melinda gates, Twitter, 8/13/2019 11:35:31 AM, 206629


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melinda gates_2019-08-13_03-11-49.xlsx
melinda gates_2019-08-13_03-11-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 13, 2019
Short Description:
melinda gates via NodeXL http://bit.ly/2N0Bij8
@melindagates
@robertandrosie
@billgates
@gatesfoundation
@bmgfindia
@cassiecass04
@eqltycantwait
@eclecticradical
@people
@nitenitemelissa

Top hashtags:
#equalitycantwait
#sanitation
#kccaatwork
#womenoftheworld
#quote

Description:
Description
The graph represents a network of 2,350 Twitter users whose tweets in the requested range contained "melinda gates", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 13 August 2019 at 10:12 UTC.

The requested start date was Monday, 12 August 2019 at 00:01 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, 23-hour, 40-minute period from Monday, 29 July 2019 at 00:10 UTC to Sunday, 11 August 2019 at 23:50 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 : 2350
Unique Edges : 2576
Edges With Duplicates : 437
Total Edges : 3013
Number of Edge Types : 3
Mentions : 2079
Tweet : 634
Replies to : 300
Self-Loops : 634
Reciprocated Vertex Pair Ratio : 0.0114731528223956
Reciprocated Edge Ratio : 0.0226860254083485
Connected Components : 683
Single-Vertex Connected Components : 407
Maximum Vertices in a Connected Component : 496
Maximum Edges in a Connected Component : 948
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.188715
Graph Density : 0.00039926451273969
Modularity : 0.768045
NodeXL Version : 1.0.1.418

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[29] https://www.cnbc.com/video/2018/02/13/bill-and-melinda-gates-say-its-unfair-they-have-so-much-money.html?__source=twitter|makeit
[25] https://www.globalcitizen.org/en/content/melinda-gates-natasha-lyonne-equailty-cant-wait/?utm_source=twitter&utm_medium=social&utm_content=global&utm_campaign=general-content&linkId=71640975
[21] https://qz.com/work/1683078/melinda-gates-wants-comedians-to-make-fun-of-gender-inequality/
[19] https://www.cnbc.com/2019/06/14/this-11-year-old-dj-has-caught-the-attention-of-bill-and-melinda-gates.html?__source=twitter|makeit
[17] https://www.glamour.com/story/gender-inequality-melinda-gates-interview
[16] http://www.donorschoose.org/
[15] https://people.com/human-interest/melinda-gates-comedians-equality-cant-wait-campaign-video/?xid=socialflow_twitter_peoplemag&utm_medium=social&utm_source=twitter.com&utm_campaign=peoplemagazine
[14] https://twitter.com/LY_CAMPAIGN/status/1157631191979188225
[13] https://www.hollywoodreporter.com/news/melinda-gates-joins-comedians-equality-cant-wait-video-campaign-1228712
[12] http://unfoundationblog.org/wp-content/uploads/2014/03/5women-4.jpg

Top URLs in Tweet in G1:
[14] https://twitter.com/LY_CAMPAIGN/status/1157631191979188225
[11] http://www.donorschoose.org/
[10] http://unfoundationblog.org/wp-content/uploads/2014/03/5women-4.jpg
[9] https://twitter.com/purplerainblue/status/1157698339628027905
[8] https://qz.com/work/1683078/melinda-gates-wants-comedians-to-make-fun-of-gender-inequality/
[8] https://help.donorschoose.org/hc/en-us/articles/360026484973-The-Bill-and-Melinda-Gates-Foundation-boosting-donations-on-DonorsChoose-org-projects-for-one-day-only-on-August-13-2019
[6] https://www.hollywoodreporter.com/news/melinda-gates-joins-comedians-equality-cant-wait-video-campaign-1228712
[6] https://www.glamour.com/story/gender-inequality-melinda-gates-interview
[5] https://www.elitereaders.com/bill-and-melinda-gates-still-wash-dishes-together/
[5] https://twitter.com/ly_campaign/status/1157631191979188225

Top URLs in Tweet in G2:
[10] https://www.glamour.com/story/gender-inequality-melinda-gates-interview
[2] https://www.usatoday.com/story/opinion/2019/06/21/equality-for-women-cant-wait-208-years-melinda-gates-column/1511613001/?linkId=69340704
[2] https://www.businessinsider.com/best-leadership-qualities-love-empathy-melinda-gates-2019-5
[2] https://www.cnet.com/news/melinda-gates-equality-cant-wait-campaign-comedians-riled-up-gender-equality/
[2] https://www.usatoday.com/story/opinion/2019/06/21/equality-for-women-cant-wait-208-years-melinda-gates-column/1511613001/
[2] https://www.panmacmillan.com/authors/melinda-gates/the-moment-of-lift/9781529005493
[1] https://www.usatoday.com/story/opinion/2019/06/21/equality-for-women-cant-wait-208-years-melinda-gates-column/1511613001/?linkId=69386103
[1] https://www.cnn.com/2019/04/23/perspectives/melinda-gates-gender-bias-farming/index.html?linkId=66702827
[1] https://podcasts.apple.com/us/podcast/melinda-gates-the-power-of-lifting-up-women/id1258388821?i=1000441905591&linkId=69917698
[1] https://www.today.com/video/melinda-gates-shares-how-this-1-book-changed-her-life-65103941717?linkId=71472190

Top URLs in Tweet in G3:
[2] https://holyspiritministries.network
[2] https://richtopia.com/inspirational-people/kosta-peric-interview-bill-melinda-gates-foundation?ref=quuu
[2] https://www.bizjournals.com/boston/news/2019/07/30/lyndra-gates-foundation-team-up-on-once-a-month.html
[1] http://b-gat.es/2n8CvpX
[1] https://www.daybook.com/jobs/aW6Q3BwFN8WHfbBtH
[1] https://poshan.outlookindia.com/
[1] https://poshan.outlookindia.com/registration
[1] https://twitter.com/walgreens/status/1156635829940436992
[1] https://economictimes.indiatimes.com/news/politics-and-nation/centre-shuts-gate-on-bill-melinda-gates-foundation/articleshow/57028697.cms
[1] https://nonprofitquarterly.org/gates-foundation-trust-invests-in-private-prisons-again/?utm_content=97915632&utm_medium=social&utm_source=twitter&hss_channel=tw-61206610

Top URLs in Tweet in G4:
[1] https://news-communique.com/index.php/2019/08/02/pakistani-swindler-arif-naqvi-of-abraaj-investment-defrauds-us-investors-of-over-1-billion/

Top URLs in Tweet in G6:
[1] https://www.youtube.com/watch?v=C8B0opKLNg4


Top URLs in Tweet in G7:
[29] https://www.cnbc.com/video/2018/02/13/bill-and-melinda-gates-say-its-unfair-they-have-so-much-money.html?__source=twitter|makeit
[18] https://www.cnbc.com/2019/06/14/this-11-year-old-dj-has-caught-the-attention-of-bill-and-melinda-gates.html?__source=twitter|makeit
[3] https://www.bbc.com/worklife/article/20190726-melinda-gates-to-young-women-stay-true-to-yourself?ocid=ww.social.link.twitter
[2] https://www.cnbc.com/2019/06/14/melinda-gates-says-this-book-has-had-the-biggest-impact-on-her-life.html?__source=twitter|makeit
[1] https://www.instagram.com/p/B00x4dTg_OA/?igshid=nk7d33v6awfc

Top URLs in Tweet in G8:
[1] https://www.gatesfoundation.org/Media-Center/Speeches/2008/06/Melinda-French-Gates-Council-on-Foreign-Relations
[1] http://www.mega.nu/ampp/gates.html

Top URLs in Tweet in G10:
[2] https://economictimes.indiatimes.com/news/politics-and-nation/centre-shuts-gate-on-bill-melinda-gates-foundation/articleshow/57028697.cms

Top Domains
Top Domains in Tweet in Entire Graph:
[71] twitter.com
[52] cnbc.com
[42] donorschoose.org
[37] qz.com
[36] globalcitizen.org
[27] trib.al
[24] linkedin.com
[22] cnet.com
[20] glamour.com
[17] people.com

Top Domains in Tweet in G1:
[54] twitter.com
[25] donorschoose.org
[17] linkedin.com
[10] unfoundationblog.org
[10] cnet.com
[10] globalcitizen.org
[9] instagram.com
[9] glamour.com
[9] qz.com
[7] gatesfoundation.org

Top Domains in Tweet in G2:
[10] glamour.com
[6] usatoday.com
[2] businessinsider.com
[2] cnet.com
[2] panmacmillan.com
[1] cnn.com
[1] apple.com
[1] today.com
[1] bloomberg.com
[1] facebook.com

Top Domains in Tweet in G3:
[3] richtopia.com
[2] holyspiritministries.network
[2] outlookindia.com
[2] bizjournals.com
[1] b-gat.es
[1] daybook.com
[1] twitter.com
[1] indiatimes.com
[1] nonprofitquarterly.org
[1] medaille.edu

Top Domains in Tweet in G4:
[1] news-communique.com

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

Top Domains in Tweet in G7:
[49] cnbc.com
[3] bbc.com
[1] instagram.com

Top Domains in Tweet in G8:
[1] gatesfoundation.org
[1] mega.nu

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[47] equalitycantwait
[47] sanitation
[25] kccaatwork
[19] womenoftheworld
[13] quote
[8] genderequality
[7] momentoflift
[6] leadership
[5] melindagates
[5] fintech



Top Hashtags in Tweet in G1:
[19] womenoftheworld
[14] equalitycantwait
[10] quote
[5] kelompok2
[5] kelompok4
[4] kelompok1
[3] nimblequotes
[3] health
[3] technology
[3] tech

Top Hashtags in Tweet in G2:
[21] equalitycantwait
[3] momentoflift
[2] leadership
[2] leaders
[2] love
[2] empathy
[2] transformation
[1] equality
[1] women
[1] genderequality

Top Hashtags in Tweet in G3:
[3] getittogether
[3] getittogetherng
[2] bookclub
[2] nurhi2
[2] letstalknutrition
[2] outlookposhan
[2] leadership
[2] fintech
[1] thechallengeinitiative
[1] clearthelist

Top Hashtags in Tweet in G6:
[2] nutmeg

Top Hashtags in Tweet in G8:
[1] gates
[1] cfr
[1] trilateralcommission

Top Words
Top Words in Tweet in Entire Graph:
[1443] Words in Sentiment List#1: Positive
[630] Words in Sentiment List#2: Negative
[8] Words in Sentiment List#3: Angry/Violent
[44701] Non-categorized Words
[46774] Total Words
[1384] gates
[1365] melinda
[880] bill
[507] foundation
[224] women

Top Words in Tweet in G1:
[449] gates
[439] melinda
[214] bill
[123] foundation
[69] women
[48] s
[48] gender
[43] equality
[37] up
[37] â

Top Words in Tweet in G2:
[165] melindagates
[74] books
[58] equality
[57] women
[50] melinda
[50] gates
[47] one
[44] world
[44] nlyonne
[41] talked

Top Words in Tweet in G3:
[87] gates
[83] melinda
[51] bill
[33] billgates
[32] god
[32] foundation
[25] miss
[23] sun
[22] gatesfoundation
[21] light

Top Words in Tweet in G4:
[80] investment
[80] investors
[79] pakistani
[79] swindler
[79] arif
[79] naqvi
[79] abraaj
[79] defrauds
[79] over
[79] 1

Top Words in Tweet in G5:
[78] kiambu
[78] county
[78] here
[78] new
[78] governor
[78] dr
[78] james
[78] nyoro
[78] distinguished
[78] agricultural

Top Words in Tweet in G6:
[7] melinda
[7] gates
[6] ðÿ
[4] bill
[4] theview
[4] schooled
[3] barackobama
[3] gets
[3] sensanders
[2] billgates

Top Words in Tweet in G7:
[55] cnbc
[48] cnbcmakeit
[44] melinda
[44] gates
[42] bill
[30] wealth
[29] unfair
[29] much
[18] meet
[18] 11

Top Words in Tweet in G8:
[9] paulacblades001
[9] celtgunn
[9] devine_freedom
[9] 1howiedubz
[9] lavenderlives
[9] federalistno78
[9] jaimec729
[9] vintagesquirrel
[8] thomasfines
[7] anjilloâ

Top Words in Tweet in G10:
[2] dfreedman7
[2] pedsid4life
[2] bluelionblog
[2] krebiozen
[2] kfunk937
[2] chrisjohnsonmd
[2] tonybaduy
[2] beckyjohnson222
[2] ghoppe
[2] sheldon_walker_

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1227] melinda,gates
[685] bill,melinda
[457] gates,foundation
[116] bill,gates
[88] 208,years
[80] 1,billion
[79] pakistani,swindler
[79] swindler,arif
[79] arif,naqvi
[79] naqvi,abraaj

Top Word Pairs in Tweet in G1:
[402] melinda,gates
[169] bill,melinda
[118] gates,foundation
[32] bill,gates
[27] moment,lift
[22] 208,years
[19] gender,equality
[15] lift,melinda
[14] voice,definition
[14] definition,strong

Top Word Pairs in Tweet in G2:
[49] melinda,gates
[37] loved,chatting
[37] chatting,jennabushhager
[37] jennabushhager,one
[37] one,favorite
[37] books,talked
[37] talked,books
[37] books,changed
[36] melindagates,nlyonne
[36] melindagates,loved

Top Word Pairs in Tweet in G3:
[78] melinda,gates
[39] bill,melinda
[30] gates,foundation
[21] god,sun
[16] miss,melinda
[14] energy,africa
[9] grandma,melinda
[8] grandfa,billgates
[7] palms,84
[7] 84,11

Top Word Pairs in Tweet in G4:
[79] pakistani,swindler
[79] swindler,arif
[79] arif,naqvi
[79] naqvi,abraaj
[79] abraaj,investment
[79] investment,defrauds
[79] defrauds,investors
[79] investors,over
[79] over,1
[79] 1,billion

Top Word Pairs in Tweet in G5:
[78] kiambu,county
[78] county,here
[78] here,new
[78] new,governor
[78] governor,dr
[78] dr,james
[78] james,nyoro
[78] nyoro,distinguished
[78] distinguished,agricultural
[78] agricultural,economist

Top Word Pairs in Tweet in G6:
[7] melinda,gates
[4] ðÿ,ðÿ
[3] bill,melinda
[2] theview,ðÿ
[2] ðÿ,love
[2] love,gets
[2] gets,schooled
[2] schooled,people
[2] people,smarter
[2] smarter,favorite

Top Word Pairs in Tweet in G7:
[33] melinda,gates
[31] bill,melinda
[29] gates,unfair
[29] unfair,much
[29] much,wealth
[29] wealth,cnbcmakeit
[28] cnbc,bill
[18] meet,11
[18] 11,year
[18] year,old

Top Word Pairs in Tweet in G8:
[9] paulacblades001,celtgunn
[9] celtgunn,devine_freedom
[9] devine_freedom,1howiedubz
[9] 1howiedubz,lavenderlives
[9] lavenderlives,federalistno78
[9] federalistno78,jaimec729
[9] jaimec729,vintagesquirrel
[8] thomasfines,paulacblades001
[7] vintagesquirrel,anjilloâ

Top Word Pairs in Tweet in G10:
[2] chrisjohnsonmd,tonybaduy
[2] ghoppe,sheldon_walker_
[2] sheldon_walker_,wendyorent
[2] wendyorent,dyfrigh
[2] dyfrigh,exvaxxxer
[2] exvaxxxer,mummin8r
[2] mummin8r,janeeopie
[2] janeeopie,tiochango_
[2] tiochango_,theliberatorasm
[2] theliberatorasm,mcfunny

Top Replied-To
Top Replied-To in Entire Graph:
@melindagates
@billgates
@purplerainblue
@cnn
@eqltycantwait
@nytimes
@wired
@gatesus
@washingtonpost
@reuters

Top Replied-To in G2:
@melindagates
@michelleobama
@miraculously111
@mat_germain_

Top Replied-To in G3:
@melindagates
@billgates
@gatesus
@gatesfoundation
@bobbylilac
@reesew

Top Replied-To in G6:
@theview
@womenforyang
@get_er_done2020
@sensanders
@erma_____

Top Replied-To in G7:
@cnbc

Top Replied-To in G8:
@paulacblades001

Top Replied-To in G9:
@over400ppm

Top Replied-To in G10:
@dfreedman7
@beckyjohnson222

Top Mentioned
Top Mentioned in Entire Graph:
@melindagates
@communique_news
@donaldbkipkorir
@cnbc
@kccaug
@cnbcmakeit
@nlyonne
@glamourmag
@jennabushhager
@mayarudolph

Top Mentioned in G1:
@dentistry_bio
@achamaonumah
@womens_womens
@craigbrownphd
@clarkhumphrey
@nochnoy_dozor

Top Mentioned in G2:
@melindagates
@nlyonne
@jennabushhager
@glamourmag
@mayarudolph
@natasharothwell
@alexisohanian
@wef
@sarahksilverman
@ilazer

Top Mentioned in G3:
@gatesfoundation
@billgates
@sheeoed
@dralokiranjan
@aliveandthrive
@outlookindia
@raju
@melindagates
@ccriadoperez
@richtopia

Top Mentioned in G4:
@communique_news

Top Mentioned in G5:
@donaldbkipkorir

Top Mentioned in G6:
@barackobama
@billgates
@theview
@pearliemaejones
@elaineyvette1
@sensanders
@nancypelosi
@senwarren
@housedemocrats
@senatedems

Top Mentioned in G7:
@cnbc
@cnbcmakeit
@bbc_worklife
@jenna_goudreau

Top Mentioned in G8:
@celtgunn
@devine_freedom
@1howiedubz
@lavenderlives
@federalistno78
@jaimec729
@vintagesquirrel
@thomasfines
@paulacblades001

Top Mentioned in G9:
@davidmichaelri8
@anthony_james_x
@dbater2
@vixelpixen
@thedisproof
@nimn2019
@jonlesage4
@matt_clough
@ec_kosters
@barbarajdurkin

Top Mentioned in G10:
@pedsid4life
@bluelionblog
@krebiozen
@kfunk937
@chrisjohnsonmd
@tonybaduy
@ghoppe
@sheldon_walker_
@wendyorent
@dyfrigh

Top Tweeters
Top Tweeters in Entire Graph:
@the_news_diva
@marshawright
@detikcom
@republikaonline
@car01am
@pandoraskids
@ginalawriw
@gamergeeknews
@marciojmsilva
@startupsbot

Top Tweeters in G1:
@pandoraskids
@ginalawriw
@gamergeeknews
@marciojmsilva
@leadingwpassion
@cb0day
@andyvermaut
@andytoronto
@drsonamsharma
@dizzedcom

Top Tweeters in G2:
@businessinsider
@business
@blackswan725
@usatoday
@klayoven
@n69n
@josjosmar59
@nitenitemelissa
@blancobello
@gayleellislydia

Top Tweeters in G3:
@outlookindia
@milenaac
@richtopia
@npquarterly
@systemicsarcasm
@aftunion
@southjerseyseo
@inspirationwise
@ms_maem
@harvard

Top Tweeters in G4:
@a31x64vijay
@tyrannywatch
@aamadmigs
@seaadams2
@butler_613
@divyamshu_2010
@shahidquetta
@restlesspundit
@dksardana
@madepilita

Top Tweeters in G5:
@odanga23
@shirley_sein
@thekisilu
@elikeyssole
@edgakuo
@hesoyesus
@1stdarwin
@jonimash
@brendakibibi
@martotugi

Top Tweeters in G6:
@bannerite
@actdontreact
@fieryreddragon
@marilyncapps
@100concerned
@danteb4u
@aheffne
@godswordisfree
@superckooklarry
@joyannreid

Top Tweeters in G7:
@tradnews_
@patta47cake
@cnbc
@keepinguposted
@emctsprime
@jdstasia
@nick_zen
@roshaundadgreen
@rsvpeuro
@traceyschulz

Top Tweeters in G8:
@ascension_guide
@howiedubz
@terryatthebeach
@celtgunn
@lavenderlives
@danaelizabeth69
@themacanon
@rockingangelbmi
@theamericanlef1
@bluepopcorn8

Top Tweeters in G9:
@carbongate
@walterhorsting
@craigthomler
@friendsoscience
@gillesnfio
@roguealtgov
@asinister
@noelturner194
@ec_kosters
@gjcats

Top Tweeters in G10:
@_mamadeb
@beckyjohnson222
@doritmi
@emmagpaley
@monstercoyliar
@thereal_truther
@awithonelison
@wendyorent
@jkellyca
@rosewind2007