ICEWS Event Aggregations Read Me

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1 ICEWS Event Aggregations Read Me ICEWS event aggregations are a way to create time series data, typically at a monthly level, out of the ICEWS coded event data (which was automatically extracted from news articles by the BBN ACCENT event coder). Each set of aggregations consists of multiple data parameters, which are ways of aggregating the event data within a given time interval. These data parameters first specify the way events are filtered (e.g., country affiliation, sector affiliation, etc.) and then how they are aggregated (e.g., via count, intensity average) for a given time interval. In this way, numerical data is created out of time series of underlying event data. The data is in CSV (comma-separated value) format, with fields enclosed by quotation marks and separated by commas. The first line of each file is a header, with subsequent lines containing data. The exact number and format of the files vary based on the type of aggregations. Data is presented in multiple files, with a single file covering multiple years; the years contained in the file are encoded in the file name. In all cases, the last year of data is withheld. Monadic Country Aggregations Monadic country aggregation data is contained in one or more files, with each file containing potentially multiple years' worth of data. The fields in the file are defined in the table below. All fields are required. See Appendix A for a list of countries for which monadic country aggregations are available, and the exact text used in the name. Column Number Column Name Description 1 Country Name of the country. See Appendix A for the list of countries for which aggregate data is provided, and the exact text used for their name. 2 ISO UN Code 3 digit numerical ISO UN Code. 1 3 COW Code Numerical Correlates of War country code. 2 4 YEAR Year of the data 5 MONTH Month of the data, starting with 1-Jan to 12-Dec. 6+ Aggregation Name The remaining fields contain the different aggregation values, with one aggregation per field. See the document "ICEWS Events and Aggregations.pdf" for a description of the aggregations. Dyadic Country Aggregations Dyadic country aggregation data is contained in one or more files, with each file containing potentially multiple years' worth of data. All fields are required. See Appendix B for a list of country-pairings for

2 which dyadic country aggregations are available, and the exact text used in the names. Rows for which data values are all zeroes have been omitted from the files in order to minimize the size of the files. Column Number Column Name Description 1 Source Country Name of the country that is the source of the event. 2 Source Country COW Code Numerical Correlates of War country code for the source country of the event. 3 Target Country Name of the country that is the target of the event. 4 Target Country COW Code Numerical Correlates of War country code for the target country of the event. 5 YEAR Year of the data 6 MONTH Month of the data, starting with 1-Jan to 12-Dec. 7+ Aggregation Name The remaining fields contain the different aggregation values, with one aggregation per field. See the document "ICEWS Events and Aggregations.pdf" for a description of the aggregations. Province Aggregations Province aggregation data is contained in one or more files, with each file containing potentially multiple years' worth of data. The fields in the file are defined in the table below. All fields are required. See Appendix C for a list of countries and provinces for which aggregations are available, along with the exact text of the country and province names. Column Number Column Name Description 1 Country Name of the country. See Appendix B for the list of countries for which aggregate data is provided, and the exact text used for their name. 2 Country COW Numerical Correlates of War country code. Code 3 Province Name of the province. See Appendix C for the list of provinces for which aggregate data is provided, and the exact text used in the name. 4 Province ISO codes Alphabetic code of the province, based on the ISO standard. 3 5 YEAR Year of the data 6 MONTH Month of the data, starting with 1-Jan to 12-Dec. 7+ Aggregation Name The remaining fields contain the different aggregation values, with one aggregation per field. See the document "ICEWS Events and Aggregations.pdf" for a description of the aggregations. 3 Note that for the Palestinian Territories, we are aggregating not at a true first administrative division level but simply for the West Bank and also for the Gaza Strip. As we have not found ISO codes for these regions, we have adopted the code of 'PS-WB' for the West Bank and 'PS-GS' for Gaza Strip.

3 Additional Available Documentation The following additional documents are available on the Dataverse Study page for this data. Document ICEWS Events and Aggregations.pdf Description Contents include information on ICEWS concepts related to event aggregations, how aggregations are created, the three types of aggregations (monadic country, dyadic country, provincial), definitions of the specific aggregations in the data files, along with a complete glossary.

4 Appendix A: Countries for Monadic Aggregations The following is a list of the 167 countries for which aggregations are available. Country Name COW Code Afghanistan 700 Albania 339 Algeria 615 Angola 540 Argentina 160 Armenia 371 Australia 900 Austria 305 Azerbaijan 373 Bahamas 31 Bahrain 692 Bangladesh 771 Barbados 53 Belarus 370 Belgium 211 Belize 80 Benin 434 Bhutan 760 Bolivia 145 Bosnia and Herzegovina 346 Botswana 571 Brazil 140 Bulgaria 355 Burkina Faso 439 Burundi 516 Cambodia 811 Cameroon 471 Canada 20 Cape Verde 402 Central African Republic 482 Chad 483 Chile 155 China 710 Colombia 100 Comoros 581 Congo 484 Costa Rica 94 Cote d'ivoire 437 Croatia 344

5 Cuba 40 Cyprus 352 Czech Republic 316 Democratic Republic of Congo 490 Denmark 390 Djibouti 522 Dominican Republic 42 Ecuador 130 Egypt 651 El Salvador 92 Equatorial Guinea 411 Eritrea 531 Estonia 366 Ethiopia 530 Fiji 950 Finland 375 France 220 Gabon 481 Gambia 420 Georgia 372 Germany 255 Ghana 452 Greece 350 Guatemala 90 Guinea 438 Guinea-Bissau 404 Guyana 110 Haiti 41 Honduras 91 Hungary 310 Iceland 395 India 750 Indonesia 850 Iran 630 Iraq 645 Ireland 205 Israel 666 Italy 325 Jamaica 51 Japan 740 Jordan 663 Kazakhstan 705 Kenya 501

6 Kuwait 690 Kyrgyzstan 703 Laos 812 Latvia 367 Lebanon 660 Lesotho 570 Liberia 450 Libya 620 Lithuania 368 Luxembourg 212 Madagascar 580 Malawi 553 Malaysia 820 Mali 432 Mauritania 435 Mauritius 590 Mexico 70 Moldova, Republic of 359 Mongolia 712 Morocco 600 Mozambique 541 Myanmar 775 Namibia 565 Nepal 790 Netherlands 210 New Zealand 920 Nicaragua 93 Niger 436 Nigeria 475 North Korea 731 Norway 385 Oman 698 Pakistan 770 Panama 95 Papua New Guinea 910 Paraguay 150 Peru 135 Philippines 840 Poland 290 Portugal 235 Qatar 694 Romania 360 Russian Federation 365

7 Rwanda 517 Sao Tome and Principe 403 Saudi Arabia 670 Senegal 433 Seychelles 591 Sierra Leone 451 Singapore 830 Slovakia 317 Slovenia 349 Solomon Islands 940 Somalia 520 South Africa 560 South Korea 732 Spain 230 Sri Lanka 780 Sudan 625 Suriname 115 Swaziland 572 Sweden 380 Switzerland 225 Syria 652 Taiwan 713 Tajikistan 702 Tanzania 510 Thailand 800 the former Yugoslav Republic of Macedonia 343 Togo 461 Trinidad and Tobago 52 Tunisia 616 Turkey 640 Turkmenistan 701 Uganda 500 Ukraine 369 United Arab Emirates 696 United Kingdom 200 Uruguay 165 Uzbekistan 704 Venezuela 101 Vietnam 816 Yemen 679 Zambia 551 Zimbabwe 552

8 Appendix B: Country Pairings for Dyadic Aggregations Country pairings involve all possible ordered combinations of source and target countries as follows: Possible source countries are the same set as in Appendix A, with the following additions: Country Name COW Code Andorra 232 Anguilla -1 Antigua and Barbuda 58 Aruba -1 Bermuda 996 British Virgin Islands -1 Brunei 835 Cayman Islands -1 Christmas Island -1 Cocos (Keeling) Islands -1 Cook Island -1 Dominica 54 Falkland Islands -1 Faroe Islands -1 French Guiana -1 French Polynesia -1 Gibraltar -1 Greenland -1 Grenada 55 Guadeloupe -1 Hong Kong -1 Kiribati 946 Kosovo 347 Liechtenstein 223 Macao -1 Maldives 781 Malta 338 Marshall Islands 983 Martinique -1 Micronesia 987 Monaco 221 Montenegro 341 Montserrat -1 Nauru 970 Netherlands Antilles -1 New Caledonia -1 Niue -1

9 Norfolk Island -1 Northern Mariana Islands -1 Occupied Palestinian Territory 997 Palau 986 Pitcairn -1 Puerto Rico -1 Reunion -1 Saint Helena -1 Saint Kitts and Nevis 60 Saint Lucia 56 Saint Pierre and Miquelon -1 Saint Vincent and the Grenadines 57 Samoa 990 San Marino 331 Serbia 995 South Sudan 994 Timor-Leste 860 Tokelau -1 Tonga 955 Turks and Caicos Islands -1 Tuvalu 947 United States 2 Vanuatu 935 Western Sahara 999 Yugoslavia 345 Possible target countries are the same as the source countries in the table above, with the following additions: Country Name COW Code American Samoa -1 Curaçao Guam -1 Holy See 998 Wallis and Futuna -1

10 Appendix C: Countries and Provinces for Province-Level Aggregations The following is the list for which province-level aggregations are available. Country Country COW Code Province Province ISO Code Egypt 651 Al Sharqia EG-SHR Egypt 651 Alexandria EG-ALX Egypt 651 Aswan EG-ASN Egypt 651 Asyut EG-AST Egypt 651 Beheira EG-BH Egypt 651 Beni Suef EG-BNS Egypt 651 Cairo EG-C Egypt 651 Dakahlia EG-DK Egypt 651 Damietta EG-DT Egypt 651 Faiyum EG-FYM Egypt 651 Gharbia EG-GH Egypt 651 Giza EG-GZ Egypt 651 Ismailia EG-IS Egypt 651 Kafr el-sheikh EG-KFS Egypt 651 Luxor EG-LX Egypt 651 Matrouh EG-MT Egypt 651 Minya EG-MN Egypt 651 Monufia EG-MNF Egypt 651 New Valley EG-WAD Egypt 651 North Sinai EG-SIN Egypt 651 Port Said EG-PTS Egypt 651 Qalyubia EG-KB Egypt 651 Qena EG-KN Egypt 651 Red Sea EG-BA Egypt 651 Sohag EG-SHG Egypt 651 South Sinai EG-JS Egypt 651 Suez EG-SUZ Iraq 645 Al Anbar IQ-AN Iraq 645 Al Qadisiyah IQ-QA Iraq 645 Babil IQ-BB Iraq 645 Baghdad IQ-BG Iraq 645 Basra IQ-BA Iraq 645 Dhi Qar IQ-DQ Iraq 645 Diyala IQ-DI Iraq 645 Dohuk IQ-DA Iraq 645 Erbil IQ-AR Iraq 645 Karbala' IQ-KA Iraq 645 Kirkuk IQ-KI Iraq 645 Maysan IQ-MA

11 Iraq 645 Muthanna IQ-MU Iraq 645 Najaf IQ-NA Iraq 645 Nineveh IQ-NI Iraq 645 Saladin IQ-SD Iraq 645 Sulaymaniyah IQ-SU Iraq 645 Wasit IQ-WA Israel 666 Central District IL-M Israel 666 Haifa District IL-HA Israel 666 Jerusalem District IL-JM Israel 666 Northern District IL-Z Israel 666 Southern District IL-D Israel 666 Tel Aviv District IL-TA Jordan 663 Ajloun JO-AJ Jordan 663 Amman JO-AM Jordan 663 Aqaba JO-AQ Jordan 663 Balqa JO-BA Jordan 663 Irbid JO-IR Jordan 663 Jerash JO-JA Jordan 663 Karak JO-KA Jordan 663 Maan JO-MN Jordan 663 Madaba JO-MD Jordan 663 Mafraq JO-MA Jordan 663 Tafilah JO-AT Jordan 663 Zarqa JO-AZ Libya 620 Al Wahat LY-WA Libya 620 Benghazi LY-BA Libya 620 Butnan LY-BU Libya 620 Derna LY-DR Libya 620 Ghat LY-GT Libya 620 Jabal al Akhdar LY-JA Libya 620 Jabal al Gharbi LY-JG Libya 620 Jafara LY-JI Libya 620 Jufra LY-JU Libya 620 Kufra LY-KF Libya 620 Marj LY-MJ Libya 620 Misrata LY-MI Libya 620 Murqub LY-MB Libya 620 Murzuq LY-MQ Libya 620 Nalut LY-NL Libya 620 Nuqat al Khams LY-NQ Libya 620 Sabha LY-SB Libya 620 Sirte LY-SR Libya 620 Tripoli LY-TB

12 Libya 620 Wadi al Hayaa LY-WD Libya 620 Wadi al Shatii LY-WS Libya 620 Zawiya LY-ZA Occupied Palestinian Territory 997 Gaza Strip PS-GS Occupied Palestinian Territory 997 West Bank PS-WB Saudi Arabia 670 Al Bahah SA-11 Saudi Arabia 670 Al Jawf SA-12 Saudi Arabia 670 Al Madinah SA-03 Saudi Arabia 670 Al Qasim SA-05 Saudi Arabia 670 Al Riyad SA-01 Saudi Arabia 670 Asir SA-14 Saudi Arabia 670 Eastern Province SA-04 Saudi Arabia 670 Ha'il SA-06 Saudi Arabia 670 Jizan SA-09 Saudi Arabia 670 Makkah SA-02 Saudi Arabia 670 Najran SA-10 Saudi Arabia 670 Northern Borders SA-08 Saudi Arabia 670 Tabuk SA-07 Syria 652 Al-Hasakah SY-HA Syria 652 Al-Raqqah SY-RA Syria 652 Al-Suwayda SY-SU Syria 652 Aleppo SY-HL Syria 652 Damascus SY-DI Syria 652 Daraa SY-DR Syria 652 Deir ez-zor SY-DY Syria 652 Hama SY-HM Syria 652 Homs SY-HI Syria 652 Idlib SY-ID Syria 652 Latakia SY-LA Syria 652 Quneitra SY-QU Syria 652 Rif Dimashq SY-RD Syria 652 Tartus SY-TA Yemen 679 Abyan YE-AB Yemen 679 Adan YE-AD Yemen 679 Al Bayda' YE-BA Yemen 679 Al Dali YE-DA Yemen 679 Al Hudaydah YE-HU Yemen 679 Al Jawf YE-JA Yemen 679 Al Mahrah YE-MR Yemen 679 Al Mahwit YE-MW Yemen 679 Amanat Al Asimah YE-SA

13 / Sana'a City Yemen 679 Amran YE-AM Yemen 679 Dhamar YE-DH Yemen 679 Hadhramaut YE-HD Yemen 679 Hajjah YE-HJ Yemen 679 Ibb YE-IB Yemen 679 Lahij YE-LA Yemen 679 Ma'rib YE-MA Yemen 679 Raymah YE-RA Yemen 679 Sada YE-SD Yemen 679 Sana'a (Governorate) YE-SN Yemen 679 Shabwah YE-SH Yemen 679 Ta`izz YE-TA

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