Chan Zuckerberg, Twitter, 9/30/2020 10:12:27 PM, 236380


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Chan Zuckerberg_2020-09-30_08-05-01.xlsx
Chan Zuckerberg_2020-09-30_08-05-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 30, 2020
Short Description:
Chan Zuckerberg via NodeXL https://bit.ly/3jlJdVu
@berg00940
@chanzuckerberg
@ak2webd3
@czbiohub
@grawoig
@cziscience
@facebook
@nodequotesbot
@jimmyroybloom
@codeforthem

Top hashtags:
#mysql
#javascript
#covid19
#humancellatlas
#edutech
#election
#republicans

Description:
Description
The graph represents a network of 381 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 September 2020 at 15:05 UTC.

The requested start date was Wednesday, 30 September 2020 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, 34-minute period from Wednesday, 16 September 2020 at 01:55 UTC to Tuesday, 29 September 2020 at 23:30 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 : 381
Unique Edges : 270
Edges With Duplicates : 362
Total Edges : 632
Number of Edge Types : 5
Tweet : 107
Retweet : 138
MentionsInRetweet : 221
Replies to : 74
Mentions : 92
Self-Loops : 123
Reciprocated Vertex Pair Ratio : 0.0117302052785924
Reciprocated Edge Ratio : 0.0231884057971014
Connected Components : 117
Single-Vertex Connected Components : 47
Maximum Vertices in a Connected Component : 69
Maximum Edges in a Connected Component : 155
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.115496
Graph Density : 0.00238292581848322
Modularity : 0.580692
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 381 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 September 2020 at 15:05 UTC.

The requested start date was Wednesday, 30 September 2020 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, 34-minute period from Wednesday, 16 September 2020 at 01:55 UTC to Tuesday, 29 September 2020 at 23:30 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:
[8] https://www.businessinsider.com/facebook-mark-zuckerberg-net-worth-priscilla-chan-2017-10
[5] https://iatranshumanisme.com/2019/01/03/chan-zuckerberg-dispositif-cerebral-implantable/
[4] https://stackoverflow.com/jobs/companies/chan-zuckerberg-initiative
[3] https://www.cnn.com/2020/09/01/business/zuckerberg-300-million-voting/index.html
[3] https://www.axios.com/mark-zuckerberg-priscilla-chan-election-security-a4950a93-2efd-42a6-9d7a-5fcc763f9214.html
[3] https://tech.economictimes.indiatimes.com/news/startups/chan-zuckerberg-fund-backs-eruditus-valuation-doubles/77815107
[3] https://www.cweb.com/mark-zuckerberg-and-priscilla-chan-donate-300-million-for-u-s-elections/
[3] https://www.sanger.ac.uk/news_item/sanger-scientist-receives-chan-zuckerberg-initiative-support-for-covid-19-study/
[2] https://www.vox.com/recode/2020/3/27/21196421/coronavirus-mark-zuckerberg-priscilla-chan-drug-treatment-bill-gates-zuckerberg-initiative
[2] https://www.google.com/imgres?imgurl=https://cdn.vox-cdn.com/thumbor/no8qbiC_bY1bavdLpTdzfokxs5o%3D/0x0:4165x3280/1200x675/filters:focal(1750x620:2416x1286)/cdn.vox-cdn.com/uploads/chorus_image/image/55637287/GettyImages_615868688.0.jpg&imgrefurl=https://www.vox.com/2017/7/10/15771676/priscilla-chan-facebook-philanthropy-mark-zuckerberg-initiative-cure-diseases&tbnid=fFGmcZz5lHDTqM&vet=1&docid=ir-soWNs8Wq1GM&w=1200&h=675&source=sh/x/im

Top URLs in Tweet in G1:
[8] https://www.businessinsider.com/facebook-mark-zuckerberg-net-worth-priscilla-chan-2017-10
[2] https://sentinelcolorado.activehosted.com/lt.php?s=ea33360a138aaee0035525e5ec4317ca&i=110A111A1A2892
[2] https://www.axios.com/mark-zuckerberg-priscilla-chan-election-security-a4950a93-2efd-42a6-9d7a-5fcc763f9214.html?utm_campaign=organic&utm_medium=socialshare&utm_source=twitter
[2] https://blog.iammarketingmedia.com/the-chan-zuckerberg-initiative-fights-global-poverty-amid-covid-19-borgen/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[2] https://www.cnn.com/2020/09/01/business/zuckerberg-300-million-voting/index.html
[1] https://economictimes.indiatimes.com/small-biz/startups/newsbuzz/chan-zuckerberg-fund-backs-eruditus-valuation-doubles/articleshow/77811633.cms?from=mdr
[1] https://twitter.com/i/web/status/1305763920519467009
[1] https://twitter.com/i/web/status/1306167962215297024
[1] https://twitter.com/i/web/status/1306391032825872385
[1] https://www.wsj.com/articles/facebook-to-curb-internal-debate-over-sensitive-issues-amid-employee-discord-11600368481?reflink=share_mobilewebshare

Top URLs in Tweet in G2:
[4] https://stackoverflow.com/jobs/companies/chan-zuckerberg-initiative
[3] https://www.sanger.ac.uk/news_item/sanger-scientist-receives-chan-zuckerberg-initiative-support-for-covid-19-study/
[2] http://feeds.feedburner.com/~r/Inc42Media/~3/UUfZOZ5jGCA/?utm_source=feedburner&utm_medium=twitter&utm_campaign=nexttechwhat
[1] https://twitter.com/i/web/status/1307054776371290112
[1] https://coronavirusstatuss.alljobsnew.com/2020/09/senior-software-engineer-curriculum.html
[1] https://twitter.com/i/web/status/1309415684292710404
[1] https://twitter.com/i/web/status/1309461210442665984
[1] https://twitter.com/i/web/status/1304186261880688641
[1] https://www.gokcelab.com/events-1
[1] https://insidehighered.com/blogs/learning-innovation/why-chan-zuckerberg-backed-113-million-investment-eruditus-big-deal#.X2VTQEbJwNM.twitter

Top URLs in Tweet in G3:
[1] https://www.cnn.com/2020/09/01/business/zuckerberg-300-million-voting/index.html

Top URLs in Tweet in G4:
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=4c3e3200-917f-11ea-ab3d-2529c36d7012&url=L29waW5pb24vYXJ0aWNsZXMvMjAyMC0wNS0wOC9jb3ZpZC0xOS1odW50ZXJzLW9mLWNoYW4tenVja2VyYmVyZy1iaW9odWItc3RhbGstbWlzc2lvbi1kaXN0cmljdA==

Top URLs in Tweet in G6:
[1] https://melmagazine.com/en-us/story/fox-news-covid-lies-families
[1] https://twitter.com/i/web/status/1309430077734739969
[1] https://twitter.com/i/web/status/1309431096870924288

Top URLs in Tweet in G7:
[2] https://www.linkedin.com/slink?code=gyN_UiK
[1] https://twitter.com/i/web/status/1306624100396412933
[1] https://bahoutnews.com/zuckerbergs-wife-is-sister-to-raven-chan-owner-of-cannibalclub
[1] https://www.linkedin.com/slink?code=gyszvJ5

Top URLs in Tweet in G8:
[1] https://www.axios.com/mark-zuckerberg-priscilla-chan-election-security-a4950a93-2efd-42a6-9d7a-5fcc763f9214.html
[1] https://legalnewsline.com/stories/549298786-center-for-tech-and-civic-life-democratic-election-operatives-masquerading-as-concerned-voters-group-critic-says
[1] https://news.ballotpedia.org/2020/09/09/zuckerberg-chan-donate-300-million-for-state-local-election-administration-efforts/

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1307069212758769670
[1] https://twitter.com/i/web/status/1307069591013781506

Top Domains
Top Domains in Tweet in Entire Graph:
[67] twitter.com
[8] businessinsider.com
[5] iatranshumanisme.com
[5] google.com
[5] youtube.com
[5] axios.com
[4] vox.com
[4] cnn.com
[4] stackoverflow.com
[4] indiatimes.com

Top Domains in Tweet in G1:
[28] twitter.com
[8] businessinsider.com
[3] axios.com
[3] iammarketingmedia.com
[2] indiatimes.com
[2] activehosted.com
[2] cnn.com
[1] wsj.com
[1] accountabletech.org
[1] cnet.com

Top Domains in Tweet in G2:
[10] twitter.com
[4] stackoverflow.com
[3] ac.uk
[2] feedburner.com
[2] codeforthem.com
[1] alljobsnew.com
[1] gokcelab.com
[1] insidehighered.com
[1] medium.com
[1] protocols.io

Top Domains in Tweet in G3:
[1] cnn.com

Top Domains in Tweet in G4:
[1] bloomberg.com

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

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

Top Domains in Tweet in G8:
[1] axios.com
[1] legalnewsline.com
[1] ballotpedia.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5] mysql
[5] javascript
[4] covid19
[3] humancellatlas
[2] edutech
[2] election
[2] republicans
[2] democrats
[2] facebook
[2] zuckerberg



Top Hashtags in Tweet in G1:
[2] hiring
[2] education
[2] election
[2] republicans
[2] democrats
[2] facebook
[2] zuckerberg
[1] schwulsz
[1] billgates
[1] elonmusk

Top Hashtags in Tweet in G2:
[5] mysql
[5] javascript
[3] humancellatlas
[3] covid19
[2] ruby
[1] python
[1] terraform
[1] reactjs
[1] rubyonrails

Top Hashtags in Tweet in G4:
[1] bionewdeal
[1] greennewdeal
[1] ubi
[1] crowdsourced
[1] bounty
[1] prize
[1] biomoonshot
[1] ct3
[1] posse
[1] firebreak

Top Hashtags in Tweet in G7:
[1] cannibalclub

Top Hashtags in Tweet in G8:
[1] covid19

Top Words
Top Words in Tweet in Entire Graph:
[220] zuckerberg
[211] chan
[110] mark
[80] priscilla
[52] initiative
[47] facebook
[30] ceo
[30] wife
[27] wow
[26] groups

Top Words in Tweet in G1:
[62] zuckerberg
[53] chan
[30] mark
[20] priscilla
[19] facebook
[14] initiative
[14] wife
[14] ceo
[11] billion
[9] makes

Top Words in Tweet in G2:
[41] chan
[41] zuckerberg
[18] chanzuckerberg
[15] initiative
[14] mark
[14] priscilla
[11] changing
[11] education
[11] science
[10] senior

Top Words in Tweet in G3:
[25] cnn
[24] wow
[24] completely
[24] whiffed
[24] major
[24] scandal
[24] tactic
[24] progressive
[24] groups
[24] warp

Top Words in Tweet in G4:
[2] flavinkins
[2] nanogenomic
[2] googleorg
[2] czbiohub
[2] billgates
[2] jack
[2] brainstemmedia
[2] starletbeam
[2] 23andmeresearch
[2] benbartlettberk

Top Words in Tweet in G5:
[4] co
[3] founder
[3] ceo
[2] chan
[2] zuckerberg

Top Words in Tweet in G6:
[9] rupert
[9] murdoch
[9] jerry
[9] hall
[9] mark
[9] zuckerberg
[9] priscilla
[9] chan
[9] four
[9] dangerous

Top Words in Tweet in G7:
[6] mr
[6] zuckerberg
[5] facebook
[5] chan
[4] mark
[4] wife
[3] beloved
[3] priscilla
[2] attn
[2] dear

Top Words in Tweet in G8:
[5] helloctcl
[4] judgeclayj
[4] dallaselections
[4] called
[4] non
[4] partisan
[4] group
[4] google
[4] lot's
[4] info

Top Words in Tweet in G9:
[9] dengan
[9] yang
[8] mark
[8] zuckerberg
[8] pemuda
[8] drop
[8] sekolah
[8] menikah
[8] pada
[8] umur

Top Words in Tweet in G10:
[11] bilancieri
[11] milinda27
[11] plan
[9] era_pero_ya_no
[7] nadie
[7] escapa
[7] turno
[7] matrimonio
[7] mark
[7] zuckerberg

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[100] mark,zuckerberg
[100] chan,zuckerberg
[79] priscilla,chan
[47] zuckerberg,initiative
[33] zuckerberg,priscilla
[24] wow,cnn
[24] cnn,completely
[24] completely,whiffed
[24] whiffed,major
[24] major,scandal

Top Word Pairs in Tweet in G1:
[28] mark,zuckerberg
[26] chan,zuckerberg
[20] priscilla,chan
[14] zuckerberg,initiative
[14] facebook,ceo
[12] zuckerberg,wife
[10] wife,priscilla
[8] zuckerberg,became
[8] became,third
[8] third,person

Top Word Pairs in Tweet in G2:
[27] chan,zuckerberg
[14] mark,zuckerberg
[14] priscilla,chan
[12] zuckerberg,priscilla
[11] zuckerberg,initiative
[10] senior,software
[10] software,engineer
[9] changing,brain
[8] dev,job
[8] job,senior

Top Word Pairs in Tweet in G3:
[24] wow,cnn
[24] cnn,completely
[24] completely,whiffed
[24] whiffed,major
[24] major,scandal
[24] scandal,tactic
[24] tactic,progressive
[24] progressive,groups
[24] groups,warp
[24] warp,vote

Top Word Pairs in Tweet in G4:
[2] flavinkins,nanogenomic
[2] nanogenomic,googleorg
[2] googleorg,czbiohub
[2] czbiohub,billgates
[2] billgates,jack
[2] jack,brainstemmedia
[2] brainstemmedia,starletbeam
[2] starletbeam,23andmeresearch
[2] 23andmeresearch,benbartlettberk

Top Word Pairs in Tweet in G5:
[2] co,founder
[2] founder,co
[2] co,ceo

Top Word Pairs in Tweet in G6:
[9] rupert,murdoch
[9] murdoch,jerry
[9] jerry,hall
[9] hall,mark
[9] mark,zuckerberg
[9] zuckerberg,priscilla
[9] priscilla,chan
[9] chan,four
[9] four,dangerous
[9] dangerous,white

Top Word Pairs in Tweet in G7:
[4] mr,mark
[4] mark,zuckerberg
[3] zuckerberg,beloved
[3] beloved,wife
[3] priscilla,chan
[2] facebook,attn
[2] attn,mr
[2] wife,mr
[2] mr,priscilla
[2] chan,dear

Top Word Pairs in Tweet in G8:
[4] judgeclayj,dallaselections
[4] dallaselections,helloctcl
[4] helloctcl,called
[4] called,non
[4] non,partisan
[4] partisan,group
[4] group,google
[4] google,lot's
[4] lot's,info
[3] crob20884420,judgeclayj

Top Word Pairs in Tweet in G9:
[8] mark,zuckerberg
[8] zuckerberg,pemuda
[8] pemuda,drop
[8] drop,sekolah
[8] sekolah,menikah
[8] menikah,pada
[8] pada,umur
[8] umur,34
[8] 34,tahun
[8] tahun,dengan

Top Word Pairs in Tweet in G10:
[11] bilancieri,milinda27
[9] era_pero_ya_no,bilancieri
[7] milinda27,nadie
[7] nadie,escapa
[7] escapa,plan
[7] plan,turno
[7] turno,matrimonio
[7] matrimonio,mark
[7] mark,zuckerberg
[7] zuckerberg,raven

Top Replied-To
Top Replied-To in Entire Graph:
@chanzuckerberg
@paloaltoyimby
@facebook
@czbiohub
@bilancieri
@chrissyfarr
@deviiette
@brunolanoc
@naturemedicine
@brianthehuman

Top Replied-To in G2:
@chanzuckerberg
@czbiohub
@ncbiotech
@synbiobeta
@czi
@jack
@berg00940
@lteytelman

Top Replied-To in G4:
@flavinkins

Top Replied-To in G5:
@drelidavid

Top Replied-To in G6:
@lruhalter
@slate
@huffpost
@maxwelltani
@quinmyers
@jesselehrich
@jeff_wire

Top Replied-To in G7:
@facebook
@intentash

Top Replied-To in G8:
@judgeclayj

Top Replied-To in G10:
@bilancieri

Top Mentioned
Top Mentioned in Entire Graph:
@cnn
@realdsteinberg
@chanzuckerberg
@milinda27
@era_pero_ya_no
@bilancieri
@gadisresidu_b3
@newtral
@cziscience

Top Mentioned in G1:
@stigmabase
@smilingl8dy
@donnafr74775663
@thepainterflynn
@kat_456

Top Mentioned in G2:
@chanzuckerberg
@cziscience
@codeforthem
@stackdevjobs
@sangerinstitute
@naturebiotech
@ucsdbiosciences
@one1_truth
@facebook_ee

Top Mentioned in G3:
@cnn
@realdsteinberg

Top Mentioned in G4:
@nanogenomic
@googleorg
@czbiohub
@billgates
@jack
@brainstemmedia
@starletbeam
@23andmeresearch
@benbartlettberk
@ak2webd3

Top Mentioned in G5:
@mangan150
@fatemperor
@proftimnoakes
@zoeharcombe
@alistairhaimes
@jordanschachtel
@haraldofw
@kerpen
@mlevitt_np2013
@daniellevitt22

Top Mentioned in G6:
@nygovcuomo
@owillis
@foxnews

Top Mentioned in G7:
@facebook
@treygibbs28
@grawoig
@linke
@linkedin
@wilsonsonsini
@twitter
@chanzuckerberg

Top Mentioned in G8:
@helloctcl
@dallaselections
@crob20884420
@judgeclayj
@tianaej

Top Mentioned in G9:
@gadisresidu_b3

Top Mentioned in G10:
@milinda27
@era_pero_ya_no
@bilancieri

Top Tweeters
Top Tweeters in Entire Graph:
@aaroncuddeback
@iam__network
@stigmabase
@business
@andreinilla
@huffpost
@leeleemunster
@thepainterflynn
@slate
@kaluapiscis

Top Tweeters in G1:
@iam__network
@stigmabase
@thepainterflynn
@cedric_alpha
@smilingl8dy
@seputarinfoo
@phillytechnews
@catargetbot
@kat_456
@centredaily

Top Tweeters in G2:
@aaroncuddeback
@stackdevjobs
@thedeveloperbot
@nodequotesbot
@ktulnews
@botnowa
@fastcoimpact
@eugeniocardona
@demopj
@lteytelman

Top Tweeters in G3:
@leeleemunster
@imwatchingtoo
@cnn
@sharonzobeck
@gideonhenry
@rag_koko
@frizzledbeef
@bethhayden_2019
@basedburckhardt
@wethepeopleus76

Top Tweeters in G4:
@business
@ak2webd3
@flavinkins
@nanogenomic
@michaelsteele
@23andmeresearch
@billgates
@derekslater
@googleorg
@wmhaseltine

Top Tweeters in G5:
@kerpen
@mangan150
@proftimnoakes
@fatemperor
@alistairhaimes
@zoeharcombe
@jordanschachtel
@haraldofw
@daniellevitt22
@rainingyarrow

Top Tweeters in G6:
@huffpost
@slate
@foxnews
@jesselehrich
@owillis
@nygovcuomo
@jeff_wire
@maxwelltani
@liberal__af
@quinmyers

Top Tweeters in G7:
@treygibbs28
@grawoig
@linkedin
@facebook
@twitter
@wilsonsonsini
@linke
@jesusdied4_us
@intentash
@guillotinepunch

Top Tweeters in G8:
@gaultjohan
@lynnsdavenport
@judgeclayj
@tianaej
@incitedotorg
@dallaselections
@crob20884420
@helloctcl
@buckwildpk

Top Tweeters in G9:
@hgberry
@urubingdilah
@andisumantri
@gadisresidu_b3
@caitlinlauretta
@ovick2000
@gondrong373c
@innnuwoh

Top Tweeters in G10:
@marlinrodriguez
@era_pero_ya_no
@usertuiter1
@lililaumas
@simonjose36
@mabruja
@bilancieri
@milinda27


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