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Coronavirus_2022-06-13_02-15-01.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 13, 2022
Short Description:
Coronavirus via NodeXL https://bit.ly/3zue8Km
@eckerleisabella
@jo_hanna_jo
@bugs48067486
@martinstamer
@medrivatw
@kniggem
@drmom01
@rwittenbrink
@kit_yates_maths
@corneliabeeking

Top hashtags:
#coronavirus
#covid19
#covid
#covid_19
#新型コロナウイルス
#covidー19

Description:
Description
The graph represents a network of 8,682 Twitter users whose tweets in the requested range contained "Coronavirus", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 13 June 2022 at 09:40 UTC.

The requested start date was Monday, 13 June 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 3-day, 1-hour, 23-minute period from Thursday, 09 June 2022 at 11:02 UTC to Sunday, 12 June 2022 at 12:25 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 8682
Unique Edges : 5084
Edges With Duplicates : 10743
Total Edges : 15827
Number of Edge Types : 5
Retweet : 4475
MentionsInRetweet : 5151
Mentions : 2448
Replies to : 780
Tweet : 2973
Self-Loops : 3137
Reciprocated Vertex Pair Ratio : 0.00781785763269785
Reciprocated Edge Ratio : 0.0155144256940664
Connected Components : 2498
Single-Vertex Connected Components : 1179
Maximum Vertices in a Connected Component : 964
Maximum Edges in a Connected Component : 2871
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 8.756236
Graph Density : 9.74943863109178E-05
Modularity : 0.523472
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 8,682 Twitter users whose tweets in the requested range contained "Coronavirus", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 13 June 2022 at 09:40 UTC.

The requested start date was Monday, 13 June 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 3-day, 1-hour, 23-minute period from Thursday, 09 June 2022 at 11:02 UTC to Sunday, 12 June 2022 at 12:25 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : Coronavirus
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[374] https://newsdigest.jp/pages/coronavirus/
[46] https://jp.reuters.com/article/health-coronavirus-china-shanghai-idJPKBN2NQ049
[38] https://www.latimes.com/world-nation/story/2020-04-24/wuhan-china-coronavirus-fentanyl-global-drug-trade
[31] https://www.scmp.com/economy/china-economy/article/3181069/coronavirus-china-moves-calm-foreign-investors-after
[27] https://www3.nhk.or.jp/news/special/coronavirus/data/
[25] https://www.tf1info.fr/sante/epidemie-de-coronavirus-rebond-du-covid-19-pourquoi-le-gouvernement-va-de-nouveau-legiferer-2222455.html
[19] https://www.worldometers.info/coronavirus/
[19] https://jp.reuters.com/article/health-coronavirus-china-shanghai-idJPKBN2NQ049?taid=62a18c6c802cad0001f7a61a&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[19] https://www.independent.co.uk/news/health/covid-coronavirus-wave-spike-summer-b2098252.html?utm_content=Echobox&utm_medium=Social&utm_campaign=Main&utm_source=Twitter#Echobox=1654862373
[18] https://www.nu.nl/coronavirus/6206029/katten-kunnen-corona-volgens-onderzoek-waarschijnlijk-overbrengen-op-mensen.html

Top URLs in Tweet in G1:
[31] https://www.scmp.com/economy/china-economy/article/3181069/coronavirus-china-moves-calm-foreign-investors-after
[17] https://www3.nhk.or.jp/news/special/coronavirus/data/
[16] https://fij.info/coronavirus-feature/overseas#tempo0211
[9] https://www.nytimes.com/2022/06/10/us/covid-cases-miami-san-juan-honolulu.html
[8] http://www.snoopbee.com/yup_free_online_tutoring.html
[7] https://www.theguardian.com/world/2022/jun/08/new-omicron-sub-variants-ba4-ba5-coronavirus
[7] https://justthenews.com/politics-policy/coronavirus/covid-vaccines-appear-cause-abnormally-huge-blood-clots
[7] https://www.worldometers.info/coronavirus/
[7] https://www3.nhk.or.jp/news/special/coronavirus/
[6] https://www.tf1info.fr/sante/epidemie-de-coronavirus-rebond-du-covid-19-pourquoi-le-gouvernement-va-de-nouveau-legiferer-2222455.html

Top URLs in Tweet in G2:
[2] https://www.dailymail.co.uk/news/article-7923981/Coronavirus-Disturbing-videos-claim-people-collapsing-Wuhan.html
[1] https://web.archive.org/web/20210305000831/https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/vsafepregnancyregistry.html
[1] https://www.reuters.com/article/factcheck-coronavirus-vaccines/fact-check-covid-19-vaccination-does-not-increase-risk-of-miscarriage-idUSL2N2X2251
[1] https://www.reuters.com/article/factcheck-covid19-vaccines-women/fact-check-screenshots-do-not-show-pfizer-declaring-vaccines-unsafe-idUSL2N2WX1IL
[1] https://factcheck.afp.com/doc.afp.com.329R9UG
[1] https://apnews.com/article/Fact-Check-Pfizer-Vaccine-Pregnancy-586304610299
[1] https://www.snopes.com/fact-check/new-pfizer-docs-vaccines-pregnancy/
[1] https://www.economist.com/graphic-detail/coronavirus-excess-deaths-estimates
[1] https://www.cdc.gov/coronavirus/2019-ncov/travelers/noncitizens-US-air-travel.html
[1] https://www.reuters.com/article/health-coronavirus-sweden-commission-idUSKBN28P1PP

Top URLs in Tweet in G3:
[8] https://www.faz.net/aktuell/gesellschaft/gesundheit/coronavirus/coronavirus-die-uebertragung-von-katze-auf-mensch-ist-moeglich-18097159.html?GEPC=s3
[5] https://journals.plos.org/plosbiology/article?id=10.1371/journal.pbio.3001687
[4] https://www.lalibre.be/planete/sante/2022/06/12/le-coronavirus-pourrait-se-transmettre-du-chat-a-lhomme-QWBPOBMOAZG5ZKYXIDJK5HD5GE/
[3] https://www.nytimes.com/2020/04/28/world/europe/sweden-coronavirus-herd-immunity.html
[3] https://www.lesoir.be/447527/article/2022-06-10/coronavirus-voici-les-symptomes-des-variants-qui-circulent-le-plus
[2] https://medicalxpress.com/news/2022-05-blood-clots-lung-covid-survivors.html
[2] https://www.zeit.de/zustimmung?url=https%3A%2F%2Fwww.zeit.de%2Fwissen%2Faktuelle-corona-zahlen-karte-deutschland-landkreise
[2] https://www.lalibre.be/belgique/societe/2022/06/10/coronavirus-le-projet-pilote-de-vaccination-dans-les-pharmacies-wallonnes-va-etre-etendu-KV37YXZ7QZGBLGE5VNOFHNGRCE/
[2] https://www.lalibre.be/belgique/societe/2022/06/10/coronavirus-400000-tests-de-depistage-effectues-avec-des-ecouvillons-non-conformes-KKAZ4746NFFI5MXBPVORYZV2AE/
[2] https://www.faz.net/aktuell/gesellschaft/gesundheit/coronavirus/rki-warnt-vor-hoeheren-corona-infektionszahlen-im-sommer-18092718.html?GEPC=s3

Top URLs in Tweet in G4:
[6] https://www.worldometers.info/coronavirus/
[5] https://www.puthiyathalaimurai.com/LiveBlog/545/0/BREAKING+NEWS
[4] https://www.puthiyathalaimurai.com/LiveBlog/547/0/BREAKING+NEWS
[3] https://recvprofits.com/articles/9416/21-13-17-22-15?t=1654856389
[2] https://rumble.com/v16z1wn-l-hiv-assolutamente-presente-nel-vaccino-corona.html
[2] https://eldiario.com/2021/03/27/tenian-covid-19-leve-entonces-aparecieron-los-sintomas-graves/
[2] https://newsvibesofindia.com/covid-update-single-day-cases-surge-to-7240/
[2] https://recvprofits.com/articles/8829/20-10-14-11-17?t=1654856405
[2] https://www.rtl.fr/
[2] https://www.niid.go.jp/niid/ja/kansennohanashi/414-sars-intro.html

Top URLs in Tweet in G5:
[1] https://twitter.com/DelthiaRicks/status/1534466496507813888
[1] https://assets.researchsquare.com/files/rs-1379777/v2/1716fc61-ea0b-4888-80a3-c0a0533b4b47.pdf?c=1654610201
[1] https://academic.oup.com/eurheartj/article/43/22/2092/6530469?login=true
[1] https://shared-news.upday.com/?streamType=ctk&edition=es&teaserId=vpC2HEU8xsHX4P_TEasC3w-es-ES&articleUrl=https://amp.ondacero.es/noticias/sociedad/consejos-basicos-volver-contagiarte-covid_2022061262a573f4d5a3db0001853a34.html?utm_medium%3Dreferral%26utm_source%3Dupday
[1] https://www.theguardian.com/world/2022/jun/08/new-omicron-sub-variants-ba4-ba5-coronavirus
[1] https://twitter.com/MonaRahalkar/status/1534066402713546752
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=9b90176f-e7ef-11ec-87f6-734b44505961&url=L25ld3MvbmV3c2xldHRlcnMvMjAyMi0wNi0wMy9jb3JvbmF2aXJ1cy1kYWlseS1jb3ZpZC1pcy1tb3JlLWxldGhhbC10by1raWRzLXRoYW4tdGhlLWZsdT9zPTA5
[1] https://www.ilpandacentrostudio.it/coronavirus-world.html

Top URLs in Tweet in G6:
[1] https://www.theguardian.com/world/2022/jun/10/covid-infections-on-the-rise-in-england-and-northern-ireland?CMP=Share_AndroidApp_Other
[1] https://www.theguardian.com/world/2020/sep/20/parliament-surrendered-role-over-covid-emergency-laws-says-lady-hale
[1] https://www.spectator.co.uk/article/three-reasons-why-a-coronavirus-vaccine-might-not-be-possible
[1] https://www.ons.gov.uk/peoplepopulationandcommunity/healthandsocialcare/conditionsanddiseases/bulletins/coronaviruscovid19infectionsurveypilot/10june2022
[1] https://www.lexpress.fr/actualite/sciences/origines-du-covid-19-l-oms-n-exclut-plus-l-hypothese-d-une-fuite-de-laboratoire_2174933.html
[1] https://www.mpg.de/17916867/coronavirus-masks-risk-protection
[1] https://www.gov.uk/government/publications/coronavirus-covid-19-vaccine-adverse-reactions/coronavirus-vaccine-summary-of-yellow-card-reporting
[1] https://fullfact.org/health/coronavirus-vaccine-brexit/
[1] https://www.bbc.co.uk/news/55163730
[1] https://www.gov.uk/government/news/pfizer-biontech-covid-19-vaccine-mhra-statement

Top URLs in Tweet in G7:
[5] https://www.jpost.com/health-and-wellness/coronavirus/article-708825
[3] https://ig.ft.com/coronavirus-lockdowns/
[1] https://sz.de/1.5593572
[1] https://twitter.com/tracybethhoeg/status/1535064153601110016
[1] https://de.statista.com/statistik/daten/studie/1104173/umfrage/todesfaelle-aufgrund-des-coronavirus-in-deutschland-nach-geschlecht/
[1] https://ourworldindata.org/coronavirus
[1] https://ourworldindata.org/coronavirus#coronavirus-country-profiles
[1] https://www.merkur.de/welt/coronavirus-pandemie-brasilien-manaus-herdenimmunitaet-preis-tote-studie-zahlen-zr-90057404.html
[1] https://web.de/magazine/news/coronavirus/corona-pandemie-virologe-hendrik-streeck-virus-ueberdramatisieren-35144824
[1] https://www.merkur.de/welt/coronavirus-deutschland-drosten-podcast-lockdown-kritik-covid-19-virologe-ndr-wissenschaft-zr-90044878.html

Top URLs in Tweet in G8:
[9] https://ourworldindata.org/explorers/coronavirus-data-explorer?yScale=log&zoomToSelection=true&time=2021-07-09..latest&facet=none&pickerSort=asc&pickerMetric=location&Metric=Confirmed+cases&Interval=7-day+rolling+average&Relative+to+Population=true&Color+by+test+positivity=false&country=GBR~ISR~TWN~USA~JPN~FRA~DEU~ITA~NLD~CHN~HKG~KOR
[7] https://app.powerbi.com/view?r=eyJrIjoiY2M0MzRhNzItOTY3NC00Zjc4LTkwNjUtYWQzM2M3MWJhMDYxIiwidCI6IjUxYjQ2YzE0LTliMWQtNDAzYy04NTA0LWMwOWYxOTAyODIwZCIsImMiOjN9
[6] https://ourworldindata.org/explorers/coronavirus-data-explorer?zoomToSelection=true&time=2021-10-18..latest&facet=none&pickerSort=asc&pickerMetric=location&Metric=Confirmed+cases&Interval=Weekly+change&Relative+to+Population=true&Color+by+test+positivity=false&country=JPN~GBR~USA~FRA~DEU~ITA~CAN
[5] https://newsdigest.jp/pages/coronavirus/
[4] https://ourworldindata.org/explorers/coronavirus-data-explorer?zoomToSelection=true&time=2022-05-08..latest&facet=none&pickerSort=asc&pickerMetric=location&Metric=Confirmed+cases&Interval=Weekly+change&Relative+to+Population=true&Color+by+test+positivity=false&country=JPN~GBR~USA~FRA~DEU~ITA~CAN
[2] https://ourworldindata.org/explorers/coronavirus-data-explorer?zoomToSelection=true&time=2021-12-04..latest&facet=none&pickerSort=asc&pickerMetric=location&Metric=Confirmed+deaths&Interval=7-day+rolling+average&Relative+to+Population=true&Color+by+test+positivity=false&country=~ZAF
[2] https://charts.medriva.com/country/TW
[1] https://twitter.com/ATausNRW/status/1535707995874680832?t=GAZt6IRJFNGzt_LppNwIrw&s=19
[1] https://www.waz.de/panorama/corona-deutschland-expertenrat-varianten-herbst-szenarien-id235563045.html
[1] https://www.spiegel.de/netzwelt/netzpolitik/coronavirus-angekommen-in-der-inneren-endemie-kolumne-a-9adaca52-b684-4fdd-a8ab-3e3f2163cb67

Top Domains
Top Domains in Tweet in Entire Graph:
[374] newsdigest.jp
[320] blogspot.com
[154] twitter.com
[119] reuters.com
[102] co.uk
[83] recvprofits.com
[70] com.br
[63] nhs.uk
[60] scmp.com
[57] youtube.com

Top Domains in Tweet in G1:
[45] twitter.com
[42] scmp.com
[40] recvprofits.com
[34] or.jp
[32] co.uk
[26] nhs.uk
[21] com.br
[19] washingtonpost.com
[19] blogspot.com
[18] reuters.com

Top Domains in Tweet in G2:
[4] reuters.com
[2] nhs.uk
[2] co.uk
[1] archive.org
[1] afp.com
[1] apnews.com
[1] snopes.com
[1] economist.com
[1] cdc.gov
[1] the-sun.com

Top Domains in Tweet in G3:
[10] faz.net
[9] lalibre.be
[5] nyti.ms
[5] plos.org
[4] zeit.de
[4] nytimes.com
[3] lesoir.be
[2] twitter.com
[2] medicalxpress.com
[2] kreis-coesfeld.de

Top Domains in Tweet in G4:
[39] recvprofits.com
[9] puthiyathalaimurai.com
[9] youtube.com
[9] khaleejtimes.com
[6] worldometers.info
[6] co.in
[5] eldiario.com
[4] oneindia.com
[4] thenationalnews.com
[3] newsvibesofindia.com

Top Domains in Tweet in G5:
[2] twitter.com
[1] researchsquare.com
[1] oup.com
[1] upday.com
[1] theguardian.com
[1] bloomberg.com
[1] ilpandacentrostudio.it

Top Domains in Tweet in G6:
[3] theguardian.com
[3] gov.uk
[2] co.uk
[2] org.uk
[1] lexpress.fr
[1] mpg.de
[1] fullfact.org
[1] channel4.com
[1] twitter.com

Top Domains in Tweet in G7:
[5] jpost.com
[3] twitter.com
[3] ft.com
[2] ourworldindata.org
[2] merkur.de
[1] sz.de
[1] statista.com
[1] web.de
[1] infektionsschutz.de
[1] rp-online.de

Top Domains in Tweet in G8:
[21] ourworldindata.org
[8] medriva.com
[7] powerbi.com
[5] newsdigest.jp
[1] twitter.com
[1] waz.de
[1] spiegel.de
[1] ndr.de
[1] tagesspiegel.de
[1] tagesschau.de

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1510] coronavirus
[1448] covid19
[357] covid
[308] covid_19
[290] 新型コロナウイルス
[252] covidー19
[186] toquedequeda
[163] estadodealarma
[140] vaccine
[125] sarscov2



Top Hashtags in Tweet in G1:
[369] coronavirus
[183] covid19
[71] covid
[52] news
[45] health
[35] corona
[34] soniagandhi
[27] pandemic
[25] covid_19
[17] congress

Top Hashtags in Tweet in G3:
[151] covid19
[75] sarscov2
[20] longcovid
[19] coronavirus
[6] viruspersistenz
[6] virologen
[6] symptome
[6] streeck
[4] kinder
[3] covidisnotover

Top Hashtags in Tweet in G4:
[181] coronavirus
[76] covid19
[47] news
[28] health
[20] soniagandhi
[15] omicron
[14] healthyeating
[13] covid
[12] covid_19
[11] hiv

Top Hashtags in Tweet in G5:
[18] coronavirus
[18] plaquetas
[7] fitoensanmamés
[3] zerocovid
[1] covid
[1] covid19

Top Hashtags in Tweet in G6:
[10] covid19
[2] healthliteracy
[2] coronavirus

Top Hashtags in Tweet in G7:
[3] coronavirus
[1] covid19

Top Hashtags in Tweet in G8:
[12] coronavirus
[9] covid19
[7] sarscov2
[5] covid2019
[5] covid2020
[5] covid19pandemic
[5] coronaupdate
[5] coronavirusoutbreak
[5] covid19usa
[5] covid_19

Top Hashtags in Tweet in G10:
[75] madrid
[1] noolvidamos

Top Words
Top Words in Tweet in Entire Graph:
[2714] coronavirus
[1510] #coronavirus
[1448] #covid19
[1360] covid
[722] 19
[674] क
[553] cases
[506] र
[495] 詳細は下記urlより
[390] म

Top Words in Tweet in G1:
[610] coronavirus
[369] #coronavirus
[355] covid
[203] 19
[183] #covid19
[151] क
[143] cases
[104] र
[90] स
[84] म

Top Words in Tweet in G2:
[12] takethatct
[7] matthewnewell67
[6] swedishchf
[6] mcfunny
[6] alex_on_a14
[6] covid
[6] coronavirus
[6] unjailme80
[6] rogueliberal69
[6] happyclown_7_

Top Words in Tweet in G3:
[151] #covid19
[90] coronavirus
[75] #sarscov2
[70] nytimes
[67] masking
[67] each
[67] point
[67] anyway
[66] eckerleisabella
[56] moderna

Top Words in Tweet in G4:
[181] #coronavirus
[97] क
[79] र
[76] #covid19
[68] न
[58] covid
[57] स
[56] க
[48] த
[47] #news

Top Words in Tweet in G5:
[54] podría
[45] coronavirus
[27] estudio
[27] sugiere
[27] tracto
[27] gastrointestinal
[27] reservorio
[27] relacionarse
[26] gorka_orive
[18] #coronavirus

Top Words in Tweet in G6:
[68] coronavirus
[59] infections
[58] warn
[50] wave
[49] kit_yates_maths
[48] uk
[48] figures
[47] entering
[47] third
[47] year

Top Words in Tweet in G7:
[64] wieder
[63] chanasitjonas
[63] welle
[62] immer
[62] eindrucksvolle
[62] daten
[62] dänemark
[62] großteil
[62] verstorbenen
[62] letzten

Top Words in Tweet in G8:
[74] coronavirus
[69] cases
[51] day
[43] deaths
[37] reports
[37] average
[30] die
[30] one
[27] breaking
[27] taiwan

Top Words in Tweet in G9:
[77] taiwan
[77] reported
[77] 213
[77] daily
[77] coronavirus
[77] deaths
[77] pandemic
[77] began
[76] spectatorindex

Top Words in Tweet in G10:
[75] señora
[75] idiazayuso
[75] #madrid
[75] usted
[75] será
[75] recordada
[75] negación
[75] asistencia
[75] sanitaria
[75] fallecimiento

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[668] covid,19
[284] 詳細は下記urlより,#新型コロナウイルス
[261] #covid19,#covid_19
[235] #新型コロナウイルス,#covid19
[217] #covid_19,#covidー19
[148] क,र
[147] #coronavirus,#covid19
[147] #coronavirus,#covid
[137] र,न
[124] #covid19,#coronavirus

Top Word Pairs in Tweet in G1:
[188] covid,19
[44] #coronavirus,#covid19
[40] क,र
[40] #covid19,#coronavirus
[34] र,न
[31] coronavirus,cases
[31] shock,shanghai
[31] shanghai,lockdown
[30] china,tries
[30] tries,calm

Top Word Pairs in Tweet in G2:
[6] happyclown_7_,takethatct
[5] rogueliberal69,carrotteg
[5] carrotteg,happyclown_7_
[5] takethatct,katarina1970
[4] katarina1970,stephenoxborro1
[4] stephenoxborro1,fillmorewhite
[4] fillmorewhite,capnchuck2
[4] capnchuck2,swedishchf
[4] swedishchf,mcfunny
[4] mcfunny,wakeup2real

Top Word Pairs in Tweet in G3:
[67] masking,each
[67] each,#sarscov2
[67] #sarscov2,#covid19
[67] #covid19,point
[67] point,anyway
[67] anyway,#covid19
[66] eckerleisabella,masking
[56] coronavirus,vaccine
[53] nytimes,moderna
[45] moderna,coronavirus

Top Word Pairs in Tweet in G4:
[26] र,न
[24] क,र
[23] covid,19
[22] #covid19,#coronavirus
[19] न,क
[19] #coronavirus,#covid19
[18] க,ர
[17] ய,ல
[15] ர,ன
[14] ક,ર

Top Word Pairs in Tweet in G5:
[27] estudio,sugiere
[27] sugiere,tracto
[27] tracto,gastrointestinal
[27] gastrointestinal,podría
[27] podría,reservorio
[27] reservorio,coronavirus
[27] coronavirus,podría
[27] podría,relacionarse
[26] gorka_orive,estudio
[18] #coronavirus,afecta

Top Word Pairs in Tweet in G6:
[47] uk,entering
[47] entering,third
[47] third,wave
[47] wave,coronavirus
[47] coronavirus,year
[47] year,researchers
[47] researchers,warn
[47] warn,official
[47] official,figures
[47] figures,show

Top Word Pairs in Tweet in G7:
[62] immer,wieder
[62] wieder,eindrucksvolle
[62] eindrucksvolle,daten
[62] daten,dänemark
[62] dänemark,großteil
[62] großteil,verstorbenen
[62] verstorbenen,letzten
[62] letzten,welle
[61] chanasitjonas,immer
[61] welle,pos

Top Word Pairs in Tweet in G8:
[27] breaking,taiwan
[27] taiwan,reports
[27] coronavirus,deaths
[27] biggest,one
[27] one,day
[27] day,increase
[27] increase,record
[27] record,cases
[25] medrivatw,breaking
[23] reports,213

Top Word Pairs in Tweet in G9:
[77] taiwan,reported
[77] reported,213
[77] 213,daily
[77] daily,coronavirus
[77] coronavirus,deaths
[77] deaths,pandemic
[77] pandemic,began
[76] spectatorindex,taiwan

Top Word Pairs in Tweet in G10:
[75] señora,idiazayuso
[75] idiazayuso,#madrid
[75] #madrid,usted
[75] usted,será
[75] será,recordada
[75] recordada,negación
[75] negación,asistencia
[75] asistencia,sanitaria
[75] sanitaria,fallecimiento
[74] eparrilla7,señora

Top Replied-To
Top Replied-To in Entire Graph:
@539th
@ap
@karl_lauterbach
@latimes
@pabloechenique
@unjailme80
@omaralghabra
@jesse4685
@multishow
@oglobo_mundo

Top Replied-To in G2:
@unjailme80
@jonathanhannah
@stopnwo666
@plainsight68
@nationalpost
@jpg1962
@ratingsword
@k978603
@janet_cutts1
@anthonielouise

Top Replied-To in G3:
@jmdogne
@ajlamesa
@davidkharman
@lesoir
@lalibrebe
@suntimes
@ebonyjhilton_md
@nytimes
@jeffbezos

Top Replied-To in G4:
@incindia
@iritupriya_
@sunita_kumari_
@katsu16204501
@a_meluzzi

Top Replied-To in G5:
@epotas
@maricar27770505
@misscrown18
@evciara

Top Replied-To in G6:
@alanvibe
@kit_yates_maths
@hold2llc
@mrjamesob
@debsylvester27

Top Replied-To in G7:
@v_wie_vendettaa
@tim_roehn
@torstenexo
@stefanhuster
@luxusrolle
@bratanbrabratan
@shomburg
@c_drosten
@jdiefor

Top Replied-To in G8:
@nrwinzidenz
@lavande_bleu
@nerviger79

Top Mentioned
Top Mentioned in Entire Graph:
@newsdigestweb
@jjaranaz94
@traselvalle_obc
@spectatorindex
@idiazayuso
@eparrilla7
@eckerleisabella
@nytimes
@chanasitjonas
@alertanews24

Top Mentioned in G1:
@sperlock222
@truthseekers111
@housingitguy
@tihtri
@covid_evidence
@afirma_pereira
@silooch
@thecorpmagazine
@indiaelem

Top Mentioned in G2:
@takethatct
@matthewnewell67
@swedishchf
@mcfunny
@alex_on_a14
@rogueliberal69
@happyclown_7_
@katarina1970
@stephenoxborro1
@carrotteg

Top Mentioned in G3:
@nytimes
@eckerleisabella
@rwittenbrink
@weingartende
@anagramm11
@lalibrebe
@musirikeusrusco
@zeitonline
@ajlamesa
@lesoir

Top Mentioned in G4:
@youtube
@khaleejtimes
@skg2269
@incindia
@pttvonlinenews
@veneziana4
@ronronkmfa
@ibc24news
@rahulgandhi
@robadoenbancop1

Top Mentioned in G5:
@gorka_orive
@sandralopezleon
@la_resistensia_
@la2_tve
@epotas
@pilardonna
@arihada_7
@whesty3
@picapiruli
@susanar39764315

Top Mentioned in G6:
@kit_yates_maths
@dr_d_robertson
@zerocovidnow1
@marcgozlan
@mac_puck
@rcgp
@sajidjavid
@karamballes
@healthlitplace
@nesknowledge

Top Mentioned in G7:
@chanasitjonas
@c_drosten
@czekuku
@christinaberndt
@tim_roehn
@welt
@shomburg
@alexmrtn15
@eckerleisabella
@haake_daniel

Top Mentioned in G8:
@medrivatw
@kniggem
@curioshiki
@waz_redaktion
@nrwinzidenz
@newsdigestweb
@jun_makino
@einhornhuhnschm
@martinstamer
@korrektorx

Top Mentioned in G9:
@spectatorindex

Top Mentioned in G10:
@idiazayuso
@eparrilla7

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@angelus_0923
@infoitinterno
@el_cooperante
@recentlatestvia
@rashidaldosari
@myfavoritescene
@sunoticiero
@yuuji_k1
@nblackthorne

Top Tweeters in G1:
@infoitinterno
@sunoticiero
@zyitegadgets
@andyvermaut
@freiewelteu
@realercanates1
@matiere
@jacekwierzbicki
@mortgage_shop
@noticiasveapp

Top Tweeters in G2:
@porridgeisgood
@nationalpost
@hrkbenowen
@doritmi
@belindashandbag
@gnomeicide
@janet_cutts1
@scepticalaussie
@hhelenakhl
@skiiryne

Top Tweeters in G3:
@roblwilson
@fwwinterberg
@funnagan
@nytimes
@197winstonsmith
@lalibrebe
@dubeateo
@bevvincent
@dianadi58
@lesoir

Top Tweeters in G4:
@db_bahn
@dinakarannews
@mentalhealthbo5
@frasesimple
@tian_a1
@_7479989014082
@a_meluzzi
@gdelango
@pttvonlinenews
@oneindiahindi

Top Tweeters in G5:
@demiurgotuiter
@aldu_maria
@adriahanitta
@goodvibesonly77
@1a31551c566e43d
@juanomarfierro
@whity65
@sugar_pz
@horusbazua
@cami45pp

Top Tweeters in G6:
@paulpaul49
@golwgymor
@ngourd
@hausofrushdi
@kirkmurphy
@hawkins_carole
@pennytindall
@mimi_x4
@elliemail
@saffiya_khan1

Top Tweeters in G7:
@welt
@uwewolff966
@sz
@edialekto
@obundwie
@pauleheyman
@anina41632224
@mac_villain
@antjehermenau
@mizumonoukiyo

Top Tweeters in G8:
@remindme_ofthis
@royaleight
@nolnolnol
@pfanderson
@manuela34537619
@46mingo
@lmv6719
@teddyd66
@ta_massan
@aki_ohchan

Top Tweeters in G9:
@estigiaed
@geanalyst
@merkur1989
@marcocampa10
@frjuheal
@veroffs
@farrellfaiz
@marshmyst
@rakesh31046324
@randall_188

Top Tweeters in G10:
@curritorojo
@lavosqui
@tifanni9
@yolanda262
@pepa63306772
@bermefer
@imp_manuel
@elmojama4
@luchicarmen
@nubemanuria


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