merckformothers, Twitter, 12/22/2020 11:25:00 PM, 243951


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merckformothers_2020-12-22_14-16-42.xlsx
merckformothers_2020-12-22_14-16-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 22, 2020
Short Description:
merckformothers via NodeXL https://bit.ly/3plbBtJ
@merckformothers
@hanabak4
@ladylavena
@alifish76445338
@wairungu
@results4dev
@metiebetmd
@mholland_va
@nabhit_kapur
@hamzanuur33

Top hashtags:
#evidenceforimpact
#allformothers
#endmaternalmortality
#uhcday

Description:
Description
The graph represents a network of 185 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, 22 December 2020 at 22:16 UTC.

The requested start date was Tuesday, 22 December 2020 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, 20-hour, 27-minute period from Tuesday, 08 December 2020 at 02:39 UTC to Monday, 21 December 2020 at 23:06 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 : 185
Unique Edges : 188
Edges With Duplicates : 392
Total Edges : 580
Number of Edge Types : 5
Mentions : 383
Retweet : 43
MentionsInRetweet : 104
Replies to : 34
Tweet : 16
Self-Loops : 19
Reciprocated Vertex Pair Ratio : 0.0342205323193916
Reciprocated Edge Ratio : 0.0661764705882353
Connected Components : 5
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 181
Maximum Edges in a Connected Component : 576
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.141584
Graph Density : 0.00799059929494712
Modularity : 0.379003
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 185 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, 22 December 2020 at 22:16 UTC.

The requested start date was Tuesday, 22 December 2020 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, 20-hour, 27-minute period from Tuesday, 08 December 2020 at 02:39 UTC to Monday, 21 December 2020 at 23:06 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://www.merckformothers.com/research/
[4] https://r4d.org/blog/opportunities-to-enrich-guidance-for-public-private-engagement-in-health/
[3] https://twitter.com/MerckforMothers/status/1336436191130955779
[2] https://twitter.com/MerckforMothers/status/839460727995809793
[2] https://us02web.zoom.us/webinar/register/WN_8p9a94oDS-mOIQ0HiWeIyw
[2] https://twitter.com/merckformothers/status/1336342906110668805
[1] https://www.merckformothers.com/where-we-work/usa.html
[1] https://www.youtube.com/watch?v=O_wNtKLsOTc&feature=youtu.be

[1] https://twitter.com/lotusoak2/status/1337017573423058947
[1] https://twitter.com/dontforgetmoms/status/1336563714242170880

Top URLs in Tweet in G1:
[5] https://www.merckformothers.com/research/
[2] https://twitter.com/MerckforMothers/status/839460727995809793
[1] https://us02web.zoom.us/webinar/register/WN_8p9a94oDS-mOIQ0HiWeIyw
[1] https://r4d.org/blog/opportunities-to-enrich-guidance-for-public-private-engagement-in-health/
[1] https://www.merckformothers.com/where-we-work/usa.html
[1] https://twitter.com/MerckforMothers/status/1336436191130955779
[1] https://twitter.com/dontforgetmoms/status/1336563714242170880
[1] https://twitter.com/merckformothers/status/1336342906110668805
[1] https://twitter.com/merckformothers/status/1336436191130955779
[1] https://twitter.com/merckformothers/status/1336442703933022208

Top URLs in Tweet in G3:
[1] https://www.youtube.com/watch?v=O_wNtKLsOTc&feature=youtu.be


Top URLs in Tweet in G5:
[1] https://twitter.com/lotusoak2/status/1337017573423058947

Top URLs in Tweet in G6:
[1] https://www.youtube.com/watch?v=g_5NovgA4Hs&feature=youtu.be

[1] https://twitter.com/safe_effective/status/1337258091683995648
[1] https://twitter.com/leehammondphoto/status/1336828868657864709

Top URLs in Tweet in G8:
[3] https://r4d.org/blog/opportunities-to-enrich-guidance-for-public-private-engagement-in-health/

Top URLs in Tweet in G9:
[1] https://www.merckformothers.com/research/

Top URLs in Tweet in G10:
[2] https://twitter.com/MerckforMothers/status/1336436191130955779
[1] https://www.merckformothers.com/docs/evidence-for-impact.pdf
[1] https://gatesopenresearch.org/articles/3-1475

Top Domains
Top Domains in Tweet in Entire Graph:
[14] twitter.com
[10] merckformothers.com
[4] r4d.org
[2] youtube.com
[2] zoom.us
[1] gatesopenresearch.org
[1] eventbrite.com

Top Domains in Tweet in G1:
[7] twitter.com
[6] merckformothers.com
[1] zoom.us
[1] r4d.org
[1] eventbrite.com

Top Domains in Tweet in G3:
[1] youtube.com

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

Top Domains in Tweet in G6:
[2] twitter.com
[1] youtube.com

Top Domains in Tweet in G8:
[3] r4d.org

Top Domains in Tweet in G9:
[1] merckformothers.com

Top Domains in Tweet in G10:
[2] twitter.com
[1] merckformothers.com
[1] gatesopenresearch.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[22] evidenceforimpact
[9] allformothers
[8] endmaternalmortality
[7] uhcday
[5] maternitymatters
[3] maternalhealthheroes
[3] movietrailers
[3] scientificabstracttrailers
[3] uhc
[3] livesinthebalance



Top Hashtags in Tweet in G1:
[20] evidenceforimpact
[9] allformothers
[8] endmaternalmortality
[5] maternitymatters
[3] uhcday
[3] maternalhealthheroes
[3] movietrailers
[3] scientificabstracttrailers
[3] livesinthebalance
[2] dyk

Top Hashtags in Tweet in G6:
[1] merckdontcare
[1] health
[1] ag

Top Hashtags in Tweet in G8:
[4] uhcday
[2] uhc
[1] healthforall

Top Hashtags in Tweet in G9:
[1] evidenceforimpact

Top Words
Top Words in Tweet in Entire Graph:
[77] merckformothers
[30] health
[27] merck
[22] #evidenceforimpact
[21] work
[20] research
[20] compendium
[19] maternal
[17] 2020
[16] collaborators

Top Words in Tweet in G1:
[42] merckformothers
[20] #evidenceforimpact
[18] research
[18] health
[17] 2020
[17] compendium
[16] work
[16] collaborators
[14] highlighting
[13] more

Top Words in Tweet in G2:
[16] merck
[11] merckformothers
[11] usmerckproducts
[11] joebiden
[11] washingtonpost
[11] cnnbrk
[11] cnbc
[11] wsj
[11] cnni
[11] nytimes

Top Words in Tweet in G3:
[6] moh_kenya
[6] philips
[6] merckformothers
[6] huawei
[6] gsk
[6] safaricomfdn
[5] sidchat1
[4] proud
[4] partnership
[3] kenyahe

Top Words in Tweet in G4:
[2] billgates
[2] gatesfoundation
[2] melindagates
[2] amazon
[2] fedex
[2] dhlglobal
[2] glblctzn
[2] merck
[2] merckformothers
[2] nhsengland

Top Words in Tweet in G5:
[2] thanks
[2] merckformothers
[2] zacksresearch
[2] pwcus
[2] fbi
[2] gerberding
[2] responsible
[2] bankofamerica
[2] blackrock
[2] vanguard_group

Top Words in Tweet in G6:
[5] merckformothers
[5] merck
[2] pfizercongress
[2] great
[2] lt

Top Words in Tweet in G7:
[4] dr
[4] bashir
[4] isaak
[4] head
[4] department
[4] family
[4] health
[4] kenya
[4] highlights
[4] importance

Top Words in Tweet in G8:
[7] mchaitkin
[7] cicelysimone
[7] daniela
[7] gutierrez
[7] share
[7] insights
[7] strengthening
[7] mixed
[7] health
[7] systems

Top Words in Tweet in G9:
[3] gulmezoglum
[3] thank
[3] merckformothers
[3] supporting
[3] hrpresearch
[3] champion
[3] trial
[3] global
[3] maternal
[3] sepsis

Top Words in Tweet in G10:
[2] asknivi
[2] partners
[2] important
[2] maternal
[2] pdf

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[17] research,compendium
[17] merck,merckformothers
[16] #evidenceforimpact,research
[15] 2020,#evidenceforimpact
[13] introducing,2020
[13] compendium,highlighting
[13] highlighting,work
[13] work,collaborators
[13] collaborators,scientific
[11] merckformothers,usmerckproducts

Top Word Pairs in Tweet in G1:
[15] 2020,#evidenceforimpact
[15] #evidenceforimpact,research
[15] research,compendium
[13] introducing,2020
[13] compendium,highlighting
[13] highlighting,work
[13] work,collaborators
[13] collaborators,scientific
[10] merckformothers,introducing
[10] scientific,re

Top Word Pairs in Tweet in G2:
[11] merck,merckformothers
[11] merckformothers,usmerckproducts
[11] usmerckproducts,joebiden
[11] joebiden,washingtonpost
[11] washingtonpost,cnnbrk
[11] cnnbrk,cnbc
[11] cnbc,wsj
[11] wsj,cnni
[11] cnni,nytimes
[11] nytimes,abc

Top Word Pairs in Tweet in G3:
[6] moh_kenya,philips
[6] philips,merckformothers
[6] merckformothers,huawei
[6] huawei,gsk
[6] gsk,safaricomfdn
[4] proud,partnership
[4] partnership,moh_kenya
[3] sidchat1,proud
[3] safaricomfdn,kenyahe
[3] safaricomfdn,kenyahealthfed

Top Word Pairs in Tweet in G4:
[2] billgates,gatesfoundation
[2] gatesfoundation,melindagates
[2] melindagates,amazon
[2] amazon,fedex
[2] fedex,dhlglobal
[2] dhlglobal,glblctzn
[2] glblctzn,merck
[2] merck,merckformothers
[2] merckformothers,nhsengland

Top Word Pairs in Tweet in G5:
[2] thanks,merckformothers
[2] merckformothers,zacksresearch
[2] zacksresearch,pwcus
[2] pwcus,fbi
[2] fbi,gerberding
[2] gerberding,responsible
[2] responsible,bankofamerica
[2] bankofamerica,blackrock
[2] blackrock,vanguard_group

Top Word Pairs in Tweet in G6:
[4] merck,merckformothers

Top Word Pairs in Tweet in G7:
[4] dr,bashir
[4] bashir,isaak
[4] isaak,head
[4] head,department
[4] department,family
[4] family,health
[4] health,kenya
[4] kenya,highlights
[4] highlights,importance
[4] importance,using

Top Word Pairs in Tweet in G8:
[7] mchaitkin,cicelysimone
[7] cicelysimone,daniela
[7] daniela,gutierrez
[7] gutierrez,share
[7] share,insights
[7] insights,strengthening
[7] strengthening,mixed
[7] mixed,health
[7] health,systems
[6] systems,project

Top Word Pairs in Tweet in G9:
[3] thank,merckformothers
[3] merckformothers,supporting
[3] supporting,hrpresearch
[3] hrpresearch,champion
[3] champion,trial
[3] trial,global
[3] global,maternal
[3] maternal,sepsis
[3] sepsis,others
[2] gulmezoglum,thank

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@merckformothers
@metiebetmd
@usmerckproducts
@joebiden
@washingtonpost
@cnnbrk
@cnbc
@wsj
@cnni
@nytimes

Top Mentioned in G1:
@merckformothers
@metiebetmd
@devex
@uhc2030
@who
@pmnch
@jhpiego
@manyata4mothers
@results4dev
@rajpanjabi

Top Mentioned in G2:
@merckformothers
@usmerckproducts
@joebiden
@washingtonpost
@cnnbrk
@cnbc
@wsj
@cnni
@nytimes
@abc

Top Mentioned in G3:
@moh_kenya
@philips
@merckformothers
@huawei
@gsk
@safaricomfdn
@sidchat1
@kenyahe
@kenyahealthfed
@kenyaredcross

Top Mentioned in G4:
@gatesfoundation
@melindagates
@amazon
@fedex
@dhlglobal
@glblctzn
@merck
@merckformothers
@nhsengland
@ladylavena

Top Mentioned in G5:
@merckformothers
@zacksresearch
@pwcus
@fbi
@bankofamerica
@blackrock
@vanguard_group
@alifish76445338
@northerntrust
@weaponizedword1

Top Mentioned in G6:
@merckformothers
@merck
@pfizercongress
@laurenhprice
@vanjones68
@tracisa
@novartis
@lillypad

Top Mentioned in G7:
@wairungu
@pathadvocacy
@rmuganda1
@merckformothers
@jhpiego
@wmanguyu
@angienguku
@jillianfoote

Top Mentioned in G8:
@mchaitkin
@cicelysimone
@results4dev
@me
@merckformothers

Top Mentioned in G9:
@gulmezoglum
@merckformothers
@hrpresearch
@conceptf
@conceptfndn

Top Mentioned in G10:
@asknivi
@merckformothers
@ericpgreen

Top Tweeters
Top Tweeters in Entire Graph:
@franley12
@bbcnews
@nytimes
@cnbc
@washingtonpost
@abc
@cnn
@wsj
@tmz
@cnni

Top Tweeters in G1:
@franley12
@traumaofbirth
@drvshsjeep
@who
@devex
@pennyjth
@hcrffngo
@mohfw_india
@whereisvonna
@dianaorrock

Top Tweeters in G2:
@bbcnews
@nytimes
@cnbc
@washingtonpost
@abc
@cnn
@wsj
@cnni
@cnnbrk
@usairforce

Top Tweeters in G3:
@kenyaredcross
@huawei
@sidchat1
@atayeshe
@melissafleming
@gsk
@philips
@moh_kenya
@amb_a_mohammed
@amado_de_andres

Top Tweeters in G4:
@tmz
@glblctzn
@nhsengland
@justintr
@amazon
@justintrudeau
@ladylavena
@fedex
@mayorbowser
@rashidatlaib

Top Tweeters in G5:
@zacksresearch
@vanguard_group
@pwcus
@weaponizedword1
@deutschebank
@mckinsey
@blackrock
@fbi
@bankofamerica
@genrescue

Top Tweeters in G6:
@lotusoak2
@vanjones68
@guano_col
@mholland_va
@lillypad
@novartis
@merck
@eleutheriaall
@scrapakaharpazo
@pfizercongress

Top Tweeters in G7:
@jhpiego
@pathadvocacy
@marymarymuia
@bidinitiative
@angienguku
@melissawandah
@wairungu
@rmuganda1
@jillianfoote
@wmanguyu

Top Tweeters in G8:
@mallampelliks
@results4dev
@thegff
@cashin_cheryl
@courtneytolmie
@mchaitkin
@cicelysimone
@me

Top Tweeters in G9:
@mamadaktari
@hrpresearch
@debrajackson58
@gulmezoglum
@conceptfndn
@conceptf

Top Tweeters in G10:
@sgoyal77
@benbellows
@ericpgreen
@asknivi


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