#womeninID, Twitter, 10/3/2019 12:55:07 PM, 211774


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#womeninID_2019-10-03_05-47-54.xlsx
#womeninID_2019-10-03_05-47-54.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 03, 2019
Short Description:
#womeninID via NodeXL http://bit.ly/2pyVmPV
@erinmccreary
@docwoc71
@sidpharm
@carlosdelrio7
@juliesilvermd
@valerievaughnmd
@drjrmarcelin
@idweek2019
@a_spallonii
@armstrws

Top hashtags:
#womeninid
#idweek2019
#heforshe
#idneast
#womeninmedicine
#identitylive

Description:
Description
The graph represents a network of 185 Twitter users whose recent tweets contained "#womeninID", 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, 03 October 2019 at 12:48 UTC.

The tweets in the network were tweeted over the 8-day, 22-hour, 51-minute period from Tuesday, 24 September 2019 at 13:54 UTC to Thursday, 03 October 2019 at 12:45 UTC.

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 : 185
Unique Edges : 508
Edges With Duplicates : 283
Total Edges : 791
Self-Loops : 21
Reciprocated Vertex Pair Ratio : 0.0740740740740741
Reciprocated Edge Ratio : 0.137931034482759
Connected Components : 9
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 156
Maximum Edges in a Connected Component : 733
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.650018
Graph Density : 0.0178907168037603
Modularity : 0.387817
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[10] https://www.eventbrite.co.uk/e/think-digital-identity-for-government-2019-tickets-71675997839
[5] https://events.forgerock.com/profile/form/index.cfm?PKformID=0x1539183b9&&varPage=register#Entry
[2] https://twitter.com/armstrws/status/1179717921850957824
[1] https://twitter.com/carlosdelrio7/status/1179716594420912128
[1] https://twitter.com/h_babcock/status/1176528063557001217
[1] https://twitter.com/docwoc71/status/1177997901945020417
[1] https://twitter.com/armstrws/status/1179715392379478016
[1] https://twitter.com/RushCCH_ID/status/1179124378476466176
[1] https://twitter.com/juliesilvermd/status/1177266659977027585
[1] https://twitter.com/juliesilvermd/status/1177972004827389958

Top URLs in Tweet in G1:
[2] https://twitter.com/armstrws/status/1179717921850957824
[1] https://twitter.com/RWalensky/status/1179714670543933440
[1] https://twitter.com/carlosdelrio7/status/1179716594420912128
[1] https://twitter.com/juliesilvermd/status/1177266659977027585

Top URLs in Tweet in G3:
[1] https://twitter.com/juliesilvermd/status/1177972004827389958
[1] https://twitter.com/h_babcock/status/1176528063557001217

Top URLs in Tweet in G5:
[10] https://www.eventbrite.co.uk/e/think-digital-identity-for-government-2019-tickets-71675997839
[5] https://events.forgerock.com/profile/form/index.cfm?PKformID=0x1539183b9&&varPage=register#Entry
[1] https://womeninidentity.org/2019/09/19/rising-to-the-challenge-of-goodid/

Top URLs in Tweet in G6:
[1] https://twitter.com/docwoc71/status/1177997901945020417

Top URLs in Tweet in G9:
[1] https://twitter.com/JulieSilverMD/status/1177972004827389958
[1] https://twitter.com/armstrws/status/1179715392379478016

Top Domains
Top Domains in Tweet in Entire Graph:
[11] twitter.com
[10] co.uk
[5] forgerock.com
[1] womeninidentity.org

Top Domains in Tweet in G1:
[5] twitter.com

Top Domains in Tweet in G3:
[2] twitter.com

Top Domains in Tweet in G5:
[10] co.uk
[5] forgerock.com
[1] womeninidentity.org

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G9:
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[142] womeninid
[79] idweek2019
[8] heforshe
[6] idneast
[5] womeninmedicine
[5] identitylive
[3] sheforshe
[3] pharmacists
[2] networking
[2] globalhealth2019



Top Hashtags in Tweet in G1:
[69] womeninid
[42] idweek2019
[3] heforshe
[3] pharmacists
[2] womeninmedicine
[2] sidp2019
[1] meninid
[1] womeninpharmacy
[1] goals
[1] girlpower

Top Hashtags in Tweet in G2:
[2] womeninid
[1] idweek2019

Top Hashtags in Tweet in G3:
[33] womeninid
[17] idweek2019
[4] heforshe
[3] womeninmedicine
[3] sheforshe
[2] networking
[2] latinasinmedicine
[2] globalhealth2019
[2] igra
[2] mujeresenmedicina

Top Hashtags in Tweet in G4:
[2] womeninid

Top Hashtags in Tweet in G5:
[12] womeninid
[5] identitylive
[2] digitaldiversity
[2] womenintech
[2] thinkdigid

Top Hashtags in Tweet in G6:
[10] idweek2019
[6] womeninid
[2] wim
[1] stewie

Top Hashtags in Tweet in G8:
[3] idneast
[3] womeninid
[1] digitaladvertising
[1] standardsaresexy

Top Hashtags in Tweet in G9:
[10] womeninid
[4] idweek2019
[3] idneast
[1] digitaladvertising
[1] standardsaresexy
[1] pidsidweek2019
[1] womeninidbreakfast

Top Hashtags in Tweet in G10:
[1] idweek2019
[1] womeninid
[1] closingthegap
[1] womenshould
[1] leadersshould
[1] womencan
[1] heforshe
[1] bcm_id

Top Words
Top Words in Tweet in Entire Graph:
[264] Words in Sentiment List#1: Positive
[44] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[5407] Non-categorized Words
[5715] Total Words
[196] #womeninid
[99] #idweek2019
[54] breakfast
[49] amazing
[44] idweek2019

Top Words in Tweet in G1:
[80] #womeninid
[52] #idweek2019
[42] sidpharm
[39] breakfast
[33] amazing
[27] many
[25] kerry_laplante
[22] idsainfo
[22] president
[21] table

Top Words in Tweet in G2:
[2] kerry_laplante
[2] amazing
[2] #womeninid

Top Words in Tweet in G3:
[40] #womeninid
[23] #idweek2019
[21] idweek2019
[14] first
[13] armstrws
[11] breakfast
[10] juliesilvermd
[10] see
[9] come
[8] s

Top Words in Tweet in G4:
[8] soupvector
[7] armstrws
[7] #womeninid
[6] tarapalmore
[6] axellhouse
[6] erinmccreary
[6] jschaenman
[6] valerievaughnmd
[6] kellycawcuttmd
[6] carlosdelrio7

Top Words in Tweet in G5:
[23] #womeninid
[13] here
[13] #digitaldiversity
[13] #womenintech
[11] october
[10] early
[10] bird
[10] tickets
[10] think
[10] digital

Top Words in Tweet in G6:
[16] #womeninid
[14] #idweek2019
[14] two
[12] come
[10] out
[10] secrets
[7] payal_patel
[7] believe
[7] nearly
[7] pumped

Top Words in Tweet in G7:
[10] idweek2019
[10] room
[5] pergamic
[5] idsafoundation
[5] superbugdoc
[5] dmaronoff
[5] idsainfo
[5] voices4vaccines
[5] one
[5] reasons

Top Words in Tweet in G8:
[7] #idneast
[7] #womeninid
[5] non
[5] transparency
[5] lack
[5] trust
[5] advertising
[5] undermining
[5] industry
[5] s

Top Words in Tweet in G9:
[10] #womeninid
[4] women
[4] #idweek2019
[3] identitynorth
[3] #idneast
[2] thought
[2] take
[2] breakfast

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[49] #womeninid,breakfast
[26] amazing,#womeninid
[23] sidpharm,president
[23] president,kerry_laplante
[22] breakfast,#idweek2019
[21] join,many
[21] many,amazing
[21] 7,8
[21] kerry_laplante,hosting
[21] hosting,#pharmacists'

Top Word Pairs in Tweet in G1:
[35] #womeninid,breakfast
[22] sidpharm,president
[22] president,kerry_laplante
[21] amazing,#womeninid
[20] join,many
[20] many,amazing
[20] breakfast,#idweek2019
[20] 7,8
[20] kerry_laplante,hosting
[20] hosting,#pharmacists'

Top Word Pairs in Tweet in G2:
[2] amazing,#womeninid

Top Word Pairs in Tweet in G3:
[10] #womeninid,breakfast
[8] idweek2019,#idweek2019
[7] before,juliesilvermd
[7] juliesilvermd,s
[7] s,talk
[7] talk,having
[7] having,annual
[7] annual,#womeninid
[7] breakfast,networking
[7] networking,career

Top Word Pairs in Tweet in G4:
[6] tarapalmore,axellhouse
[6] axellhouse,armstrws
[6] armstrws,erinmccreary
[6] erinmccreary,jschaenman
[6] jschaenman,valerievaughnmd
[6] valerievaughnmd,kellycawcuttmd
[6] kellycawcuttmd,carlosdelrio7
[6] carlosdelrio7,swamygeeta
[6] swamygeeta,chngin_the_wrld
[5] soupvector,tarapalmore

Top Word Pairs in Tweet in G5:
[13] #womeninid,#digitaldiversity
[13] #digitaldiversity,#womenintech
[10] early,bird
[10] bird,tickets
[10] tickets,think
[10] think,digital
[10] #womeninid,members
[10] members,entitled
[10] 50,using
[10] using,code

Top Word Pairs in Tweet in G6:
[7] believe,nearly
[7] nearly,#idweek2019
[7] #idweek2019,pumped
[7] pumped,see
[7] see,old
[7] old,friends
[7] friends,new
[7] new,proud
[7] proud,hms_mi
[7] hms_mi,work

Top Word Pairs in Tweet in G7:
[5] pergamic,idsafoundation
[5] idsafoundation,superbugdoc
[5] superbugdoc,idweek2019
[5] idweek2019,dmaronoff
[5] dmaronoff,idsainfo
[5] idsainfo,voices4vaccines
[5] voices4vaccines,one
[5] one,reasons
[5] reasons,come
[5] come,idweek2019

Top Word Pairs in Tweet in G8:
[5] non,transparency
[5] transparency,lack
[5] lack,trust
[5] trust,advertising
[5] advertising,undermining
[5] undermining,industry
[5] industry,s
[5] s,sustainability
[5] sustainability,amahinpou
[5] amahinpou,providers

Top Word Pairs in Tweet in G9:
[2] #idweek2019,#womeninid
[2] #womeninid,breakfast

Top Replied-To
Top Replied-To in Entire Graph:
@pergamic
@soupvector
@juliesilvermd
@idpharmprof
@krishanasankar
@mmpharmd
@jillweather
@payal_patel
@sidpharm
@drjulietmd

Top Replied-To in G1:
@juliesilvermd
@pergamic
@idpharmprof
@sidpharm

Top Replied-To in G2:
@mmpharmd

Top Replied-To in G3:
@soupvector
@juliesilvermd
@krishanasankar
@jillweather
@pergamic
@payal_patel

Top Replied-To in G4:
@soupvector
@juliesilvermd

Top Replied-To in G7:
@pergamic

Top Replied-To in G8:
@annekeolvera

Top Mentioned
Top Mentioned in Entire Graph:
@sidpharm
@idsainfo
@idweek2019
@armstrws
@kerry_laplante
@pidsociety
@hivma
@shea_epi
@juliesilvermd
@carlosdelrio7

Top Mentioned in G1:
@sidpharm
@kerry_laplante
@idsainfo
@hivma
@pidsociety
@shea_epi
@armstrws
@idweek2019
@docwoc71
@h_babcock

Top Mentioned in G2:
@kerry_laplante
@juliesilvermd
@tarapalmore
@axellhouse
@armstrws
@jschaenman
@valerievaughnmd
@kellycawcuttmd
@carlosdelrio7
@swamygeeta

Top Mentioned in G3:
@idweek2019
@armstrws
@juliesilvermd
@idsainfo
@carlosdelrio7
@tarapalmore
@axellhouse
@erinmccreary
@jschaenman
@valerievaughnmd

Top Mentioned in G4:
@armstrws
@tarapalmore
@axellhouse
@erinmccreary
@jschaenman
@valerievaughnmd
@kellycawcuttmd
@carlosdelrio7
@swamygeeta
@chngin_the_wrld

Top Mentioned in G5:
@emlindley
@forgerock

Top Mentioned in G6:
@payal_patel
@hms_mi
@h_babcock
@kerry_laplante
@idsainfo
@shea_epi
@pidsociety
@sidpharm
@idsafoundation

Top Mentioned in G7:
@idsafoundation
@superbugdoc
@idweek2019
@dmaronoff
@idsainfo
@voices4vaccines
@adarsh_bhimraj
@natbash15
@hboucher3

Top Mentioned in G8:
@amahinpou
@identos_inc

Top Mentioned in G10:
@juliesilvermd
@dns_francisco
@axellhouse
@docwoc71
@bacteri_al
@teena_xu
@melaniegoebelmd
@carlosdelrio7

Top Tweeters
Top Tweeters in Entire Graph:
@tomvarghesejr
@femtech_
@cadenitagt
@carlosdelrio7
@nancyvir
@trbouma
@hopkinsmedicine
@drhowardliu
@um_ihpi
@pergamic

Top Tweeters in G1:
@carlosdelrio7
@campos
@aliciad3
@hivma
@sidpharm
@krutu8
@drmt
@drjrmarcelin
@jgpharmd
@idsainfo

Top Tweeters in G2:
@mmpharmd
@idpharmd
@erinmccreary
@helennewland
@idpharmacist
@eb_hirsch
@asp_mirandas
@klusardi41
@jwagsidpharmd
@emilylheil

Top Tweeters in G3:
@cadenitagt
@nancyvir
@drmoupali
@aliciaelr
@juliesilvermd
@krishanasankar
@tmccarty2010
@docwoc71
@davidvanduin
@unmc_id

Top Tweeters in G4:
@tomvarghesejr
@hopkinsmedicine
@drhowardliu
@drsinhaesq
@joshfessel
@500womensci
@chngin_the_wrld
@kellycawcuttmd
@apoorvenayyar
@orcid_org

Top Tweeters in G5:
@femtech_
@trbouma
@bethancantrell
@emlindley
@forgerock
@ludomp
@suzemorrow
@nobantu
@jonshamah
@metabiometrics

Top Tweeters in G6:
@um_ihpi
@psepumva
@payal_patel
@raeddweikmd
@clarerock1
@valerievaughnmd
@hms_mi
@vastewie
@mlaportemd
@montefioreid

Top Tweeters in G7:
@pergamic
@voices4vaccines
@dmaronoff
@hboucher3
@fadul_nada
@adarsh_bhimraj
@drmahaliad
@superbugdoc
@tjhaverimd
@natbash15

Top Tweeters in G8:
@kristasp
@identitynorth
@identos_inc
@mikecook_id
@annekeolvera
@amahinpou

Top Tweeters in G9:
@aranh
@disenfranchis1
@allisonbartlet1
@jmsteinbrink
@_brandi10
@heathercmd2

Top Tweeters in G10:
@teena_xu
@a_spallonii
@dns_francisco
@melaniegoebelmd
@bacteri_al


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