#DDW19 OR #DDW2019 until:2019-05-23, Twitter, 5/23/2019 9:08:23 PM, 197844


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#DDW19 OR #DDW2019 until:2019-05-23 Twitter NodeXL SNA Map and Report for Thursday, 23 May 2019 at 0
#DDW19 OR #DDW2019 until:2019-05-23 Twitter NodeXL SNA Map and Report for Thursday, 23 May 2019 at 0
From:
scotpublichealth
Uploaded on:
May 23, 2019
Short Description:
#DDW19 OR #DDW2019 until:2019-05-23 via NodeXL http://bit.ly/2W0yrws
@ddwmeeting
@drmakclinic
@amergastroassn
@cleclinicmd
@juliomayol
@ssatnews
@asgeendoscopy
@brennanspiegel
@kiranewmanmdphd
@ibdmd

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

Description:
Description
The graph represents a network of 4,604 Twitter users whose recent tweets contained "#DDW19 OR #DDW2019 until:2019-05-23", 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 Thursday, 23 May 2019 at 05:37 UTC.

The tweets in the network were tweeted over the 9-day, 13-hour, 54-minute period from Monday, 13 May 2019 at 09:57 UTC to Wednesday, 22 May 2019 at 23:51 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 : 4604
Unique Edges : 14680
Edges With Duplicates : 19825
Total Edges : 34505
Self-Loops : 3215
Reciprocated Vertex Pair Ratio : 0.0992072744229424
Reciprocated Edge Ratio : 0.18050694665394
Connected Components : 189
Single-Vertex Connected Components : 135
Maximum Vertices in a Connected Component : 4301
Maximum Edges in a Connected Component : 34045
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.468139
Graph Density : 0.00088985519774906
Modularity : 0.328771
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.ncbi.nlm.nih.gov/pubmed/29359519
[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
[5] https://twitter.com/DDWMeeting/status/1127948023840083968
[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/1129159810480582656
[4] https://twitter.com/DrvanTilburg/status/1130133289283477504
[4] https://twitter.com/pllu/status/1129874360171286528
[4] https://www.ncbi.nlm.nih.gov/m/pubmed/28440580/
[4] https://facebook.com/IBDMoms

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://ddw.org/exhibitor-information/host-an-on-site-meeting/satellite-symposia
[4] https://www.ddwnews.org/news/aga-session-offers-ergonomics-tips-for-endoscopy/
[4] https://www.ddwnews.org/news/introducing-ddws-incoming-leader-dr-loren-laine/
[4] https://www.medpagetoday.com/meetingcoverage/ddw/79881
[4] https://www.medpagetoday.com/meetingcoverage/ddw

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://www.springer.com/gp/campaigns/digestive-disease-week?utm_source=twitter&utm_medium=social&utm_content=ads&utm_campaign=SRCL_1_CW_DDW2019
[2] https://twitter.com/SSATNews/status/1130126191543889921
[2] https://twitter.com/doleynik3/status/1130568785016942592

Top URLs in Tweet in G4:
[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://consultqd.clevelandclinic.org/innovative-endoscopic-treatment-for-gerd-now-available/?utm_campaign=qd%20tweets&utm_medium=social&utm_source=twitter&utm_content=180409%20endoscopic%20treatment&cvosrc=social%20network.twitter.qd%20tweets&cvo_creative=180409%20endoscopic%20treatment

Top URLs in Tweet in G5:
[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 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.commdx.com/irritable-bowel-syndrome.html
[1] https://twitter.com/KateScarlata_RD/status/1128261320858640387
[1] https://twitter.com/RomeFoundation/status/1129356206835945472
[1] https://www.commdx.com/index.html
[1] https://www.medscape.org/sites/townhall/public/nash-ddw-2019?src=soc_tw_190513_mscpedu_liveev_gast_nash

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://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://twitter.com/gut_bmj/status/1130147896723165189
[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://mailchi.mp/cf35db13d523/gut-microbiota-nutrition-newsletter-6
[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://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:
[884] twitter.com
[180] ddwnews.org
[64] healio.com
[58] nih.gov
[41] ativsoftware.com
[35] medpagetoday.com
[30] instagram.com
[30] modmed.com
[28] adobe.com
[27] medscape.com

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

Top Domains in Tweet in G2:
[221] 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:
[19] clevelandclinic.org
[3] gene.com
[3] twitter.com
[1] soundcloud.com

Top Domains in Tweet in G5:
[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 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] mailchi.mp
[1] elsevierhealth.com
[1] cambridge.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[10853] ddw19
[1660] ibd
[1330] ddw2019
[650] ssat19
[337] some4surgery
[327] ibs
[308] worldibdday
[257] microbiome
[256] crohns
[241] mayoddw19



Top Hashtags in Tweet in G1:
[4759] ddw19
[1159] ibd
[398] ddw2019
[298] ibs
[222] mayoddw19
[198] worldibdday
[145] crohns
[127] celiac
[124] microbiome
[121] sibo

Top Hashtags in Tweet in G2:
[2867] 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:
[214] ddw19
[27] ibd
[20] dyk
[3] pop
[3] gastroparesis
[3] telehealth
[2] worldibdday
[2] ulcerativecolitis
[2] crohns
[1] digestivehealth

Top Hashtags in Tweet in G5:
[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 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] ulcerativecolitis
[8] worldibdday
[7] obesity
[7] gutambassadors
[7] bsg2019

Top Hashtags in Tweet in G8:
[156] 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
[30] 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:
[17427] Words in Sentiment List#1: Positive
[7965] Words in Sentiment List#2: Negative
[9] Words in Sentiment List#3: Angry/Violent
[396258] Non-categorized Words
[421652] Total Words
[15636] #ddw19
[2384] dr
[2241] patients
[2087] #ibd
[1945] ddwmeeting

Top Words in Tweet in G1:
[7062] #ddw19
[1406] #ibd
[1228] patients
[1139] dr
[681] s
[667] more
[615] ddwmeeting
[597] #ddw2019
[567] great
[523] study

Top Words in Tweet in G2:
[3889] #ddw19
[883] ddwmeeting
[650] dr
[633] amergastroassn
[412] great
[397] gi
[356] s
[354] patients
[327] more
[326] #ddw2019

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

Top Words in Tweet in G4:
[463] #ddw19
[246] patients
[147] endoscopic
[131] disease
[120] new
[96] liver
[81] study
[78] offered
[78] alternative
[72] colitis

Top Words in Tweet in G5:
[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 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:
[156] #ddw19
[59] #ddw2019
[33] san
[31] diego
[22] booth
[19] disease
[16] dr
[16] great
[15] s
[15] #ibd

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:
[285] #ddw19
[77] dr
[46] work
[41] microbiome
[36] session
[35] #microbiome
[35] award
[34] vumc_gi
[32] great
[31] talk

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

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

Top Word Pairs in Tweet in G2:
[184] 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
[60] 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:
[86] liver,disease
[71] ulcerative,colitis
[71] 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 G5:
[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 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
@umfoodoc

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

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

Top Replied-To in G4:
@clevelandclinic

Top Replied-To in G5:
@fightcrc
@fgomollon
@worldendoorg
@celiacdoc
@albertocaminer7
@jturnesv
@sharynfcrc
@drdeborahfisher
@mr_jeffry
@jasmohanbajaj

Top Replied-To in G6:
@mygihealth
@alisalikhitsup
@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
@follo_india
@a2binny
@bykriscampbell
@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
@amitbhatt31
@brighamgi

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

Top Mentioned in G4:
@benclickmd
@cleclinicmd
@conordelaneymd
@mregueiromd
@johnvargomd
@johnrodriguezmd
@clevelandclinic
@chahalprabhleen
@amitbhatt31
@burkegastrodoc

Top Mentioned in G5:
@geteccu
@ddwmeeting
@fightcrc
@aegastro
@seedendoscopia
@amergastroassn
@eiivaldecilla
@earlyonsetcrc
@accu_espana
@sharynfcrc

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
@kenlaulab
@vumcibd
@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:
@swensonmember
@lalojimjuarez
@barretttechnet
@greedalitism365
@jhcpw
@rmendez1
@no2l
@joyce317jaw
@gingin21
@suntastic77

Top Tweeters in G5:
@calcaware
@translatorbali
@tabithastevens8
@beautifulmumsie
@therealgloria
@mr_jeffry
@cancergeek
@onmedicglobal
@amandahilden
@holmescarolyn23

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