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merckformothers_2021-02-23_14-16-41.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
February 24, 2021
Short Description:
merckformothers via NodeXL https://bit.ly/2ZLSy0P
@merckformothers
@arthuraraujoso2
@thelastatom
@sidchat1
@merck
@metiebetmd
@supermanhpv
@damolaowoseye
@bukolaafeni
@msdformothers

Top hashtags:
#saferchildbirthcities
#blackhistorymonth
#endmaternalmortality

Description:
Description
The graph represents a network of 175 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 February 2021 at 22:16 UTC.

The requested start date was Tuesday, 23 February 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, 1-hour, 15-minute period from Tuesday, 09 February 2021 at 09:56 UTC to Monday, 22 February 2021 at 11:11 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 : 175
Unique Edges : 183
Edges With Duplicates : 177
Total Edges : 360
Number of Edge Types : 5
Retweet : 70
MentionsInRetweet : 123
Mentions : 142
Tweet : 10
Replies to : 15
Self-Loops : 10
Reciprocated Vertex Pair Ratio : 0.04
Reciprocated Edge Ratio : 0.0769230769230769
Connected Components : 5
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 168
Maximum Edges in a Connected Component : 353
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.950317
Graph Density : 0.00853858784893268
Modularity : 0.516755
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 175 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 February 2021 at 22:16 UTC.

The requested start date was Tuesday, 23 February 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, 1-hour, 15-minute period from Tuesday, 09 February 2021 at 09:56 UTC to Monday, 22 February 2021 at 11:11 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:
[5] https://twitter.com/people/status/1361678783368077316
[3] https://twitter.com/MerckforMothers/status/1354428838877540354
[3] https://r4d.org/blog/dont-forget-the-softer-engagement-factors-in-public-private-engagements-for-health/
[2] https://people.com/health/racial-disparities-in-healthcare-high-maternal-mortality-rates/
[2] https://www.merckformothers.com/
[2] https://twitter.com/merckformothers/status/1354428838877540354
[1] https://www.syndicatemarketresearch.com/market-analysis/epigenetics-market.html
[1] https://www.syndicatemarketresearch.com/market-analysis/brain-tumor-diagnosis-and-treatment-market.html
[1] https://www.syndicatemarketresearch.com/market-analysis/bio-pharma-market.html
[1] https://www.everywomaneverychild.org/collective-business-action-to-reduce-maternal-mortality-in-kenya/

Top URLs in Tweet in G1:
[3] https://r4d.org/blog/dont-forget-the-softer-engagement-factors-in-public-private-engagements-for-health/
[1] https://www.merckformothers.com/SaferChildbirthCities/
[1] https://www.merckformothers.com/
[1] https://twitter.com/professortd/status/1363292937967255552
[1] https://people.com/health/racial-disparities-in-healthcare-high-maternal-mortality-rates/?utm_campaign=peoplemagazine&utm_content=new&utm_medium=social&utm_source=twitter.com&utm_term=602bd1cf49ab4100012d625f
[1] https://people.com/health/racial-disparities-in-healthcare-high-maternal-mortality-rates/
[1] https://www.stltoday.com/lifestyles/health-med-fit/health/jamaa-birth-village-wins-1-million-grant-to-reduce-racial-disparities-in-maternal-mortality-will/article_9e472dbe-c1f8-52e5-8e53-1dd38d506431.html
[1] https://twitter.com/people/status/1361678783368077316
[1] https://twitter.com/merckformothers/status/1354428838877540354
[1] http://www.saferchildbirthcities.com

Top URLs in Tweet in G2:
[1] https://www.syndicatemarketresearch.com/market-analysis/epigenetics-market.html
[1] https://www.syndicatemarketresearch.com/market-analysis/antidiabetic-thiazolidinediones-market.html
[1] https://www.syndicatemarketresearch.com/market-analysis/bio-pharma-market.html
[1] https://www.syndicatemarketresearch.com/market-analysis/brain-tumor-diagnosis-and-treatment-market.html

Top URLs in Tweet in G4:
[4] https://twitter.com/people/status/1361678783368077316
[1] https://people.com/health/racial-disparities-in-healthcare-high-maternal-mortality-rates/
[1] https://twitter.com/stltoday/status/1355135354286841860
[1] https://behavr.com/nurturevr/

Top URLs in Tweet in G5:
[1] https://www.google.com/sorry/index?continue=https://m.youtube.com/watch%3Fv%3DY-3s1oUBBhQ%26fbclid%3DIwAR2Ak6WS1z0T10N7AEmUWhFgjXcFF3LCTEWHOPf_1R0_mWe2olfgzbTKFaI&q=EgS4SO-bGMv91YEGIhkA8aeDS4g4bm9bGgP8WpjR0Q_X66671JSJMgFy

Top URLs in Tweet in G6:
[1] https://www.everywomaneverychild.org/collective-business-action-to-reduce-maternal-mortality-in-kenya/

Top URLs in Tweet in G7:
[1] https://www.afro.who.int/news/nigeria-pushes-companionship-labour-improve-maternal-health-services

Top URLs in Tweet in G8:
[1] https://www.merckformothers.com/

Top URLs in Tweet in G9:
[1] https://www.devex.com/news/sponsored/opinion-safeguarding-quality-maternal-care-during-a-pandemic-98710

Top URLs in Tweet in G10:
[1] https://scopeimpact.fi/work/ideliver

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[23] saferchildbirthcities
[11] blackhistorymonth
[7] endmaternalmortality
[5] covid19
[3] maternalhealth
[2] maternitymatters
[2] hearher
[2] healthdisparities
[2] blackmaternalhealth
[2] choosetochallenge



Top Hashtags in Tweet in G1:
[18] saferchildbirthcities
[5] endmaternalmortality
[2] blackhistorymonth
[2] choosetochallenge
[2] maternitymatters
[1] covid19
[1] client
[1] healthcare
[1] future
[1] fosamaxkills

Top Hashtags in Tweet in G2:
[1] epigenetics_market_demand
[1] antidiabetic_thiazolidinediones_market_demand
[1] bio_pharma_market_share_size_2020
[1] brain_tumor_diagnosis_treatment_market

Top Hashtags in Tweet in G4:
[5] saferchildbirthcities
[2] endmaternalmortality
[2] hearher
[2] healthdisparities
[2] maternalhealth
[2] blackmaternalhealth
[1] birthequity
[1] covid19
[1] blackhistorymonth
[1] healthequity

Top Hashtags in Tweet in G5:
[8] blackhistorymonth
[1] merck
[1] pfizer
[1] moderna

Top Hashtags in Tweet in G9:
[1] covid19

Top Hashtags in Tweet in G10:
[1] tbt
[1] humancentereddesign

Top Words
Top Words in Tweet in Entire Graph:
[85] merckformothers
[37] maternal
[36] re
[31] health
[27] merck
[23] #saferchildbirthcities
[19] women
[18] raising
[18] awareness
[17] help

Top Words in Tweet in G1:
[50] merckformothers
[22] re
[21] health
[19] maternal
[18] #saferchildbirthcities
[16] people
[16] initiative
[15] help
[15] healthy
[15] safe

Top Words in Tweet in G2:
[4] global
[4] market
[4] 2026
[4] merckformothers
[3] 2020
[2] pfizer

Top Words in Tweet in G4:
[18] merckformothers
[8] metiebetmd
[7] work
[6] mommasvoices
[6] cdc_drh
[6] marchofdimes
[5] honored
[5] share
[5] partners
[5] birthequity

Top Words in Tweet in G5:
[16] merck
[8] during
[8] #blackhistorymonth
[8] re
[8] raising
[8] awareness
[8] maternal
[8] mortality
[8] rate
[8] 3x

Top Words in Tweet in G6:
[6] unkenya
[5] discussed
[5] role
[5] big
[5] data
[5] technology
[5] innovation
[5] leapfrog
[5] sdgs
[5] kenya

Top Words in Tweet in G7:
[3] mobilepunch
[3] dnnafrica24
[3] frankajufo
[3] nphcdang
[3] nmanigeria
[3] nursingworld_ng
[3] mayowapost
[3] merckformothers
[2] damolaowoseye
[2] bukolaafeni

Top Words in Tweet in G8:
[4] moms
[3] valentine
[3] day
[3] re
[3] raising
[3] awareness
[3] maternal
[3] mental
[3] health
[3] retweet

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[18] re,raising
[18] raising,awareness
[18] awareness,maternal
[16] maternal,mortality
[14] #saferchildbirthcities,initiative
[14] healthy,pregnancy
[14] pregnancy,safe
[13] re,growing
[13] growing,#saferchildbirthcities
[13] initiative,created

Top Word Pairs in Tweet in G1:
[14] #saferchildbirthcities,initiative
[13] re,growing
[13] growing,#saferchildbirthcities
[13] initiative,created
[13] created,help
[13] help,people
[13] people,healthy
[13] healthy,pregnancy
[13] pregnancy,safe
[12] merckformothers,re

Top Word Pairs in Tweet in G2:
[3] 2020,2026

Top Word Pairs in Tweet in G4:
[5] honored,share
[5] share,work
[5] work,merckformothers
[5] merckformothers,partners
[5] partners,mommasvoices
[5] mommasvoices,cdc_drh
[5] cdc_drh,birthequity
[5] birthequity,marchofdimes
[5] marchofdimes,theihi
[5] theihi,awhonn

Top Word Pairs in Tweet in G5:
[8] during,#blackhistorymonth
[8] #blackhistorymonth,re
[8] re,raising
[8] raising,awareness
[8] awareness,maternal
[8] maternal,mortality
[8] mortality,rate
[8] rate,3x
[8] 3x,times
[8] times,higher

Top Word Pairs in Tweet in G6:
[5] discussed,role
[5] role,big
[5] big,data
[5] data,technology
[5] technology,innovation
[5] innovation,leapfrog
[5] leapfrog,sdgs
[5] sdgs,kenya
[5] kenya,partnership
[5] partnership,gov

Top Word Pairs in Tweet in G7:
[3] mobilepunch,dnnafrica24
[3] dnnafrica24,frankajufo
[3] frankajufo,nphcdang
[3] nphcdang,nmanigeria
[3] nmanigeria,nursingworld_ng
[3] nursingworld_ng,mayowapost
[3] mayowapost,merckformothers
[2] damolaowoseye,mobilepunch
[2] merckformothers,bukolaafeni
[2] now_nigeria,gazettengr

Top Word Pairs in Tweet in G8:
[3] valentine,day
[3] day,re
[3] re,raising
[3] raising,awareness
[3] awareness,maternal
[3] maternal,mental
[3] mental,health
[3] health,moms
[3] moms,retweet
[3] retweet,show

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@merckformothers
@merck
@metiebetmd
@unkenya
@mommasvoices
@cdc_drh
@marchofdimes
@birthequity
@theihi
@awhonn

Top Mentioned in G1:
@merckformothers
@in_thestl
@results4dev
@courtneytolmie
@cicelysimone
@people
@devex
@merck
@who
@metiebetmd

Top Mentioned in G2:
@merckformothers
@pfizer
@illumina
@thermofisher
@abcambatv
@a2ogear
@akerbiomarine
@cnnbrk
@agilentchem
@qiagen

Top Mentioned in G3:
@billgates
@aloksharma_rdg
@cop26
@who
@pfizereupolicy
@merckformothers
@vaccineinjuryrm
@vaccineinjuryuk
@vaccineinjury
@medicalmalhelp

Top Mentioned in G4:
@merckformothers
@metiebetmd
@mommasvoices
@cdc_drh
@marchofdimes
@birthequity
@theihi
@awhonn
@dc_amchp

Top Mentioned in G5:
@merck
@merckformothers
@hncalliance
@su2c
@hpv_world
@americancancer

Top Mentioned in G6:
@unkenya
@sidchat1
@huawei
@merckformothers
@safaricomfdn
@philips
@gsk
@kenyaredcross

Top Mentioned in G7:
@dnnafrica24
@frankajufo
@nphcdang
@nmanigeria
@nursingworld_ng
@mayowapost
@merckformothers
@mobilepunch
@bukolaafeni
@now_nigeria

Top Mentioned in G8:
@msdformothers

Top Mentioned in G9:
@manyata4mothers
@fogsihq
@merckformothers
@jhpiego

Top Mentioned in G10:
@merckformothers
@vecnacares
@johnshopkins

Top Tweeters
Top Tweeters in Entire Graph:
@mobilepunch
@people
@sheeda418
@txwbo864
@just4thecause
@sandhumanminde3
@dianainnova
@axidentaliberal
@blackcatprowl3
@usnehal

Top Tweeters in G1:
@people
@sheeda418
@txwbo864
@dianainnova
@blackcatprowl3
@usnehal
@ernestineg2
@mclemoremr
@doctorchas
@lovinglife4240

Top Tweeters in G2:
@cnnbrk
@bristolcity
@bayer04_en
@abcambatv
@duchess_of_oau
@illumina
@siemensindustry
@thermofisher
@pfizer
@agilentchem

Top Tweeters in G3:
@axidentaliberal
@bcgovnews
@who
@nigeriagov
@devex
@govtofpakistan
@unicefusa
@pogowatchdog
@gatesfoundation
@kurdistan

Top Tweeters in G4:
@marchofdimes
@theihi
@jerethamckinley
@marchofdimesceo
@ariadnelabs
@habdevoogd
@dc_amchp
@preeclampsia
@michelemunz
@awhonn

Top Tweeters in G5:
@su2c
@americancancer
@merck
@gbchealth
@drrachelmbond
@healthcaroline
@merckcanada
@hncalliance
@tom_franz_2099
@wakenfp

Top Tweeters in G6:
@kenyaredcross
@caoyi_mfa
@huawei
@sidchat1
@gsk
@philips
@unkenya
@rubenvellenga
@safaricomfdn
@galmdida

Top Tweeters in G7:
@mobilepunch
@nursingworld_ng
@dnnafrica24
@nphcdang
@mayowapost
@frankajufo
@gazettengr
@nmanigeria
@bukolaafeni
@damolaowoseye

Top Tweeters in G8:
@sandhumanminde3
@drisazig
@msdformothers

Top Tweeters in G9:
@jhpiego
@manyata4mothers
@fogsihq

Top Tweeters in G10:
@johnshopkins
@scopeforimpact
@vecnacares