Epocrates, Twitter, 3/14/2019 11:02:09 PM, 190423


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Epocrates_2019-03-14_15-17-23.xlsx
Epocrates_2019-03-14_15-17-23.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 14, 2019
Short Description:
Epocrates via NodeXL http://bit.ly/2TABF8J
@epocrates
@gurlpower72
@fda_drug_info
@daveh_rph
@sgottliebfda
@marioatx_md
@somedocs
@thatclinical
@efficientmd
@thomasklinemd

Top hashtags:
#newmonographmonday
#newindicationnotification
#aad2019
#dermatology
#aad

Description:
Description
The graph represents a network of 473 Twitter users whose tweets in the requested range contained "Epocrates", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 14 March 2019 at 22:17 UTC.

The requested start date was Thursday, 14 March 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 71-day, 1-hour, 15-minute period from Tuesday, 01 January 2019 at 17:00 UTC to Wednesday, 13 March 2019 at 18:15 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 : 473
Unique Edges : 684
Edges With Duplicates : 181
Total Edges : 865
Number of Edge Types : 3
Replies to : 98
Mentions : 656
Tweet : 111
Self-Loops : 111
Reciprocated Vertex Pair Ratio : 0.044478527607362
Reciprocated Edge Ratio : 0.0851688693098385
Connected Components : 68
Single-Vertex Connected Components : 31
Maximum Vertices in a Connected Component : 296
Maximum Edges in a Connected Component : 674
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.442653
Graph Density : 0.00305030995807503
Modularity : 0.667993
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[14] https://jamanetwork.com/journals/jamainternalmedicine/article-abstract/2720137?sf206048687=1
[6] https://online.epocrates.com/checkCookie
[6] https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2723424?sf208406637=1
[5] https://jamanetwork.com/journals/jamainternalmedicine/article-abstract/2723074?sf208408794=1
[4] https://jamanetwork.com/journals/jamainternalmedicine/fullarticle/2719424?sf205633937=1
[3] https://jamanetwork.com/journals/jamasurgery/article-abstract/2719819?sf206907679=1
[3] https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2720066?sf206048265=1
[3] https://jamanetwork.com/journals/jama/article-abstract/2717471?sf205336903=1
[2] http://www.annfammed.org/content/17/1/52.full?sf207653024=1
[2] https://www.medpagetoday.com/pediatrics/vaccines/77269

Top URLs in Tweet in G1:
[14] https://jamanetwork.com/journals/jamainternalmedicine/article-abstract/2720137?sf206048687=1
[6] https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2723424?sf208406637=1
[5] https://jamanetwork.com/journals/jamainternalmedicine/article-abstract/2723074?sf208408794=1
[4] https://jamanetwork.com/journals/jamainternalmedicine/fullarticle/2719424?sf205633937=1
[3] https://jamanetwork.com/journals/jama/article-abstract/2717471?sf205336903=1
[3] https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2720066?sf206048265=1
[3] https://jamanetwork.com/journals/jamasurgery/article-abstract/2719819?sf206907679=1
[2] https://jamanetwork.com/journals/jama/article-abstract/2720726?sf206471687=1
[2] https://jamanetwork.com/journals/jama/article-abstract/2721178?sf207041719=1
[2] https://journal.chestnet.org/article/S0012-3692(18)32887-3/fulltext?sf205548192=1

Top URLs in Tweet in G2:
[1] https://online.epocrates.com/checkCookie

Top URLs in Tweet in G4:
[2] https://online.epocrates.com/checkCookie
[1] https://library.midwestern.edu/apps/instructions
[1] https://itunes.apple.com/th/app/epocrates/id281935788?mt=8
[1] https://twitter.com/epocrates/status/1081256477464186880
[1] http://www.epocrates.com/
[1] https://www.facebook.com/1445885870/posts/10218710026248885/
[1] https://twitter.com/Epocrates/status/1088086994796900353
[1] https://twitter.com/epocrates/status/1089161062962917376
[1] https://www.epocrates.com/e/docalertquiz/01_18
[1] https://medicinaydemass.blogspot.com/2019/02/epocrates-whooping-cough-ten-things-to.html

Top URLs in Tweet in G5:
[1] https://efficientmd.com/the-best-emergency-medicine-apps/
[1] https://okt.to/Qdc9PB

Top URLs in Tweet in G7:
[1] https://withcanopy.com/

Top URLs in Tweet in G8:
[1] https://www.nejm.org/doi/full/10.1056/NEJMoa1808779?sf208406387=1

Top URLs in Tweet in G10:
[1] https://online.epocrates.com/checkCookie

Top Domains
Top Domains in Tweet in Entire Graph:
[66] epocrates.com
[55] jamanetwork.com
[11] bmj.com
[8] twitter.com
[7] thelancet.com
[6] cdc.gov
[5] fda.gov
[5] nejm.org
[4] wiley.com
[3] annfammed.org

Top Domains in Tweet in G1:
[55] jamanetwork.com
[54] epocrates.com
[11] bmj.com
[7] thelancet.com
[6] cdc.gov
[5] fda.gov
[4] wiley.com
[4] nejm.org
[3] uspreventiveservicestaskforce.org
[3] annals.org

Top Domains in Tweet in G2:
[1] epocrates.com

Top Domains in Tweet in G4:
[6] epocrates.com
[5] twitter.com
[3] gadgetsnow.website
[2] redflagdeals.com
[1] midwestern.edu
[1] apple.com
[1] facebook.com
[1] blogspot.com
[1] instagram.com
[1] androidatoz.com

Top Domains in Tweet in G5:
[1] efficientmd.com
[1] okt.to

Top Domains in Tweet in G7:
[1] withcanopy.com

Top Domains in Tweet in G8:
[1] nejm.org

Top Domains in Tweet in G10:
[1] epocrates.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[36] newmonographmonday
[17] newindicationnotification
[6] aad2019
[5] dermatology
[4] aad
[4] epocrates
[4] valentinesday
[4] icd10
[3] epocratesplus
[2] dermtwitter



Top Hashtags in Tweet in G1:
[36] newmonographmonday
[17] newindicationnotification
[6] aad2019
[5] dermatology
[4] aad
[3] epocratesplus
[2] newmonographmondaycheck
[2] epocrates
[2] afib
[2] heartfailure

Top Hashtags in Tweet in G2:
[1] chronicpain

Top Hashtags in Tweet in G4:
[1] awareness
[1] medschool
[1] salud
[1] nutricion
[1] fitness

Top Hashtags in Tweet in G5:
[1] apps
[1] medecine
[1] medical
[1] applications

Top Hashtags in Tweet in G8:
[2] epocrates

Top Words
Top Words in Tweet in Entire Graph:
[187] Words in Sentiment List#1: Positive
[176] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[6413] Non-categorized Words
[6776] Total Words
[232] epocrates
[122] ø
[91] ù
[50] new
[36] risk

Top Words in Tweet in G1:
[103] epocrates
[50] new
[36] approved
[36] newmonographmonday
[36] risk
[30] out
[30] jamainternalmed
[28] linked
[27] monograph
[23] jama_current

Top Words in Tweet in G2:
[2] different
[2] dose

Top Words in Tweet in G4:
[26] epocrates
[6] app
[6] medical
[4] 100
[4] e
[4] g
[3] medscape
[3] free
[3] food
[3] medicine

Top Words in Tweet in G5:
[6] mdcalc
[6] epocrates
[5] uptodate
[4] goodrx
[4] pepid_llc
[3] visualdx
[3] dynamedplus
[3] qxmd
[3] sanfordguide
[3] eyehandbook

Top Words in Tweet in G6:
[2] epocrates

Top Words in Tweet in G7:
[10] epocrates
[10] hur2buzy
[10] laxswamy
[10] tomvarghesejr
[10] shreyatrivedimd
[10] rasushrestha
[10] chrismoriates
[9] mededfanatic
[9] doctorwatto
[9] midwest_medpeds

Top Words in Tweet in G8:
[17] epocrates
[14] thatclinical
[3] m
[3] s
[3] uptodate
[2] girl
[2] obviously
[2] many
[2] past
[2] medscape

Top Words in Tweet in G9:
[4] epocrates
[2] boka_md
[2] virenkaul
[2] pulmcrit
[2] drdangayach
[2] nvhstewart
[2] alaeddinsagar
[2] sarahegabmd
[2] rozykhando
[2] d_r_waguespack

Top Words in Tweet in G10:
[3] realdonaldtrump
[2] days
[2] epocrates
[2] hostile

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[48] ø,ù
[39] ø,ø
[37] ù,ø
[30] ù,ù
[20] out,new
[20] new,epocrates
[20] epocrates,monograph
[19] check,out
[18] linked,higher
[18] newmonographmonday,check

Top Word Pairs in Tweet in G1:
[20] out,new
[20] new,epocrates
[20] epocrates,monograph
[19] check,out
[18] newmonographmonday,check
[18] linked,higher
[14] added,new
[14] opioids,linked
[14] higher,risk
[14] risk,pneumonia

Top Word Pairs in Tweet in G4:
[4] e,g
[3] movement,computing
[3] computing,epocrates
[2] epocrates,app
[2] app,registration
[2] bad,anxiety
[2] apple,ge
[2] ge,healthcare
[2] healthcare,movement
[2] epocrates,inc

Top Word Pairs in Tweet in G5:
[3] uptodate,pepid_llc
[3] pepid_llc,visualdx
[3] visualdx,dynamedplus
[3] dynamedplus,mdcalc
[3] mdcalc,qxmd
[3] qxmd,sanfordguide
[3] sanfordguide,epocrates
[3] epocrates,goodrx
[3] goodrx,eyehandbook
[3] eyehandbook,orthoflow

Top Word Pairs in Tweet in G7:
[10] hur2buzy,laxswamy
[10] laxswamy,tomvarghesejr
[10] tomvarghesejr,shreyatrivedimd
[10] shreyatrivedimd,rasushrestha
[9] rasushrestha,doctorwatto
[9] doctorwatto,chrismoriates
[9] chrismoriates,midwest_medpeds
[8] mededfanatic,hur2buzy
[8] midwest_medpeds,dinkjardine
[8] dinkjardine,aaccursomd

Top Word Pairs in Tweet in G8:
[7] thatclinical,epocrates
[2] m,epocrates
[2] epocrates,girl
[2] girl,obviously
[2] epocrates,uptodate
[2] thatclinical,m

Top Word Pairs in Tweet in G9:
[2] pulmcrit,drdangayach
[2] drdangayach,nvhstewart
[2] nvhstewart,alaeddinsagar
[2] alaeddinsagar,sarahegabmd
[2] sarahegabmd,rozykhando
[2] rozykhando,d_r_waguespack
[2] em_resus,johnny615
[2] johnny615,marwanalhajeili
[2] marwanalhajeili,ahalraiyes

Top Replied-To
Top Replied-To in Entire Graph:
@thatclinical
@epocrates
@mededfanatic
@jama_current
@first10em
@boka_md
@sidsom
@mysterymedic
@innanenights
@littledrawe

Top Replied-To in G1:
@epocrates
@jama_current
@innanenights
@hhsgov
@fatimaaa_rose
@littledrawe
@thaterguy
@mwfriedberg
@tomgartner
@toaster_pastry

Top Replied-To in G2:
@reesestyrell

Top Replied-To in G3:
@sickanddamned

Top Replied-To in G5:
@first10em
@uptodate

Top Replied-To in G6:
@willsuh76
@shariqshamimmd

Top Replied-To in G7:
@mededfanatic
@thatclinical
@ohsimdoc
@mcsassymd

Top Replied-To in G8:
@thatclinical
@bsnstudentmeg
@emily_fri

Top Replied-To in G9:
@boka_md
@kidney_boy

Top Replied-To in G10:
@devinnunes
@cheristired
@realdonaldtrump

Top Mentioned
Top Mentioned in Entire Graph:
@epocrates
@jamainternalmed
@jama_current
@jamanetworkopen
@hur2buzy
@laxswamy
@tomvarghesejr
@shreyatrivedimd
@rasushrestha
@chrismoriates

Top Mentioned in G1:
@epocrates
@jamainternalmed
@jama_current
@jamanetworkopen
@bmj_latest
@thelancet
@jamaneuro
@erictopol
@dlbhattmd
@hmkyale

Top Mentioned in G2:
@headdock
@runningnepa
@lelenapeacock
@rlamartini
@angelsgal02
@happylurcher
@fightpaindaily
@nickcarlin6
@jack_rubye
@stupor2016

Top Mentioned in G3:
@daisypickle6
@ginamcgalliard
@drdixonftw
@drcraigwax
@vthornleymd
@g_mo_md
@somedocs
@drcorriel
@drnataliemd
@drcjohns

Top Mentioned in G4:
@jkmillscan

Top Mentioned in G5:
@mdcalc
@pepid_llc
@epocrates
@uptodate
@visualdx
@dynamedplus
@qxmd
@sanfordguide
@goodrx
@eyehandbook

Top Mentioned in G6:
@christosargyrop
@davidlbrownmd
@venkmurthy
@iamritu
@adityadoc1
@antoniousattall
@christianassad
@ash71us
@bawejamd
@fischman_david

Top Mentioned in G7:
@hur2buzy
@laxswamy
@tomvarghesejr
@shreyatrivedimd
@rasushrestha
@chrismoriates
@doctorwatto
@midwest_medpeds
@dinkjardine
@aaccursomd

Top Mentioned in G8:
@thatclinical
@epocrates
@nejm
@wheezynurse
@reeprn

Top Mentioned in G9:
@virenkaul
@pulmcrit
@drdangayach
@nvhstewart
@alaeddinsagar
@sarahegabmd
@rozykhando
@d_r_waguespack
@ketaminh
@em_resus

Top Mentioned in G10:
@realdonaldtrump
@tomfitton
@cpac
@byronyork
@sgottliebfda
@fda_drug_info
@vp

Top Tweeters
Top Tweeters in Entire Graph:
@theboydp
@ketaminh
@openpr
@lvnancy
@internettip360
@cnbc
@ozbargain
@cnn
@gnarpaam
@usnews

Top Tweeters in G1:
@cnbc
@cnn
@usnews
@phaedrus08
@evidencerobot
@dra_teraizamesa
@kmot_07979
@toaster_pastry
@bmj_latest
@american_heart

Top Tweeters in G2:
@osaxy
@spicypurritos
@lelenapeacock
@ghostingeek
@angelsgal02
@rlamartini
@runningnepa
@robertdrosejr1
@tal7291
@process_x

Top Tweeters in G3:
@daisypickle6
@drcraigwax
@petradmd
@theroctor_md
@zdoggmd
@drmonifamd
@axionneuro
@tisharowemd
@drcjohns
@ginamcgalliard

Top Tweeters in G4:
@gnarpaam
@_consejossalud
@googletrendson1
@cecyllavellans
@stevecripe57
@minthan40
@rfd_hotdeals
@healthinfojobs
@breisch
@irikocat

Top Tweeters in G5:
@cdcstd
@medscape
@acepnow
@emergencydocs
@nuancehealth
@first10em
@emnews
@mmodal
@dynamedplus
@uptodate

Top Tweeters in G6:
@christosargyrop
@venkmurthy
@iamritu
@willsuh76
@purviparwani
@drryanpdaly
@ash71us
@davidlbrownmd
@jedicath
@christianassad

Top Tweeters in G7:
@tomvarghesejr
@rasushrestha
@headspace
@meganranney
@mcsassymd
@laxswamy
@emily_fri
@dinkjardine
@medrants
@samharrisorg

Top Tweeters in G8:
@wheezynurse
@reeprn
@geekpharm
@addleben
@rntammyp
@nejm
@natalieanne_np
@hymalki
@scott_mintzer
@essjaychal

Top Tweeters in G9:
@ketaminh
@kidney_boy
@virenkaul
@drdangayach
@sloddesol
@nvhstewart
@em_resus
@pulmcrit
@boka_md
@marwanalhajeili

Top Tweeters in G10:
@cheristired
@byronyork
@realdonaldtrump
@tomfitton
@gurlpower72
@cpac
@sgottliebfda
@vp
@fda_drug_info
@devinnunes