immunology, Twitter, 1/5/2020 10:27:57 PM, 219816


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immunology_2020-01-05_13-12-35.xlsx
immunology_2020-01-05_13-12-35.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 05, 2020
Short Description:
immunology via NodeXL http://bit.ly/2QoqnRD
@erictopol
@cronycle
@natrevimmunol
@just4thecause
@jsteward2930
@immunitycp
@cjasn
@mmw_lmw
@kinwahsiu
@virusesimmunity

Top hashtags:
#immunology
#cancer
#immunotherapy
#primaryimmunodeficiency
#metabolism
#healthcare

Description:
Description
The graph represents a network of 3,042 Twitter users whose recent tweets contained "immunology", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 05 January 2020 at 22:02 UTC.

The tweets in the network were tweeted over the 7-day, 22-hour, 47-minute period from Saturday, 28 December 2019 at 22:22 UTC to Sunday, 05 January 2020 at 21:10 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 : 3042
Unique Edges : 4520
Edges With Duplicates : 1553
Total Edges : 6073
Number of Edge Types : 5
Tweet : 729
Retweet : 1006
Replies to : 349
Mentions : 2154
MentionsInRetweet : 1835
Self-Loops : 767
Reciprocated Vertex Pair Ratio : 0.0231280054957637
Reciprocated Edge Ratio : 0.0452103849597135
Connected Components : 623
Single-Vertex Connected Components : 349
Maximum Vertices in a Connected Component : 1544
Maximum Edges in a Connected Component : 3912
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.280081
Graph Density : 0.000482989327751931
Modularity : 0.688545
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 3,042 Twitter users whose recent tweets contained "immunology", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 05 January 2020 at 22:02 UTC.

The tweets in the network were tweeted over the 7-day, 22-hour, 47-minute period from Saturday, 28 December 2019 at 22:22 UTC to Sunday, 05 January 2020 at 21:10 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 : TwitterSearch
Graph Term : immunology
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:
[162] https://cjasn.asnjournals.org/sites/default/files/ASN/PDFs/Glomerular_Diseases.pdf
[38] https://immunology.sciencemag.org/content/5/43/eaay1863
[15] https://www.sciencedirect.com/science/article/pii/S0896841119308108?via%3Dihub
[14] https://immunology.sciencemag.org/content/5/43/eaay1863.full
[14] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41596-019-0232-9
[8] https://www.kindredmedia.org/2015/05/bruce-lipton-phd-on-immunology-and-vaccinations/
[6] https://immunology.sciencemag.org/content/5/43/eaax5430
[6] https://immunology.sciencemag.org/content/5/43/eaau4594
[6] https://www.mdlinx.com/allergy-immunology/article/5521
[6] https://www.research-in-germany.org/news/2020/1/2020-01-02_Bacteria_can__outsmart__programmed_cell_death

Top URLs in Tweet in G1:
[13] https://immunology.sciencemag.org/content/5/43/eaay1863
[8] https://www.kindredmedia.org/2015/05/bruce-lipton-phd-on-immunology-and-vaccinations/
[6] https://immunology.sciencemag.org/content/5/43/eaay1863.full
[5] http://www.hiv-aidstreatmentcenter-hospitalinindia.in/
[4] https://vanishingtwinmusic.bandcamp.com/album/the-age-of-immunology
[4] https://jobs.gsk.com/en-gb/jobs/226738?lang=it-it&utm_campaign=google_jobs_apply&utm_source=google_jobs_apply&utm_medium=organic
[3] https://www.youtube.com/watch?v=4MP-kAgT75c&feature=youtu.be

[3] https://immunology.sciencemag.org/content/5/43/eaax5430
[3] https://immunology.sciencemag.org/content/5/43/eaaz8128
[3] https://nutrition.peersalleyconferences.com/registration

Top URLs in Tweet in G2:
[3] https://twitter.com/hislopmd/status/1213477309233020930
[1] https://twitter.com/LifeDorr/status/1210430003113906176
[1] https://twitter.com/IHSBVM/status/1211367894031982593
[1] https://link.springer.com/chapter/10.1007/978-3-030-03323-1_8
[1] https://thevaccinereaction.org/2016/04/the-story-of-measles-sharp-decline/#.W_jUUN8tIYN.twitter
[1] https://www.cbsnews.com/news/vaccines-and-autism-a-new-scientific-review/
[1] http://danmurphydc.com/wordpress/wp-content/uploads/2011/01/AR-10-12-rata-AUTISM-VACCINE.pdf

Top URLs in Tweet in G3:
[8] https://immunology.sciencemag.org/content/5/43/eaay1863
[3] https://immunology.sciencemag.org/content/5/43/eaax5430
[2] http://immunology.sciencemag.org/lookup/doi/10.1126/sciimmunol.aav7501
[2] https://science.sciencemag.org/content/366/6472/1445?utm_campaign=SciMag&utm_source=JHubbard&utm_medium=Twitter
[2] https://app.cronycle.com/discovery/topics/Immunology?activeTab=influencers&utm_source=Twitter&utm_medium=tweet&utm_topic=Immunology
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-019-1817-8
[1] https://twitter.com/MyBlueEconomy/status/1213871585158991872
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41577-019-0177-9
[1] https://fcld.ly/f58wj12
[1] http://immunology.sciencemag.org/lookup/doi/10.1126/sciimmunol.aax6908

Top URLs in Tweet in G4:
[14] https://www.sciencedirect.com/science/article/pii/S0896841119308108?via%3Dihub
[14] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41596-019-0232-9
[5] https://immunology.sciencemag.org/content/5/43/eaay1863
[4] https://link.springer.com/article/10.1007/s10875-019-00729-x
[3] https://thebiotechnotes.wordpress.com/2019/12/22/overview-of-immune-system-innate-and-acquired-immunity/
[2] https://www.frontiersin.org/articles/10.3389/fimmu.2019.02773/full?utm_source=S-TWT&utm_medium=SNET&utm_campaign=ECO_FIMMU_XXXXXXXX_auto-dlvrit
[1] https://www.frontiersin.org/articles/10.3389/fimmu.2019.02804/full?utm_source=S-TWT&utm_medium=SNET&utm_campaign=ECO_FIMMU_XXXXXXXX_auto-dlvrit
[1] https://www.frontiersin.org/articles/10.3389/fimmu.2019.02710/full?utm_source=S-TWT&utm_medium=SNET&utm_campaign=ECO_FIMMU_XXXXXXXX_auto-dlvrit
[1] https://www.frontiersin.org/articles/10.3389/fimmu.2019.02732/full?utm_source=S-TWT&utm_medium=SNET&utm_campaign=ECO_FIMMU_XXXXXXXX_auto-dlvrit
[1] https://www.frontiersin.org/articles/10.3389/fimmu.2019.02734/full?utm_source=S-TWT&utm_medium=SNET&utm_campaign=ECO_FIMMU_XXXXXXXX_auto-dlvrit

Top URLs in Tweet in G5:
[6] https://immunology.sciencemag.org/content/5/43/eaay1863
[4] http://blog.mathematical-oncology.org/good-cop-bad-cop.html
[3] https://immunology.sciencemag.org/content/5/43/eaay1863.full
[2] https://immunology.sciencemag.org/content/5/43/eaaz8128
[1] https://twitter.com/EricTopol/status/1213180573646118912
[1] https://cjasn.asnjournals.org/sites/default/files/ASN/PDFs/Glomerular_Diseases.pdf
[1] https://www.tandfonline.com/doi/full/10.1080/2162402X.2019.1685300?cookieSet=1

Top URLs in Tweet in G6:
[160] https://cjasn.asnjournals.org/sites/default/files/ASN/PDFs/Glomerular_Diseases.pdf
[2] https://cjasn.asnjournals.org/sites/default/files/ASN/PDFs/Renal_Immunology.pdf
[1] https://twitter.com/aishaikh/status/1213434842538479618
[1] https://cjasn.asnjournals.org/sites/default/files/ASN/PDFs/Renal_Physiology.pdf
[1] https://cjasn.asnjournals.org/sites/default/files/ASN/PDFs/Nephropharmacology.pdf

Top URLs in Tweet in G7:
[3] https://www.immunology.org/events/frontiers-in-comparative-immunology-series-t-cell-biology
[2] https://www.birmingham.ac.uk/research/immunology-immunotherapy/research/bactivac/3rd-Annual-Network-Meeting.aspx
[2] http://www.vetvaccnet.ac.uk/news/2019/11/funding-early-career-researcher-attendance-frontiers-comparative-immunology-series-t
[2] https://www.immunology.org/grants-and-prizes/communicating-immunology
[2] https://www.intvetvaccnet.co.uk/news/scholarship-call-frontiers-in-comparative-immunology-series-t-cell-biology
[2] https://twitter.com/britsocimm/status/1211297833388855299
[1] http://www.birmingham.ac.uk/research/activity/immunology-immunotherapy/research/bactivac/index.aspx
[1] https://www.bio-rad-antibodies.com/monoclonal/human-cd352-antibody-hsf6-4-20-mca6095.html?f=purified?utm_source=twitter&utm_medium=social&utm_campaign=CD352DEC19
[1] https://www.ed.ac.uk/roslin/postgraduate/studentships/eastbio-the-chicken-or-the-egg-unravelling-immunological-mechanisms-of-in-ovo-vaccination
[1] https://www.immunology.org/news/three-steps-career-success-webinar-series-for-early-career-researchers

Top URLs in Tweet in G8:
[5] https://insight.jci.org/articles/view/133103?utm_content=buffer6ed92&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://insight.jci.org/articles/view/130850
[2] https://insight.jci.org/articles/view/130850?utm_content=bufferaff99&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://science.sciencemag.org/content/366/6462/eaav5728
[1] https://jci.org/articles/view/129520
[1] https://insight.jci.org/articles/view/132975?utm_content=bufferc2866&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://insight.jci.org/articles/view/132527?utm_content=buffer6fa93&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.nature.com/collections/mghkkdjlgx/timeline/?utm_source=twitter&utm_medium=social&utm_campaign=mile-hivresearchdiscoveryHIV-1
[1] https://www.aai.org/Membership/Member-Benefits
[1] https://www.aai.org/Careers/Career-Related-Links

Top Domains
Top Domains in Tweet in Entire Graph:
[166] asnjournals.org
[103] sciencemag.org
[94] twitter.com
[50] frontiersin.org
[41] nature.com
[40] dlvr.it
[30] sciencedirect.com
[18] scoop.it
[16] youtube.com
[15] jci.org

Top Domains in Tweet in G1:
[31] sciencemag.org
[30] twitter.com
[10] peersalleyconferences.com
[9] kindredmedia.org
[8] careerarc.com
[6] frontiersin.org
[6] youtube.com
[5] nature.com
[5] hiv-aidstreatmentcenter-hospitalinindia.in
[4] bandcamp.com

Top Domains in Tweet in G2:
[5] twitter.com
[1] springer.com
[1] thevaccinereaction.org
[1] cbsnews.com
[1] danmurphydc.com

Top Domains in Tweet in G3:
[26] sciencemag.org
[6] twitter.com
[5] pnas.org
[3] nature.com
[2] eaaci.org
[2] sciencedirect.com
[2] biorxiv.org
[2] cronycle.com
[1] fcld.ly
[1] stemcell.com

Top Domains in Tweet in G4:
[39] frontiersin.org
[17] sciencedirect.com
[16] nature.com
[8] twitter.com
[6] sciencemag.org
[5] springer.com
[3] wordpress.com
[2] elsevierhealth.com
[2] harvard.edu
[1] cas.cz

Top Domains in Tweet in G5:
[11] sciencemag.org
[4] mathematical-oncology.org
[1] twitter.com
[1] asnjournals.org
[1] tandfonline.com

Top Domains in Tweet in G6:
[164] asnjournals.org
[1] twitter.com

Top Domains in Tweet in G7:
[15] immunology.org
[6] ac.uk
[2] co.uk
[2] twitter.com
[1] bio-rad-antibodies.com
[1] wiley.com
[1] nature.com

Top Domains in Tweet in G8:
[15] jci.org
[2] nature.com
[2] aai.org
[2] immunology2020.org
[2] sciencemag.org
[1] gohawaii.com
[1] youtube.com
[1] vumc.org
[1] frontiersin.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[352] immunology
[201] cancer
[129] immunotherapy
[72] primaryimmunodeficiency
[29] metabolism
[25] healthcare
[25] immunometabolism
[22] iot
[22] medicine
[21] antibiotics



Top Hashtags in Tweet in G1:
[66] immunology
[15] medicine
[13] medical
[12] cancer
[9] hiv
[9] nutrition
[9] obesity
[8] health
[8] healthcare
[8] publichealth

Top Hashtags in Tweet in G2:
[5] vaccineswork
[1] vaccine
[1] vaccinessavelives
[1] science

Top Hashtags in Tweet in G3:
[22] immunology
[16] mitochondria
[16] dna
[13] genetic
[12] macrophage
[12] brain
[12] vascular
[12] imaging
[12] zebrafish
[12] cerebral

Top Hashtags in Tweet in G4:
[76] immunology
[64] primaryimmunodeficiency
[22] immunometabolism
[21] iot
[19] rstats
[19] antibiotics
[19] metabolism
[18] serverless
[16] snrtg
[10] genomics

Top Hashtags in Tweet in G5:
[162] cancer
[101] immunotherapy
[4] mathonco
[4] immunology
[1] bcsm

Top Hashtags in Tweet in G6:
[1] nephpearls
[1] glomerulonephritis
[1] renalphysiology
[1] immunology
[1] pharmacology

Top Hashtags in Tweet in G7:
[16] sicb2020
[5] publicengagement
[4] immunology
[3] immunologyrules
[3] tcells
[2] bactivacevents
[2] avianimmunology
[2] topcited
[1] neuroimmunology
[1] mucosal

Top Hashtags in Tweet in G8:
[16] immunology
[7] vi4facultyspotlight
[5] oncology
[3] conversationswithgiantsinmedicine
[3] immunotherapy
[2] aai2020
[2] hawaii
[2] genetics
[2] nih
[2] vi4recreading

Top Hashtags in Tweet in G9:
[1] climatechange

Top Words
Top Words in Tweet in Entire Graph:
[2322] Words in Sentiment List#1: Positive
[1720] Words in Sentiment List#2: Negative
[7] Words in Sentiment List#3: Angry/Violent
[78142] Non-categorized Words
[82184] Total Words
[1626] immunology
[734] #immunology
[685] co
[423] cells
[336] renal

Top Words in Tweet in G1:
[291] immunology
[67] #immunology
[41] cells
[32] research
[31] allergy
[28] age
[28] 2020
[26] twin
[26] immune
[25] pd

Top Words in Tweet in G2:
[124] immunology
[51] doritmi
[44] thereal_truther
[37] roguetrader84
[37] know
[36] rosewind2007
[35] jestrbob
[33] charbrevolution
[31] ltock
[30] takethatdoctors

Top Words in Tweet in G3:
[103] #immunology
[84] cell
[63] biology
[56] sciimmunology
[55] immunology
[47] cells
[47] human
[42] viruses
[31] type
[24] structural

Top Words in Tweet in G4:
[273] #immunology
[139] research
[117] #iot
[113] #genomics
[95] #rstats
[94] #raredisease
[91] cells
[79] #bigdata
[73] #serverless
[69] #primaryimmunodeficiency

Top Words in Tweet in G5:
[215] pd
[171] drugs
[171] 000
[171] billion
[162] #cancer
[144] cells
[114] myeloid
[114] top
[114] 12
[111] checkpoint

Top Words in Tweet in G6:
[640] co
[328] renal
[169] cjasn
[168] special
[168] series
[168] immunology
[160] clinicians
[160] glomerular
[160] disease
[160] mcaqh8otlh

Top Words in Tweet in G7:
[56] immunology
[34] 2020
[23] meeting
[22] lab
[22] date
[19] #sicb2020
[17] evolution
[15] next
[15] registration
[15] group

Top Words in Tweet in G8:
[40] #immunology
[14] dr
[14] kim
[12] #oncology
[11] immunology
[11] visit
[11] more
[11] 2020
[10] immune
[9] hiv

Top Words in Tweet in G10:
[5] phd
[4] damage
[3] trollbusterxxx
[3] mancunianmedlc
[3] shazbat2008
[3] esjabe1
[3] tinkier
[3] scamhunter486
[3] gkylilghost
[3] annisalli59

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[196] myeloid,cells
[185] pd,myeloid
[172] renal,immunology
[170] cjasn,special
[170] special,series
[162] series,clinicians
[162] clinicians,glomerular
[162] glomerular,disease
[162] disease,co
[162] co,mcaqh8otlh

Top Word Pairs in Tweet in G1:
[24] vanishing,twin
[24] age,immunology
[17] twin,age
[16] pd,myeloid
[16] myeloid,cells
[14] deletion,pd
[13] allergy,immunology
[12] targeted,deletion
[12] cells,induces
[12] induces,antitumor

Top Word Pairs in Tweet in G2:
[29] pjmoore1958,jahisatanas
[28] thereal_truther,jeanne18814995
[28] harrywatson1988,rosewind2007
[28] rosewind2007,speaksintruth
[27] notyour28981739,reason2voice
[27] docemru,jestrbob
[27] jestrbob,rolandbouman
[27] rolandbouman,takethatdoctors
[26] jahisatanas,roguetrader84
[26] roguetrader84,thereal_truther

Top Word Pairs in Tweet in G3:
[21] viruses,absolutely
[21] absolutely,fascinating
[21] fascinating,teach
[21] teach,host
[21] host,cell
[21] cell,biology
[21] biology,genetics
[21] genetics,developmental
[21] developmental,biology
[21] biology,structural

Top Word Pairs in Tweet in G4:
[65] #genomics,#immunology
[54] #rstats,#itrtg
[46] #immunology,#raredisease
[45] #genomics,#raredisease
[34] #immunology,#genomics
[32] #technology,#rstats
[31] #scicomm,#technology
[31] #primaryimmunodeficiency,disorders
[27] department,pathology
[27] laboratory,medicine

Top Word Pairs in Tweet in G5:
[114] pd,myeloid
[114] myeloid,cells
[114] 000,000
[101] shakeup,thinking
[101] thinking,#cancer
[101] #cancer,#immunotherapy
[101] #immunotherapy,remarkable
[101] remarkable,surprising
[101] surprising,results
[101] results,indicate

Top Word Pairs in Tweet in G6:
[168] cjasn,special
[168] special,series
[168] renal,immunology
[160] series,clinicians
[160] clinicians,glomerular
[160] glomerular,disease
[160] disease,co
[160] co,mcaqh8otlh
[160] mcaqh8otlh,renal
[160] renal,physiology

Top Word Pairs in Tweet in G7:
[14] 01,2020
[13] immunology,evolution
[12] avian,immunology
[12] immunology,phd
[12] phd,opportunity
[12] opportunity,related
[12] related,ovo
[12] ovo,vaccination
[12] vaccination,against
[12] against,viral

Top Word Pairs in Tweet in G8:
[14] dr,kim
[7] immune,checkpoint
[7] kicking,#2020
[7] #2020,faculty
[7] faculty,appreciation
[7] appreciation,#vi4facultyspotlight
[7] #vi4facultyspotlight,glad
[7] glad,dr
[7] kim,team
[7] team,dr

Top Word Pairs in Tweet in G10:
[3] esjabe1,tinkier
[3] tinkier,scamhunter486
[3] scamhunter486,gkylilghost
[3] gkylilghost,annisalli59
[3] annisalli59,inezshooter
[3] inezshooter,janamb
[3] jimgamble_ineqe,nancyparks8
[3] nancyparks8,nessiestressy
[3] nessiestressy,natalie01016290
[3] natalie01016290,max_____xxx

Top Replied-To
Top Replied-To in Entire Graph:
@squarebearbets
@aldubftnqt
@ca_astrocomm
@thezipper7
@angelikastalman
@daniminnesnowta
@rubberbandits
@insidevaccines
@nikhilautar1
@alumilynn

Top Replied-To in G1:

Top Replied-To in G2:
@squarebearbets
@angelikastalman
@daniminnesnowta
@alumilynn
@exvaxxer_mommy
@unknown59521363
@insidevaccines
@lorcawood
@mcfunny
@michaelmina_lab

Top Replied-To in G3:
@jenheemstra
@rafaeljarg

Top Replied-To in G4:
@nindsdirector
@virusesimmunity
@drfna
@sesiegler
@timtriche

Top Replied-To in G5:
@syinvesting
@r_buyer

Top Replied-To in G6:
@cjasn
@aishaikh

Top Replied-To in G7:
@sicbdede
@immunogoogling
@britsocimm
@echinokate

Top Replied-To in G8:
@jci_insight

Top Replied-To in G9:
@davidyoung13

Top Replied-To in G10:
@trollbusterxxx
@shazbat2008

Top Mentioned
Top Mentioned in Entire Graph:
@cjasn
@sciimmunology
@doritmi
@thereal_truther
@rosewind2007
@roguetrader84
@jestrbob
@charbrevolution
@ltock
@takethatdoctors

Top Mentioned in G1:
@2020_nutrition
@martinchautari
@hiv_conference

Top Mentioned in G2:
@doritmi
@thereal_truther
@rosewind2007
@roguetrader84
@jestrbob
@charbrevolution
@ltock
@takethatdoctors
@doctorchristian
@pjmoore1958

Top Mentioned in G3:
@sciimmunology
@uniofnewcastle
@ciml_immunology
@monashuni
@immunitycp
@virusesimmunity
@yalemed
@pnasnews
@weillcornell
@ircaninstitute

Top Mentioned in G4:
@frontimmunol
@nki_nl
@natureprotocols
@nih
@rwjms
@sciencemagazine
@edinburghuni
@drfna
@img_cas
@labpatel

Top Mentioned in G5:
@thillen17
@cjasn
@naturebiotech
@klendathucap
@lsvalue

Top Mentioned in G6:
@cjasn
@ganishafatania

Top Mentioned in G7:
@intvetvaccnet
@london_immuno
@bactivac
@bsicongress
@sicbdede
@compvetimm
@kmcesutton1
@britsocimm
@sicbtweets
@vetvaccnet

Top Mentioned in G8:
@danafarber
@harvardmed
@jci_insight
@fredhutch
@jclinicalinvest
@sylvestercancer
@ragoninstitute
@childrenspgh
@utsabiology
@faseborg

Top Mentioned in G9:
@nimn2019
@melanie33720945
@b_bolshevik100
@jono_nath
@quantummist
@heisenburgal2o3
@mleiter42
@asinister
@hallbertcg
@dawntj90

Top Mentioned in G10:
@mancunianmedlc
@esjabe1
@tinkier
@scamhunter486
@gkylilghost
@annisalli59
@inezshooter
@janamb
@jimgamble_ineqe
@nancyparks8

Top Tweeters
Top Tweeters in Entire Graph:
@salvesayson
@wengcookie
@sectest9
@derick04kt1772
@santos_08bern
@averillanena
@ellina_gen
@aldubftnqt
@mhellopez19
@chidambara09

Top Tweeters in G1:
@collegaegezocht
@usajoblist
@andysugs
@cancercurenow
@f_camel
@gohsuket
@jobs_italia
@gas_souza
@okiehen
@ismokeit

Top Tweeters in G2:
@lizditz
@veritasever
@fawfulfan
@_mamadeb
@rocza
@anarchic_teapot
@doritmi
@beckyjohnson222
@lalaruefrench75
@philosopherstew

Top Tweeters in G3:
@femtech_
@loulan_777
@gdorn1
@herna_santigo
@nyawiranjoroge
@_open_science_
@neurosocialself
@milabelitardo
@jhewitt123
@biorxivpreprint

Top Tweeters in G4:
@sectest9
@chidambara09
@snrtg
@serverlessfan
@khanimambobar
@sesiegler
@angelseti
@rstatstweet
@itrtg
@dnaed_tech

Top Tweeters in G5:
@tighnacoille
@kentbottles
@alisyngayle
@nick_zen
@cd_fuller
@toffleresque
@dhovekamp42
@changermindset
@klendathucap
@bertrandbio

Top Tweeters in G6:
@myglobalpac
@stevecripe57
@kidney_boy
@sanusizulkifli
@jsebastianzm
@medpedshosp
@tulunsokit
@dytiaaurinh
@yozhik_alissa
@pank3cito

Top Tweeters in G7:
@mtanichthys
@lizziebillingt1
@boylelab
@stephanielangel
@fishy_hayes
@thephysoc
@sarahknutie
@evodevodiva
@ebennesta394
@unm

Top Tweeters in G8:
@ds41744
@hcresearcher
@altariest
@danafarber
@fredhutch
@ok_thej14leroux
@holkarmaharaj
@iss_research
@drkomanduri
@zenbrainest

Top Tweeters in G9:
@rmack2x
@tokyo_tom
@boggywood
@regimechangebc
@gillesnfio
@craigthomler
@asinister
@bendynaa
@dieterfrikadell
@dawntj90

Top Tweeters in G10:
@cerb32
@glasgowgangland
@alfibab3
@mancunianmedlc
@jimgamble_ineqe
@nancyparks8
@esmilulatvijuxx
@janamb
@bourgeoisviews
@philiptann1961