#radonc, Twitter, 11/29/2019 10:37:36 PM, 217645


FAQ | Problem?

#radonc Twitter NodeXL SNA Map and Report for Friday, 29 November 2019 at 21:59 UTC
#radonc Twitter NodeXL SNA Map and Report for Friday, 29 November 2019 at 21:59 UTC
From:
L
Uploaded on:
November 29, 2019
Short Description:
#radonc via NodeXL http://bit.ly/33ynvVR
@cd_fuller
@astro_org
@_shankarsiva
@subatomicdoc
@seansachdevmd
@rtendulkarmd
@sprakermdphd
@fuenteapolo
@profajchalmers
@sabinbmotwanimd

Top hashtags:
#radonc
#pubmed
#sabr
#pcsm
#prostatecancer
#lungcancer
#radiotherapy

Description:
Description
The graph represents a network of 1,030 Twitter users whose recent tweets contained "#radonc", 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 Friday, 29 November 2019 at 22:02 UTC.

The tweets in the network were tweeted over the 9-day, 6-hour, 54-minute period from Wednesday, 20 November 2019 at 14:56 UTC to Friday, 29 November 2019 at 21:51 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 : 1030
Unique Edges : 2798
Edges With Duplicates : 2056
Total Edges : 4854
Number of Edge Types : 4
Mentions : 3550
Retweet : 904
Replies to : 207
Tweet : 193
Self-Loops : 206
Reciprocated Vertex Pair Ratio : 0.0561978163134233
Reciprocated Edge Ratio : 0.106415323806628
Connected Components : 41
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 933
Maximum Edges in a Connected Component : 4735
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.813249
Graph Density : 0.00310321077113231
Modularity : 0.465695
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 1,030 Twitter users whose recent tweets contained "#radonc", 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 Friday, 29 November 2019 at 22:02 UTC.

The tweets in the network were tweeted over the 9-day, 6-hour, 54-minute period from Wednesday, 20 November 2019 at 14:56 UTC to Friday, 29 November 2019 at 21:51 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 : #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:
[16] http://eContour.org
[14] https://www.medtechdive.com/news/mandatory-cms-radiation-oncology-model-goes-on-the-backburner/568097/
[8] https://twitter.com/radioncoluis/status/1198980343958626306
[8] https://www.estro.org/ESTRO/media/ESTRO/Courses/2020/191121-ESTRO-School-Calendar-2020_WEB.pdf
[5] https://www.radiologybusiness.com/topics/quality/patient-stress-masks-head-neck-cancer-screenings
[5] https://www.mattioli1885journals.com/index.php/actabiomedica/article/view/8328
[4] https://redcap.ucsf.edu/surveys/?s=4HE8RCXE9E
[4] https://www.instagram.com/p/B5OXm6Ag5O9/?igshid=kwzozt7n66ew
[4] https://www.birpublications.org/doi/full/10.1259/bjr.20190524
[4] https://www.birpublications.org/doi/full/10.1259/bjr.20190180

Top URLs in Tweet in G1:
[12] http://eContour.org
[5] https://www.radiologybusiness.com/topics/quality/patient-stress-masks-head-neck-cancer-screenings
[4] https://www.medtechdive.com/news/mandatory-cms-radiation-oncology-model-goes-on-the-backburner/568097/
[2] https://twitter.com/protonintl/status/1197522521081425923
[2] https://forums.studentdoctor.net/threads/voluntary-residency-contraction-and-the-development-of-imrt-saved-the-field-in-the-early-2000s-an-analysis-of-the-past-30-years.1393630/
[2] https://www.roinstitute.org/Ways-to-Give/Giving-Tuesday
[2] https://twitter.com/Marty_Shrkeli/status/1197737380385607680
[2] https://twitter.com/ASTRO_org/status/1197635966414073857
[2] https://www.dovepress.com/prognostic-role-of-computed-tomography-textural-features-in-early-stag-peer-reviewed-article-CMAR
[2] https://twitter.com/GitaSuneja/status/1196892778669543424

Top URLs in Tweet in G2:
[5] https://twitter.com/radioncoluis/status/1198980343958626306
[4] https://www.medtechdive.com/news/mandatory-cms-radiation-oncology-model-goes-on-the-backburner/568097/
[3] http://eContour.org
[2] https://www.instagram.com/p/B5OXm6Ag5O9/?igshid=kwzozt7n66ew
[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
[2] https://www.linkedin.com/pulse/el-radionc%C3%B3logo-del-siglo-xxi-por-qu%C3%A9-tener-redes-y-castalia
[2] https://redcap.ucsf.edu/surveys/?s=4HE8RCXE9E
[2] https://twitter.com/sabinbmotwanimd/status/1197552966909251585
[1] https://www.redjournal.org/article/S0360-3016(19)33641-7/fulltext#.XeEPw-KXhJ4.twitter
[1] https://jamanetwork.com/journals/jamaoncology/fullarticle/2755430

Top URLs in Tweet in G3:
[2] https://twitter.com/AnnaLawless3/status/1199154258978885633
[2] https://www.estro.org/ESTRO/media/ESTRO/Courses/2020/191121-ESTRO-School-Calendar-2020_WEB.pdf
[2] https://twitter.com/syeepei/status/1198198137426530304
[2] https://twitter.com/coblh/status/1199149660524302336
[2] https://www.rcr.ac.uk/clinical-oncology-clinical-radiology/event/oncology-global-setting-improving-access-quality
[1] https://www.redjournal.org/article/S0360-3016(19)33641-7/fulltext?dgcid=raven_jbs_etoc_email
[1] https://www.sciencedirect.com/science/article/pii/S0960977619305909
[1] https://clinicaltrials.gov/ct2/show/NCT03464942
[1] https://twitter.com/RTTQA_UK/status/1197511038368915457
[1] https://twitter.com/sabrconsortium/status/1197833833313423361

Top URLs in Tweet in G4:
[5] https://www.mattioli1885journals.com/index.php/actabiomedica/article/view/8328
[4] https://www.birpublications.org/doi/full/10.1259/bjr.20190180
[3] https://twitter.com/BJR_Radiology/status/1197956915524820997
[3] https://www.birpublications.org/doi/full/10.1259/bjr.20190590
[3] https://www.birpublications.org/doi/full/10.1259/bjr.20190524
[2] https://www.birpublications.org/doi/full/10.1259/bjr.20170563
[2] https://pennprotontherapycourse.com/product/2019-penn-proton-course-general-registration/
[1] https://www.au.dk/om/stillinger/job/professor-of-experimental-particle-radiotherapy/
[1] https://www.au.dk/om/stillinger/job/associate-professor-of-experimental-particle-radiotherapy/
[1] https://www.birpublications.org/doi/full/10.1259/bjr.20190673

Top URLs in Tweet in G5:
[1] https://www.medtechdive.com/news/mandatory-cms-radiation-oncology-model-goes-on-the-backburner/568097/
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.redjournal.org%2Farticle%2FS0360-3016%2819%2933690-9%2Ffulltext%3Fdgcid%3Draven_jbs_etoc_email&rc=0
[1] https://twitter.com/radioncoluis/status/1198980343958626306
[1] https://ascopubs.org/doi/full/10.1200/JCO.18.02366?cookieSet=1
[1] https://twitter.com/JelleBarentsz/status/1196810715010654210

Top URLs in Tweet in G6:
[2] http://r.socialstudio.radian6.com/66e2c267-4b66-45ef-99df-e42e2ed5fc1f
[1] https://twitter.com/ivanh1960/status/1200397876150620161
[1] https://jamanetwork.com/journals/jamaoncology/fullarticle/10.1001/jamaoncol.2019.4320?guestAccessKey=d90cf306-1284-462d-8dda-bd92b80ca6bd&utm_source=twitter&utm_medium=social_jamaonc&utm_term=2852770735&utm_campaign=article_alert&linkId=77463744
[1] https://jamanetwork.com/journals/jamaoncology/fullarticle/10.1001/jamaoncol.2019.4319?guestAccessKey=f3837183-341d-4987-8a47-0d01864c4f22&utm_source=twitter&utm_medium=social_jamaonc&utm_term=2852770740&utm_campaign=article_alert&linkId=77463745
[1] https://www.instagram.com/p/B5OXm6Ag5O9/?igshid=kwzozt7n66ew
[1] https://twitter.com/sprakermdphd/status/1198759042975436800
[1] https://twitter.com/naseemmiller/status/1197599268003024896
[1] https://www.ascopost.com/videos/2019-astro-annual-meeting/daniel-trifiletti-on-optimizing-wbrt-dose-and-fractionation-for-patients-with-brain-metastases/
[1] https://ascopost.com/videos/2019-asco-annual-meeting/miriam-knoll-and-zachery-reichert-on-focal-radiation-for-oligometastatic-castration-resistant-prostate-cancer/

Top URLs in Tweet in G7:
[3] https://www.ncbi.nlm.nih.gov/pubmed/31762693?dopt=Abstract&utm_source=dlvr.it&utm_medium=twitter
[3] https://twitter.com/medphyspapers/status/1198329153457668097
[2] https://www.ncbi.nlm.nih.gov/pubmed/30239322?dopt=Abstract&utm_source=dlvr.it&utm_medium=twitter
[2] https://www.ncbi.nlm.nih.gov/pubmed/31750235?dopt=Abstract&utm_source=dlvr.it&utm_medium=twitter
[2] https://twitter.com/sueyom/status/1198140802100187141
[1] https://ieeexplore.ieee.org/document/8913943/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.ncbi.nlm.nih.gov/pubmed/30390002?dopt=Abstract&utm_source=dlvr.it&utm_medium=twitter
[1] https://www.ncbi.nlm.nih.gov/pubmed/30485235?dopt=Abstract&utm_source=dlvr.it&utm_medium=twitter
[1] https://www.ncbi.nlm.nih.gov/pubmed/30603857?dopt=Abstract&utm_source=dlvr.it&utm_medium=twitter
[1] https://www.ncbi.nlm.nih.gov/pubmed/30607453?dopt=Abstract&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G8:
[5] https://www.estro.org/ESTRO/media/ESTRO/Courses/2020/191121-ESTRO-School-Calendar-2020_WEB.pdf
[1] https://estro.org/About/Newsroom/Newsletter/School/Physics-for-Modern-Radiotherapy-Course-report-A-Ch
[1] https://estro.org/Congresses/ESTRO-2020/ESTRO-2020
[1] https://www.iba-dosimetry.com/webinar/
[1] https://twitter.com/FacRadOncology/status/1194455366806863874
[1] https://twitter.com/bogmund/status/1197796590800424960
[1] https://m.soundcloud.com/user-293337031

Top URLs in Tweet in G9:
[2] https://www.medtechdive.com/news/mandatory-cms-radiation-oncology-model-goes-on-the-backburner/568097/
[1] https://lungevity.org/news-blogs/blogs/meet-your-medical-team-radiation-oncologists?utm_source=social&utm_medium=blog&utm_campaign=blog-promotion
[1] https://www.astro.org/Meetings-and-Education/Live-Meetings/2020/Advocacy-Day/Registration-and-Hotel/Registration
[1] https://twitter.com/daveadler10/status/1197166894614220800

Top URLs in Tweet in G10:
[1] https://www.medtechdive.com/news/mandatory-cms-radiation-oncology-model-goes-on-the-backburner/568097/
[1] https://twitter.com/VUMCRadOnc/status/1198017098536108033
[1] https://bioone.org/journals/radiation-research/volume-189/issue-6/RR15086.1/Identity-Crisis--Rigor-and-Reproducibility-in-Human-Cell-Lines/10.1667/RR15086.1.full#.W2yLDUeP1VY.twitter
[1] https://twitter.com/EmekaAnyanwu/status/1197642153721245696
[1] https://appliedradiationoncology.com/articles/the-global-radiation-oncology-workforce-in-2030-estimating-physician-training-needs-and-proposing-solutions-to-scale-up-capacity-in-low-and-middle-income-countries
[1] https://twitter.com/ahmedhosny/status/1197601061881536514

Top Domains
Top Domains in Tweet in Entire Graph:
[330] nih.gov
[121] twitter.com
[29] birpublications.org
[16] ieee.org
[16] econtour.org
[14] medtechdive.com
[10] estro.org
[8] appliedradiationoncology.com
[8] astro.org
[7] ascopubs.org

Top Domains in Tweet in G1:
[33] twitter.com
[12] econtour.org
[7] astro.org
[7] appliedradiationoncology.com
[5] radiologybusiness.com
[4] roinstitute.org
[4] medtechdive.com
[4] ascopubs.org
[2] google.com
[2] studentdoctor.net

Top Domains in Tweet in G2:
[27] twitter.com
[5] nih.gov
[4] medtechdive.com
[4] clevelandclinic.org
[3] econtour.org
[3] elsevierhealth.com
[2] instagram.com
[2] wiley.com
[2] lungevity.org
[2] linkedin.com

Top Domains in Tweet in G3:
[20] twitter.com
[3] ac.uk
[2] estro.org
[1] redjournal.org
[1] sciencedirect.com
[1] clinicaltrials.gov
[1] ucsf.edu
[1] com.au
[1] medtechdive.com
[1] jamanetwork.com

Top Domains in Tweet in G4:
[28] birpublications.org
[6] twitter.com
[5] mattioli1885journals.com
[2] au.dk
[2] pennprotontherapycourse.com
[2] biomedcentral.com
[1] estro.org
[1] sciencedirect.com
[1] vjoncology.com
[1] elsevier.com

Top Domains in Tweet in G5:
[2] twitter.com
[1] medtechdive.com
[1] elsevierhealth.com
[1] ascopubs.org

Top Domains in Tweet in G6:
[3] twitter.com
[2] jamanetwork.com
[2] radian6.com
[2] ascopost.com
[1] instagram.com

Top Domains in Tweet in G7:
[323] nih.gov
[16] ieee.org
[6] twitter.com
[3] medrxiv.org
[1] jamanetwork.com
[1] econtour.org
[1] com.au

Top Domains in Tweet in G8:
[7] estro.org
[2] twitter.com
[1] iba-dosimetry.com
[1] soundcloud.com

Top Domains in Tweet in G9:
[2] medtechdive.com
[1] lungevity.org
[1] astro.org
[1] twitter.com

Top Domains in Tweet in G10:
[3] twitter.com
[1] medtechdive.com
[1] bioone.org
[1] appliedradiationoncology.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1144] radonc
[321] pubmed
[41] sabr
[39] pcsm
[38] prostatecancer
[32] lungcancer
[32] radiotherapy
[30] movember
[29] proyectoandrogeno
[29] uksabr19



Top Hashtags in Tweet in G1:
[191] radonc
[10] radoncrock
[10] radiation
[9] patient
[9] redjournal
[8] lcam
[6] patients
[6] openaccess
[6] radiology
[5] givingtuesday

Top Hashtags in Tweet in G2:
[212] radonc
[13] lcsm
[10] lungcancer
[8] meded
[8] clecliniccancer
[7] pcsm
[7] gbm
[6] cancer
[6] ai
[6] givingthanks

Top Hashtags in Tweet in G3:
[110] radonc
[29] uksabr19
[13] cardiacsabr
[9] sabr
[6] radiationtherapy
[6] radiation
[5] teamwork
[5] mvcc
[4] prostatecancer
[4] collaboration

Top Hashtags in Tweet in G4:
[51] radonc
[12] radiology
[8] protontherapy
[8] glioma
[7] radiotherapy
[6] medphys
[5] openaccess
[4] pancreaticcancerawarenessmonth
[4] lcam
[4] glioblastoma

Top Hashtags in Tweet in G5:
[23] prostatecancer
[21] sabr
[17] radonc
[11] hncsm
[11] headandneckcancer
[3] proyectoandrogeno
[1] santiago
[1] yosoyradioncólogo
[1] tbt
[1] lcsm

Top Hashtags in Tweet in G6:
[39] radonc
[26] movember
[25] pcsm
[25] proyectoandrogeno
[3] cancer
[3] oncology
[2] sabr
[2] prostatecancer
[2] medonc
[2] bcsm

Top Hashtags in Tweet in G7:
[356] radonc
[321] pubmed
[5] medphys
[4] aapm2020
[4] some
[3] bcsm
[3] lcsm
[2] hncsm
[2] skincsm
[2] brainmetastases

Top Hashtags in Tweet in G8:
[23] radonc
[6] rtt
[5] estrocourses
[4] medphys
[4] sydney
[2] estronewsletter
[2] physics
[2] radiotherapy
[2] radiobiology
[2] post

Top Hashtags in Tweet in G9:
[20] radonc
[10] lungcancer
[7] lcsm
[3] fda
[3] keystonefirstinsurance
[2] radoncs
[1] lcam
[1] astro19
[1] changelungcancer
[1] astroadvocacy

Top Hashtags in Tweet in G10:
[23] radonc
[8] vumcradoncrocks
[2] thanksgiving
[1] medtwitter
[1] pain
[1] residency
[1] interview
[1] radoncrock
[1] rtdrugcombo
[1] meded

Top Words
Top Words in Tweet in Entire Graph:
[1838] Words in Sentiment List#1: Positive
[935] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[44849] Non-categorized Words
[47622] Total Words
[1774] #radonc
[453] t
[410] h
[381] ncbi
[381] #pubmed

Top Words in Tweet in G1:
[304] #radonc
[48] cancer
[43] arro
[37] more
[37] 3
[35] work
[35] astro_org
[32] patients
[29] w
[29] treatment

Top Words in Tweet in G2:
[364] #radonc
[78] cd_fuller
[54] kenoliviermd
[53] rtendulkarmd
[50] fumikochino
[50] drewmoghanaki
[44] cancer
[43] drmalikasiker
[43] t
[42] w

Top Words in Tweet in G3:
[241] #radonc
[63] #uksabr19
[51] uk
[48] cancer
[46] great
[43] radiotherapy
[40] research
[38] targetingcancer
[33] sabrconsortium
[33] sabr

Top Words in Tweet in G4:
[104] #radonc
[32] #radiotherapy
[30] therapy
[26] radiation
[25] cancer
[23] radiotherapy
[22] #radiology
[20] particle
[19] treatment
[18] professor

Top Words in Tweet in G5:
[59] #radonc
[27] oligometastases
[24] #prostatecancer
[23] #pcsm
[21] phuoc
[21] tran
[21] colleagues
[21] johnshopkins
[21] publish
[21] series

Top Words in Tweet in G6:
[80] #radonc
[43] breast
[33] #pcsm
[30] #proyectoandrogeno
[27] #movember
[23] patients
[23] #bcsm
[19] radiation
[18] nrgonc
[18] irradiation

Top Words in Tweet in G7:
[385] #radonc
[358] t
[355] h
[336] ncbi
[336] #pubmed
[153] radiotherapy
[148] cancer
[71] patients
[63] therapy
[61] radiation

Top Words in Tweet in G8:
[37] #radonc
[18] radtalkmw
[18] jodieathomp
[18] naman_julka
[13] 2020
[13] estro_rt
[12] great
[11] #medphys
[11] miss
[10] something

Top Words in Tweet in G9:
[39] #radonc
[27] #lungcancer
[16] s
[16] #lcsm
[15] lung
[15] cancer
[13] here
[13] lungcancerdude
[11] kristin
[11] out

Top Words in Tweet in G10:
[25] #radonc
[9] #vumcradoncrocks
[6] testing
[5] albertattia7
[4] now
[4] reproducibility
[4] crisis
[4] stevenlin_mdphd
[4] hammond_lab
[3] cd_fuller

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[401] h,t
[381] t,ncbi
[381] ncbi,#radonc
[381] #radonc,#pubmed
[81] lung,cancer
[73] #pcsm,#radonc
[62] radiation,therapy
[51] looking,forward
[45] great,work
[42] cancer,h

Top Word Pairs in Tweet in G1:
[20] work,sloan_kettering
[18] side,effects
[15] more,here
[12] check,out
[12] med,students
[12] patient,education
[12] first,3
[12] 3,yrs
[12] yrs,13
[12] 13,391

Top Word Pairs in Tweet in G2:
[32] drewmoghanaki,astro_org
[30] h,t
[29] astro_org,cd_fuller
[29] t,ncbi
[29] ncbi,#radonc
[29] #radonc,#pubmed
[27] cd_fuller,kenoliviermd
[25] bk_radiation,drewmoghanaki
[20] fumikochino,rtendulkarmd
[17] rtendulkarmd,drmalikasiker

Top Word Pairs in Tweet in G3:
[28] #uksabr19,#radonc
[22] #radonc,#rtdrugcombo
[21] uofgmvls,cruk_bi
[21] #rtdrugcombo,#ncri_ctrad
[19] exciting,opportunity
[19] opportunity,clinical
[19] clinical,radiation
[19] radiation,oncologist
[19] oncologist,academic
[19] academic,aspirations

Top Word Pairs in Tweet in G4:
[11] particle,radiotherapy
[11] clinical,trials
[10] #radiology,#radonc
[9] vacant,professor
[9] professor,associate
[9] associate,professor
[9] professor,positions
[9] positions,experimental
[9] experimental,particle
[9] radiotherapy,aarhus

Top Word Pairs in Tweet in G5:
[22] #pcsm,#radonc
[21] phuoc,tran
[21] tran,colleagues
[21] colleagues,johnshopkins
[21] johnshopkins,publish
[21] publish,series
[21] series,#sabr
[21] #sabr,#prostatecancer
[21] #prostatecancer,oligometastases
[21] oligometastases,mixed

Top Word Pairs in Tweet in G6:
[24] #pcsm,#radonc
[20] #proyectoandrogeno,#pcsm
[16] doesn,t
[14] breast,conserving
[14] conserving,surgery
[14] surgery,radiation
[14] radiation,doesn
[14] t,work
[14] work,try
[14] try,again

Top Word Pairs in Tweet in G7:
[355] h,t
[336] t,ncbi
[336] ncbi,#radonc
[336] #radonc,#pubmed
[37] cancer,h
[34] head,neck
[30] lung,cancer
[29] radiation,therapy
[28] radiotherapy,h
[24] study,h

Top Word Pairs in Tweet in G8:
[18] jodieathomp,naman_julka
[12] #radonc,great
[9] radtalkmw,jodieathomp
[9] naman_julka,sarahbradder
[9] sarahbradder,savannahcave
[9] savannahcave,something
[9] something,miss
[9] miss,starting
[9] starting,8pm
[9] 8pm,tonight

Top Word Pairs in Tweet in G9:
[14] #radonc,#lungcancer
[14] lung,cancer
[13] #lcsm,#radonc
[10] dr,kristin
[10] kristin,higgins
[10] higgins,leads
[10] leads,numerous
[10] numerous,winshipatemory
[10] winshipatemory,clinical
[10] clinical,trials

Top Word Pairs in Tweet in G10:
[5] #vumcradoncrocks,#radonc
[4] reproducibility,crisis
[4] stevenlin_mdphd,hammond_lab
[3] #radonc,#vumcradoncrocks
[3] henningwillers,stevenlin_mdphd
[3] hammond_lab,much
[3] much,reproducibility
[3] crisis,limited
[3] limited,#radonc
[3] #radonc,wrote

Top Replied-To
Top Replied-To in Entire Graph:
@cd_fuller
@drmalikasiker
@radtalkmw
@shikhajainmd
@a_ct_simmdjd
@aoglasser
@_shankarsiva
@agomeziturriaga
@seansachdevmd
@exitabr

Top Replied-To in G1:
@exitabr
@kenoliviermd
@drewmoghanaki
@marty_shrkeli
@nicholaszaorsky
@a_ct_simmdjd
@drchowdharymd
@drianweissman
@arro_org
@radoncodonk

Top Replied-To in G2:
@cd_fuller
@drmalikasiker
@shikhajainmd
@aoglasser
@seansachdevmd
@danieljbrat
@subatomicdoc
@hina_saeed0
@a_ct_simmdjd
@chelaing

Top Replied-To in G3:
@_shankarsiva
@agomeziturriaga
@docjarad
@sabrconsortium
@luisalberto3p
@ozradonc
@crukresearch
@ranjitbindra
@seansachdevmd

Top Replied-To in G6:
@agomeziturriaga
@antoniojconde
@antoniogomezc4
@luisalberto3p
@mloxton
@subatomicdoc
@cd_fuller

Top Replied-To in G7:
@sanghvimd

Top Replied-To in G8:
@radtalkmw

Top Replied-To in G9:
@drmalikasiker
@tnradonc
@daveadler10

Top Replied-To in G10:
@henningwillers
@cd_fuller
@kimplerandall
@a_ct_simmdjd
@kylaterhune
@bgriebmd
@albertattia7

Top Mentioned
Top Mentioned in Entire Graph:
@ncbi
@astro_org
@cd_fuller
@rtendulkarmd
@fumikochino
@kenoliviermd
@drewmoghanaki
@drmalikasiker
@targetingcancer
@sloan_kettering

Top Mentioned in G1:
@astro_org
@sloan_kettering
@arro_org
@acroresident
@radoncpds
@ankitagarwalmd
@chelaing
@eringillespiemd
@jop_asco
@ncbi

Top Mentioned in G2:
@cd_fuller
@rtendulkarmd
@kenoliviermd
@fumikochino
@drewmoghanaki
@astro_org
@drmalikasiker
@bk_radiation
@subatomicdoc
@ncbi

Top Mentioned in G3:
@targetingcancer
@sabrconsortium
@drjamesgood
@uofgmvls
@cruk_bi
@tomrackley
@drandrewloblaw
@_shankarsiva
@rushilkp

Top Mentioned in G4:
@caigrau
@aarhusuni
@dccc_rt
@vjoncology
@ncri_partners
@dcptprotons
@penncancer
@mirandalawell
@bjr_radiology

Top Mentioned in G5:
@johnshopkins
@drdavidpalma
@ppeleteiro
@oncorcompostela
@mcgillu
@americanbrachy
@daniel_petereit
@waddlemd

Top Mentioned in G6:
@nrgonc
@drattai
@jbbc
@jamaonc
@stales
@chemobrainfog
@itsthebunk
@drsusanlove
@agomeziturriaga
@antoniojconde

Top Mentioned in G7:
@ncbi
@ieeexplore
@dennisnstanley
@aapmhq
@cglidehurst
@sueevansmdmph
@medrxivpreprint
@varianmedsys
@mettesaks
@sueyom

Top Mentioned in G8:
@estro_rt
@jodieathomp
@naman_julka
@sarahbradder
@savannahcave
@scormembers
@mphradiotherapy
@musgrovepark
@facradoncology
@efomp_org

Top Mentioned in G9:
@lungcancerdude
@winshipatemory
@khigginsmd
@tnradonc
@astro_org
@stevehahnmd
@repbrendanboyle
@fdaoncology
@evelynbarella
@daveadler10

Top Mentioned in G10:
@albertattia7
@stevenlin_mdphd
@hammond_lab
@vumcradonc
@kluwemdphd
@vumcmedicineres
@vumc_em
@cd_fuller
@bdcameron
@vandy_urology

Top Tweeters
Top Tweeters in Entire Graph:
@s9tmt
@billnigh
@el_pais
@shirleyringuet5
@lesechos
@pfanderson
@marcelagp2
@caring_mobile
@xeni
@chichodisanto

Top Tweeters in G1:
@shirleyringuet5
@cancergeek
@richduszak
@kenjaques
@mayoclinic
@jfcdrr
@drianweissman
@starwars
@adelapoite
@checarinitos

Top Tweeters in G2:
@billnigh
@mdaware
@cd_fuller
@subatomicdoc
@emurshid
@drjfrank
@tchanmd
@flo_rox
@katsuakimaehara
@doctor_v

Top Tweeters in G3:
@beautifulmumsie
@justbementalist
@cr_uk
@oncologyforum
@seangeoghegan
@juliemccrossin
@drcbsteer
@cpeedell
@drluisley
@sausagefartbot

Top Tweeters in G4:
@s9tmt
@chichodisanto
@famartinez2001
@stevecripe57
@dr_nazrina
@sandylockward
@andrsofroniou
@chrislancashir3
@bjr_radiology
@vcclibrary

Top Tweeters in G5:
@johnshopkins
@mcgillu
@pogany54
@amadeowals
@uottawa
@ucsf
@cusm_muhc
@piet_ost
@alfaop79
@drherreraoncort

Top Tweeters in G6:
@pfanderson
@xeni
@oncologytube
@stales
@jbbc
@realcruzhenry
@epatientdave
@itsthebunk
@mloxton
@drattai

Top Tweeters in G7:
@youngchris27040
@theage
@joaquinjcabrera
@jeweltopsfield
@aapmhq
@ozradonc
@pinoydosi
@tortots
@sara_m88
@pblanchardmd

Top Tweeters in G8:
@scormembers
@cocir
@ic_alliance
@musgrovepark
@ibcradiation
@ranzcrcollege
@westsydhealth
@simongoldswort1
@cementino
@sarahbradder

Top Tweeters in G9:
@lungevity
@ourwaroncancer
@winshipatemory
@emoryhealthcare
@angiebderrick
@pattybeatslungc
@repbrendanboyle
@chrisdraft
@paulalv
@tnradonc

Top Tweeters in G10:
@vumchealth
@pre_rad
@kimplerandall
@albertattia7
@kylaterhune
@vumcradonc
@vumcsurgres
@carogarciax2
@vumc_em
@hammond_lab