merckformothers, Twitter, 10/26/2021 10:09:22 PM, 264865


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merckformothers_2021-10-26_14-56-01.xlsx
merckformothers_2021-10-26_14-56-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 26, 2021
Short Description:
merckformothers via NodeXL https://bit.ly/3GrZd4g
@merckformothers
@_gyha
@ic3401
@results4dev
@scopeforimpact
@_theemarissad
@semasgaier
@metiebetmd
@aresofrome
@guano_col

Top hashtags:
#maternalhealth
#fundingthefuture
#surgotalks
#mentalhealth
#unitednationsday

Description:
Description
The graph represents a network of 55 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, 26 October 2021 at 21:56 UTC.

The requested start date was Tuesday, 26 October 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 13-day, 1-hour, 13-minute period from Tuesday, 12 October 2021 at 21:28 UTC to Monday, 25 October 2021 at 22:42 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 : 55
Unique Edges : 64
Edges With Duplicates : 34
Total Edges : 98
Number of Edge Types : 5
Mentions : 53
MentionsInRetweet : 22
Retweet : 13
Replies to : 8
Tweet : 2
Self-Loops : 2
Reciprocated Vertex Pair Ratio : 0.0428571428571429
Reciprocated Edge Ratio : 0.0821917808219178
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 55
Maximum Edges in a Connected Component : 98
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.772231
Graph Density : 0.0245791245791246
Modularity : 0.472407
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 55 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, 26 October 2021 at 21:56 UTC.

The requested start date was Tuesday, 26 October 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 13-day, 1-hour, 13-minute period from Tuesday, 12 October 2021 at 21:28 UTC to Monday, 25 October 2021 at 22:42 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:
[1] https://r4d.org/blog/the-journey-to-strengthening-mixed-health-systems/
[1] https://twitter.com/results4dev/status/1451578742006943745
[1] https://www.merckformothers.com/strengthening-systems-for-safer-childbirth.html
[1] https://twitter.com/FIGOHQ/status/1449314250514644996
[1] https://scopeimpact.fi/work/ideliver
[1] https://twitter.com/merckformothers/status/1450480994922946569
[1] https://vaxpain.us/
[1] https://nomoresilence.world/

Top URLs in Tweet in G1:
[1] https://twitter.com/FIGOHQ/status/1449314250514644996
[1] https://www.merckformothers.com/strengthening-systems-for-safer-childbirth.html
[1] https://vaxpain.us/
[1] https://nomoresilence.world/

Top URLs in Tweet in G2:
[1] https://scopeimpact.fi/work/ideliver

Top URLs in Tweet in G4:
[1] https://r4d.org/blog/the-journey-to-strengthening-mixed-health-systems/
[1] https://twitter.com/results4dev/status/1451578742006943745

Top URLs in Tweet in G5:
[1] https://twitter.com/merckformothers/status/1450480994922946569

Top Domains
Top Domains in Tweet in Entire Graph:
[3] twitter.com
[1] r4d.org
[1] merckformothers.com
[1] scopeimpact.fi
[1] vaxpain.us
[1] nomoresilence.world

Top Domains in Tweet in G1:
[1] twitter.com
[1] merckformothers.com
[1] vaxpain.us
[1] nomoresilence.world

Top Domains in Tweet in G2:
[1] scopeimpact.fi

Top Domains in Tweet in G4:
[1] r4d.org
[1] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5] maternalhealth
[3] fundingthefuture
[3] surgotalks
[2] mentalhealth
[1] unitednationsday
[1] endmaternalmortality
[1] unday
[1] figo2021
[1] tbt
[1] humancentereddesign



Top Hashtags in Tweet in G1:
[2] fundingthefuture
[1] unitednationsday
[1] endmaternalmortality
[1] unday
[1] mentalhealth
[1] worldmentalhealthday
[1] maternalhealth
[1] figo2021

Top Hashtags in Tweet in G2:
[1] tbt
[1] humancentereddesign
[1] throwback
[1] design4health

Top Hashtags in Tweet in G5:
[4] maternalhealth
[3] surgotalks
[1] mentalhealth
[1] fundingthefuture

Top Hashtags in Tweet in G6:
[1] mercksucks
[1] moneybeforehealthmerck
[1] kengriffinchinese

Top Words
Top Words in Tweet in Entire Graph:
[21] merckformothers
[15] more
[14] maternal
[13] health
[6] metiebetmd
[6] semasgaier
[6] vital
[6] sign
[5] systems
[5] #maternalhealth

Top Words in Tweet in G1:
[5] health
[5] merckformothers
[3] includes
[3] maternal
[3] more
[3] systems
[2] 's
[2] sustainable
[2] development
[2] goal

Top Words in Tweet in G2:
[2] merckformothers

Top Words in Tweet in G4:
[4] more
[4] health
[2] share
[2] work
[2] merckformothers
[2] mixed
[2] systems

Top Words in Tweet in G5:
[9] maternal
[7] merckformothers
[6] more
[6] semasgaier
[6] vital
[6] sign
[5] events
[5] metiebetmd
[4] #maternalhealth
[4] investment

Top Words in Tweet in G6:
[3] merckformothers
[3] merck
[2] timirons3
[2] things
[2] more
[2] important
[2] politics
[2] wellbeing
[2] one's
[2] parents

Top Words in Tweet in G7:
[2] mothers
[2] maternal

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6] vital,sign
[4] metiebetmd,merckformothers
[4] women,lived
[4] lived,experiences
[4] experiences,involved
[4] involved,investigating
[4] investigating,maternal
[4] maternal,near
[4] near,death
[4] death,events

Top Word Pairs in Tweet in G1:
[2] 's,sustainable
[2] sustainable,development
[2] development,goal
[2] goal,ensure
[2] ensure,healthy
[2] healthy,lives
[2] lives,everyone
[2] everyone,includes
[2] includes,those
[2] those,give

Top Word Pairs in Tweet in G4:
[2] mixed,health
[2] health,systems

Top Word Pairs in Tweet in G5:
[6] vital,sign
[4] women,lived
[4] lived,experiences
[4] experiences,involved
[4] involved,investigating
[4] investigating,maternal
[4] maternal,near
[4] near,death
[4] death,events
[4] events,deaths

Top Word Pairs in Tweet in G6:
[2] timirons3,merckformothers
[2] merckformothers,merck
[2] merck,things
[2] things,more
[2] more,important
[2] important,politics
[2] politics,wellbeing
[2] wellbeing,one's
[2] one's,parents

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@merckformothers
@semasgaier
@metiebetmd
@devex
@moh_kenya
@un
@yalesom
@merck
@keithmangam
@cicelysimone

Top Mentioned in G1:
@merckformothers
@un
@devex
@moh_kenya
@metiebetmd
@everymomcounts
@uber
@childrensnatl
@wraglobal
@conceptfndn

Top Mentioned in G2:
@merckformothers
@vecnacares
@johnshopkins
@hfogstad
@yet4uhc
@trans4m_health
@youthdeliver
@scopeforimpact
@optionsinhealth
@wellbeingafrica

Top Mentioned in G3:
@kirthikapg
@rittenhouse68
@keritoninc
@merckformothers
@mothersinvent
@motherhoodmat
@bmhcaucus

Top Mentioned in G4:
@merckformothers
@keithmangam
@cicelysimone
@nelsongitonga_
@walttzz
@results4dev

Top Mentioned in G5:
@merckformothers
@semasgaier
@metiebetmd
@yalesom
@devex
@moh_kenya

Top Mentioned in G6:
@merckformothers
@merck
@guano_col
@timirons3

Top Mentioned in G7:
@publichealth
@merckformothers

Top Tweeters
Top Tweeters in Entire Graph:
@un
@anneodmatthews
@insydeman
@devex
@wellbeingafrica
@_theemarissad
@guano_col
@johnshopkins
@uber
@timirons3

Top Tweeters in G1:
@un
@anneodmatthews
@insydeman
@devex
@uber
@jhpiego
@wraglobal
@temitayoe
@childrensnatl
@moh_kenya

Top Tweeters in G2:
@wellbeingafrica
@johnshopkins
@pmnch
@hfogstad
@youthdeliver
@efcniwecare
@optionsinhealth
@scopeforimpact
@vecnacares
@trans4m_health

Top Tweeters in G3:
@ic3401
@motherhoodmat
@mothersinvent
@coviuapp
@bmhcaucus
@keritoninc
@rittenhouse68
@kirthikapg

Top Tweeters in G4:
@results4dev
@courtneytolmie
@cicelysimone
@nelsongitonga_
@keithmangam
@walttzz

Top Tweeters in G5:
@prettypvalue
@yalesom
@semasgaier
@metiebetmd
@drheardgarris
@surgoventures

Top Tweeters in G6:
@guano_col
@timirons3
@merck
@waterfallnow
@aresofrome

Top Tweeters in G7:
@_theemarissad
@publichealth
@governorva