#radonc, Twitter, 9/13/2020 4:35:06 PM, 235108


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#radonc_2020-09-13_07-30-01.xlsx
#radonc_2020-09-13_07-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 13, 2020
Short Description:
#radonc via NodeXL https://bit.ly/3mhpW9A
@cd_fuller
@astro_org
@subatomicdoc
@_shankarsiva
@drchowdharymd
@dr_jonathant
@ivyradoncmd
@arro_org
@monthy_a
@eringillespiemd

Top hashtags:
#radonc
#astro20
#medphys
#covid19
#bcsm
#redjournal
#thisisbrachytherapy

Description:
Description
The graph represents a network of 1,538 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, 13 September 2020 at 14:32 UTC.

The requested start date was Sunday, 13 September 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 5-hour, 8-minute period from Sunday, 30 August 2020 at 01:19 UTC to Saturday, 12 September 2020 at 06:28 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 : 1538
Unique Edges : 2057
Edges With Duplicates : 4439
Total Edges : 6496
Number of Edge Types : 5
Retweet : 1596
MentionsInRetweet : 2708
Mentions : 1655
Replies to : 199
Tweet : 338
Self-Loops : 350
Reciprocated Vertex Pair Ratio : 0.0692653673163418
Reciprocated Edge Ratio : 0.129556926528323
Connected Components : 57
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 1413
Maximum Edges in a Connected Component : 6322
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.113509
Graph Density : 0.00150852022034717
Modularity : 0.367884
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 1,538 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, 13 September 2020 at 14:32 UTC.

The requested start date was Sunday, 13 September 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 5-hour, 8-minute period from Sunday, 30 August 2020 at 01:19 UTC to Saturday, 12 September 2020 at 06:28 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:
[40] https://www.bmj.com/content/370/bmj.m2836/rr-5
[17] https://www.sciencedirect.com/science/article/pii/S0360301620313365?dgcid=author
[11] https://d1ijoxngr27nfi.cloudfront.net/docs/default-source/default-document-library/pace_c_rtqaguidelines_v2-0-(04-march-2020).pdf?sfvrsn=dd202169_0
[10] https://www.ctro.science/
[10] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41571-020-0417-8
[9] https://bmcneurol.biomedcentral.com/articles/10.1186/s12883-020-01768-3
[9] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.redjournal.org%2Farticle%2FS0360-3016%2820%2934220-6%2Fpdf&rc=0
[8] https://radoncnotes.com/
[7] https://www.astro.org/Meetings-and-Education/Micro-Sites/2020/Annual-Meeting/Register?ext=
[7] https://forms.office.com/Pages/ResponsePage.aspx?id=W9229i_wGkSZoBYqxQYL0kdOJ5xGkp1Ct3XaK7ERf2VUNlJQOE8wM1ROUktVQVVYT0tHQktTNDhROS4u

Top URLs in Tweet in G1:
[7] https://forms.office.com/Pages/ResponsePage.aspx?id=W9229i_wGkSZoBYqxQYL0kdOJ5xGkp1Ct3XaK7ERf2VUNlJQOE8wM1ROUktVQVVYT0tHQktTNDhROS4u
[7] https://docs.google.com/forms/d/e/1FAIpQLSe5_RTzQhZMq5wXbBVRiEWxymua8EnoY5bFI9ar7V2CNOM6ww/viewform
[3] https://www.radoncvirtual.com/meetandgreet
[3] https://twitter.com/ShaunaRadOnc/status/1300389160948203520?s=20
[3] https://www.bmj.com/content/370/bmj.m2836/rr-5
[3] https://xkcd.com/2355/
[3] https://twitter.com/jennamkahn/status/1304217975860260866
[3] https://twitter.com/VonettaMW/status/1300200042465128448
[3] https://twitter.com/DrChowdharyMD/status/1301869452011737090
[2] https://twitter.com/itsnot_pink/status/1302953020381179904

Top URLs in Tweet in G2:
[10] https://www.ctro.science/
[8] https://radoncnotes.com/
[5] https://ascopubs.org/doi/full/10.1200/JCO.20.01688?cookieSet=1
[4] https://www.bmj.com/content/370/bmj.m2836/rr-5
[3] https://podcasts.apple.com/us/podcast/at-the-end-of-the-day-by-cancergeek/id1371836828#episodeGuid=5f3fb475-3a83-4c13-a3c0-ea523aa48b3e
[3] https://www.estro.org/Courses/2020/2020-LISBON-Sep-Image-Guided-Radiotherapy-and-Chem
[2] http://ascopubs.org/doi/abs/10.1200/JCO.19.03316
[2] https://ascopubs.org/doi/abs/10.1200/JCO.20.00650?cookieSet=1
[2] https://twitter.com/lauraeadamson/status/1302927741122093056
[2] https://onlinelibrary.wiley.com/doi/full/10.1111/resp.13870?cookieSet=1

Top URLs in Tweet in G3:
[6] https://www.astro.org/Meetings-and-Education/Micro-Sites/2020/Annual-Meeting/Register?ext=
[3] https://www.targetedonc.com/view/snapshot-of-the-oncology-workforce-shows-shortage-of-specialists-in-pockets-of-the-country
[2] https://www.usatoday.com/story/tech/2020/08/30/a-modern-day-house-call-telehealth-expansion-eyed-beyond-pandemic/5675227002/
[2] https://www.astro.org/Patient-Care-and-Research/Patient-Education/Radiation-Therapy-Presentations
[2] https://www.redjournal.org/article/S0360-3016(20)31412-7/abstract
[2] https://online.flowpaper.com/756d0717/ARO0920/
[2] https://accurayexchange.com/events-webinars/webinars/russian-experience-using-helical-tomotherapy-total-body-irradiation-wide
[2] https://www.astro.org/Meetings-and-Education/Micro-Sites/2020/Annual-Meeting
[1] https://www.astro.org/Daily-Practice/COVID-19-Recommendations-and-Information/PPE-Opportunity
[1] https://twitter.com/ASTRO_org/status/1298667277383086080

Top URLs in Tweet in G4:
[2] https://twitter.com/cardiojaydoc02/status/1302967285129400320
[1] https://twitter.com/ASTRO_org/status/1304125024274657282
[1] https://twitter.com/ASTRO_org/status/1298667277383086080
[1] https://twitter.com/sophia_kamran/status/1300820443901894656
[1] https://twitter.com/uw_medicine/status/1301293922619142144
[1] https://twitter.com/darinweed/status/1302087161706164232
[1] https://twitter.com/uw_radoncdho/status/1303521471420076033
[1] https://www.aapm.org/students/VirtualResidencyFair.asp
[1] https://twitter.com/NarjustDumaMD/status/1303041251474894849
[1] https://twitter.com/drewmoghanaki/status/1300938745651367936

Top URLs in Tweet in G5:
[26] https://www.bmj.com/content/370/bmj.m2836/rr-5
[6] https://d1ijoxngr27nfi.cloudfront.net/docs/default-source/default-document-library/pace_c_rtqaguidelines_v2-0-(04-march-2020).pdf?sfvrsn=dd202169_0
[2] https://youtube.com/c/rayoscontracancer
[2] https://www.bigmarker.com/viewray/Pancreatic-Cancer-in-2020-Surgery-and-Radiotherapy-at-the-Cutting-Edge?utm_bmcr_source=social
[1] https://twitter.com/tylersbrt/status/1303427922376577024
[1] https://twitter.com/drlestercoll/status/1299345042742677504
[1] https://journals.lww.com/annalsofsurgery/fulltext/10.1097/SLA.0000000000003251
[1] https://www.ncbi.nlm.nih.gov/m/pubmed/?term=sigmoid+take+off+d%E2%80%99souza
[1] https://twitter.com/DrChowdharyMD/status/1301869452011737090
[1] https://jamanetwork.com/journals/jamaoncology/fullarticle/2769128

Top URLs in Tweet in G6:
[1] https://twitter.com/NGThaker_XRT/status/1301006242198949888
[1] https://twitter.com/ACROresident/status/1299033101293596673
[1] https://www.cms.gov/newsroom/press-releases/cms-care-compare-empowers-patients-when-making-important-health-care-decisions
[1] https://twitter.com/AmericanBrachy/status/1302248729613828098
[1] https://www.acpjournals.org/doi/10.7326/M20-2347?cookieSet=1
[1] https://docs.google.com/forms/d/e/1FAIpQLScBIRqhkFnB9tU0K6pFj_dRzD-JYmpr5OB6iiI6UVjE67OlkQ/viewform?usp=send_form

Top URLs in Tweet in G7:
[4] https://xkcd.com/933/
[2] https://www.bmj.com/content/370/bmj.m2836/rr-5
[2] https://mc-meet.zoom.us/webinar/register/WN_AHVZ3Xw7Qw6Z2uD7LbIMsw
[1] https://twitter.com/fumikochino/status/1301233926279696385
[1] https://www.sciencedirect.com/science/article/pii/S0360301620314036?via%3Dihub#
[1] https://twitter.com/MSK_RadOnc/status/1304414642245185541
[1] https://solve.mit.edu/login
[1] https://solve.mit.edu/challenges/maternal-and-newborn-health/solutions/25597
[1] https://twitter.com/MSK_RadOnc/status/1300827111612088321
[1] https://www.sciencedirect.com/science/article/pii/S0360301620314036?via%3Dihub

Top URLs in Tweet in G8:
[2] https://www.sciencedirect.com/science/article/pii/S0167814019334486?via%3Dihub&utm_campaign=MCRED_HMS_TW_Oncology&sf237643881=1
[1] https://www.sciencedirect.com/science/article/pii/S0167814019334668?utm_campaign=MCRED_HMS_TW_Oncology&sf237643955=1
[1] https://www.sciencedirect.com/science/article/pii/S0360301619339471?utm_campaign=MCRED_HMS_TW_Oncology&sf236985983=1
[1] https://www.sciencedirect.com/science/article/pii/S2452109420300579?utm_campaign=MCRED_HMS_TW_Oncology&sf236985611=1
[1] https://www.clinicaloncologyonline.net/article/S0936-6555(20)30276-4/fulltext?sf236780051=1
[1] https://www.sciencedirect.com/science/article/pii/S2405630820300227?utm_campaign=MCRED_HMS_TW_Oncology&sf237107775=1
[1] https://twitter.com/ummc_radoncres/status/1303435721089232896
[1] https://twitter.com/UMMC_RadOncRes/status/1300810411189493761
[1] https://www.sciencedirect.com/science/article/abs/pii/S0748798320301499
[1] https://www.nihr.ac.uk/news/artificial-intelligence-research-to-speed-up-cancer-and-heart-care-as-part-of-nhs-ai-lab/25623

Top URLs in Tweet in G9:
[9] https://bmcneurol.biomedcentral.com/articles/10.1186/s12883-020-01768-3
[3] https://meridian.allenpress.com/theijpt/article/6/4/17/436000/Temporal-Lobe-Necrosis-in-Head-and-Neck-Cancer
[2] https://www.thieme-connect.com/products/ejournals/abstract/10.1055/s-0040-1713935
[2] https://jamanetwork.com/journals/jamaoncology/fullarticle/10.1001/jamaoncol.2020.2832?guestAccessKey=6faf9d75-d9ec-47ac-b2f1-c9f2a045254c&utm_source=twitter&utm_medium=social_jamaonc&utm_term=3633084650&utm_campaign=article_alert&linkId=98247079
[2] https://jamanetwork.com/crawlprevention/governor?content=%2fjournals%2fjamanetworkopen%2ffullarticle%2f2770044
[1] https://www.thieme-connect.com/products/ejournals/abstract/10.1055/s-0040-1713938
[1] https://www.thieme-connect.com/products/ejournals/abstract/10.1055/s-0039-1692642
[1] https://www.thieme-connect.com/products/ejournals/abstract/10.1055/s-0040-1713894
[1] https://jamanetwork.com/journals/jamaoncology/fullarticle/10.1001/jamaoncol.2020.0565?guestAccessKey=0c3b3a86-b7e2-470f-8b66-dbec66b8553b&utm_source=twitter&utm_medium=social_jamaonc&utm_term=3610168332&utm_campaign=article_alert&linkId=97699112
[1] https://twitter.com/joostverhoeff/status/1300095694699720705

Top URLs in Tweet in G10:
[13] https://www.sciencedirect.com/science/article/pii/S0360301620313365?dgcid=author
[8] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41571-020-0417-8
[3] https://ascopost.com/news/september-2020/assessment-of-potential-abscopal-effect-of-sbrt-added-to-nivolumab-in-metastatic-head-and-neck-cancer/
[2] https://www.bmj.com/content/370/bmj.m2836/rr-5
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.redjournal.org%2Farticle%2FS0360-3016%2820%2931352-3%2Ffulltext&rc=0
[2] https://meridian.allenpress.com/radiation-research/article/193/6/505/436367/A-Radiation-Mitigator-as-a-Potential-Treatment-for#.X1Z7TVRmkLY.twitter
[2] https://penntoday.upenn.edu/news/entire-course-radiation-treatment-under-one-second
[1] https://www.bmj.com/content/370/bmj.m2836/rr-4
[1] https://www.sciencedirect.com/science/article/pii/S0360301620313481
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.redjournal.org%2Fcurrent&rc=0

Top Domains
Top Domains in Tweet in Entire Graph:
[183] twitter.com
[42] bmj.com
[42] sciencedirect.com
[31] elsevierhealth.com
[25] ascopubs.org
[24] astro.org
[20] youtube.com
[17] birpublications.org
[15] jamanetwork.com
[13] google.com

Top Domains in Tweet in G1:
[65] twitter.com
[11] google.com
[7] elsevierhealth.com
[7] office.com
[6] radoncvirtual.com
[5] sciencedirect.com
[4] roinstitute.org
[3] jamanetwork.com
[3] bmj.com
[3] xkcd.com

Top Domains in Tweet in G2:
[28] twitter.com
[19] ascopubs.org
[11] ctro.science
[10] elsevierhealth.com
[8] wiley.com
[8] radoncnotes.com
[7] sciencedirect.com
[4] bmj.com
[4] estro.org
[3] redjournal.org

Top Domains in Tweet in G3:
[22] astro.org
[20] twitter.com
[5] redjournal.org
[3] targetedonc.com
[3] accurayexchange.com
[2] usatoday.com
[2] magnetmail.net
[2] elsevierhealth.com
[2] appliedradiology.com
[2] flowpaper.com

Top Domains in Tweet in G4:
[16] twitter.com
[2] sciencedirect.com
[1] aapm.org
[1] cleveland.com
[1] zoom.us
[1] uth.edu
[1] stanford.edu
[1] radres.org
[1] ascopubs.org
[1] jamanetwork.com

Top Domains in Tweet in G5:
[26] bmj.com
[6] cloudfront.net
[5] twitter.com
[3] jamanetwork.com
[2] youtube.com
[2] bigmarker.com
[1] lww.com
[1] nih.gov
[1] elsevierhealth.com
[1] bit.ly

Top Domains in Tweet in G6:
[3] twitter.com
[1] cms.gov
[1] acpjournals.org
[1] google.com

Top Domains in Tweet in G7:
[5] twitter.com
[4] xkcd.com
[2] sciencedirect.com
[2] mit.edu
[2] bmj.com
[2] zoom.us
[1] mskcc.org
[1] radoncvirtual.com
[1] claritypharmaceuticals.com
[1] plustherapeutics.com

Top Domains in Tweet in G8:
[7] sciencedirect.com
[2] twitter.com
[1] clinicaloncologyonline.net
[1] ac.uk
[1] youtube.com
[1] cloudfront.net

Top Domains in Tweet in G9:
[9] biomedcentral.com
[5] thieme-connect.com
[5] jamanetwork.com
[5] twitter.com
[3] allenpress.com
[1] aacrjournals.org
[1] elsevier.com
[1] ochsnerjournal.org
[1] wiley.com
[1] t.me

Top Domains in Tweet in G10:
[16] sciencedirect.com
[8] nature.com
[6] ascopost.com
[4] elsevierhealth.com
[3] bmj.com
[3] allenpress.com
[3] twitter.com
[3] youtube.com
[2] upenn.edu
[1] biomedcentral.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1504] radonc
[133] astro20
[122] medphys
[115] covid19
[99] bcsm
[98] redjournal
[83] thisisbrachytherapy
[80] breastcancer
[69] medtwitter
[60] meded



Top Hashtags in Tweet in G1:
[529] radonc
[43] redjournal
[36] medtwitter
[35] covid19
[31] meded
[30] thisisbrachytherapy
[21] medstudenttwitter
[17] astro20
[17] medstudents
[15] bcsm

Top Hashtags in Tweet in G2:
[234] radonc
[28] twitterati
[28] urology
[26] bcsm
[26] machinelearning
[20] medphys
[16] thisisbrachytherapy
[14] breastcancer
[12] pcsm
[11] ai

Top Hashtags in Tweet in G3:
[141] radonc
[79] astro20
[42] covid19
[32] redjournal
[10] medphys
[9] radiationtherapy
[9] radiotherapy
[7] priorauthorization
[7] meded
[7] prostatecancer

Top Hashtags in Tweet in G4:
[83] radonc
[23] medphys
[8] covid19
[8] lcsm
[8] radres
[7] astro20
[4] cancer
[3] futurebadgers
[3] bcsm
[3] patientadvocates

Top Hashtags in Tweet in G5:
[69] radonc
[27] bcsm
[26] breastcancer
[15] thisisbrachytherapy
[12] cancer
[12] srilanka
[12] cervical
[10] pcsm
[9] pancreaticcancer
[7] medphys

Top Hashtags in Tweet in G6:
[24] radonc
[18] medtwitter
[17] urm
[17] uim
[17] medstudenttwitter
[8] covid19
[4] astro20
[3] equity
[3] macra
[3] meded

Top Hashtags in Tweet in G7:
[45] radonc
[21] brachytherapy
[9] telemedicine
[9] medstudents
[8] astro20
[7] bcsm
[6] breastcancer
[6] patientadvocates
[6] womeninstem
[6] cancer

Top Hashtags in Tweet in G8:
[20] radonc
[9] openaccess
[9] covid19
[2] thisisbrachytherapy
[2] redjournal
[2] ai
[2] radiotherapyandoncology
[1] brachy
[1] entbootcamp
[1] rectalcancer

Top Hashtags in Tweet in G9:
[41] radonc
[14] jnlsb_online
[12] nsgy
[11] ent
[8] srs
[6] protons
[6] multi
[5] neuroophtho
[5] neurosurgery
[4] skullbase

Top Hashtags in Tweet in G10:
[73] radonc
[7] bcsm
[6] thisisbrachytherapy
[5] breastcancer
[5] covid19
[4] oncology
[4] cancer
[4] brachytherapy
[3] medphys
[3] teamwork

Top Words
Top Words in Tweet in Entire Graph:
[1494] #radonc
[263] astro_org
[255] more
[248] radiation
[194] cancer
[183] patients
[164] residents
[128] #astro20
[126] arro_org
[126] virtual

Top Words in Tweet in G1:
[528] #radonc
[119] residents
[103] arro_org
[88] drchowdharymd
[79] astro_org
[78] meet
[74] marty_shrkeli
[73] more
[68] resident
[67] virtual

Top Words in Tweet in G2:
[232] #radonc
[59] patients
[58] more
[52] breast
[45] international
[42] cancer
[41] published
[41] study
[36] prospective
[34] radiation

Top Words in Tweet in G3:
[141] #radonc
[112] astro_org
[75] #astro20
[42] #covid19
[32] #redjournal
[32] patient
[28] issue
[28] cancer
[27] special
[26] dr

Top Words in Tweet in G4:
[83] #radonc
[23] uw_radoncdho
[23] #medphys
[19] washuradonc
[18] astro_org
[18] dr
[14] vice
[13] very
[13] cancer
[11] more

Top Words in Tweet in G5:
[69] #radonc
[35] dr_jonathant
[34] more
[29] experts
[28] highly
[27] iort
[26] concerns
[26] re
[26] #breastcancer
[26] respected

Top Words in Tweet in G6:
[24] #radonc
[23] ivyradoncmd
[19] med
[18] students
[18] #medtwitter
[17] underrepresented
[17] medicine
[17] #urm
[17] #uim
[17] #medstudenttwitter

Top Words in Tweet in G7:
[45] #radonc
[23] fumikochino
[21] #brachytherapy
[20] astro_org
[18] virtual
[15] team
[15] msk_radonc
[14] applicator
[12] interested
[11] open

Top Words in Tweet in G8:
[20] #radonc
[16] oncologyadvance
[12] radiation
[11] read
[11] effect
[11] neoadjuvant
[11] short
[11] course
[11] delayed
[11] surgery

Top Words in Tweet in G9:
[41] #radonc
[25] radiation
[18] cancer
[16] therapy
[16] vovo1967
[14] #jnlsb_online
[13] patients
[12] #nsgy
[11] #ent
[10] nasbsorg

Top Words in Tweet in G10:
[73] #radonc
[44] radiation
[32] monthy_a
[28] breast
[22] cancer
[21] therapy
[21] patients
[17] standard
[15] oncology
[13] hypofractionation

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[83] radiation,oncology
[82] #radonc,residents
[68] radiation,therapy
[57] #radonc,#medphys
[51] learn,more
[50] resident,quality
[49] med,students
[48] #radonc,resident
[47] arro_org,acroresident
[43] randomized,study

Top Word Pairs in Tweet in G1:
[62] #radonc,residents
[44] arro_org,acroresident
[40] resident,quality
[37] #radonc,resident
[34] meet,greets
[34] tjroycemd,annaleemdmph
[32] 2007,2018
[30] acroresident,cshahmd
[29] meet,greet
[28] cshahmd,shaunaradonc

Top Word Pairs in Tweet in G2:
[30] prospective,randomized
[30] randomized,study
[28] hi,#twitterati
[28] #twitterati,#radonc
[28] #radonc,#urology
[28] #urology,love
[28] love,more
[28] more,international
[28] international,centres
[28] centres,contribute

Top Word Pairs in Tweet in G3:
[20] ibram,kendi
[18] antiracist,author
[18] author,ibram
[15] special,issue
[14] astro_org,#redjournal
[14] astro_org,#astro20
[12] announced,antiracist
[12] kendi,#astro20
[12] #astro20,dribram
[12] dribram,participate

Top Word Pairs in Tweet in G4:
[11] #radonc,#medphys
[10] interested,#radonc
[9] med,students
[8] underrepresented,med
[8] students,interested
[8] #radonc,short
[8] short,survey
[8] survey,#radres
[8] #radres,rrs_radres
[8] rrs_radres,henningwillers

Top Word Pairs in Tweet in G5:
[26] more,concerns
[26] concerns,re
[26] re,iort
[26] iort,#breastcancer
[26] #breastcancer,highly
[26] highly,respected
[26] respected,experts
[26] experts,fieldðÿ
[26] fieldðÿ,#radonc
[25] dr_jonathant,more

Top Word Pairs in Tweet in G6:
[18] med,students
[17] ivyradoncmd,med
[17] students,underrepresented
[17] underrepresented,medicine
[17] medicine,#urm
[17] #urm,#uim
[17] #uim,#medtwitter
[17] #medtwitter,#medstudenttwitter
[17] #medstudenttwitter,snma
[17] snma,lmsa_national

Top Word Pairs in Tweet in G7:
[14] #brachytherapy,applicator
[9] #medstudents,interested
[9] interested,#radonc
[8] calling,#radonc
[8] #radonc,community
[8] community,please
[8] please,vote
[8] vote,universal
[8] universal,#brachytherapy
[8] applicator,amazing

Top Word Pairs in Tweet in G8:
[11] effect,neoadjuvant
[11] neoadjuvant,short
[11] short,course
[11] course,delayed
[11] delayed,surgery
[11] surgery,vs
[11] vs,crt
[11] crt,postop
[11] postop,outcomes
[11] outcomes,larc

Top Word Pairs in Tweet in G9:
[12] cancer,patients
[10] nasbsorg,#jnlsb_online
[10] case,report
[9] spinal,metastasis
[9] metastasis,glioblastoma
[9] glioblastoma,multiforme
[9] multiforme,before
[9] before,gliosarcomatous
[9] gliosarcomatous,transformation
[9] transformation,case

Top Word Pairs in Tweet in G10:
[16] radiation,therapy
[14] radiation,oncology
[12] hypofractionation,standard
[12] standard,modern
[12] modern,radiation
[12] therapy,#radonc
[11] monthy_a,hypofractionation
[10] breast,cancer
[9] oncology,#radonc
[8] early,breast

Top Replied-To
Top Replied-To in Entire Graph:
@marty_shrkeli
@drchowdharymd
@astro_org
@cd_fuller
@eringillespiemd
@sprakermdphd
@drjohnkang
@ivyradoncmd
@jryckman3
@grossberglab

Top Replied-To in G1:
@marty_shrkeli
@drchowdharymd
@astro_org
@cd_fuller
@eringillespiemd
@sprakermdphd
@drjohnkang
@jryckman3
@abro_radiation
@sushilberiwal

Top Replied-To in G2:
@luisalberto3p
@ecancer
@scorcbeardmore
@erictopol
@sundap15
@maherjane
@pash22
@philosophermd1
@rcradiologists
@drn_cancerpcp

Top Replied-To in G3:
@astro_org
@fumikochino
@itsnot_pink
@dbuscariollomd
@ucsdradmed
@dribram
@vprasadmdmph
@drmalikasiker
@vumcradonc
@ucsf

Top Replied-To in G4:
@itsnot_pink
@doctorjspicer
@cglidehurst
@jillfeldman4
@samsonpp
@biniamkidanemd
@nicoletranger
@shaakirhasan
@drewmoghanaki
@timothykrusermd

Top Replied-To in G5:
@alan_burguete
@alison_tree
@rttqa_uk
@hassansheikh_md

Top Replied-To in G6:
@seemacms
@sindhu_kunal
@radiology_ai
@ivyradoncmd

Top Replied-To in G7:
@astro_org
@rakesh_boya

Top Replied-To in G8:
@rt_physics

Top Replied-To in G10:
@estro_rt

Top Mentioned
Top Mentioned in Entire Graph:
@astro_org
@arro_org
@drchowdharymd
@eringillespiemd
@shaunaradonc
@marty_shrkeli
@ivyradoncmd
@acroresident
@jennamkahn
@dr_jonathant

Top Mentioned in G1:
@arro_org
@drchowdharymd
@astro_org
@shaunaradonc
@marty_shrkeli
@acroresident
@rtendulkarmd
@cshahmd
@jennamkahn
@annaleemdmph

Top Mentioned in G2:
@_shankarsiva
@jmiro_journal
@drlestercoll
@eringillespiemd
@julian_hong
@astro_org
@asco_pubs
@estro_rt
@nrgonc
@subatomicdoc

Top Mentioned in G3:
@astro_org
@dribram
@arro_org
@drmedphys
@accuray
@rtanswers_org
@drwinkfield
@daveadler10
@globaloncpod
@fumikochino

Top Mentioned in G4:
@uw_radoncdho
@washuradonc
@astro_org
@rrs_radres
@henningwillers
@fumikochino
@sbrt_cr
@taniguchimd
@drewmoghanaki
@carogarciax2

Top Mentioned in G5:
@dr_jonathant
@actionrtherapy
@slconcology
@viewray
@alison_tree
@royalfreenhs
@uclahealth
@uclajccc
@amarukishan
@_shankarsiva

Top Mentioned in G6:
@ivyradoncmd
@snma
@lmsa_national
@latinasinmed
@arro_org
@astro_org
@acroresident
@gregorynnicola
@laurengoldingmd
@roecsg

Top Mentioned in G7:
@fumikochino
@msk_radonc
@astro_org
@eringillespiemd
@mayoradonc
@itsnot_pink
@riceuniversity
@rtxdoc
@sloan_kettering
@xkcd

Top Mentioned in G8:
@oncologyadvance
@ejsotweets
@ummcnews
@ummc_radoncres
@scichief
@miradamedical
@breastdocuk
@drchowdharymd
@nihrresearch
@nhsx

Top Mentioned in G9:
@vovo1967
@nasbsorg
@seansachdevmd
@hwc_nl
@luriecancer
@gregauff
@edwardschaeffer
@nm_urology
@uncleharveynsg

Top Mentioned in G10:
@monthy_a
@americanbrachy
@ascopost
@a
@dr_jonathant
@eringillespiemd
@msk_radonc
@dccc_rt
@luisalberto3p
@subatomicdoc

Top Tweeters
Top Tweeters in Entire Graph:
@s9tmt
@sumanebot
@femtech_
@guardian
@andrewmorrisuk
@nytimes
@usatoday
@viralvideovlogs
@ebscbwi
@chichodisanto

Top Tweeters in G1:
@ayirpelle
@cd_fuller
@mededbot
@biorxivpreprint
@clevelandclinic
@changermindset
@choo_ek
@eelifozkan
@mountsinainyc
@montefiorenyc

Top Tweeters in G2:
@guardian
@andrewmorrisuk
@pash22
@hubofml
@ml_tweet_bot
@cancergeek
@subatomicdoc
@generalelectric
@scormembers
@hagsie

Top Tweeters in G3:
@nytimes
@usatoday
@jerry_durhampt
@lightifyco1
@susan78english
@pacoluismonta9a
@mchammer
@3jv_productions
@statnews
@tmertzi

Top Tweeters in G4:
@epeeps_bot
@radiologyacr
@hopkinsmedicine
@aacr
@jackwestmd
@nijuoti
@marklewismd
@louisianagirl91
@jamanetwork
@hcmagnet

Top Tweeters in G5:
@sumanebot
@oncologyforum
@grahamemorris
@royalmarsden
@jesusfuel
@uclahealth
@royalfreenhs
@ucla
@shuradiotherapy
@actionrtherapy

Top Tweeters in G6:
@academicchatter
@thartman2u
@danafarber
@mariacmorap
@winshipatemory
@openacademics
@indupartha
@brichristophers
@monicamalta7
@brittgratreak

Top Tweeters in G7:
@femtech_
@ebscbwi
@openhousetwts
@kh_hokujinigrtc
@btrfly12
@mayoclinic
@bcmhouston
@umich
@ourwaroncancer
@glopesmd

Top Tweeters in G8:
@viralvideovlogs
@maggiewade
@blkhwk0ps
@nihrresearch
@thechristienhs
@fbmh_uom
@oncologyadvance
@arthur_pediatra
@elizabe07366443
@ummcnews

Top Tweeters in G9:
@s9tmt
@chichodisanto
@famartinez2001
@stevecripe57
@urotoday
@flo_rox
@mariafr47
@drluisley
@chrislancashir3
@telegram

Top Tweeters in G10:
@notrealdemocrat
@pdr2002
@jfcdrr
@vanrijmenam
@youtube
@monthy_a
@ascopost
@inf_entropy
@a
@intinsurance


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