Chan Zuckerberg, Twitter, 12/7/2022 11:28:26 PM, 285744


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Chan Zuckerberg_2022-12-07_08-05-22.xlsx
Chan Zuckerberg_2022-12-07_08-05-22.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 07, 2022
Short Description:
Chan Zuckerberg via NodeXL https://bit.ly/3BjFtiu
@alinewagahaman1
@conceptualjames
@chanzuckerberg
@cziscience
@leibniz_ipht
@amuse
@sinaibrain
@moderaterepand1
@prereview_
@hpovos

Top hashtags:
#remote
#wfh
#communityfund
#zuckerberg
#python
#typescript
#react

Description:
Description
The graph represents a network of 324 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, 07 December 2022 at 16:05 UTC.

The requested start date was Wednesday, 07 December 2022 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, 7-hour, 23-minute period from Wednesday, 23 November 2022 at 11:25 UTC to Tuesday, 06 December 2022 at 18:48 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 : 324
Unique Edges : 196
Edges With Duplicates : 341
Total Edges : 537
Number of Edge Types : 5
Replies to : 34
Mentions : 74
Tweet : 57
Retweet : 157
MentionsInRetweet : 215
Self-Loops : 60
Reciprocated Vertex Pair Ratio : 0.00993377483443709
Reciprocated Edge Ratio : 0.019672131147541
Connected Components : 84
Single-Vertex Connected Components : 39
Maximum Vertices in a Connected Component : 46
Maximum Edges in a Connected Component : 91
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.911448
Graph Density : 0.00291442112907541
Modularity : 0.58438
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 324 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, 07 December 2022 at 16:05 UTC.

The requested start date was Wednesday, 07 December 2022 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, 7-hour, 23-minute period from Wednesday, 23 November 2022 at 11:25 UTC to Tuesday, 06 December 2022 at 18:48 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:
[2] https://chanzuckerberg.com/about/annual-letter/year-2022/
[2] https://cbd.cmu.edu/news/2022/yang-zhang-receives-chan-zuckerberg-grant.html
[2] https://www.vox.com/the-goods/23466433/sbf-ftx-zuckerberg-elon-musk-billionaires-lies
[1] https://www.bolnews.com/international/2022/12/mark-zuckerberg-and-priscilla-chan-sell-their-san-francisco-home-for-31-million/
[1] https://techcrunch.com/2017/03/09/mark-zuckerberg-and-priscilla-chan-are-expecting-another-baby-girl/amp/
[1] https://www.cnn.com/2022/12/05/politics/dominion-voting-systems-facebook-supreme-court/index.html
[1] https://www.youtube.com/watch?v=LhQOn9IOmeE&feature=youtu.be

[1] https://blog.bokeh.org/announcing-czi-funding-for-bokeh-for-bioscience-5f74426c011a
[1] https://www.protocol.com/
[1] https://twitter.com/broadhurstbobb/status/1599782681306226688

Top URLs in Tweet in G3:
[2] https://chanzuckerberg.com/about/annual-letter/year-2022/
[1] https://revistaquem.globo.com/noticias/noticia/2022/11/apos-demissoes-em-massa-na-meta-mark-zuckerberg-tira-ferias-no-havai.ghtml?utm_source=twitter&utm_medium=social&utm_campaign=post
[1] https://www.pressreleasepoint.com/chan-zuckerberg-initiative-grant-fuel-computing-projects-van-andel-institute-grand-valley-state
[1] https://twitter.com/i/web/status/1597358978903969792
[1] https://www.smartbrief.com/sharedSummary/index.jsp?briefId=3E572E12-3FBC-11D5-AD13-000244141872&issueId=1CAF06E1-2794-4546-8CBB-8133BCBD546F©Id=ECB1D896-D0A7-4820-BA60-79B60F5828B0
[1] https://michaelbhorn.substack.com/p/chan-zuckerberg-initiatives-head?utm_source=twitter&utm_campaign=auto_share&r=4uiv9
[1] https://www.linkedin.com/feed/update/urn:li:share:7003763739032268800
[1] https://invisiblepeople.tv/invisible-people-selected-as-recipient-of-chan-zuckerberg-initiative-grant/?utm_source=rss&utm_medium=rss&utm_campaign=invisible-people-selected-as-recipient-of-chan-zuckerberg-initiative-grant&utm_source=rss&utm_medium=Sendible&utm_campaign=RSS
[1] https://huntdailynews.in/chan-zuckerberg-supports-research-to-improve-education/
[1] https://virtualschooling.wordpress.com/2022/11/30/chan-zuckerberg-initiatives-head-of-education-on-supporting-student-educator-wellbeing/

Top URLs in Tweet in G4:
[2] https://cbd.cmu.edu/news/2022/yang-zhang-receives-chan-zuckerberg-grant.html
[1] https://invisiblepeople.tv/invisible-people-selected-as-recipient-of-chan-zuckerberg-initiative-grant/
[1] https://www.leibniz-ipht.de/en/improve-microscopy-leibniz-ipht-receives-chan-zuckerberg-initiative-award/
[1] https://idw-online.de/-DEuGAC
[1] https://idw-online.de/-DEuKAC
[1] https://elifesciences.org/for-the-press/35695590/prereview-and-elife-welcome-chan-zuckerberg-initiative-s-support-to-boost-community-engagement-in-public-preprint-review

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1597960464851668992
[1] https://twitter.com/i/web/status/1595379960008540160

Top URLs in Tweet in G6:
[1] https://blog.bokeh.org/announcing-czi-funding-for-bokeh-for-bioscience-5f74426c011a
[1] https://twitter.com/cziscience/status/1598372821637660673
[1] https://www.mountsinai.org/about/newsroom/2022/mount-sinai-scientists-awarded-grant-from-chan-zuckerberg-initiative-to-advance-understanding-and-therapeutics-for-rare-blood-vessel-disease?_ga=2.164341631.1909471425.1669824545-944161419.1632412802

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1594729580878864384

Top URLs in Tweet in G9:
[1] https://www.ncbi.nlm.nih.gov/grc/human/issues
[1] https://twitter.com/angelaronnette/status/1596309428906909697

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1597985730432991232
[1] https://twitter.com/i/web/status/1597688794442272768
[1] https://twitter.com/i/web/status/1597971651261771778

Top Domains
Top Domains in Tweet in Entire Graph:
[22] twitter.com
[3] chanzuckerberg.com
[2] linkedin.com
[2] washingtonexaminer.com
[2] revolver.news
[2] nulledmix.com
[2] wordpress.com
[2] smartbrief.com
[2] cmu.edu
[2] invisiblepeople.tv

Top Domains in Tweet in G3:
[7] twitter.com
[3] chanzuckerberg.com
[2] smartbrief.com
[2] linkedin.com
[2] nulledmix.com
[2] revolver.news
[1] globo.com
[1] pressreleasepoint.com
[1] substack.com
[1] invisiblepeople.tv

Top Domains in Tweet in G4:
[2] cmu.edu
[2] idw-online.de
[1] invisiblepeople.tv
[1] leibniz-ipht.de
[1] elifesciences.org

Top Domains in Tweet in G5:
[2] twitter.com

Top Domains in Tweet in G6:
[1] bokeh.org
[1] twitter.com
[1] mountsinai.org

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3] remote
[3] wfh
[3] communityfund
[2] zuckerberg
[2] python
[2] typescript
[2] react
[2] reactjs
[2] tech
[2] neurology



Top Hashtags in Tweet in G3:
[1] womeninstem
[1] womeninscience
[1] mount
[1] sinai
[1] scientists
[1] chan
[1] zuckerberg
[1] advance
[1] understanding
[1] therapeutics

Top Hashtags in Tweet in G4:
[2] microscopy
[1] imaging
[1] mikroskopie
[1] preprintreview

Top Hashtags in Tweet in G6:
[1] cadasil
[1] rareasone

Top Words
Top Words in Tweet in Entire Graph:
[224] zuckerberg
[218] chan
[82] mark
[82] priscilla
[61] foundation
[47] gates
[45] alinewagahaman1
[44] initiative
[44] bill
[44] two

Top Words in Tweet in G1:
[46] zuckerberg
[46] mark
[46] priscilla
[46] chan
[45] alinewagahaman1

Top Words in Tweet in G2:
[41] schools
[41] foundation
[40] funders
[40] melinda
[40] two
[40] zuckerberg
[40] charter
[40] biggest
[40] bill
[40] gates

Top Words in Tweet in G3:
[38] zuckerberg
[37] chan
[14] initiative
[11] mark
[11] priscilla
[9] corrupted
[6] 2022
[6] education
[5] grant
[4] facebook

Top Words in Tweet in G4:
[17] chanzuckerberg
[12] grants
[10] napari
[8] plugin
[7] given
[7] equity
[7] excited
[7] racial
[7] named
[7] announce

Top Words in Tweet in G5:
[15] hud
[15] secretary
[15] fudge
[15] marcia
[15] chan
[14] election
[14] zuckerberg
[13] replaced
[13] funded
[13] built

Top Words in Tweet in G6:
[9] cziscience
[8] awarded
[6] fannyelahi
[6] million
[6] congratulations
[6] advance
[6] therapeutics
[6] funding
[6] understanding
[5] fo

Top Words in Tweet in G7:
[6] zuckerberg
[5] chan
[5] elonmusk
[4] 2020
[4] election
[2] donated
[2] million
[2] campaign
[2] wife
[2] think

Top Words in Tweet in G8:
[14] zuckerberg
[14] chan
[7] mark
[7] priscilla
[7] wife
[7] billgates
[7] gatesfoundation
[7] melindagates
[6] initi
[6] prodigalthe3rd

Top Words in Tweet in G9:
[3] zuckerberg
[3] chan
[3] initiative
[2] genome
[2] thejikky

Top Words in Tweet in G10:
[3] metalbaby2u
[3] jerrywallacejr
[3] teamphil
[3] jimlikesbb
[3] youknow714
[3] andoverphist
[3] jackdoranjr
[2] sickathehighhat

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[120] chan,zuckerberg
[82] mark,zuckerberg
[81] priscilla,chan
[48] zuckerberg,priscilla
[45] alinewagahaman1,mark
[42] melinda,gates
[42] gates,foundation
[42] bill,melinda
[41] foundation,chan
[40] schools,bill

Top Word Pairs in Tweet in G1:
[46] zuckerberg,priscilla
[46] priscilla,chan
[46] mark,zuckerberg
[45] alinewagahaman1,mark

Top Word Pairs in Tweet in G2:
[40] biggest,funders
[40] funders,charter
[40] schools,bill
[40] foundation,chan
[40] chan,zuckerberg
[40] gates,foundation
[40] two,biggest
[40] melinda,gates
[40] bill,melinda
[40] charter,schools

Top Word Pairs in Tweet in G3:
[22] chan,zuckerberg
[13] zuckerberg,initiative
[11] mark,zuckerberg
[10] priscilla,chan
[7] corrupted,corrupted
[4] zuckerberg,chan
[3] improve,education
[3] research,improve
[3] siblings,net
[3] age,parents

Top Word Pairs in Tweet in G4:
[7] napari,plugin
[7] equity,grants
[7] announce,named
[7] named,recipient
[7] given,chanzuckerberg
[7] racial,equity
[7] grants,given
[7] excited,announce
[7] recipient,racial
[6] plugin,foundation

Top Word Pairs in Tweet in G5:
[15] secretary,marcia
[15] marcia,fudge
[15] hud,secretary
[14] chan,zuckerberg
[13] funded,taxpayers
[13] built,hud
[13] taxpayers,replaced
[13] replaced,chan
[13] infrastructure,built
[13] election,infrastructure

Top Word Pairs in Tweet in G6:
[6] cziscience,advance
[6] advance,understanding
[6] awarded,million
[6] fannyelahi,awarded
[6] congratulations,fannyelahi
[6] understanding,therapeutics
[6] funding,cziscience
[6] million,funding
[5] sinaibrain,congratulations
[5] therapeutics,fo

Top Word Pairs in Tweet in G7:
[2] tomfitton,elonmusk
[2] priscilla,chan
[2] zuckerberg,wife
[2] wife,priscilla
[2] 2020,election

Top Word Pairs in Tweet in G8:
[7] chan,chan
[7] wife,priscilla
[7] zuckerberg,wife
[7] priscilla,chan
[7] chan,zuckerberg
[7] billgates,melindagates
[7] melindagates,gatesfoundation
[7] mark,zuckerberg
[7] gatesfoundation,mark
[6] zuckerberg,initi

Top Word Pairs in Tweet in G9:
[3] zuckerberg,initiative
[3] chan,zuckerberg

Top Word Pairs in Tweet in G10:
[3] jerrywallacejr,youknow714
[3] andoverphist,metalbaby2u
[2] jackdoranjr,andoverphist
[2] metalbaby2u,jerrywallacejr
[2] teamphil,jackdoranjr

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@alinewagahaman1
@conceptualjames
@chanzuckerberg
@amuse
@cziscience
@melindagates
@gatesfoundation
@prodigalthe3rd
@billgates
@fannyelahi

Top Mentioned in G1:
@alinewagahaman1

Top Mentioned in G2:
@conceptualjames

Top Mentioned in G4:
@chanzuckerberg
@invisiblepeople
@leibniz_ipht
@cmucompbio
@elife
@scietyhq
@jacopo_abramo
@freina3
@cziscience
@prereview_

Top Mentioned in G5:
@amuse
@roncoleman

Top Mentioned in G6:
@cziscience
@fannyelahi
@sinaibrain
@chanzuckerberg
@bokeh
@leibniz_ipht
@cadasil_assn

Top Mentioned in G7:
@elonmusk
@christyoung1971
@dwuhlfelderlaw

Top Mentioned in G8:
@melindagates
@gatesfoundation
@prodigalthe3rd
@billgates

Top Mentioned in G9:
@charlesrixey
@thejikky
@thesmokingrdog
@stevenemassey
@daoyu15
@pathogenetics
@humblesci

Top Mentioned in G10:
@teamphil
@andoverphist
@metalbaby2u
@jerrywallacejr
@youknow714
@jimlikesbb
@jackdoranjr
@tom_neverwinter
@sickathehighhat

Top Tweeters
Top Tweeters in Entire Graph:
@prpnews
@miragenewscom
@nahidalaei
@marcoranieri72
@tekanomo_
@chan_to_the_ho
@jwarrenstokes
@jobsviatweet
@sophiatseliem
@mamamadisons

Top Tweeters in G1:
@derickbusindo
@dauntlesseskimo
@rojamaibo
@oluwa_flavor
@petertumusiime9
@its_glane
@benjochurchill
@progesh10
@tiana_hdz
@opolot_ronnie

Top Tweeters in G2:
@sophiatseliem
@sinnersaint39
@trollcolors
@smakdaddy422
@bucmon21
@conceptualjames
@debjonmc
@samfort07323576
@aanaaxo
@marcusdaurelius

Top Tweeters in G3:
@prpnews
@miragenewscom
@huntdailynews1
@gabbyisactive
@lrtendencias
@seputarinfoo
@eltiempolatino
@jayhart909
@quem
@newswise

Top Tweeters in G4:
@mamamadisons
@saragoldrickrab
@hardlynormal
@idw_online_de
@dollatalina
@jbg44
@invisiblepeople
@idw_online_en
@elife
@ewers_helge

Top Tweeters in G5:
@jwarrenstokes
@roncoleman
@newyearsdani
@crash_the_flash
@rjwolf6
@scott_kuecher
@goodbyegirl1012
@salutemyshortz_
@amicaincongnita
@johnmar05239136

Top Tweeters in G6:
@sinaibrain
@cziscience
@diversebrains
@mshsneurology
@dhirend03
@bokeh
@laurentperrinet
@stellatecomms
@greggneurolab
@fannyelahi

Top Tweeters in G7:
@tomfitton
@dwuhlfelderlaw
@elonmusk
@drk4321
@rose_petals__
@angeljehovahs
@christyoung1971
@treyo_senior
@duffbx
@acespade7688

Top Tweeters in G8:
@leslierenfrew
@gatesfoundation
@sababayofi
@ryanadambarrett
@youngfiercegcs
@_americanchris_
@billgates
@melindagates
@prodigalthe3rd
@donnawalker1111

Top Tweeters in G9:
@daoyu15
@angelaronnette
@pathogenetics
@charlesrixey
@keithev84928885
@humblesci
@stevenemassey
@thejikky
@thesmokingrdog
@galvanisedgoss

Top Tweeters in G10:
@moderaterepand1
@jackdoranjr
@tom_neverwinter
@teamphil
@sickathehighhat
@jerrywallacejr
@jimlikesbb
@andoverphist
@metalbaby2u
@youknow714


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