| Theme | proportion |
|---|---|
| LEADER | 62.9417255634085 |
| USPEC_POLITICS_GENERAL | 54.2939058541139 |
| TAX_FNCACT_PRESIDENT | 51.7335644752634 |
| EPU_ECONOMY_HISTORIC | 44.9859981330844 |
| UNGP_FORESTS_RIVERS_OCEANS | 44.8693159087878 |
| EPU_ECONOMY | 38.9318575810108 |
| TAX_FNCACT_MINISTER | 36.6748899853314 |
| GENERAL_GOVERNMENT | 36.3648486464862 |
| WB__TRADE | 36.0248033071076 |
| WB__PUBLIC_SECTOR_MANAGEMENT | 31.4475263368449 |
| USPEC_POLICY | 30.9507934391252 |
| WB__TRANSPORT | 28.7204960661422 |
| WB__FRAGILITY_CONFLICT_AND_VIOLENCE | 27.2269635951460 |
| CRISISLEX_C_SAFETY | 26.7835711428190 |
| WB__INFORMATION_AND_COMMUNICATION_TECHNOLOGIES | 24.2432324309908 |
| TAX_FNCACT_LEADERS | 22.6430190692092 |
| WB__DIGITAL_GOVERNMENT | 22.3129750633418 |
| ARMEDCONFLICT | 21.8762501666889 |
| EPU_POLICY_POLITICAL | 21.5462061608214 |
| EDUCATION | 21.5095346046139 |
| EPU_POLICY_GOVERNMENT | 21.0261368182424 |
| WB__TRANSPORT_INFRASTRUCTURE | 20.1126816908921 |
| CRISISLEX_CRISISLEXREC | 19.8959861314842 |
| TAX_FNCACT_PRIME_MINISTER | 19.7492999066542 |
| WB__PRIVATE_SECTOR_DEVELOPMENT | 19.6492865715429 |
| WB__PEACE_OPERATIONS_AND_CONFLICT_MANAGEMENT | 19.1058807841045 |
| TAX_FNCACT_OFFICIAL | 17.9490598746500 |
| EPU_CATS_NATIONAL_SECURITY | 16.0654753967196 |
| TAX_FNCACT_DEPUTY | 15.7554340578744 |
| SCIENCE | 15.2987064941992 |
| Theme | proportion |
|---|---|
| LEADER | 60.8210367007189 |
| TAX_FNCACT_PRESIDENT | 48.6757472569050 |
| USPEC_POLITICS_GENERAL | 47.3893303064699 |
| TAX_FNCACT_MINISTER | 35.9345440786985 |
| WB__FRAGILITY_CONFLICT_AND_VIOLENCE | 35.3007945516459 |
| GENERAL_GOVERNMENT | 35.1872871736663 |
| EPU_ECONOMY_HISTORIC | 34.5062429057889 |
| UNGP_FORESTS_RIVERS_OCEANS | 32.7657964434355 |
| WB__PUBLIC_SECTOR_MANAGEMENT | 31.1483163072266 |
| CRISISLEX_C_SAFETY | 29.6916382898222 |
| CRISISLEX_CRISISLEXREC | 28.3863034430571 |
| USPEC_POLICY | 28.1876655315929 |
| ARMEDCONFLICT | 27.8187665531593 |
| MEDIA_MSM | 27.5444570563753 |
| EPU_ECONOMY | 26.4945138100643 |
| SANCTIONS | 25.1608021188044 |
| WB__TRADE | 24.6500189178963 |
| WB__PEACE_OPERATIONS_AND_CONFLICT_MANAGEMENT | 23.2217177449868 |
| WB__TRANSPORT | 21.3677639046538 |
| EPU_CATS_NATIONAL_SECURITY | 19.8164964055997 |
| TAX_FNCACT_OFFICIAL | 19.1827468785471 |
| TAX_FNCACT_DEPUTY | 18.6530457813091 |
| MANMADE_DISASTER_IMPLIED | 18.6057510404843 |
| WB__INFORMATION_AND_COMMUNICATION_TECHNOLOGIES | 18.5679152478244 |
| WB__JUSTICE | 18.4544078698449 |
| WB__CONFLICT_AND_VIOLENCE | 18.1138857359062 |
| TAX_FNCACT_LEADERS | 17.1869088157397 |
| EPU_POLICY_GOVERNMENT | 17.1490730230798 |
| EPU_POLICY_POLITICAL | 16.7612561483163 |
| WB__ENERGY_AND_EXTRACTIVES | 16.4018161180477 |
| Theme | proportion |
|---|---|
| LEADER | 72.7024927246152 |
| USPEC_POLITICS_GENERAL | 64.8319089819729 |
| TAX_FNCACT_PRESIDENT | 63.4295044837440 |
| WB__FRAGILITY_CONFLICT_AND_VIOLENCE | 55.7129877141465 |
| GENERAL_GOVERNMENT | 53.6153066196126 |
| CRISISLEX_C_SAFETY | 49.6293174964775 |
| CRISISLEX_CRISISLEXREC | 48.4323356289751 |
| ARMEDCONFLICT | 45.1521575960285 |
| WB__PUBLIC_SECTOR_MANAGEMENT | 44.1342621245441 |
| UNGP_FORESTS_RIVERS_OCEANS | 42.1603613331402 |
| EPU_CATS_NATIONAL_SECURITY | 40.5617518863328 |
| EPU_ECONOMY_HISTORIC | 39.6676367179784 |
| USPEC_POLICY | 39.6478845419470 |
| WB__PEACE_OPERATIONS_AND_CONFLICT_MANAGEMENT | 39.0105476620008 |
| TAX_FNCACT_MINISTER | 35.4130180008164 |
| MEDIA_MSM | 34.0948894536548 |
| SANCTIONS | 33.8262598596279 |
| WB__CONFLICT_AND_VIOLENCE | 33.0717267352287 |
| TAX_FNCACT_OFFICIALS | 32.6859008967488 |
| EPU_POLICY_GOVERNMENT | 32.3053423052106 |
| EPU_ECONOMY | 31.4415138067710 |
| MANMADE_DISASTER_IMPLIED | 31.0820242029997 |
| WB__JUSTICE | 28.1968896906809 |
| WB__INFORMATION_AND_COMMUNICATION_TECHNOLOGIES | 28.1560685268827 |
| TAX_FNCACT_SECRETARY | 27.5160980234656 |
| WB__TRADE | 25.9793787282232 |
| WB__DIGITAL_GOVERNMENT | 25.5500981024743 |
| TAX_FNCACT_LEADER | 24.9930867383890 |
| EPU_CATS_MIGRATION_FEAR_FEAR | 24.9219789046760 |
| TAX_FNCACT_OFFICIAL | 24.8047826602231 |
| Organization | proportion |
|---|---|
| United States | 20.372716362181624 |
| Eurasian Economic Union | 15.162021602880385 |
| United Nations Security Council | 8.344445926123484 |
| United Nations | 7.614348579810641 |
| Central Committee | 3.873849846646220 |
| European Union | 3.540472062941725 |
| Party Of China | 3.373783171089478 |
| Foreign Ministry | 3.147086278170423 |
| Chinese Academy Of Social Sciences | 2.660354713961862 |
| Asian Infrastructure Investment Bank | 2.453660488065075 |
| Eastern Economic Forum | 2.250300040005334 |
| White House | 2.010268035738098 |
| World Trade Organization | 1.940258701160155 |
| National Congress | 1.813575143352447 |
| Forum For International Cooperation | 1.780237364981998 |
| Chinese Foreign Ministry | 1.613548473129751 |
| Russia Media Exchange Year | 1.583544472596346 |
| Gazprom | 1.560208027737032 |
| People Liberation Army | 1.460194692625683 |
| Russian Federation | 1.446859581277504 |
| Administration Of Customs | 1.343512468329111 |
| Development Bank | 1.320176023469796 |
| China Institute Of International | 1.310174689958661 |
| Ministry Of Commerce | 1.233497799706628 |
| Chinese People Liberation Army | 1.153487131617549 |
| Eurasia Economic Union | 1.020136018135751 |
| China Institutes Of Contemporary International Relations | 1.003467128950527 |
| China National Petroleum Corp | 0.993465795439392 |
| Reform Commission | 0.990132017602347 |
| Chinese Navy | 0.963461794905987 |
| Organization | proportion |
|---|---|
| United States | 29.26598562239879 |
| United Nations Security Council | 8.77790389708665 |
| European Union | 7.40635641316686 |
| Gazprom | 6.19561104805146 |
| Eurasian Economic Union | 4.82406356413167 |
| White House | 4.33219825955354 |
| United Nations | 4.26598562239879 |
| Russian Foreign Ministry | 3.03632236095346 |
| International Atomic Energy Agency | 2.68634127884979 |
| Russian Federation | 2.62012864169504 |
| Foreign Ministry | 2.44040862656073 |
| Rosneft | 2.41203178206583 |
| Chinese Foreign Ministry | 2.09042754445706 |
| Energy Daily | 1.93908437381763 |
| Energy Newswire | 1.93908437381763 |
| Kazakhstan Oil Gas Weekly | 1.93908437381763 |
| Russia Health Pharmaceuticals | 1.93908437381763 |
| Russia Press | 1.93908437381763 |
| Telecom Weekly | 1.93908437381763 |
| China National Petroleum Corporation | 1.76882330684828 |
| Russian Defense Ministry | 1.71206961785849 |
| Nuclear Forces Treaty | 1.56072644721907 |
| Eastern Economic Forum | 1.48505486189936 |
| World Health Organization | 1.48505486189936 |
| Carnegie-Tsinghua Center | 1.47559591373439 |
| China Development Bank | 1.41884222474461 |
| Aeroflot | 1.12561483163072 |
| China National Petroleum Corp | 1.11615588346576 |
| Russian Academy Of Sciences | 1.11615588346576 |
| Russian Navy | 1.11615588346576 |
| Organization | proportion |
|---|---|
| United States | 55.08486851634822 |
| White House | 14.79174622404235 |
| United Nations Security Council | 14.34007979879117 |
| United Nations | 13.49205304117670 |
| European Union | 11.43387629870557 |
| International Atomic Energy Agency | 3.76739837505432 |
| Chinese Foreign Ministry | 3.63308357804085 |
| New York Times | 2.95492553429636 |
| Foreign Ministry | 2.62045535349811 |
| Huawei | 2.00155383784780 |
| People Liberation Army | 1.91201063983882 |
| Gazprom | 1.80271526579845 |
| Chinese Communist Party | 1.60914394069080 |
| National United Nations Security Council | 1.51960074268182 |
| International Criminal Court | 1.48536363756074 |
| Eurasian Economic Union | 1.47877957888361 |
| Nuclear Forces Treaty | 1.43664160334997 |
| Russian Federation | 1.41952305078943 |
| Bloomberg | 1.28784187724681 |
| Rosneft | 1.26282245427371 |
| World Health Organization | 1.23121897262348 |
| Nuclear Forces | 1.17196244452931 |
| United Nations Security Council On | 1.15352708023334 |
| World Bank | 1.14957664502706 |
| Democratic Party | 1.14825983329163 |
| World Trade Organization | 1.05213257660552 |
| Boeing | 1.04028127098669 |
| Defense Department | 1.03238040057413 |
| 1.02711315363243 | |
| Senate Armed Services Committee | 1.02711315363243 |
| Person | proportion |
|---|---|
| Vladimir Putin | 32.007601013468459 |
| Li Keqiang | 10.484731297506334 |
| Dmitry Medvedev | 9.961328177090278 |
| Wang Yi | 7.270969462595013 |
| Donald Trump | 6.327510334711295 |
| Xi Jinping | 3.293772503000400 |
| Li Hui | 2.940392052273637 |
| Sergei Lavrov | 2.847046272836378 |
| Barack Obama | 2.170289371916255 |
| Yang Jiechi | 1.726896919589279 |
| Sergey Lavrov | 1.663555140685425 |
| Xinhua Xie Huanchi | 1.470196026136818 |
| Hua Chunying | 1.446859581277504 |
| Boris Johnson | 1.436858247766369 |
| Baltic Sea | 1.420189358581144 |
| Sergei Shoigu | 1.370182691025470 |
| Shinzo Abe | 1.363515135351380 |
| Zhang Dejiang | 1.323509801306841 |
| Li Huilai | 1.150153353780504 |
| Mike Pompeo | 1.063475130017336 |
| Nursultan Nazarbayev | 1.033471129483931 |
| Cheng Guoping | 0.980130684091212 |
| Li Zhanshu | 0.963461794905987 |
| Narendra Modi | 0.960128017068942 |
| Pacific Ocean | 0.926790238698493 |
| Dmitry Rogozin | 0.896786238165089 |
| Mohammad Javad Zarif | 0.886784904653954 |
| Hassan Rouhani | 0.880117348979864 |
| Arkady Dvorkovich | 0.850113348446459 |
| Zhang Hanhui | 0.846779570609415 |
| Person | proportion |
|---|---|
| Vladimir Putin | 27.799848656829361 |
| Donald Trump | 12.674990541051834 |
| Dmitry Medvedev | 4.729474082482028 |
| Sergei Lavrov | 4.540295119182747 |
| Wang Yi | 4.038970866439652 |
| Barack Obama | 3.670071888006054 |
| Sergey Lavrov | 3.272796065077563 |
| Dmitry Peskov | 2.525539160045403 |
| Xi Jinping | 2.317442300416194 |
| Hassan Rouhani | 2.185017026106697 |
| Pacific Ocean | 1.958002270147559 |
| Dmitry Rogozin | 1.844494892167991 |
| Mike Pompeo | 1.787741203178207 |
| Arkady Dvorkovich | 1.608021188043889 |
| Angela Merkel | 1.570185395384033 |
| Li Hui | 1.560726447219069 |
| Laurie Bristow | 1.532349602724177 |
| Sergei Shoigu | 1.456678017404465 |
| Alexander Gabuev | 1.371547483919788 |
| Shinzo Abe | 1.343170639424896 |
| Li Keqiang | 1.314793794930004 |
| John Kerry | 1.305334846765040 |
| Baltic Sea | 1.267499054105184 |
| Jens Stoltenberg | 1.201286416950435 |
| Sergei Ryabkov | 1.182368520620507 |
| Mohammad Javad Zarif | 1.144532727960651 |
| Dmitry Trenin | 1.031025349981082 |
| Alexander Novak | 1.012107453651154 |
| Nicolas Maduro | 0.955353764661370 |
| Alexander Gabuyev | 0.936435868331442 |
| Person | proportion |
|---|---|
| Donald Trump | 33.52997721915698 |
| Vladimir Putin | 24.95621600979708 |
| Barack Obama | 10.10784688113140 |
| Mike Pompeo | 7.20559381625209 |
| Rex Tillerson | 5.12503127427872 |
| Shinzo Abe | 4.71418601282575 |
| Hassan Rouhani | 4.61674194440421 |
| John Kerry | 4.40473525500059 |
| Mohammad Javad Zarif | 3.87274331388841 |
| Wang Yi | 3.79373460976284 |
| Benjamin Netanyahu | 3.46058124070002 |
| Hillary Clinton | 2.91805480570443 |
| Bashar Al-Assad | 2.87591683017079 |
| Nikki Haley | 2.83377885463715 |
| Sergey Lavrov | 2.64284115300036 |
| Angela Merkel | 2.47692287433666 |
| Jim Mattis | 2.40054779368194 |
| Ali Khamenei | 2.36367706509000 |
| John Bolton | 2.33075677170435 |
| Dmitry Peskov | 2.22146139766398 |
| Mike Pence | 2.10821558841732 |
| Sergei Lavrov | 2.08319616544423 |
| Nicolas Maduro | 2.01077151999579 |
| Joe Biden | 1.88435759339487 |
| Narendra Modi | 1.85407092348007 |
| Ronald Reagan | 1.80271526579845 |
| Bashar Assad | 1.77242859588365 |
| Hua Chunying | 1.75531004332311 |
| Theresa May | 1.67103409225583 |
| Antonio Guterres | 1.64469785754731 |