#ASCO21, Twitter, 6/5/2021 5:00:58 PM, 256361


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#ASCO21_2021-06-05_08-18-33.xlsx
#ASCO21_2021-06-05_08-18-33.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 05, 2021
Short Description:
#ASCO21 via NodeXL https://bit.ly/2RqFSfj
@asco
@oncoalert
@glopesmd
@ci4cc
@crisbergerot
@nejm
@tmprowell
@urotoday
@inas_md
@nazlidizman

Top hashtags:
#asco21
#lcsm
#bcsm
#cancer
#askreuters
#dumalab
#lungcancer
#breastcancer
#sarcoma
#nsclc

Description:
Description
The graph represents a network of 5,276 Twitter users whose recent tweets contained "#ASCO21", 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 Saturday, 05 June 2021 at 16:00 UTC.

The tweets in the network were tweeted over the 1-day, 17-hour, 13-minute period from Thursday, 03 June 2021 at 22:04 UTC to Saturday, 05 June 2021 at 15:18 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 : 5276
Unique Edges : 24571
Edges With Duplicates : 28066
Total Edges : 52637
Number of Edge Types : 5
Retweet : 13168
MentionsInRetweet : 27613
Tweet : 2033
Mentions : 8800
Replies to : 1023
Self-Loops : 2112
Reciprocated Vertex Pair Ratio : 0.0727520626485806
Reciprocated Edge Ratio : 0.135636304383249
Connected Components : 186
Single-Vertex Connected Components : 123
Maximum Vertices in a Connected Component : 4950
Maximum Edges in a Connected Component : 52162
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.265324
Graph Density : 0.0011025514805486
Modularity : 0.279117
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,276 Twitter users whose recent tweets contained "#ASCO21", 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 Saturday, 05 June 2021 at 16:00 UTC.

The tweets in the network were tweeted over the 1-day, 17-hour, 13-minute period from Thursday, 03 June 2021 at 22:04 UTC to Saturday, 05 June 2021 at 15:18 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 : #ASCO21
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:
[154] https://www.asco.org/about-asco/press-center/news-releases/post-surgery-immunotherapy-extends-disease-free-survival?cmpid=ws_ascoorg_am_keynote564_sno_twitter_all_060321____
[103] https://twitter.com/ASCO/status/1400512901769842688
[86] https://support.conquer.org/page/83109/action/1?utm_campaign=ACC21video&utm_source=socialmedia&utm_content=launch060321&utm_medium=twitter
[59] https://twitter.com/i/lists/1400504220214861825
[54] https://meetinglibrary.asco.org/session/13594
[53] https://clincancerres.aacrjournals.org/content/early/2021/06/03/1078-0432.CCR-21-0800
[53] https://twitter.com/asco/status/1400512901769842688
[49] https://meetinglibrary.asco.org/record/196901/abstract
[46] https://www.seattlecca.org/conference/asco-2021#session-15578
[46] https://www.nejm.org/doi/full/10.1056/NEJMoa2105215?cookieSet=1

Top URLs in Tweet in G1:
[66] https://twitter.com/ASCO/status/1400512901769842688
[60] https://support.conquer.org/page/83109/action/1?utm_campaign=ACC21video&utm_source=socialmedia&utm_content=launch060321&utm_medium=twitter
[46] https://twitter.com/asco/status/1400512901769842688
[36] https://www.asco.org/about-asco/press-center/news-releases/post-surgery-immunotherapy-extends-disease-free-survival?cmpid=ws_ascoorg_am_keynote564_sno_twitter_all_060321____
[33] https://meetinglibrary.asco.org/session/13594
[31] https://twitter.com/i/lists/1400504220214861825
[30] https://meetinglibrary.asco.org/record/185996/video
[28] https://meetinglibrary.asco.org/record/185986/abstract
[23] https://meetinglibrary.asco.org/record/198278/video
[23] https://twitter.com/nazlidizman/status/1400836152752435206

Top URLs in Tweet in G2:
[22] https://www.nejm.org/doi/full/10.1056/NEJMoa2103695?cookieSet=1
[21] https://clincancerres.aacrjournals.org/content/early/2021/06/03/1078-0432.CCR-21-0800
[17] https://twitter.com/i/lists/1400504220214861825
[16] https://meetinglibrary.asco.org/results/LBA?meetingView=2021%20ASCO%20Annual%20Meeting&page=1&cmpid=ws_ascoorg_am_lbaabstractlift_sno_twitter_all_060321__
[15] https://www.asco.org/about-asco/press-center/news-releases/post-surgery-immunotherapy-extends-disease-free-survival?cmpid=ws_ascoorg_am_keynote564_sno_twitter_all_060321____
[15] https://support.conquer.org/page/83109/action/1?utm_campaign=ACC21video&utm_source=socialmedia&utm_content=launch060321&utm_medium=twitter
[15] https://meetinglibrary.asco.org/record/196819/abstract
[14] https://meetinglibrary.asco.org/record/195951/abstract
[14] https://meetinglibrary.asco.org/record/196990/abstract
[12] https://jamanetwork.com/journals/jamaoncology/fullarticle/2780855?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=060421#.YLo133dM-oM.twitter

Top URLs in Tweet in G3:
[102] https://www.asco.org/about-asco/press-center/news-releases/post-surgery-immunotherapy-extends-disease-free-survival?cmpid=ws_ascoorg_am_keynote564_sno_twitter_all_060321____
[35] https://meetinglibrary.asco.org/record/196901/abstract
[33] https://www.nejm.org/doi/full/10.1056/NEJMoa2105215?cookieSet=1
[32] https://www.seattlecca.org/conference/asco-2021#session-15578
[30] https://meetinglibrary.asco.org/record/196661/abstract
[29] https://meetinglibrary.asco.org/record/197901/poster
[28] https://ascopubs.org/doi/abs/10.1200/OP.21.00172?cookieSet=1
[27] https://twitter.com/PCF_Science/status/1400531125773111297
[23] https://meetinglibrary.asco.org/record/195752/abstract
[22] https://twitter.com/tmprowell/status/1400584987322290176

Top URLs in Tweet in G4:
[13] https://meetinglibrary.asco.org/record/197550/abstract
[9] https://www.cancer.gov/news-events/events/conferences/asco-2021
[8] https://meetinglibrary.asco.org/record/201345/abstract
[7] https://twitter.com/ASCO/status/1400512901769842688
[7] https://meetinglibrary.asco.org/record/195781/abstract
[7] https://twitter.com/cancertrials_ie/status/1401120896547495937
[7] https://ascopubs.org/doi/abs/10.1200/JCO.2021.39.15_suppl.4016?cookieSet=1
[6] https://twitter.com/ReeseFCRC/status/1400824270729613319
[5] https://twitter.com/chemobrainfog/status/1400818353665720325
[5] https://twitter.com/CathyEngMD/status/1400811498193178631

Top URLs in Tweet in G5:
[16] https://www.nanobiotix.com/wp-content/uploads/2021/06/PR_2021-ASCO-Immunotherapy-Data-Announcement-6-3-21-1.pdf
[11] https://meetinglibrary.asco.org/record/195988/video
[9] https://player.vimeo.com/video/557754581
[8] https://marketing.statnews.com/the-asco-recap-live-2021
[7] https://ca.finance.yahoo.com/news/fate-therapeutics-highlights-positive-interim-110000526.html
[7] https://www.evaluate.com/vantage/articles/news/snippets/asco-2021-story-roundup
[7] https://www.biocentury.com/article/636853/adjuvant-battleground-steps-back-into-asco-spotlight
[6] https://meetinglibrary.asco.org/record/195988/abstract
[6] https://endpts.com/asco21-coherus-junshi-hunt-us-approval-for-anti-pd-1-drug-in-nose-and-throat-cancer-with-late-stage-win/
[6] https://meetinglibrary.asco.org/session/13692

Top URLs in Tweet in G6:
[22] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.esmoopen.com%2Farticle%2FS2059-7029%2821%2900075-2%2Ffulltext&rc=0
[13] https://acsjournals.onlinelibrary.wiley.com/doi/full/10.1002/cncr.33587?cookieSet=1
[9] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41591-019-0749-z
[7] https://soundcloud.com/plenarysession/ep324
[7] https://soundcloud.com/plenarysession/ep255
[7] https://ebm.bmj.com/cgi/content/full/bmjebm-2021-111702?ijkey=BzHjGWI3wpnsXkh&keytype=ref
[4] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41591-020-01224-2
[4] https://twitter.com/ManniMD1/status/1400828066008547330
[4] https://twitter.com/NatureRevCancer/status/1400818371701055488
[4] https://honglab.ucsf.edu/#positions

Top URLs in Tweet in G7:
[14] https://www.asco.org/about-asco/press-center/news-releases/additional-chemotherapy-does-not-offer-survival-benefit?cmpid=ws_ascoorg_am_outback_sno_twitter_all_060321____
[11] https://www.icr.ac.uk/news-archive/trial-shows-benefits-of-targeted-drug-against-early-stage-breast-cancer-with-inherited-brca-mutation
[9] https://www.anzgog.org.au/outback-results-asco/
[8] https://www.icr.ac.uk/news-archive/new-search-and-destroy-treatment-extends-life-in-advanced-prostate-cancer
[6] https://www.icr.ac.uk/blogs/science-talk/page-details/asco-2021-global-cancer-researchers-reunite-virtually
[6] https://www.vhio.net/es/la-uitm-caixaresearch-presenta-en-asco-sus-avances-en-el-desarrollo-terapeutico-contra-el-cancer/
[5] https://www.icr.ac.uk/blogs/science-talk/page-details/asco-2021-the-science-behind-olaparib-s-promise-shown-in-the-olympia-trial-for-early-breast-cancer
[5] https://www.asco.org/
[5] https://meetinglibrary.asco.org/record/197309/abstract
[4] https://www.petermac.org/news/prof-linda-mileshkin-centrestage-asco

Top URLs in Tweet in G8:
[3] https://www.nejm.org/doi/full/10.1056/NEJMoa2105215?cookieSet=1
[3] https://theratraq.com/celltraq/?utm_source=Twitter&utm_campaign=asco_21
[2] https://twitter.com/agendia/status/1400798648737406981
[2] https://awesomecapital.blogspot.com/2021/06/asco21-merus-presents-clinical-data-on.html?spref=tw
[2] https://awesomecapital.blogspot.com/2021/06/asco21-novartis-gears-up-for-car-t.html?spref=tw
[2] https://awesomecapital.blogspot.com/2021/06/asco21-gilead-trodelvy-new-subgroup.html?spref=tw
[2] https://awesomecapital.blogspot.com/2021/06/asco21-spectrum-pharma-presents.html?spref=tw
[2] https://awesomecapital.blogspot.com/2021/06/asco21-puma-bio-presents-data-comparing.html?spref=tw
[2] https://awesomecapital.blogspot.com/2021/06/asco21-iovance-clinical-data-for.html?spref=tw
[2] https://endpts.com/asco21-a-week-after-nabbing-priority-review-kite-unveils-the-pivotal-data-it-hopes-will-lead-to-a-new-car-t-approval?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G9:
[21] https://s3.amazonaws.com/b2icontent.irpass.cc/2492/rl99784.pdf
[13] https://twitter.com/_purplebiotech/status/1400862438715707397
[12] https://individualizedmedicineblog.mayoclinic.org/2021/06/04/groundbreaking-early-cancer-detection-test-studied-at-mayo-clinic-introduced-nationally/?linkId=120488748
[7] https://mds-hub.com/medical-information/characterizing-the-genetic-landscape-of-patients-with-myelodysplasticmyeloproliferative-neoplasms
[7] https://newsnetwork.mayoclinic.org/discussion/remote-patient-monitoring-may-reduce-need-to-hospitalize-cancer-patients/?utm_source=twitter&utm_medium=sm&utm_content=post&utm_campaign=mayoclinic&geo=national&placementsite=enterprise&mc_id=us&cauid=100503&linkId=120494013
[6] https://Pharm2Market.app
[5] https://www.gilead.com/news-and-press/press-room/press-releases/2021/6/trodelvy-demonstrates-superior-outcomes-to-standard-of-care-in-second-line-treatment-of-metastatic-triple-negative-breast-cancer-in-phase-3-ascent-st
[4] https://meetinglibrary.asco.org/session/13644
[4] https://twitter.com/MDAndersonNews/status/1400435384132247552
[4] https://twitter.com/MDAndersonNews/status/1400493196669427712

Top URLs in Tweet in G10:
[7] https://rwe.flatiron.com/asco
[5] https://www.instagram.com/ar/488578412592564/
[4] https://rwe.flatiron.com/asco#COVID
[4] https://flatiron.com/blog/real-world-data-in-real-time-early-lessons-from-the-covid-19-pandemic/
[4] https://cancerletter.com/clinical/20210604_6/
[3] https://gantaisaku.net/?p=26919
[3] https://www.roche.com/investors/updates/inv-update-2021-06-04b.htm?utm_source=T&utm_medium=E&utm_campaign=?notice=true
[2] https://www.foundationmedicine.com/event/asco2021
[2] https://www.foundationmedicine.com/press-releases/aa904bd1-4854-44e9-8d03-24b5af5ff392
[2] https://meetings.asco.org/session/13617?presentation=200569#presentations

Top Domains
Top Domains in Tweet in Entire Graph:
[3258] twitter.com
[2718] asco.org
[295] ascopubs.org
[137] nejm.org
[135] conquer.org
[113] aacrjournals.org
[89] bit.ly
[88] onclive.com
[87] endpts.com
[81] urotoday.com

Top Domains in Tweet in G1:
[1626] twitter.com
[1201] asco.org
[148] ascopubs.org
[97] conquer.org
[73] aacrjournals.org
[69] onclive.com
[66] cancer.net
[52] clubhouse.com
[44] symplur.com
[42] bit.ly

Top Domains in Tweet in G2:
[498] asco.org
[443] twitter.com
[55] ascopubs.org
[55] peerview.com
[25] nejm.org
[23] aacrjournals.org
[22] conquer.org
[19] jamanetwork.com
[19] practiceupdate.com
[15] cancerresearch.org

Top Domains in Tweet in G3:
[783] twitter.com
[574] asco.org
[71] nejm.org
[66] urotoday.com
[62] ascopubs.org
[33] seattlecca.org
[24] vhio.net
[23] urologytimes.com
[19] frontiersin.org
[19] vjoncology.com

Top Domains in Tweet in G4:
[214] twitter.com
[140] asco.org
[18] linkedin.com
[16] ascopubs.org
[10] cancer.gov
[10] com.br
[8] medscape.com
[6] nejm.org
[6] tempus.com
[5] pumabiotechnology.com

Top Domains in Tweet in G5:
[59] 1stoncology.com
[37] asco.org
[34] twitter.com
[34] evaluate.com
[27] endpts.com
[23] nanobiotix.com
[18] statnews.com
[17] gustaveroussy.fr
[14] biocentury.com
[10] globenewswire.com

Top Domains in Tweet in G6:
[22] elsevierhealth.com
[21] twitter.com
[18] nature.com
[17] wiley.com
[14] soundcloud.com
[13] asco.org
[7] bmj.com
[6] ascopubs.org
[4] ucsf.edu
[3] radian6.com

Top Domains in Tweet in G7:
[52] asco.org
[30] ac.uk
[13] healio.com
[9] org.au
[8] twitter.com
[7] vhio.net
[5] ascopost.com
[5] akoyabio.com
[4] petermac.org
[4] bigagainstbreastcancer.org

Top Domains in Tweet in G8:
[16] twitter.com
[15] endpts.com
[12] blogspot.com
[6] asco.org
[5] genetherapylive.com
[5] drugtopics.com
[4] nejm.org
[4] theratraq.com
[2] linkedin.com
[2] feedblitz.com

Top Domains in Tweet in G9:
[39] twitter.com
[21] amazonaws.com
[19] mayoclinic.org
[17] asco.org
[7] mds-hub.com
[6] pharm2market.app
[5] gilead.com
[4] biospace.com
[4] immutep.com
[4] webex.com

Top Domains in Tweet in G10:
[15] flatiron.com
[9] asco.org
[5] instagram.com
[5] roche.com
[4] foundationmedicine.com
[4] cancerletter.com
[4] twitter.com
[3] gantaisaku.net
[2] tempus.com
[2] cancerit.jp

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[18556] asco21
[1940] lcsm
[831] bcsm
[641] cancer
[538] askreuters
[515] dumalab
[512] lungcancer
[461] breastcancer
[459] sarcoma
[394] nsclc



Top Hashtags in Tweet in G1:
[7903] asco21
[491] lcsm
[462] dumalab
[402] sarcoma
[300] bcsm
[295] mmsm
[291] cancer
[189] leusm
[179] covid19
[173] onctwitter

Top Hashtags in Tweet in G2:
[3375] asco21
[1018] lcsm
[393] askreuters
[255] lungcancer
[196] nsclc
[99] egfr
[68] kras
[65] bcsm
[65] cancer
[64] immunotherapy

Top Hashtags in Tweet in G3:
[3823] asco21
[389] bcsm
[360] lcsm
[194] breastcancer
[165] prostatecancer
[148] oncoalert
[101] oncoalerttoptweet
[100] nsclc
[91] lungcancer
[85] clecliniccancer

Top Hashtags in Tweet in G4:
[1055] asco21
[175] crcsm
[70] cancer
[59] clinicaltrials
[50] lcsm
[47] pancreaticcancer
[44] ctdna
[42] pancsm
[38] bcsm
[35] gyncsm

Top Hashtags in Tweet in G5:
[590] asco21
[114] cedarssinaicancer
[73] cedarssinai
[51] melanoma
[26] tumors
[23] nbtxr3
[19] cancer
[16] prostatecancer
[14] immunotherapy
[12] avelumab

Top Hashtags in Tweet in G6:
[219] asco21
[26] cancer
[12] amyonequity
[9] clinicaltrials
[9] novartisnews
[8] nsclc
[7] nmedclinical
[6] coi
[5] lungcancer
[5] bcsm

Top Hashtags in Tweet in G7:
[204] asco21
[37] breastcancer
[23] cervicalcancer
[18] gyncsm
[14] prostatecancer
[7] cancer
[6] uitm
[6] bcsm
[5] lungcancer
[5] sciencefromatoz

Top Hashtags in Tweet in G8:
[181] asco21
[8] oncology
[6] cancer
[4] bcsm
[4] asco
[3] asco2021
[3] lcsm
[3] celltherapy
[3] melanoma
[3] nsclc

Top Hashtags in Tweet in G9:
[168] asco21
[34] cancerresearch
[21] curecancer
[18] mdssm
[15] mpnsm
[13] oncology
[12] cancerscreening
[12] cancerbloodtest
[11] cancer
[8] covid19

Top Hashtags in Tweet in G10:
[99] asco21
[14] cancer
[8] rwd
[8] nsclc
[7] lcsm
[5] oncology
[5] gicsm
[4] rwe
[4] asktheexpert
[4] breastcancer

Top Words
Top Words in Tweet in Entire Graph:
[18633] #asco21
[5500] asco
[3228] oncoalert
[3182] cancer
[3159] patients
[1969] data
[1953] #lcsm
[1902] dr
[1862] more
[1842] trial

Top Words in Tweet in G1:
[7948] #asco21
[2594] asco
[1158] cancer
[1105] patients
[982] oncoalert
[937] dr
[715] more
[669] session
[618] trial
[557] care

Top Words in Tweet in G2:
[3386] #asco21
[1025] #lcsm
[950] asco
[620] cancer
[563] patients
[526] oncoalert
[445] lung
[422] data
[397] #askreuters
[346] nsclc

Top Words in Tweet in G3:
[3844] #asco21
[1566] oncoalert
[1283] asco
[776] patients
[603] trial
[569] cancer
[466] os
[432] data
[399] results
[399] study

Top Words in Tweet in G4:
[1056] #asco21
[265] asco
[255] cancer
[211] more
[201] patients
[176] #crcsm
[133] oncoalert
[125] vs
[107] trial
[98] folfirinox

Top Words in Tweet in G5:
[591] #asco21
[196] asco
[174] data
[146] patients
[140] dr
[114] #cedarssinaicancer
[100] phase
[97] co
[83] study
[83] author

Top Words in Tweet in G6:
[219] #asco21
[50] cancer
[47] patients
[38] read
[31] need
[31] therapies
[29] time
[28] more
[28] analysis
[27] data

Top Words in Tweet in G7:
[204] #asco21
[93] cancer
[77] trial
[59] more
[53] early
[52] results
[51] treatment
[51] patients
[46] icr
[37] #breastcancer

Top Words in Tweet in G8:
[181] #asco21
[45] data
[27] patients
[26] cancer
[26] cell
[20] more
[17] year
[17] asco
[16] clinical
[14] therapy

Top Words in Tweet in G9:
[168] #asco21
[67] cancer
[58] phase
[58] study
[50] data
[42] clinical
[36] more
[34] nt219
[34] ongoing
[34] #cancerresearch

Top Words in Tweet in G10:
[96] #asco21
[33] cancer
[32] data
[26] patients
[24] more
[21] clinical
[17] research
[15] oncology
[15] lung
[14] #cancer

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1286] asco,#asco21
[1019] #asco21,asco
[707] #asco21,#lcsm
[575] high,risk
[567] #asco21,oncoalert
[558] lung,cancer
[455] breast,cancer
[387] #askreuters,#asco21
[330] looking,forward
[317] asco,oncoalert

Top Word Pairs in Tweet in G1:
[634] asco,#asco21
[474] #asco21,asco
[208] high,risk
[204] #asco21,#lcsm
[176] opening,session
[166] #asco21,oncoalert
[141] looking,forward
[133] #asco21,opening
[130] asco,oncoalert
[127] cancer,care

Top Word Pairs in Tweet in G2:
[375] #asco21,#lcsm
[334] lung,cancer
[297] asco,#asco21
[288] #askreuters,#asco21
[155] #asco21,asco
[155] #lcsm,oncoalert
[103] #lcsm,#asco21
[91] pd,l1
[83] biomarker,testing
[81] clinical,trials

Top Word Pairs in Tweet in G3:
[339] #asco21,asco
[300] #asco21,oncoalert
[298] asco,#asco21
[261] high,risk
[168] breast,cancer
[156] free,survival
[149] keynote,564
[144] disease,free
[133] asco,oncoalert
[132] #asco21,abstract

Top Word Pairs in Tweet in G4:
[49] pancreatic,cancer
[43] #asco21,#crcsm
[40] locally,advanced
[34] again,#asco21
[32] chemo,trast
[31] ph,jcog1407
[31] jcog1407,folfirinox
[31] folfirinox,arm
[31] arm,vs
[31] vs,gemcitabine

Top Word Pairs in Tweet in G5:
[113] #cedarssinaicancer,#asco21
[101] #asco21,dr
[74] co,author
[64] asco,#cedarssinai
[47] anti,pd
[46] asco,angelesclinic
[40] author,poster
[38] annual,meeting
[30] dr,omid
[30] omid,hamid

Top Word Pairs in Tweet in G6:
[26] time,#asco21
[22] hi,#asco21
[22] #asco21,world
[22] world,bombarded
[22] bombarded,news
[22] news,remarkable
[22] remarkable,therapies
[22] therapies,request
[22] request,kindly
[22] kindly,read

Top Word Pairs in Tweet in G7:
[35] read,more
[34] breast,cancer
[31] trial,involving
[27] early,stage
[23] involving,icr
[20] olympia,trial
[17] locally,advanced
[16] #asco21,bigagainstbc
[16] bigagainstbc,read
[15] #asco21,press

Top Word Pairs in Tweet in G8:
[12] awesomecapital,#asco21
[11] cell,therapy
[10] learn,more
[9] annual,meeting
[7] looking,forward
[6] breast,cancer
[6] cell,lymphoma
[6] clinical,data
[5] 2021,asco
[5] asco,annual

Top Word Pairs in Tweet in G9:
[34] ongoing,phase
[27] phase,study
[22] well,tolerated
[22] clinical,data
[21] purple,excited
[21] excited,announce
[21] announce,nt219
[21] nt219,well
[21] tolerated,initial
[21] initial,clinical

Top Word Pairs in Tweet in G10:
[15] lung,cancer
[11] learn,more
[11] small,cell
[11] cell,lung
[10] non,small
[9] comprehensive,genomic
[8] pandemic,impact
[8] #cancer,care
[8] presented,#asco21
[7] pennmedicine,uabnews

Top Replied-To
Top Replied-To in Entire Graph:
@laurenyoung
@asco
@oncoalert
@narjustdumamd
@christine_lovly
@neerajaiims
@viveksubbiah
@reesefcrc
@tmprowell
@pashtoonkasi

Top Replied-To in G1:
@laurenyoung
@narjustdumamd
@asco
@viveksubbiah
@oncoalert
@tmprowell
@bvantine1
@rheaboydmd
@neerajaiims
@wilmotcancer

Top Replied-To in G2:
@laurenyoung
@christine_lovly
@asco
@charuaggarwalmd
@reesefcrc
@iaslc
@n8pennell
@tony_calles
@drriyazshah
@rheaboydmd

Top Replied-To in G3:
@oncoalert
@asco
@neerajaiims
@matteolambe
@pavlosmsaouel
@soaresandrey
@fabioschutz78
@tmprowell
@viveksubbiah
@kalinskykevin

Top Replied-To in G4:
@reesefcrc
@pashtoonkasi
@totalhealthconf
@tempuslabs
@tmprowell
@irishsarcoma
@asco
@hkennecke
@duiliorocha_onc
@leitaomd

Top Replied-To in G5:
@asco
@bradloncar
@semodough
@stl_biotech
@nanobiotix
@notthatkindofdr
@rna_biotech

Top Replied-To in G6:
@lauramakaroff
@jamecancerdoc
@drsgraff
@rheaboydmd
@medresjourno
@alisonpklein

Top Replied-To in G7:
@astrazenecaes

Top Replied-To in G8:
@wearewlo

Top Replied-To in G9:
@immutep
@laurenyoung
@asco
@docmeetings
@hemoncwomendocs

Top Replied-To in G10:
@erplimackmd

Top Mentioned
Top Mentioned in Entire Graph:
@asco
@oncoalert
@drchoueiri
@ascopres
@weoncologists
@asco_pubs
@neerajaiims
@narjustdumamd
@glopesmd
@montypal

Top Mentioned in G1:
@asco
@oncoalert
@ascopres
@drchoueiri
@narjustdumamd
@glopesmd
@ishwariamd
@asco_pubs
@neerajaiims
@conquercancerfd

Top Mentioned in G2:
@asco
@oncoalert
@egfrresisters
@christine_lovly
@alexspiramdphd
@ramalingammd
@jbauml
@nejm
@yalemed
@martinreck2

Top Mentioned in G3:
@oncoalert
@asco
@drchoueiri
@weoncologists
@tompowles1
@asco_pubs
@neerajaiims
@montypal
@nejm
@urotoday

Top Mentioned in G4:
@asco
@oncoalert
@nrgonc
@fightcrc
@drfolamay
@marklewismd
@manjuggm
@myesmo
@mdandersonnews
@thenci

Top Mentioned in G5:
@asco
@angelesclinic
@omidhamidmd
@gustaveroussy
@cscancercare
@evaluatevantage
@regeneron
@drhendifar
@mi_onc
@sfreedlandmd

Top Mentioned in G6:
@asco
@iarcwho
@ncidirector
@sunnykim111
@plenary_session
@vprasadmdmph
@kalinskykevin
@rheaboydmd
@mdandersonnews
@pucvm

Top Mentioned in G7:
@asco
@lindamileshkin
@bigagainstbc
@icr_london
@ecmc_manchester
@tischcancer
@oncocook
@astrazeneca
@petermaccc
@merck

Top Mentioned in G8:
@healthbook_ch

Top Mentioned in G9:
@mayoclinic
@asco
@mrinalpatnaik
@mayocliniccim
@mdandersonnews
@docmeetingsonco
@doctorpemm
@sanamloghavi
@uroonc
@gileadsciences

Top Mentioned in G10:
@foxchasecancer
@pennmedicine
@uabnews
@yalecancer
@moffittnews
@asco
@amgen
@grocquemd
@nejm
@cpgyale

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@threadreaderapp
@hrblock_21
@gambiste1
@bexxmodd
@stigmabase
@viralvideovlogs
@reuters
@business
@lavanguardia

Top Tweeters in G1:
@bexxmodd
@pfanderson
@inforenique
@caseofdees
@drferdowsi
@tomvarghesejr
@dancygeorgia
@enigmathick
@unrollhelper
@grandma_hockey

Top Tweeters in G2:
@reuters
@andrewmorrisuk
@godfrey_g_
@ilimlevebilimle
@lobovaldavia
@ibishblog
@fox32news
@kuki007b
@pyscalellc
@mariaga91000049

Top Tweeters in G3:
@lavanguardia
@ml_tweet_bot
@abcdiagnosis
@nbcnews
@eleconomistaes
@seqcomplete
@wbz
@arieltmma
@donalynette
@nadahassib1

Top Tweeters in G4:
@jfsebastian146
@monitor_ph
@mikecane
@pierre018
@dawnka
@lgoodbu
@celiacbeast
@btrfly12
@kris_lovaas
@walthercancerin

Top Tweeters in G5:
@gambiste1
@le_parisien
@darylmox
@mogulazam
@godsmack4ever
@matthewherper
@josevicentefor1
@realmaciej
@adamfeuerstein
@bradloncar

Top Tweeters in G6:
@sumoh7
@earnest_one
@mwt2008
@pash22
@evidencerobot
@kumar_ranjeet
@minnesotamarys
@sargentogarcia
@mgv23nyc
@drol007

Top Tweeters in G7:
@mailonline
@adriansysnet
@tt85207533
@mtdp08230
@lainalovicht
@scitechmachine
@marymaryregan
@mbahrenfuss
@emili_dg
@aredondo71

Top Tweeters in G8:
@stigmabase
@cmencke
@boobstagramm
@cafepharma
@indefatigabl_
@seigomaeda
@sdbn
@msdsalute
@medscapefrance
@dagensmedicin

Top Tweeters in G9:
@lisaetter1
@ibrustyjim
@bebravemyloves
@deltacrook
@clbear31
@dezsmom
@mayoclinic
@mainesahara
@phoneguymark
@mds

Top Tweeters in G10:
@pyramidfire
@ajisanndo100
@healthcareagg
@charleyranger
@ksc0361
@jodibeth21
@tangming2005
@bugthiepal
@yoh_tw
@zbakalchuk


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