merckformothers, Twitter, 10/5/2021 10:48:08 PM, 263793


FAQ | Problem?

merckformothers_2021-10-05_14-56-01.xlsx
merckformothers_2021-10-05_14-56-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 05, 2021
Short Description:
merckformothers via NodeXL https://bit.ly/3lcAGri
@merckformothers
@jkineman
@metiebetmd
@ok_dumbass
@juliaskaufman
@devex
@2manylogins
@mspanoudi
@voluptousvicki
@merck

Top hashtags:
#passthestork
#endmaternalmortality
#merckformothers
#blogher
#cgdtalks
#midwives

Description:
Description
The graph represents a network of 106 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, 05 October 2021 at 21:56 UTC.

The requested start date was Tuesday, 05 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, 10-hour, 37-minute period from Tuesday, 21 September 2021 at 09:46 UTC to Monday, 04 October 2021 at 20:24 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 : 106
Unique Edges : 122
Edges With Duplicates : 76
Total Edges : 198
Number of Edge Types : 5
Mentions : 93
Replies to : 6
Tweet : 10
Retweet : 31
MentionsInRetweet : 58
Self-Loops : 10
Reciprocated Vertex Pair Ratio : 0.0410958904109589
Reciprocated Edge Ratio : 0.0789473684210526
Connected Components : 4
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 94
Maximum Edges in a Connected Component : 172
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.861155
Graph Density : 0.0136567834681042
Modularity : 0.535832
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 106 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, 05 October 2021 at 21:56 UTC.

The requested start date was Tuesday, 05 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, 10-hour, 37-minute period from Tuesday, 21 September 2021 at 09:46 UTC to Monday, 04 October 2021 at 20:24 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:
[3] http://melisasource.com/merck-for-mothers-event/
[1] https://twitter.com/MerckforMothers/status/1445012159759536133
[1] https://www.merckformothers.com/strengthening-systems-for-safer-childbirth.html
[1] https://twitter.com/world_midwives/status/1439892287144800261
[1] https://twitter.com/WPBF25News/status/1443894764831748099
[1] https://mailchi.mp/matterunlimited/september2021
[1] https://twitter.com/merckformothers/status/1441794628437512201
[1] https://www.merckformothers.com/docs/MfM_Brief_Advancing_the_Universal_Health_Coverage_Agenda.pdf
[1] https://twitter.com/merckformothers/status/1440299775291793408
[1] https://cgdev.org/event/charting-global-health-agenda-development-finance-institutions

Top URLs in Tweet in G1:
[1] https://www.merckformothers.com/strengthening-systems-for-safer-childbirth.html
[1] https://mailchi.mp/matterunlimited/september2021
[1] https://www.merckformothers.com/docs/MfM_Brief_Advancing_the_Universal_Health_Coverage_Agenda.pdf

Top URLs in Tweet in G2:
[1] https://twitter.com/world_midwives/status/1439892287144800261
[1] https://twitter.com/merckformothers/status/1440299775291793408
[1] https://twitter.com/merckformothers/status/1441794628437512201
[1] https://cgdev.org/event/charting-global-health-agenda-development-finance-institutions

Top URLs in Tweet in G6:
[1] https://www.merckformothers.com/10th-anniversary-virtual-event.html

Top URLs in Tweet in G7:
[1] https://twitter.com/WPBF25News/status/1443894764831748099

Top URLs in Tweet in G8:
[3] http://melisasource.com/merck-for-mothers-event/

Top URLs in Tweet in G9:
[1] https://twitter.com/MerckforMothers/status/1445012159759536133

Top Domains
Top Domains in Tweet in Entire Graph:
[5] twitter.com
[3] merckformothers.com
[3] melisasource.com
[1] mailchi.mp
[1] cgdev.org

Top Domains in Tweet in G1:
[2] merckformothers.com
[1] mailchi.mp

Top Domains in Tweet in G2:
[3] twitter.com
[1] cgdev.org

Top Domains in Tweet in G6:
[1] merckformothers.com

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G8:
[3] melisasource.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[9] passthestork
[7] endmaternalmortality
[4] merckformothers
[3] blogher
[3] cgdtalks
[2] midwives
[2] unga
[1] unga76
[1] kengriffinlied
[1] hiv



Top Hashtags in Tweet in G1:
[9] passthestork
[5] endmaternalmortality
[1] unga76
[1] midwives
[1] kengriffinlied
[1] maternalmortality
[1] merckformothers
[1] subjectmatter
[1] probablefutures
[1] uhc

Top Hashtags in Tweet in G2:
[3] cgdtalks
[2] endmaternalmortality
[2] unga
[1] midwives
[1] imagination
[1] patience
[1] resilience
[1] commitment
[1] bravery
[1] strength

Top Hashtags in Tweet in G3:
[1] endadpollution

Top Hashtags in Tweet in G6:
[1] women
[1] vietnam

Top Hashtags in Tweet in G7:
[1] hiv
[1] aids
[1] vaccine
[1] covid19
[1] vaccinated
[1] vaccinepassport

Top Hashtags in Tweet in G8:
[3] merckformothers
[3] blogher

Top Words
Top Words in Tweet in Entire Graph:
[37] merckformothers
[26] 10
[20] health
[19] years
[16] global
[15] maternal
[14] merck
[13] event
[13] anniversary
[13] help

Top Words in Tweet in G1:
[25] 10
[25] merckformothers
[18] years
[13] hopes
[13] anniversary
[12] help
[10] global
[10] world
[9] die
[9] #passthestork

Top Words in Tweet in G2:
[12] health
[10] average
[10] metiebetmd
[7] merckformothers
[6] marakatherine1
[5] atrocious
[5] female
[5] african
[5] entrepreneurs
[5] 150k

Top Words in Tweet in G4:
[2] omotolathomas8
[2] elisabeth_ildal
[2] merck
[2] msdintheuk
[2] usmerckproducts
[2] merckformothers
[2] msdmanualpro
[2] msdmanualhome
[2] email

Top Words in Tweet in G6:
[7] maternal
[6] mortality
[6] become
[6] thing
[6] past
[6] great
[6] discussion
[6] atayeshe
[6] helenclarknz
[6] global

Top Words in Tweet in G7:
[2] umean

Top Words in Tweet in G8:
[6] event
[3] recap
[3] #merckformothers
[3] #blogher
[3] faithhealthhome

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[18] 10,years
[10] maternal,mortality
[8] help,create
[8] create,world
[8] world,woman
[8] woman,die
[7] next,10
[7] continuing,celebration
[7] celebration,10
[7] 10,year

Top Word Pairs in Tweet in G1:
[17] 10,years
[8] help,create
[8] create,world
[8] world,woman
[8] woman,die
[7] month,celebrate
[7] celebrate,10
[7] years,merckformothers
[7] merckformothers,global
[7] global,initiative

Top Word Pairs in Tweet in G2:
[5] atrocious,marakatherine1
[5] marakatherine1,female
[5] female,african
[5] african,health
[5] health,entrepreneurs
[5] entrepreneurs,average
[5] average,150k
[5] 150k,male
[5] male,non
[5] non,africans

Top Word Pairs in Tweet in G4:
[2] omotolathomas8,elisabeth_ildal
[2] elisabeth_ildal,merck
[2] merck,msdintheuk
[2] msdintheuk,usmerckproducts
[2] usmerckproducts,merckformothers
[2] merckformothers,msdmanualpro
[2] msdmanualpro,msdmanualhome

Top Word Pairs in Tweet in G6:
[6] maternal,mortality
[6] mortality,become
[6] become,thing
[6] thing,past
[6] past,great
[6] great,discussion
[6] discussion,atayeshe
[6] atayeshe,helenclarknz
[6] helenclarknz,global
[5] kitahara_naomi,maternal

Top Word Pairs in Tweet in G8:
[3] event,recap
[3] recap,#merckformothers
[3] #merckformothers,event
[3] event,#blogher
[3] #blogher,faithhealthhome

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@merckformothers
@merck
@metiebetmd
@marakatherine1
@atayeshe
@helenclarknz
@devex
@kitahara_naomi
@usmerckproducts
@faithhealthhome

Top Mentioned in G1:
@merckformothers
@merck
@metiebetmd
@who
@cgdev
@m
@devex
@temite
@lifebank
@lahmlesley

Top Mentioned in G2:
@metiebetmd
@merckformothers
@marakatherine1
@devex
@merck
@frankacadee
@angienguku
@_kategilmore
@merckiminspired
@globalfund

Top Mentioned in G3:
@aarpadvocates
@wordrake
@alincome
@cocacolaco
@amazonpub
@belkin
@ameristarfence
@powerresiliency
@kochindustries
@ozy

Top Mentioned in G4:
@omotolathomas8
@elisabeth_ildal
@merck
@msdintheuk
@usmerckproducts
@merckformothers
@msdmanualpro
@msdmanualhome

Top Mentioned in G5:
@gsk
@gskus
@jnjnews
@jnjinnovation
@merckgroup
@usmerckproducts
@merckformothers

Top Mentioned in G6:
@atayeshe
@helenclarknz
@kitahara_naomi
@unfpa_vietnam

Top Mentioned in G7:
@merck
@merckformothers
@merckmanualpro
@nba
@donaldjtrumpjr

Top Mentioned in G8:
@faithhealthhome

Top Tweeters
Top Tweeters in Entire Graph:
@barbwiresradio
@vuduquebec
@mimibarbour
@islandlife2014
@nba
@loup_dargent
@pamlovesbooks
@fredericreid2
@ok_dumbass
@tjazz41

Top Tweeters in G1:
@barbwiresradio
@vuduquebec
@fredericreid2
@tjazz41
@who
@aspiring__nurse
@heisolis
@kevintham03212
@mariaelenagord9
@cheefsama

Top Tweeters in G2:
@islandlife2014
@glassmanamanda
@adb_hq
@devex
@cgdev
@laurahoemeke
@merckiminspired
@dfcgov
@globalfund
@frankacadee

Top Tweeters in G3:
@jkineman
@ozy
@gcu
@cocacolaco
@belkin
@osloff
@aarpadvocates
@citgroup
@amazonpub
@bistromd

Top Tweeters in G4:
@voluptousvicki
@elisabeth_ildal
@msdintheuk
@msdmanualpro
@msdmanualhome
@omotolathomas8
@usmerckproducts
@mspanoudi

Top Tweeters in G5:
@ok_dumbass
@jnjnews
@gsk
@gskus
@jnjinnovation
@bmsnews
@merckgroup

Top Tweeters in G6:
@helenclarknz
@atayeshe
@thatmaorigirl
@kitahara_naomi
@uninvietnam
@paulinedawsonnz
@unfpa_vietnam

Top Tweeters in G7:
@nba
@donaldjtrumpjr
@2manylogins
@merckmanualpro

Top Tweeters in G8:
@mimibarbour
@loup_dargent
@pamlovesbooks
@faithhealthhome

Top Tweeters in G9:
@gbchealth