#DDW19 OR #DDW2019, Twitter, 5/23/2019 5:18:38 AM, 197777


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#DDW19 OR #DDW2019 Twitter NodeXL SNA Map and Report for Wednesday, 22 May 2019 at 22:31 UTC
#DDW19 OR #DDW2019 Twitter NodeXL SNA Map and Report for Wednesday, 22 May 2019 at 22:31 UTC
From:
scotpublichealth
Uploaded on:
May 23, 2019
Short Description:
#DDW19 OR #DDW2019 via NodeXL http://bit.ly/2VYyXea
@ddwmeeting
@drmakclinic
@amergastroassn
@cleclinicmd
@juliomayol
@ssatnews
@asgeendoscopy
@brennanspiegel
@kiranewmanmdphd
@ibdmd

Top hashtags:
#ddw19
#ibd
#ddw2019
#ssat19
#some4surgery
#ibs
#worldibdday

Description:
Description
The graph represents a network of 4,598 Twitter users whose recent tweets contained "#DDW19 OR #DDW2019", 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 Wednesday, 22 May 2019 at 22:50 UTC.

The tweets in the network were tweeted over the 9-day, 12-hour, 22-minute period from Monday, 13 May 2019 at 09:57 UTC to Wednesday, 22 May 2019 at 22:19 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 : 4598
Unique Edges : 14672
Edges With Duplicates : 19799
Total Edges : 34471
Self-Loops : 3214
Reciprocated Vertex Pair Ratio : 0.0992593456581326
Reciprocated Edge Ratio : 0.180593134914319
Connected Components : 188
Single-Vertex Connected Components : 134
Maximum Vertices in a Connected Component : 4296
Maximum Edges in a Connected Component : 34012
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.467277
Graph Density : 0.000891753543524565
Modularity : 0.328851
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[27] https://spark.adobe.com/video/uA5sxNkbpyvqd
[18] https://www.pscp.tv/w/b7Q2LzF6dkVOeW55RERqZWR8MWVhS2J2ZUVSYmpLWBeZC2HG1P0UZYVqQh7nkvYZabzOWHttaHytVEAaYgBo
[10] http://www.endoscopynow.com/
[8] https://www2.modmed.com/GI-9Keys-Web
[8] https://www.cmeoutfitters.com/transfers/cm/?ID=28515
[7] https://twitter.com/umfoodoc/status/1129866879621746688
[7] https://www.ncbi.nlm.nih.gov/pubmed/29359519
[7] https://www.healio.com/gastroenterology/inflammatory-bowel-disease/news/online/%7B241d4b7b-86ee-4e3b-b891-00907006745e%7D/varsity-entyvio-beats-humira-in-ulcerative-colitis?utm_medium=social&utm_source=twitter&utm_campaign=sociallinks
[7] https://twitter.com/austinchiangmd/status/1129648183414407169
[7] https://twitter.com/nyphospital/status/1130507226207182853

Top URLs in Tweet in G1:
[7] https://twitter.com/umfoodoc/status/1129866879621746688
[6] https://www.healio.com/gastroenterology/inflammatory-bowel-disease/news/online/%7B241d4b7b-86ee-4e3b-b891-00907006745e%7D/varsity-entyvio-beats-humira-in-ulcerative-colitis?utm_medium=social&utm_source=twitter&utm_campaign=sociallinks
[6] https://www.ncbi.nlm.nih.gov/pubmed/29359519
[5] https://twitter.com/DDWMeeting/status/1129159810480582656
[5] https://www.healio.com/gastroenterology/malabsorption/news/online/%7B60bae8e1-eb15-440e-bc1f-aa3a8cd0080c%7D/cooking-classes-improve-diet-adherence-quality-of-life-in-celiac
[5] https://twitter.com/DDWMeeting/status/1127948023840083968
[4] https://twitter.com/DrvanTilburg/status/1130133289283477504
[4] https://twitter.com/pllu/status/1129874360171286528
[4] https://facebook.com/IBDMoms
[4] https://hootsuite.com/

Top URLs in Tweet in G2:
[7] https://twitter.com/nyphospital/status/1130507226207182853
[7] https://twitter.com/AustinChiangMD/status/1129506612396167168
[7] https://www2.modmed.com/GI-9Keys-Web
[6] https://www.modmed.com/press-release/ddw-2019/?utm_source=twitter&utm_medium=social&utm_campaign=ddw_2019&utm_content=text-link
[5] https://medicine.duke.edu/medicinenews/duke-gi-heads-digestive-disease-week-2019
[4] https://www.ddwnews.org/news/introducing-ddws-incoming-leader-dr-loren-laine/
[4] https://www.ddwnews.org/news/aga-session-offers-ergonomics-tips-for-endoscopy/
[4] https://www.medpagetoday.com/meetingcoverage/ddw/79881
[4] https://www.ddwnews.org/news/experts-to-debate-treatment-of-hbv-hcv-during-pregnancy/
[4] https://ddw.org/exhibitor-information/host-an-on-site-meeting/satellite-symposia

Top URLs in Tweet in G3:
[4] https://twitter.com/juliomayol/status/1130646894114463745
[4] https://twitter.com/fbellolio/status/1129805280009629697
[4] http://juliomayol.com/what-ive-learnt-on-my-second-day-at-ssat19/
[4] https://twitter.com/jbmatthews/status/1128655613880406016
[4] https://twitter.com/irenarupp/status/1130219639873556480
[3] http://juliomayol.com/what-i-learnt-today-at-ssat19/
[3] https://twitter.com/juliomayol/status/1130567191273672704
[2] https://twitter.com/SSATNews/status/1130126191543889921
[2] https://twitter.com/doleynik3/status/1130568785016942592
[2] https://twitter.com/MelanieMorrisMD/status/1130139747949600768

Top URLs in Tweet in G4:
[6] http://agalive.geteccu.org/
[5] https://twitter.com/FightCRC/status/1130582441297633280
[5] https://sage.org.ar/wp-content/uploads/2019/04/Abstracts-Pre-DDW-2019.pdf
[4] https://fightcolorectalcancer.org/blog/fight-crc-examines-colorectal-cancer-in-younger-adults/
[4] https://twitter.com/fightcrc/status/1130582441297633280
[2] http://agalive.geteccu.org/#
[2] https://twitter.com/austinchiangmd/status/1129648183414407169
[2] https://news.mayocliniclabs.com/2018/04/30/digestive-diseases-week-2018/#early-onset-ibd
[2] https://twitter.com/GlobalCRC/status/1130201039473451013
[2] https://twitter.com/CGSavesLives/status/1130544786027401216

Top URLs in Tweet in G5:
[3] https://consultqd.clevelandclinic.org/research-validates-tissue-pathology-test-predicting-progression-in-barretts-esophagus/?utm_campaign=qd%20tweets&utm_medium=social&utm_source=twitter&utm_content=052119%20DDW&cvosrc=social%20network.twitter.qd%20tweets&cvo_creative=052119%20DDW
[2] https://consultqd.clevelandclinic.org/eus-guided-gall-bladder-drainage-in-surgically-unfit-patients-presenting-with-acute-cholecystitis/?utm_campaign=qd%20tweets&utm_medium=social&utm_source=twitter&utm_content=190122%20bladder%20drainage&cvosrc=social%20network.twitter.qd%20tweets&cvo_creative=190122%20bladder%20drainage
[2] https://consultqd.clevelandclinic.org/studies-reveal-heightened-liver-disease-rates-in-ibd-patients/?utm_campaign=qd%20tweets&utm_medium=social&utm_source=twitter&utm_content=051819%20DDW&cvosrc=social%20network.twitter.qd%20tweets&cvo_creative=051819%20DDW
[2] https://consultqd.clevelandclinic.org/anti-tnf-therapy-increases-infection-risk-in-patients-with-comorbid-inflammatory-conditions-and-cirrhosis/?utm_campaign=qd%20tweets&utm_medium=social&utm_source=twitter&utm_content=052019%20DDW&cvosrc=social%20network.twitter.qd%20tweets&cvo_creative=052019%20DDW
[2] https://consultqd.clevelandclinic.org/endoscopic-submucosal-dissection-for-early-esophageal-and-gastric-cancers-an-update-with-amit-bhatt-md/?utm_campaign=qd%20tweets&utm_medium=social&utm_source=twitter&utm_content=052019%20DDW&cvosrc=social%20network.twitter.qd%20tweets&cvo_creative=052019%20DDW
[1] https://soundcloud.com/2scientists/s3e02-fire-in-the-gut-ibd-explained?sf102545898=1
[1] https://www.gene.com/topics/digestive-health?utm_source=twitter&utm_medium=earned&utm_content=hub&utm_campaign=DDW%202019&utm_term=CR&sf102157464=1
[1] https://www.gene.com/stories/the-microbiomes-role-in-ibd?topic=digestive-health&utm_source=twitter&utm_medium=paid&utm_content=article&utm_campaign=DDW%202019&utm_term=CR&sf102545701=1
[1] https://www.gene.com/stories/personalizing-the-gut?topic=digestive-health&utm_source=twitter&utm_medium=paid&utm_content=article&utm_campaign=DDW%202019&utm_term=CR&sf102545774=1
[1] https://twitter.com/ryanungaro/status/1129786264973074432

Top URLs in Tweet in G6:
[16] https://www.pscp.tv/w/b7Q2LzF6dkVOeW55RERqZWR8MWVhS2J2ZUVSYmpLWBeZC2HG1P0UZYVqQh7nkvYZabzOWHttaHytVEAaYgBo
[3] http://tweetedtimes.com/ahier/healthcare
[1] https://twitter.com/Julia_at_SLACK/status/1130167746539319297
[1] https://twitter.com/ajumobiMD/status/1129950665474695168
[1] https://twitter.com/MedscapeCME/status/1128663074603458560
[1] https://www.medscape.org/sites/townhall/public/nash-ddw-2019?src=soc_tw_190513_mscpedu_liveev_gast_nash
[1] https://www.medscape.org/sites/townhall/public/nash-ddw-2019?src=soc_tw_190519_mscpedu_THE_gast_nash&faf=1
[1] https://www.medscape.org/sites/townhall/public/microbiota?src=soc_tw_190515_mscpedu_THE_gast_microbiome&faf=1
[1] https://www.medscape.com/viewcollection/34889?src=soc_tw_190522_mscpedt_news_mdscp_ddwinfluencers&faf=1
[1] https://www.medscape.com/viewcollection/34889?src=soc_tw_190517_mscpedt_news_mdscp_ddw&faf=1

Top URLs in Tweet in G7:
[4] https://twitter.com/gut_bmj/status/1130139951025328128
[2] https://www.bmj.com/content/365/bmj.l1544
[2] https://fg.bmj.com/content/early/2019/02/01/flgastro-2018-101159
[1] https://twitter.com/gut_bmj/status/1130147896723165189
[1] https://www.ncbi.nlm.nih.gov/m/pubmed/17591620/
[1] https://gut.bmj.com/content/66/3/541.long
[1] https://www.journal-of-hepatology.eu/article/S0168-8278(18)32637-0/fulltext
[1] https://ativsoftware.com/appinfo.php?page=Inthtml&project=DDW19&server=eventpilotadmin.com&id=3156095
[1] https://twitter.com/LancetGastroHep/status/1129837225221513216
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flangas%2Farticle%2FPIIS2468-1253%2819%2930089-5%2Ffulltext&rc=0

Top URLs in Tweet in G8:
[2] https://ddw.org/home
[2] https://cards.twitter.com/cards/18ce54spnb6/6jwx2
[2] https://snp.io/
[1] https://twitter.com/GetEpicured/status/1128336869933178881
[1] http://r.socialstudio.radian6.com/91c62305-29c1-4fa8-8ea8-b5869cdc2ff6
[1] https://www.sciencedaily.com/releases/2019/05/190509101944.htm
[1] https://twitter.com/tumbledgray/status/1129426418084057088
[1] https://www.fiverr.com/users/adams9840/manage_gigs/design-responsive-mailchimp-email-template-e119ca55-237a-463d-bb74-9063336d319b/edit
[1] https://www.fiverr.com/adams9840/design-mailchimp-editable-html-template
[1] https://www.instagram.com/p/Bxn2J8VH5RJ-uPg6C_I2iU5MjDw8me148cKyuY0/?igshid=xufsbvvf5bl8

Top URLs in Tweet in G9:
[25] https://spark.adobe.com/video/uA5sxNkbpyvqd
[2] https://twitter.com/pancpathologist/status/1130460571071942658
[1] https://www.globenewswire.com/news-release/2019/05/21/1840456/0/en/Blinded-Independent-Validation-Study-Highlights-Effectiveness-of-Tissue-Systems-Pathology-Test-in-Predicting-Risk-of-Progression-to-Esophageal-Cancer-in-Patients-with-Barrett-s-Eso.html
[1] https://www.foundationmedicine.com/blog/uncovering-insights-in-pancreatic-and-prostate-cancers
[1] https://twitter.com/marnold_pedpath/status/1130248795499819008
[1] https://twitter.com/marnold_pedpath/status/1130269328249483265
[1] https://twitter.com/MArnold_PedPath/status/1130261057405014016
[1] https://twitter.com/doktoramalvar/status/1130270594555994112
[1] https://www.upmcphysicianresources.com/news/05162019-ddw-2019?sf102821844=1
[1] https://www.upmcphysicianresources.com/news/05162019-ddw-2019?sf102146674=1

Top URLs in Tweet in G10:
[2] https://twitter.com/drdanpatel/status/1130912808680353792
[2] https://twitter.com/kenlaulab/status/1130506984002736128
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.gastrojournal.org%2Farticle%2FS0016-5085%2810%2901513-1%2Ffulltext%3Freferrer%3Dhttps%253A%252F%252Fwww.ncbi.nlm.nih.gov%252F&rc=0
[1] https://www.cambridge.org/core/journals/infection-control-and-hospital-epidemiology/article/generalizable-datadriven-approach-to-predict-daily-risk-of-clostridium-difficile-infection-at-two-large-academic-health-centers/0C15787AAD711ACA03F692F0F45BCBCB
[1] https://mailchi.mp/cf35db13d523/gut-microbiota-nutrition-newsletter-6
[1] https://twitter.com/ibdgijami/status/1129927133923426304
[1] https://twitter.com/bkocharmd/status/1130617665427451904
[1] https://twitter.com/GI_Distress/status/1129032800315826177
[1] https://twitter.com/AmerGastroAssn/status/1129875573843660800
[1] https://twitter.com/DekaneyLab/status/1130180259502886913

Top Domains
Top Domains in Tweet in Entire Graph:
[882] twitter.com
[180] ddwnews.org
[64] healio.com
[58] nih.gov
[41] ativsoftware.com
[35] medpagetoday.com
[30] modmed.com
[29] instagram.com
[28] adobe.com
[27] medscape.com

Top Domains in Tweet in G1:
[458] twitter.com
[47] nih.gov
[46] healio.com
[13] ativsoftware.com
[13] medscape.com
[13] everythingcdifficile.com
[7] ddwnews.org
[7] facebook.com
[7] instagram.com
[6] elsevierhealth.com

Top Domains in Tweet in G2:
[220] twitter.com
[170] ddwnews.org
[31] medpagetoday.com
[29] modmed.com
[22] ativsoftware.com
[15] ddw.org
[9] gastro.org
[6] youtube.com
[6] ingo.me
[6] duke.edu

Top Domains in Tweet in G3:
[42] twitter.com
[7] juliomayol.com
[5] gastrojournal.org
[3] springer.com
[2] nyp.org
[1] eventbrite.es
[1] wiley.com
[1] ssat.com
[1] bmj.com
[1] lww.com

Top Domains in Tweet in G4:
[33] twitter.com
[9] geteccu.org
[7] mayocliniclabs.com
[6] fightcolorectalcancer.org
[5] rdcu.be
[5] org.ar
[4] youtube.com
[2] ddw.org
[1] org.uy
[1] ativsoftware.com

Top Domains in Tweet in G5:
[19] clevelandclinic.org
[3] gene.com
[3] twitter.com
[1] soundcloud.com

Top Domains in Tweet in G6:
[16] pscp.tv
[9] twitter.com
[8] healio.com
[5] medscape.com
[3] medscape.org
[3] tweetedtimes.com
[2] commdx.com
[1] medchallenge.net

Top Domains in Tweet in G7:
[20] twitter.com
[7] bmj.com
[5] elsevierhealth.com
[3] thelancet.com
[2] mendeley.com
[1] nih.gov
[1] journal-of-hepatology.eu
[1] ativsoftware.com
[1] eu.com
[1] veoibd.org

Top Domains in Tweet in G8:
[16] twitter.com
[11] instagram.com
[2] ddw.org
[2] fiverr.com
[2] buhlmannlabs.com
[2] snp.io
[2] healio.com
[2] epgonline.org
[1] radian6.com
[1] sciencedaily.com

Top Domains in Tweet in G9:
[25] adobe.com
[7] twitter.com
[4] upmcphysicianresources.com
[1] globenewswire.com
[1] foundationmedicine.com

Top Domains in Tweet in G10:
[9] twitter.com
[1] elsevierhealth.com
[1] cambridge.org
[1] mailchi.mp

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[10843] ddw19
[1657] ibd
[1330] ddw2019
[650] ssat19
[337] some4surgery
[326] ibs
[308] worldibdday
[256] microbiome
[256] crohns
[241] mayoddw19



Top Hashtags in Tweet in G1:
[4756] ddw19
[1158] ibd
[398] ddw2019
[297] ibs
[222] mayoddw19
[198] worldibdday
[145] crohns
[126] celiac
[124] microbiome
[121] sibo

Top Hashtags in Tweet in G2:
[2864] ddw19
[226] ddw2019
[143] ibd
[58] gastroenterology
[55] obesity
[52] abe19
[46] worldibdday2019
[45] brighamddw19
[39] worldibdday
[35] nyp

Top Hashtags in Tweet in G3:
[814] ddw19
[620] ssat19
[323] some4surgery
[131] ddw2019
[102] colorectalsurgery
[32] ibd
[30] some4hpb
[28] diversity
[24] microbiome
[19] fmt

Top Hashtags in Tweet in G4:
[485] ddw19
[102] ddw2019
[67] geteccuagalive
[57] colorectalcancer
[51] ibd
[48] uegambassador
[22] eaocrc
[17] diamundialeii
[15] agalive
[15] research

Top Hashtags in Tweet in G5:
[212] ddw19
[25] ibd
[18] dyk
[3] pop
[3] gastroparesis
[3] telehealth
[2] worldibdday
[2] ulcerativecolitis
[2] crohns
[1] digestivehealth

Top Hashtags in Tweet in G6:
[177] ddw19
[35] medscapelive
[33] virtualreality
[31] vr
[28] nash
[25] ddw2019
[16] medtwitter
[13] cme
[11] ppi
[11] microbiome

Top Hashtags in Tweet in G7:
[259] ddw19
[113] ibd
[49] ddw2019
[14] free
[13] crohns
[8] worldibdday
[8] ulcerativecolitis
[7] gutambassadors
[7] obesity
[7] bsg2019

Top Hashtags in Tweet in G8:
[155] ddw19
[59] ddw2019
[15] ibd
[13] gastroenterology
[13] health
[12] well
[9] sandiego
[8] worldibdday
[5] ddw
[5] crohns

Top Hashtags in Tweet in G9:
[93] ddw2019
[78] ddw19
[47] gipath
[24] movietrailer
[24] joinus
[24] sparkmade
[20] pathology
[16] pancreaticcancer
[13] cytology
[12] genomicprofiling

Top Hashtags in Tweet in G10:
[181] ddw19
[29] microbiome
[27] ddw2019
[11] probiotics
[10] ibd
[10] vumc_gi
[8] worldibdday
[6] gi
[5] cdiff
[4] biosimilars

Top Words
Top Words in Tweet in Entire Graph:
[17410] Words in Sentiment List#1: Positive
[7956] Words in Sentiment List#2: Negative
[9] Words in Sentiment List#3: Angry/Violent
[395975] Non-categorized Words
[421343] Total Words
[15623] #ddw19
[2384] dr
[2238] patients
[2087] #ibd
[1943] ddwmeeting

Top Words in Tweet in G1:
[7061] #ddw19
[1405] #ibd
[1226] patients
[1141] dr
[680] s
[668] more
[616] ddwmeeting
[597] #ddw2019
[566] great
[523] study

Top Words in Tweet in G2:
[3880] #ddw19
[880] ddwmeeting
[648] dr
[631] amergastroassn
[413] great
[397] gi
[356] s
[354] patients
[326] more
[326] #ddw2019

Top Words in Tweet in G3:
[1023] #ddw19
[675] #ssat19
[348] #some4surgery
[335] ssatnews
[220] #ddw2019
[170] dr
[124] great
[115] ddwmeeting
[106] #colorectalsurgery
[99] work

Top Words in Tweet in G4:
[719] #ddw19
[130] #ddw2019
[109] san
[107] diego
[99] geteccu
[93] #uegambassador
[91] more
[80] disease
[78] #geteccuagalive
[78] fightcrc

Top Words in Tweet in G5:
[460] #ddw19
[245] patients
[145] endoscopic
[132] disease
[118] new
[97] liver
[80] study
[78] offered
[78] alternative
[73] colitis

Top Words in Tweet in G6:
[274] #ddw19
[87] gi
[68] live
[67] using
[63] #vr
[61] study
[49] here
[40] people
[40] #nash
[39] plenary

Top Words in Tweet in G7:
[349] #ddw19
[139] #ibd
[77] patients
[64] #ddw2019
[60] jm
[50] ibd
[47] booth
[39] microbiome
[39] disease
[35] dr

Top Words in Tweet in G8:
[155] #ddw19
[59] #ddw2019
[33] san
[31] diego
[22] booth
[19] disease
[16] dr
[16] great
[15] #ibd
[15] more

Top Words in Tweet in G9:
[165] #ddw2019
[159] #ddw19
[117] #gipath
[113] ddwmeeting
[108] usgips
[81] carnold_gi
[74] drs
[51] gi
[48] pancreatic
[48] voltaggiol

Top Words in Tweet in G10:
[284] #ddw19
[77] dr
[46] work
[40] microbiome
[36] session
[35] award
[34] #microbiome
[34] vumc_gi
[32] great
[31] talk

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[702] san,diego
[355] ddwmeeting,#ddw19
[332] #ssat19,#ddw19
[318] #ibd,#ddw19
[292] #ddw19,ddwmeeting
[285] #ddw19,#ddw2019
[258] don,t
[227] #ddw19,#ssat19
[227] looking,forward
[215] #ddw19,#mayoddw19

Top Word Pairs in Tweet in G1:
[232] #ibd,#ddw19
[196] #ddw19,#mayoddw19
[193] san,diego
[171] #ddw19,#ibd
[167] don,t
[131] ddwmeeting,#ddw19
[113] anti,tnf
[110] #ibd,patients
[106] patients,#ddw19
[104] #ddw19,ddwmeeting

Top Word Pairs in Tweet in G2:
[182] san,diego
[165] ddwmeeting,#ddw19
[140] #ddw19,ddwmeeting
[120] #ddw19,amergastroassn
[113] ddwmeeting,amergastroassn
[78] #abe19,#ddw19
[76] p,m
[65] check,out
[65] weight,loss
[58] amergastroassn,asgeendoscopy

Top Word Pairs in Tweet in G3:
[321] #ssat19,#ddw19
[218] #ddw19,#ssat19
[111] #some4surgery,#ddw19
[92] #some4surgery,#ssat19
[57] ssatnews,ddwmeeting
[49] #ddw19,#colorectalsurgery
[48] defines,academic
[48] academic,surgeon
[48] surgeon,#some4surgery
[47] ssatnews,#ddw19

Top Word Pairs in Tweet in G4:
[107] san,diego
[50] #ddw19,#uegambassador
[49] #ddw19,san
[34] working,group
[33] #ddw19,ddwmeeting
[29] #ddw19,geteccu
[28] session,asge
[26] aegastro,#uegambassador
[26] gender,disparity
[26] plenary,session

Top Word Pairs in Tweet in G5:
[87] liver,disease
[72] ulcerative,colitis
[72] colitis,#ddw19
[56] endoscopic,ultrasound
[56] ultrasound,guided
[56] guided,gall
[56] gall,bladder
[56] bladder,drainage
[56] drainage,offered
[56] offered,alternative

Top Word Pairs in Tweet in G6:
[37] presidential,plenary
[34] live,#ddw19
[33] presented,#ddw19
[30] #ddw19,presidential
[29] vrx,augment
[29] augment,traditional
[29] traditional,rx
[26] epidemic,here
[26] here,ready
[24] study,presented

Top Word Pairs in Tweet in G7:
[56] #ddw19,jm
[35] #ibd,patients
[26] #ibd,#ddw19
[26] booth,#4906
[24] #ddw19,asgeendoscopy
[20] booth,4906
[18] exhibit,hall
[17] patients,fatigue
[17] fatigue,significantly
[17] significantly,decreased

Top Word Pairs in Tweet in G8:
[31] san,diego
[12] everydayhealth,#health
[12] #health,#well
[11] digestive,disease
[11] disease,week
[10] #ddw19,#ddw2019
[8] #ddw19,san
[7] diego,ca
[5] day,#ddw19
[5] ddw,2019

Top Word Pairs in Tweet in G9:
[38] #ddw19,#ddw2019
[36] sti,proctocolitis
[29] usgips,#gipath
[28] ddwmeeting,#ddw19
[28] want,miss
[28] pancreatic,cysts
[26] evaluation,pancreatic
[26] drs,kevin
[26] kevin,mcgrath
[26] mcgrath,pancpathologist

Top Word Pairs in Tweet in G10:
[17] presenting,work
[15] research,mentor
[15] mentor,award
[14] basic,science
[13] dr,shanahan
[13] science,travel
[13] travel,award
[12] award,#ddw19
[12] great,job
[10] #ddw19,session

Top Replied-To
Top Replied-To in Entire Graph:
@ibddoctor
@amergastroassn
@ibdmd
@ibdtweets
@fgomollon
@dcharabaty
@drdeborahfisher
@ddwmeeting
@edwardloftus2
@j_yoonyoon

Top Replied-To in G1:
@ibddoctor
@ibdtweets
@ibdmd
@dcharabaty
@fgomollon
@edwardloftus2
@amergastroassn
@drtifftaft
@ddwmeeting
@mchiorean4

Top Replied-To in G2:
@j_yoonyoon
@amergastroassn
@ayoungen13
@asgeendoscopy
@drdeborahfisher
@shirleycomekmd
@jonathanragheb
@diogophd
@austinchiangmd
@reemsharaiha

Top Replied-To in G3:
@mfgleason
@lindseygademd
@drrmthomas
@henrypittmd
@juliomayol
@drgarciaaguilar
@edlinemory
@uabsurgery
@lindsaysceats
@columbiacrs

Top Replied-To in G4:
@fightcrc
@fgomollon
@worldendoorg
@jturnesv
@sharynfcrc
@drdeborahfisher
@mr_jeffry
@celiacdoc
@albertocaminer7
@jasmohanbajaj

Top Replied-To in G5:
@clevelandclinic

Top Replied-To in G6:
@alisalikhitsup
@mygihealth
@erictopol
@brennanspiegel

Top Replied-To in G7:
@gut_bmj
@jameslewisgiepi
@noureissa1
@james__ashton
@numanlaith
@edwardloftus2
@amergastroassn
@paedsrh

Top Replied-To in G9:
@austinchiangmd
@wtfmagritte
@carnold_gi
@marnold_pedpath

Top Replied-To in G10:
@aban_91
@dmwadams
@a2binny
@bykriscampbell
@follo_india
@gi_distress
@drrosenibd

Top Mentioned
Top Mentioned in Entire Graph:
@ddwmeeting
@amergastroassn
@asgeendoscopy
@ssatnews
@aasldtweets
@anmsociety
@duke_gi_
@mregueiromd
@cleclinicmd
@abebariatric

Top Mentioned in G1:
@ddwmeeting
@amergastroassn
@anmsociety
@umfoodoc
@edwardloftus2
@ibdmd
@mregueiromd
@dcharabaty
@crohnscolitisfn
@mayoclinic

Top Mentioned in G2:
@ddwmeeting
@amergastroassn
@asgeendoscopy
@aasldtweets
@duke_gi_
@abebariatric
@cleclinicmd
@ccf_imchiefs
@brighamgi
@amitbhatt31

Top Mentioned in G3:
@ssatnews
@ddwmeeting
@me4_so
@journalofgisurg
@bjsurgery
@rebgross
@uabsurgery
@heatheryeomd
@hpb_so
@adamsheka

Top Mentioned in G4:
@geteccu
@ddwmeeting
@fightcrc
@aegastro
@seedendoscopia
@amergastroassn
@eiivaldecilla
@earlyonsetcrc
@accu_espana
@sharynfcrc

Top Mentioned in G5:
@benclickmd
@cleclinicmd
@conordelaneymd
@mregueiromd
@johnvargomd
@clevelandclinic
@johnrodriguezmd
@chahalprabhleen
@amitbhatt31
@burkegastrodoc

Top Mentioned in G6:
@medscape
@kowdleymd
@slackbooks
@brennanspiegel
@mygihealth
@cedarssinai
@ddwmeeting
@medscapecme
@markpimentelmd
@healiogastro

Top Mentioned in G7:
@asgeendoscopy
@lancetgastrohep
@britsocgastro
@cuhkmedicine
@siew_c_ng
@elsevier_med
@amergastroassn
@neopics_kids
@helmsleytrust
@elsgastro

Top Mentioned in G8:
@yamagroup

Top Mentioned in G9:
@usgips
@ddwmeeting
@carnold_gi
@voltaggiol
@pancpathologist
@pezhouh
@pancan
@skyresearch
@lizmontgomerymd
@wendyfrankelmd

Top Mentioned in G10:
@vumc_gi
@amergastroassn
@williams_lab
@vumcibd
@kenlaulab
@aga_gastro
@ddwmeeting
@drdanpatel
@vumchealth
@kashyappurna

Top Tweeters
Top Tweeters in Entire Graph:
@nosqldigest
@united
@delta
@gamergeeknews
@chidambara09
@businessinsider
@adunlea
@foxnews
@swensonmember
@calcaware

Top Tweeters in G1:
@delta
@zarifaroberson
@caring_mobile
@saludhealthinfo
@nembotavy_0101
@truthdrivenlife
@barkflight
@newsweek
@aschettino
@gladeolie

Top Tweeters in G2:
@nosqldigest
@gamergeeknews
@chidambara09
@adunlea
@foxnews
@reuters
@nba
@dawnmgibson
@womenshealthmag
@johnnosta

Top Tweeters in G3:
@united
@bigdatabatman
@juliomayol
@bmolotov
@tomvarghesejr
@surgicalcaps
@lyft
@piamonte
@chyphoenix
@cr_uk

Top Tweeters in G4:
@calcaware
@translatorbali
@tabithastevens8
@beautifulmumsie
@therealgloria
@mr_jeffry
@cancergeek
@onmedicglobal
@amandahilden
@holmescarolyn23

Top Tweeters in G5:
@swensonmember
@lalojimjuarez
@barretttechnet
@greedalitism365
@jhcpw
@rmendez1
@no2l
@joyce317jaw
@gingin21
@suntastic77

Top Tweeters in G6:
@mecoffeebreak
@pastorstanic
@mogulazam
@lalupuslady
@dme_health
@matthewherper
@scobleizer
@datadrivencare
@medicinegov
@drdave01

Top Tweeters in G7:
@mikezzz111
@drzouaghi
@mlqdinh
@jfr4ser
@drbobphillips
@wales28
@mitacscanada
@uchicago
@miriamgab74
@actionmedres

Top Tweeters in G8:
@allwellguide
@2healthguru
@myne_whitman
@nevitdilmen
@smanna750
@trzaska
@hangrypancreas
@tk_presse
@rachelbegunrd
@dddmdmsn

Top Tweeters in G9:
@kriyer68
@drmrox151
@dnaed_tech
@pembeoltulu
@rasushrestha
@smlungpathguy
@rubendgarciaamd
@talib_e_ahmed
@conchiandujar
@1stdarwin

Top Tweeters in G10:
@kidneystories
@rkymtnnaturals
@isabelvalin
@microbiomdigest
@dialysissaves
@chronicrights
@vumchealth
@uva
@beng_rbh
@ctseto