merckformothers, Twitter, 12/15/2021 12:10:32 AM, 268386


FAQ | Problem?

merckformothers_2021-12-14_15-44-42.xlsx
merckformothers_2021-12-14_15-44-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 15, 2021
Short Description:
merckformothers via NodeXL https://bit.ly/3dRSB2b
@merckformothers
@neel_shah
@e_meeting
@metiebetmd
@tarunsodha
@iamksealsallers
@drrachelsays
@femtechinsider
@results4dev
@merck

Top hashtags:
#healthsystems
#sistertalkseries
#maternalhealth
#endmaternalmortality

Description:
Description
The graph represents a network of 162 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, 14 December 2021 at 23:44 UTC.

The requested start date was Tuesday, 14 December 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, 0-hour, 47-minute period from Tuesday, 30 November 2021 at 14:00 UTC to Monday, 13 December 2021 at 14:47 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 : 162
Unique Edges : 171
Edges With Duplicates : 267
Total Edges : 438
Number of Edge Types : 5
Mentions : 206
MentionsInRetweet : 141
Replies to : 17
Retweet : 68
Tweet : 6
Self-Loops : 7
Reciprocated Vertex Pair Ratio : 0.0459770114942529
Reciprocated Edge Ratio : 0.0879120879120879
Connected Components : 5
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 158
Maximum Edges in a Connected Component : 436
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.946407
Graph Density : 0.0104669887278583
Modularity : 0.417077
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 162 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, 14 December 2021 at 23:44 UTC.

The requested start date was Tuesday, 14 December 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, 0-hour, 47-minute period from Tuesday, 30 November 2021 at 14:00 UTC to Monday, 13 December 2021 at 14:47 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://r4d.org/blog/ppe-lessons-from-kakamega-county-kenya/
[3] https://twitter.com/MerckforMothers/status/1468225663031296002
[2] https://www.merck.com/news/merck-announces-additional-150m-investment-through-2025-to-help-end-maternal-mortality-inequities/
[1] https://twitter.com/PendaHealth/status/1466324689492627457
[1] http://r4d.org/news/new-resource-for-facilitating-brokering-public-private-engagements-for-health/
[1] https://r4d.org/resources/journey-guide-for-effective-public-private-engagement-in-health/
[1] https://blog.naver.com/NBlogTop.naver?isHttpsRedirect=true&blogId=w_peacefoundation
[1] https://madamenoire.com/1303272/nbec-pens-letter-to-kamala-harris/
[1] https://twitter.com/birthequity/status/1469079469012910082
[1] https://twitter.com/BirthEquity/status/1468965974804086790

Top URLs in Tweet in G1:
[2] https://twitter.com/MerckforMothers/status/1468225663031296002
[1] https://twitter.com/PendaHealth/status/1466324689492627457
[1] https://www.merck.com/news/merck-announces-additional-150m-investment-through-2025-to-help-end-maternal-mortality-inequities/
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=642b56b9-5974-11ec-8bf3-574f6a624a4e&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0xMi0wNy9rYW1hbGEtaGFycmlzLXJvbGxzLW91dC1wbGFuLWZvci11LXMtbWF0ZXJuYWwtaGVhbHRoLWNyaXNpcw==
[1] https://www.margnews.com/2021/12/08/merck-devotes-an-additional-150-million-for-ending-maternal-mortality-inequities-by-2025/
[1] https://twitter.com/merckformothers/status/1468225663031296002
[1] https://twitter.com/Merck/status/1468177877153693699?s=20
[1] https://twitter.com/MerckforMothers/status/1466044425453379584
[1] https://insights.som.yale.edu/insights/health-veritas-saving-mothers-lives-ep-7

Top URLs in Tweet in G2:
[1] https://www.whitehouse.gov/briefing-room/statements-releases/2021/12/07/fact-sheet-vice-president-kamala-harris-announces-call-to-action-to-reduce-maternal-mortality-and-morbidity/

Top URLs in Tweet in G3:
[1] https://twitter.com/metiebetmd/status/1468199893739134976
[1] https://twitter.com/BirthEquity/status/1468965974804086790
[1] https://madamenoire.com/1303272/nbec-pens-letter-to-kamala-harris/
[1] https://twitter.com/birthequity/status/1469079469012910082
[1] https://www.whitehouse.gov/briefing-room/statements-releases/2021/12/07/initial-external-contributions-in-response-to-vice-president-kamala-harriss-call-to-action-to-reduce-maternal-mortality-and-morbidity/
[1] https://twitter.com/Merck/status/1468177877153693699
[1] https://www.merck.com/news/merck-announces-additional-150m-investment-through-2025-to-help-end-maternal-mortality-inequities/

Top URLs in Tweet in G4:
[1] https://blog.naver.com/NBlogTop.naver?isHttpsRedirect=true&blogId=w_peacefoundation

Top URLs in Tweet in G7:
[8] https://r4d.org/blog/ppe-lessons-from-kakamega-county-kenya/
[1] http://r4d.org/news/new-resource-for-facilitating-brokering-public-private-engagements-for-health/
[1] https://r4d.org/resources/journey-guide-for-effective-public-private-engagement-in-health/

Top URLs in Tweet in G8:
[1] https://femtechinsider.com/merck-for-mothers-150m-investment/

Top URLs in Tweet in G10:
[1] https://twitter.com/merckformothers/status/1466044425453379584
[1] https://twitter.com/MerckforMothers/status/1468225663031296002

Top Domains
Top Domains in Tweet in Entire Graph:
[12] twitter.com
[10] r4d.org
[2] merck.com
[2] whitehouse.gov
[1] naver.com
[1] madamenoire.com
[1] femtechinsider.com
[1] bloomberg.com
[1] margnews.com
[1] yale.edu

Top Domains in Tweet in G1:
[6] twitter.com
[1] merck.com
[1] bloomberg.com
[1] margnews.com
[1] yale.edu

Top Domains in Tweet in G2:
[1] whitehouse.gov

Top Domains in Tweet in G3:
[4] twitter.com
[1] madamenoire.com
[1] whitehouse.gov
[1] merck.com

Top Domains in Tweet in G4:
[1] naver.com

Top Domains in Tweet in G7:
[10] r4d.org

Top Domains in Tweet in G8:
[1] femtechinsider.com

Top Domains in Tweet in G10:
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[7] healthsystems
[6] sistertalkseries
[6] maternalhealth
[5] endmaternalmortality
[4] sistertalk
[3] maternalhealthdayofaction
[3] healthequity
[2] maternalmortality
[2] momentum
[2] maternaldayofaction



Top Hashtags in Tweet in G1:
[3] endmaternalmortality
[2] maternalmortality
[1] calltoaction
[1] humanrights
[1] sistertalkseries
[1] maternitymatters
[1] maternalhealthdayofaction
[1] maternalhealth
[1] 150million
[1] pharma

Top Hashtags in Tweet in G2:
[1] connectedbypurpose

Top Hashtags in Tweet in G3:
[5] sistertalkseries
[4] maternalhealth
[4] sistertalk
[2] maternaldayofaction
[2] momentum
[2] endmaternalmortality
[2] healthequity
[2] maternalhealthdayofaction
[1] respectfulmaternitycare
[1] reproductiveandsecualwellbeing

Top Hashtags in Tweet in G7:
[7] healthsystems
[1] uhcday
[1] healthforall

Top Hashtags in Tweet in G8:
[1] maternalhealth
[1] healthequity

Top Words
Top Words in Tweet in Entire Graph:
[89] merckformothers
[49] proud
[43] commitment
[37] maternal
[37] health
[34] metiebetmd
[27] merck
[27] today
[24] announce
[21] million

Top Words in Tweet in G1:
[31] merckformothers
[19] health
[19] merck
[18] maternal
[18] commitment
[12] today
[11] create
[10] announced
[10] further
[10] advance

Top Words in Tweet in G2:
[16] vp
[14] iamksealsallers
[14] maternal
[14] action
[13] health
[13] day
[12] today
[12] kamala
[12] harris
[12] hosting

Top Words in Tweet in G3:
[34] proud
[28] merckformothers
[27] metiebetmd
[16] commitment
[15] company
[15] million
[14] announce
[14] additional
[14] 150
[12] œtoday

Top Words in Tweet in G4:
[3] merck
[2] merckgroup
[2] merckformothers
[2] merckmanualpro
[2] usmerckproducts
[2] merckmanualhome
[2] whitehouse
[2] joebiden
[2] washingtonpost
[2] cnnbrk

Top Words in Tweet in G7:
[15] merckformothers
[12] lyndonmarani
[10] engagement
[9] chloe
[9] lanzara
[9] r4d
[9] work
[8] public
[8] private
[8] kenya

Top Words in Tweet in G8:
[3] merckformothers
[3] more
[2] merck
[2] announces
[2] another
[2] 150m
[2] investment
[2] help
[2] end
[2] maternal

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[27] maternal,health
[27] commitment,merckformothers
[24] proud,announce
[20] 150,million
[19] additional,150
[17] metiebetmd,proud
[17] white,house
[16] company,proud
[16] announce,additional
[16] million,commitment

Top Word Pairs in Tweet in G1:
[12] maternal,health
[12] commitment,merckformothers
[10] today,announced
[10] announced,commitment
[10] merckformothers,further
[10] further,advance
[10] mission,helping
[10] helping,create
[9] merck,today
[8] advance,initiativeâ

Top Word Pairs in Tweet in G2:
[13] maternal,health
[13] health,day
[13] day,action
[12] today,vp
[12] vp,kamala
[12] kamala,harris
[12] harris,hosting
[12] hosting,summit
[12] summit,mark
[12] mark,first

Top Word Pairs in Tweet in G3:
[15] metiebetmd,proud
[15] commitment,merckformothers
[14] company,proud
[14] proud,announce
[14] announce,additional
[14] additional,150
[14] 150,million
[14] million,commitment
[12] proud,œtoday
[12] œtoday,company

Top Word Pairs in Tweet in G4:
[2] merck,merckgroup
[2] merckgroup,merckformothers
[2] merckformothers,merckmanualpro
[2] merckmanualpro,usmerckproducts
[2] usmerckproducts,merckmanualhome
[2] merckmanualhome,whitehouse
[2] whitehouse,joebiden
[2] joebiden,washingtonpost
[2] washingtonpost,cnnbrk
[2] cnnbrk,cnbc

Top Word Pairs in Tweet in G7:
[9] chloe,lanzara
[8] public,private
[8] lanzara,lyndonmarani
[7] r4d,chloe
[7] work,merckformothers
[6] lyndonmarani,share
[5] private,engagement
[4] lessons,work
[4] kakamega,county
[3] share,lessons

Top Word Pairs in Tweet in G8:
[2] merck,announces
[2] announces,another
[2] another,150m
[2] 150m,investment
[2] investment,merckformothers
[2] merckformothers,help
[2] help,end
[2] end,maternal
[2] maternal,mortality
[2] mortality,inequities

Top Replied-To
Top Replied-To in Entire Graph:
@merckformothers
@merck
@iamksealsallers
@doccrearperry
@metiebetmd
@results4dev
@jacquecaglia
@maternityf

Top Replied-To in G1:
@merck
@merckformothers
@metiebetmd

Top Replied-To in G2:
@iamksealsallers
@metiebetmd

Top Replied-To in G3:
@doccrearperry
@merckformothers
@jacquecaglia

Top Replied-To in G4:
@merck

Top Replied-To in G5:
@maternityf

Top Replied-To in G6:
@merckformothers

Top Replied-To in G7:
@results4dev

Top Mentioned
Top Mentioned in Entire Graph:
@merckformothers
@metiebetmd
@vp
@merck
@lyndonmarani
@iamksealsallers
@doccrearperry
@villavimd
@birthequity

Top Mentioned in G1:
@merckformothers
@merck
@metiebetmd
@devex
@birthequity
@atayeshe
@margnewsin
@lifebankcares
@pendahealth

Top Mentioned in G2:
@vp
@iamksealsallers
@merckformothers
@neel_shah
@marchofdimes
@everymomcounts
@irthapp
@mavenclinic
@npicperinatal

Top Mentioned in G3:
@merckformothers
@metiebetmd
@villavimd
@doccrearperry
@birthequity
@acog
@atayeshe
@unfpa
@thetaranation
@mastercard

Top Mentioned in G4:
@merckgroup
@merckformothers
@merckmanualpro
@usmerckproducts
@merckmanualhome
@whitehouse
@joebiden
@washingtonpost
@cnnbrk
@cnbc

Top Mentioned in G5:
@laqshya_mh
@merckformothers
@usaid_rmncha
@unicefindia
@jhpiego
@ipeglobal
@nqocnindia
@careindia
@fernandezhospit
@aastarurmika

Top Mentioned in G6:
@metiebetmd
@womxnshc
@acogd2
@acog
@whitehouse
@theblackcaucus
@nmqf
@blkmamasmatter
@blackvoices
@ddiamond

Top Mentioned in G7:
@merckformothers
@lyndonmarani
@results4dev
@accesshi
@lagomarsinogina
@hermanlibulele2

Top Mentioned in G8:
@merckformothers
@nuvocares
@wearemarlow
@proovtest
@hormona7
@calderamedical
@femtechinsider

Top Mentioned in G9:
@merckformothers
@nighealthwatch
@sfhnigeria
@pathfinderint

Top Tweeters
Top Tweeters in Entire Graph:
@bbcnews
@cnbc
@nytimes
@washingtonpost
@abc
@wsj
@cnni
@comemigirano
@blackvoices
@nighealthwatch

Top Tweeters in G1:
@who
@devex
@producernurse
@atayeshe
@bcccc
@yalesom
@wraglobal
@doctoerhenia
@s_butterbaugh
@merck

Top Tweeters in G2:
@comemigirano
@missanabeem
@pampers
@familiesusa
@marchofdimes
@katsuyamasarah
@aamctoday
@bcbsassociation
@neel_shah
@marionrice

Top Tweeters in G3:
@mastercard
@unfpa
@keldaroe
@abcardio1
@doccrearperry
@acog
@thekeeliasilvis
@mamadaktari
@creditsuisse
@drrachelmbond

Top Tweeters in G4:
@bbcnews
@cnbc
@nytimes
@washingtonpost
@abc
@wsj
@cnni
@cnnbrk
@bbcbreaking
@thearcus

Top Tweeters in G5:
@jhpiego
@unicefindia
@careindia
@ipeglobal
@fernandezhospit
@usaid_rmncha
@maternityf
@nqocnindia
@tarunsodha
@aastarurmika

Top Tweeters in G6:
@blackvoices
@ddiamond
@theblackcaucus
@nmqf
@blkmamasmatter
@drrachelsays
@danieledawes
@whitehouse
@womxnshc
@acogd2

Top Tweeters in G7:
@results4dev
@accesshi
@lyndonmarani
@njblanchet
@ngrgitonga
@lagomarsinogina
@hermanlibulele2

Top Tweeters in G8:
@femtechinsider
@nuvocares
@calderamedical
@proovtest
@wearemarlow
@hormona7

Top Tweeters in G9:
@nighealthwatch
@pathfinderint
@sfhnigeria
@asknivi

Top Tweeters in G10:
@wengorat
@mariko74
@mercka
@vpa


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.