Replication Data for: Emergence of protests during the COVID-19 pandemic: quantitative models to explore the contributions of societal conditions (doi:10.7910/DVN/2ZV4YZ)

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Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
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Replication Data for: Emergence of protests during the COVID-19 pandemic: quantitative models to explore the contributions of societal conditions

doi:10.7910/DVN/2ZV4YZ

Harvard Dataverse

2022-07-15

1

van der Zwet, Koen, 2022, "Replication Data for: Emergence of protests during the COVID-19 pandemic: quantitative models to explore the contributions of societal conditions", https://doi.org/10.7910/DVN/2ZV4YZ, Harvard Dataverse, V1, UNF:6:BfrmS5lSn6JW1fKjiTfmnQ== [fileUNF]

Replication Data for: Emergence of protests during the COVID-19 pandemic: quantitative models to explore the contributions of societal conditions

doi:10.7910/DVN/2ZV4YZ

van der Zwet, Koen (University of Amsterdam)

Harvard Dataverse

van der Zwet, Koen

van der Zwet, Koen

2022-02-06

https://doi.org/10.7910/DVN/2ZV4YZ

Social Sciences, Social Sciences

Factors and proxies

• Number of cases: 7726

• No. of variables per record: 55

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

UNF:6:BfrmS5lSn6JW1fKjiTfmnQ==

• date - date
• CNTY - CNTY
• Protest - Protest
• Riot - Riot
• Suppression - Suppression
• Strategic_developments - Strategic_developments
• Protest_covid - Protest_covid
• Riot_covid - Riot_covid
• Suppression_covid - Suppression_covid
• Strategic_developments_covid - Strategic_developments_covid
• day - day
• month - month
• year - year
• Unemployment - Unemployment
• GDP - GDP
• Factionalized_Elites - Factionalized_Elites
• Group_Grievance - Group_Grievance
• Economic_Inequality - Economic_Inequality
• State_Legitimacy - State_Legitimacy
• Containment_measures - Containment_measures
• Economic_support - Economic_support
• Health_care_support - Health_care_support
• Stringency_index - Stringency_index
• Public_information_campaign - Public_information_campaign
• Population - Population
• Excess_deaths_per_100k - Excess_deaths_per_100k
• Population_100k - Population_100k
• Retail_change - Retail_change
• Grocery_change - Grocery_change
• Parks_change - Parks_change
• Transit_stations_change - Transit_stations_change
• Workplaces_change - Workplaces_change
• Residential_change - Residential_change
• Civil_liberties - Civil_liberties
• Political_rights - Political_rights
• Youth_bulge - Youth_bulge
• Urbanization - Urbanization
• Protest_covid_r7 - Protest_covid_r7
• Protest_r7 - Protest_r7
• Riot_covid_r7 - Riot_covid_r7
• Riot_r7 - Riot_r7
• Suppression_covid_r7 - Suppression_covid_r7
• Suppression_r7 - Suppression_r7
• Excess_deaths_per_100k_r7 - Excess_deaths_per_100k_r7
• Containment_measures_r7 - Containment_measures_r7
• Economic_support_r7 - Economic_support_r7
• Health_care_support_r7 - Health_care_support_r7
• Stringency_index_r7 - Stringency_index_r7
• Public_information_campaign_r7 - Public_information_campaign_r7
• Retail_change_r7 - Retail_change_r7
• Grocery_change_r7 - Grocery_change_r7
• Parks_change_r7 - Parks_change_r7
• Transit_stations_change_r7 - Transit_stations_change_r7
• Workplaces_change_r7 - Workplaces_change_r7
• Residential_change_r7 - Residential_change_r7

f5855583 Location:

Variable Format: character

Notes: UNF:6:ToBVLfdXGWJSsxPB9EXLEA==

f5855583 Location:

Variable Format: character

Notes: UNF:6:lCpNKdZYW8wOTG6N4PncBQ==

f5855583 Location:

Summary Statistics: Mean 6.358659073258958; Valid 7726.0; StDev 23.016839637267335; Min. 0.0; Max. 725.0;

Variable Format: numeric

Notes: UNF:6:ycEZvIEwhwYjn/MZZOKSqA==

f5855583 Location:

Summary Statistics: Min. 0.0; Max. 96.0; Valid 7726.0; Mean 0.41832772456642625; StDev 2.1843801130325526;

Variable Format: numeric

Notes: UNF:6:kEYXfbxSyoSqNXG155XX9A==

f5855583 Location:

Summary Statistics: StDev 0.040997811287300116; Valid 7726.0; Mean 0.0014237639140564557; Min. 0.0; Max. 2.0

Variable Format: numeric

Notes: UNF:6:8RMt8fR6nt2rlgDXYfpbCQ==

f5855583 Location:

Summary Statistics: StDev 0.06221221064844718; Max. 2.0; Min. 0.0; Valid 7726.0; Mean 0.003624126326688772;

Variable Format: numeric

Notes: UNF:6:G8W6+7Ue2KL6mg/GTx5tNA==

f5855583 Location:

Summary Statistics: Valid 7726.0; Min. 0.0; Max. 134.0; Mean 1.593062386746003; StDev 5.578606710835097;

Variable Format: numeric

Notes: UNF:6:U1g8buu8W+zi5dF2iqn2kg==

f5855583 Location:

Summary Statistics: Max. 22.0; Valid 7726.0; Min. 0.0; StDev 0.6650284647324343; Mean 0.08995599275174192;

Variable Format: numeric

Notes: UNF:6:o8xXVZA5t03bttPl8YWjcA==

f5855583 Location:

Summary Statistics: Min. 0.0; Valid 7726.0; Mean 2.5886616619212366E-4; StDev 0.01608827697451558; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:Hx/cTw2ShcXvWI8qubepeQ==

f5855583 Location:

Summary Statistics: Mean 2.5886616619211737E-4; StDev 0.016088276974515585; Valid 7726.0; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:jHkXHXR1n1zw7g8AsMuiMg==

f5855583 Location:

Summary Statistics: Mean 16.0783070152731; StDev 8.746184553291128; Max. 31.0; Valid 7726.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:PAeAcv3EMfGWrB9pzfYu+w==

f5855583 Location:

Summary Statistics: Max. 11.0; Valid 7726.0; Mean 6.702951074294575; Min. 2.0; StDev 2.7418670018308524

Variable Format: numeric

Notes: UNF:6:AGyaiteEVC6Fj+bMZhkDPw==

f5855583 Location:

Summary Statistics: Valid 7726.0; StDev 0.0; Mean 2020.0; Min. 2020.0; Max. 2020.0;

Variable Format: numeric

Notes: UNF:6:+zxAoD+E4Z60FK1ZeNwy9Q==

f5855583 Location:

Summary Statistics: Min. 0.018000000000000002; StDev 0.03932138851093265; Mean 0.07436886182112364; Valid 7726.0; Max. 0.2097929

Variable Format: numeric

Notes: UNF:6:vR9+nLxNsF05JGqQQIYUjw==

f5855583 Location:

Summary Statistics: Mean 4.761809014956143; Valid 7726.0; Max. 12.426896460899998; StDev 1.9617862080802044; Min. 1.6480109394

Variable Format: numeric

Notes: UNF:6:igaI2OaklheMHEncWufB7Q==

f5855583 Location:

Summary Statistics: Max. 0.76; Mean 0.38315687289671146; StDev 0.17587657626945483; Min. 0.11; Valid 7726.0

Variable Format: numeric

Notes: UNF:6:unJxEE7zU++WpZs91pBM2A==

f5855583 Location:

Summary Statistics: Max. 0.8625858592796266; Mean 0.4527925754202186; Valid 7726.0; StDev 0.18977763580796456; Min. 0.09;

Variable Format: numeric

Notes: UNF:6:EtsbCoZYq5jFthtGT5k+zg==

f5855583 Location:

Summary Statistics: Min. 0.05; StDev 0.13667551186632154; Valid 7726.0; Max. 0.65; Mean 0.24821401309464575

Variable Format: numeric

Notes: UNF:6:ZvVM41PgTvMqxdO44tOdHQ==

f5855583 Location:

Summary Statistics: StDev 0.2130496283829082; Valid 7726.0; Max. 0.72; Mean 0.27360781378042276; Min. 0.05

Variable Format: numeric

Notes: UNF:6:TCLZlh3YMkjeUAS7PwZDMQ==

f5855583 Location:

Summary Statistics: Mean 0.5270002329795496; Min. 0.0; StDev 0.17173591689582265; Valid 7726.0; Max. 0.8222

Variable Format: numeric

Notes: UNF:6:W4eeukmPZLCW+Tt5zgieOA==

f5855583 Location:

Summary Statistics: Valid 7726.0; Min. 0.0; Max. 1.0; Mean 0.5908782034688085; StDev 0.2955279443227959;

Variable Format: numeric

Notes: UNF:6:OWSp8TcHCDYazbuvNk15EQ==

f5855583 Location:

Summary Statistics: Max. 0.8429000000000001; Mean 0.5171726766761584; Valid 7726.0; StDev 0.17123636191820749; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:VzSoKAsy6SiqGLt7j4kkIQ==

f5855583 Location:

Summary Statistics: StDev 0.2150596442363713; Max. 0.9352; Mean 0.5483741651566136; Min. 0.0; Valid 7726.0;

Variable Format: numeric

Notes: UNF:6:3aN0fzR7Eh62/sBd10Hqhw==

f5855583 Location:

Summary Statistics: Max. 1.0; Mean 0.9451527310380543; Valid 7726.0; Min. 0.0; StDev 0.20485877044634315

Variable Format: numeric

Notes: UNF:6:raQk2bfmXS3uA7FSCVteAw==

f5855583 Location:

Summary Statistics: Max. 3.28300544E8; Mean 3.6441348799896665E7; Min. 626108.0; StDev 6.428979082990289E7; Valid 7726.0

Variable Format: numeric

Notes: UNF:6:T5i5v49SUIvBaNTxMQ76pg==

f5855583 Location:

Summary Statistics: StDev 0.5224466057450408; Max. 3.5166311495276004; Valid 7726.0; Min. -0.8367462842976116; Mean 0.2661487173133686

Variable Format: numeric

Notes: UNF:6:7+lDlcKaVYN7b/GksZAZQQ==

f5855583 Location:

Summary Statistics: StDev 642.8979082990343; Mean 364.4134879989644; Valid 7726.0; Min. 6.2610800000000015; Max. 3283.00544

Variable Format: numeric

Notes: UNF:6:ncl6QMswla91M5SO/IPHhQ==

f5855583 Location:

Summary Statistics: Valid 7726.0; Mean -0.23314392958840294; StDev 0.25718464120149626; Min. -0.96; Max. 0.54

Variable Format: numeric

Notes: UNF:6:v6Uq6e0sJ3jNgtWL27hheQ==

f5855583 Location:

Summary Statistics: StDev 0.1919045021471222; Min. -0.94; Mean -0.06268055915091901; Valid 7726.0; Max. 1.62

Variable Format: numeric

Notes: UNF:6:Spa9NFbXmulA/Xz4ARfLEg==

f5855583 Location:

Summary Statistics: Min. -0.91; Mean 0.40976831478125775; StDev 0.7499423999701176; Valid 7726.0; Max. 5.17;

Variable Format: numeric

Notes: UNF:6:zR9In4C8G65PlQGzqrVB4g==

f5855583 Location:

Summary Statistics: Min. -0.92; Mean -0.28665027180947444; StDev 0.2167439869109681; Max. 0.31; Valid 7726.0;

Variable Format: numeric

Notes: UNF:6:nHTeQmTHzrrq+iALbrM+sQ==

f5855583 Location:

Summary Statistics: Min. -0.92; Mean -0.24949262231426353; Max. 0.8; StDev 0.19988482479119976; Valid 7726.0

Variable Format: numeric

Notes: UNF:6:UpPhysT1e1YJ/UVL6FXXfQ==

f5855583 Location:

Summary Statistics: Mean 0.0805591509189749; Valid 7726.0; Max. 0.46; StDev 0.08843960839143819; Min. -0.14;

Variable Format: numeric

Notes: UNF:6:yhmGtypsG01SX5XL6FAG/A==

f5855583 Location:

Summary Statistics: Valid 7726.0; Mean 0.8851734403313487; Max. 1.0; StDev 0.10144600406738366; Min. 0.5833333333333334

Variable Format: numeric

Notes: UNF:6:2sEZwBwefbWw1gDNeAAdLA==

f5855583 Location:

Summary Statistics: Valid 7726.0; Max. 1.0; Mean 0.9144026663215113; StDev 0.09152375559844449; Min. 0.675

Variable Format: numeric

Notes: UNF:6:+hGQsSK0kzm2y3G7qG0Tvg==

f5855583 Location:

Summary Statistics: Min. 0.13699999999999998; Mean 0.1667438519285526; StDev 0.029023079941936515; Max. 0.258; Valid 7726.0

Variable Format: numeric

Notes: UNF:6:fFU8Xm3EGxUlqS0uwD5SAw==

f5855583 Location:

Summary Statistics: StDev 0.114053137143336; Mean 0.766697315557858; Valid 7726.0; Max. 0.98041; Min. 0.5372899999999999;

Variable Format: numeric

Notes: UNF:6:Dlbm6phCk5UfpcjbYvzJnw==

f5855583 Location:

Summary Statistics: Max. 44.0; Valid 7726.0; StDev 4.043456817983552; Mean 1.5738508191265344; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:d4Nc0UvVUk54RWj8r8LHSg==

f5855583 Location:

Summary Statistics: Valid 7726.0; StDev 20.08409089523265; Min. 0.0; Mean 6.351373839724876; Max. 491.71428571428567

Variable Format: numeric

Notes: UNF:6:UY67oLbvgN1LFhjWNJ/Vyg==

f5855583 Location:

Summary Statistics: Valid 7726.0; Max. 6.428571428571429; Min. 0.0; Mean 0.08930882733627292; StDev 0.37994249596277613

Variable Format: numeric

Notes: UNF:6:jCTeeSaOQO+S/yE0IlHFBQ==

f5855583 Location:

Summary Statistics: Valid 7726.0; Min. 0.0; StDev 1.5554724775709223; Mean 0.4172182981398435; Max. 47.714285714285715;

Variable Format: numeric

Notes: UNF:6:fT811ND1/PIWnV5jukCeWQ==

f5855583 Location:

Summary Statistics: Min. 0.0; StDev 0.0076192726126691175; Mean 2.588661661921235E-4; Max. 0.2857142857142857; Valid 7726.0;

Variable Format: numeric

Notes: UNF:6:3nnp+LRXXQaU69IWvDbYNw==

f5855583 Location:

Summary Statistics: Max. 0.2857142857142857; StDev 0.017065056252632164; Valid 7726.0; Mean 0.0014237639140564562; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:NxDAOZ+uwhkebQv2eD6nZQ==

f5855583 Location:

Summary Statistics: Mean 0.25519418482182205; StDev 0.5053162799702691; Valid 7726.0; Max. 3.516631149527602; Min. -0.8367462842976133

Variable Format: numeric

Notes: UNF:6:5yuBKcLrKDLDXpp/AkwIMg==

f5855583 Location:

Summary Statistics: Valid 7726.0; Mean 0.5211438685699493; Max. 0.8221999999999996; StDev 0.17600952693819427; Min. 0.0

Variable Format: numeric

Notes: UNF:6:rha+VbIa05infi4GbNaw+g==

f5855583 Location:

Summary Statistics: StDev 0.2976483641836829; Valid 7726.0; Mean 0.5833109907177998; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:EzStOHKvDOaqyBfMJq3GKA==

f5855583 Location:

Summary Statistics: Mean 0.5115794090455235; Max. 0.8429000000000002; Valid 7726.0; StDev 0.1748599587729764; Min. 0.0

Variable Format: numeric

Notes: UNF:6:rdrShWMVQIdGkCXFLg7fwg==

f5855583 Location:

Summary Statistics: Mean 0.5422330442661139; StDev 0.21792270156098897; Valid 7726.0; Min. 0.0; Max. 0.9352000000000004

Variable Format: numeric

Notes: UNF:6:og1uZic7w+2fpWmCKPBIJQ==

f5855583 Location:

Summary Statistics: Mean 0.9387873969157944; Min. 0.0; Max. 1.0; Valid 7726.0; StDev 0.21196845230743067

Variable Format: numeric

Notes: UNF:6:ks/Duwgq7PcLowqCC/DtCw==

f5855583 Location:

Summary Statistics: StDev 0.24699820475551404; Mean -0.22912763026515293; Min. -0.9171428571428571; Valid 7726.0; Max. 0.19571428571428576;

Variable Format: numeric

Notes: UNF:6:FLS3F58jY+WXxit0u4kmGA==

f5855583 Location:

Summary Statistics: Mean -0.061740141513504224; Max. 0.33428571428571424; Min. -0.6200000000000001; Valid 7726.0; StDev 0.15218824364439051;

Variable Format: numeric

Notes: UNF:6:kEzcJ0NAxS1yu1J2lw4pIg==

f5855583 Location:

Summary Statistics: Min. -0.8371428571428572; Mean 0.41179416441699607; Valid 7726.0; StDev 0.7075700916977556; Max. 3.4942857142857133

Variable Format: numeric

Notes: UNF:6:Wew3HmTEuwzYybf6kRvnrQ==

f5855583 Location:

Summary Statistics: Max. 0.22; Mean -0.2824943604156652; StDev 0.21002231648221062; Valid 7726.0; Min. -0.8614285714285714

Variable Format: numeric

Notes: UNF:6:8CxVaHRG/7hvxsxRCKLSsA==

f5855583 Location:

Summary Statistics: Valid 7726.0; Max. 0.14285714285714288; Min. -0.7557142857142861; Mean -0.24739623164823782; StDev 0.15682871627245049

Variable Format: numeric

Notes: UNF:6:eBkLbCcbBMTsAcNcdUIBXQ==

f5855583 Location:

Summary Statistics: Min. -0.06142857142857144; StDev 0.08116173094670721; Mean 0.07952849068698149; Max. 0.3433333333333333; Valid 7726.0

Variable Format: numeric

Notes: UNF:6:e+9meNQ9byaIq7BjijoQpQ==