merckformothers, Twitter, 3/24/2021 10:01:51 AM, 251133


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merckformothers_2021-03-23_14-16-42.xlsx
merckformothers_2021-03-23_14-16-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 24, 2021
Short Description:
merckformothers via NodeXL https://bit.ly/3ri3xKT
@merckformothers
@fadichamaty
@gzielinskie
@ukgolab
@palladiumimpact
@metiebetmd
@grahamad
@mbewesuzyo
@wadesmom
@mathematicanow

Top hashtags:
#engagingwithevidence
#maternalhealth
#dib
#dibs
#engaingwithevidence

Description:
Description
The graph represents a network of 66 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, 23 March 2021 at 21:16 UTC.

The requested start date was Tuesday, 23 March 2021 at 00:01 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 11-day, 15-hour, 58-minute period from Tuesday, 09 March 2021 at 01:01 UTC to Saturday, 20 March 2021 at 16:59 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 : 66
Unique Edges : 78
Edges With Duplicates : 86
Total Edges : 164
Number of Edge Types : 5
Retweet : 26
MentionsInRetweet : 36
Mentions : 95
Replies to : 6
Tweet : 1
Self-Loops : 1
Reciprocated Vertex Pair Ratio : 0.104166666666667
Reciprocated Edge Ratio : 0.188679245283019
Connected Components : 2
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 63
Maximum Edges in a Connected Component : 162
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.857717
Graph Density : 0.0247086247086247
Modularity : 0.400534
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 66 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, 23 March 2021 at 21:16 UTC.

The requested start date was Tuesday, 23 March 2021 at 00:01 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 11-day, 15-hour, 58-minute period from Tuesday, 09 March 2021 at 01:01 UTC to Saturday, 20 March 2021 at 16:59 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:
[7] https://golab.bsg.ox.ac.uk/community/events/lessons-worlds-first-development-impact-bond-maternal-health/
[2] https://trentonhealthteam.org/tht-community-partners-focus-on-saving-mothers-lives/
[2] https://zoom.us/webinar/register/WN_si-OBC9iQvabNE5ZqI6R9A
[1] https://twitter.com/info_cjfhc/status/1372150733076840450
[1] https://change.org/PetitionforLebanon
[1] https://preview.tinyurl.com/golab-utkrisht
[1] https://www.mathematica.org/events/lessons-from-the-worlds-first-maternal-health-development-impact-bond?utm_source=twitter&utm_medium=social&utm_campaign=twitter
[1] https://twitter.com/datadotorg/status/1371449876433797122
[1] https://r4d.org/blog/dont-forget-the-softer-engagement-factors-in-public-private-engagements-for-health/
[1] https://twitter.com/merck/status/1367931909792296963

Top URLs in Tweet in G1:
[6] https://golab.bsg.ox.ac.uk/community/events/lessons-worlds-first-development-impact-bond-maternal-health/
[2] https://zoom.us/webinar/register/WN_si-OBC9iQvabNE5ZqI6R9A
[1] https://www.mathematica.org/events/lessons-from-the-worlds-first-maternal-health-development-impact-bond?utm_source=twitter&utm_medium=social&utm_campaign=twitter
[1] https://preview.tinyurl.com/golab-utkrisht

Top URLs in Tweet in G2:
[2] https://trentonhealthteam.org/tht-community-partners-focus-on-saving-mothers-lives/
[1] https://twitter.com/info_cjfhc/status/1372150733076840450
[1] https://www.merckformothers.com/where-we-work/global.com/where-we-work.global-grants.html
[1] https://golab.bsg.ox.ac.uk/community/events/lessons-worlds-first-development-impact-bond-maternal-health/
[1] https://r4d.org/blog/dont-forget-the-softer-engagement-factors-in-public-private-engagements-for-health/
[1] https://twitter.com/merck/status/1367931909792296963
[1] https://www.nytimes.com/2021/03/11/nyregion/birth-centers-new-jersey.html
[1] http://www.pantallazosnoticias.com.co/news/el-381-de-los-profesionales-cientificos-en-el-pais-son-mujeres/

Top URLs in Tweet in G3:
[1] https://change.org/PetitionforLebanon

Top URLs in Tweet in G4:
[1] https://twitter.com/datadotorg/status/1371449876433797122

Top URLs in Tweet in G7:
[1] https://link.medium.com/UIh896iNueb

Top URLs in Tweet in G9:
[1] https://twitter.com/MerckforMothers/status/1366756205578878980

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[10] engagingwithevidence
[5] maternalhealth
[4] dib
[2] dibs
[2] engaingwithevidence
[2] endmaternalmortality
[2] datascience
[1] singulair
[1] kennethfrazier
[1] mrk



Top Hashtags in Tweet in G1:
[9] engagingwithevidence
[5] maternalhealth
[3] dib
[2] datascience
[2] engaingwithevidence
[2] dibs
[1] endmaternalmortality

Top Hashtags in Tweet in G2:
[1] engagingwithevidence
[1] dib
[1] endmaternalmortality
[1] singulair
[1] kennethfrazier
[1] mrk
[1] diainternacionaldelamujer
[1] diadelamujer
[1] diadelamujer2021
[1] salud

Top Hashtags in Tweet in G5:
[1] internationalwomensday
[1] iwd
[1] globalhealth
[1] women

Top Words
Top Words in Tweet in Entire Graph:
[34] merckformothers
[20] impact
[20] bond
[13] ukgolab
[12] development
[11] women
[11] more
[11] hear
[10] maternal
[10] world's

Top Words in Tweet in G1:
[18] impact
[18] bond
[14] merckformothers
[11] ukgolab
[11] development
[9] #engagingwithevidence
[9] world's
[8] mathematicanow
[7] metiebetmd
[7] hear

Top Words in Tweet in G2:
[13] merckformothers
[6] burkefoundation
[5] proud
[5] partner
[5] funders
[5] such
[5] expanding
[5] doula
[5] programs
[5] providing

Top Words in Tweet in G4:
[3] join
[3] hear
[3] rockstars
[3] doing
[3] hard
[3] work
[3] help
[3] women
[3] life
[3] span

Top Words in Tweet in G5:
[2] daysforgirls
[2] c2chaiti
[2] merckformothers
[2] macfound
[2] happy

Top Words in Tweet in G7:
[2] fostering
[2] livable
[2] communities
[2] birthing
[2] people
[2] blog
[2] describing
[2] maternal
[2] wellbeing
[2] data

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[20] impact,bond
[12] development,impact
[7] metiebetmd,merckformothers
[7] world's,first
[5] proud,partner
[5] partner,merckformothers
[5] merckformothers,funders
[5] funders,such
[5] such,burkefoundation
[5] burkefoundation,expanding

Top Word Pairs in Tweet in G1:
[18] impact,bond
[11] development,impact
[7] metiebetmd,merckformothers
[6] world's,first
[5] key,findings
[4] honored,metiebetmd
[4] merckformothers,march
[4] march,25
[4] 25,12pm
[4] 12pm,women's

Top Word Pairs in Tweet in G2:
[5] proud,partner
[5] partner,merckformothers
[5] merckformothers,funders
[5] funders,such
[5] such,burkefoundation
[5] burkefoundation,expanding
[5] expanding,doula
[5] doula,programs
[5] programs,providing
[4] great,news

Top Word Pairs in Tweet in G4:
[3] join,hear
[3] hear,rockstars
[3] rockstars,doing
[3] doing,hard
[3] hard,work
[3] work,help
[3] help,women
[3] women,life
[3] life,span
[3] span,live

Top Word Pairs in Tweet in G5:
[2] c2chaiti,merckformothers
[2] merckformothers,macfound

Top Word Pairs in Tweet in G7:
[2] fostering,livable
[2] livable,communities
[2] communities,birthing
[2] birthing,people
[2] people,blog
[2] blog,describing
[2] describing,maternal
[2] maternal,wellbeing
[2] wellbeing,data
[2] data,dashboard

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@merckformothers
@ukgolab
@metiebetmd
@mathematicanow
@ciiimpact
@burkefoundation
@palladiumimpact
@ubsoptimus
@trentonhealth
@usaidgh

Top Mentioned in G1:
@merckformothers
@ukgolab
@mathematicanow
@metiebetmd
@ciiimpact
@palladiumimpact
@ubsoptimus
@datadotorg
@usaidgh
@hlfppt

Top Mentioned in G2:
@merckformothers
@burkefoundation
@trentonhealth
@metiebetmd
@ukgolab
@merck
@ciiimpact
@usaidgh
@usmerckproducts

Top Mentioned in G3:
@drdorothyshaw
@bvlfoundation
@healthynewborns
@hfogstad
@merckformothers
@every_newborn
@qualitycarenet
@figohq
@1000days

Top Mentioned in G4:
@gzielinskie
@ncoaging
@merckformothers
@undpindia
@fraym_io

Top Mentioned in G5:
@daysforgirls
@c2chaiti
@merckformothers
@macfound
@americares

Top Mentioned in G6:
@merckfoundation
@merckformothers

Top Mentioned in G7:
@grahamad
@ariadnelabs
@neel_shah
@merckformothers

Top Mentioned in G8:
@blogher
@merckformothers

Top Mentioned in G9:
@speakerpelosi
@thedemocrats

Top Tweeters
Top Tweeters in Entire Graph:
@wildwillow65
@vwheato
@godfrey_g_
@laurargy
@pyscalellc
@domingosmiguel
@blogher
@usaidgh
@americares
@usaid

Top Tweeters in G1:
@godfrey_g_
@pyscalellc
@domingosmiguel
@usaidgh
@usaid
@psiimpact
@mathematicanow
@ciiimpact
@palladiumimpact
@metiebetmd

Top Tweeters in G2:
@wildwillow65
@vwheato
@laurargy
@results4dev
@kistennoel
@merck
@njpha1
@trentonhealth
@merckformothers
@pantallazos_not

Top Tweeters in G3:
@1000days
@pmnch
@healthynewborns
@figohq
@hfogstad
@drdorothyshaw
@bvlfoundation
@every_newborn
@fadichamaty
@qualitycarenet

Top Tweeters in G4:
@ncoaging
@cntr4growth
@ziakhannyc
@gzielinskie
@fraym_io
@undpindia

Top Tweeters in G5:
@americares
@maternova
@macfound
@daysforgirls
@c2chaiti

Top Tweeters in G6:
@wezi_heartsound
@merckfoundation
@mbewesuzyo

Top Tweeters in G7:
@neel_shah
@grahamad
@ariadnelabs

Top Tweeters in G8:
@blogher
@wadesmom
@aprilcore

Top Tweeters in G9:
@thedemocrats
@legaldawn
@speakerpelosi


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