merckformothers, Twitter, 11/8/2019 9:07:37 PM, 215797


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merckformothers_2019-11-08_12-28-52.xlsx
merckformothers_2019-11-08_12-28-52.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 08, 2019
Short Description:
merckformothers via NodeXL http://bit.ly/2NymV5H
@merckformothers
@nighealthwatch
@metiebetmd
@xezalkarduki
@dndcom2
@jtlilley
@neelanjanagupta
@kimboller1
@wte1024
@nicholsonfornj

Top hashtags:
#burundi
#maternalmortality
#maternalhealthandsafety
#oped

Description:
Description
The graph represents a network of 208 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 Friday, 08 November 2019 at 20:28 UTC.

The requested start date was Wednesday, 06 November 2019 at 01:01 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, 20-hour, 10-minute period from Wednesday, 23 October 2019 at 03:20 UTC to Tuesday, 05 November 2019 at 23:30 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 : 208
Unique Edges : 372
Edges With Duplicates : 251
Total Edges : 623
Number of Edge Types : 3
Mentions : 585
Replies to : 36
Tweet : 2
Self-Loops : 2
Reciprocated Vertex Pair Ratio : 0.0568181818181818
Reciprocated Edge Ratio : 0.10752688172043
Connected Components : 2
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 203
Maximum Edges in a Connected Component : 618
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.871465
Graph Density : 0.0107998885172798
Modularity : 0.484789
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 208 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 Friday, 08 November 2019 at 20:28 UTC.

The requested start date was Wednesday, 06 November 2019 at 01:01 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, 20-hour, 10-minute period from Wednesday, 23 October 2019 at 03:20 UTC to Tuesday, 05 November 2019 at 23:30 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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[11] https://www.forbes.com/sites/charlesrtaylor/2019/10/30/how-merck-for-mothers-is-addressing-maternal-mortality/
[4] https://twitter.com/merck/status/1191532743554936832
[3] https://www.nj.com/opinion/2019/10/we-are-collaborating-and-innovating-to-save-mothers-lives-nj-coalition.html
[3] https://www.forbes.com/sites/charlesrtaylor/2019/10/30/how-merck-for-mothers-is-addressing-maternal-mortality/#45e2955c6970
[2] https://www.self.com/story/organizations-activists-fighting-black-maternal-mortality
[1] https://twitter.com/njdotcom/status/1188906852106592256
[1] http://www.topafricanews.com/2019/10/28/the-first-lady-of-burundi-releases-a-song-to-contribute-to-merck-more-than-a-mother-and-break-infertility-stigma/
[1] http://www.qualityforum.org/WorkArea/linkit.aspx?LinkIdentifier=id&ItemID=91325
[1] https://twitter.com/merckformothers/status/1190267451126226945
[1] https://www.kff.org/news-summary/more-news-in-global-health-424/

Top URLs in Tweet in G1:
[2] https://twitter.com/merck/status/1191532743554936832
[2] https://www.self.com/story/organizations-activists-fighting-black-maternal-mortality
[2] https://www.forbes.com/sites/charlesrtaylor/2019/10/30/how-merck-for-mothers-is-addressing-maternal-mortality/
[1] https://www.crowdrise.com/o/en/campaign/2019-golden-gate-half-marathon-and-5k
[1] https://twitter.com/MEtiebetMD/status/1191067271164243969
[1] http://www.qualityforum.org/WorkArea/linkit.aspx?LinkIdentifier=id&ItemID=91325
[1] https://twitter.com/njdotcom/status/1188906852106592256
[1] http://www.topafricanews.com/2019/10/28/the-first-lady-of-burundi-releases-a-song-to-contribute-to-merck-more-than-a-mother-and-break-infertility-stigma/
[1] https://www.forbes.com/sites/charlesrtaylor/2019/10/30/how-merck-for-mothers-is-addressing-maternal-mortality/#4a9172f6970a
[1] https://www.thelancet.com/pdfs/journals/lancet/PIIS0140-6736(16)31470-2.pdf

Top URLs in Tweet in G2:
[1] https://www.forbes.com/sites/charlesrtaylor/2019/10/30/how-merck-for-mothers-is-addressing-maternal-mortality/#31476c366970
[1] https://www.forbes.com/sites/charlesrtaylor/2019/10/30/how-merck-for-mothers-is-addressing-maternal-mortality/

Top URLs in Tweet in G3:
[3] https://www.forbes.com/sites/charlesrtaylor/2019/10/30/how-merck-for-mothers-is-addressing-maternal-mortality/
[2] https://twitter.com/merck/status/1191532743554936832
[1] https://twitter.com/merckformothers/status/1190267451126226945
[1] https://twitter.com/MHTF/status/1182025475880837120
[1] https://www.kff.org/news-summary/more-news-in-global-health-424/
[1] https://twitter.com/metiebetmd/status/1189754919470780417

Top URLs in Tweet in G4:
[3] https://www.nj.com/opinion/2019/10/we-are-collaborating-and-innovating-to-save-mothers-lives-nj-coalition.html
[1] https://twitter.com/nicholsonfornj/status/1189209044273258496
[1] https://twitter.com/Vapingit/status/1184901795858001920

Top URLs in Tweet in G6:
[5] https://www.forbes.com/sites/charlesrtaylor/2019/10/30/how-merck-for-mothers-is-addressing-maternal-mortality/
[3] https://www.forbes.com/sites/charlesrtaylor/2019/10/30/how-merck-for-mothers-is-addressing-maternal-mortality/#45e2955c6970
[1] https://www.eventbrite.com/e/montclair-state-maternal-health-123formoms-on-jan-22-2020-tickets-78999141559

Top URLs in Tweet in G7:
[1] https://www.avenueedmonton.com/top-40-under-40/2019/richard-oster/

Top URLs in Tweet in G8:
[1] https://deliverforgood.org/taking-a-total-market-approach-to-saving-mothers-a-nigeria-success-story/

Top URLs in Tweet in G10:
[1] https://www.instagram.com/p/B4PEyY1hyxj/?igshid=fqajvrp0x8nm

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[16] burundi
[11] maternalmortality
[11] maternalhealthandsafety
[10] oped
[9] goldengatehalfmarathon
[9] nj
[8] endmaternalmortality
[7] saferchildbirthcities
[5] runthebridge
[5] maternalhealth



Top Hashtags in Tweet in G1:
[16] burundi
[5] endmaternalmortality
[4] allformothers
[3] saferchildbirthcities
[2] maternalhealth
[2] merckemployees
[2] maternalmortality
[2] goldengatehalfmarathon
[1] oped
[1] deliverforgood

Top Hashtags in Tweet in G2:
[3] qualityhealthnaija
[2] givingbirthinnigeria
[1] endmaternalmortality
[1] quality

Top Hashtags in Tweet in G3:
[7] goldengatehalfmarathon
[5] runthebridge
[2] endmaternalmortality
[2] strangebedfellows
[2] transformationalleadership
[2] makethisalldifferent
[1] ssf
[1] womensnetwork
[1] liveit
[1] maternalmortality

Top Hashtags in Tweet in G4:
[10] maternalhealthandsafety
[9] nj
[8] maternalmortality
[8] oped
[3] saferchildbirthcities
[2] maternalhealth
[2] nurturenj
[2] racialjustice
[1] medicaid
[1] inequality

Top Hashtags in Tweet in G6:
[1] racialjustice
[1] maternalhealthandsafety
[1] oped
[1] maternaljustice

Top Hashtags in Tweet in G7:
[1] pregnancypathways

Top Hashtags in Tweet in G8:
[2] deliverforgood

Top Words
Top Words in Tweet in Entire Graph:
[93] Words in Sentiment List#1: Positive
[35] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[3309] Non-categorized Words
[3437] Total Words
[105] merckformothers
[53] metiebetmd
[28] merck
[25] maternal
[23] nicholsonfornj

Top Words in Tweet in G1:
[42] merckformothers
[16] #burundi
[15] pour
[14] sinrenovat
[14] première
[14] dame
[14] 1stladyburundi
[14] décorée
[14] par
[14] fondation

Top Words in Tweet in G2:
[11] metiebetmd
[9] temitayoe
[9] epiafric
[8] msdformothers
[8] iyadunnio1
[8] africarenigeria
[8] pharmaccessnig
[8] abimbolaonaolu
[7] merckformothers
[7] shopsplus

Top Words in Tweet in G3:
[26] merckformothers
[20] metiebetmd
[16] merck
[11] everymomcounts
[9] runteamemc
[7] #goldengatehalfmarathon
[7] raise
[5] quality
[5] start
[5] #runthebridge

Top Words in Tweet in G4:
[19] nicholsonfornj
[18] kimboller1
[15] burkefoundation
[12] merckformothers
[11] mchnj
[10] #maternalhealthandsafety
[9] read
[9] metiebetmd
[9] co
[9] #nj

Top Words in Tweet in G5:
[2] childrensrights

Top Words in Tweet in G6:
[10] merckformothers
[8] addressing
[8] maternal
[8] mortality
[8] forbes
[5] metiebetmd
[3] merck
[3] mothers
[2] momsrising
[2] #maternalju

Top Words in Tweet in G7:
[2] richard

Top Words in Tweet in G8:
[4] pathfinderint
[4] colleagues
[3] today
[3] joined
[3] partners
[3] facilitating
[3] training
[3] patent
[3] proprietary
[3] state

Top Words in Tweet in G9:
[3] things
[3] happening
[3] improve
[3] maternal
[3] infant
[3] health
[3] implicit
[3] ummcnews
[3] baby
[3] tobacco

Top Words in Tweet in G10:
[2] such
[2] great
[2] privilege
[2] make
[2] video
[2] excellency
[2] president
[2] ghana
[2] nakufoaddo
[2] heads

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[15] maternal,mortality
[14] première,dame
[14] dame,#burundi
[14] #burundi,1stladyburundi
[14] 1stladyburundi,décorée
[14] décorée,par
[14] par,fondation
[14] fondation,merckformothers
[14] merckformothers,pour
[14] pour,ses

Top Word Pairs in Tweet in G1:
[14] première,dame
[14] dame,#burundi
[14] #burundi,1stladyburundi
[14] 1stladyburundi,décorée
[14] décorée,par
[14] par,fondation
[14] fondation,merckformothers
[14] merckformothers,pour
[14] pour,ses
[14] ses,actions

Top Word Pairs in Tweet in G2:
[8] msdformothers,metiebetmd
[8] metiebetmd,temitayoe
[8] temitayoe,iyadunnio1
[8] iyadunnio1,epiafric
[8] epiafric,africarenigeria
[8] africarenigeria,pharmaccessnig
[8] pharmaccessnig,abimbolaonaolu
[7] abimbolaonaolu,shopsplus
[5] nighealthwatch,msdformothers
[4] shopsplus,abtassociates

Top Word Pairs in Tweet in G3:
[10] merck,merckformothers
[9] merckformothers,everymomcounts
[9] everymomcounts,runteamemc
[9] metiebetmd,merck
[5] runteamemc,start
[5] start,#goldengatehalfmarathon
[5] #goldengatehalfmarathon,#runthebridge
[5] #runthebridge,raise
[4] merck,colleagues
[3] raise,awareness

Top Word Pairs in Tweet in G4:
[8] new,jersey
[8] jersey,currently
[8] currently,5th
[8] 5th,highest
[8] highest,#maternalmortality
[8] #maternalmortality,rate
[8] rate,country
[8] country,read
[8] read,op
[8] op,ed

Top Word Pairs in Tweet in G6:
[8] addressing,maternal
[8] maternal,mortality
[8] mortality,forbes
[5] metiebetmd,merckformothers
[5] merckformothers,addressing
[3] merck,mothers
[3] mothers,addressing
[3] forbes,merckformothers
[2] momsrising,merck
[2] merckformothers,#maternalju

Top Word Pairs in Tweet in G8:
[3] today,joined
[3] joined,pathfinderint
[3] pathfinderint,colleagues
[3] colleagues,partners
[3] partners,facilitating
[3] facilitating,training
[3] training,patent
[3] patent,proprietary
[2] sulaiman2316059,today
[2] proprietary,med

Top Word Pairs in Tweet in G9:
[3] things,happening
[3] happening,improve
[3] improve,maternal
[3] maternal,infant
[3] infant,health
[3] health,implicit
[3] implicit,ummcnews
[3] ummcnews,baby
[3] baby,tobacco
[3] tobacco,free

Top Word Pairs in Tweet in G10:
[2] such,great
[2] great,privilege
[2] privilege,make
[2] make,video
[2] video,excellency
[2] excellency,president
[2] president,ghana
[2] ghana,nakufoaddo
[2] nakufoaddo,heads
[2] heads,state

Top Replied-To
Top Replied-To in Entire Graph:
@merckformothers
@metiebetmd
@mchnj
@msdformothers
@lauriemyershl
@philipcullen
@forgingfamilie
@sinrenovat
@njdotcom
@topafricanewsc

Top Replied-To in G1:
@merckformothers
@lauriemyershl
@cclaremdmph
@jillgw
@wte1024
@topafricanewsc
@sinrenovat
@forgingfamilie
@philipcullen
@leighgt

Top Replied-To in G2:
@msdformothers
@nighealthwatch

Top Replied-To in G3:
@metiebetmd

Top Replied-To in G4:
@mchnj
@njdotcom
@drarturonj

Top Replied-To in G5:
@edipyuksel

Top Replied-To in G6:
@merckformothers

Top Mentioned
Top Mentioned in Entire Graph:
@merckformothers
@metiebetmd
@merck
@kimboller1
@nicholsonfornj
@burkefoundation
@forbes
@1stladyburundi
@everymomcounts
@sinrenovat

Top Mentioned in G1:
@merckformothers
@1stladyburundi
@sinrenovat
@metiebetmd
@blkmamasmatter
@merck
@merckandmothers
@melindagates
@kimboller1
@forbes

Top Mentioned in G2:
@metiebetmd
@temitayoe
@iyadunnio1
@epiafric
@africarenigeria
@pharmaccessnig
@abimbolaonaolu
@merckformothers
@shopsplus
@msdformothers

Top Mentioned in G3:
@merckformothers
@merck
@metiebetmd
@everymomcounts
@runteamemc
@forbes
@merckiminspired
@pompysridhar
@neelanjanagupta

Top Mentioned in G4:
@kimboller1
@nicholsonfornj
@burkefoundation
@merckformothers
@metiebetmd
@mchnj
@hmhnewjersey
@njdeptofhealth
@drarturonj
@njdotcom

Top Mentioned in G5:
@savethechildren
@children
@bbccin
@childrensrights
@cssd_govnl
@hrw
@unicef
@mothershippod
@mothershipsg
@msdformothers

Top Mentioned in G6:
@merckformothers
@forbes
@metiebetmd
@momsrising
@kimboller1
@mchnj
@nicholsonfornj
@njdotcom

Top Mentioned in G7:
@ahs
@merckformothers
@rahfoundation
@theecf
@bmhc
@ywcaedmonton
@singhameeta
@avenueedmonton

Top Mentioned in G8:
@pathfinderint
@merckformothers
@sulaiman2316059
@fp2020global
@quamlois
@temitayoe
@metiebetmd
@merck
@womendeliver

Top Mentioned in G9:
@ummcnews
@msdh
@wte1024
@merckformothers
@mspqc

Top Mentioned in G10:
@nakufoaddo
@dir_kofi_awuah
@cwesioteng
@merckfoundation

Top Tweeters
Top Tweeters in Entire Graph:
@nytimes
@ap
@forbes
@momsrising
@vapingit
@njdotcom
@philipcullen
@lolo_cy
@selfmagazine
@edipyuksel

Top Tweeters in G1:
@philipcullen
@selfmagazine
@leighgt
@bugarama124
@sinrenovat
@elmanariyo
@kamwenubusa6
@iradukundad5
@natqualityforum
@dee_cra

Top Tweeters in G2:
@lolo_cy
@nighealthwatch
@ekemma
@wellbeingafrica
@drweyoms
@rashidahabdul
@mallampelliks
@drzobo
@abtassociates
@naanahsa

Top Tweeters in G3:
@mclemoremr
@kff
@addasogot
@merckiminspired
@brookingsindia
@babymed_ke
@abortionfront
@hijoeylopez
@shamikaravi
@everymomcounts

Top Tweeters in G4:
@vapingit
@njdotcom
@healthmcrhc
@wk_kellogg_fdn
@drshannacombs
@acog
@njdeptofhealth
@first_candle
@hmhnewjersey
@camdenhealth

Top Tweeters in G5:
@nytimes
@ap
@edipyuksel
@hrw
@unicef
@savethechildren
@mothershipsg
@bbccin
@mothersunion
@children

Top Tweeters in G6:
@forbes
@momsrising
@dianalimongi
@monica_kerrigan
@iamksealsallers
@adaeze_oreh
@jillgw
@jawprmom
@avegenhealth

Top Tweeters in G7:
@rahfoundation
@avenueedmonton
@ywcaedmonton
@theecf
@jtlilley
@singhameeta
@bmhc
@ahs

Top Tweeters in G8:
@a__abram
@fp2020global
@womendeliver
@pathfinderint
@quamlois
@sulaiman2316059

Top Tweeters in G9:
@fbrownwilliams
@ummcnews
@wte1024
@msdh
@anniecafer
@mspqc

Top Tweeters in G10:
@cwesioteng
@nakufoaddo
@merckfoundation
@ultra_rrich
@dir_kofi_awuah