Chan Zuckerberg, Twitter, 8/31/2022 9:25:34 PM, 281034


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Chan Zuckerberg_2022-08-31_08-05-21.xlsx
Chan Zuckerberg_2022-08-31_08-05-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 31, 2022
Short Description:
Chan Zuckerberg via NodeXL https://bit.ly/3R7qm1l
@dfbeck44
@chan_leeze
@ronquille_paul
@crystalclear314
@catmatrimony
@davidwh83947210
@hawaiinewsnow
@krockspage
@unifyforfreedom
@jimmyroybloom

Top hashtags:
#markzuckerberg
#donorschoose
#zuckerberg

Description:
Description
The graph represents a network of 398 Twitter users whose tweets in the requested range contained "Chan Zuckerberg", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 31 August 2022 at 15:06 UTC.

The requested start date was Wednesday, 31 August 2022 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, 21-hour, 35-minute period from Wednesday, 17 August 2022 at 00:53 UTC to Tuesday, 30 August 2022 at 22:29 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 : 398
Unique Edges : 294
Edges With Duplicates : 285
Total Edges : 579
Number of Edge Types : 5
Tweet : 108
Replies to : 44
Mentions : 194
Retweet : 108
MentionsInRetweet : 125
Self-Loops : 116
Reciprocated Vertex Pair Ratio : 0.00303951367781155
Reciprocated Edge Ratio : 0.00606060606060606
Connected Components : 117
Single-Vertex Connected Components : 58
Maximum Vertices in a Connected Component : 107
Maximum Edges in a Connected Component : 160
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.682608
Graph Density : 0.00208852828373606
Modularity : 0.599343
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 398 Twitter users whose tweets in the requested range contained "Chan Zuckerberg", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 31 August 2022 at 15:06 UTC.

The requested start date was Wednesday, 31 August 2022 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, 21-hour, 35-minute period from Wednesday, 17 August 2022 at 00:53 UTC to Tuesday, 30 August 2022 at 22:29 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 : Chan Zuckerberg
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:
[7] https://along.org/
[7] https://www.businessinsider.com/facebook-mark-zuckerberg-net-worth-priscilla-chan
[5] https://www.businessinsider.com/mark-zuckerberg-priscilla-chan-working-together-opened-relationship-2022-8
[4] https://www.independent.ie/world-news/north-america/mark-zuckerberg-says-working-with-wife-priscilla-chan-opened-a-whole-new-side-of-their-relationship-41940711.html
[3] https://tech.chanzuckerberg.com/how-collaboration-on-chan-zuckerberg-id-inspires-a-czi-computational-biologist/
[2] https://www.washingtonpost.com/politics/zuckerberg-chan-elections-facebook/2020/10/12/0e07de94-0cba-11eb-8074-0e943a91bf08_story.html
[2] https://www.google.com/imgres?imgurl=https://media.bizj.us/view/img/10331534/chan-zuckerberg*1024xx960-540-0-33.jpg&imgrefurl=https://www.bizjournals.com/sanfrancisco/news/2021/12/07/facebook-priscilla-chan-mark-zuckerberg-initiative.html&tbnid=vxOlmcPcC8LTlM&vet=1&docid=7tyox9K4klkH-M&w=960&h=540&source=sh/x/im
[2] https://nyznews.com/mark-zuckerberg-tells-how-working-with-wife-priscilla-chan-changed-their-relationship/
[2] https://gigazine.net/news/20220821-zuckerberg-selfie-redesign/
[2] https://citizensunitedmovies.com/pages/rigged

Top URLs in Tweet in G1:
[1] https://www.youtube.com/watch?v=q2gO4DKVpa8&feature=youtu.be


Top URLs in Tweet in G2:
[4] https://www.independent.ie/world-news/north-america/mark-zuckerberg-says-working-with-wife-priscilla-chan-opened-a-whole-new-side-of-their-relationship-41940711.html
[3] https://www.businessinsider.com/facebook-mark-zuckerberg-net-worth-priscilla-chan
[3] https://www.businessinsider.com/mark-zuckerberg-priscilla-chan-working-together-opened-relationship-2022-8
[1] https://twitter.com/i/web/status/1559792688517578752
[1] https://twitter.com/i/web/status/1559887775419322370
[1] https://www.kaumakani.com/chan-zuckerberg-advance-wilcox-medical-center-imaging-technology/
[1] https://twitter.com/i/web/status/1559952205527932934
[1] https://twitter.com/i/web/status/1559957553231998976
[1] https://twitter.com/i/web/status/1560055003959726080
[1] https://twitter.com/i/web/status/1560074016324349952

Top URLs in Tweet in G5:
[1] https://www.tiktok.com/@thehealingtempleoflight/video/7127326380827757870?_t=8VGrBBWFJUo&_r=1
[1] https://twitter.com/i/web/status/1564670099663032322
[1] https://twitter.com/i/web/status/1564571788272713728
[1] https://twitter.com/i/web/status/1559704981791543297
[1] https://twitter.com/i/web/status/1560396865513873412

Top URLs in Tweet in G6:
[7] https://along.org/
[2] https://www.google.com/imgres?imgurl=https://media.bizj.us/view/img/10331534/chan-zuckerberg*1024xx960-540-0-33.jpg&imgrefurl=https://www.bizjournals.com/sanfrancisco/news/2021/12/07/facebook-priscilla-chan-mark-zuckerberg-initiative.html&tbnid=vxOlmcPcC8LTlM&vet=1&docid=7tyox9K4klkH-M&w=960&h=540&source=sh/x/im
[1] https://www.google.com/imgres?imgurl=https://www.frontiersin.org/files/Articles/640502/fnins-15-640502-HTML/image_m/fnins-15-640502-g001.jpg&imgrefurl=https://www.frontiersin.org/articles/10.3389/fnins.2021.640502/full&tbnid=T4E11dLCiHch4M&vet=1&docid=TMY8EhghyPqhDM&w=3279&h=1252&source=sh/x/im
[1] https://twitter.com/rhamilton199/status/1212947717300903936
[1] https://www.google.com/imgres?imgurl=https://res.cloudinary.com/devex/image/fetch/c_scale,f_auto,q_auto,w_630/https://lh6.googleusercontent.com/_8R3jaFaeGFIhUkg3ZumBgFP4ZiElzvP79i1YLHNpWTb0r8Xj8ycepS8f0XFrhyGTbgOQcIJz_sa1xJAX5cuEJWfLtpNbcUQRBbbyVOeqZyw4SNVumfsf2UBM-NdgxPIWw5qAiOl&imgrefurl=https://www.devex.com/news/a-year-into-the-chan-zuckerberg-initiative-a-look-at-the-growing-team-88945&tbnid=W70lW6fk3aQFpM&vet=1&docid=pDiJjLzZv2YvCM&w=630&h=354&source=sh/x/im
[1] https://www.google.com/imgres?imgurl=https://www.statnews.com/wp-content/uploads/2020/01/Chan-Zuckerberg-disease-AP-645x645.jpg&imgrefurl=https://www.statnews.com/2020/02/03/chan-zuckerberg-initiative-to-fund-30-patient-groups-aiming-to-build-a-model-for-tackling-rare-diseases/&tbnid=PxV0-ULeLYoluM&vet=1&docid=0fB7AroTo5myeM&w=645&h=645&itg=1&source=sh/x/im
[1] https://www.eurekalert.org/news-releases/934471
[1] https://twitter.com/i/web/status/1560596311874965504
[1] https://www.czbiohub.org/cz-biohub-network-applications
[1] https://tech.chanzuckerberg.com/how-collaboration-on-chan-zuckerberg-id-inspires-a-czi-computational-biologist/

Top URLs in Tweet in G7:
[1] https://apnews.com/article/virus-outbreak-election-2020-technology-local-elections-elections-c2dcfde7fc750b7dd64243b0cf7fbb69

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1560441230244413442

Top URLs in Tweet in G9:
[2] https://tech.chanzuckerberg.com/how-collaboration-on-chan-zuckerberg-id-inspires-a-czi-computational-biologist/
[1] https://link.medium.com/kyD7M44Vpsb

Top URLs in Tweet in G10:
[1] https://help.donorschoose.org/hc/en-us/articles/7870052026263-Chan-Zuckerberg-Initiative-Classroom-Reward
[1] https://twitter.com/i/web/status/1560282058852773889

Top Domains
Top Domains in Tweet in Entire Graph:
[33] twitter.com
[15] businessinsider.com
[7] google.com
[7] along.org
[5] youtube.com
[4] chanzuckerberg.com
[4] independent.ie
[4] bizjournals.com
[2] washingtonpost.com
[2] influencewatch.org

Top Domains in Tweet in G1:
[1] youtube.com

Top Domains in Tweet in G2:
[16] twitter.com
[8] businessinsider.com
[4] independent.ie
[3] youtube.com
[2] google.com
[2] influencewatch.org
[1] kaumakani.com
[1] indistart.com
[1] co.uk
[1] chanzuckerberg.com

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

Top Domains in Tweet in G6:
[7] along.org
[5] google.com
[2] twitter.com
[1] eurekalert.org
[1] czbiohub.org
[1] chanzuckerberg.com
[1] startup.jobs

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

Top Domains in Tweet in G8:
[1] twitter.com

Top Domains in Tweet in G9:
[2] chanzuckerberg.com
[1] medium.com

Top Domains in Tweet in G10:
[1] donorschoose.org
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6] markzuckerberg
[4] donorschoose
[3] zuckerberg
[3] pedophiliaonfacebook
[3] techforthefuture
[3] priscillachan
[2] themoreyouknow
[2] webstory
[2] facebook
[2] sanfrancisco



Top Hashtags in Tweet in G2:
[2] markzuckerberg
[2] zuckerberg
[1] wcw
[1] startup
[1] byju
[1] mark
[1] rareasone
[1] czi
[1] wisconsin
[1] trumpwasright

Top Hashtags in Tweet in G4:
[1] soulmate
[1] marriage
[1] love
[1] markzuckerberg
[1] zuckerbergquotes
[1] zuckerberg

Top Hashtags in Tweet in G5:
[3] pedophiliaonfacebook
[2] themoreyouknow
[1] damn
[1] pedophile

Top Hashtags in Tweet in G6:
[1] openscience
[1] science
[1] techforthefuture

Top Hashtags in Tweet in G9:
[2] techforthefuture
[1] uncmdphd
[1] mdphd

Top Words
Top Words in Tweet in Entire Graph:
[212] zuckerberg
[191] chan
[73] mark
[68] priscilla
[51] wife
[50] one
[45] initiative
[43] million
[40] time
[38] week

Top Words in Tweet in G1:
[4] bombaybadboy
[4] julie_nonumbers
[3] tyefiam
[3] crystalclear314
[3] lavenlarose
[3] thechicosuave1
[3] ronquille_paul
[3] election
[2] speakeraoc
[2] johnrad15

Top Words in Tweet in G2:
[50] chan
[49] zuckerberg
[30] mark
[30] priscilla
[21] wife
[14] working
[11] whole
[11] side
[9] million
[9] opened

Top Words in Tweet in G4:
[38] time
[38] week
[37] before
[37] tying
[37] knot
[37] zuckerberg
[37] formally
[37] promised
[37] take
[37] chan

Top Words in Tweet in G5:
[7] zuckerberg
[6] chan
[6] guilty
[5] priscillachan4
[5] finkd
[5] chanzuckerberg_
[5] mark
[4] facebook
[4] priscilla
[3] meta

Top Words in Tweet in G6:
[15] chan
[15] zuckerberg
[7] 150
[7] classroom
[7] rewards
[7] opportunity
[7] sign
[7] give
[6] initiative
[6] biohub

Top Words in Tweet in G7:
[7] zuckerberg
[7] chan
[6] election
[4] rising_serpent
[4] czi
[4] initiative
[3] daflehrer4
[3] realmacreport
[3] contribution
[3] brings

Top Words in Tweet in G8:
[10] rodney
[10] medeiros
[10] died
[10] august
[10] 2019
[10] suffering
[10] heart
[10] attack
[10] koolau
[10] ranch

Top Words in Tweet in G9:
[6] tools
[5] cziscience
[5] katrina
[4] scientists
[4] computational
[4] biologist
[4] shouldn
[4] one
[4] use
[4] modern

Top Words in Tweet in G10:
[5] twosmartbunnies
[5] teachers
[5] 150
[5] classroom
[5] reward
[5] chan
[5] zuckerberg
[5] initiative
[5] completing
[5] reflections

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[76] chan,zuckerberg
[66] mark,zuckerberg
[66] priscilla,chan
[38] zuckerberg,initiative
[37] before,tying
[37] tying,knot
[37] knot,zuckerberg
[37] zuckerberg,formally
[37] formally,promised
[37] promised,take

Top Word Pairs in Tweet in G1:
[3] crystalclear314,bombaybadboy
[2] tyefiam,crystalclear314
[2] bombaybadboy,speakeraoc
[2] speakeraoc,julie_nonumbers
[2] julie_nonumbers,lavenlarose
[2] lavenlarose,johnrad15
[2] johnrad15,trumpfl
[2] trumpfl,thechicosuave1
[2] thechicosuave1,8brianvogel4
[2] originalgoalie,spacesvector

Top Word Pairs in Tweet in G2:
[29] priscilla,chan
[27] mark,zuckerberg
[17] chan,zuckerberg
[17] wife,priscilla
[13] working,wife
[12] zuckerberg,working
[11] whole,side
[8] chan,opened
[8] opened,whole
[7] zuckerberg,initiative

Top Word Pairs in Tweet in G4:
[37] before,tying
[37] tying,knot
[37] knot,zuckerberg
[37] zuckerberg,formally
[37] formally,promised
[37] promised,take
[37] take,chan
[37] chan,date
[37] date,minimum
[37] minimum,one

Top Word Pairs in Tweet in G5:
[5] finkd,chanzuckerberg_
[5] mark,zuckerberg
[4] zuckerberg,finkd
[4] priscilla,chan
[4] chan,priscillachan4
[3] facebook,meta
[3] guilty,#pedophiliaonfacebook
[3] #pedophiliaonfacebook,priscilla
[3] priscillachan4,sheryl
[3] sheryl,sandberg

Top Word Pairs in Tweet in G6:
[15] chan,zuckerberg
[7] 150,classroom
[7] classroom,rewards
[7] rewards,opportunity
[7] opportunity,chan
[7] zuckerberg,sign
[7] sign,give
[6] krockspage,150
[6] give,students
[6] students,co

Top Word Pairs in Tweet in G7:
[4] chan,zuckerberg
[4] zuckerberg,initiative
[3] daflehrer4,rising_serpent
[3] rising_serpent,realmacreport
[3] realmacreport,contribution
[3] contribution,brings
[3] brings,total
[3] total,funding
[3] funding,election
[3] election,zuckerberg

Top Word Pairs in Tweet in G8:
[10] rodney,medeiros
[10] medeiros,died
[10] died,august
[10] august,2019
[10] 2019,suffering
[10] suffering,heart
[10] heart,attack
[10] attack,koolau
[10] koolau,ranch
[10] ranch,sprawling

Top Word Pairs in Tweet in G9:
[4] katrina,computational
[4] computational,biologist
[4] biologist,shouldn
[4] shouldn,one
[4] one,use
[4] use,modern
[4] modern,analytics
[4] analytics,tools
[3] around,world
[3] cziscience,katrina

Top Word Pairs in Tweet in G10:
[5] teachers,150
[5] 150,classroom
[5] classroom,reward
[5] reward,chan
[5] chan,zuckerberg
[5] zuckerberg,initiative
[5] initiative,completing
[5] completing,reflections
[5] reflections,10
[4] twosmartbunnies,teachers

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@catmatrimony
@hawaiinewsnow
@krockspage
@priscillachan4
@cziscience
@twosmartbunnies
@jules31415
@julie_nonumbers
@finkd
@chanzuckerberg_

Top Mentioned in G1:
@julie_nonumbers
@crystalclear314
@bombaybadboy
@lavenlarose
@thechicosuave1
@ronquille_paul
@speakeraoc
@johnrad15
@trumpfl
@8brianvogel4

Top Mentioned in G2:
@conversatorioya
@corp_tyrell
@whiterabbitjedi

Top Mentioned in G3:
@jeffschlueter1
@donmorrisoninc
@aggressivedem
@reganlieutenant
@whurensohn
@prm13001813
@bigteethyouhave
@9livez1
@jennie_sc1
@emma34770971

Top Mentioned in G4:
@catmatrimony

Top Mentioned in G5:
@priscillachan4
@finkd
@chanzuckerberg_
@sherylsandberg
@facebook
@meta
@google
@zarkmuckerberg9

Top Mentioned in G6:
@krockspage
@czbiohub
@chanzuckerberg
@jimmyroybloom
@imnotaprototype

Top Mentioned in G7:
@rising_serpent
@realmacreport
@firkintoro
@daflehrer4
@reptroynehls

Top Mentioned in G8:
@hawaiinewsnow

Top Mentioned in G9:
@cziscience
@uncmdphd
@deshmukhlab

Top Mentioned in G10:
@twosmartbunnies
@lanebaima

Top Tweeters
Top Tweeters in Entire Graph:
@independent
@stigmabasen
@adabagcompany
@jimmyroybloom
@businessinsider
@hakeru_chan
@foxnews
@independent_ie
@news24
@utleyjacobite

Top Tweeters in G1:
@quin4trump
@marvinrjeffcoat
@dynamex
@trumpfl
@ronquille_paul
@johnrad15
@smilegreatday
@kcinor
@8brianvogel4
@big_crusher1000

Top Tweeters in G2:
@stigmabasen
@adabagcompany
@independent_ie
@newsmediadaily
@seputarinfoo
@maferegas
@liberty1jami
@jonletman
@englishjaun
@osagie1966

Top Tweeters in G3:
@utleyjacobite
@paulconfer
@hansondigby
@middlemolly
@lizstl13
@sumatrasue
@liewbob
@pithypacky
@emma34770971
@whurensohn

Top Tweeters in G4:
@catside2018
@mrdimonftpromot
@jeniffergodwin
@eyerusalembirh7
@kristalbogel
@saymasu63707241
@matico2022
@abubbahinc
@zolada9
@benitez_eros

Top Tweeters in G5:
@google
@phil_w888
@alan_beard1
@heart_sigma
@meta
@stealbobby
@facebook
@davidwh83947210
@zarkmuckerberg9
@finkd

Top Tweeters in G6:
@jimmyroybloom
@allexecjobs
@imnotaprototype
@laura15edwards
@buzzinteach410
@krockspage
@teachinwmyheart
@chanzuckerberg
@czbiohub
@agteacherlife

Top Tweeters in G7:
@rising_serpent
@catturd2
@unifyforfreedom
@realmacreport
@daflehrer4
@sunshinesass2
@firkintoro
@browncatpatriot
@pdunnchandler
@jdvance1

Top Tweeters in G8:
@beckyshockmay
@mahalo11abby
@hawaiinewsnow
@rsdarlene
@thatbitchkriss
@kammi05
@jisa1398
@_1lov3_
@the_brees_knees
@hawaiianboy2

Top Tweeters in G9:
@gawbul
@samceda
@pscpartners
@cziscience
@phys_scientist
@uncmdphd
@ky396
@deshmukhlab

Top Tweeters in G10:
@ginaparnell
@twosmartbunnies
@lanebaima
@hadleyh98
@jholmestusd
@4thteach2020
@elbommarito
@rocking3rdgrade


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