Chan Zuckerberg, Twitter, 12/3/2020 12:21:34 AM, 242579


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Chan Zuckerberg_2020-12-02_08-05-01.xlsx
Chan Zuckerberg_2020-12-02_08-05-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 03, 2020
Short Description:
Chan Zuckerberg via NodeXL https://bit.ly/2VtQIPZ
@kylenabecker
@realdonaldtrump
@chanzuckerberg
@jessiprincey
@federalistno78
@454us
@berg00940
@dpwbeach
@bentleyk
@proudofmydog1

Top hashtags:
#raredisease
#hivcure
#zuckerberg
#cnn
#nbc
#cbs
#abc
#pennsylvania

Description:
Description
The graph represents a network of 1,314 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, 02 December 2020 at 16:08 UTC.

The requested start date was Wednesday, 02 December 2020 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, 1-minute period from Wednesday, 18 November 2020 at 03:52 UTC to Tuesday, 01 December 2020 at 23:54 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 : 1314
Unique Edges : 663
Edges With Duplicates : 1584
Total Edges : 2247
Number of Edge Types : 5
MentionsInRetweet : 850
Replies to : 161
Mentions : 341
Retweet : 717
Tweet : 178
Self-Loops : 189
Reciprocated Vertex Pair Ratio : 0.00875796178343949
Reciprocated Edge Ratio : 0.0173638516179953
Connected Components : 196
Single-Vertex Connected Components : 74
Maximum Vertices in a Connected Component : 320
Maximum Edges in a Connected Component : 660
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.688831
Graph Density : 0.000734372699651419
Modularity : 0.568243
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,314 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, 02 December 2020 at 16:08 UTC.

The requested start date was Wednesday, 02 December 2020 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, 1-minute period from Wednesday, 18 November 2020 at 03:52 UTC to Tuesday, 01 December 2020 at 23:54 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:
[25] https://sf.eater.com/21561143/covid-19-restaurants-indoor-dining-stanford-chan-zuckerberg
[20] https://www.washingtonpost.com/politics/zuckerberg-chan-elections-facebook/2020/10/12/0e07de94-0cba-11eb-8074-0e943a91bf08_story.html
[10] https://www.businessinsider.com/facebook-mark-zuckerberg-net-worth-priscilla-chan-2017-10
[10] https://markets.businessinsider.com/news/stocks/foxg1-research-foundation-to-pioneer-a-machine-learning-approach-to-accelerate-rare-disease-research-with-support-from-the-chan-zuckerberg-initiative-1029828827
[7] https://www.cnn.com/2020/09/01/business/zuckerberg-300-million-voting/index.html
[7] https://got-freedom.org/2020/10/20/amistad-project-legal-motion-zuckerberg-funds-used-to-pay-pennsylvania-judges-overseeing-ballot-counts/
[6] https://proudofmydog.org/
[4] https://chanzuckerberg.com/newsroom/chan-zuckerberg-initiative-commits-3-million-in-response-to-california-wildfires/
[4] https://medium.com/bokeh/chan-zuckerberg-initiative-is-supporting-bokeh-d810e7f1587a
[4] https://abc7news.com/mark-zuckerberg-donation-election-facebook-priscilla-chan/7001578/

Top URLs in Tweet in G1:
[1] https://twitter.com/i/web/status/1329097940531548163
[1] https://twitter.com/i/web/status/1329311988766232576

Top URLs in Tweet in G2:
[5] https://www.washingtonpost.com/politics/zuckerberg-chan-elections-facebook/2020/10/12/0e07de94-0cba-11eb-8074-0e943a91bf08_story.html
[1] https://twitter.com/i/web/status/1332380546878476288
[1] https://twitter.com/i/web/status/1332186068007878656
[1] https://twitter.com/i/web/status/1331589253592088579
[1] https://www.nytimes.com/2012/12/19/technology/zuckerberg-gives-nearly-500-million-to-silicon-valley-community-foundation.html
[1] https://twitter.com/i/web/status/1332331077554278403

Top URLs in Tweet in G4:
[10] https://www.businessinsider.com/facebook-mark-zuckerberg-net-worth-priscilla-chan-2017-10
[4] https://sf.eater.com/21561143/covid-19-restaurants-indoor-dining-stanford-chan-zuckerberg
[4] https://www.washingtonpost.com/politics/zuckerberg-chan-elections-facebook/2020/10/12/0e07de94-0cba-11eb-8074-0e943a91bf08_story.html
[3] https://www.cnn.com/2020/09/01/business/zuckerberg-300-million-voting/index.html
[2] https://markets.businessinsider.com/news/stocks/foxg1-research-foundation-to-pioneer-a-machine-learning-approach-to-accelerate-rare-disease-research-with-support-from-the-chan-zuckerberg-initiative-1029828827
[2] https://www.cziwholechild.com/
[2] https://www.dr.dk/drtv/program/blodproeverne-der-forsvandt_224546
[1] https://twitter.com/ChanZuckerberg/status/1308427352838467588
[1] https://www.eater.com/2020/6/26/21304386/texas-florida-idaho-roll-back-reopening-stages-due-to-increased-coronavirus-cases
[1] https://www.nrn.com/operations/indoor-dining-major-cause-covid-19-superspreader-events-stanford-led-study-suggests

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1330498942392541184

Top URLs in Tweet in G6:
[8] https://markets.businessinsider.com/news/stocks/foxg1-research-foundation-to-pioneer-a-machine-learning-approach-to-accelerate-rare-disease-research-with-support-from-the-chan-zuckerberg-initiative-1029828827
[3] https://chanzuckerberg.com/newsroom/chan-zuckerberg-initiative-commits-3-million-in-response-to-california-wildfires/
[2] https://stackoverflow.com/jobs/companies/chan-zuckerberg-initiative
[2] https://www.biospace.com/article/releases/foxg1-research-foundation-to-pioneer-a-machine-learning-approach-to-accelerate-rare-disease-research-with-support-from-the-chan-zuckerberg-initiative/
[1] https://www.protocols.io/podcasts/episode-21-dr-cori-bargmann-chan-zuckerberg-initiative
[1] https://www.foxg1research.org/news/2020/11/23/foxg1-research-foundation-to-pioneer-a-machine-learning-approach-to-accelerate-rare-disease-research-with-support-from-the-chan-zuckerberg-initiative
[1] https://chanzuckerberg.com/newsroom/chan-zuckerberg-initiative-awards-1-3-million-to-support-the-global-rare-disease-community/
[1] https://medium.com/@cziscience/scaling-open-infrastructure-and-reproducibility-in-biomedicine-69546a399747?_branch_match_id=link-858031006946287872
[1] https://chanzuckerberg.com/newsroom/chan-zuckerberg-initiative-announces-4-million-in-grants-for-organizations-serving-belle-haven-east-palo-alto-north-fair-oaks-and-redwood-city/
[1] https://startup.jobs/senior-product-designer-education-at-chan-zuckerberg-initiative-2

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1329895199443738636
[1] https://www.cnn.com/2020/09/01/business/zuckerberg-300-million-voting/index.html
[1] https://twitter.com/i/web/status/1329969280264318977

Top URLs in Tweet in G9:
[6] https://proudofmydog.org/
[1] https://twitter.com/i/web/status/1330629324819623936
[1] https://twitter.com/i/web/status/1332030600425971714
[1] https://twitter.com/i/web/status/1332047209496518657
[1] https://twitter.com/i/web/status/1332081223397683200
[1] https://twitter.com/i/web/status/1330627053582999552
[1] https://twitter.com/i/web/status/1330627604743921664
[1] https://twitter.com/i/web/status/1330628171939651591
[1] https://twitter.com/i/web/status/1330628909273133056
[1] https://twitter.com/i/web/status/1331630413723414529

Top URLs in Tweet in G10:
[1] https://capitalresearch.org/article/center-for-tech-civic-life/

Top Domains
Top Domains in Tweet in Entire Graph:
[106] twitter.com
[27] eater.com
[24] washingtonpost.com
[21] businessinsider.com
[13] cnn.com
[9] chanzuckerberg.com
[7] medium.com
[7] got-freedom.org
[6] wweek.com
[6] proudofmydog.org

Top Domains in Tweet in G1:
[2] twitter.com

Top Domains in Tweet in G2:
[5] washingtonpost.com
[4] twitter.com
[1] nytimes.com

Top Domains in Tweet in G4:
[26] twitter.com
[12] businessinsider.com
[5] eater.com
[4] washingtonpost.com
[4] dr.dk
[3] chanzuckerberg.com
[3] cnn.com
[2] cdc.gov
[2] prnewswire.com
[2] theepochtimes.com

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

Top Domains in Tweet in G6:
[8] businessinsider.com
[6] chanzuckerberg.com
[3] twitter.com
[2] stackoverflow.com
[2] startup.jobs
[2] biospace.com
[1] protocols.io
[1] foxg1research.org
[1] medium.com
[1] prnewswire.com

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

Top Domains in Tweet in G9:
[31] twitter.com
[6] proudofmydog.org

Top Domains in Tweet in G10:
[1] capitalresearch.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[10] raredisease
[8] hivcure
[8] zuckerberg
[7] cnn
[7] nbc
[7] cbs
[7] abc
[7] pennsylvania
[4] markzuckerberg
[4] foxg1



Top Hashtags in Tweet in G4:
[3] womensrights
[3] deletefacebook
[2] foxg1
[2] science
[2] iste20
[2] humanrightsviolations
[1] bigcorp
[1] breakupbigtech
[1] voterfraud
[1] facebook

Top Hashtags in Tweet in G6:
[9] raredisease
[2] rareasone
[2] foxg1
[2] performance
[2] frontend
[2] californiaforall
[1] syngap1
[1] syngap
[1] collaboration
[1] immigrant

Top Hashtags in Tweet in G9:
[7] cnn
[7] abc
[7] nbc
[7] cbs
[2] markzuckerberg
[2] barbrastreisand
[2] oprah
[2] kimkardashian
[2] justinbieber
[1] fox

Top Words
Top Words in Tweet in Entire Graph:
[818] chan
[817] zuckerberg
[350] initiative
[309] priscilla
[298] mark
[215] foundation
[183] fund
[177] kylenabecker
[174] amazon
[174] donors

Top Words in Tweet in G1:
[175] kylenabecker
[170] donors
[170] 200k
[170] amazon
[170] bill
[170] melinda
[170] gates
[170] foundation
[170] chan
[170] zuckerberg

Top Words in Tweet in G2:
[13] realdonaldtrump
[9] chan
[8] zuckerberg
[8] million
[5] genflynn
[4] althutch
[3] priscilla
[3] sidneypowell1
[3] llinwood
[3] foxnews

Top Words in Tweet in G3:
[78] zuckerberg
[78] chan
[78] election
[77] mark
[77] priscilla
[77] donating
[77] 300
[77] million
[77] voting
[77] efforts

Top Words in Tweet in G4:
[71] zuckerberg
[61] chan
[27] mark
[20] initiative
[19] priscilla
[17] million
[17] facebook
[14] research
[13] 100
[13] ceo

Top Words in Tweet in G5:
[73] chan
[73] zuckerberg
[72] efforts
[72] initiative
[71] jan
[71] 2017
[71] david
[71] plouffe
[71] took
[71] job

Top Words in Tweet in G6:
[35] chanzuckerberg
[29] cziscience
[26] science
[23] research
[21] support
[18] foxg1research
[17] machine
[17] learning
[15] announce
[15] grant

Top Words in Tweet in G7:
[55] mark
[55] zuckerberg
[55] priscilla
[55] chan
[54] esposa
[54] 300
[53] diferent_people
[53] donaron
[53] millones
[53] dólares

Top Words in Tweet in G8:
[2] chan
[2] zuckerberg

Top Words in Tweet in G9:
[48] dog
[41] dr
[41] chan
[40] zuckerberg
[30] proud
[27] people
[22] chanzuckerberg
[22] dogs
[21] applauded
[18] gives

Top Words in Tweet in G10:
[74] 000
[37] zuckerberg
[37] wife
[37] priscilla
[37] chan
[37] gave
[37] 350
[37] group
[37] parceled
[37] cash

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[465] chan,zuckerberg
[345] zuckerberg,initiative
[307] priscilla,chan
[251] mark,zuckerberg
[175] foundation,chan
[174] bill,melinda
[174] melinda,gates
[174] gates,foundation
[173] initiative,daf
[172] donors,200k

Top Word Pairs in Tweet in G1:
[170] donors,200k
[170] 200k,amazon
[170] amazon,bill
[170] bill,melinda
[170] melinda,gates
[170] gates,foundation
[170] foundation,chan
[170] chan,zuckerberg
[170] zuckerberg,initiative
[170] initiative,daf

Top Word Pairs in Tweet in G2:
[3] priscilla,chan
[3] facebook,gave
[3] over,100
[3] 100,million
[3] million,dollars
[3] dollars,handle
[3] handle,mail
[3] mail,ballots
[3] ballots,bribed
[3] bribed,judges

Top Word Pairs in Tweet in G3:
[77] mark,zuckerberg
[77] zuckerberg,priscilla
[77] priscilla,chan
[77] chan,donating
[77] donating,300
[77] 300,million
[77] million,voting
[77] voting,efforts
[77] efforts,assist
[77] assist,state

Top Word Pairs in Tweet in G4:
[32] chan,zuckerberg
[23] mark,zuckerberg
[20] zuckerberg,initiative
[18] priscilla,chan
[10] zuckerberg,became
[10] became,third
[10] third,person
[10] person,earth
[10] earth,worth
[10] worth,over

Top Word Pairs in Tweet in G5:
[72] chan,zuckerberg
[72] zuckerberg,initiative
[71] jan,2017
[71] 2017,david
[71] david,plouffe
[71] plouffe,took
[71] took,job
[71] job,leading
[71] leading,policy
[71] policy,efforts

Top Word Pairs in Tweet in G6:
[17] machine,learning
[14] pioneer,machine
[14] learning,approach
[11] rare,disease
[11] disease,research
[10] accelerate,rare
[9] foxg1,research
[9] research,foundation
[9] approach,accelerate
[9] re,excited

Top Word Pairs in Tweet in G7:
[55] mark,zuckerberg
[55] priscilla,chan
[54] zuckerberg,esposa
[54] esposa,priscilla
[53] diferent_people,mark
[53] chan,donaron
[53] donaron,300
[53] 300,millones
[53] millones,dólares
[53] dólares,mejorar

Top Word Pairs in Tweet in G9:
[41] dr,chan
[40] chan,zuckerberg
[30] proud,dog
[22] dogs,people
[20] people,chanzuckerberg
[18] dog,dog
[18] dog,gives
[18] gives,unconditional
[18] unconditional,love
[17] zuckerberg,applauded

Top Word Pairs in Tweet in G10:
[37] zuckerberg,wife
[37] wife,priscilla
[37] priscilla,chan
[37] chan,gave
[37] gave,350
[37] 350,000
[37] 000,000
[37] 000,group
[37] group,parceled
[37] parceled,cash

Top Replied-To
Top Replied-To in Entire Graph:
@asalbik84293056
@habibe42105701
@chanzuckerberg
@asuelabodur
@atalannisa
@karsuhde
@yaprak77544762
@realdonaldtrump
@johncusack
@facebook

Top Replied-To in G1:
@campmavismy

Top Replied-To in G2:
@realdonaldtrump
@tercalivre
@spqr_v_xiii
@loudobbs
@lrihendry
@tomfitton
@glenord052013
@oldtimerusa
@missesj3
@occulturalism

Top Replied-To in G6:
@chucksherwood1
@chanzuckerberg
@lawrenceehodge1

Top Replied-To in G8:
@dogsbcool

Top Replied-To in G9:
@chanzuckerberg
@johncusack
@gratefulseconds
@iolowilliams2
@arcrusade
@silkybengeezers
@zuckerbergmemes
@nlihc
@rupam49740881
@daschnoodle

Top Mentioned
Top Mentioned in Entire Graph:
@kylenabecker
@jessiprincey
@454us
@chanzuckerberg
@diferent_people
@jmichaelwaller
@cziscience
@nitashatiku
@foxg1research
@meganfrancis

Top Mentioned in G1:
@kylenabecker
@4greenergood
@campmavismy

Top Mentioned in G2:
@realdonaldtrump
@genflynn
@althutch
@sidneypowell1
@llinwood
@foxnews
@federalistno78
@grabaroot
@dreamwalkerwc
@bradfitzpatriot

Top Mentioned in G3:
@jessiprincey
@kylenabecker

Top Mentioned in G4:
@himmoderator

Top Mentioned in G5:
@454us
@kylenabecker
@jessiprincey

Top Mentioned in G6:
@chanzuckerberg
@cziscience
@foxg1research
@listosca
@ocean_genomics
@betenoire1
@ciitizen
@syngaprf
@tess
@idreamofgenes

Top Mentioned in G7:
@diferent_people

Top Mentioned in G8:
@nobodyinco
@lou_bruette
@catlady111310
@boodacat2020
@notmattrellen
@anassassin29
@sweatitskin
@black_is_back5
@bugligtnin
@mathmomma24

Top Mentioned in G9:
@chanzuckerberg
@nationaldogday
@oprah

Top Mentioned in G10:
@jmichaelwaller
@capitalresearch

Top Tweeters
Top Tweeters in Entire Graph:
@altamirana2
@iam__network
@saveusrepublic2
@lyndae222
@tadrow
@lyn1350
@itswanda
@dianafry18
@sustain05
@patriotictexanv

Top Tweeters in G1:
@saveusrepublic2
@lyndae222
@dianafry18
@patriotictexanv
@gesanda
@lumezgo77
@staythecourse7
@jkearby
@realgrace_kelly
@blgaethgaeth

Top Tweeters in G2:
@foxnews
@freenaynow
@lrihendry
@cjdtwit
@lionelmedia
@christinepolon1
@my3monkees
@ma_liky_
@smileygurl56
@almostjingo

Top Tweeters in G3:
@teamtrumptex
@rmack2x
@anzers
@bonfiredesigns
@jbwallace
@goldnemovesgold
@twinkleblinc
@gretchenbarton
@meyermihaela
@dpretto33rtm

Top Tweeters in G4:
@feed_stocks
@realmcflappy
@vanuatutech
@sandymaxey
@seputarinfoo
@iii_frogs
@leclercfl
@achowendyr
@himmoderator
@felixmalutzki

Top Tweeters in G5:
@lyn1350
@artmanjanet
@janmareesmith2
@slewfan
@jerri_wolf
@rogerfritz7
@whiskey100proof
@olgrumpyfart1
@fdf927020e2b4ac
@grandmak503

Top Tweeters in G6:
@iam__network
@bexxmodd
@stackdevjobs
@shell_loyd
@ml_tweet_bot
@dnaed_tech
@neuromusic
@kqed
@chucksherwood1
@christyt51

Top Tweeters in G7:
@alebg__71
@jappserrallo
@eiconfidente
@adelantevox28a
@chrisjamesd
@elumo60
@hijodeldesorden
@otravezyo22
@soyrobotico
@jvliorivera

Top Tweeters in G8:
@vickie627
@mrfly187
@42gnome
@nobodyinco
@shrekthepunk
@kingcujo
@lou_bruette
@dogsbcool
@__cassidyrae__
@deadpools_r_us

Top Tweeters in G9:
@mtv
@billboard
@arcrusade
@johncusack
@silkybengeezers
@dancingdogblog
@gtconway3d
@gloveritchey
@nlihc
@rosie_fluffybun

Top Tweeters in G10:
@sustain05
@steph93065
@latamfr
@mcarsonaos
@eecc506
@vepchl
@nsroundtable
@anilor65
@wbrouer
@stckysheets


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