Crowd Counting Consortium U.S. Protest Event Data, 2017-2020 (doi:10.7910/DVN/6OPP7H)

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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
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Crowd Counting Consortium U.S. Protest Event Data, 2017-2020

doi:10.7910/DVN/6OPP7H

Harvard Dataverse

2025-01-08

1

Ulfelder, Jay, 2025, "Crowd Counting Consortium U.S. Protest Event Data, 2017-2020", https://doi.org/10.7910/DVN/6OPP7H, Harvard Dataverse, V1, UNF:6:B9cfwGHNn5ss5fu7EHFhbQ== [fileUNF]

Crowd Counting Consortium U.S. Protest Event Data, 2017-2020

doi:10.7910/DVN/6OPP7H

Ulfelder, Jay (Harvard University)

Harvard Dataverse

Ulfelder, Jay

Ulfelder, Jay

2025-01-08

https://doi.org/10.7910/DVN/6OPP7H

Social Sciences, protest

Compiled and cleaned version of Crowd Counting Consortium (CCC) data on U.S. protest events from the project’s first phase, which ran from January 2017 through December 2020.

Jeremy Pressman, Erica Chenoweth, Tommy Leung, L. Nathan Perkins, and Jay Ulfelder. "Protests Under Trump, 2017-2021." Mobilization: An International Quarterly Vol. 27, No. 1 (March 2022): 13-26.

Jeremy Pressman, Erica Chenoweth, Tommy Leung, L. Nathan Perkins, and Jay Ulfelder. "Protests Under Trump, 2017-2021." Mobilization: An International Quarterly Vol. 27, No. 1 (March 2022): 13-26.

• Number of cases: 72181

• No. of variables per record: 62

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

UNF:6:B9cfwGHNn5ss5fu7EHFhbQ==

comma-separated dataset

• date - date
• locality - locality
• state - state
• location_detail - location_detail
• online - online
• type - type
• macroevent - macroevent
• actors - actors
• claims - claims
• valence - valence
• issues - issues
• size_text - size_text
• size_low - size_low
• size_high - size_high
• size_mean - size_mean
• size_cat - size_cat
• arrests - arrests
• arrests_any - arrests_any
• injuries_crowd - injuries_crowd
• injuries_crowd_any - injuries_crowd_any
• injuries_police - injuries_police
• injuries_police_any - injuries_police_any
• property_damage - property_damage
• property_damage_any - property_damage_any
• chemical_agents - chemical_agents
• source_1 - source_1
• source_2 - source_2
• source_3 - source_3
• source_4 - source_4
• source_5 - source_5
• source_6 - source_6
• source_7 - source_7
• source_8 - source_8
• source_9 - source_9
• source_10 - source_10
• source_11 - source_11
• source_12 - source_12
• source_13 - source_13
• source_14 - source_14
• source_15 - source_15
• source_16 - source_16
• source_17 - source_17
• source_18 - source_18
• source_19 - source_19
• source_20 - source_20
• source_21 - source_21
• source_22 - source_22
• source_23 - source_23
• source_24 - source_24
• source_25 - source_25
• source_26 - source_26
• source_27 - source_27
• source_28 - source_28
• source_29 - source_29
• source_30 - source_30
• notes - notes
• lat - lat
• lon - lon
• resolved_locality - resolved_locality
• resolved_county - resolved_county
• resolved_state - resolved_state
• fips_code - fips_code

f10808404 Location:

Variable Format: character

Notes: UNF:6:PbDDFXlpJJmfnqEM9g6U7Q==

f10808404 Location:

Variable Format: character

Notes: UNF:6:ub6K+y0QBi4PmaPZZ5hSOA==

f10808404 Location:

Variable Format: character

Notes: UNF:6:aPNmKKwVjYXRvI7WkyPT2A==

f10808404 Location:

Variable Format: character

Notes: UNF:6:yq5e2o3iZ7YNEOvFq9Nt5Q==

f10808404 Location:

Summary Statistics: Mean 0.0; Max. 0.0; Min. 0.0; Valid 72142.0; StDev 0.0

Variable Format: numeric

Notes: UNF:6:GUVmDwNxL6PhDxQfFatrZw==

f10808404 Location:

Variable Format: character

Notes: UNF:6:LFQ8wslJPqu5DMSk6uggiA==

f10808404 Location:

Variable Format: character

Notes: UNF:6:N+DdmR6lCdCvXkT4w7/qRA==

f10808404 Location:

Variable Format: character

Notes: UNF:6:WSJ9fAgRvy+x+W9fbn4nyg==

f10808404 Location:

Variable Format: character

Notes: UNF:6:vNCgqPbHUiM5yuPOTWGEog==

f10808404 Location:

Summary Statistics: Max. 2.0; Valid 72152.0; Min. 0.0; StDev 0.5572273034619872; Mean 0.8212662157667753;

Variable Format: numeric

Notes: UNF:6:ycaOTste4BZz54/7UUJsWA==

f10808404 Location:

Variable Format: character

Notes: UNF:6:asVsvb/8aP2dGcufuLf1QA==

f10808404 Location:

Variable Format: character

Notes: UNF:6:eonDFhNVNBb7W5j3ITLK/w==

f10808404 Location:

Summary Statistics: Max. 1050000.0; Min. 0.0; StDev 9614.568441721718; Valid 36073.0; Mean 621.2797937516603

Variable Format: numeric

Notes: UNF:6:Tc4UverSJEyOkhoSYzyngg==

f10808404 Location:

Summary Statistics: Mean 886.6025242716643; Max. 2000000.0; Valid 36050.0; StDev 16782.91164004228; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:xkwbUitvWG/3Y4koENqtTA==

f10808404 Location:

Summary Statistics: Mean 753.6654284368981; Min. 0.0; Max. 1525000.0; Valid 36073.0; StDev 12913.835302449255;

Variable Format: numeric

Notes: UNF:6:HvsTCPCpoggKQMOXfDL7ug==

f10808404 Location:

Summary Statistics: Min. 0.0; StDev 0.9340452509328034; Valid 72181.0; Max. 4.0; Mean 0.810711960211262

Variable Format: numeric

Notes: UNF:6:hVG4x+QxT4kismlNybJl3Q==

f10808404 Location:

Variable Format: character

Notes: UNF:6:cq1hEPHNSdIR+kdznEAQ+Q==

f10808404 Location:

Summary Statistics: Max. 1.0; StDev 0.16888283650276337; Valid 72181.0; Mean 0.029384464055645435; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:ZFCtdYfu4LCpQ7pnRcKwig==

f10808404 Location:

Variable Format: character

Notes: UNF:6:1nrePPf2/YlFpcy6+V5gDA==

f10808404 Location:

Summary Statistics: StDev 0.09034214914827961; Valid 72181.0; Max. 1.0; Min. 0.0; Mean 0.008229312422934619

Variable Format: numeric

Notes: UNF:6:5nR8Ygyp0gJANyTsSv3/Pw==

f10808404 Location:

Variable Format: character

Notes: UNF:6:dzK7E8VQZprAdOTMqmvOkA==

f10808404 Location:

Summary Statistics: StDev 0.0630405017366932; Max. 1.0; Valid 72181.0; Mean 0.003989969659606847; Min. 0.0

Variable Format: numeric

Notes: UNF:6:FD3MCdKEjpscNvwjgsAhxA==

f10808404 Location:

Variable Format: character

Notes: UNF:6:B4N/lb5bKcQ9qOA5ZgaExA==

f10808404 Location:

Summary Statistics: Max. 1.0; StDev 0.09432370175418789; Min. 0.0; Valid 72181.0; Mean 0.008977431734109843

Variable Format: numeric

Notes: UNF:6:a+0Mkd7Iq0N0IjzdoU3Jjg==

f10808404 Location:

Summary Statistics: Valid 12519.0; Max. 1.0; StDev 0.17002734017203222; Mean 0.02979471203770398; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:G/yOqNa7DR+ZDNBufMSl7A==

f10808404 Location:

Variable Format: character

Notes: UNF:6:t1MPhP2RVfR4fy0zvVF96g==

f10808404 Location:

Variable Format: character

Notes: UNF:6:mXZs4q39PH9Acs9bjBqw9A==

f10808404 Location:

Variable Format: character

Notes: UNF:6:1C/6uuUBKyVjhdVM4uXaCQ==

f10808404 Location:

Variable Format: character

Notes: UNF:6:43eqnbULAZU8Uk/UEY/Urw==

f10808404 Location:

Variable Format: character

Notes: UNF:6:2BwvvxJrniWyhyjspbrQJw==

f10808404 Location:

Variable Format: character

Notes: UNF:6:EI0XeCKxS2gm5BgwZ3bo6A==

f10808404 Location:

Variable Format: character

Notes: UNF:6:9j3wHYAFX4lsKQtSqK/5Sw==

f10808404 Location:

Variable Format: character

Notes: UNF:6:AczHaDuAN/vtmow1RMl8cA==

f10808404 Location:

Variable Format: character

Notes: UNF:6:CedadfmIx6Zey7fuCcm6+g==

f10808404 Location:

Variable Format: character

Notes: UNF:6:XUYITgzvQAYl+lUpr37BPg==

f10808404 Location:

Variable Format: character

Notes: UNF:6:T1433w5BT6G600ufhlZQwg==

f10808404 Location:

Variable Format: character

Notes: UNF:6:fz9sGRyWBR17qelOHvb7Qw==

f10808404 Location:

Variable Format: character

Notes: UNF:6:p6dvvkRYNhSYEi3ThggIpA==

f10808404 Location:

Variable Format: character

Notes: UNF:6:5YVat4KB7irRiyIDu0Lk4Q==

f10808404 Location:

Variable Format: character

Notes: UNF:6:vuJFqo5lYavEM2SqvD9Gvw==

f10808404 Location:

Variable Format: character

Notes: UNF:6:MHP/66SMYHPXtYq9X9x4gw==

f10808404 Location:

Variable Format: character

Notes: UNF:6:lx13X8P2E+p/fZaXOLMakA==

f10808404 Location:

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

Variable Format: numeric

Notes: UNF:6:86VQpCP8wNnnti7eDhF03g==

f10808404 Location:

Summary Statistics: StDev 0.0; Min. 1.0; Max. 1.0; Mean 1.0; Valid 4.0

Variable Format: numeric

Notes: UNF:6:qHGuzibjf1XY0zxDaltVPw==

f10808404 Location:

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

Variable Format: numeric

Notes: UNF:6:86VQpCP8wNnnti7eDhF03g==

f10808404 Location:

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

Variable Format: numeric

Notes: UNF:6:86VQpCP8wNnnti7eDhF03g==

f10808404 Location:

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

Variable Format: numeric

Notes: UNF:6:86VQpCP8wNnnti7eDhF03g==

f10808404 Location:

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

Variable Format: numeric

Notes: UNF:6:86VQpCP8wNnnti7eDhF03g==

f10808404 Location:

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

Variable Format: numeric

Notes: UNF:6:86VQpCP8wNnnti7eDhF03g==

f10808404 Location:

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

Variable Format: numeric

Notes: UNF:6:86VQpCP8wNnnti7eDhF03g==

f10808404 Location:

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

Variable Format: numeric

Notes: UNF:6:86VQpCP8wNnnti7eDhF03g==

f10808404 Location:

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

Variable Format: numeric

Notes: UNF:6:86VQpCP8wNnnti7eDhF03g==

f10808404 Location:

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

Variable Format: numeric

Notes: UNF:6:86VQpCP8wNnnti7eDhF03g==

f10808404 Location:

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

Variable Format: numeric

Notes: UNF:6:86VQpCP8wNnnti7eDhF03g==

f10808404 Location:

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

Variable Format: numeric

Notes: UNF:6:86VQpCP8wNnnti7eDhF03g==

f10808404 Location:

Variable Format: character

Notes: UNF:6:rPFkUSB8S5FrNdu6LFeVEQ==

f10808404 Location:

Summary Statistics: StDev 5.203077856202253; Mean 38.98372494508586; Valid 72149.0; Min. 13.444304; Max. 71.2905556

Variable Format: numeric

Notes: UNF:6:oZ+P3AXv40fa8KWHLIOUlA==

f10808404 Location:

Summary Statistics: StDev 19.270573408823658; Min. -176.658056; Valid 72149.0; Mean -92.37099445381502; Max. 144.8016402;

Variable Format: numeric

Notes: UNF:6:hENSCS12QR9QepJih/uAWw==

f10808404 Location:

Variable Format: character

Notes: UNF:6:OyTp7LZTwjRw/Nl0N8tyXQ==

f10808404 Location:

Variable Format: character

Notes: UNF:6:A1Qu211usonIUVzELyqvig==

f10808404 Location:

Variable Format: character

Notes: UNF:6:YHov+24KJLj7m5/+4uDP3w==

f10808404 Location:

Summary Statistics: Mean 27390.035394178318; StDev 15925.232878664829; Max. 78000.0; Min. 1003.0; Valid 72074.0

Variable Format: numeric

Notes: UNF:6:DRiTxsYE6GXpaYZ+qZcyQw==

Label:

Crowd Counting Consortium Phase 1 (2017-2020) Data Dictionary.docx

Text:

data dictionary

application/vnd.openxmlformats-officedocument.wordprocessingml.document