF:6:0J8D9+zGOTeubXPXPDqpMQ==

f10381619 Location:

Summary Statistics: Valid 5928.0; Max. 0.0; Min. 0.0; Mean 0.0; StDev 0.0;

Variable Format: numeric

Notes: UNF:6:0J8D9+zGOTeubXPXPDqpMQ==

f10381619 Location:

Summary Statistics: Mean 0.0; Max. 0.0; Min. 0.0; StDev 0.0; Valid 5928.0;

Variable Format: numeric

Notes: UNF:6:0J8D9+zGOTeubXPXPDqpMQ==

f10381619 Location:

Summary Statistics: Max. 0.0; Mean 0.0; Valid 5928.0; Min. 0.0; StDev 0.0

Variable Format: numeric

Notes: UNF:6:0J8D9+zGOTeubXPXPDqpMQ==

f10381619 Location:

Summary Statistics: StDev 0.3932219020465676; Valid 5928.0; Mean 0.19112685560053955; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:9t3RJUc7a6Yf+kMBuCYtVg==

f10381619 Location:

Summary Statistics: Min. 0.0; Max. 1.0; Valid 5928.0; StDev 0.33584114331533205; Mean 0.12955465587044535;

Variable Format: numeric

Notes: UNF:6:dQtIwuNPSOAGoM4Ic+fW0Q==

f10381604 Location:

Summary Statistics: Mean -0.5829707348206138; Valid 4000.0; Max. 21.5105297068173; StDev 4.841708501600422; Min. -16.9522173683327;

Variable Format: numeric

Notes: UNF:6:Cm0Q7JmVh6mwIYTwMzr1vA==

f10381604 Location:

Summary Statistics: StDev 5.083930223965538; Max. 16.7976630325167; Valid 4000.0; Mean -1.0817576044910922; Min. -16.7824217705056;

Variable Format: numeric

Notes: UNF:6:4IVWvTVWBCEwbONy0AFgFw==

f10381604 Location:

Variable Format: character

Notes: UNF:6:2OHc9TZWpo4hS9/BvLzBeA==

f10381604 Location:

Variable Format: character

Notes: UNF:6:MEFmMuPu1PgLZ52uxEwh0A==

f10381633 Location:

Summary Statistics: Valid 4000.0; Max. 3.68345222926148; Min. -4.86866579066412; StDev 1.3913426815841148; Mean 0.0010569674153259022;

Variable Format: numeric

Notes: UNF:6:/6+rbasOYHjkGj3v8bEK3g==

f10381633 Location:

Summary Statistics: Min. -1.5859483985746; Max. 1.26919849670298; StDev 0.3506765193451111; Mean -0.005628371178782882; Valid 4000.0

Variable Format: numeric

Notes: UNF:6:mlH9udoGmzYDnd1wFprUaQ==

f10381633 Location:

Variable Format: character

Notes: UNF:6:2OHc9TZWpo4hS9/BvLzBeA==

f10381633 Location:

Variable Format: character

Notes: UNF:6:j9r6Wpr03cxkKsjO0xaE9A==

f10381632 Location:

Variable Format: character

Notes: UNF:6:YV0jNBZ7tOvPGeba71SWFA==

f10381632 Location:

Summary Statistics: Min. 7.9808816578972467E17; Valid 454.0; Max. 8.2078201471454413E17; StDev 6.109012764132795E15; Mean 8.0809332683287834E17;

Variable Format: numeric

Notes: UNF:6:kWoNlHHWl01kIZNmo4HAsA==

f10381632 Location:

Summary Statistics: Valid 454.0; StDev 0.49985167641790446; Min. 0.0; Max. 1.0; Mean 0.47356828193832534

Variable Format: numeric

Notes: UNF:6:EihqFa6tW/ESOQJXCy43YA==

f10381632 Location:

Variable Format: character

Notes: UNF:6:CAVYeBzbUg7pAq5QHb0b3A==

f10381632 Location:

Summary Statistics: StDev 0.5005515721478566; Max. 1.0; Valid 454.0; Min. 0.0; Mean 0.5;

Variable Format: numeric

Notes: UNF:6:/rAqN2W1gpu/Xx7sOrBevg==

f10381632 Location:

Summary Statistics: Max. 1.0; Mean 0.5; Valid 454.0; StDev 0.5005515721478566; Min. 0.0

Variable Format: numeric

Notes: UNF:6:gI5aeyhvBIw4fk4w+byseg==

f10381632 Location:

Summary Statistics: Mean 0.23348017621145395; Min. 0.0; Valid 454.0; Max. 1.0; StDev 0.42351181160982687;

Variable Format: numeric

Notes: UNF:6:riuVzLx2ykF2ZwwBBy57cA==

f10381632 Location:

Summary Statistics: StDev 0.48923310291650524; Valid 454.0; Min. 0.0; Mean 0.6057268722466952; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:bE6XTH4BX4MDShroxNfOfw==

f10381632 Location:

Variable Format: character

Notes: UNF:6:cCUdo/mn1DtXx7/2wffjrA==

f10381632 Location:

Variable Format: character

Notes: UNF:6:lmEKZN3xbybZQwo6iiZK0w==

f10381632 Location:

Variable Format: character

Notes: UNF:6:OqHtQi+VNeGbzetiwo2BsA==

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README.txt

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script_000-Functions.R

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script_Figure-1-2-Table-A6-A7-A8-A9.R

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script_Figure-3.R

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script_Figure-4-Figure-A4-A6-Table-A10-A12.R

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script_Figure-5-Figure-A7-A8-A9-A10-Table-A13-A14.R

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Added set.seed(0723)

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script_Figure-A11-A12-Table-A19-A20.R

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script_Figure-A13.R

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script_Figure-A2-A3.R

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script_Figure-A5-Table-A11.R

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script_get_fitstatistics.py

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script_Table-1.R

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script_Table-A1.R

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script_Table-A15-A16.R

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script_Table-A2-A3.py

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script_Table-A21-A22.R

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script_Table-A23-A24.R

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script_Table-A25-A26.R

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script_Table-A4.R

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script_Table-A5.R

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_Codebook-analysis-account-type-switching.txt

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_Codebook-data_TableA4.txt

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_Codebook-models_fit_evaluation.txt

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_script_MASTER.R

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