glioblastoma, Twitter, 6/29/2022 2:21:10 PM, 278772


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glioblastoma Twitter NodeXL SNA Map and Report for miércoles, 29 junio 2022 at 14:05 UTC
glioblastoma Twitter NodeXL SNA Map and Report for miércoles, 29 junio 2022 at 14:05 UTC
From:
GuillermoPeiro
Uploaded on:
June 29, 2022
Short Description:
glioblastoma via NodeXL https://bit.ly/3Np80X2
@alexeades1
@lisksama1
@meningioma_host
@glioblastomab
@bnosofficial
@maeconsult
@ladynenacouture
@tessaj_academy
@umich
@urcmich

Top hashtags:
#glioblastoma
#dcvax
#cancer
#gbm
#mwn
#stocks
#braincancer
#braintumor

Description:
Description
The graph represents a network of 2.139 Twitter users whose recent tweets contained "glioblastoma", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10.000 tweets. The network was obtained from Twitter on Wednesday, 29 June 2022 at 14:16 UTC.

The tweets in the network were tweeted over the 9-day, 15-hour, 30-minute period from Sunday, 19 June 2022 at 22:31 UTC to Wednesday, 29 June 2022 at 14:02 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 : 2139
Unique Edges : 3134
Edges With Duplicates : 560
Total Edges : 3694
Number of Edge Types : 5
Retweet : 1557
Tweet : 407
Replies to : 172
Mentions : 575
MentionsInRetweet : 983
Self-Loops : 422
Reciprocated Vertex Pair Ratio : 0,0264922870556673
Reciprocated Edge Ratio : 0,0516171185886965
Connected Components : 267
Single-Vertex Connected Components : 108
Maximum Vertices in a Connected Component : 1255
Maximum Edges in a Connected Component : 2573
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4,303236
Graph Density : 0,000669337017420256
Modularity : 0,757232
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2.139 Twitter users whose recent tweets contained "glioblastoma", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10.000 tweets. The network was obtained from Twitter on Wednesday, 29 June 2022 at 14:16 UTC.

The tweets in the network were tweeted over the 9-day, 15-hour, 30-minute period from Sunday, 19 June 2022 at 22:31 UTC to Wednesday, 29 June 2022 at 14:02 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 : glioblastoma
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:
[32] https://www.genengnews.com/topics/drug-discovery/biomarkers-identified-as-potential-targets-for-glioblastoma/
[30] https://aacrjournals.org/clincancerres/article/28/12/2527/699284/Temozolomide-and-Radiotherapy-versus-Radiotherapy?sf166579251=1
[30] https://www.cell.com/cancer-cell/fulltext/S1535-6108(22)00220-3
[19] https://gofund.me:443/f455169c
[18] https://www.gofundme.com/f/raise-essential-funds-for-oncology-device?utm_medium=email&utm_source=product&utm_campaign=p_email%2B2300-co-team-welcome
[18] https://www.curebraincancer.org.au/home
[18] https://www.journalgazette.net/sports/professional/komets/local-hockey-player-son-of-former-komet-faces-cancer-treatments/article_0dfed82c-f411-11ec-8155-0b5f0b014245.html
[15] https://insight.jci.org/articles/view/148990?utm_content=buffer08a30&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[13] https://twitter.com/MadRoydens/status/1417880757222187008
[13] https://thefreshtoast.com/news/cbd-and-cbg-show-promising-results-in-treating-glioblastoma-brain-tumors/

Top URLs in Tweet in G1:
[5] https://twitter.com/CNCSMsJarman/status/1540619111088136192

Top URLs in Tweet in G2:
[30] https://www.genengnews.com/topics/drug-discovery/biomarkers-identified-as-potential-targets-for-glioblastoma/
[10] https://vjoncology.com/
[9] https://pubmed.ncbi.nlm.nih.gov/35413115/
[8] http://biomed.papers.upol.cz/doi/10.5507/bp.2021.012.html
[7] https://www.mdpi.com/2076-3425/12/5/640
[6] https://linkinghub.elsevier.com/retrieve/pii/S2210261222003832
[6] https://www.mdpi.com/journal/life/special_issues/CBJ48Z71Z4
[6] https://academic.oup.com/my-Account/Register/
[5] https://thejns.org/view/journals/j-neurosurg-case-lessons/3/12/article-CASE21708.xml
[5] https://academic.oup.com/neuro-oncology/advance-article-abstract/doi/10.1093/neuonc/noac157/6612239?redirectedFrom=fulltext&login=false

Top URLs in Tweet in G3:
[3] https://dmlawfirm.com/
[2] https://seekingalpha.com/news/3846003-vbi-vaccines-updated-phase-2-glioblastoma-data-shows-continued-overall-survival-benefit
[2] https://www.fiercebiotech.com/research/vitamin-against-tumor-how-niacin-might-help-fight-glioblastoma
[2] https://academic.oup.com/nop/advance-article/doi/10.1093/nop/npac034/6576600
[2] https://increasesales.info/increasesalesnews/dailyincreasesalesnewsGlioblastomaMultiformeTreatmentMarketRevenueWouldIncrease28XBetween2022And2032ReachingThu23Jun2022050524GMT.php?from=increasesalesnews&pubmonth=06&utm_source=dlvr.it&utm_medium=twitter
[2] https://en.medshr.net/cases/15714346?_branch_match_id=link-1065616996186077055
[2] https://elmedicointeractivo.com/biomarcadores-en-el-glioblastoma/
[2] https://www.youtube.com/watch?v=4lBdHpoCEes

[2] https://www.newcontact.eu/secure/media/com_newcap/files/files/2022-06-23_PR_Strategic_Update_EN%2812%29.pdf
[1] https://orbi.uliege.be/handle/2268/292476

Top URLs in Tweet in G4:
[13] https://twitter.com/MadRoydens/status/1417880757222187008
[11] https://www.youtube.com/watch?t=1619&v=AfJl9ZIgo54&feature=youtu.be
[11] https://twitter.com/KristynPower/status/1538753919077081089
[9] https://twitter.com/FlemmingBruce/status/1540037927350181890
[7] https://drive.google.com/file/d/1VU5ps6NOCl4Os56_3QP_ahdRXPATsQzU/view?usp=sharing
[7] https://www.thebraintumourcharity.org/media-centre/news/research-news/we-respond-to-promising-survival-data-from-phase-iii-trial-of-dcvax-l/
[6] https://twitter.com/EngagementHc/status/1539902697201188864/photo/1
[6] https://www.bnos.org.uk/wp-content/uploads/2022/05/BNOS-2022-Programme.pdf
[6] https://twitter.com/BNOSofficial/status/1532652685450698753
[5] https://twitter.com/litmpodcast/status/1539948660552769537

Top URLs in Tweet in G5:
[3] https://www.stocktitan.net/news/VBIV/vbi-vaccines-receives-u-s-fda-orphan-drug-designation-for-vbi-1901-qo931wxk03i4.html
[1] https://marketwirenews.com/news-releases/vbi-vaccines-receives-u-s-fda-orphan-drug-designatio-6273134004175818.html?t=208442
[1] https://marketwirenews.com/news-releases/vbi-vaccines-receives-u-s-fda-orphan-drug-designatio-6273134004175818.html?t=652854
[1] https://marketwirenews.com/news-releases/vbi-vaccines-receives-u-s-fda-orphan-drug-designatio-6273134004175818.html?t=219691
[1] https://marketwirenews.com/news-releases/vbi-vaccines-receives-u-s-fda-orphan-drug-designatio-6273134004175818.html?t=69890
[1] https://marketwirenews.com/news-releases/vbi-vaccines-receives-u-s-fda-orphan-drug-designatio-6273134004175818.html?t=987274
[1] https://marketwirenews.com/news-releases/vbi-vaccines-receives-u-s-fda-orphan-drug-designatio-6273134004175818.html?t=58130
[1] https://marketwirenews.com/news-releases/vbi-vaccines-receives-u-s-fda-orphan-drug-designatio-6273134004175818.html?t=914764
[1] https://marketwirenews.com/news-releases/vbi-vaccines-receives-u-s-fda-orphan-drug-designatio-6273134004175818.html?t=750748
[1] https://marketwirenews.com/news-releases/vbi-vaccines-receives-u-s-fda-orphan-drug-designatio-6273134004175818.html?t=349909

Top URLs in Tweet in G6:
[27] https://aacrjournals.org/clincancerres/article/28/12/2527/699284/Temozolomide-and-Radiotherapy-versus-Radiotherapy?sf166579251=1
[25] https://www.cell.com/cancer-cell/fulltext/S1535-6108(22)00220-3
[3] https://academic.oup.com/nop/advance-article-abstract/doi/10.1093/nop/npac054/6613330#.YrRRCj9m9Ik.twitter
[3] https://labblog.uofmhealth.org/lab-report/outsmarting-brain-cancer
[1] https://aacrjournals.org/clincancerres/article/doi/10.1158/1078-0432.CCR-22-0171/699369/Safety-and-Efficacy-of-Irradiation-Boost-Based-on?sf166068818=1
[1] https://twitter.com/NCIgenomics/status/1539247028705890305
[1] https://twitter.com/simingman1/status/1542016822349729792
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41598-022-14539-6

Top URLs in Tweet in G8:
[17] https://www.gofundme.com/f/raise-essential-funds-for-oncology-device?utm_medium=email&utm_source=product&utm_campaign=p_email%2B2300-co-team-welcome
[5] https://www.justgiving.com/fundraising/Darryl-Claypole
[5] https://www.justgiving.com/fundraising/liam-bergin7
[3] https://twitter.com/ivybraintumctr/status/1537136066309898241
[3] https://gbmresearch.org/warrior-wednesday
[3] https://news.umich.edu/2-38m-to-test-nano-engineered-brain-cancer-treatment-in-mice/
[3] https://blogs.imperial.ac.uk/gliocova/2022/06/24/the-cost-of-treating-adult-glioblastoma-patients-in-england-2013-2018-bnos/
[2] https://twitter.com/gidsentinel/status/1542128237316276224
[2] https://www.braintumourresearch.org/stories/in-hope/in-hope-stories/tina-cranshaw/?utm_source=twitter&utm_medium=social&utm_campaign=case%20study%20-%20in%20hope&utm_content=image%20-%20tina%20cranshaw%20220626&utm_term=warm%20-%20none%20-%20none%20-%20worldwide
[2] https://twitter.com/alexeades1/status/1539339740377391105

Top URLs in Tweet in G10:
[5] https://ala.com/award/carthera-receives-fda-breakthrough-device-designation-for-sonocloud-9-system/
[4] https://pubmed.ncbi.nlm.nih.gov:443/34284108/
[4] https://docs.google.com/forms/d/e/1FAIpQLSf3hEUHetzmdqdZhy0CiTGazn2HRR0Cs_apKzBzRLEo8Kek6g/viewform?usp=send_form
[4] https://www.news-medical.net/news/20220622/Researchers-identify-biomarkers-that-could-be-targets-for-novel-drugs-to-treat-glioblastoma.aspx
[4] https://tinyurl.com/3c4dhkxm?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[3] https://sonalasense.com/for-patients/
[2] https://www.businesswire.com/news/home/20220628005315/en/SonALAsense-Achieves-Significant-Clinical-Growth-and-Funding-Milestones-Toward-its-Mission-to-Soundly-Defeat-Cancer
[2] http://www.fusfoundation.org/the-foundation/news-media/june-24-2022-carthera-system-granted-breakthrough-device-designation-and-more-news/
[2] https://s.einnews.com:443/ce0Ec6bARC
[1] https://aacrjournals.org/clincancerres/article/28/12/2527/699284/Temozolomide-and-Radiotherapy-versus-Radiotherapy?sf166579251=1

Top Domains
Top Domains in Tweet in Entire Graph:
[158] twitter.com
[67] marketwirenews.com
[51] cell.com
[37] gofundme.com
[36] nih.gov
[36] aacrjournals.org
[34] genengnews.com
[33] oup.com
[30] nature.com
[23] mdpi.com

Top Domains in Tweet in G1:
[5] twitter.com

Top Domains in Tweet in G2:
[32] genengnews.com
[25] nih.gov
[19] frontiersin.org
[19] oup.com
[18] mdpi.com
[18] nature.com
[15] cell.com
[14] twitter.com
[13] myjournals.org
[12] vjoncology.com

Top Domains in Tweet in G3:
[9] twitter.com
[4] gadgets360.com
[4] oup.com
[4] blogspot.com
[4] buzzsprout.com
[3] nih.gov
[3] businesswire.com
[3] youtube.com
[3] fiercebiotech.com
[3] dmlawfirm.com

Top Domains in Tweet in G4:
[59] twitter.com
[14] youtube.com
[8] google.com
[7] oup.com
[7] thebraintumourcharity.org
[6] org.uk
[5] radiopaedia.org
[5] clinicaltrials.gov
[3] instagram.com
[3] gov.uk

Top Domains in Tweet in G5:
[67] marketwirenews.com
[3] stocktitan.net
[1] flashalert.me
[1] newsfilter.io
[1] webchronicletoday.com

Top Domains in Tweet in G6:
[28] aacrjournals.org
[25] cell.com
[3] oup.com
[3] uofmhealth.org
[2] twitter.com
[1] nature.com

Top Domains in Tweet in G8:
[17] gofundme.com
[10] justgiving.com
[9] twitter.com
[4] gbmresearch.org
[3] umich.edu
[3] ac.uk
[2] braintumourresearch.org
[2] zusia.com
[2] brighamhealthonamission.org
[2] linktr.ee

Top Domains in Tweet in G10:
[5] ala.com
[4] nih.gov
[4] sonalasense.com
[4] google.com
[4] news-medical.net
[4] tinyurl.com
[2] businesswire.com
[2] fusfoundation.org
[2] einnews.com
[2] targetedonc.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[617] glioblastoma
[101] dcvax
[97] cancer
[90] gbm
[67] mwn
[67] stocks
[66] braincancer
[60] braintumor
[51] neurosurgery
[51] oncology



Top Hashtags in Tweet in G1:
[4] patientsarenotfaking
[2] remembercharlotte
[2] braincancer
[2] glioblastoma

Top Hashtags in Tweet in G2:
[284] glioblastoma
[49] braintumor
[45] neurosurgery
[42] oncology
[38] braincancer
[32] gbm
[32] cancer
[30] cancerresearch
[27] btsm
[22] neuropath

Top Hashtags in Tweet in G3:
[19] glioblastoma
[7] braincancer
[5] cancer
[4] braintumor
[3] cancersurvivors
[3] dcvax
[2] biotechnology
[2] nwbo
[2] dcvaxl
[2] gbm

Top Hashtags in Tweet in G4:
[97] glioblastoma
[97] dcvax
[44] cancer
[32] bnos2022
[29] gbm
[26] dcvaxl
[25] vaccine
[19] nwbo
[8] orphandrug
[8] orphandisease

Top Hashtags in Tweet in G5:
[67] mwn
[67] stocks
[3] vaccine

Top Hashtags in Tweet in G6:
[31] glioblastoma
[3] btsm
[2] biomarkers
[2] drugs
[1] cancer

Top Hashtags in Tweet in G8:
[29] glioblastoma
[10] gofundme
[9] gofundmae
[7] maeforgray
[6] warriorwednesday
[4] gomaeforgray
[4] neurooncology
[4] temozolomide
[3] gmfbrainbuddies
[3] braincancer

Top Hashtags in Tweet in G10:
[29] glioblastoma
[9] gbm
[8] btsm
[7] fda
[6] sonocloud
[5] dipg
[4] ai
[4] mri
[4] siim2022
[3] sonodynamictherapy

Top Words
Top Words in Tweet in Entire Graph:
[2240] glioblastoma
[1038] never
[653] #glioblastoma
[549] hope
[536] died
[524] took
[523] daughter
[522] loss
[519] grateful
[516] 19

Top Words in Tweet in G1:
[1037] glioblastoma
[1010] never
[515] daughter
[511] took
[510] loss
[509] died
[509] 19
[507] child
[505] lived
[505] age

Top Words in Tweet in G2:
[314] #glioblastoma
[313] glioblastoma
[86] brain
[81] tumor
[79] patients
[77] more
[69] #neurosurgery
[65] treatment
[65] identified
[64] cancer

Top Words in Tweet in G3:
[95] glioblastoma
[28] cancer
[24] brain
[20] treatment
[19] #glioblastoma
[18] vbi
[16] drug
[11] vaccines
[11] biomarkers
[11] drugs

Top Words in Tweet in G4:
[125] nwbo
[103] #glioblastoma
[103] #dcvax
[101] glioblastoma
[58] dcvax
[55] trial
[52] tumor
[45] patients
[44] #cancer
[40] results

Top Words in Tweet in G5:
[148] vbi
[74] vbiv
[74] vaccines
[74] receives
[74] fda
[74] orphan
[74] drug
[74] designation
[74] 1901
[74] treatment

Top Words in Tweet in G6:
[54] radiotherapy
[34] glioblastoma
[31] #glioblastoma
[27] phase
[27] study
[27] analysis
[27] tmz
[27] vs
[27] alone
[27] idh

Top Words in Tweet in G7:
[54] first
[54] kind
[54] nano
[54] scale
[54] vehicle
[54] known
[54] humanized
[54] biomimetic
[54] nanovesicles
[54] transports

Top Words in Tweet in G8:
[58] glioblastoma
[29] #glioblastoma
[18] please
[15] gbm
[15] never
[13] braintumourrsch
[13] support
[13] years
[12] call
[11] share

Top Words in Tweet in G9:
[2] month

Top Words in Tweet in G10:
[29] #glioblastoma
[17] gbm
[11] glioblastoma
[10] device
[9] co
[9] #gbm
[9] us_fda
[9] designation
[9] patients
[8] patient

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[520] died,glioblastoma
[516] glioblastoma,took
[510] daughter,lived
[510] lived,died
[510] took,age
[510] age,19
[510] 19,grateful
[510] grateful,never
[510] never,thought
[510] thought,child

Top Word Pairs in Tweet in G1:
[510] glioblastoma,took
[509] died,glioblastoma
[505] daughter,lived
[505] lived,died
[505] took,age
[505] age,19
[505] 19,grateful
[505] grateful,never
[505] never,thought
[505] thought,child

Top Word Pairs in Tweet in G2:
[46] learn,more
[35] #braintumor,#glioblastoma
[31] biomarkers,identified
[31] identified,potential
[31] potential,targets
[27] targets,#glioblastoma
[27] #glioblastoma,researchers
[27] researchers,identified
[27] identified,drugs
[27] drugs,help

Top Word Pairs in Tweet in G3:
[11] vbi,vaccines
[10] orphan,drug
[9] treatment,glioblastoma
[9] brain,cancer
[8] drug,designation
[7] vaccines,receives
[7] receives,fda
[7] fda,orphan
[7] designation,vbi
[7] vbi,1901

Top Word Pairs in Tweet in G4:
[33] #glioblastoma,#cancer
[31] results,phase
[31] phase,trial
[31] solid,tumor
[31] tumor,cancers
[31] #gbm,#glioblastoma
[29] dcvax,platform
[29] platform,solid
[27] mrk,bmy
[25] nwbo,#dcvax

Top Word Pairs in Tweet in G5:
[74] vbi,vaccines
[74] vaccines,receives
[74] receives,fda
[74] fda,orphan
[74] orphan,drug
[74] drug,designation
[74] designation,vbi
[74] vbi,1901
[74] 1901,treatment
[74] treatment,glioblastoma

Top Word Pairs in Tweet in G6:
[27] phase,study
[27] study,analysis
[27] analysis,tmz
[27] tmz,radiotherapy
[27] radiotherapy,vs
[27] vs,radiotherapy
[27] radiotherapy,alone
[27] alone,glioblastoma
[27] glioblastoma,idh
[27] idh,wildtype

Top Word Pairs in Tweet in G7:
[54] first,kind
[54] kind,nano
[54] nano,scale
[54] scale,vehicle
[54] vehicle,known
[54] known,humanized
[54] humanized,biomimetic
[54] biomimetic,nanovesicles
[54] nanovesicles,transports
[54] transports,targeted

Top Word Pairs in Tweet in G8:
[10] please,support
[9] glioblastoma,multiforme
[7] diagnosed,glioblastoma
[7] multiforme,gbm
[7] #glioblastoma,#maeforgray
[7] #maeforgray,#gofundme
[7] #gofundme,#gofundmae
[6] janet,kwiatkowski
[6] kwiatkowski,ceo
[6] ceo,mae

Top Word Pairs in Tweet in G10:
[7] breakthrough,device
[7] device,designation
[7] living,gbm
[7] #gbm,#glioblastoma
[5] #fda,us_fda
[5] us_fda,breakthrough
[5] designation,#sonocloud
[5] #sonocloud,system
[5] system,#glioblastoma
[5] #glioblastoma,co

Top Replied-To
Top Replied-To in Entire Graph:
@alexeades1
@dantrifmd
@drdamluji
@briannacocuzzo
@eastvillagetwt
@artistaffame
@mionaer1
@marietaportu
@itaiyanai
@grahanimal

Top Replied-To in G1:
@alexeades1
@momto2peas

Top Replied-To in G2:
@marietaportu
@dantrifmd
@lifeiskitsch

Top Replied-To in G4:
@eastvillagetwt
@mionaer1
@mc17595091
@hygro10
@alphavestcap
@metacollectiveg

Top Replied-To in G6:
@askdrshashank

Top Replied-To in G8:
@aidanb_98
@liamdbergin
@lewismoodyfdn
@alexeades1
@maeconsult

Top Replied-To in G9:
@jameslynchgtc

Top Mentioned
Top Mentioned in Entire Graph:
@marketwn
@bnosofficial
@kingsneuro
@fwkomets
@luriecancer
@mdandersonnews
@mfwitches
@slpng_giants_oz
@heimbergeramy
@victorgmilan

Top Mentioned in G1:
@alexeades1
@brenda_resister
@nayanikaaa

Top Mentioned in G2:
@victorgmilan
@glioblastomab
@bnosofficial
@btwarsaw
@peiwenchen9
@institut_curie
@neuroonc
@chu_lille
@hemeriontx
@carisls

Top Mentioned in G3:
@mundelasalud
@elmedicoint
@jcatonline

Top Mentioned in G4:
@kingsneuro
@bnosofficial
@kingsneurolab
@braintumourorg
@justinkeister5
@rhiannon_barrow
@universityleeds
@gliomagenomics
@bertcavanagh
@alphavestcap

Top Mentioned in G5:
@marketwn
@jerchess
@otcdynamics
@astockwatch1
@flashalert_me
@fastestalert
@iamcoltoncorley
@stocknewsbot2
@newsfilterio
@stock_titan

Top Mentioned in G6:
@castro2355_mg
@acspublications

Top Mentioned in G8:
@braintumourrsch
@tessaj_academy
@bnosofficial
@ivybraintumctr
@umich
@imperialsandc
@imperialnhs
@tomparker
@cantwellsbabexo
@dollyparton

Top Mentioned in G9:
@djchicus
@angryfleas
@augevonsoros
@estvoxpopuli
@waltertallen
@fvckyourfear
@andrewlazarus4
@kath2cats
@chimera414

Top Mentioned in G10:
@us_fda
@pennradiology
@stachestrong
@ndukaamankulor
@o8tneuro
@carthera_
@radiologyacr
@acrrfs
@acryps
@arrs_radiology

Top Tweeters
Top Tweeters in Entire Graph:
@zyitegadgets
@andyvermaut
@gambiste1
@s9tmt
@crweworld
@newsfilterio
@flashalert_me
@vonrosenchild
@wtul_playlist
@magicdmw

Top Tweeters in G1:
@christinejameis
@debsomewhere
@againsthunting
@eutopean
@yllekonadnerb
@pippaliciousj
@henriklubo
@andrewsb49
@wickedfairysad
@mariebrod

Top Tweeters in G2:
@s9tmt
@vonrosenchild
@animesh1977
@g_orl
@hubbucket
@hyhutriangle
@hephaistos_ai
@myjournals
@amainsight
@faynebby

Top Tweeters in G3:
@zyitegadgets
@andyvermaut
@crweworld
@wtul_playlist
@newsfrombw
@investor_feed
@dataemia
@whosoeverwill1
@gadgets360
@sirusiru3_bot

Top Tweeters in G4:
@gambiste1
@apwriter
@eastvillagetwt
@abbottsupreme
@braintumourlady
@charlieharden1
@kissbut_dnttell
@libertycentric
@braintumourorg
@sheetzlaw4u

Top Tweeters in G5:
@newsfilterio
@flashalert_me
@otcdynamics
@stock_titan
@stocknewsbot2
@gwenline56
@lamproce
@corqtrade
@webchronicleto1
@marketwn

Top Tweeters in G6:
@askdrshashank
@dgermain21
@15jfco
@mattmoss5595
@chris_dabayleaf
@munizthiago
@umrogelcancer
@andresfcardonaz
@acspublications
@rio_sugimura

Top Tweeters in G7:
@missesbun
@proglocommons
@sprbrighting
@unetomaterouge
@roy_cam
@servelan
@auriandra
@cats4mice
@flygrl520
@metalsolter

Top Tweeters in G8:
@grizzly712
@drol007
@cantwellsbabexo
@rachelburden
@braintumourrsch
@umich
@ethansgrumps
@drjackievolk
@teresachiara98
@whatmaddness

Top Tweeters in G9:
@tmzedg
@kath2cats
@mcfunny
@chimera414
@malo_j
@wendyorent
@angryfleas
@alex_on_a14
@andrewlazarus4
@skepticalmutant

Top Tweeters in G10:
@einpresswirepr
@radiologyacr
@targetedonc
@abbiesarmy
@gerrytye
@us_fda
@siim_tweets
@letddiceflyhigh
@dx_imaging
@rsna