Tweet ID List #ECCMID2022 &al 22>28 Apr 2022 inc, Twitter, 4/30/2022 6:33:48 PM, 275678


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NodeXL Twitter Tweet ID List #ECCMID2022 &al 22>28 Apr 2022 inc Saturday, 30 April 2022 at 14:39 UTC
NodeXL Twitter Tweet ID List #ECCMID2022 &al 22>28 Apr 2022 inc Saturday, 30 April 2022 at 14:39 UTC
From:
scotpublichealth
Uploaded on:
April 30, 2022
Short Description:
Tweet ID List #ECCMID2022 &al 22>28 Apr 2022 inc via NodeXL https://bit.ly/3y2WrRc
@escmid
@drneilstone
@mugecevik
@punditpandemic
@eccmid
@dfisman
@antibioticsbot
@erictopol
@absteward
@idstewardship

Top hashtags:
#eccmid2022
#idtwitter
#eccmid22
#covid19
#eccmid

Description:
Description
The graph represents a network of 14,856 Twitter users whose recent tweets were included in a list (Tweet ID List #ECCMID2022 &al 22>28 Apr 2022 inc) of 24359 tweet IDs, or who were replied to or mentioned in those tweets. 24059 out of 24359 tweets were collected. The network was obtained from Twitter on Saturday, 30 April 2022 at 15:14 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 33-minute period from Friday, 22 April 2022 at 00:22 UTC to Thursday, 28 April 2022 at 23:56 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 : 14856
Unique Edges : 34212
Edges With Duplicates : 16543
Total Edges : 50755
Self-Loops : 2128
Reciprocated Vertex Pair Ratio : 0.0309000861326443
Reciprocated Edge Ratio : 0.0599477806788512
Connected Components : 244
Single-Vertex Connected Components : 151
Maximum Vertices in a Connected Component : 14252
Maximum Edges in a Connected Component : 49818
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.836787
Graph Density : 0.000173549843787015
Modularity : 0.490425
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 14,856 Twitter users whose recent tweets were included in a list (Tweet ID List #ECCMID2022 &al 22>28 Apr 2022 inc) of 24359 tweet IDs, or who were replied to or mentioned in those tweets. 24059 out of 24359 tweets were collected. The network was obtained from Twitter on Saturday, 30 April 2022 at 15:14 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 33-minute period from Friday, 22 April 2022 at 00:22 UTC to Thursday, 28 April 2022 at 23:56 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 : TwitterIDList
Graph Term : Tweet ID List #ECCMID2022 &al 22>28 Apr 2022 inc
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 : Followers
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[289] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanres%2Farticle%2FPIIS2213-2600%2822%2900127-8%2Ffulltext&rc=0
[119] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanglo%2Farticle%2FPIIS2214-109X%2822%2900112-7%2Ffulltext&rc=0
[104] https://www.eccmid.org/
[99] https://www.eccmid.org/online_platform/
[79] https://twitter.com/ABsteward/status/1518143902196379648
[73] https://pubmed.ncbi.nlm.nih.gov/32297949/
[65] https://twitter.com/mugecevik/status/1518505395689512962
[60] https://www.shionogi.com/content/dam/shionogi/jp/investors/ir-library/presentation-materials/fy2022/ECCMID%20Ph2b%20presentation%20final2.1.pdf
[59] https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/1071198/acute-hepatitis-technical-briefing-1_4_.pdf
[48] https://www.medrxiv.org/content/10.1101/2022.03.24.22272919v1

Top URLs in Tweet in G1:
[49] https://www.eccmid.org/online_platform/
[37] https://www.selectscience.net/industry-news/a-third-of-healthcare-workers-took-sick-leave-after-covid-19vaccination,-german-study-finds/?artID=57305
[25] https://consent.youtube.com/m?continue=https%3A%2F%2Fwww.youtube.com%2Fc%2FESCMIDorgOfficial%3Fcbrd%3D1&gl=GB&m=0&pc=yt&uxe=eomn&hl=en-GB&src=1
[17] https://valneva.com/wp-content/uploads/2022/04/VAL_Poster_Chikungunya_841x1189_0422_V3.pdf
[16] https://febrilepodcast.com/episode-12-who-framed-the-rabbit/
[16] https://twitter.com/CarlosdelRio7/status/1518197201058639874
[16] https://www.selectscience.net/product-news/Cytokine-signature-that-allows-COVID-19-patients-with-worst-prognosis-to-be-spotted-early-is-identified-by-Italian-researchers/?&artID=57302
[12] https://twitter.com/snarkypeds/status/1494828792644313100?s=21&t=V_R0qyooNSinfx8F1JbtIA
[11] https://www.eccmid.org/
[7] https://www.escmid.org/fileadmin/src/media/PDFs/3Research_Projects/EITaF/EITaf_2022_04_28.pdf

Top URLs in Tweet in G2:
[77] https://twitter.com/ABsteward/status/1518143902196379648
[71] https://pubmed.ncbi.nlm.nih.gov/32297949/
[46] https://www.eccmid.org/online_platform/
[43] https://pubmed.ncbi.nlm.nih.gov/28665414/
[35] https://twitter.com/TMcoque/status/1517938530919628801
[32] https://twitter.com/mugecevik/status/1518505395689512962
[29] https://www.eccmid.org/
[28] https://www.shionogi.com/global/en/news/2022/04/20220424.html
[25] https://twitter.com/sebpoule/status/1518496524552056833
[23] https://info-atbvac.com/congres/eccmid-2022/

Top URLs in Tweet in G3:
[276] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanres%2Farticle%2FPIIS2213-2600%2822%2900127-8%2Ffulltext&rc=0
[110] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanglo%2Farticle%2FPIIS2214-109X%2822%2900112-7%2Ffulltext&rc=0
[34] https://www.medrxiv.org/content/10.1101/2022.04.21.22274025v1
[28] https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/1071198/acute-hepatitis-technical-briefing-1_4_.pdf
[23] https://twitter.com/mugecevik/status/1518512912163348480?s=21&t=MDJXoQYml3yJP5-BwIF4mg
[23] https://twitter.com/mugecevik/status/1518512912163348480
[22] https://twitter.com/mugecevik/status/1518505395689512962
[22] https://twitter.com/SmallRedOne/status/1518881972008935424
[9] https://microbiologysociety.org/why-microbiology-matters/jobs.html
[5] https://www.microbiologyresearch.org/content/journal/micro/10.1099/mic.0.001156

Top URLs in Tweet in G4:
[47] https://www.medrxiv.org/content/10.1101/2022.03.24.22272919v1
[36] https://twitter.com/MarionKoopmans/status/1518481843938598912
[29] https://twitter.com/emrsa15/status/1518236536684298240
[14] https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/1071198/acute-hepatitis-technical-briefing-1_4_.pdf
[13] https://twitter.com/DFisman/status/1517814178655969280
[6] https://twitter.com/PIDSociety/status/1518039177115447297?s=20&t=78KwNr0boMMZ9YPtnCM4tw
[6] https://www.youtube.com/watch?v=lfr-JVeiXAo&feature=youtu.be

[5] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanres%2Farticle%2FPIIS2213-2600%2822%2900127-8%2Ffulltext&rc=0
[5] https://twitter.com/toba/status/1517193560507961344?t=JYuNCAutwYopphwOr9RRYw&s=19
[5] https://twitter.com/Gerard1945X/status/1244725311041912832?s=20&t=HCguUvf5lWXvjZmFIHbT3Q

Top URLs in Tweet in G5:
[1] https://www.eccmid.org/

Top URLs in Tweet in G6:
[15] https://www.thetimes.co.uk/article/black-box-to-be-game-changer-for-diagnosis-of-mystery-illness-h0565sxfk
[12] https://www.kickstarter.com/projects/lizah/resist-now-volume-1/
[12] https://www.eccmid.org/
[10] https://idbydna.com/eccmid2022
[9] https://tweetedtimes.com/search/%23metagenomics/en
[7] https://www.youtube.com/watch?v=1lMQw3Wi3HQ&feature=youtu.be

[7] https://efesalud.com/covid-duracion-infeccion-investigacion/
[6] https://twitter.com/nanopore/status/1516461664828334087
[4] https://register.nanoporetech.com/eccmidevents2022?utm_campaign=ECCMID%202022&utm_content=204507246&utm_medium=social&utm_source=twitter&hss_channel=tw-37732219
[4] https://twitter.com/aoubio/status/1517411353736232960

Top URLs in Tweet in G7:
[1] https://twitter.com/NiusDiario/status/1518484962256703488
[1] https://pubmed.ncbi.nlm.nih.gov/28665414/

Top URLs in Tweet in G8:
[3] https://microbix.com/contact/
[3] https://www.beyondair.net/news-and-events/press-releases/detail/161/beyond-air-presents-positive-safety-and-efficacy-data-for
[3] https://www.shionogi.com/jp/ja/news/2022/04/20220424.html
[3] https://www.cdc.gov/drugresistance/about/how-resistance-happens.html
[2] https://twitter.com/mugecevik/status/1518505395689512962
[2] https://twitter.com/mugecevik/status/1518509946953949185
[2] https://www.globenewswire.com/news-release/2022/04/25/2427734/0/en/Press-release-Biocartis-Group-NV-Biocartis-Announces-Presentation-of-Three-Idylla-Studies-at-32nd-European-Congress-of-Clinical-Microbiology-Infectious-Diseases-ECCMID.html
[2] https://www.globenewswire.com/news-release/2022/04/25/2427973/0/en/Beyond-Air-Presents-Positive-Safety-and-Efficacy-Data-for-Inhaled-Nitric-Oxide-to-Treat-COVID-19-at-ECCMID-2022.html
[2] https://www.sciencemediacentre.org/expert-reaction-to-conference-abstract-looking-at-organic-vegetables-and-microbes/
[2] https://newsweb.oslobors.no/message/559849

Top URLs in Tweet in G9:
[2] https://www.infectiologie.com/fr/
[2] https://www.google.com/maps/place/Delirium+Caf%C3%A9+Lisboa/@38.7103521,-9.1418592,17z/data=!3m1!4b1!4m5!3m4!1s0xd1934792ee9bed3:0x2f26dc70c74c4678!8m2!3d38.7103521!4d-9.1396705?shorturl=1
[2] https://www.escmid.org/research_projects/study_groups/
[2] https://www.escmid.org/fileadmin/src/media/PDFs/1Dates_Events/event_flyers/ESGNTA_Course22_web.pdf
[1] https://twitter.com/TAEscmid/status/1517883364803588097
[1] https://podcasts.apple.com/gb/podcast/infection-control-matters/id1560741724?i=1000558713018
[1] https://www.wired.com/story/the-teeny-tiny-scientific-screwup-that-helped-covid-kill/
[1] https://events.escmid.org/saml/login

Top URLs in Tweet in G10:
[4] https://twitter.com/sdb_lab/status/1518687330814595074
[4] https://twitter.com/ESCMID/status/1517856964285538304
[3] https://twitter.com/KhannaLabBasel/status/1518586864889999364
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41467-021-22833-6
[2] https://twitter.com/ISAP_org/status/1517778854869413890
[2] https://twitter.com/BKOcanseyMLS/status/1518749743962279936
[2] https://www.escmid.org/fileadmin/src/media/PDFs/1Dates_Events/event_flyers/EPASG_Course22_web.pdf
[1] https://twitter.com/fredkbright/status/1518356817461534726
[1] https://twitter.com/jsaeunn/status/1518167664589516801
[1] https://twitter.com/tcoenye/status/1517865289890897922

Top Domains
Top Domains in Tweet in Entire Graph:
[1301] twitter.com
[442] elsevierhealth.com
[303] eccmid.org
[275] nih.gov
[115] shionogi.com
[101] medrxiv.org
[84] youtube.com
[80] escmid.org
[60] gov.uk
[59] selectscience.net

Top Domains in Tweet in G1:
[98] twitter.com
[94] eccmid.org
[58] selectscience.net
[35] youtube.com
[25] escmid.org
[17] valneva.com
[16] febrilepodcast.com
[12] diariomedico.com
[9] bbc.com
[9] nih.gov

Top Domains in Tweet in G2:
[781] twitter.com
[257] nih.gov
[121] eccmid.org
[40] elsevierhealth.com
[38] escmid.org
[28] shionogi.com
[25] sciencedirect.com
[23] nature.com
[23] info-atbvac.com
[22] youtube.com

Top Domains in Tweet in G3:
[386] elsevierhealth.com
[106] twitter.com
[34] medrxiv.org
[28] gov.uk
[11] oup.com
[9] microbiologysociety.org
[8] eccmid.org
[6] tweetedtimes.com
[5] microbiologyresearch.org
[5] diariomedico.com

Top Domains in Tweet in G4:
[145] twitter.com
[47] medrxiv.org
[14] gov.uk
[10] youtube.com
[9] elsevierhealth.com
[5] idse.net
[4] containmentnu.nl
[3] wired.com
[2] escmid.org
[2] eccmid.org

Top Domains in Tweet in G5:
[1] eccmid.org

Top Domains in Tweet in G6:
[29] twitter.com
[21] radian6.com
[15] co.uk
[14] eccmid.org
[12] nanoporetech.com
[12] tweetedtimes.com
[12] kickstarter.com
[11] youtube.com
[10] idbydna.com
[7] linkedin.com

Top Domains in Tweet in G7:
[1] twitter.com
[1] nih.gov

Top Domains in Tweet in G8:
[13] twitter.com
[6] globenewswire.com
[6] crweworld.com
[6] newsfilter.io
[6] stocktitan.net
[5] shionogi.com
[5] flashalert.me
[4] co.uk
[4] stck.pro
[3] google.com

Top Domains in Tweet in G9:
[5] escmid.org
[2] infectiologie.com
[2] google.com
[1] twitter.com
[1] apple.com
[1] wired.com

Top Domains in Tweet in G10:
[22] twitter.com
[3] nature.com
[3] escmid.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[19211] eccmid2022
[1679] idtwitter
[1103] eccmid22
[569] covid19
[468] eccmid
[360] amr
[315] longcovid
[226] twitterx
[202] meded
[175] medtwitter



Top Hashtags in Tweet in G1:
[7600] eccmid2022
[51] idtwitter
[45] eccmidtv
[36] covid19
[33] eccmid
[33] eccmid22
[17] chikungunya
[17] vaccine
[16] diagnostics
[16] idmeded

Top Hashtags in Tweet in G2:
[6940] eccmid2022
[1014] idtwitter
[744] eccmid22
[326] covid19
[273] amr
[255] eccmid
[217] twitterx
[190] meded
[155] medtwitter
[90] infectiousdiseases

Top Hashtags in Tweet in G3:
[1682] eccmid2022
[558] idtwitter
[276] longcovid
[71] eccmid22
[54] covid19
[41] siren
[35] children
[33] mitigate
[33] pandemic
[19] amr

Top Hashtags in Tweet in G4:
[919] eccmid2022
[80] commonsense
[80] nobrainer
[67] eccmid22
[46] covid19
[29] mentalhealthmatters
[20] idtwitter
[20] covidisairborne
[19] paradigmshift
[19] sars2isairborne

Top Hashtags in Tweet in G5:
[412] eccmid2022
[3] idtwitter

Top Hashtags in Tweet in G6:
[347] eccmid2022
[38] eccmid22
[35] eccmid
[35] metagenomics
[22] ams
[21] sepsis
[20] amr
[17] beagamechanger
[16] nanopore
[13] scicomm

Top Hashtags in Tweet in G7:
[148] eccmid2022
[3] idtwitter
[1] hepatitis
[1] eccmid22
[1] oms
[1] lareunionsecreta

Top Hashtags in Tweet in G8:
[98] eccmid2022
[23] eccmid
[15] microbiology
[8] lisbon
[6] covid19
[5] clinical
[4] portugal
[4] bacteriology
[3] sampling
[3] selfcollection

Top Hashtags in Tweet in G9:
[129] eccmid2022
[37] esgnta
[34] phages
[27] phagetherapy
[22] phage
[15] antibiotics
[9] microtm
[9] bacteriophages
[8] lysins
[8] 50añoshuac

Top Hashtags in Tweet in G10:
[97] eccmid2022
[6] lisbon
[5] eccmid
[4] amr
[4] pseudomonaa
[3] idtwitter
[3] eccmid22
[3] eccmid2023
[2] qspc2022
[2] covid19

Top Words
Top Words in Tweet in Entire Graph:
[19219] #eccmid2022
[16042] covid
[14936] person
[14753] single
[11711] escmid
[9118] 2
[8506] first
[8474] infectious
[8469] one
[8059] diseases

Top Words in Tweet in G1:
[14356] covid
[14107] person
[14106] single
[8668] escmid
[7600] #eccmid2022
[7230] mask
[7170] 2
[7135] one
[7114] wearing
[7113] infectious

Top Words in Tweet in G2:
[6947] #eccmid2022
[1987] escmid
[1037] eccmid
[1016] #idtwitter
[804] session
[754] great
[745] #eccmid22
[719] id
[706] infectious
[624] s

Top Words in Tweet in G3:
[1682] #eccmid2022
[1507] cases
[1170] reported
[770] acute
[752] hepatitis
[743] 4
[694] children
[674] first
[664] identified
[663] unknown

Top Words in Tweet in G4:
[919] #eccmid2022
[618] escmid
[339] pandemic
[293] covid
[288] children
[284] health
[253] 2
[215] orphaned
[211] person
[207] now

Top Words in Tweet in G5:
[412] #eccmid2022
[407] hahaha
[8] cases
[6] reported
[5] identified
[4] children
[4] case
[4] one
[3] late
[3] breaker

Top Words in Tweet in G6:
[347] #eccmid2022
[82] nanopore
[67] booth
[67] more
[56] 1
[55] rapid
[55] escmid
[55] 2
[52] clinical
[50] time

Top Words in Tweet in G7:
[288] 2
[286] adenovirus
[286] nueva
[286] variante
[148] #eccmid2022
[146] hepatitis
[144] 1
[144] 3
[143] hipótesis
[143] casos

Top Words in Tweet in G8:
[108] eccmid
[97] #eccmid2022
[62] 2022
[51] covid
[46] data
[42] 19
[35] lisbon
[32] clinical
[29] 3
[29] presents

Top Words in Tweet in G9:
[130] #eccmid2022
[53] escmid
[37] #esgnta
[34] session
[34] #phages
[33] study
[29] new
[29] roblavigne1
[28] #phagetherapy
[26] group

Top Words in Tweet in G10:
[97] #eccmid2022
[51] eccmid
[44] escmid
[31] lisbon
[29] azinkernagellab
[28] patients
[28] talk
[25] very
[24] work
[23] presenting

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[8006] infectious,diseases
[7699] escmid,#eccmid2022
[7397] wearing,mask
[7368] 2,years
[7352] single,one
[7342] person,covid
[7341] first,major
[7339] battling,covid
[7337] thousands,infectious
[7337] conference,person

Top Word Pairs in Tweet in G1:
[7142] escmid,#eccmid2022
[7075] infectious,diseases
[7052] wearing,mask
[7044] single,one
[7043] 2,years
[7037] first,major
[7035] battling,covid
[7033] thousands,infectious
[7033] one,think
[7032] single,person

Top Word Pairs in Tweet in G2:
[480] infectious,diseases
[348] #eccmid2022,escmid
[288] escmid,#eccmid2022
[229] #eccmid2022,#idtwitter
[189] covid,19
[184] id,physicians
[165] social,media
[158] pts,w
[152] #eccmid2022,#eccmid22
[138] retweet,support

Top Word Pairs in Tweet in G3:
[693] acute,hepatitis
[614] unknown,origin
[611] hepatitis,cases
[607] cases,reported
[550] origin,children
[549] session,#eccmid2022
[549] cases,unknown
[548] breaker,session
[547] #eccmid2022,acute
[546] children,far

Top Word Pairs in Tweet in G4:
[192] mental,health
[187] pandemic,#eccmid2022
[186] child,mental
[186] health,wellness
[186] wellness,advocates
[186] advocates,millions
[186] millions,children
[186] children,now
[186] now,lost
[186] lost,primary

Top Word Pairs in Tweet in G5:
[407] hahaha,#eccmid2022
[3] late,breaker
[3] breaker,session
[3] session,#eccmid2022
[3] #eccmid2022,acute
[3] acute,hepatitis
[3] hepatitis,cases
[3] cases,unknown
[3] unknown,origin
[3] origin,children

Top Word Pairs in Tweet in G6:
[25] booth,1
[24] check,out
[23] nanopore,team
[22] learn,more
[22] booth,2
[22] specific,reveal
[20] 2,14
[20] vitek,ms
[20] ms,prime
[18] rapid,pathogen

Top Word Pairs in Tweet in G7:
[286] nueva,variante
[143] #eccmid2022,hipótesis
[143] hipótesis,casos
[143] casos,hepatitis
[143] hepatitis,raras
[143] raras,1
[143] 1,cofactor
[143] cofactor,está
[143] está,haciendo
[143] haciendo,infecciones

Top Word Pairs in Tweet in G8:
[55] eccmid,2022
[42] covid,19
[25] infectious,diseases
[20] clinical,microbiology
[19] microbiology,infectious
[18] european,congress
[18] congress,clinical
[17] lisbon,portugal
[16] 19,eccmid
[14] diseases,eccmid

Top Word Pairs in Tweet in G9:
[25] study,group
[16] session,#eccmid2022
[14] q,#phages
[14] #phages,influence
[14] influence,host's
[14] host's,metabolism
[14] metabolism,roblavigne1
[14] roblavigne1,yes
[14] yes,#eccmid2022
[11] #esgnta,study

Top Word Pairs in Tweet in G10:
[17] azinkernagellab,escmid
[12] eccmid,#eccmid2022
[11] escmid,president
[10] new,escmid
[10] president,azinkernagellab
[10] escmid,congrats
[10] congrats,best
[9] best,presidency
[9] #eccmid2022,poster
[8] presenting,work

Top Replied-To
Top Replied-To in Entire Graph:
@drneilstone
@dfisman
@marionkoopmans
@twain_marco
@escmid
@nathanaelyoung
@idstewardship
@martinthornber
@carlosdelrio7
@nualapower1

Top Replied-To in G1:
@drneilstone
@twain_marco
@nathanaelyoung
@martinthornber
@nualapower1
@cyclenut66
@hsom113
@daveyoung84
@eb_miri
@dogandbaglady

Top Replied-To in G2:
@drneilstone
@escmid
@idstewardship
@carlosdelrio7
@absteward
@davidvanduin
@achimkaasch
@taescmid
@monicaslavin
@icars_global

Top Replied-To in G3:
@drneilstone
@brunongagneux
@laurie_garrett
@dfisman
@carlosdelrio7
@idstewardship
@profmaryhorgan
@asherichia
@taescmid
@pattimi02

Top Replied-To in G4:
@dfisman
@marionkoopmans
@drneilstone
@barryhunt008
@epi_michael
@cpita3
@eckerleisabella
@annemouse4
@drouselle
@mylesamartin

Top Replied-To in G5:
@punditpandemic
@drneilstone
@nick_reit

Top Replied-To in G6:
@drneilstone
@idstewardship
@matthewlabbaz
@taescmid
@philipwfowler
@anitaschurch
@padstamundo
@clairekamalid
@gilboa_mayan
@nakar_a

Top Replied-To in G9:
@drneilstone
@tcoenye
@ferrylyon
@brauneyal
@guerreroespejo
@belenpadi
@y_smani
@cecilebebear
@rannirpaz1
@zhangliwei12

Top Replied-To in G10:
@gheitasir
@fredkbright
@sdb_lab
@khannalabbasel
@azinkernagellab
@sm_shambat
@chngin_the_wrld
@tipat
@akwoischnig
@escmid

Top Mentioned
Top Mentioned in Entire Graph:
@escmid
@eccmid
@drneilstone
@taescmid
@lancetrespirmed
@ukhsa
@idstewardship
@who
@carlosdelrio7
@tylerblack32

Top Mentioned in G1:
@escmid
@drneilstone
@twain_marco
@theyhungned
@nathanaelyoung
@musicquestmike
@sebstar15
@cyclenut66
@idstewardship
@marcelaaos

Top Mentioned in G2:
@escmid
@eccmid
@taescmid
@idstewardship
@drneilstone
@carlosdelrio7
@seimc_
@angie_rasmussen
@idsainfo
@mugecevik

Top Mentioned in G3:
@lancetrespirmed
@escmid
@ukhsa
@lancetgh
@rafael_araos
@meera_chand
@smhopkins
@thelancet
@mugecevik
@microbiosoc

Top Mentioned in G4:
@escmid
@tylerblack32
@kakape
@eccmid
@eckerleisabella
@dfisman
@marionkoopmans
@fredolives
@who
@drneilstone

Top Mentioned in G5:
@escmid
@drneilstone
@punditpandemic
@stewak2

Top Mentioned in G6:
@nanopore
@escmid
@jonathancidr
@gsttnhs
@eccmid
@labpillai
@uclh
@htropdis
@thetimes
@tomwhipple

Top Mentioned in G8:
@msf_lebanon

Top Mentioned in G9:
@escmid
@roblavigne1
@inesbleriot
@conchoc
@rannirpaz1
@phageforward
@ferrylyon
@azeredo_joana
@paulpirnay
@opacios

Top Mentioned in G10:
@eccmid
@escmid
@azinkernagellab
@itn_tipat
@khannalabbasel
@isap_org
@luc_boeck
@depbiomedicine
@urs_jenal
@annika_koumans

Top Tweeters
Top Tweeters in Entire Graph:
@robinsnewswire
@edinburghwatch
@gambiste1
@s9tmt
@crweworld
@roblwilson
@gojira007x
@newsfilterio
@sandradunn1955
@flashalert_me

Top Tweeters in G1:
@s9tmt
@roblwilson
@gojira007x
@sandradunn1955
@chilhon2016lap
@b1e56df9ce6549f
@jjj5819
@katcapps
@ansisegle
@theresamax

Top Tweeters in G2:
@carrybeyond
@seekingalpha
@business
@marting8177
@ml_tweet_bot
@intrepido221bx
@scopedbylarry
@melissasweetdr
@rattibha
@smartdissent

Top Tweeters in G3:
@curiocat13
@asher_wolf
@estarianne
@hijcp
@ketaminh
@catherinemginn
@njdoc
@redboybroken
@_l17r_
@eilonwy24

Top Tweeters in G4:
@marizsmn
@darylgibson
@meeksvs
@paulpaul49
@gadflyquebec
@mentalhealthbo5
@faz_net
@hopealdridge
@wavetop
@mig30m6

Top Tweeters in G5:
@patriot_girl_tx
@mtrushmore2016
@purpledalmation
@raeganlady
@mlas
@tgbed8v8
@sissywillis
@damnoldguy
@blaugast
@andymeanie

Top Tweeters in G6:
@drlindadykes
@posuttrump
@seqcomplete
@thetimes
@_lnnen_wt
@antoniodivine
@johnkenten
@scicommbot
@compchembiobot
@yuki_anesa

Top Tweeters in G7:
@bvellisco1
@msanchezp4
@vivadbsk
@christiangt80
@black_gras
@jlmmin37
@jose_unediano
@nuriasanz5
@ripaji
@barajitasana

Top Tweeters in G8:
@robinsnewswire
@crweworld
@newsfilterio
@flashalert_me
@stigmabase
@stckpro
@tian_a1
@cisionnews
@ktckm4649
@usg_ringo

Top Tweeters in G9:
@markowenmartin
@perbess
@yannbubien
@shrimpyguy
@mariadelmartom
@bordeaux
@spotlightmining
@afifpj
@tony_burnetti
@ilnam_kang

Top Tweeters in G10:
@kimberlyanngeo
@docnewsoholic
@debunkdenialism
@avesa2016
@aya_iizuka
@sci_comm_
@mft_nac
@unil
@pagrumpyhead21
@fbmh_uom