merckformothers, Twitter, 9/25/2019 8:22:16 PM, 211000


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merckformothers_2019-09-25_12-28-52.xlsx
merckformothers_2019-09-25_12-28-52.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 25, 2019
Short Description:
merckformothers via NodeXL http://bit.ly/2mFuSuS
@merckformothers
@metiebetmd
@robertaccordino
@angienguku
@astuebe
@mariarivera_oc
@johnforwater
@temitayoe
@rubenvellenga
@usibc

Top hashtags:
#saferchildbirthcities
#maternalhealth
#uhc
#endmaternalmortality

Description:
Description
The graph represents a network of 476 Twitter users whose tweets in the requested range contained "merckformothers", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 25 September 2019 at 19:29 UTC.

The requested start date was Wednesday, 25 September 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 22-hour, 22-minute period from Wednesday, 11 September 2019 at 00:14 UTC to Tuesday, 24 September 2019 at 22:36 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 : 476
Unique Edges : 907
Edges With Duplicates : 507
Total Edges : 1414
Number of Edge Types : 3
Mentions : 1294
Replies to : 93
Tweet : 27
Self-Loops : 27
Reciprocated Vertex Pair Ratio : 0.0790554414784394
Reciprocated Edge Ratio : 0.146527117031399
Connected Components : 15
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 456
Maximum Edges in a Connected Component : 1390
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.878717
Graph Density : 0.0046483856700575
Modularity : 0.454893
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[7] https://twitter.com/merckformothers/status/1171394433750843392
[6] https://twitter.com/MerckforMothers/status/1171394433750843392
[5] https://www.merckformothers.com/SaferChildbirthCities/
[5] https://www.onebyone2030.org/panels
[4] https://twitter.com/MerckforMothers/status/1172170079431266304
[4] http://www.wkkf.co/vuyp
[4] https://www.uschamberfoundation.org/2019-best-health-and-wellness-program-finalists?utm_source=twitter&utm_medium=tweet&utm_campaign=citizens2019
[4] http://merckformothers.com/SaferChildbirthCities
[3] https://www.phillymag.com/healthcare-news/2019/09/12/philadelphia-merck-for-mothers-safer-childbirth-cities/
[3] https://www.merckformothers.com/SaferChildbirthCities

Top URLs in Tweet in G1:
[3] http://merckformothers.com/SaferChildbirthCities
[2] https://www.merckformothers.com/SaferChildbirthCities/
[2] https://www.3blmedia.com/node/261216
[2] https://www.phillymag.com/healthcare-news/2019/09/12/philadelphia-merck-for-mothers-safer-childbirth-cities/
[1] https://twitter.com/MEtiebetMD/status/1172146969080455169
[1] https://twitter.com/PhillyInquirer/status/1174002446194106368
[1] https://twitter.com/Jhpiego/status/1175892698022199296
[1] https://twitter.com/WomenDeliver/status/1176453732206354432
[1] https://www.onebyone2030.org/panels
[1] https://www.uschamberfoundation.org/2019-best-health-and-wellness-program-finalists

Top URLs in Tweet in G2:
[4] https://www.onebyone2030.org/panels
[2] https://twitter.com/merckformothers/status/1176212724281425920
[2] https://thehill.com/opinion/healthcare/461900-fighting-the-epidemic-of-maternal-and-newborn-mortality-with-big-belly
[1] https://twitter.com/pmnch/status/1175780176409575427
[1] https://twitter.com/usccfbiz4good/status/1172181895142158337
[1] https://twitter.com/onebyone2030/status/1171517160557932545
[1] https://twitter.com/rockefellerfdn/status/1175858794120790016
[1] https://twitter.com/nighealthwatch/status/1169534201177223168
[1] https://twitter.com/nejmperspec/status/1161994498181914625
[1] https://www.linkedin.com/slink?code=eakaWgp

Top URLs in Tweet in G3:
[4] http://www.wkkf.co/vuyp
[3] https://www.merckformothers.com/SaferChildbirthCities
[2] https://www.merckformothers.com/SaferChildbirthCities/
[2] https://www.merckformothers.com/SaferChildbirthCities/?fbclid=IwAR2D8RPl8MBKHhwQDeqkwEkdTO_1C0VBBsoqBv5SHBuTVd4RDPSy4Ko40zo
[1] https://twitter.com/merckformothers/status/1172229988785016832
[1] http://merckformothers.com/SaferChildbirthCities
[1] https://www.merckformothers.com/saferchildbirthcities/
[1] https://www.inquirer.com/health/camden-philadelphia-merck-grants-maternal-mortality-20190917.html?__vfz=medium%3Dsharebar
[1] https://twitter.com/newarkhealth/status/1171421253091172354
[1] https://twitter.com/camdenhealth/status/1171425624633643009

Top URLs in Tweet in G4:
[1] https://www.onebyone2030.org/founders
[1] https://twitter.com/HRPresearch/status/1174668163696463872

Top URLs in Tweet in G5:
[1] https://www.mrknewsroom.com/news-release/corporate-news/merck-announces-first-nine-safer-childbirth-cities-committed-reducing-ma
[1] https://twitter.com/MerckforMothers/status/1172229994921299968

Top URLs in Tweet in G6:
[2] https://newmomhealth.com
[1] https://twitter.com/4thTriProject/status/1176103418374631425
[1] https://twitter.com/UnivHospNewark/status/1172551018774761473

Top URLs in Tweet in G7:
[1] https://twitter.com/HeyDickLoren/status/1173472079963774976
[1] https://twitter.com/ybc888/status/1169762547664162817

Top URLs in Tweet in G8:
[1] https://www.merckformothers.com/
[1] https://twitter.com/thehowie/status/1164248875689029635
[1] https://twitter.com/thehowie/status/1173948352150605824

Top URLs in Tweet in G9:
[1] https://www.aha.org/2019-09-12-better-maternal-outcomes-ihi-rapid-improvement-network?hootPostID=34e18f971b6484af51df7e3fcb85651a
[1] https://twitter.com/theihi/status/1173217909235232768

Top URLs in Tweet in G10:
[4] https://twitter.com/MerckforMothers/status/1171394433750843392
[3] https://twitter.com/MerckforMothers/status/1172170079431266304
[3] https://twitter.com/merckformothers/status/1171394433750843392
[1] https://www.merckformothers.com/SaferChildbirthCities/
[1] http://dlvr.it/RCqzpT
[1] https://twitter.com/MerckforMothers/status/1172229983114280960

Top Domains
Top Domains in Tweet in Entire Graph:
[59] twitter.com
[17] merckformothers.com
[6] uschamberfoundation.org
[6] onebyone2030.org
[4] wkkf.co
[3] inquirer.com
[3] 3blmedia.com
[3] phillymag.com
[2] thehill.com
[2] newmomhealth.com

Top Domains in Tweet in G1:
[9] twitter.com
[6] merckformothers.com
[3] 3blmedia.com
[2] phillymag.com
[1] onebyone2030.org
[1] uschamberfoundation.org
[1] youtube.com
[1] wesa.fm
[1] statscongo.com
[1] inquirer.com

Top Domains in Tweet in G2:
[15] twitter.com
[4] onebyone2030.org
[2] thehill.com
[1] linkedin.com
[1] maternitywaitinghomes.org
[1] inquirer.com

Top Domains in Tweet in G3:
[9] merckformothers.com
[7] twitter.com
[4] wkkf.co
[1] inquirer.com
[1] roottrj.org

Top Domains in Tweet in G4:
[1] onebyone2030.org
[1] twitter.com

Top Domains in Tweet in G5:
[1] mrknewsroom.com
[1] twitter.com

Top Domains in Tweet in G6:
[2] newmomhealth.com
[2] twitter.com

Top Domains in Tweet in G7:
[2] twitter.com

Top Domains in Tweet in G8:
[2] twitter.com
[1] merckformothers.com

Top Domains in Tweet in G9:
[1] aha.org
[1] twitter.com

Top Domains in Tweet in G10:
[11] twitter.com
[1] merckformothers.com
[1] dlvr.it

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[123] saferchildbirthcities
[36] maternalhealth
[34] uhc
[31] endmaternalmortality
[19] onebyone2030
[19] unga74
[14] unga
[11] blackmamasmatter
[10] mothers
[10] uhcpavilion



Top Hashtags in Tweet in G1:
[39] saferchildbirthcities
[12] maternalhealth
[9] endmaternalmortality
[7] uhc
[5] unga
[5] blackmamasmatter
[4] mothers
[4] atlanta
[3] sdg2030
[3] unga74

Top Hashtags in Tweet in G2:
[24] uhc
[21] endmaternalmortality
[12] onebyone2030
[11] maternalhealth
[11] unga74
[10] uhcpavilion
[7] givingbirthinnigeria
[7] unga
[6] mothers
[6] uhc2030

Top Hashtags in Tweet in G3:
[62] saferchildbirthcities
[7] reproductivejustice
[6] nurturenj
[6] blackmamasmatter
[4] maternalhealth
[3] atlanta
[2] saferbirthcities
[2] dyk
[2] nola
[2] blackmaternalhealth

Top Hashtags in Tweet in G4:
[5] healthforall
[5] unga74
[5] icmafrica2019
[4] onebyone2030
[3] uhc
[3] maternalmortality
[2] accountabilitymatters
[2] uhc2030
[1] heathforall
[1] invest4wellness

Top Hashtags in Tweet in G5:
[17] saferchildbirthcities
[2] maternalhealth
[1] endmaternalmortality
[1] maternalmortality
[1] philadelphia
[1] womenbuildingbio
[1] implicitbias
[1] health
[1] concordia19
[1] unga

Top Hashtags in Tweet in G6:
[1] maternalmortality
[1] data
[1] benchmarking
[1] maternalhealth

Top Hashtags in Tweet in G7:
[3] wewillnotcomply
[3] nazimedicine
[3] wedid
[3] sb277
[3] sb276
[1] proud
[1] excelsior
[1] 1776patriotsunite
[1] notgoingaway

Top Hashtags in Tweet in G8:
[1] yalehealthcarecolloquium
[1] saferchildbirthcities

Top Hashtags in Tweet in G9:
[4] maternalhealth
[2] data
[2] benchmarking
[1] patientsafety
[1] preventable
[1] maternalmortality
[1] empoweredbydata
[1] connectedbypurpose
[1] worldpatientsafetyday

Top Hashtags in Tweet in G10:
[1] merck

Top Words
Top Words in Tweet in Entire Graph:
[658] Words in Sentiment List#1: Positive
[166] Words in Sentiment List#2: Negative
[8] Words in Sentiment List#3: Angry/Violent
[11888] Non-categorized Words
[12712] Total Words
[372] merckformothers
[123] #saferchildbirthcities
[103] health
[79] care
[76] maternal

Top Words in Tweet in G1:
[134] merckformothers
[39] cities
[39] #saferchildbirthcities
[32] childbirth
[32] gillamramey
[27] health
[27] fasslercynthia
[23] care
[23] s
[22] one

Top Words in Tweet in G2:
[75] merckformothers
[50] health
[48] metiebetmd
[24] #uhc
[23] financing
[22] models
[21] #endmaternalmortality
[20] private
[20] need
[18] care

Top Words in Tweet in G3:
[80] merckformothers
[62] #saferchildbirthcities
[21] spotlight
[20] camdenhealth
[20] cities
[19] partners
[18] roottrj
[17] blkmamasmatter
[16] nicholsonfornj
[14] newarkhealth

Top Words in Tweet in G4:
[25] merckformothers
[19] care
[17] quality
[15] wraglobal
[15] angienguku
[13] women
[12] midwives
[11] maternal
[10] thejummyadebayo
[9] wra_k

Top Words in Tweet in G5:
[25] merckformothers
[21] merck
[17] #saferchildbirthcities
[11] maternal
[7] together
[7] announcing
[7] first
[7] nine
[7] committed
[7] helping

Top Words in Tweet in G6:
[15] sepsis
[8] ptsafetycouncil
[7] debra_bingham
[7] know
[7] world
[7] day
[7] leading
[7] cause
[7] maternal
[7] mortality

Top Words in Tweet in G7:
[8] knock
[5] cagovernor
[5] gavinnewsom
[4] merckformothers
[4] young
[4] hot
[4] streak
[4] vaccination
[4] surprises
[4] throughout

Top Words in Tweet in G8:
[3] metiebetmd
[3] merckformothers
[3] yalemed
[2] thehowie
[2] yalesom
[2] beaumont
[2] sterling
[2] hall
[2] medicine
[2] welcome

Top Words in Tweet in G9:
[8] maternal
[7] ahahospitals
[7] join
[7] theihi's
[7] better
[7] outcomes
[7] rapid
[7] improvement
[7] network
[7] free

Top Words in Tweet in G10:
[3] merck
[3] safer
[3] childbirth
[3] cities
[3] together
[2] mothers
[2] merckformothers
[2] announcing
[2] first
[2] nine

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[42] merckformothers,#saferchildbirthcities
[32] gillamramey,merckformothers
[32] #saferchildbirthcities,spotlight
[26] maternal,mortality
[24] fasslercynthia,gillamramey
[23] equitable,places
[22] childbirth,cities
[22] #saferchildbirthcities,initiative
[21] health,care
[20] foster,local

Top Word Pairs in Tweet in G1:
[32] gillamramey,merckformothers
[24] fasslercynthia,gillamramey
[16] equitable,places
[15] foster,local
[14] vision,world
[14] world,cities
[14] cities,equitable
[14] places,childbirth
[14] childbirth,action
[14] action,helping

Top Word Pairs in Tweet in G2:
[17] private,sector
[12] metiebetmd,merckformothers
[11] financing,models
[11] models,health
[10] next,frontier
[10] frontier,financing
[10] health,important
[10] important,strides
[10] strides,made
[10] made,fast

Top Word Pairs in Tweet in G3:
[26] merckformothers,#saferchildbirthcities
[20] #saferchildbirthcities,spotlight
[11] burkefoundation,nicholsonfornj
[11] #saferchildbirthcities,initiative
[9] grantee,merckformothers
[8] safer,more
[8] more,equitable
[8] honored,selected
[8] selected,grantee
[8] part,#saferchildbirthcities

Top Word Pairs in Tweet in G4:
[7] quality,maternal
[7] women,want
[7] quality,care
[6] health,care
[6] wraglobal,wra_k
[5] wraglobal,world_midwives
[5] world_midwives,frankacadee
[5] countries,make
[5] make,deliberate
[5] deliberate,efforts

Top Word Pairs in Tweet in G5:
[7] together,merckformothers
[7] merckformothers,announcing
[7] announcing,first
[7] first,nine
[7] nine,#saferchildbirthcities
[7] #saferchildbirthcities,committed
[7] committed,helping
[7] helping,reduce
[7] reduce,maternal
[6] merck,merckformothers

Top Word Pairs in Tweet in G6:
[7] know,world
[7] world,sepsis
[7] sepsis,day
[7] day,sepsis
[7] sepsis,leading
[7] leading,cause
[7] cause,maternal
[7] maternal,mortality
[7] mortality,need
[7] need,ptsafetycouncil

Top Word Pairs in Tweet in G7:
[4] young,cagovernor
[4] cagovernor,gavinnewsom
[4] gavinnewsom,hot
[4] hot,streak
[4] streak,vaccination
[4] vaccination,surprises
[4] surprises,throughout
[4] throughout,california
[4] california,knock
[4] knock,knock

Top Word Pairs in Tweet in G8:
[2] metiebetmd,merckformothers
[2] sterling,hall
[2] hall,medicine
[2] welcome,back

Top Word Pairs in Tweet in G9:
[7] join,theihi's
[7] theihi's,better
[7] better,maternal
[7] maternal,outcomes
[7] outcomes,rapid
[7] rapid,improvement
[7] improvement,network
[7] network,free
[7] free,6
[7] 6,month

Top Word Pairs in Tweet in G10:
[3] safer,childbirth
[3] childbirth,cities
[2] together,merckformothers
[2] merckformothers,announcing
[2] announcing,first
[2] first,nine
[2] nine,saferchildbirthcities
[2] saferchildbirthcities,committed
[2] committed,helping
[2] helping,reduce

Top Replied-To
Top Replied-To in Entire Graph:
@merckformothers
@__belladonna00
@followingthet
@fasslercynthia
@metiebetmd
@anschutz2012
@bonkers45
@sharp60855846
@angienguku
@blkmamasmatter

Top Replied-To in G1:
@merckformothers
@__belladonna00
@followingthet
@fasslercynthia
@anschutz2012
@bonkers45
@sharp60855846
@rebekahgeemd
@staceykallem
@mspublichealthi

Top Replied-To in G2:
@metiebetmd
@merckformothers
@onebyone2030
@monique_vledder
@rubenvellenga

Top Replied-To in G3:
@blkmamasmatter
@firstladynj
@merckformothers
@caseycattell
@wk_kellogg_fdn
@mclemoremr
@dr_uche_bee

Top Replied-To in G4:
@angienguku
@thejummyadebayo
@merckformothers
@pmnch

Top Replied-To in G6:
@debra_bingham

Top Replied-To in G8:
@thehowie

Top Mentioned
Top Mentioned in Entire Graph:
@merckformothers
@metiebetmd
@merck
@gillamramey
@blkmamasmatter
@camdenhealth
@fasslercynthia
@nicholsonfornj
@wk_kellogg_fdn
@roottrj

Top Mentioned in G1:
@merckformothers
@gillamramey
@fasslercynthia
@metiebetmd
@blkmamasmatter
@rebekahgeemd
@onebyone2030
@wk_kellogg_fdn
@firstladynj

Top Mentioned in G2:
@merckformothers
@metiebetmd
@devex
@gbchealth
@rubenvellenga
@aig_imoukhuede
@nighealthwatch
@theachallenge
@onebyone2030
@annlolordo

Top Mentioned in G3:
@merckformothers
@camdenhealth
@roottrj
@nicholsonfornj
@blkmamasmatter
@newarkhealth
@iwes_nola
@burkefoundation
@wk_kellogg_fdn
@mspublichealthi

Top Mentioned in G4:
@merckformothers
@wraglobal
@angienguku
@wra_k
@world_midwives
@thejummyadebayo
@frankacadee
@pmnch
@onebyone2030
@unfpaken

Top Mentioned in G5:
@merckformothers
@merck
@metiebetmd
@phlpublichealth
@phillymayor
@healthfedphila
@repcephas
@mcc_home
@accessmatters4u
@philadelphiagov

Top Mentioned in G6:
@ptsafetycouncil
@debra_bingham
@mysmfm
@merckformothers
@everymomcounts
@4thtriproject
@secmandycohen
@bfmedicine
@cdcfound
@astuebe

Top Mentioned in G7:
@cagovernor
@gavinnewsom
@merckformothers
@ca_dem
@cadepted
@hhsgov
@cdcgov
@cdcdirector
@heydickloren
@mariarivera_oc

Top Mentioned in G8:
@metiebetmd
@merckformothers
@yalemed
@yalesom
@michaelapkon
@amandaskinnerpp
@rahulrajkumar11
@bobkocher
@iyahromm
@secmandycohen

Top Mentioned in G9:
@theihi
@ahahospitals
@merckformothers
@ecugrad2010
@npicperinatal
@wilson_mhi
@modadvocacy
@metiebetmd

Top Mentioned in G10:
@merck_bio

Top Tweeters
Top Tweeters in Entire Graph:
@npsusa
@magarya
@redz041
@gambiste1
@aspiesmom
@_steve3_
@phillyinquirer
@dwightcooper16
@sshin6591
@blssfulserndpty

Top Tweeters in G1:
@npsusa
@phillyinquirer
@sshin6591
@oldtimer1968
@j082298
@jeangalvanonly
@allicat1214
@gillamramey
@danielsatkins1
@alphabreed2018

Top Tweeters in G2:
@magarya
@nighealthwatch
@nursingdean
@ekemma
@ayotundeaa
@devex
@nancy_marangu
@usaidgh
@sidchat1
@biodunawosusi

Top Tweeters in G3:
@redz041
@blssfulserndpty
@nolabookfair
@glassmanamanda
@publichealthmap
@directorcelsjr
@deecal1
@mclemoremr
@jeremyclatrella
@reprojusticenc

Top Tweeters in G4:
@thelovelymaeve
@adefiola
@mwelentuli
@drweyoms
@rockefellerfdn
@un_ewec
@world_midwives
@angelkatuss
@kenyagovernors
@pmnch

Top Tweeters in G5:
@gambiste1
@bobbin1224
@philadelphiagov
@josgaspro
@phlpublichealth
@drshannacombs
@concordiasummit
@einsteinhealth
@vabio
@merck

Top Tweeters in G6:
@huffpostparents
@astuebe
@unnecesarean
@mysmfm
@acog
@everymomcounts
@uncpublichealth
@cdcfound
@obgynnews
@bfmedicine

Top Tweeters in G7:
@aspiesmom
@cdcgov
@arieljones411
@hhsgov
@ca_dem
@jensiebelnewsom
@cmadocs
@cdcdirector
@gavinnewsom
@gsk

Top Tweeters in G8:
@thehowie
@cmsgov
@modmed
@yalesom
@anthembcbs
@yalemed
@yalesph
@bobkocher
@rahulrajkumar11
@venrock

Top Tweeters in G9:
@supplychainsn
@theihi
@ahahospitals
@bhangrajay
@modadvocacy
@madgeatihi
@ecugrad2010
@pjbathija
@megmimnaugh7
@ppic_online

Top Tweeters in G10:
@_steve3_
@justinczas
@annateague15
@lindeeblew
@couragesower
@bucktweet_say
@merck_bio
@klrkisser
@mccrummengbrl
@franvidalr


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