| Theme | proportion |
|---|---|
| WB__FRAGILITY_CONFLICT_AND_VIOLENCE | 72.3404255319149 |
| CRISISLEX_CRISISLEXREC | 63.8297872340426 |
| KILL | 57.4468085106383 |
| GENERAL_GOVERNMENT | 55.3191489361702 |
| LEADER | 55.3191489361702 |
| ARMEDCONFLICT | 51.0638297872340 |
| WB__CONFLICT_AND_VIOLENCE | 51.0638297872340 |
| CRISISLEX_T_DEAD | 46.8085106382979 |
| EPU_CATS_MIGRATION_FEAR_FEAR | 46.8085106382979 |
| TAX_FNCACT_PRESIDENT | 44.6808510638298 |
| USPEC_POLITICS_GENERAL | 42.5531914893617 |
| EPU_POLICY_GOVERNMENT | 38.2978723404255 |
| TERROR | 38.2978723404255 |
| AFFECT | 36.1702127659575 |
| CRISISLEX_C_SAFETY | 34.0425531914894 |
| SOC_GENERALCRIME | 34.0425531914894 |
| WB__PEACE_OPERATIONS_AND_CONFLICT_MANAGEMENT | 34.0425531914894 |
| WB__POLITICAL_VIOLENCE_AND_WAR | 34.0425531914894 |
| CRISISLEX_C_WELLBEING_HEALTH | 31.9148936170213 |
| EPU_CATS_NATIONAL_SECURITY | 31.9148936170213 |
| MEDIA_MSM | 31.9148936170213 |
| WOUND | 31.9148936170213 |
| CRISISLEX_T_INJURED | 27.6595744680851 |
| TAX_FNCACT_OFFICIALS | 27.6595744680851 |
| ACT_MAKESTATEMENT | 25.5319148936170 |
| BAN | 25.5319148936170 |
| CLAIM_CREDIT | 25.5319148936170 |
| WB__TERRORISM | 25.5319148936170 |
| EPU_CATS_MIGRATION_FEAR_MIGRATION | 23.4042553191489 |
| REFUGEES | 23.4042553191489 |
| Theme | proportion |
|---|---|
| LEADER | 71.7770034843206 |
| USPEC_POLITICS_GENERAL | 62.0209059233449 |
| TAX_FNCACT_PRESIDENT | 61.6724738675958 |
| GENERAL_GOVERNMENT | 50.1742160278746 |
| CRISISLEX_CRISISLEXREC | 42.8571428571429 |
| CRISISLEX_C_SAFETY | 39.7212543554007 |
| WB__FRAGILITY_CONFLICT_AND_VIOLENCE | 39.3728222996516 |
| UNGP_FORESTS_RIVERS_OCEANS | 37.9790940766551 |
| EPU_POLICY_GOVERNMENT | 35.5400696864112 |
| ELECTION | 34.1463414634146 |
| MEDIA_MSM | 34.1463414634146 |
| MANMADE_DISASTER_IMPLIED | 33.4494773519164 |
| EPU_ECONOMY_HISTORIC | 31.7073170731707 |
| EPU_CATS_NATIONAL_SECURITY | 31.0104529616725 |
| USPEC_POLICY | 30.6620209059233 |
| ARMEDCONFLICT | 30.3135888501742 |
| WB__PUBLIC_SECTOR_MANAGEMENT | 27.1777003484321 |
| EDUCATION | 25.7839721254355 |
| TAX_FNCACT_SECRETARY | 25.4355400696864 |
| WB__CONFLICT_AND_VIOLENCE | 25.0871080139373 |
| MEDICAL | 24.7386759581882 |
| CRISISLEX_T_UPDATESSYMPATHY | 24.3902439024390 |
| GENERAL_HEALTH | 24.3902439024390 |
| WB__TRADE | 23.3449477351916 |
| EPU_CATS_MIGRATION_FEAR_FEAR | 22.9965156794425 |
| TAX_FNCACT_LEADER | 22.9965156794425 |
| TERROR | 22.6480836236934 |
| WB__PEACE_OPERATIONS_AND_CONFLICT_MANAGEMENT | 21.6027874564460 |
| TAX_FNCACT_LEADERS | 21.2543554006969 |
| WB__JUSTICE | 21.2543554006969 |
| Theme | proportion |
|---|---|
| GENERAL_GOVERNMENT | 68.5459940652819 |
| ARMEDCONFLICT | 67.9525222551929 |
| WB__PUBLIC_SECTOR_MANAGEMENT | 67.9525222551929 |
| CRISISLEX_C_SAFETY | 67.6557863501484 |
| WB__JUSTICE | 63.5014836795252 |
| CRISISLEX_CRISISLEXREC | 61.4243323442137 |
| WB__FRAGILITY_CONFLICT_AND_VIOLENCE | 61.4243323442137 |
| WB__CRIMINAL_JUSTICE | 59.3471810089021 |
| WB__ANTI_CORRUPTION | 57.2700296735905 |
| WB__GOVERNANCE | 57.2700296735905 |
| TRIAL | 56.3798219584570 |
| SECURITY_SERVICES | 56.0830860534125 |
| WB__ANTI_CORRUPTION_AUTHORITIES | 55.7863501483680 |
| WB__INVESTIGATION | 55.7863501483680 |
| TAX_FNCACT_SPOKESMAN | 54.5994065281899 |
| WB__CONFLICT_AND_VIOLENCE | 54.3026706231454 |
| SOC_GENERALCRIME | 51.9287833827893 |
| TAX_FNCACT_POLICE | 51.9287833827893 |
| TAX_FNCACT_CHIEF | 51.6320474777448 |
| WB__TRANSPORT | 51.3353115727003 |
| TAX_FNCACT_AUTHORITIES | 49.2581602373887 |
| WB__TRANSPORT_INFRASTRUCTURE | 45.9940652818991 |
| WB__PEACE_OPERATIONS_AND_CONFLICT_MANAGEMENT | 43.3234421364985 |
| LEADER | 41.8397626112760 |
| WB__PEACEKEEPING | 41.5430267062315 |
| MARITIME | 41.2462908011869 |
| USPEC_POLITICS_GENERAL | 41.2462908011869 |
| WB__POLITICAL_VIOLENCE_AND_WAR | 40.0593471810089 |
| TAX_FNCACT_PRESIDENT | 39.7626112759644 |
| PEACEKEEPING | 39.4658753709199 |
| Organization | proportion |
|---|---|
| Russian Foreign Ministry | 29.78723404255319 |
| Un World Food Programme | 14.89361702127660 |
| Thomson Reuters Foundation | 10.63829787234043 |
| Dnepr Airlines | 8.51063829787234 |
| House Government Oversight Committee | 8.51063829787234 |
| National United Nations Security Council | 8.51063829787234 |
| United Nations | 8.51063829787234 |
| United States | 8.51063829787234 |
| White House | 8.51063829787234 |
| Federation Council | 6.38297872340426 |
| Federation Council Foreign Affairs Committee | 6.38297872340426 |
| Federation Council Speaker Valentina Matviyenko | 6.38297872340426 |
| Foreign Relations Committee | 6.38297872340426 |
| Kenyan Senate National Security | 6.38297872340426 |
| Kenyan Senate Speaker David Ekwee Ethuro | 6.38297872340426 |
| National Assembly | 6.38297872340426 |
| National Assembly Speaker Justin Muturi | 6.38297872340426 |
| African Union | 4.25531914893617 |
| Economic Forum | 4.25531914893617 |
| Gulf Cooperation Council | 4.25531914893617 |
| Roscongress Foundation | 4.25531914893617 |
| Us State Department | 4.25531914893617 |
| Young African Leaders Initiative | 4.25531914893617 |
| Boundaries Commission | 2.12765957446809 |
| Gazprom | 2.12765957446809 |
| National Super Alliance | 2.12765957446809 |
| Russian Federation | 2.12765957446809 |
| Organization | proportion |
|---|---|
| United States | 21.25435540069686 |
| White House | 10.45296167247387 |
| New York Times | 8.01393728222996 |
| Foreign Affairs Principal | 7.66550522648084 |
| Russian Federation | 7.31707317073171 |
| United Nations | 7.31707317073171 |
| European Union | 6.96864111498258 |
| Jomo Kenyatta International Airport | 5.92334494773519 |
| Internet Research Agency | 5.22648083623693 |
| Immigration Department | 4.87804878048780 |
| Wagner Group | 4.87804878048780 |
| Foreign Affairs | 4.18118466898955 |
| Foreign Affairs Cabinet | 4.18118466898955 |
| Agriculture Organisation | 3.83275261324042 |
| Oval Office | 3.83275261324042 |
| Home Affairs | 3.48432055749129 |
| University Of Nairobi | 3.13588850174216 |
| Bloomberg | 2.78745644599303 |
| Central Intelligence Agency | 2.78745644599303 |
| Cnn | 2.78745644599303 |
| Kenya People Union | 2.78745644599303 |
| Kenya National Chamber | 2.43902439024390 |
| National Security Advisor Hr Mcmaster | 2.43902439024390 |
| Russian Embassy | 2.43902439024390 |
| Senate Intelligence Committee | 2.43902439024390 |
| Senate Speaker Kenneth Lusaka | 2.43902439024390 |
| Technology As Africa | 2.43902439024390 |
| United Nations Security Council | 2.43902439024390 |
| Affairs Branch | 2.09059233449477 |
| African Community | 2.09059233449477 |
| Organization | proportion |
|---|---|
| United States | 19.28783382789317 |
| United Nations | 9.19881305637982 |
| Comedy Central | 8.90207715133531 |
| Laundry Service | 8.90207715133531 |
| Papa John Founder Accuses Media Agency | 8.90207715133531 |
| Russian Federation | 8.01186943620178 |
| Yosemite National Park | 8.01186943620178 |
| California Department Of Forestry | 7.12166172106825 |
| 7.12166172106825 | |
| United States Geological Survey Hawaii Volcano Observatory | 7.12166172106825 |
| United Nations Security Council | 6.82492581602374 |
| White House | 6.52818991097923 |
| 5.93471810089021 | |
| Central Bank | 5.34124629080119 |
| National Rifle Association | 5.34124629080119 |
| Norfolk District Attorney Office | 5.34124629080119 |
| Democratic Party | 5.04451038575668 |
| Aeroflot | 4.45103857566766 |
| Cheshire Police | 4.45103857566766 |
| Committee On Defence | 4.45103857566766 |
| Customs Service Of Russia | 4.45103857566766 |
| Diplomatic Academy Of The Russian Foreign Ministry | 4.45103857566766 |
| Federation Council Svetlana Orlova | 4.45103857566766 |
| Foreign Affairs Committee Of The National Assembly | 4.45103857566766 |
| Foreign Service Institute Foreign | 4.45103857566766 |
| International Parliamentary Conference Russia | 4.45103857566766 |
| International Tourism Exhibition | 4.45103857566766 |
| Justice Department On | 4.45103857566766 |
| Kamaz | 4.45103857566766 |
| Kenya Airway | 4.45103857566766 |
| Person | proportion |
|---|---|
| Vladimir Putin | 19.14893617021277 |
| Annalisa Conte | 14.89361702127660 |
| Barack Obama | 12.76595744680851 |
| Dmitry Kobylkin | 10.63829787234043 |
| Jackline Mwende | 10.63829787234043 |
| Naitore Nyamu | 10.63829787234043 |
| Stephen Ngila | 10.63829787234043 |
| Angelina Jolie | 8.51063829787234 |
| Donald Trump | 8.51063829787234 |
| Elijah Cummings | 8.51063829787234 |
| Herald Angelina Jolie | 8.51063829787234 |
| Hillary Clinton | 8.51063829787234 |
| James Comey | 8.51063829787234 |
| Jim Mattis | 8.51063829787234 |
| Michael Flynn | 8.51063829787234 |
| Mike Pence | 8.51063829787234 |
| Sergey Kislyak | 8.51063829787234 |
| Konstantin Kosachev | 6.38297872340426 |
| Uhuru Kenyatta | 6.38297872340426 |
| Abdel Fattah Al-Sisi | 4.25531914893617 |
| Amina Mohamed | 4.25531914893617 |
| John Kerry | 4.25531914893617 |
| Jomo Kenyatta | 4.25531914893617 |
| Muhammadu Buhari | 4.25531914893617 |
| Muigai Kenyatta | 4.25531914893617 |
| Sergey Lavrov | 4.25531914893617 |
| William Ruto | 4.25531914893617 |
| Pope Francis | 2.12765957446809 |
| Raila Odinga | 2.12765957446809 |
| Sergey Yastrzhembsky | 2.12765957446809 |
| Person | proportion |
|---|---|
| Vladimir Putin | 30.31358885017422 |
| Donald Trump | 21.25435540069686 |
| Uhuru Kenyatta | 19.16376306620209 |
| Jomo Kenyatta | 11.49825783972125 |
| Raila Odinga | 11.14982578397213 |
| Macharia Kamau | 8.36236933797909 |
| Jaramogi Oginga Odinga | 7.31707317073171 |
| Dmitry Maksimychev | 6.27177700348432 |
| Joseph Murumbi | 5.92334494773519 |
| Barack Obama | 5.57491289198606 |
| William Attwood | 5.57491289198606 |
| James Comey | 5.22648083623693 |
| Alexander Muteshi | 4.87804878048780 |
| Gilbert Kibe | 4.87804878048780 |
| Yevgeny Prigozhin | 4.87804878048780 |
| Addis Ababa | 4.52961672473868 |
| Hillary Clinton | 4.52961672473868 |
| Achieng Oneko | 4.18118466898955 |
| Rex Tillerson | 4.18118466898955 |
| Paul Manafort | 3.83275261324042 |
| Sergei Lavrov | 3.83275261324042 |
| Monica Juma | 3.48432055749129 |
| William Ruto | 3.48432055749129 |
| Jens Stoltenberg | 3.13588850174216 |
| Fred Matiangi | 2.78745644599303 |
| Fredmatiangi Jboinnet | 2.78745644599303 |
| Ig Joseph Boinett | 2.78745644599303 |
| Jboinnet Fredmatiangi | 2.78745644599303 |
| Julie Gichuru | 2.78745644599303 |
| Julie Gichuru Juliegichuru | 2.78745644599303 |
| Person | proportion |
|---|---|
| Francis Wanjohi | 33.53115727002967 |
| Charles Owino | 32.93768545994065 |
| Hoegh Autoliners | 32.93768545994065 |
| Donald Trump | 23.44213649851632 |
| Barack Obama | 15.13353115727003 |
| Uhuru Kenyatta | 14.83679525222552 |
| Vladimir Putin | 12.46290801186944 |
| Raila Odinga | 10.97922848664688 |
| Robert Mueller | 10.97922848664688 |
| Mike Pompeo | 10.68249258160237 |
| Sarah Obama | 10.68249258160237 |
| Hillary Clinton | 10.08902077151335 |
| Bruce Willis | 8.90207715133531 |
| Demi Moore | 8.90207715133531 |
| John Schnatter | 8.90207715133531 |
| Papa John | 8.90207715133531 |
| Camilla Hudson | 8.01186943620178 |
| Macharia Kamau | 7.41839762611276 |
| Braden Varney | 7.12166172106825 |
| Dong Yaoqiong | 7.12166172106825 |
| Las Vegas | 7.12166172106825 |
| Scott Mclean | 7.12166172106825 |
| Jerome Corsi | 6.52818991097923 |
| Aaron Zelinsky | 6.23145400593472 |
| Andrew Goldstein | 6.23145400593472 |
| Beit Hanoun | 6.23145400593472 |
| Cara Anna | 6.23145400593472 |
| David Gray | 6.23145400593472 |
| David Traub | 6.23145400593472 |
| Emanuel Lopes | 6.23145400593472 |