Cellular therapy, Twitter, 7/5/2022 1:48:41 PM, 279075


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Cellular therapy Twitter NodeXL SNA Map and Report for Tuesday, 05 July 2022 at 13:45 UTC
Cellular therapy Twitter NodeXL SNA Map and Report for Tuesday, 05 July 2022 at 13:45 UTC
From:
vivian
Uploaded on:
July 05, 2022
Short Description:
Cellular therapy via NodeXL https://bit.ly/3adH9Q8
@gizelle_234
@swaledalemutton
@drjamesolsson
@the1chloe
@nicogagelmann
@truthfirst7
@cyclingdoctor
@theebmt_trainee
@elementolab
@sghorashian

Top hashtags:
#health
#cellulartherapy
#pipac
#ehr
#healthcare
#emr

Description:
Description
The graph represents a network of 263 Twitter users whose recent tweets contained "Cellular therapy", 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 Tuesday, 05 July 2022 at 13:47 UTC.

The tweets in the network were tweeted over the 8-day, 17-hour, 4-minute period from Sunday, 26 June 2022 at 14:00 UTC to Tuesday, 05 July 2022 at 07:05 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 : 263
Unique Edges : 355
Edges With Duplicates : 96
Total Edges : 451
Number of Edge Types : 5
Retweet : 90
Tweet : 62
Mentions : 143
Replies to : 36
MentionsInRetweet : 120
Self-Loops : 66
Reciprocated Vertex Pair Ratio : 0.0424242424242424
Reciprocated Edge Ratio : 0.0813953488372093
Connected Components : 74
Single-Vertex Connected Components : 28
Maximum Vertices in a Connected Component : 29
Maximum Edges in a Connected Component : 52
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.730518
Graph Density : 0.00499230836211651
Modularity : 0.750714
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 263 Twitter users whose recent tweets contained "Cellular therapy", 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 Tuesday, 05 July 2022 at 13:47 UTC.

The tweets in the network were tweeted over the 8-day, 17-hour, 4-minute period from Sunday, 26 June 2022 at 14:00 UTC to Tuesday, 05 July 2022 at 07:05 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 : Cellular therapy
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[12] https://aacrjournals.org/cancerimmunolres/article/doi/10.1158/2326-6066.CIR-22-0040/705093/Adoptive-Cellular-Therapy-with-Autologous-Tumor
[9] https://www.youtube.com/watch?v=F9LjxWMuNNg&feature=youtu.be

[8] https://medicalxpress.com/news/2022-07-importance-ecological-cellular-interactions-therapy.html
[8] https://nyaspubs.onlinelibrary.wiley.com/doi/10.1111/nyas.14710
[7] https://webmedy.com/blog/top-10-benefits-of-cellular-therapy/
[7] https://doi.org/10.1126/SCIADV.ABM7212
[4] https://us02web.zoom.us/webinar/register/7316565508080/WN_PDbDBoIsT6qtpGalFLNxxA
[4] https://nanostring.com/research-focus/cellular-therapy-and-regenerative-medicine/accelerate-stem-cell-therapy-development/?utm_source=twitter&utm_medium=267d1735-f735-482f-8962-85842aa32c20&utm_campaign=oncology
[3] https://www.journal-of-hepatology.eu/article/S0168-8278(22)00066-6/fulltext
[3] https://education.binayfoundation.org/2022-cellular-therapy-conference#group-tabs-node-course-default7

Top URLs in Tweet in G1:
[1] http://this.World

Top URLs in Tweet in G2:
[7] https://webmedy.com/blog/top-10-benefits-of-cellular-therapy/
[2] https://bestofhealthcare.com/health-and-wellness/the-future-of-medicine/low-level-laser-therapy/
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41565-022-01122-3
[1] https://www.amazon.com/dp/0982322569?&linkCode=sl1&tag=vitalplan20-20&linkId=0620c297d432fcfd1085845198bd5301&language=en_US&ref_=as_li_ss_tl
[1] https://twitter.com/gecko39/status/1541518983614136323
[1] https://www.chattersource.com/red-light-therapy-brain/
[1] https://www.thepaperlink.com/:35749374
[1] https://marketing.pegisolutions.com/l/865122/2022-06-29/p3nlq8/17605
[1] https://cardiovascularaging.com/article/view/4524
[1] https://www.miragenews.com/cleveland-clinic-researchers-shed-new-light-on-812310/

Top URLs in Tweet in G3:
[1] https://www.fda.gov/vaccines-blood-biologics/cellular-gene-therapy-products/what-gene-therapy

Top URLs in Tweet in G4:
[9] https://www.youtube.com/watch?v=F9LjxWMuNNg&feature=youtu.be

[2] https://www.frontiersin.org/research-topics/39351/novel-therapies-for-indolent-lymphomas-in-the-cellular-therapy-era
[2] https://twitter.com/NicoGagelmann/status/1537028764445687808

Top URLs in Tweet in G5:
[3] https://twitter.com/HT_Medical/status/1542071825466793986

Top URLs in Tweet in G6:
[10] https://aacrjournals.org/cancerimmunolres/article/doi/10.1158/2326-6066.CIR-22-0040/705093/Adoptive-Cellular-Therapy-with-Autologous-Tumor

Top URLs in Tweet in G8:
[1] https://www.fda.gov/vaccines-blood-biologics/cellular-gene-therapy-products/what-gene-therapy#:~:text=Gene%20therapy%20is%20a%20technique,that%20is%20not%20functioning%20properly

Top URLs in Tweet in G9:
[8] https://medicalxpress.com/news/2022-07-importance-ecological-cellular-interactions-therapy.html
[7] https://doi.org/10.1126/SCIADV.ABM7212

Top URLs in Tweet in G10:
[8] https://nyaspubs.onlinelibrary.wiley.com/doi/10.1111/nyas.14710

Top Domains
Top Domains in Tweet in Entire Graph:
[12] aacrjournals.org
[9] youtube.com
[8] medicalxpress.com
[8] wiley.com
[7] webmedy.com
[7] doi.org
[7] twitter.com
[5] frontiersin.org
[5] fda.gov
[4] zoom.us

Top Domains in Tweet in G1:
[1] this.world

Top Domains in Tweet in G2:
[7] webmedy.com
[2] bestofhealthcare.com
[2] nature.com
[2] careerwebsite.com
[1] amazon.com
[1] twitter.com
[1] chattersource.com
[1] thepaperlink.com
[1] pegisolutions.com
[1] cardiovascularaging.com

Top Domains in Tweet in G3:
[1] fda.gov

Top Domains in Tweet in G4:
[9] youtube.com
[2] frontiersin.org
[2] twitter.com

Top Domains in Tweet in G5:
[3] twitter.com

Top Domains in Tweet in G6:
[10] aacrjournals.org

Top Domains in Tweet in G8:
[1] fda.gov

Top Domains in Tweet in G9:
[8] medicalxpress.com
[7] doi.org

Top Domains in Tweet in G10:
[8] wiley.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[9] health
[9] cellulartherapy
[8] pipac
[7] ehr
[7] healthcare
[7] emr
[7] healthcareit
[7] medical
[7] newsalert
[6] genetherapy



Top Hashtags in Tweet in G2:
[7] ehr
[7] healthcare
[7] emr
[7] healthcareit
[7] health
[7] medical
[7] cellulartherapy
[7] newsalert
[3] strangerthings
[2] science

Top Hashtags in Tweet in G4:
[5] lymsm
[3] multiplesclerosis
[3] leusm
[3] mmsm
[3] mpnsm
[3] mdssm
[3] neurotwitter
[2] cellulartherapy
[2] lymphoma
[2] immunotherapy

Top Hashtags in Tweet in G5:
[5] bsbmtct

Top Hashtags in Tweet in G7:
[8] pipac

Top Words
Top Words in Tweet in Entire Graph:
[189] cellular
[179] therapy
[50] cancer
[39] gene
[26] cell
[23] light
[22] report
[21] therapies
[21] research
[20] resistance

Top Words in Tweet in G1:
[19] gene
[15] cellular
[14] therapy
[12] fraud
[10] actually
[9] cov
[9] 19
[8] injection
[8] fake
[7] vitiates

Top Words in Tweet in G2:
[40] cellular
[40] therapy
[13] cancer
[11] light
[9] benefits
[8] interactions
[7] read
[7] researchers
[7] shed
[7] importance

Top Words in Tweet in G3:
[9] gene
[8] cellular
[7] therapy
[5] andrewbowdensm1
[5] snoooooooooot
[5] fridayschild00
[5] coviddatareport
[5] gdrmonroe
[4] expression
[3] tracyjayney64

Top Words in Tweet in G4:
[12] transplant
[12] cellular
[12] therapy
[9] here's
[9] episode
[9] helen
[9] heslop
[9] bcmhouston
[9] co
[9] hosted

Top Words in Tweet in G5:
[11] cellular
[11] therapy
[7] showcase
[6] advanced
[6] bsbmtct
[5] fabulous
[5] #bsbmtct
[5] memoriam
[5] dramitpatel
[5] moving

Top Words in Tweet in G6:
[20] mutant
[20] cancer
[10] congrats
[10] peter
[10] kim
[10] branch
[10] nci_ccr_sb
[10] cir_aacr
[10] study
[10] tcrs

Top Words in Tweet in G7:
[16] innovation
[8] amazing
[8] accomplishment
[8] israelisso
[8] members
[8] dr
[8] mohamed
[8] adilah
[8] aviramnissan
[8] first

Top Words in Tweet in G8:
[3] alienincatsuit
[3] aspalaasnasntyr
[3] notmrfarmer
[3] brent_yager
[3] cadiedorange172
[3] censorednews5
[3] nicolaforbrexit
[3] therapy
[2] incytometry
[2] feclasby

Top Words in Tweet in G9:
[8] researchers
[8] shed
[8] light
[8] importance
[8] ecological
[8] cellular
[8] interactions
[8] targeted
[8] therapy
[8] resistance

Top Words in Tweet in G10:
[8] marriage
[8] synthetic
[8] biology
[8] cell
[8] therapy
[8] transform
[8] medicine
[8] future
[8] give
[8] rise

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[87] cellular,therapy
[24] gene,therapy
[15] cellular,gene
[15] researchers,shed
[15] shed,light
[15] light,importance
[15] importance,ecological
[15] ecological,cellular
[15] cellular,interactions
[15] interactions,targeted

Top Word Pairs in Tweet in G1:
[14] cellular,gene
[13] gene,therapy
[9] cov,19
[7] fraud,vitiates
[7] vitiates,everything
[6] actually,cellular
[6] gene,therapy'
[5] therapy,injection
[5] world,health
[5] stefan,oelrich

Top Word Pairs in Tweet in G2:
[16] cellular,therapy
[7] researchers,shed
[7] shed,light
[7] light,importance
[7] importance,ecological
[7] ecological,cellular
[7] cellular,interactions
[7] interactions,targeted
[7] targeted,therapy
[7] therapy,resistance

Top Word Pairs in Tweet in G3:
[6] gene,therapy
[5] snoooooooooot,fridayschild00
[5] fridayschild00,coviddatareport
[5] coviddatareport,gdrmonroe
[3] without,rna
[2] swaledalemutton,iamtybalt79
[2] gdrmonroe,fda
[2] fda,claims
[2] cellular,expression
[2] part,gene

Top Word Pairs in Tweet in G4:
[12] cellular,therapy
[9] here's,episode
[9] episode,helen
[9] helen,heslop
[9] heslop,bcmhouston
[9] bcmhouston,co
[9] co,hosted
[9] hosted,ibrahematology
[9] ibrahematology,different
[9] different,healthcare

Top Word Pairs in Tweet in G5:
[11] cellular,therapy
[6] advanced,cellular
[5] therapy,showcase
[5] showcase,memoriam
[5] memoriam,dramitpatel
[5] dramitpatel,moving
[5] moving,tribute
[5] tribute,wife
[5] wife,thank
[5] thank,much

Top Word Pairs in Tweet in G6:
[10] congrats,peter
[10] peter,kim
[10] kim,branch
[10] branch,nci_ccr_sb
[10] nci_ccr_sb,cir_aacr
[10] cir_aacr,study
[10] study,tcrs
[10] tcrs,targeting
[10] targeting,mutant
[10] mutant,tp53

Top Word Pairs in Tweet in G7:
[8] amazing,accomplishment
[8] accomplishment,israelisso
[8] israelisso,members
[8] members,dr
[8] dr,mohamed
[8] mohamed,adilah
[8] adilah,aviramnissan
[8] aviramnissan,first
[8] first,administering
[8] administering,cellular

Top Word Pairs in Tweet in G8:
[3] notmrfarmer,brent_yager
[3] brent_yager,cadiedorange172
[3] cadiedorange172,censorednews5
[3] censorednews5,nicolaforbrexit
[2] aspalaasnasntyr,feclasby
[2] feclasby,notmrfarmer
[2] alienincatsuit,aspalaasnasntyr
[2] gene,therapy

Top Word Pairs in Tweet in G9:
[8] researchers,shed
[8] shed,light
[8] light,importance
[8] importance,ecological
[8] ecological,cellular
[8] cellular,interactions
[8] interactions,targeted
[8] targeted,therapy
[8] therapy,resistance
[8] resistance,lung

Top Word Pairs in Tweet in G10:
[8] marriage,synthetic
[8] synthetic,biology
[8] biology,cell
[8] cell,therapy
[8] therapy,transform
[8] transform,medicine
[8] medicine,future
[8] future,give
[8] give,rise
[8] rise,complex

Top Replied-To
Top Replied-To in Entire Graph:
@prof_kstone
@the1chloe
@bigsmiffy438
@drjamesolsson
@alienincatsuit
@gregnordo
@dr_colemami
@andrewbowdensm1
@berrytartlet
@willyb1919

Top Replied-To in G1:
@prof_kstone
@drjamesolsson
@bigsmiffy438
@willyb1919
@sophiefloating
@berniespofforth
@politicspollss
@remnantmd
@jamesarthurxv
@peterpham

Top Replied-To in G3:
@the1chloe
@dr_colemami
@berrytartlet
@andrewbowdensm1
@sammie_spambat

Top Replied-To in G8:
@alienincatsuit
@incytometry

Top Mentioned
Top Mentioned in Entire Graph:
@nci_ccr_sb
@cir_aacr
@bcmhouston
@ibrahematology
@israelisso
@aviramnissan
@sheba_medical
@essonews
@socsurgonc
@asco

Top Mentioned in G1:
@christinapushaw
@untilor
@repthomasmassie
@jennyjenhaha
@p_mcculloughmd
@clarecraigpath
@douglas___quaid
@kristina_wong
@thejasonwise
@drbeen_medical

Top Mentioned in G3:
@snoooooooooot
@fridayschild00
@coviddatareport
@gdrmonroe
@andrewbowdensm1
@tracyjayney64
@iamtybalt79
@jasonwoody
@swaledalemutton

Top Mentioned in G4:
@bcmhouston
@ibrahematology
@frontoncology
@nepperla
@sairah__ahmed
@theebmt
@theebmt_trainee

Top Mentioned in G5:
@bsbmtct
@dramitpatel
@drmiguelperales
@rob_wynnlfc
@ajsfurness
@sghorashian
@brijeshgautama

Top Mentioned in G6:
@nci_ccr_sb
@cir_aacr

Top Mentioned in G7:
@israelisso
@aviramnissan
@sheba_medical
@essonews
@socsurgonc
@asco

Top Mentioned in G8:
@aspalaasnasntyr
@notmrfarmer
@brent_yager
@cadiedorange172
@censorednews5
@nicolaforbrexit
@feclasby
@incytometry
@alienincatsuit

Top Mentioned in G9:
@scienceadvances
@medical_xpress

Top Tweeters
Top Tweeters in Entire Graph:
@isearch247
@miragenewscom
@sheelaghg
@jesssfrankel
@gecko39
@spoonhead8
@physorg_health
@betterjobsearch
@dataemia
@florantine11

Top Tweeters in G1:
@oibal60
@berniespofforth
@asfleischman
@kristina_wong
@peterpham
@christinapushaw
@bigsmiffy438
@thejasonwise
@soulessginger8
@politicspollss

Top Tweeters in G2:
@isearch247
@miragenewscom
@gecko39
@dataemia
@whosoeverwill1
@catechcouncil
@bioengineerorg
@jyostna59883008
@the_paper_link
@chrismilbank

Top Tweeters in G3:
@sheelaghg
@spoonhead8
@swaledalemutton
@domjoly
@gdrmonroe
@mpc_xetts
@snoooooooooot
@berrytartlet
@ratingsword
@tracyjayney64

Top Tweeters in G4:
@bcmhouston
@cyclingdoctor
@fuesperanzaviva
@frontoncology
@theebmt
@annasureda5
@drrfmc
@nicogagelmann
@sairah__ahmed
@drjcornago

Top Tweeters in G5:
@drmiguelperales
@dramitpatel
@avishek_pal
@rob_wynnlfc
@bex1601
@ht_medical
@ajsfurness
@bsbmtct
@orlapstewart
@sghorashian

Top Tweeters in G6:
@dgermain21
@eladsharonmd
@cir_aacr
@fran_mj88
@asaf_maoz
@yosephrami
@tellkrish
@nci_ccr_sb
@galcafri
@vroudko

Top Tweeters in G7:
@asco
@rathodpihu
@socsurgonc
@essonews
@psogi_ec
@y_a_demma
@israelisso
@newsjellybelly
@aviramnissan
@sheba_medical

Top Tweeters in G8:
@cadiedorange172
@brent_yager
@nicolaforbrexit
@incytometry
@hungryfillbe
@notmrfarmer
@aspalaasnasntyr
@feclasby
@alienincatsuit
@censorednews5

Top Tweeters in G9:
@physorg_health
@florantine11
@ajem_mx
@physorg_com
@medical_xpress
@serrgv
@sciencex_com
@brianpberlin2
@scienceadvances

Top Tweeters in G10:
@elementolab
@waio38
@aricaroline
@ericm_liu
@drfalzaid
@perceptronmd
@luismalaver
@karynph33230068


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