ICEWS Coded Event Data (doi:10.7910/DVN/28075)

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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:

ICEWS Coded Event Data

Identification Number:

doi:10.7910/DVN/28075

Distributor:

Harvard Dataverse

Date of Distribution:

2015-03-27

Version:

37

Bibliographic Citation:

Boschee, Elizabeth; Lautenschlager, Jennifer; O'Brien, Sean; Shellman, Steve; Starz, James; Ward, Michael, 2015, "ICEWS Coded Event Data", https://doi.org/10.7910/DVN/28075, Harvard Dataverse, V37, UNF:6:NOSHB7wyt0SQ8sMg7+w38w== [fileUNF]

Study Description

Citation

Title:

ICEWS Coded Event Data

Identification Number:

doi:10.7910/DVN/28075

Authoring Entity:

Boschee, Elizabeth (BBN Technologies)

Lautenschlager, Jennifer (Lockheed Martin)

O'Brien, Sean (DARPA)

Shellman, Steve (Strategic Analysis Enterprises, Inc.)

Starz, James (Lockheed Martin)

Ward, Michael (Duke University)

Producer:

Leidos, Inc.

Date of Production:

2015

Distributor:

Harvard Dataverse

Distributor:

Harvard Dataverse Network

Access Authority:

Grace Scarborough

Date of Deposit:

2015-03

Date of Distribution:

2015-03

Holdings Information:

https://doi.org/10.7910/DVN/28075

Study Scope

Keywords:

Social Sciences

Abstract:

These data consist of coded interactions between socio-political actors (i.e., cooperative or hostile actions between individuals, groups, sectors and nation states). Events are automatically identified and extracted from news articles by the BBN ACCENT event coder. These events are essentially triples consisting of a source actor, an event type (according to the CAMEO taxonomy of events), and a target actor. Geographical-temporal metadata are also extracted and associated with the relevant events within a news article. THE ICEWS DATA WAS DISCONTINUED ON 11 APRIL 2023. A COMPLETELY NEW, BUT RELATED DATASET, POLECAT, CAN BE FOUND AT <a href="https://doi.org/10.7910/DVN/AJGVIT">doi.org/10.7910/DVN/AJGVIT</a>.

Time Period:

1995-01-01-2014-02-28

Geographic Coverage:

Worldwide

Notes:

We are unable to provide the story text from which events are extracted or the URLs due to licensing restrictions.

Methodology and Processing

Sources Statement

Data Access

Restrictions:

RESTRICTIONS ON USE: THESE MATERIALS ARE SUBJECT TO COPYRIGHT PROTECTION AND MAY ONLY BE USED AND COPIED FOR RESEARCH AND EDUCATIONAL PURPOSES. THE MATERIALS MAY NOT BE USED OR COPIED FOR ANY COMMERCIAL PURPOSES. © 2015 Lockheed Martin Corporation and BBN-Raytheon. All rights reserved.

Disclaimer:

DISCLAIMER: THE MATERIALS ARE PROVIDED ON AN AS-IS BASIS, WITH NO WARRANTIES OR GUARANTIES OF ANY KIND. THE OWNERS WILL NOT BE LIABLE FOR ANY DAMAGES ARISING FROM YOUR USE OF THE M ATERIALS. ALL USE OF THE MATERIALS IS ENTIRELY AT YOUR OWN RISK.

Notes:

This dataset is made available with limited information on how it can be used. You may wish to communicate with the Contact(s) specified before use.

Other Study Description Materials

Related Publications

Citation

Title:

Shilliday, A., and Lautenschlager, J. Data for a Global ICEWS and Ongoing Research. 2nd International Conference on Cross-Cultural Decision Making: Focus 2012.

Bibliographic Citation:

Shilliday, A., and Lautenschlager, J. Data for a Global ICEWS and Ongoing Research. 2nd International Conference on Cross-Cultural Decision Making: Focus 2012.

File Description--f3230818

File: events.2015.20180710092545.tab

  • Number of cases: 955349

  • No. of variables per record: 20

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

Notes:

UNF:6:tnA+AIB7BPaZUt9NIjiO7w==

Event data from 2015. Purely US domestic are excluded from the data set.

File Description--f3230819

File: events.2016.20180710092843.tab

  • Number of cases: 787612

  • No. of variables per record: 20

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

Notes:

UNF:6:dddIA+DxNaLjOXfN/uA/AA==

Event data from 2016. Purely US domestic are excluded from the data set.

Variable Description

List of Variables:

Variables

Event ID

f3230818 Location:

Summary Statistics: StDev 4612498.733354172; Max. 3.237187E7; Mean 2.727217207241576E7; Min. 2.2329438E7; Valid 955349.0

Variable Format: numeric

Notes: UNF:6:hVoIRWBZ8wM3CSi3v9Z8mg==

Event Date

f3230818 Location:

Variable Format: character

Notes: UNF:6:dqeBsNrGVAhGHF10opKS+g==

Source Name

f3230818 Location:

Variable Format: character

Notes: UNF:6:3su35wZHibrZKxct4EkIDQ==

Source Sectors

f3230818 Location:

Variable Format: character

Notes: UNF:6:bXbailDi/PxBE8Ps+UJNQg==

Source Country

f3230818 Location:

Variable Format: character

Notes: UNF:6:Yvavz1pYtSO7n2v0hTa5LQ==

Event Text

f3230818 Location:

Variable Format: character

Notes: UNF:6:xNye0U0TES/VgU7rEX8MYQ==

CAMEO Code

f3230818 Location:

Summary Statistics: Max. 2042.0; Mean 98.50985032696686; Min. 10.0; StDev 202.19974200688637; Valid 955349.0

Variable Format: numeric

Notes: UNF:6:fEHT2a2yGCKthU45HKF3mQ==

Intensity

f3230818 Location:

Summary Statistics: Valid 955349.0; Max. 10.0; Mean -0.3680454996034292; Min. -10.0; StDev 4.6179922787656436

Variable Format: numeric

Notes: UNF:6:1qcmuPk8HQ+cp891GC2I3w==

Target Name

f3230818 Location:

Variable Format: character

Notes: UNF:6:Sn7R4CPSJPQ5fT+9idSIhg==

Target Sectors

f3230818 Location:

Variable Format: character

Notes: UNF:6:43nqkwuOu+6t0Vfj5oGBMQ==

Target Country

f3230818 Location:

Variable Format: character

Notes: UNF:6:t9Jb9C0lkKp0m/2hPurUPw==

Story ID

f3230818 Location:

Summary Statistics: Min. 3.6285673E7; Max. 4.0108825E7; StDev 1126325.1191146162; Mean 3.827364501505193E7; Valid 955349.0;

Variable Format: numeric

Notes: UNF:6:sIsMIVDBtUxj1HfTcJkR0w==

Sentence Number

f3230818 Location:

Summary Statistics: Max. 6.0; Min. 1.0; StDev 1.6943989409765698; Valid 955349.0; Mean 2.9751368348111185

Variable Format: numeric

Notes: UNF:6:Eq+g27vZcvNMS/TJiGeGaQ==

Publisher

f3230818 Location:

Variable Format: character

Notes: UNF:6:UqOFEJKKWVgbHS/WoeLp9A==

City

f3230818 Location:

Variable Format: character

Notes: UNF:6:a5Sbs7arAipsbeGUWbTcnw==

District

f3230818 Location:

Variable Format: character

Notes: UNF:6:iJoZeul4aXqolFL+/QC+5g==

Province

f3230818 Location:

Variable Format: character

Notes: UNF:6:s4pEGCjQ+Un6eCSJKdfTSQ==

Country

f3230818 Location:

Variable Format: character

Notes: UNF:6:1AgUr+PJGbB+zMGWCWNCKQ==

Latitude

f3230818 Location:

Summary Statistics: Mean 26.733369292048994; Min. -90.0; StDev 21.764540135794395; Valid 954882.0; Max. 78.1571;

Variable Format: numeric

Notes: UNF:6:aVKN8kI1C7O5I8KnjILkng==

Longitude

f3230818 Location:

Summary Statistics: StDev 54.85804377093527; Min. -179.667; Max. 179.367; Valid 954882.0; Mean 37.4828506888813

Variable Format: numeric

Notes: UNF:6:yeQWumxkcD/kXrlQUkJ9PQ==

Event ID

f3230819 Location:

Summary Statistics: Mean 3.0814815953586873E7; Max. 3.154495E7; StDev 426310.33890118485; Min. 3.0086644E7; Valid 787612.0

Variable Format: numeric

Notes: UNF:6:jGQ+X0Grsu5UkINYY+lKZA==

Event Date

f3230819 Location:

Variable Format: character

Notes: UNF:6:pAtUdTWqJdJhiak2S7eCEw==

Source Name

f3230819 Location:

Variable Format: character

Notes: UNF:6:MgxCck8zIfx1Oqkz80rffg==

Source Sectors

f3230819 Location:

Variable Format: character

Notes: UNF:6:5j4jEvDqSXrPzXsyCIBD8A==

Source Country

f3230819 Location:

Variable Format: character

Notes: UNF:6:uJlrxTnHucw2kn7fAgck1A==

Event Text

f3230819 Location:

Variable Format: character

Notes: UNF:6:F+/6pEI3jWj3dSOMLSWaRQ==

CAMEO Code

f3230819 Location:

Summary Statistics: Valid 787612.0; StDev 209.23884746910485; Min. 10.0; Max. 2042.0; Mean 101.69462755773606

Variable Format: numeric

Notes: UNF:6:wxSKydea3WREKu+5kw/05g==

Intensity

f3230819 Location:

Summary Statistics: Mean -0.41070146214152975; Valid 787612.0; Max. 10.0; StDev 4.53948504359229; Min. -10.0

Variable Format: numeric

Notes: UNF:6:bKcEcGETGkzxQcyCWX81WA==

Target Name

f3230819 Location:

Variable Format: character

Notes: UNF:6:FUzqsiY8xo16hbDVCF0dTA==

Target Sectors

f3230819 Location:

Variable Format: character

Notes: UNF:6:Fo4B2podQaTsTcoATA/vRw==

Target Country

f3230819 Location:

Variable Format: character

Notes: UNF:6:Kh7dCUXKfD4fp3/asdHWWA==

Story ID

f3230819 Location:

Summary Statistics: Mean 4.148695333472631E7; Valid 787612.0; Max. 4.3251305E7; StDev 909469.9792591283; Min. 3.9981043E7

Variable Format: numeric

Notes: UNF:6:lm53o5yES7ajNg3CuFxc3g==

Sentence Number

f3230819 Location:

Summary Statistics: Mean 2.917360324626608; StDev 1.699584455506823; Min. 1.0; Max. 6.0; Valid 787612.0

Variable Format: numeric

Notes: UNF:6:w24pBs4tWS8wHoCGZ0sG/g==

Publisher

f3230819 Location:

Variable Format: character

Notes: UNF:6:LtAxTyh0xlFR9VzfRfMigA==

City

f3230819 Location:

Variable Format: character

Notes: UNF:6:pGtXW2NLfu+RdtFgsy2mwQ==

District

f3230819 Location:

Variable Format: character

Notes: UNF:6:gmqeKY39b3PHykFdRBh0cw==

Province

f3230819 Location:

Variable Format: character

Notes: UNF:6:S4PhAZUgweBB17zKAE8MPA==

Country

f3230819 Location:

Variable Format: character

Notes: UNF:6:qtIupvXLcyKaj8SnvkBLMg==

Latitude

f3230819 Location:

Summary Statistics: Min. -90.0; Mean 26.81853581945603; StDev 22.20539429348178; Max. 78.1571; Valid 787553.0

Variable Format: numeric

Notes: UNF:6:MQgjlV6woZjrB7jtc4YOKg==

Longitude

f3230819 Location:

Summary Statistics: StDev 57.67832543761411; Min. -177.917; Max. 179.45; Valid 787553.0; Mean 41.494706245739096

Variable Format: numeric

Notes: UNF:6:GK5WPtzB7ywAzUG2oCnYaA==

Other Study-Related Materials

Label:

20230106-icews-events.tab.zip

Text:

Weekly Events Data from 01/01/2023 to 01/03/2023.

Notes:

application/zip

Other Study-Related Materials

Label:

20230108-icews-events.zip

Text:

Weekly Events Data from 01/03/2023 to 01/09/2023 with extra historical events.

Notes:

application/zip

Other Study-Related Materials

Label:

20230115-icews-events.zip

Text:

Weekly Events Data from 01/09/2023 to 01/16/2023 with extra historical events.

Notes:

application/zip

Other Study-Related Materials

Label:

20230122-icews-events.zip

Text:

Weekly Events Data from 0/16/2023 to 01/23/2023 with extra historical events.

Notes:

application/zip

Other Study-Related Materials

Label:

20230129-icews-events.zip

Text:

Weekly Events Data from 01/23/2023 to 01/30/2023 with extra historical events.

Notes:

application/zip

Other Study-Related Materials

Label:

20230205-icews-events.zip

Text:

Weekly Events Data from 01/30/2023 to 02/06/2023 with extra historical events.

Notes:

application/zip

Other Study-Related Materials

Label:

20230212-icews-events.zip

Text:

Weekly Events Data from 02/06/2023 to 02/13/2023 with extra historical events.

Notes:

application/zip

Other Study-Related Materials

Label:

20230219-icews-events.zip

Text:

Weekly Events Data from 02/13/2023 to 02/20/2023 with extra historical events.

Notes:

application/zip

Other Study-Related Materials

Label:

20230226-icews-events.zip

Text:

Weekly Events Data from 02/20/2023 to 02/27/2023 with extra historical events.

Notes:

application/zip

Other Study-Related Materials

Label:

20230305-icews-events.zip

Text:

Weekly Events Data from 02/27/2023 to 03/06/2023 with extra historical events.

Notes:

application/zip

Other Study-Related Materials

Label:

20230312-icews-events.zip

Text:

Weekly Events Data from 02/06/2023 to 02/13/2023 with extra historical events.

Notes:

application/zip

Other Study-Related Materials

Label:

20230319-icews-events.zip

Text:

Weekly Events Data from 03/13/2023 to 03/20/2023 with extra historical events.

Notes:

application/zip

Other Study-Related Materials

Label:

20230326-icews-events.zip

Text:

Weekly Events Data from 03/20/2023 to 03/27/2023 with extra historical events.

Notes:

application/zip

Other Study-Related Materials

Label:

20230402-icews-events.zip

Text:

Weekly Events Data from 03/27/2023 to 04/03/2023 with extra historical events.

Notes:

application/zip

Other Study-Related Materials

Label:

20230409-icews-events.zip

Text:

Weekly Events Data from 04/03/2023 to 04/10/2023 with extra historical events.

Notes:

application/zip

Other Study-Related Materials

Label:

BBN ACCENT Event Coding Evaluation.updated v01.pdf

Text:

Details the evaluation of the event coding that creates the event data. This latest version adds assessments for recall, and machine translation.

Notes:

application/pdf

Other Study-Related Materials

Label:

CAMEO.CDB.09b5.pdf

Text:

CAMEO -- Conflict and Mediation Event Observations -- is a coding scheme developed by Philip A. Schrodt in conjunction with third-party mediation. It is used in ICEWS for the taxonomy of of events, referenced in the Event Text field. The 0.9b5 version (September 2007) version used can be found online here: http://eventdata.parusanalytics.com/cameo.dir/CAMEO.CDB.09b5.pdf

Notes:

application/pdf

Other Study-Related Materials

Label:

changes.txt

Text:

Changes since the last update.

Notes:

text/plain

Other Study-Related Materials

Label:

events.1995.20150313082510.tab.zip

Text:

Event data from 1995. Purely US domestic are excluded from the data set.

Notes:

application/zip

Other Study-Related Materials

Label:

events.1996.20150313082528.tab.zip

Text:

Event data from 1996. Purely US domestic are excluded from the data set.

Notes:

application/zip

Other Study-Related Materials

Label:

events.1997.20150313082554.tab.zip

Text:

Event data from 1997. Purely US domestic are excluded from the data set.

Notes:

application/zip

Other Study-Related Materials

Label:

events.1998.20150313082622.tab.zip

Text:

Event data from 1998. Purely US domestic are excluded from the data set.

Notes:

application/zip

Other Study-Related Materials

Label:

events.1999.20150313082705.tab.zip

Text:

Event data from 1999. Purely US domestic are excluded from the data set.

Notes:

application/zip

Other Study-Related Materials

Label:

events.2000.20150313082808.tab.zip

Text:

Event data from 2000. Purely US domestic are excluded from the data set.

Notes:

application/zip

Other Study-Related Materials

Label:

events.2001.20150313082922.tab.zip

Text:

Event data from 2001. Purely US domestic are excluded from the data set.

Notes:

application/zip

Other Study-Related Materials

Label:

events.2002.20150313083053.tab.zip

Text:

Event data from 2002. Purely US domestic are excluded from the data set.

Notes:

application/zip

Other Study-Related Materials

Label:

events.2003.20150313083228.tab.zip

Text:

Event data from 2003. Purely US domestic are excluded from the data set.

Notes:

application/zip

Other Study-Related Materials

Label:

events.2004.20150313083407.tab.zip

Text:

Event data from 2004. Purely US domestic are excluded from the data set.

Notes:

application/zip

Other Study-Related Materials

Label:

events.2005.20150313083555.tab.zip

Text:

Event data from 2005. Purely US domestic are excluded from the data set.

Notes:

application/zip

Other Study-Related Materials

Label:

events.2006.20150313083752.tab.zip

Text:

Event data from 2006. Purely US domestic are excluded from the data set.

Notes:

application/zip

Other Study-Related Materials

Label:

events.2007.20150313083959.tab.zip

Text:

Event data from 2007. Purely US domestic are excluded from the data set.

Notes:

application/zip

Other Study-Related Materials

Label:

events.2008.20150313084156.tab.zip

Text:

Event data from 2008. Purely US domestic are excluded from the data set.

Notes:

application/zip

Other Study-Related Materials

Label:

events.2009.20150313084349.tab.zip

Text:

Event data from 2009. Purely US domestic are excluded from the data set.

Notes:

application/zip

Other Study-Related Materials

Label:

events.2010.20150313084533.tab.zip

Text:

Event data from 2010. Purely US domestic are excluded from the data set.

Notes:

application/zip

Other Study-Related Materials

Label:

events.2011.20150313084656.tab.zip

Text:

Event data from 2011. Purely US domestic are excluded from the data set.

Notes:

application/zip

Other Study-Related Materials

Label:

events.2012.20150313084811.tab.zip

Text:

Event data from 2012. Purely US domestic are excluded from the data set.

Notes:

application/zip

Other Study-Related Materials

Label:

events.2013.20150313084929.tab.zip

Text:

Event data from 2013. Purely US domestic are excluded from the data set.

Notes:

application/zip

Other Study-Related Materials

Label:

events.2014.20160121105408.tab

Text:

Events for all of 2014. Strictly US domestic events are not included.

Notes:

text/tab-separated-values

Other Study-Related Materials

Label:

Events.2017.20201119.zip

Text:

Event Data for 2017. Purely US domestic events are omitted.

Notes:

application/zip

Other Study-Related Materials

Label:

events.2018.20200427084805.tab

Text:

Event data for 2018. Purely US domestic events are omitted.

Notes:

text/tsv

Other Study-Related Materials

Label:

events.2019.20200427085336.tab

Text:

Event data for 2019. Purely US domestic events are omitted.

Notes:

text/tsv

Other Study-Related Materials

Label:

events.2020.20220623.tab.zip

Text:

Event data from 2020. Purely US domestic are excluded from the data set.

Notes:

application/zip

Other Study-Related Materials

Label:

events.2021.20220623.tab.zip

Text:

Event data from 2021. Purely US domestic are excluded from the data set.

Notes:

application/zip

Other Study-Related Materials

Label:

events.2022.20230106.tab.zip

Text:

Event data from 2022. Purely US domestic are excluded from the data set.

Notes:

application/zip

Other Study-Related Materials

Label:

ICEWS Coded Event Data Read Me.pdf

Text:

This file explains the format of the data, along with general notes on its usage.

Notes:

application/pdf

Other Study-Related Materials

Label:

ICEWS Events and Aggregations.pdf

Text:

Section 1 of this document explains the concepts related to ICEWS event data. Also of potential interest is the glossary in Appendix F.

Notes:

application/pdf

Other Study-Related Materials

Label:

ICEWS Expanded CAMEO Annotation Guidelines.pdf

Text:

Created by Raytheon BBN Technologies (the developers of the BBN ACCENT event coder), this document augments the CAMEO codebook with more specific details and examples as to events are coded.

Notes:

application/pdf