Chan Zuckerberg, Twitter, 1/13/2021 9:22:36 PM, 245514


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Chan Zuckerberg_2021-01-13_08-05-02.xlsx
Chan Zuckerberg_2021-01-13_08-05-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 13, 2021
Short Description:
Chan Zuckerberg via NodeXL https://bit.ly/3qbO6Ua
@teddyschleifer
@realdonaldtrump
@leon_wl_chan
@joe_norte
@berg00940
@upperlowerclass
@justinhendrix
@czbiohub
@dailymail
@chanzuckerberg

Top hashtags:
#washuinnovators
#covid19
#zuckerberg
#graceperiod
#imaging

Description:
Description
The graph represents a network of 553 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, 13 January 2021 at 16:06 UTC.

The requested start date was Wednesday, 13 January 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, 20-hour, 54-minute period from Wednesday, 30 December 2020 at 01:09 UTC to Tuesday, 12 January 2021 at 22:04 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 : 553
Unique Edges : 320
Edges With Duplicates : 572
Total Edges : 892
Number of Edge Types : 5
Replies to : 73
Tweet : 174
Mentions : 104
Retweet : 242
MentionsInRetweet : 299
Self-Loops : 179
Reciprocated Vertex Pair Ratio : 0.00894854586129754
Reciprocated Edge Ratio : 0.0177383592017738
Connected Components : 170
Single-Vertex Connected Components : 69
Maximum Vertices in a Connected Component : 34
Maximum Edges in a Connected Component : 96
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.120777
Graph Density : 0.00147744843672196
Modularity : 0.557192
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 553 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, 13 January 2021 at 16:06 UTC.

The requested start date was Wednesday, 13 January 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, 20-hour, 54-minute period from Wednesday, 30 December 2020 at 01:09 UTC to Tuesday, 12 January 2021 at 22:04 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:
[10] https://www.businessinsider.com/facebook-mark-zuckerberg-net-worth-priscilla-chan-2017-10
[9] https://sf.eater.com/21561143/covid-19-restaurants-indoor-dining-stanford-chan-zuckerberg
[7] https://www.dailymail.co.uk/news/article-9125469/Zuckerbergs-wife-shows-surfing-skills-Hawaii-Trump-banned-Facebook.html?ito=social-twitter_dailymailus
[7] https://www.washingtonpost.com/politics/zuckerberg-chan-elections-facebook/2020/10/12/0e07de94-0cba-11eb-8074-0e943a91bf08_story.html
[5] https://de.wikipedia.org/wiki/Priscilla_Chan
[5] https://de.wikipedia.org/wiki/Mark_Zuckerberg
[5] https://www.vox.com/recode/2020/12/22/22194518/mike-troncoso-chan-zuckerberg-initiative-kamala-harris
[5] https://www.bloomberg.com/tosv2.html?vid=&uuid=a9e64a20-b559-11ea-8418-f1e143aafcf6&url=L2dyYXBoaWNzLzIwMjAtb3Bpbmlvbi1jaGFuLXp1Y2tlcmJlcmctYmlvaHViLWNvdmlkLXRyYWNpbmcvP3NybmQ9b3Bpbmlvbi10ZWNobm9sb2d5LWFuZC1pZGVhcyZjbXBpZCUzRD1zb2NpYWxmbG93LXR3aXR0ZXItdmlldyZ1dG1fbWVkaXVtPXNvY2lhbCZ1dG1fY29udGVudD12aWV3JnV0bV9zb3VyY2U9dHdpdHRlciZ1dG1fY2FtcGFpZ249c29jaWFsZmxvdy1vcmdhbmlj
[4] https://www.instagram.com/accounts/login/
[3] https://democrats.org/wp-content/uploads/sites/2/2020/08/2020-Democratic-Party-Platform.pdf

Top URLs in Tweet in G1:
[10] https://www.businessinsider.com/facebook-mark-zuckerberg-net-worth-priscilla-chan-2017-10
[4] https://www.instagram.com/accounts/login/
[1] https://news.vanderbilt.edu/2020/12/02/vanderbilt-microscopist-receives-chan-zuckerberg-initiative-grant-to-expand-access-to-imaging-technologies/
[1] https://www.businessinsider.com/mark-zuckerberg-family-office-weststreet-misconduct-allegations-2020-2
[1] https://twitter.com/i/web/status/1344339362616651776
[1] https://www.vox.com/recode/2020/12/22/22194518/mike-troncoso-chan-zuckerberg-initiative-kamala-harris
[1] https://twitter.com/i/web/status/1344502322207068161
[1] https://twitter.com/i/web/status/1344502715775389697
[1] http://uknow.uky.edu/research/chan-zuckerberg-initiative-awards-uk-statistician-s-open-software-advance-biomedical
[1] https://www.washingtonpost.com/technology/2020/06/06/chan-zuckerberg-initiative-open-letter-trump/

Top URLs in Tweet in G2:
[2] https://www.vox.com/recode/2020/12/22/22194518/mike-troncoso-chan-zuckerberg-initiative-kamala-harris
[1] https://twitter.com/kenvogel/status/1346510334090227712

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1348534282776686592
[1] https://twitter.com/i/web/status/1344302036205117440
[1] https://twitter.com/i/web/status/1344807683371773957
[1] https://twitter.com/i/web/status/1348469322465890304
[1] https://twitter.com/i/web/status/1344336656883707905

Top URLs in Tweet in G6:
[7] https://www.dailymail.co.uk/news/article-9125469/Zuckerbergs-wife-shows-surfing-skills-Hawaii-Trump-banned-Facebook.html?ito=social-twitter_dailymailus
[1] https://engineering.wustl.edu/news/2020/Chan-Zuckerberg-Initiative-names-two-WashU-groups-Frontiers-of-Imaging-grantees.html
[1] https://vp.research.msu.edu/news/chan-zuckerberg-initiative-announces-program-imaging-scientists
[1] https://abc13.com/mark-zuckerbergs-wife-is-pregnant-priscilla-chan-zuckerberg-baby-zuckerbergs-discuss-miscarriages/897373/
[1] https://mashable.com/article/how-to-delete-instagram/
[1] https://chanzuckerberg.com/science/programs-resources/single-cell-biology/seednetworks/human-cell-atlas-of-the-female-reproductive-system/
[1] https://twitter.com/i/web/status/1344769037386076160
[1] https://www.google.com/imgres?imgurl=https://i.dailymail.co.uk/1s/2020/10/13/14/34337116-0-image-a-4_1602594747895.jpg&imgrefurl=https://www.dailymail.co.uk/news/article-8834885/Mark-Zuckerberg-Priscilla-Chan-donate-additional-100M-election-administrators.html&tbnid=-GPWPF5m0PGhyM&vet=1&docid=s_8CVaQDPeIpSM&w=636&h=382&itg=1&hl=en-US&source=sh/x/im
[1] https://www.google.com/imgres?imgurl=https://www.mercurynews.com/wp-content/uploads/2019/11/SJM-L-SCIAWARD-1104-9-1.jpg?w%3D640&imgrefurl=https://www.mercurynews.com/2020/05/13/mark-zuckerberg-priscilla-chan-give-100k-to-these-8-restaurants&tbnid=dtrqK_QIUK05VM&vet=1&docid=5aB5EQDq30VCHM&w=640&h=466&itg=1&hl=en-US&source=sh/x/im
[1] https://www.google.com/imgres?imgurl=http://cdn01.cdn.justjared.com/wp-content/uploads/2017/03/zuck-baby/mark-zuckerberg-priscilla-chan-baby-03.jpg&imgrefurl=http://www.justjared.com/photo-gallery/3871896/mark-zuckerberg-priscilla-chan-baby-03/&tbnid=iDfhT6FSxrUPnM&vet=1&docid=9dBZwlJWOVfGEM&w=787&h=1222&itg=1&hl=en-US&source=sh/x/im

Top URLs in Tweet in G7:
[1] https://twitter.com/adamserwer/status/1347338994422583309

Top URLs in Tweet in G8:
[3] https://democrats.org/wp-content/uploads/sites/2/2020/08/2020-Democratic-Party-Platform.pdf
[2] https://www.vox.com/recode/2020/12/22/22194518/mike-troncoso-chan-zuckerberg-initiative-kamala-harris
[2] https://www.worldviewweekend.com/news/article/democrats-demanding-biden-clamp-down-conservative-christians-remove-them-public-office
[2] https://theamericanreport.org/2020/12/18/stealing-america-former-communist-comey-got-scorecard-election-hacking-source-code-and-knew-solarwinds-was-not-secure/
[2] https://electioninnovation.org/press/chan-zuckerberg-increase-2020-election-support/
[2] https://loomered.com/2020/12/17/exclusive-hunter-biden-emails-reveal-founder-of-facebooks-dc-office-banned-accounts-at-bidens-request-as-family-made-millions-from-silicon-valley-dems/
[1] https://chanzuckerberg.com/
[1] http://www.worldviewweekend.com/tv/video/democrat-plan-aggressively-persecute-conservative-christians-using-biden-administration

Top URLs in Tweet in G9:
[1] https://www.dailynews.com/2020/12/06/the-rise-of-questionably-nonpartisan-spending/
[1] https://twitter.com/PhillDKline/status/1345467593113661440

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1348061012763828225

Top Domains
Top Domains in Tweet in Entire Graph:
[63] twitter.com
[14] businessinsider.com
[11] google.com
[10] eater.com
[10] wikipedia.org
[9] washingtonpost.com
[8] co.uk
[8] vox.com
[7] bloomberg.com
[4] instagram.com

Top Domains in Tweet in G1:
[24] twitter.com
[12] businessinsider.com
[4] instagram.com
[3] vox.com
[2] washingtonpost.com
[2] reuters.com
[1] vanderbilt.edu
[1] uky.edu
[1] cnn.com
[1] bloomberg.com

Top Domains in Tweet in G2:
[2] vox.com
[1] twitter.com

Top Domains in Tweet in G3:
[5] twitter.com

Top Domains in Tweet in G6:
[9] google.com
[7] co.uk
[3] twitter.com
[2] wustl.edu
[2] chanzuckerberg.com
[1] msu.edu
[1] abc13.com
[1] mashable.com
[1] starmagazine.com
[1] sfgate.com

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

Top Domains in Tweet in G8:
[3] democrats.org
[3] worldviewweekend.com
[2] vox.com
[2] theamericanreport.org
[2] electioninnovation.org
[2] loomered.com
[1] chanzuckerberg.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4] washuinnovators
[3] covid19
[2] zuckerberg
[2] graceperiod
[2] imaging
[2] fridayfeeling
[2] aws
[2] azure
[2] icymi
[2] echaunvistazo



Top Hashtags in Tweet in G1:
[2] zuckerberg
[2] graceperiod
[1] imaging
[1] microscopy
[1] linewalker_theprelude
[1] moses_chan
[1] mark_zuckerberg
[1] hiring

Top Hashtags in Tweet in G2:
[2] icymi

Top Hashtags in Tweet in G6:
[4] washuinnovators
[2] fridayfeeling
[1] photoacoustics
[1] imaging
[1] opticalimaging
[1] washufuse
[1] covid19

Top Hashtags in Tweet in G8:
[1] coi
[1] conflictofinterest
[1] ctcl

Top Words
Top Words in Tweet in Entire Graph:
[359] zuckerberg
[288] chan
[190] mark
[120] facebook
[100] priscilla
[85] initiative
[43] director
[41] wife
[37] technology
[33] give

Top Words in Tweet in G1:
[75] zuckerberg
[58] chan
[47] mark
[23] facebook
[20] priscilla
[18] initiative
[12] million
[12] ceo
[12] 100
[12] ç

Top Words in Tweet in G2:
[35] chan
[35] zuckerberg
[33] teddyschleifer
[33] facebook
[32] initiative
[32] director
[32] technology
[28] bidenâ
[17] austin
[17] lin

Top Words in Tweet in G3:
[23] zuckerberg
[18] arrest
[17] chan
[17] joe_norte
[10] mark
[10] scam
[9] priscilla
[7] adjudication
[7] ballots
[6] according

Top Words in Tweet in G4:
[23] last
[23] lolbert
[23] screaming
[23] private
[23] companies
[23] shoved
[23] prime
[23] boxcar
[23] shipped
[22] upperlowerclass

Top Words in Tweet in G5:
[24] zuckerberg
[24] chan
[22] justinhendrix
[22] don
[22] know
[22] needs
[22] hear
[22] mark
[22] priscella
[22] give

Top Words in Tweet in G6:
[27] chan
[23] priscilla
[23] mark
[20] zuckerberg
[10] chanzuckerberg
[8] zuckerberg's
[7] wife
[7] pictured
[7] showing
[7] surfing

Top Words in Tweet in G7:
[8] zuckerberg
[6] facebook
[5] twitter
[5] mark
[4] instagram
[3] chan
[3] google
[3] sherylsandberg
[3] jack
[3] sundarpichai

Top Words in Tweet in G8:
[9] realdonaldtrump
[4] brandonstraka
[4] matriotsue
[4] god
[4] list
[4] endless
[4] let's
[4] begin
[4] tech
[4] giants

Top Words in Tweet in G9:
[18] mark
[18] zuckerberg
[18] priscilla
[18] chan
[16] susan_shelley
[13] true
[13] facebook
[13] owner
[13] wife
[13] donated

Top Words in Tweet in G10:
[12] dinner
[12] included
[12] apple
[12] tim
[12] cook
[12] microsoft
[12] satya
[12] nadella
[12] zuckerberg
[12] reportedly

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[153] mark,zuckerberg
[130] chan,zuckerberg
[92] priscilla,chan
[79] zuckerberg,initiative
[37] director,technology
[35] wife,priscilla
[34] facebook,chan
[32] zuckerberg,chan
[31] zuckerberg,priscilla
[24] zuckerberg,wife

Top Word Pairs in Tweet in G1:
[38] mark,zuckerberg
[31] chan,zuckerberg
[19] priscilla,chan
[17] zuckerberg,initiative
[11] facebook,ceo
[10] zuckerberg,became
[10] became,third
[10] third,person
[10] person,earth
[10] earth,worth

Top Word Pairs in Tweet in G2:
[35] chan,zuckerberg
[33] facebook,chan
[32] zuckerberg,initiative
[32] director,technology
[17] austin,lin
[17] lin,facebook
[17] initiative,alum
[17] deputy,director
[17] technology,gt
[16] teddyschleifer,austin

Top Word Pairs in Tweet in G3:
[13] zuckerberg,chan
[10] mark,zuckerberg
[6] according,ben
[6] ben,sasse
[6] sasse,mike
[6] mike,pence
[6] pence,one
[6] one,constitutional
[6] constitutional,role
[6] role,except

Top Word Pairs in Tweet in G4:
[23] last,lolbert
[23] lolbert,screaming
[23] screaming,private
[23] private,companies
[23] companies,shoved
[23] shoved,prime
[23] prime,boxcar
[23] boxcar,shipped
[22] upperlowerclass,last

Top Word Pairs in Tweet in G5:
[22] don,know
[22] know,needs
[22] needs,hear
[22] hear,mark
[22] mark,zuckerberg
[22] zuckerberg,priscella
[22] priscella,chan
[22] chan,give
[22] give,billions
[22] billions,pro

Top Word Pairs in Tweet in G6:
[23] priscilla,chan
[15] mark,zuckerberg
[12] zuckerberg,priscilla
[8] mark,zuckerberg's
[7] zuckerberg's,wife
[7] wife,priscilla
[7] chan,pictured
[7] pictured,showing
[7] showing,surfing
[7] surfing,skills

Top Word Pairs in Tweet in G7:
[5] mark,zuckerberg
[4] facebook,instagram
[3] instagram,twitter
[3] twitter,google
[3] google,mark
[3] zuckerberg,sherylsandberg
[3] sherylsandberg,jack
[3] jack,sundarpichai
[3] sundarpichai,susanwojcicki
[2] selenagomez,facebook

Top Word Pairs in Tweet in G8:
[4] brandonstraka,matriotsue
[4] matriotsue,realdonaldtrump
[4] realdonaldtrump,god
[4] god,list
[4] list,endless
[4] endless,let's
[4] let's,begin
[4] begin,tech
[4] tech,giants
[4] giants,pichai

Top Word Pairs in Tweet in G9:
[18] mark,zuckerberg
[18] priscilla,chan
[13] true,facebook
[13] facebook,owner
[13] owner,mark
[13] zuckerberg,wife
[13] wife,priscilla
[13] chan,donated
[13] donated,hundreds
[13] hundreds,millions

Top Word Pairs in Tweet in G10:
[12] dinner,included
[12] included,apple
[12] apple,tim
[12] tim,cook
[12] cook,microsoft
[12] microsoft,satya
[12] satya,nadella
[12] nadella,zuckerberg
[12] zuckerberg,reportedly
[12] reportedly,asked

Top Replied-To
Top Replied-To in Entire Graph:
@joenophd
@elonmusk
@teddyschleifer
@valdaconne1
@chanzuckerberg
@pamelageller
@gcponz
@lawrencesellin
@hohojanna
@bimboubermensch

Top Replied-To in G2:
@teddyschleifer

Top Replied-To in G3:
@jaketapper
@laurenwitzkede
@msnbc
@joshsataraxis

Top Replied-To in G6:
@chanzuckerberg
@czbiohub

Top Replied-To in G7:
@secretarycarson
@teamtrump
@facebook

Top Replied-To in G8:
@brandonstraka
@lindawarriorgal
@philldkline
@realdonaldtrump

Top Mentioned
Top Mentioned in Entire Graph:
@teddyschleifer
@upperlowerclass
@justinhendrix
@joe_norte
@susan_shelley
@climatedepot
@1thessch5
@realdonaldtrump
@chanzuckerberg
@tuahirud

Top Mentioned in G1:
@imagingorg

Top Mentioned in G2:
@teddyschleifer
@rachaelmyrow
@kenvogel

Top Mentioned in G3:
@joe_norte
@mehdirhasan
@msnbc
@laurenwitzkede
@tahoerimriders
@harrispolitico
@susanbernier910
@getovermyskis
@mtgreenee

Top Mentioned in G4:
@upperlowerclass

Top Mentioned in G5:
@justinhendrix

Top Mentioned in G6:
@chanzuckerberg
@dailymail
@washuotm
@washuengineers
@crisistextline
@healthymindsorg
@washufuse
@ucsf
@wustlmed
@tuttmala

Top Mentioned in G7:
@twitter
@facebook
@instagram
@google
@sherylsandberg
@jack
@sundarpichai
@susanwojcicki
@selenagomez
@realdonaldtrump

Top Mentioned in G8:
@realdonaldtrump
@matriotsue
@make_nj_red
@brandonstraka
@hwildwest
@lindawarriorgal
@danscavino
@rudygiuliani

Top Mentioned in G9:
@susan_shelley

Top Mentioned in G10:
@climatedepot

Top Tweeters
Top Tweeters in Entire Graph:
@milenio
@argojournal
@thehill
@lauracgilleslil
@varun18vijay
@hakeru_chan
@jappserrallo
@abc7newsbayarea
@rt_com
@rushetteny

Top Tweeters in G1:
@ankit_marketing
@seputarinfoo
@mytweetmark
@catechcouncil
@felixmalutzki
@techinsider
@chnerevolution
@victoriamar1575
@augieray
@chemi_chan

Top Tweeters in G2:
@argojournal
@rushetteny
@williamamos
@heather_hear
@raythegrouch
@agyw13
@rmac18
@cygnathreadbare
@teddyschleifer
@kenvogel

Top Tweeters in G3:
@jappserrallo
@roberts2350
@raulgar131
@msnbc
@jaketapper
@peopletalk15
@mehdirhasan
@frantizekpaul
@anne_fallible
@tahoerimriders

Top Tweeters in G4:
@kalishjantzen
@stephamaybe
@bitmaelstrom
@mamaswati
@ericontrarian
@jonnymicro
@itsfuckinsami
@vinsidious
@erinewrites
@masterthiefesq

Top Tweeters in G5:
@canaryamerica
@karma_incarnate
@indra68
@cherokee_welch
@leightonandrews
@joann_shimonis
@iancundell
@neighborlee
@slategraycat88
@jeannin57826820

Top Tweeters in G6:
@dailymail
@mikenov
@13marychuy
@singlecellmedia
@ucsf
@preciousmyheart
@wustlmed
@washuengineers
@atabby78
@crisistextline

Top Tweeters in G7:
@google
@diamante_chan
@teamtrump
@jack
@misstourane
@kayleighmcenany
@facebook
@instagram
@twitter
@hawleymo

Top Tweeters in G8:
@lindawarriorgal
@melody_mcgowan
@sheba_beta
@dab7one1
@michael08080729
@realdonaldtrump
@hwildwest
@brandonstraka
@diamondddp11
@danscavino

Top Tweeters in G9:
@lauracgilleslil
@newsblurt
@auweia1
@hybiscus33
@gapfiller99
@roxanneforad46
@cararules
@mmstriadx
@avisplumb
@joeflyga

Top Tweeters in G10:
@topkubob
@autodog5150
@abufatemah111
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