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Chan Zuckerberg_2022-11-30_08-05-21.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
November 30, 2022
Short Description:
Chan Zuckerberg via NodeXL https://bit.ly/3UgmaNv
@conceptualjames
@amuse
@chanzuckerberg
@detransaware
@cziscience
@moderaterepand1
@mansionglobal
@uclion
@uclbrainscience
@michaelbhorn

Top hashtags:
#remotejobs
#remotework
#blacktwitter
#communityfund
#mark

Description:
Description
The graph represents a network of 202 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, 30 November 2022 at 16:05 UTC.

The requested start date was Wednesday, 30 November 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, 16-hour, 52-minute period from Wednesday, 16 November 2022 at 03:35 UTC to Tuesday, 29 November 2022 at 20:27 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 : 202
Unique Edges : 146
Edges With Duplicates : 168
Total Edges : 314
Number of Edge Types : 5
Retweet : 76
MentionsInRetweet : 124
Tweet : 50
Replies to : 24
Mentions : 40
Self-Loops : 51
Reciprocated Vertex Pair Ratio : 0.0163934426229508
Reciprocated Edge Ratio : 0.032258064516129
Connected Components : 67
Single-Vertex Connected Components : 22
Maximum Vertices in a Connected Component : 14
Maximum Edges in a Connected Component : 43
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.531394
Graph Density : 0.00458105512043742
Modularity : 0.622946
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 202 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, 30 November 2022 at 16:05 UTC.

The requested start date was Wednesday, 30 November 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, 16-hour, 52-minute period from Wednesday, 16 November 2022 at 03:35 UTC to Tuesday, 29 November 2022 at 20:27 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:
[9] https://www.mansionglobal.com/articles/mark-zuckerberg-and-priscilla-chan-sell-san-francisco-home-for-31-million-01658783207
[3] https://remotejobhuntbuddy.com/remote-jobs/postings/6deee4a8507bcdc203e81aaf9ead4fcea3bfe084
[2] https://ukdri.ac.uk/news-and-events/three-uk-dri-researchers-awarded-major-chan-zuckerberg-initiative-funding-for-collaborative-projects
[2] https://www.vox.com/the-goods/23466433/sbf-ftx-zuckerberg-elon-musk-billionaires-lies
[1] https://twitter.com/i/web/status/1597743231525011456
[1] https://twitter.com/ChanZuckerberg/status/1593285481978122246
[1] https://twitter.com/i/web/status/1597688794442272768
[1] https://cbd.cmu.edu/news/2022/yang-zhang-receives-chan-zuckerberg-grant.html
[1] https://twitter.com/i/web/status/1597358978903969792
[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 G1:
[3] https://remotejobhuntbuddy.com/remote-jobs/postings/6deee4a8507bcdc203e81aaf9ead4fcea3bfe084
[1] https://anypoll.app/
[1] https://www.stm-publishing.com/prereview-and-elife-welcome-chan-zuckerberg-initiatives-support-to-boost-community-engagement-in-public-preprint-review/
[1] https://jabsom.hawaii.edu/rural-health-spotlight-kaua%ca%bbi-medical-training-track/
[1] https://givingpledge.org/pledger?pledgerId=314
[1] https://chanzuckerberg.com/community/fund/
[1] https://twitter.com/i/web/status/1594159974115995649
[1] https://twitter.com/i/web/status/1594152385529581569
[1] https://twitter.com/i/web/status/1594152498184716290
[1] https://twitter.com/i/web/status/1594156219844874240

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1597743231525011456

Top URLs in Tweet in G3:
[1] https://cbd.cmu.edu/news/2022/yang-zhang-receives-chan-zuckerberg-grant.html
[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
[1] https://www.forbes.com/sites/michaelhorn/2022/11/10/chan-zuckerberg-initiatives-head-of-education-on-supporting-student-educator-wellbeing/?sh=4b43bc457ab6

Top URLs in Tweet in G4:
[2] https://ukdri.ac.uk/news-and-events/three-uk-dri-researchers-awarded-major-chan-zuckerberg-initiative-funding-for-collaborative-projects
[1] https://blog.bokeh.org/announcing-czi-funding-for-bokeh-for-bioscience-5f74426c011a

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

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1597688794442272768

Top URLs in Tweet in G7:
[9] https://www.mansionglobal.com/articles/mark-zuckerberg-and-priscilla-chan-sell-san-francisco-home-for-31-million-01658783207

Top URLs in Tweet in G8:
[1] https://finance.yahoo.com/news/parents-organization-says-bill-gates-195940955.html
[1] https://twitter.com/prodigalthe3rd/status/1590728793354047488

Top URLs in Tweet in G9:
[1] https://twitter.com/chanzuckerberg/status/1595078042833100800

Top URLs in Tweet in G10:
[1] https://twitter.com/tamrafarah/status/1595395894840418304

Top Domains
Top Domains in Tweet in Entire Graph:
[14] twitter.com
[9] mansionglobal.com
[3] remotejobhuntbuddy.com
[2] ac.uk
[2] vox.com
[2] youtube.com
[2] youtu.be
[1] cmu.edu
[1] elifesciences.org
[1] pressreleasepoint.com

Top Domains in Tweet in G1:
[5] twitter.com
[3] remotejobhuntbuddy.com
[1] anypoll.app
[1] stm-publishing.com
[1] hawaii.edu
[1] givingpledge.org
[1] chanzuckerberg.com
[1] remoteok.com
[1] 0xremote.co
[1] washingtontimes.com

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

Top Domains in Tweet in G3:
[1] cmu.edu
[1] elifesciences.org
[1] forbes.com

Top Domains in Tweet in G4:
[2] ac.uk
[1] bokeh.org

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

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

Top Domains in Tweet in G7:
[9] mansionglobal.com

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5] remotejobs
[4] remotework
[3] blacktwitter
[2] communityfund
[2] mark
[2] zuckerberg
[2] chan
[1] preprintreview
[1] sarcoidosis
[1] sbf



Top Hashtags in Tweet in G1:
[4] remotework
[4] remotejobs
[2] mark
[2] zuckerberg
[2] chan
[1] and
[1] priscilla
[1] sell
[1] san
[1] francisco

Top Hashtags in Tweet in G3:
[1] preprintreview
[1] supportingwellbeing

Top Hashtags in Tweet in G4:
[1] rareasone

Top Words
Top Words in Tweet in Entire Graph:
[139] zuckerberg
[124] chan
[42] initiative
[39] mark
[31] foundation
[28] priscilla
[19] gates
[17] melinda
[17] bill
[17] two

Top Words in Tweet in G1:
[26] zuckerberg
[25] chan
[14] initiative
[8] hiring
[7] mark
[7] apply
[7] priscilla
[6] corrupted
[6] manager
[5] user

Top Words in Tweet in G2:
[14] gates
[14] biggest
[14] charter
[14] zuckerberg
[14] chan
[14] melinda
[14] foundation
[14] two
[14] schools
[14] funders

Top Words in Tweet in G3:
[6] chanzuckerberg
[5] zuckerberg
[5] chan
[4] transawareness
[4] discussion
[4] workshop
[4] featured
[4] man
[4] dreaming
[4] thigh

Top Words in Tweet in G4:
[16] dr
[8] soyon
[8] hong
[8] congratulations
[8] tim
[8] prof
[8] bartels
[8] adrian
[8] soyonhonglab
[8] isaacs

Top Words in Tweet in G5:
[13] secretary
[13] replaced
[13] built
[13] election
[13] infrastructure
[13] marcia
[13] chan
[13] national
[13] taxpayers
[13] funded

Top Words in Tweet in G7:
[9] home
[9] zuckerberg
[9] million
[9] chan
[9] 31
[9] sell
[9] francisco
[9] mark
[9] san
[9] priscilla

Top Words in Tweet in G8:
[10] zuckerberg
[10] chan
[5] melindagates
[5] billgates
[5] gatesfoundation
[5] mark
[5] priscilla
[5] wife
[4] initi
[4] prodigalthe3rd

Top Words in Tweet in G9:
[3] rossanasapiro
[3] trabajo
[3] iniciativa
[3] chan
[3] histoemb
[3] crack
[3] imaginaudelar
[3] miren
[3] destacado
[2] zuckerberg

Top Words in Tweet in G10:
[6] defending
[6] school
[6] education
[6] revealed
[6] public
[6] bid
[6] week
[6] parents
[6] control
[6] philanthropy's

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[87] chan,zuckerberg
[41] zuckerberg,initiative
[36] mark,zuckerberg
[28] priscilla,chan
[18] gates,foundation
[17] melinda,gates
[17] foundation,chan
[17] bill,melinda
[14] schools,bill
[14] two,biggest

Top Word Pairs in Tweet in G1:
[16] chan,zuckerberg
[14] zuckerberg,initiative
[7] priscilla,chan
[7] initiative,hiring
[7] mark,zuckerberg
[5] experience,research
[5] user,experience
[5] research,manager
[5] corrupted,corrupted
[4] hiring,remote

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

Top Word Pairs in Tweet in G3:
[5] chan,zuckerberg
[4] man,thigh
[4] put,chan
[4] color,transawareness
[4] workshop,put
[4] went,dreaming
[4] discussion,workshop
[4] transawareness,discussion
[4] zuckerberg,featured
[4] dreaming,color

Top Word Pairs in Tweet in G4:
[8] tim,bartels
[8] bartels,prof
[8] prof,adrian
[8] adrian,isaacs
[8] soyonhonglab,dr
[8] hong,soyonhonglab
[8] dr,tim
[8] dr,soyon
[8] soyon,hong
[5] uclion,researchers

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

Top Word Pairs in Tweet in G7:
[9] zuckerberg,priscilla
[9] 31,million
[9] home,31
[9] san,francisco
[9] priscilla,chan
[9] chan,sell
[9] francisco,home
[9] mark,zuckerberg
[9] sell,san
[8] million,mansionglobal

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

Top Word Pairs in Tweet in G9:
[3] histoemb,imaginaudelar
[3] rossanasapiro,histoemb
[3] imaginaudelar,trabajo
[3] iniciativa,chan
[3] crack,rossanasapiro
[3] miren,crack
[3] destacado,iniciativa
[3] trabajo,destacado
[2] chan,zuckerberg
[2] ernestomiquel,miren

Top Word Pairs in Tweet in G10:
[6] last,week
[6] education,revealed
[6] released,parents
[6] public,school
[6] parents,defending
[6] defending,education
[6] bid,control
[6] revealed,philanthropy's
[6] week,study
[6] study,released

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@conceptualjames
@amuse
@soyonhonglab
@mansionglobal
@chanzuckerberg
@defendinged
@ukdri
@uclion
@melindagates
@gatesfoundation

Top Mentioned in G1:
@truthseekers111

Top Mentioned in G2:
@conceptualjames

Top Mentioned in G3:
@chanzuckerberg
@detransaware
@elife
@scietyhq
@prereview_
@forbes
@againstgrmrs

Top Mentioned in G4:
@soyonhonglab
@ukdri
@uclion
@uclbrainscience
@isa
@cziscience
@adrianisaacslab
@qsbrainbank
@isaacs_adrian
@bokeh

Top Mentioned in G5:
@amuse

Top Mentioned in G6:
@jimlikesbb
@andoverphist
@metalbaby2u
@teamphil
@jerrywallacejr
@youknow714
@tom_neverwinter

Top Mentioned in G7:
@mansionglobal
@bosnerdley

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

Top Mentioned in G9:
@rossanasapiro
@histoemb
@imaginaudelar
@ernestomiquel

Top Mentioned in G10:
@defendinged

Top Tweeters
Top Tweeters in Entire Graph:
@prpnews
@hakeru_chan
@zerohedge
@nahidalaei
@forbes
@tekanomo_
@chan_to_the_ho
@arbara0728b
@jwarrenstokes
@greenesj333

Top Tweeters in G1:
@prpnews
@seputarinfoo
@rmtjobhuntbuddy
@quem
@jobboardsrch
@truthseekers111
@maggiejuang1
@anypollapp
@christin612
@remoteok

Top Tweeters in G2:
@trollcolors
@sinnersaint39
@conceptualjames
@jimmyc1366
@largem7
@tallis08847265
@_unforgiven_34
@truth_payne
@alessagaultier
@maiagoldberry

Top Tweeters in G3:
@forbes
@pittparents
@elife
@michaelbhorn
@francisreed788
@kellyske
@chanzuckerberg
@againstgrmrs
@prereview_
@detransaware

Top Tweeters in G4:
@isa
@neurolib
@uclion
@uclbrainscience
@ukdri
@cziscience
@nehaashetty1
@qsbrainbank
@bokeh
@quansightai

Top Tweeters in G5:
@jwarrenstokes
@newyearsdani
@crash_the_flash
@rjwolf6
@scott_kuecher
@goodbyegirl1012
@salutemyshortz_
@amicaincongnita
@johnmar05239136
@soscarboy2

Top Tweeters in G6:
@moderaterepand1
@jackdoranjr
@tom_neverwinter
@teamphil
@jerrywallacejr
@jimlikesbb
@andoverphist
@metalbaby2u
@youknow714

Top Tweeters in G7:
@arbara0728b
@bigdintheboro
@bosnerdley
@cosnerkathy
@torasan80223836
@mansionglobal
@yhamaie
@ebereaux
@saltimary

Top Tweeters in G8:
@gatesfoundation
@numberzlad2023
@athens_stranger
@therealnesbit
@ryanadambarrett
@billgates
@melindagates
@prodigalthe3rd

Top Tweeters in G9:
@luciarosav
@ernestomiquel
@histoemb
@verobass_
@rossanasapiro
@imaginaudelar

Top Tweeters in G10:
@missmaga2016
@learnedmama
@barnes1laura
@defendinged
@lifeisgood6416
@mihpic


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