NodeXL Graph Gallery: Interactive Graph


Donate to the Social Media Research Foundation's NodeXL development fund

merckformothers_2021-02-16_14-16-41.xlsx (experimental version)
NOTE: This version of the graph is not available with the browser you are using. A more recent version of the browser is required.
Zoom in Zoom out Reset the graph
Go to the graph's main page

From:
NodeXLExcelAutomator
Uploaded on:
February 17, 2021
Short Description:
merckformothers via NodeXL https://bit.ly/3beslgx
@merckformothers
@femtechinsider
@techcareforall
@mi_niles
@sidchat1
@merck
@kistennoel
@rubenvellenga
@damolaowoseye
@bukolaafeni

Top hashtags:
#saferchildbirthcities
#endmaternalmortality
#blackhistorymonth

Description:
Description
The graph represents a network of 177 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 Tuesday, 16 February 2021 at 22:16 UTC.

The requested start date was Tuesday, 16 February 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 3-hour, 1-minute period from Tuesday, 02 February 2021 at 14:02 UTC to Monday, 15 February 2021 at 17:03 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 : 177
Unique Edges : 145
Edges With Duplicates : 195
Total Edges : 340
Number of Edge Types : 5
Retweet : 84
MentionsInRetweet : 114
Replies to : 27
Mentions : 101
Tweet : 14
Self-Loops : 14
Reciprocated Vertex Pair Ratio : 0.0321100917431193
Reciprocated Edge Ratio : 0.0622222222222222
Connected Components : 10
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 165
Maximum Edges in a Connected Component : 328
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.71191
Graph Density : 0.00722265023112481
Modularity : 0.469161
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 177 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 Tuesday, 16 February 2021 at 22:16 UTC.

The requested start date was Tuesday, 16 February 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 3-hour, 1-minute period from Tuesday, 02 February 2021 at 14:02 UTC to Monday, 15 February 2021 at 17:03 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : merckformothers
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[8] https://twitter.com/MerckforMothers/status/1354428838877540354
[3] https://r4d.org/blog/dont-forget-the-softer-engagement-factors-in-public-private-engagements-for-health/
[2] https://twitter.com/merckformothers/status/1354428838877540354
[2] https://www.merckformothers.com/
[1] https://behavr.com/nurturevr/
[1] https://twitter.com/stltoday/status/1355135354286841860
[1] https://scopeimpact.fi/work/ideliver
[1] https://r4d.org/blog/opportunities-to-enrich-guidance-for-public-private-engagement-in-health/
[1] https://www.afro.who.int/news/nigeria-pushes-companionship-labour-improve-maternal-health-services
[1] https://twitter.com/MEtiebetMD/status/1358877059318231046

Top URLs in Tweet in G1:
[1] https://www.merckformothers.com/SaferChildbirthCities/
[1] https://www.cdc.gov/hearher/personal-stories/index.html
[1] https://www.merckformothers.com/
[1] https://twitter.com/merckformothers/status/1354428838877540354
[1] http://www.saferchildbirthcities.com
[1] https://twitter.com/MerckforMothers/status/1358784554333589504
[1] https://philanthropywomen.org/activism/responding-to-worsening-maternal-mortality-merck-grants-9-million/

Top URLs in Tweet in G3:
[1] https://www.merckformothers.com/
[1] https://scopeimpact.fi/work/ideliver
[1] https://twitter.com/MEtiebetMD/status/1358877059318231046

Top URLs in Tweet in G4:
[1] https://behavr.com/nurturevr/
[1] https://twitter.com/nighealthwatch/status/1356180626630705154
[1] https://twitter.com/stltoday/status/1355135354286841860
[1] https://www.devex.com/news/sponsored/opinion-safeguarding-quality-maternal-care-during-a-pandemic-98710

Top URLs in Tweet in G5:
[1] https://www.azfamily.com/news/investigations/cbs_5_investigates/singulairs-dangerous-side-effects-allergy-medicine-can-cause-depression-and-suicides/article_f11dcfea-659d-11eb-b860-bb0913953891.html?fbclid=IwAR2zn9karGktUzOgl_4dAybDBpVwkRTayhLq0VIBHKD74YBjhWGje1Y3Um0

Top URLs in Tweet in G6:
[1] https://www.afro.who.int/news/nigeria-pushes-companionship-labour-improve-maternal-health-services

Top URLs in Tweet in G7:
[3] https://r4d.org/blog/dont-forget-the-softer-engagement-factors-in-public-private-engagements-for-health/
[1] https://r4d.org/blog/opportunities-to-enrich-guidance-for-public-private-engagement-in-health/

Top URLs in Tweet in G8:
[1] https://www.un.org/sustainabledevelopment/blog/2015/09/un-secretary-general-announces-25-billion-in-initial-commitments-to-end-preventable-deaths-of-women-children-and-adolescents-by-2030/

Top URLs in Tweet in G10:
[6] https://twitter.com/MerckforMothers/status/1354428838877540354
[1] https://twitter.com/merckformothers/status/1354428838877540354

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[50] saferchildbirthcities
[8] endmaternalmortality
[6] blackhistorymonth
[6] ideliver
[6] pointofcare
[6] maternity
[6] ai
[5] covid19
[2] maternitymatters
[2] choosetochallenge



Top Hashtags in Tweet in G1:
[46] saferchildbirthcities
[6] endmaternalmortality
[2] maternitymatters
[2] blackhistorymonth
[2] choosetochallenge
[1] covid19
[1] nationalwearredday
[1] hearher
[1] fosamaxkills
[1] climatechange

Top Hashtags in Tweet in G3:
[6] ideliver
[6] pointofcare
[6] maternity
[6] ai
[1] tbt
[1] humancentereddesign

Top Hashtags in Tweet in G4:
[2] covid19
[2] endmaternalmortality
[2] saferchildbirthcities
[1] maternalhealth
[1] nationalwearredday

Top Hashtags in Tweet in G5:
[4] blackhistorymonth
[1] merck
[1] pfizer
[1] moderna
[1] kennethfrazier
[1] singulair
[1] boicotemeck

Top Hashtags in Tweet in G7:
[1] uhc

Top Hashtags in Tweet in G8:
[1] sdgs

Top Hashtags in Tweet in G9:
[2] saferchildbirthcities

Top Hashtags in Tweet in G10:
[1] impactinvesting
[1] maternalhealth

Top Words
Top Words in Tweet in Entire Graph:
[112] merckformothers
[56] re
[50] #saferchildbirthcities
[46] healthy
[45] help
[45] pregnancy
[44] safe
[41] initiative
[41] people
[40] growing

Top Words in Tweet in G1:
[72] merckformothers
[47] re
[46] #saferchildbirthcities
[43] healthy
[43] pregnancy
[42] help
[42] safe
[41] initiative
[41] people
[40] growing

Top Words in Tweet in G3:
[6] excited
[6] announce
[6] launch
[6] #ideliver
[6] india
[6] realtime
[6] #pointofcare
[6] guidance
[6] #maternity
[6] wards

Top Words in Tweet in G4:
[11] merckformothers
[6] metiebetmd
[5] 360
[5] doulas
[3] health
[3] care
[3] support
[2] jamaa
[2] use
[2] award

Top Words in Tweet in G5:
[9] merck
[4] during
[4] #blackhistorymonth
[4] re
[4] raising
[4] awareness
[4] maternal
[4] mortality
[4] rate
[4] 3x

Top Words in Tweet in G6:
[3] mobilepunch
[3] dnnafrica24
[3] frankajufo
[3] nphcdang
[3] nmanigeria
[3] nursingworld_ng
[3] mayowapost
[3] merckformothers
[2] damolaowoseye
[2] bukolaafeni

Top Words in Tweet in G7:
[10] public
[10] private
[8] engagement
[8] factors
[7] importance
[7] health
[6] merckformothers
[6] engagements
[5] strengthening
[4] insights

Top Words in Tweet in G8:
[3] unkenya
[3] huawei
[3] merckformothers
[3] philips
[3] safaricomfdn
[3] gsk
[2] 2015
[2] kenya
[2] partnership
[2] kenyahealthfed

Top Words in Tweet in G9:
[2] literally
[2] clapping
[2] woohooing
[2] winners
[2] merckformothers
[2] #saferchildbirthcities
[2] organizations

Top Words in Tweet in G10:
[3] health
[2] more
[2] equitable

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[41] healthy,pregnancy
[41] pregnancy,safe
[40] re,growing
[40] growing,#saferchildbirthcities
[40] #saferchildbirthcities,initiative
[40] initiative,created
[40] created,help
[40] help,people
[40] people,healthy
[30] merckformothers,re

Top Word Pairs in Tweet in G1:
[40] re,growing
[40] growing,#saferchildbirthcities
[40] #saferchildbirthcities,initiative
[40] initiative,created
[40] created,help
[40] help,people
[40] people,healthy
[40] healthy,pregnancy
[40] pregnancy,safe
[30] merckformothers,re

Top Word Pairs in Tweet in G3:
[6] excited,announce
[6] announce,launch
[6] launch,#ideliver
[6] #ideliver,india
[6] india,realtime
[6] realtime,#pointofcare
[6] #pointofcare,guidance
[6] guidance,#maternity
[6] #maternity,wards
[6] wards,plus

Top Word Pairs in Tweet in G4:
[4] 360,doulas
[2] jamaa,use
[2] use,merckformothers
[2] merckformothers,award
[2] award,create
[2] create,stl
[2] stl,360
[2] doulas,project
[2] project,refers
[2] refers,training

Top Word Pairs in Tweet in G5:
[4] during,#blackhistorymonth
[4] #blackhistorymonth,re
[4] re,raising
[4] raising,awareness
[4] awareness,maternal
[4] maternal,mortality
[4] mortality,rate
[4] rate,3x
[4] 3x,times
[4] times,higher

Top Word Pairs in Tweet in G6:
[3] mobilepunch,dnnafrica24
[3] dnnafrica24,frankajufo
[3] frankajufo,nphcdang
[3] nphcdang,nmanigeria
[3] nmanigeria,nursingworld_ng
[3] nursingworld_ng,mayowapost
[3] mayowapost,merckformothers
[2] damolaowoseye,mobilepunch
[2] merckformothers,bukolaafeni
[2] now_nigeria,gazettengr

Top Word Pairs in Tweet in G7:
[10] public,private
[5] private,engagements
[4] health,system
[4] system,strengthening
[4] strengthening,focuses
[4] focuses,hardware
[4] hardware,mous
[4] mous,contracting
[4] contracting,etc
[4] etc,public

Top Word Pairs in Tweet in G8:
[2] 2015,kenya
[2] kenya,partnership
[2] partnership,unkenya
[2] unkenya,huawei
[2] huawei,merckformothers
[2] merckformothers,philips
[2] philips,safaricomfdn
[2] safaricomfdn,gsk
[2] gsk,kenyahealthfed

Top Word Pairs in Tweet in G9:
[2] literally,clapping
[2] clapping,woohooing
[2] woohooing,winners
[2] winners,merckformothers
[2] merckformothers,#saferchildbirthcities
[2] #saferchildbirthcities,organizations

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@merckformothers
@merck
@techcareforall
@metiebetmd
@msdformothers
@devex
@cicelysimone
@results4dev
@courtneytolmie
@matterunlimited

Top Mentioned in G1:
@merckformothers
@matterunlimited
@devex
@who
@merck
@dakarti1
@aswelljulie
@kriscerone
@dianaorrock

Top Mentioned in G2:
@hertilityhealth
@garmin
@merckformothers
@hlthevent
@dbsable
@folxhealth
@halogenvc
@preemadonna
@portfolia1
@trishcostello1

Top Mentioned in G3:
@techcareforall
@msdformothers
@merckformothers
@vecnacares
@johnshopkins

Top Mentioned in G4:
@merckformothers
@metiebetmd
@jhpiego
@devex
@michelemunz
@bengosamuelj
@daktari1
@manyata4mothers
@fogsihq

Top Mentioned in G5:
@merck
@merckformothers
@usmerckproducts
@merckmanualpro
@abc7ny

Top Mentioned in G6:
@dnnafrica24
@frankajufo
@nphcdang
@nmanigeria
@nursingworld_ng
@mayowapost
@merckformothers
@mobilepunch
@bukolaafeni
@now_nigeria

Top Mentioned in G7:
@merckformothers
@cicelysimone
@results4dev
@courtneytolmie
@mchaitkin

Top Mentioned in G8:
@merckformothers
@unkenya
@huawei
@philips
@safaricomfdn
@gsk
@kenyahealthfed
@moh_kenya
@sidchat1

Top Mentioned in G9:
@merckformothers
@mi_niles
@blackwomensbp
@chanelporchia
@ancientsong7
@indralusero
@midwifeamy
@cityblockhealth

Top Tweeters
Top Tweeters in Entire Graph:
@johnapp63499667
@alwaysthinkhow
@mobilepunch
@abc7ny
@kbolbec
@janeinak
@fwmj
@sheeda418
@txwbo864
@just4thecause

Top Tweeters in G1:
@johnapp63499667
@alwaysthinkhow
@kbolbec
@janeinak
@fwmj
@sheeda418
@txwbo864
@traumaofbirth
@lounehls
@dianainnova

Top Tweeters in G2:
@garmin
@nikillinit
@dbsable
@trishcostello1
@portfolia1
@hlthevent
@femtechinsider
@preemadonna
@platanomelon
@mylorals

Top Tweeters in G3:
@sandhumanminde3
@pyscalellc
@johnshopkins
@fintechpro_org
@himakher
@aiapps_org
@scopeforimpact
@drisazig
@pl_bolton
@vecnacares

Top Tweeters in G4:
@devex
@jhpiego
@daktari1
@michelemunz
@drrachelmbond
@behavr_al
@metiebetmd
@bengosamuelj
@manyata4mothers
@tura_abera

Top Tweeters in G5:
@abc7ny
@anapere43116126
@kistennoel
@merck
@merckmanualpro
@gbchealth
@merckcanada
@v_dosfatos
@tom_franz_2099
@ramadasansuresh

Top Tweeters in G6:
@mobilepunch
@nursingworld_ng
@dnnafrica24
@nphcdang
@mayowapost
@frankajufo
@nmanigeria
@gazettengr
@bukolaafeni
@damolaowoseye

Top Tweeters in G7:
@results4dev
@allisonkelley3
@courtneytolmie
@mchaitkin
@acceleratehss
@jdossou80
@lagomarsinogina
@cicelysimone
@keithmangam

Top Tweeters in G8:
@huawei
@sidchat1
@gsk
@philips
@moh_kenya
@unkenya
@rubenvellenga
@safaricomfdn
@kenyahealthfed

Top Tweeters in G9:
@blackwomensbp
@midwifeamy
@mi_niles
@indralusero
@ancientsong7
@chanelporchia
@cityblockhealth

Top Tweeters in G10:
@corintheansxiii
@scented444
@bonmondieu
@ofbyforever
@newautisminfo
@sashamybird
@labrisaaw