#radonc, Twitter, 12/9/2019 3:36:44 AM, 218441


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#radonc_2019-12-08_12-00-01.xlsx
#radonc_2019-12-08_12-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 09, 2019
Short Description:
#radonc via NodeXL http://bit.ly/2RErjm9
@cd_fuller
@subatomicdoc
@astro_org
@sandraturner49
@monthy_a
@seansachdevmd
@bjr_radiology
@rtendulkarmd
@radoncodonk
@pattydiezh

Top hashtags:
#radonc
#pubmed
#radiology
#radiotherapy
#sabr
#lcsm
#radiationtherapy
#pcsm

Description:
Description
The graph represents a network of 1,296 Twitter users whose tweets in the requested range contained "#radonc", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 08 December 2019 at 20:00 UTC.

The requested start date was Sunday, 08 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 22-hour, 16-minute period from Sunday, 24 November 2019 at 01:11 UTC to Saturday, 07 December 2019 at 23:28 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 : 1296
Unique Edges : 2925
Edges With Duplicates : 2301
Total Edges : 5226
Number of Edge Types : 3
Mentions : 4763
Replies to : 168
Tweet : 295
Self-Loops : 295
Reciprocated Vertex Pair Ratio : 0.0698907956318253
Reciprocated Edge Ratio : 0.130650335374745
Connected Components : 52
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 1169
Maximum Edges in a Connected Component : 5069
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.773115
Graph Density : 0.00204311454311454
Modularity : 0.407161
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 1,296 Twitter users whose tweets in the requested range contained "#radonc", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 08 December 2019 at 20:00 UTC.

The requested start date was Sunday, 08 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 22-hour, 16-minute period from Sunday, 24 November 2019 at 01:11 UTC to Saturday, 07 December 2019 at 23:28 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 : #radonc
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:
[20] https://www.radoncquestions.com/
[17] https://www.redjournal.org/article/S0360-3016(19)34058-1/pdf#.XepLTe3xJHQ.twitter
[16] http://eContour.org
[14] https://ascopubs.org/doi/full/10.1200/CCI.19.00041
[14] https://www.medtechdive.com/news/mandatory-cms-radiation-oncology-model-goes-on-the-backburner/568097/
[12] https://www.birpublications.org/doi/full/10.1259/bjr.20190180
[11] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41585-019-0199-x.epdf%3Fshared_access_token%3D3F2KlFEdEXzqx8dSk2Ag0tRgN0jAjWel9jnR3ZoTv0MhdvxDPzSe101-9TGJv8J9ToSPzSFZkUSFPx5k39HBKtIjwldP71PbBySHpwTynQ4KaBhpLfc-_50MOxsctQ9ovhNwstacTTZA-O4jcStcrQ%253D%253D
[11] https://www.birpublications.org/doi/full/10.1259/bjr.20190211
[8] https://twitter.com/radioncoluis/status/1198980343958626306
[8] https://www.estro.org/ESTRO/media/ESTRO/Courses/2020/191121-ESTRO-School-Calendar-2020_WEB.pdf

Top URLs in Tweet in G1:
[16] https://www.radoncquestions.com/
[7] https://www.redjournal.org/article/S0360-3016(19)34058-1/pdf#.XepLTe3xJHQ.twitter
[6] https://www.medtechdive.com/news/mandatory-cms-radiation-oncology-model-goes-on-the-backburner/568097/
[4] https://www.instagram.com/p/B5OXm6Ag5O9/?igshid=kwzozt7n66ew
[3] https://www.shorturl.at/yFU68
[3] https://twitter.com/ETSshow/status/1201868975300210688
[3] http://eContour.org
[2] https://twitter.com/marty_shrkeli/status/1201595298520469504
[2] https://twitter.com/prashantvempati/status/1202629787942039553
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thoracic.theclinics.com%2Farticle%2FS1547-4127%2819%2930073-8%2Fabstract&rc=0

Top URLs in Tweet in G2:
[12] https://ascopubs.org/doi/full/10.1200/CCI.19.00041
[9] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41585-019-0199-x.epdf%3Fshared_access_token%3D3F2KlFEdEXzqx8dSk2Ag0tRgN0jAjWel9jnR3ZoTv0MhdvxDPzSe101-9TGJv8J9ToSPzSFZkUSFPx5k39HBKtIjwldP71PbBySHpwTynQ4KaBhpLfc-_50MOxsctQ9ovhNwstacTTZA-O4jcStcrQ%253D%253D
[8] https://twitter.com/radioncoluis/status/1198980343958626306
[7] https://ro-journal.biomedcentral.com/articles/10.1186/s13014-019-1394-x
[5] https://twitter.com/FREELANCEROG/status/1201209439849721862?s=19
[5] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5915220/
[4] https://www.ncbi.nlm.nih.gov/pubmed/31784803?dopt=Abstract&utm_source=dlvr.it&utm_medium=twitter
[4] http://eContour.org
[3] https://www.ncbi.nlm.nih.gov/pubmed/31762693?dopt=Abstract&utm_source=dlvr.it&utm_medium=twitter
[3] https://www.ncbi.nlm.nih.gov/pubmed/31786391?dopt=Abstract&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G3:
[4] Regato
[4] http://www.roinstitute.org/Ways-to-Give/Donate
[4] https://www.radiologybusiness.com/topics/quality/patient-stress-masks-head-neck-cancer-screenings
[4] https://twitter.com/aawr_org/status/1201168159518134272
[3] https://www.roinstitute.org/Ways-to-Give/Giving-Tuesday
[3] https://academy.astro.org/content/astros-2020-final-rules-webinar#group-tabs-node-course-default1
[3] https://twitter.com/GOPHELP/status/1201860097032544257
[3] https://www.ascopost.com/news/december-2019/high-dose-brachytherapy-for-older-patients-with-nonmelanoma-skin-cancer/
[2] Fund/Del
[2] https://www.astro.org/Meetings-and-Education/Live-Meetings/2020/ASTRO-Annual-Refresher-Course/Registration-and-Hotel/Registration

Top URLs in Tweet in G4:
[8] http://eContour.org
[7] https://www.medtechdive.com/news/mandatory-cms-radiation-oncology-model-goes-on-the-backburner/568097/
[4] https://www.redjournal.org/article/S0360-3016(19)34058-1/pdf#.XepLTe3xJHQ.twitter
[2] https://columbiamemorial.org/cmh-ohsu-knight-cancer-collaborative-performs-first-sbrt/
[1] https://twitter.com/AnushaKalbasiMD/status/1201995537760698370
[1] https://ascopubs.org/doi/pdf/10.1200/CCI.19.00041?cookieSet=1
[1] https://www.mskcc.org/cancer-care/patient-education/radiation-therapy
[1] https://ascopubs.org/doi/pdf/10.1200/JOP.19.00376?cookieSet=1
[1] https://link.springer.com/article/10.1007/s13187-019-01625-z
[1] https://www.sciencedirect.com/science/article/pii/S0360301619301968?via%3Dihub

Top URLs in Tweet in G5:
[2] https://twitter.com/ACS_Research/status/1203054729548455936
[2] https://twitter.com/Vilavaite/status/1196445466851979266
[2] https://www.rcr.ac.uk/clinical-oncology-clinical-radiology/event/oncology-global-setting-improving-access-quality
[1] https://twitter.com/slconcology/status/1167838611804311552
[1] https://twitter.com/achoud72/status/1202275983962836994
[1] https://twitter.com/slconcology/status/1202851049314406400
[1] https://www.estro.org/ESTRO/media/ESTRO/Courses/2020/191121-ESTRO-School-Calendar-2020_WEB.pdf
[1] https://jamanetwork.com/journals/jama/article-abstract/2756290
[1] https://twitter.com/syeepei/status/1198198137426530304
[1] https://www.manchester.ac.uk/discover/news/one-dose-of-radiotherapy-as-effective-as-five-doses-for-cancer-in-the-spine/

Top URLs in Tweet in G6:
[8] https://www.birpublications.org/doi/full/10.1259/bjr.20190211
[7] https://www.birpublications.org/doi/full/10.1259/bjr.20190180
[4] https://www.birpublications.org/doi/10.1259/bjr.20190001
[3] https://www.birpublications.org/doi/full/10.1259/bjr.20190524
[3] https://europepmc.org/articles/PMC5873308/
[3] http://www.heraldopenaccess.us/fulltext/Nuclear-Medicine-Radiology-&-Radiation-Therapy/Dynamic-Ultrasound-for-Medial-Meniscus-Tear-Transverse.php
[2] https://www.birpublications.org/doi/full/10.1259/bjr.20190590
[2] https://www.birpublications.org/toc/bjro/1/1
[2] https://www.birpublications.org/doi/full/10.1259/bjr.20190183
[2] https://twitter.com/BJR_Radiology/status/1197956915524820997

Top URLs in Tweet in G7:
[2] https://twitter.com/JoulesGray/status/1202454731005865984
[1] https://twitter.com/TheCancerConf/status/1200348279906676736
[1] https://twitter.com/anoopharidass1/status/1200111654937276416
[1] https://twitter.com/anushakalbasimd/status/1201995537760698370
[1] https://twitter.com/henriqueslab/status/1200367576167206913
[1] https://twitter.com/mkittlesonmd/status/1200423937034686464
[1] https://twitter.com/RCRadiologists/status/1172485172731744258
[1] https://twitter.com/finn_corinne/status/1198950306568114181
[1] https://twitter.com/CCLRI/status/1199334852962783232
[1] https://physicsworld.com/a/proknow-ds-distribute-tasks-centralize-knowledge-and-harness-the-power-of-big-data/?_lrsc=3f9d3197-ae44-44bd-b04a-fb677727680a

Top URLs in Tweet in G8:
[2] https://www.redjournal.org/article/S0360-3016(19)34058-1/pdf#.XepLTe3xJHQ.twitter
[2] https://twitter.com/rtanswers_org/status/1202301781453279232
[1] https://twitter.com/tcrt_cancer/status/1203201864851959808
[1] https://twitter.com/sabinbmotwanimd/status/1202940532571414530
[1] https://jamanetwork.com/journals/jama/article-abstract/2756290
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.redjournal.org%2Farticle%2FS0360-3016%2819%2934461-X%2Ffulltext%3Fdgcid%3Draven_jbs_aip_email&rc=0
[1] https://link.springer.com/article/10.1007/s11060-019-03328-3
[1] https://link.springer.com/article/10.1007/s11060-019-03332-7

Top URLs in Tweet in G9:
[7] https://www.estro.org/ESTRO/media/ESTRO/Courses/2020/191121-ESTRO-School-Calendar-2020_WEB.pdf
[1] https://www.ncbi.nlm.nih.gov/pubmed/31271824
[1] https://ascopubs.org/doi/full/10.1200/JCO.19.01706
[1] https://www.astro.org/Meetings-and-Education/Live-Meetings/2020/ASTRO-Annual-Refresher-Course?utm_source=MagnetMail&utm_medium=email&utm_term=AKoong@mdanderson.org&utm_content=ASTROgram_120419&utm_campaign=Parade
[1] magazine
[1] highlights
[1] lung
[1] cancer
[1] RT,
[1] Hahn

Top URLs in Tweet in G10:
[1] https://cdmrp.army.mil/prmrp/awards/19daawards
[1] https://www.radoncquestions.com/

Top Domains
Top Domains in Tweet in Entire Graph:
[354] nih.gov
[164] twitter.com
[53] birpublications.org
[28] ascopubs.org
[23] redjournal.org
[20] radoncquestions.com
[16] econtour.org
[16] ieee.org
[14] roinstitute.org
[14] medtechdive.com

Top Domains in Tweet in G1:
[48] twitter.com
[16] radoncquestions.com
[8] redjournal.org
[8] elsevierhealth.com
[6] medtechdive.com
[5] nih.gov
[4] instagram.com
[4] clevelandclinic.org
[3] shorturl.at
[3] econtour.org

Top Domains in Tweet in G2:
[348] nih.gov
[39] twitter.com
[17] ascopubs.org
[15] ieee.org
[10] nature.com
[7] biomedcentral.com
[6] sciencedirect.com
[4] birpublications.org
[4] redjournal.org
[4] econtour.org

Top Domains in Tweet in G3:
[24] twitter.com
[14] roinstitute.org
[8] astro.org
[6] ascopost.com
[6] appliedradiationoncology.com
[4] redjournal.org
[4] radiologybusiness.com
[3] pardot.com
[2] ascopubs.org
[2] senate.gov

Top Domains in Tweet in G4:
[8] econtour.org
[7] medtechdive.com
[6] ascopubs.org
[4] twitter.com
[4] redjournal.org
[3] thelancet.com
[2] google.com
[2] astro.org
[2] birpublications.org
[2] columbiamemorial.org

Top Domains in Tweet in G5:
[14] twitter.com
[3] ac.uk
[1] estro.org
[1] jamanetwork.com
[1] econtour.org
[1] eurekalert.org
[1] dovepress.com
[1] birpublications.org
[1] elsevierhealth.com

Top Domains in Tweet in G6:
[43] birpublications.org
[6] twitter.com
[3] europepmc.org
[3] heraldopenaccess.us
[2] au.dk
[2] mattioli1885journals.com
[2] biomedcentral.com
[2] vjoncology.com
[1] doi.org
[1] ascopubs.org

Top Domains in Tweet in G7:
[13] twitter.com
[2] campaign-archive.com
[1] physicsworld.com
[1] elekta.com
[1] netdimensions.com
[1] radpro.eu

Top Domains in Tweet in G8:
[4] twitter.com
[2] redjournal.org
[2] springer.com
[1] jamanetwork.com
[1] elsevierhealth.com

Top Domains in Tweet in G9:
[8] estro.org
[2] twitter.com
[1] nih.gov
[1] ascopubs.org
[1] astro.org
[1] elsevier.com
[1] mdanderson.org
[1] redjournal.org
[1] birpublications.org
[1] iba-dosimetry.com

Top Domains in Tweet in G10:
[1] army.mil
[1] radoncquestions.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1635] radonc
[333] pubmed
[69] radiology
[61] radiotherapy
[42] sabr
[41] lcsm
[40] radiationtherapy
[39] pcsm
[34] medphys
[34] givingtuesday



Top Hashtags in Tweet in G1:
[419] radonc
[26] lcsm
[22] sabr
[13] meded
[11] uksabr19
[9] twitter
[9] btsm
[9] astro19
[8] clecliniccancer
[7] medtwitter

Top Hashtags in Tweet in G2:
[636] radonc
[333] pubmed
[33] pcsm
[30] radiology
[28] jmiro
[26] proyectoandrogeno
[26] movember
[25] radiationtherapy
[17] cardiacsabr
[17] uksabr19

Top Hashtags in Tweet in G3:
[163] radonc
[27] givingtuesday
[20] rsna19
[12] redjournal
[9] cancer
[9] openaccess
[9] womenwhocurie
[8] patient
[8] kuwcro
[7] oncology

Top Hashtags in Tweet in G4:
[68] radonc
[9] radiation
[4] btsm
[4] amsm
[3] lcam
[3] lungcancer
[3] tbt
[2] jcocci
[2] radoncrocks
[2] radoncrock

Top Hashtags in Tweet in G5:
[43] radonc
[24] whereishoskin
[13] uk
[9] lka
[8] frcr
[7] meded
[7] hoskinquiz
[4] nof1
[4] radiotherapy
[3] clinonc

Top Hashtags in Tweet in G6:
[76] radonc
[23] radiology
[10] braintumor
[9] radiotherapy
[8] openaccess
[8] radres
[7] medphys
[5] lcam
[5] artificialintelligence
[5] freeaccessfriday

Top Hashtags in Tweet in G7:
[45] radonc
[11] radiotherapy
[9] neoadjuvant
[9] hnscc
[5] bridge2019
[4] medicalphysics
[3] immunotherapy
[3] atr
[3] parp
[2] lungcancer

Top Hashtags in Tweet in G8:
[35] radonc
[6] btsm
[4] bcsm
[3] sabr
[3] lungcancer
[2] amsm
[2] cancer
[2] lcsm
[2] radbio
[2] sbrt

Top Hashtags in Tweet in G9:
[35] radonc
[9] pancreaticcancer
[7] protontherapy
[7] medulloblastoma
[7] estrocourses
[7] rtt
[5] radiotherapy
[3] medphys
[2] endcancer
[2] estronewsletter

Top Hashtags in Tweet in G10:
[18] radonc
[8] roprep2019
[1] oncoalert
[1] radiationoncology
[1] meded
[1] radiobiology
[1] hdrbrachy
[1] radiation
[1] therapy
[1] womenwhocurie

Top Words
Top Words in Tweet in Entire Graph:
[2169] Words in Sentiment List#1: Positive
[1088] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[53866] Non-categorized Words
[57123] Total Words
[1633] #radonc
[374] cancer
[340] ncbi
[333] #pubmed
[314] radiotherapy

Top Words in Tweet in G1:
[419] #radonc
[96] cd_fuller
[81] subatomicdoc
[72] drmalikasiker
[66] rtendulkarmd
[61] fumikochino
[55] etsshow
[46] sabrconsortium
[45] astro_org
[44] academic

Top Words in Tweet in G2:
[636] #radonc
[340] ncbi
[333] #pubmed
[258] cancer
[244] radiotherapy
[119] treatment
[110] patients
[107] cell
[104] radiation
[84] lung

Top Words in Tweet in G3:
[160] #radonc
[58] astro_org
[34] senate
[29] ro_institute
[28] dr
[27] #givingtuesday
[27] committee
[26] patients
[26] help
[25] 2020

Top Words in Tweet in G4:
[68] #radonc
[51] breast
[45] vs
[35] rcts
[34] thelancet
[34] partial
[27] rtog
[25] long
[24] sabinbmotwanimd
[24] whole

Top Words in Tweet in G5:
[43] #radonc
[26] congratulations
[24] #whereishoskin
[23] trial
[21] proud
[16] mcrcnews
[15] colleagues
[15] achoud72
[14] many
[14] very

Top Words in Tweet in G6:
[77] #radonc
[30] bjr_radiology
[26] treatment
[25] radiation
[23] #radiology
[22] radiotherapy
[21] cancer
[18] professor
[17] review
[17] therapy

Top Words in Tweet in G7:
[45] #radonc
[16] radiotherapy
[15] research
[11] trials
[11] #radiotherapy
[10] dose
[10] finn_corinne
[10] patients
[9] great
[9] hskinnermdphd

Top Words in Tweet in G8:
[35] #radonc
[26] seansachdevmd
[20] trial
[20] vs
[16] srs
[13] dose
[13] scorad
[13] jama
[13] best
[13] palliative

Top Words in Tweet in G9:
[35] #radonc
[21] ackoongmdphd
[16] improved
[12] 2020
[10] novel
[9] fasting
[9] therapeutic
[9] strategy
[9] #pancreaticcancer
[9] survival

Top Words in Tweet in G10:
[18] #radonc
[11] thanks
[8] #roprep2019
[7] receive
[7] year
[7] award
[6] resident
[6] jeffcaomdmba
[5] last
[4] lbarbera123

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[334] ncbi,#radonc
[333] #radonc,#pubmed
[83] prostate,cancer
[75] radiation,therapy
[73] merkel,cell
[61] lung,cancer
[60] radiation,oncology
[49] breast,cancer
[46] #radiology,#radonc
[44] cancer,patients

Top Word Pairs in Tweet in G1:
[30] drjamesgood,sabrconsortium
[27] sabrconsortium,alison_tree
[26] tomrackley,drandrewloblaw
[25] henningwillers,rweichselbaum
[24] bk_radiation,drewmoghanaki
[23] drewmoghanaki,astro_org
[22] #radonc,resident
[21] alison_tree,tomrackley
[20] astro_org,cd_fuller
[20] fumikochino,rtendulkarmd

Top Word Pairs in Tweet in G2:
[334] ncbi,#radonc
[333] #radonc,#pubmed
[61] prostate,cancer
[45] radiation,therapy
[45] merkel,cell
[44] lung,cancer
[37] head,neck
[37] breast,cancer
[37] radiotherapy,ncbi
[32] cancer,ncbi

Top Word Pairs in Tweet in G3:
[19] help,committee
[19] committee,votes
[19] stephen,hahn
[17] senate,help
[17] votes,approve
[17] commissioner,full
[17] full,senate
[17] senate,vote
[16] #radonc,dr
[15] breaking,senate

Top Word Pairs in Tweet in G4:
[23] nsabp,39
[23] 39,rtog
[23] rtog,0413
[23] breast,vs
[23] whole,breast
[22] long,awaited
[22] awaited,rapid
[22] rapid,nrgonc
[22] nrgonc,nsabp
[22] 0413,partial

Top Word Pairs in Tweet in G5:
[13] very,proud
[13] proud,#uk
[13] #uk,trial
[13] trial,congratulations
[13] congratulations,colleagues
[13] colleagues,drvmisra
[13] drvmisra,mcmrhona
[13] mcmrhona,#whereishoskin
[13] #whereishoskin,mcrcnews
[12] achoud72,very

Top Word Pairs in Tweet in G6:
[15] #radiology,#radonc
[12] treatment,planning
[10] clinical,trials
[10] particle,radiotherapy
[10] bjr_radiology,review
[9] radiation,therapy
[9] vacant,professor
[9] professor,associate
[9] associate,professor
[9] professor,positions

Top Word Pairs in Tweet in G7:
[9] hskinnermdphd,#radonc
[9] #radonc,upmchillmancc
[9] #neoadjuvant,trials
[9] trials,#hnscc
[7] slide,set
[7] #hnscc,biomarkers
[7] upmchillmancc,talks
[7] talks,#neoadjuvant
[6] crukresearch,funding
[6] funding,network

Top Word Pairs in Tweet in G8:
[13] scorad,trial
[13] trial,jama
[13] jama,best
[13] best,palliative
[13] palliative,cord
[13] cord,cauda
[13] cauda,compression
[13] compression,8gy
[13] 8gy,vs
[13] vs,20gy

Top Word Pairs in Tweet in G9:
[9] fasting,novel
[9] novel,#radonc
[9] #radonc,therapeutic
[9] therapeutic,strategy
[9] strategy,#pancreaticcancer
[9] #pancreaticcancer,improved
[9] improved,survival
[9] survival,intestinal
[9] intestinal,crypt
[9] crypt,cells

Top Word Pairs in Tweet in G10:
[5] #radonc,resident
[4] resident,neil_pfister_md
[4] neil_pfister_md,receive
[4] receive,discovery
[4] discovery,award
[4] award,deptofdefense
[4] deptofdefense,year
[4] year,grant
[4] last,day
[4] day,#roprep2019

Top Replied-To
Top Replied-To in Entire Graph:
@cd_fuller
@a_ct_simmdjd
@subatomicdoc
@abro_radiation
@etsshow
@drchowdharymd
@agomeziturriaga
@mcwardmd
@seansachdevmd
@radonc_ai

Top Replied-To in G1:
@cd_fuller
@a_ct_simmdjd
@subatomicdoc
@etsshow
@abro_radiation
@drmalikasiker
@shikhajainmd
@radonc_ai
@mcwardmd
@drchowdharymd

Top Replied-To in G2:
@agomeziturriaga
@antoniojconde
@henningwillers
@seansachdevmd
@drantoparavati
@luisalberto3p
@antoniogomezc4
@_shankarsiva
@ozradonc
@sabrconsortium

Top Replied-To in G3:
@chadtangmd
@fumikochino
@vpoke
@akesarwala

Top Replied-To in G4:
@raakstar
@bhaffty
@wvumedschool
@loveandmedicine

Top Replied-To in G5:
@drchowdharymd
@drianweissman
@abro_radiation
@chadinabhan
@atb_md

Top Replied-To in G7:
@crukresearch
@ranjitbindra
@romaanamir
@alison_tree
@mhadzimd
@cancerconnector
@hskinnermdphd
@ewenharrison

Top Replied-To in G8:
@wstraza
@timothykrusermd

Top Replied-To in G9:
@nethertonians
@feghalikarine

Top Replied-To in G10:
@protonstorey
@henryjoncology

Top Mentioned
Top Mentioned in Entire Graph:
@ncbi
@astro_org
@cd_fuller
@subatomicdoc
@radoncpapers
@sabrconsortium
@drmalikasiker
@rtendulkarmd
@seansachdevmd
@fumikochino

Top Mentioned in G1:
@cd_fuller
@subatomicdoc
@drmalikasiker
@rtendulkarmd
@fumikochino
@etsshow
@sabrconsortium
@astro_org
@drewmoghanaki
@rweichselbaum

Top Mentioned in G2:
@ncbi
@radoncpapers
@jmiro_journal
@targetingcancer
@pattydiezh
@_shankarsiva
@monthy_a
@sandraturner49
@sabrconsortium
@ranzcrcollege

Top Mentioned in G3:
@astro_org
@ro_institute
@us_fda
@helpcmtedems
@dartmouth
@columbiaradonc
@cd_fuller
@radiologyacr
@lisakachnic1

Top Mentioned in G4:
@thelancet
@sabinbmotwanimd
@nrgonc
@msk_radonc
@astro_org
@dr_jonathant
@sloan_kettering
@akesarwala
@jop_asco
@arro_org

Top Mentioned in G5:
@mcrcnews
@achoud72
@slconcology
@rcradiologists
@drvmisra
@mcmrhona
@abro_radiation
@cancergeek
@thechristiesoo

Top Mentioned in G6:
@bjr_radiology
@dccc_rt
@vovo1967
@caigrau
@drjamesgood
@aarhusuni
@vjoncology
@oncologyleedsth
@genesiscare
@the_oiro

Top Mentioned in G7:
@upmchillmancc
@finn_corinne
@hskinnermdphd
@elekta
@crukresearch
@fondmelanoma
@drjamesgood
@profajchalmers
@justbeccag
@bernardafox

Top Mentioned in G8:
@seansachdevmd
@jneurooncol
@subatomicdoc
@the_rss
@timothykrusermd
@protoninfo
@astro_org
@arro_org
@ericlehrer
@vinaigondi

Top Mentioned in G9:
@ackoongmdphd
@estro_rt
@cd_fuller
@astro_org
@ca_chung
@prajnandasmd
@mdandersonnews
@efomp_org
@sandraturner49
@chelseapinnix

Top Mentioned in G10:
@jeffcaomdmba
@lbarbera123
@neil_pfister_md
@deptofdefense
@houdabahig
@brockdebenham
@ucalgarymed
@winshipatemory
@drsloewen

Top Tweeters
Top Tweeters in Entire Graph:
@geoffrey_payne
@chidambara09
@billnigh
@el_pais
@shirleyringuet5
@peta
@lesechos
@pfanderson
@marcelagp2
@caring_mobile

Top Tweeters in G1:
@billnigh
@pfanderson
@xeni
@mdaware
@tomvarghesejr
@akdm_bot
@stales
@ken
@nuance_bot
@jbbc

Top Tweeters in G2:
@geoffrey_payne
@femtech_
@justbementalist
@slbaldry
@theage
@vilavaite
@hagsie
@oncologyforum
@seangeoghegan
@juliemccrossin

Top Tweeters in G3:
@fukanju
@yourxss
@radiologyacr
@amermedicalassn
@radioncbotjp
@ok_thej14leroux
@ascopost
@ourwaroncancer
@dartmouth
@david

Top Tweeters in G4:
@emurshid
@miriblomquist
@mayoclinic
@plasticono_
@eladsharonmd
@thelancet
@naseemmiller
@oncoalert
@amypearsonmd
@taniguchimd

Top Tweeters in G5:
@shirleyringuet5
@cancergeek
@sumanebot
@cr_uk
@mededbot
@richduszak
@kenjaques
@roguerad
@drianweissman
@chadinabhan

Top Tweeters in G6:
@famartinez2001
@dr_nazrina
@uhbtrust
@andrsofroniou
@bjr_radiology
@vcclibrary
@nuclearmedcases
@vovo1967
@acheti2017
@weillcornell

Top Tweeters in G7:
@chidambara09
@beautifulmumsie
@pierreramette
@thenci
@sunnybrook
@n8pennell
@elekta
@crukresearch
@rahman_nazneen
@profg_edinsurg

Top Tweeters in G8:
@hyhutriangle
@lagaviota521
@flo_rox
@smitanairjain
@outlaw3pac
@luriecancer
@northwesternmed
@stormes_mark
@rrs_radres
@protoninfo

Top Tweeters in G9:
@grandma_hockey
@mdandersonnews
@cocir
@letswinpc
@aiims1742
@uicc
@ic_alliance
@ibcradiation
@mdabrainspine
@dannak5

Top Tweeters in G10:
@katsuakimaehara
@deptofdefense
@oncology_bg
@cadth_acmts
@ucalgary
@ophirag
@royal_college
@winshipatemory
@queensu
@myesmo


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