#radonc, Twitter, 11/10/2019 5:45:15 PM, 215989


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#radonc_2019-11-10_09-28-01.xlsx
#radonc_2019-11-10_09-28-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 10, 2019
Short Description:
#radonc via NodeXL http://bit.ly/2NyBfLd
@cd_fuller
@astro_org
@subatomicdoc
@s_w_r_o
@henningwillers
@drewmoghanaki
@msk_radonc
@adelapoite
@sandraturner49
@chelaing

Top hashtags:
#radonc
#womenwhocurie
#pubmed
#radoncwomen
#medphys
#radiotherapy
#cancer
#radiology

Description:
Description
The graph represents a network of 1,792 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, 10 November 2019 at 17:28 UTC.

The requested start date was Sunday, 10 November 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, 23-hour, 57-minute period from Sunday, 27 October 2019 at 01:01 UTC to Sunday, 10 November 2019 at 00:58 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 : 1792
Unique Edges : 4161
Edges With Duplicates : 2503
Total Edges : 6664
Number of Edge Types : 3
Mentions : 6153
Tweet : 334
Replies to : 177
Self-Loops : 334
Reciprocated Vertex Pair Ratio : 0.0709040844424048
Reciprocated Edge Ratio : 0.132419112920506
Connected Components : 52
Single-Vertex Connected Components : 32
Maximum Vertices in a Connected Component : 1701
Maximum Edges in a Connected Component : 6558
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.958454
Graph Density : 0.00145413326553402
Modularity : 0.42151
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 1,792 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, 10 November 2019 at 17:28 UTC.

The requested start date was Sunday, 10 November 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, 23-hour, 57-minute period from Sunday, 27 October 2019 at 01:01 UTC to Sunday, 10 November 2019 at 00:58 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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[18] https://www.sciencedirect.com/science/article/abs/pii/S1879850019301766
[15] http://www.sciencedirect.com/science/authShare/S0889858819300826/20191024T142200Z/1?md5=dcdb1f6390f281271435eeb3b21790a7&dgcid=author
[8] https://twitter.com/DrDavidKok/status/1189686491317846017
[7] https://twitter.com/VUMCRadOnc/status/1190087607629299713
[6] https://www.ascopost.com/news/november-2019/omitting-radiation-from-treatment-for-early-stage-hodgkin-lymphoma-increases-risk-of-recurrence/
[6] https://twitter.com/ASTRO_org/status/1190339066891513857
[6] https://twitter.com/OperadorNuclear/status/1190340447257997312
[6] https://link.springer.com/article/10.1007/s11912-019-0850-y
[5] https://twitter.com/ASTRO_org/status/1192443563126206464
[5] https://www.whitehouse.gov/presidential-actions/president-donald-j-trump-announces-intent-nominate-appoint-individuals-key-administration-posts-21/

Top URLs in Tweet in G1:
[15] https://www.sciencedirect.com/science/article/abs/pii/S1879850019301766
[11] http://www.sciencedirect.com/science/authShare/S0889858819300826/20191024T142200Z/1?md5=dcdb1f6390f281271435eeb3b21790a7&dgcid=author
[5] https://twitter.com/ASTRO_org/status/1192443563126206464
[4] https://www.whitehouse.gov/presidential-actions/president-donald-j-trump-announces-intent-nominate-appoint-individuals-key-administration-posts-21/
[4] https://twitter.com/OperadorNuclear/status/1190340447257997312
[3] https://twitter.com/VivekSubbiah/status/1192996877479956480
[3] http://theconversation.com/predicting-research-results-can-mean-better-science-and-better-advice-125568?utm_source=twitter&utm_medium=twitterbutton
[3] https://twitter.com/VUMCRadOnc/status/1190087607629299713
[3] https://twitter.com/DrDavidKok/status/1189686491317846017
[3] https://twitter.com/ASTRO_org/status/1191796092670808066

Top URLs in Tweet in G2:
[3] https://www.thelancet.com/journals/lanonc/issue/current
[2] https://twitter.com/unmaskingc/status/1191393838411051008
[2] https://twitter.com/DrDavidKok/status/1189686491317846017
[2] https://twitter.com/ECF_Can_Foundat/status/1192403912680194048
[2] https://twitter.com/ASTRO_org/status/1190339066891513857
[2] https://www.youtube.com/watch?v=CU1hHsTXLis&feature=youtu.be

[2] https://www.leeds.ac.uk/news/article/4492/leeds_scientists_lead_next_generation_of_radiotherapy_treatments
[2] https://twitter.com/ProfAJChalmers/status/1191386633188200448
[2] https://twitter.com/leedsrtresearch/status/1191271062413217792
[1] https://twitter.com/CathHanna/status/1191276340722511873

Top URLs in Tweet in G3:
[6] https://www.ascopost.com/news/november-2019/omitting-radiation-from-treatment-for-early-stage-hodgkin-lymphoma-increases-risk-of-recurrence/
[1] https://twitter.com/finn_corinne/status/1192413879223103488
[1] https://twitter.com/ecf_can_foundat/status/1192403912680194048
[1] https://www.astro.org/Patient-Care-and-Research/Research/Funding-Opportunities/ASTRO-AstraZeneca-Research-Fellowship
[1] https://www.redjournal.org/article/S0360-3016(19)33661-2/fulltext
[1] https://www.redjournal.org/article/S0360-3016(19)33750-2/fulltext
[1] https://www.astro.org/Meetings-and-Education/Live-Meetings/2020/ASTRO-Annual-Refresher-Course/Registration-and-Hotel/Registration
[1] https://www.astro.org/Membership/ASTRO-Radiation-Oncology-Career-Center
[1] https://www.astro.org/Meetings-and-Education/Live-Meetings/2019/2019-Coding-and-Coverage-Seminar/Registration-and-Hotel
[1] https://www.astro.org/About-ASTRO/Governance/Bylaws/Bylaw-Changes

Top URLs in Tweet in G4:
[1] https://twitter.com/DrDavidKok/status/1189686491317846017
[1] https://myemail.constantcontact.com/subject.html?soid=1106096863338&aid=UREQeSGpDT0
[1] https://99u.adobe.com/articles/64800/6-crucial-skills-for-building-a-good-workplace-reputation
[1] https://twitter.com/emcases/status/1184647259612422145
[1] https://twitter.com/lamamossolly/status/1192619792349454336
[1] https://twitter.com/rtendulkarmd/status/1190370998119550976
[1] https://twitter.com/anujgoenkamd/status/1192497635954954240
[1] https://twitter.com/ABR_Radiology/status/1182781175321911297
[1] https://twitter.com/RabiHannaMD/status/1177352236109877249
[1] https://www.acro.org/new-practitioners/acro-new-practitioner-webinars/

Top URLs in Tweet in G5:
[4] Regato
[2] https://www.roinstitute.org/ROInstitute/media/ROInstitute/Del
[2] Fund/Del
[2] https://twitter.com/VUMCRadOnc/status/1190087607629299713
[2] https://www.sfrp.asso.fr/medias/sfrp/documents/Andree_et_Jean_Dutreix.pdf
[1] https://www.roinstitute.org/Research-and-Education/Meet-Our-Researchers/Christopher-Slatore,-MD,-MS
[1] https://www.roinstitute.org/Research-and-Education/Meet-Our-Researchers/Rachel-Conklin,-MMS,-PA-C
[1] http://bit.ly/GRoussy
[1] https://itunes.apple.com/us/app/ro-toolbox/id968361326?fbclid=IwAR0V-tLgWrSq8m5rdw_gsoWxKhg2NPm5zlNSbDCx0jmmP1AizQ0sRxTjJuo&mt=8
[1] https://play.google.com/store/apps/details?id=org.roinstitute.rotoolbox

Top URLs in Tweet in G6:
[6] https://link.springer.com/article/10.1007/s11912-019-0850-y
[4] https://appliedradiationoncology.com/articles/astro-acr-update-7-practice-parameters-for-radiation-therapy-treatments
[4] https://appliedradiationoncology.com/articles/two-studies-show-promise-safety-of-proton-therapy-for-pediatric-brain-cancer
[3] https://appliedradiationoncology.com/articles/patient-education-in-radiation-oncology-evolution-and-innovation
[2] https://www.ncbi.nlm.nih.gov/pubmed/29625408?dopt=Abstract&utm_source=dlvr.it&utm_medium=twitter
[2] https://www.ncbi.nlm.nih.gov/pubmed/30833008?dopt=Abstract&utm_source=dlvr.it&utm_medium=twitter
[2] https://www.ncbi.nlm.nih.gov/pubmed/30593906?dopt=Abstract&utm_source=dlvr.it&utm_medium=twitter
[2] https://appliedradiationoncology.com/articles/charting-new-courses-in-palliative-radiation-therapy-technology-s-role
[2] https://appliedradiationoncology.com/articles/johns-hopkins-national-proton-center-opens
[2] https://www.news-medical.net/news/20191104/UK-aims-to-lead-with-cutting-edge-radiation-therapy.aspx

Top URLs in Tweet in G7:
[1] https://wp.me/p95uj2-b2
[1] https://twitter.com/hemoncwarner/status/1190654428791103488
[1] https://twitter.com/SprakerMDPhD/status/1191726095743291394
[1] https://www.facs.org/-/media/files/quality-programs/cancer/coc/optimal_resources_for_cancer_care_2020_standards.ashx
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41598-019-43794-3
[1] https://twitter.com/TerkkoLib/status/1191272058434588673

Top URLs in Tweet in G8:
[3] https://www.astro.org/News-and-Publications/News-and-Media-Center/News-Releases/2019/ASTRO-supports-nomination-of-Dr-Stephen-Hahn-to-le
[2] https://twitter.com/ciaralyons/status/1192355104919375872
[2] https://www.bbc.co.uk/programmes/w3csyx2t
[2] https://appliedradiationoncology.com/articles/emotional-intelligence-centric-leadership-training-for-radiation-oncologists
[1] http://comms.elekta.com/2019-11-RO-APM_Webinar_Registration.html
[1] https://twitter.com/UHN/status/1192098506514862081
[1] https://twitter.com/ASTRO_org/status/1190339066891513857
[1] https://twitter.com/kevinmoorephd/status/1191417522056130560
[1] https://twitter.com/uhn/status/1192098506514862081
[1] https://twitter.com/nauman__malik/status/1192255216160329729

Top URLs in Tweet in G9:
[4] https://twitter.com/nickisimone4/status/1192398060221083651
[1] https://www.sciencedirect.com/science/article/abs/pii/S1879850019301602?dgcid=coauthor
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2819%2932591-7%2Ffulltext&rc=0
[1] https://ascopubs.org/doi/full/10.1200/JCO.19.01863?cookieSet=1
[1] https://ascopubs.org/doi/abs/10.1200/JCO.19.00964?cookieSet=1
[1] https://sidneykimmelcancercenter.jeffersonhealth.org/research.html?trial=14506
[1] https://www.frontiersin.org/articles/10.3389/fonc.2019.01273/abstract
[1] http://www.sciencedirect.com/science/authShare/S0889858819300826/20191024T142200Z/1?md5=dcdb1f6390f281271435eeb3b21790a7&dgcid=author
[1] https://www.ncbi.nlm.nih.gov/pubmed/30583039?utm_sq=g17fva9xo6
[1] https://www.frontiersin.org/articles/10.3389/fonc.2018.00678/full?utm_sq=g13tt989m7

Top URLs in Tweet in G10:
[2] https://www.auntminnie.com/index.aspx?sec=sup&sub=roc&pag=dis&ItemID=127041
[2] https://twitter.com/tiffanynhines1/status/1187938435895615488
[1] https://www.acr.org/Advocacy-and-Economics/Advocacy-News/Advocacy-News-Issues/In-the-November-9-2019-Issue/Trump-Nominates-Radiation-Oncologist-to-Head-FDA
[1] https://www.acr.org/Media-Center/ACR-News-Releases/2019/ACR-Releases-Summary-of-Radiology-Provisions-in-MPFS-and-HOPPS-Final-Rules
[1] http://mdacc.convio.net/site/TR/Walk/BootWalk?team_id=3493&pg=team&fr_id=1172
[1] https://www.youtube.com/watch?v=GAvp9mN5l-c

[1] https://twitter.com/julielarkin305/status/1192186506477219845
[1] https://twitter.com/ca_chung/status/1192478881682341889
[1] https://twitter.com/mkmartel1/status/1192226391779151872
[1] https://secure3.convio.net/mdacc/site/Donation2?df_id=1621&PROXY_ID=1368554&PROXY_TYPE=20&FR_ID=1172&s_src=boundlessfundraising&s_subsrc=bfIphTwPfMsg

Top Domains
Top Domains in Tweet in Entire Graph:
[293] nih.gov
[271] twitter.com
[47] appliedradiationoncology.com
[41] sciencedirect.com
[31] birpublications.org
[17] astro.org
[13] elsevierhealth.com
[11] ascopost.com
[11] youtube.com
[8] springer.com

Top Domains in Tweet in G1:
[90] twitter.com
[29] sciencedirect.com
[9] nih.gov
[6] wiley.com
[5] elsevierhealth.com
[5] theconversation.com
[4] google.com
[4] whitehouse.gov
[3] thelancet.com
[3] clevelandclinic.org

Top Domains in Tweet in G2:
[71] twitter.com
[5] nih.gov
[4] elsevierhealth.com
[4] sciencedirect.com
[3] com.au
[3] thelancet.com
[3] youtube.com
[2] co.nz
[2] appliedradiationoncology.com
[2] ac.uk

Top Domains in Tweet in G3:
[25] twitter.com
[11] astro.org
[10] ascopost.com
[6] pardot.com
[5] redjournal.org
[5] itnonline.com
[2] appliedradiationoncology.com
[1] practicalradonc.org
[1] proposalcentral.com
[1] radoncquestions.com

Top Domains in Tweet in G4:
[8] twitter.com
[1] constantcontact.com
[1] adobe.com
[1] acro.org
[1] cmetracker.net
[1] convio.net
[1] acsevents.org

Top Domains in Tweet in G5:
[9] twitter.com
[5] roinstitute.org
[2] asso.fr
[1] bit.ly
[1] apple.com
[1] google.com
[1] proposalcentral.com
[1] vumc.org
[1] radformation.com
[1] idoimaging.com

Top Domains in Tweet in G6:
[274] nih.gov
[39] appliedradiationoncology.com
[7] springer.com
[5] ieee.org
[5] medrxiv.org
[3] mdjobsite.com
[3] sciencedirect.com
[3] twitter.com
[2] news-medical.net
[2] appliedradiology.org

Top Domains in Tweet in G7:
[3] twitter.com
[1] wp.me
[1] facs.org
[1] nature.com

Top Domains in Tweet in G8:
[11] twitter.com
[3] astro.org
[2] co.uk
[2] appliedradiationoncology.com
[1] elekta.com
[1] elsevierhealth.com
[1] jamanetwork.com
[1] uhnresearch.ca

Top Domains in Tweet in G9:
[8] twitter.com
[3] sciencedirect.com
[2] ascopubs.org
[2] frontiersin.org
[2] nih.gov
[1] elsevierhealth.com
[1] jeffersonhealth.org

Top Domains in Tweet in G10:
[6] twitter.com
[4] auntminnie.com
[2] acr.org
[2] convio.net
[1] youtube.com
[1] elsevierhealth.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2236] radonc
[495] womenwhocurie
[272] pubmed
[132] radoncwomen
[129] medphys
[82] radiotherapy
[63] cancer
[46] radiology
[44] radiationtherapy
[44] ilooklikearadonc



Top Hashtags in Tweet in G1:
[705] radonc
[205] womenwhocurie
[46] radoncwomen
[34] radiotherapy
[33] medphys
[33] radres2019
[21] curie
[20] ncri2019
[18] heforshe
[16] oncoalert

Top Hashtags in Tweet in G2:
[305] radonc
[60] womenwhocurie
[37] medphys
[25] network
[24] ncri_ctrad
[23] radiationtherapy
[22] radiotherapy
[21] lungcancer
[20] whereishoskin
[19] radoncwomen

Top Hashtags in Tweet in G3:
[241] radonc
[122] womenwhocurie
[36] medphys
[28] radoncwomen
[17] redjournal
[17] ilooklikearadonc
[15] cancer
[11] heforshe
[10] womeninmedicine
[10] tbt

Top Hashtags in Tweet in G4:
[96] radonc
[30] womenwhocurie
[23] clecliniccancer
[11] ilooklikearadonc
[6] brachytherapy
[4] thisisbrachytherapy
[4] hrop
[4] realmenwearpink
[4] strongsville
[3] radoncwomen

Top Hashtags in Tweet in G5:
[61] radonc
[14] vumcradoncrocks
[9] womenwhocurie
[4] lungcancerawarenessmonth
[3] supportroi
[3] wellness
[3] lungcancer
[3] choosingwisely
[3] medphys
[2] leadership

Top Hashtags in Tweet in G6:
[375] radonc
[272] pubmed
[7] bcsm
[5] sbrt
[4] lcsm
[4] oncologist
[4] physician
[4] radiationtherapy
[3] radiation
[3] pcsm

Top Hashtags in Tweet in G7:
[20] cancer
[15] radonc
[10] breastcancer
[8] medonc
[8] sarcoma
[8] leptomeningeal
[6] bcsm
[5] palliativecare
[5] cancerrehab
[3] pallonc

Top Hashtags in Tweet in G8:
[52] radonc
[7] uoftdro
[5] cancer
[5] womenwhocurie
[5] mrlinac
[5] rmpatpm
[4] radoncwomen
[3] sbrt
[3] tarheel
[3] ai

Top Hashtags in Tweet in G9:
[24] radonc
[6] headandneckcancer
[4] womeninstem
[3] radoncwomen
[2] radiotherapy
[2] hncsm
[2] prostatecancer
[2] pcsm
[2] lcsm
[2] womenwhocurie

Top Hashtags in Tweet in G10:
[33] radonc
[12] endcancer
[4] radiology
[2] advocacyinaction
[2] radvocacy
[2] mpfs
[2] hopps
[2] retirement
[2] cancer
[2] heforshe

Top Words
Top Words in Tweet in Entire Graph:
[3805] Words in Sentiment List#1: Positive
[1064] Words in Sentiment List#2: Negative
[8] Words in Sentiment List#3: Angry/Violent
[68307] Non-categorized Words
[73177] Total Words
[2229] #radonc
[496] #womenwhocurie
[379] radiation
[373] t
[361] cancer

Top Words in Tweet in G1:
[702] #radonc
[205] #womenwhocurie
[167] â
[148] msk_radonc
[128] astro_org
[115] day
[109] subatomicdoc
[102] fumikochino
[83] ðÿ
[79] radiation

Top Words in Tweet in G2:
[304] #radonc
[88] great
[66] today
[62] fantastic
[61] leedsrtresearch
[60] #womenwhocurie
[56] uk
[54] â
[53] crukresearch
[52] radiation

Top Words in Tweet in G3:
[241] #radonc
[123] #womenwhocurie
[81] astro_org
[53] day
[52] marie
[47] birthday
[45] s
[43] happy
[41] cancer
[41] today

Top Words in Tweet in G4:
[94] #radonc
[32] â
[30] #womenwhocurie
[26] shaunaradonc
[23] #clecliniccancer
[22] radiation
[21] residents
[18] full
[17] day
[17] t

Top Words in Tweet in G5:
[61] #radonc
[16] day
[14] #vumcradoncrocks
[13] phd
[13] 2
[12] vumcradonc
[12] history
[11] marie
[11] ro_institute
[10] born

Top Words in Tweet in G6:
[375] #radonc
[287] t
[286] h
[274] ncbi
[272] #pubmed
[125] cancer
[121] radiation
[104] radiotherapy
[95] therapy
[64] patients

Top Words in Tweet in G7:
[42] treatment
[40] please
[30] gracecordovano
[21] patients
[21] living
[20] someone
[20] explain
[20] #cancer
[20] active
[20] post

Top Words in Tweet in G8:
[52] #radonc
[34] dr
[23] elekta
[15] radiation
[12] uoftdro
[11] peters
[9] team
[9] work
[8] oncology
[8] pmcancercentre

Top Words in Tweet in G9:
[24] #radonc
[9] patients
[9] kimmelcancerctr
[8] review
[7] see
[7] led
[7] chemo
[7] metastatic
[6] pembrolizumab
[6] improves

Top Words in Tweet in G10:
[32] #radonc
[22] mdandersonnews
[12] #endcancer
[9] ppisters
[8] ackoongmdphd
[8] bootwalk
[7] team
[6] nominated
[6] commissioner
[6] stevehahnmd

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[288] h,t
[277] t,ncbi
[274] ncbi,#radonc
[272] #radonc,#pubmed
[126] #womenwhocurie,day
[118] marie,curie's
[100] curie's,birthday
[79] radiation,therapy
[76] marie,curie
[71] us_fda,commissioner

Top Word Pairs in Tweet in G1:
[79] #womenwhocurie,day
[46] rtendulkarmd,jamesbatesmd
[39] ðÿ,ðÿ
[38] sushilberiwal,tjroycemd
[34] tjroycemd,rtendulkarmd
[31] â,ï
[29] hey,#radonc
[27] marie,curie's
[26] us_fda,commissioner
[25] #radonc,residents

Top Word Pairs in Tweet in G2:
[35] crukresearch,radnet
[30] marie,curie's
[30] curie's,birthday
[29] radiation,therapists
[28] today,marie
[28] birthday,celebrate
[28] celebrate,fantastic
[28] fantastic,female
[28] female,radiation
[28] therapists,physicists

Top Word Pairs in Tweet in G3:
[29] marie,curie's
[25] â,ï
[25] curie's,birthday
[23] strong,support
[23] support,nomination
[23] stephen,hahn
[22] medical,physics
[22] breaking,astro
[22] astro,expresses
[22] expresses,strong

Top Word Pairs in Tweet in G4:
[15] #radonc,residents
[12] #womenwhocurie,day
[12] radiation,oncologists
[10] recognizing,full
[10] full,complement
[10] complement,female
[10] female,radiation
[10] oncologists,#clecliniccancer
[10] #clecliniccancer,#womenwhocurie
[10] #womenwhocurie,#ilooklikearadonc

Top Word Pairs in Tweet in G5:
[12] #radonc,history
[10] day,#radonc
[9] curie,phd
[7] ro_institute,day
[7] #vumcradoncrocks,#radonc
[6] history,marie
[6] marie,sklodowska
[6] sklodowska,curie
[6] phd,born
[6] born,1867

Top Word Pairs in Tweet in G6:
[284] h,t
[274] t,ncbi
[273] ncbi,#radonc
[272] #radonc,#pubmed
[53] radiation,therapy
[27] lung,cancer
[24] radiation,oncology
[21] cancer,h
[19] small,cell
[19] systematic,review

Top Word Pairs in Tweet in G7:
[21] patients,living
[20] someone,please
[20] please,please
[20] please,explain
[20] explain,patients
[20] living,#cancer
[20] #cancer,active
[20] active,treatment
[20] treatment,post
[20] post,treatment

Top Word Pairs in Tweet in G8:
[8] dr,vera
[8] vera,peters
[7] smiles,team
[7] team,townsvillehhs
[7] townsvillehhs,last
[7] last,week
[7] week,radiation
[7] radiation,therapists
[7] therapists,physicists
[7] physicists,#radonc

Top Word Pairs in Tweet in G9:
[6] pembrolizumab,chemo
[6] chemo,improves
[6] improves,os
[6] os,patients
[6] patients,recurrent
[6] recurrent,metastatic
[6] metastatic,#headandneckcancer
[6] #headandneckcancer,compared
[6] compared,cetuximab
[5] pet,response

Top Word Pairs in Tweet in G10:
[5] bootwalk,#endcancer
[4] nominated,commissioner
[4] mdandersonnews,#radonc
[4] team,#radonc
[4] mdandersonnews,ppisters
[3] heard,ðÿ
[3] ðÿ,#radonc
[3] #radonc,stevehahnmd
[3] stevehahnmd,nominated
[3] commissioner,us_fda

Top Replied-To
Top Replied-To in Entire Graph:
@subatomicdoc
@rtendulkarmd
@fumikochino
@bk_radiation
@kenoliviermd
@itneditor
@tjroycemd
@finn_corinne
@j_luh
@astro_org

Top Replied-To in G1:
@subatomicdoc
@rtendulkarmd
@fumikochino
@bk_radiation
@kenoliviermd
@j_luh
@tjroycemd
@astro_org
@sushilberiwal
@henningwillers

Top Replied-To in G2:
@timothykrusermd
@lucindamorris23
@subatomicdoc
@sindhu_kunal
@sbrt_cr
@drspratticus
@vpoke
@brianmedphys
@mcwardmd
@mike_thorpe_

Top Replied-To in G3:
@itneditor
@sonal6484
@s_w_r_o
@cucancercenter

Top Replied-To in G4:
@cclri
@shaunaradonc
@pehrhartvigson
@jennamkahn
@lamamossolly

Top Replied-To in G5:
@annyoungmd
@eringillaspie
@vumchealth
@travisabenson
@jennifer_bxl

Top Replied-To in G6:
@davidmunozca
@haukeland_no

Top Replied-To in G7:
@stage4kelly
@drtaranarula
@alexmenter
@jackwestmd

Top Replied-To in G8:
@rtendulkarmd
@gi_radonc

Top Replied-To in G10:
@bensmithmd

Top Mentioned
Top Mentioned in Entire Graph:
@ncbi
@astro_org
@msk_radonc
@subatomicdoc
@fumikochino
@us_fda
@henningwillers
@s_w_r_o
@drewmoghanaki
@leedsrtresearch

Top Mentioned in G1:
@msk_radonc
@astro_org
@subatomicdoc
@fumikochino
@henningwillers
@tjroycemd
@rtendulkarmd
@jamesbatesmd
@kenoliviermd
@sushilberiwal

Top Mentioned in G2:
@leedsrtresearch
@crukresearch
@drewmoghanaki
@gerryhanna
@targetingcancer
@petermaccc
@sandraturner49
@astro_org
@cancerphysicist
@thelancetoncol

Top Mentioned in G3:
@astro_org
@s_w_r_o
@us_fda
@dukeradonc
@aapmhq
@physicsjess
@tllinne1
@ascopost
@accuray
@arro_org

Top Mentioned in G4:
@shaunaradonc
@erinmurphymd
@cancerconnector
@drjohnsuh
@astro_org
@s_w_r_o
@drandrewvassil
@amandamaggio
@subhaperni
@cleclinicmd

Top Mentioned in G5:
@vumcradonc
@ro_institute
@arro_org
@nobelprize
@penncancer
@astro_org
@radoncpds
@vumc_cancer
@us_fda
@marylandproton

Top Mentioned in G6:
@ncbi
@radoncpapers
@applied_radonc
@monthy_a
@chrisf31415927
@jneurooncol
@goecp1
@ieeexplore
@medrxivpreprint
@hmhospitales

Top Mentioned in G7:
@gracecordovano
@hemoncwarner
@revitalrehab
@thelizarmy
@gil_bashe
@cbsthismorning
@sloan_kettering
@cardiooncology
@sprakermdphd
@sitemancenter

Top Mentioned in G8:
@elekta
@pmcancercentre
@uoftdro
@townsvillehhs
@radmedpm
@us_fda
@bslotman
@astro_org
@safaviaa
@caro_acro_ca

Top Mentioned in G9:
@kimmelcancerctr
@rushmedical
@stephenrameymd
@frontoncology
@drchowdharymd
@shikhajainmd
@sonal6484
@kirandevisetty
@annaleemdmph
@sunydownstate

Top Mentioned in G10:
@mdandersonnews
@ppisters
@ackoongmdphd
@bootwalk
@stevehahnmd
@radiologyacr
@us_fda
@mkmartel1
@auntminnie
@drmalikasiker

Top Tweeters
Top Tweeters in Entire Graph:
@s9tmt
@hirameki_002
@sharerussharing
@abcdiagnosis
@nzstuff
@themominatrixx
@fu
@chichodisanto
@femtech_
@londonnetworker

Top Tweeters in G1:
@sharerussharing
@abcdiagnosis
@fu
@jenniferlbrewer
@brainpicker
@gcje24
@xzpwedvhhh37i3c
@timallenmdjd
@mtmdphd
@cd_fuller

Top Tweeters in G2:
@nzstuff
@themominatrixx
@dancingdog27
@akdm_bot
@0ok
@stewieandmilou
@jayeshmthakur
@glasgow_watch
@goodwomenhealth
@itsthebunk

Top Tweeters in G3:
@chimos5cad
@dawnka
@publichealthmap
@ajmc_journal
@patrigarri14
@tijantijan87
@beavanliz
@dlalande75
@jsteward2930
@radioncbotjp

Top Tweeters in G4:
@hirameki_002
@tillamookdairy
@popeyeschicken
@cleclinicmd
@checarinitos
@cancerconnector
@99u
@ara_anderson
@moffittnews
@terri519

Top Tweeters in G5:
@chickfila
@hernangraffe
@penn
@vumchealth
@pennbot1740
@aacr
@givingtuesday
@uthealth
@myesmo
@nobelprize

Top Tweeters in G6:
@evidencerobot
@mdjobsite
@kickbraintumors
@flo_rox
@lauriemuoz
@plasticono_
@joaquinjcabrera
@monthy_a
@danofchorlton
@magicbulletbio

Top Tweeters in G7:
@cbsthismorning
@stales
@nickisnpdx
@bccww
@ctsinclair
@btrfly12
@drattai
@lisadbudzinski
@gil_bashe
@stickit2stage4

Top Tweeters in G8:
@bbcworldservice
@elekta
@philipshealth
@susieahemcarter
@jenncroke
@unc_lineberger
@unc_som
@radmedpm
@ketteringhealth
@lazarpartners

Top Tweeters in G9:
@femtech_
@oncologytube
@doppel_surg
@micheleweldon
@vprasadmdmph
@gallahercaren
@dgermain21
@pennsthershey
@rushmedical
@jlepping2013

Top Tweeters in G10:
@pozo_lau
@grandma_hockey
@mkebizjournal
@radiologyacr
@amermedicalassn
@auntminnie
@steve
@cmsgov
@alexandersonmd
@thewoodlandsmpc


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