Chan Zuckerberg, Twitter, 9/14/2019 4:02:36 PM, 209707


FAQ | Problem?

Chan Zuckerberg_2019-09-14_08-56-47.xlsx
Chan Zuckerberg_2019-09-14_08-56-47.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
September 14, 2019
Short Description:
Chan Zuckerberg via NodeXL http://bit.ly/308ey85
@anandwrites
@thomasfines
@kystbynangl
@federalistno78
@alizabeth_usa
@rising_serpent
@realdonaldtrump
@thesharpedge1
@qblueskyq
@thespeaker2018

Top hashtags:
#earlyed
#tech
#edtech
#earlychildhood
#preschool

Description:
Description
The graph represents a network of 535 Twitter users whose recent tweets contained "Chan Zuckerberg", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 14 September 2019 at 15:57 UTC.

The tweets in the network were tweeted over the 9-day, 12-hour, 11-minute period from Thursday, 05 September 2019 at 00:56 UTC to Saturday, 14 September 2019 at 13:08 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 : 535
Unique Edges : 635
Edges With Duplicates : 120
Total Edges : 755
Self-Loops : 36
Reciprocated Vertex Pair Ratio : 0.00151285930408472
Reciprocated Edge Ratio : 0.00302114803625378
Connected Components : 42
Single-Vertex Connected Components : 21
Maximum Vertices in a Connected Component : 367
Maximum Edges in a Connected Component : 382
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 1.998273
Graph Density : 0.00231719696174175
Modularity : 0.604634
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[5] https://curmudgucation.blogspot.com/2019/09/dammit-chan-zuckerberg-not-elmo-too.html?spref=tw
[5] https://people.com/parents/mark-zuckerberg-priscilla-chan-sesame-street-early-childhood-education-initiative-exclusive/
[5] https://people.com/parents/mark-zuckerberg-priscilla-chan-sesame-street-early-childhood-education-initiative-exclusive/?utm_medium=social&utm_campaign=peoplemagazine&utm_source=twitter.com&xid=socialflow_twitter_peoplemag
[4] https://people.com/parents/mark-zuckerberg-priscilla-chan-sesame-street-early-childhood-education-initiative-exclusive/?utm_source=twitter.com&utm_medium=social&utm_campaign=social-button-sharing
[3] https://www.philanthropy.com/article/Chan-Zuckerberg-Initiative/247065
[2] http://curmudgucation.blogspot.com/2019/09/dammit-chan-zuckerberg-not-elmo-too.html
[2] https://people.com/
[2] https://qz.com/1606848/mark-zuckerberg-built-priscilla-chan-a-screen-free-bedside-alarm/
[1] https://www.lemonde.fr/cop21/article/2015/11/30/bill-gates-et-des-geants-du-net-investissent-massivement-en-faveur-des-energies-propres_4820818_4527432.html
[1] https://chanzuckerberg.com/education/

Top URLs in Tweet in G2:
[1] https://www.philanthropy.com/article/NC-State-Gets-27-Million/247065
[1] https://www.nytimes.com/2012/12/19/technology/zuckerberg-gives-nearly-500-million-to-silicon-valley-community-foundation.html
[1] https://twitter.com/FederalistNo78/status/1065276937378119681?s=20
[1] https://www.usatoday.com/story/tech/2015/12/02/mark-zuckerberg-priscilla-chan-initiative-philanthropy/76669900/

Top URLs in Tweet in G3:
[3] https://curmudgucation.blogspot.com/2019/09/dammit-chan-zuckerberg-not-elmo-too.html?spref=tw
[1] http://cal-access.sos.ca.gov/PDFGen/pdfgen.prg?filingid=2408841
[1] http://cal-access.sos.ca.gov/PDFGen/pdfgen.prg?filingid=2408832&amendid=0
[1] https://peing.net/ja/q/26f04a00-b2ce-4cc5-acb5-c0eded89351c
[1] https://www.google.com/imgres?imgurl=https://keyassets-p2.timeincuk.net/wp/prod/wp-content/uploads/sites/30/2015/12/GIF-Mark-Zuckerberg.gif&imgrefurl=https://www.celebsnow.co.uk/celebrity-news/facebooks-mark-zuckerberg-has-written-an-open-letter-to-his-new-daughter-max-and-we-guarantee-itll-make-you-well-up-322145&tbnid=d2qBqg5iPAHFoM&vet=1&docid=Q9SdvnIqiUskCM&w=480&h=270&q=Mark+Zuckerberg+and+Priscilla+Chan+philosophy&hl=en-US&source=sh/x/im
[1] https://www.bizjournals.com/pacific/news/2019/09/10/landed-expands-homedown-payment-program-to.html?ana=TRUEANTHEMTWT_HI&utm_campaign=trueAnthem%3A+Trending+Content&utm_content=5d7928734b188d00011c2471&utm_medium=trueAnthem&utm_source=twitter
[1] https://www.bizjournals.com/pacific/news/2019/09/10/landed-expands-homedown-payment-program-to.html?ana=TRUEANTHEMTWT_HI&utm_campaign=trueAnthem%3A+Trending+Content&utm_content=5d78639a145a570001543ee9&utm_medium=trueAnthem&utm_source=twitter
[1] https://people.com/parents/mark-zuckerberg-priscilla-chan-sesame-street-early-childhood-education-initiative-exclusive/?utm_source=dlvr.it&utm_medium=twitter
[1] http://www.oregonlive.com/business/2019/09/down-payment-program-for-teachers-trying-to-buy-a-house-comes-to-expensive-portland.html
[1] https://www.forbes.com/sites/petergreene/2019/09/08/which-name-belongs-on-the-list-of-modern-education-philanthropists-dolly-parton/#6ccf71fc3e5d

Top URLs in Tweet in G4:
[5] https://people.com/parents/mark-zuckerberg-priscilla-chan-sesame-street-early-childhood-education-initiative-exclusive/?utm_medium=social&utm_campaign=peoplemagazine&utm_source=twitter.com&xid=socialflow_twitter_peoplemag
[4] https://people.com/parents/mark-zuckerberg-priscilla-chan-sesame-street-early-childhood-education-initiative-exclusive/?utm_source=twitter.com&utm_medium=social&utm_campaign=social-button-sharing
[2] http://curmudgucation.blogspot.com/2019/09/dammit-chan-zuckerberg-not-elmo-too.html
[2] https://curmudgucation.blogspot.com/2019/09/dammit-chan-zuckerberg-not-elmo-too.html?spref=tw
[2] https://people.com/parents/mark-zuckerberg-priscilla-chan-sesame-street-early-childhood-education-initiative-exclusive/
[1] https://chanzuckerberg.com/newsroom/chan-zuckerberg-initiative-announces-support-for-three-organizations-focused-on-creating-opportunities-in-technology-for-underrepresented-youth/

Top URLs in Tweet in G5:
[1] https://www.nytimes.com/2019/04/21/technology/silicon-valley-kansas-schools.html
[1] https://www.youtube.com/watch?v=gJ6RlnicPlw&feature=youtu.be


Top URLs in Tweet in G6:
[1] https://twitter.com/cziscience/status/1171453558044016641

Top URLs in Tweet in G7:
[1] https://factionsoffreedom.jimdo.com/2018/01/10/l-a-s-elite-cannibal-restaurant-boasts-katy-perry-meryl-streep-chelsea-clinton-as-members/

Top URLs in Tweet in G9:
[1] https://www.politico.com/story/2019/09/05/david-plouffe-to-join-acronym-board-of-directors-1481734

Top URLs in Tweet in G10:
[1] https://www.businessinsider.com/chan-zuckerberg-research-implantable-brain-device-primates-2018-12

Top Domains
Top Domains in Tweet in Entire Graph:
[18] people.com
[7] blogspot.com
[4] philanthropy.com
[3] twitter.com
[2] chanzuckerberg.com
[2] bizjournals.com
[2] nytimes.com
[2] qz.com
[2] ca.gov
[1] lemonde.fr

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

Top Domains in Tweet in G3:
[3] people.com
[3] blogspot.com
[2] ca.gov
[2] bizjournals.com
[1] peing.net
[1] google.com
[1] oregonlive.com
[1] forbes.com
[1] chanzuckerberg.com
[1] lemonde.fr

Top Domains in Tweet in G4:
[11] people.com
[4] blogspot.com
[1] chanzuckerberg.com

Top Domains in Tweet in G5:
[1] nytimes.com
[1] youtube.com

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

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5] earlyed
[2] tech
[2] edtech
[1] earlychildhood
[1] preschool
[1] education
[1] philanthropy
[1] markzuckerberg
[1] pedo
[1] adrenochrome



Top Hashtags in Tweet in G2:
[1] pedo
[1] adrenochrome
[1] sra

Top Hashtags in Tweet in G3:
[1] peing
[1] 質問箱
[1] education
[1] philanthropy

Top Hashtags in Tweet in G4:
[5] earlyed
[2] tech
[1] earlychildhood
[1] preschool

Top Hashtags in Tweet in G5:
[2] edtech
[1] summitlearning
[1] czi

Top Words
Top Words in Tweet in Entire Graph:
[52] Words in Sentiment List#1: Positive
[27] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[18720] Non-categorized Words
[18799] Total Words
[736] hoffman
[734] list
[458] chan
[457] zuckerberg
[403] mark

Top Words in Tweet in G1:
[730] list
[730] hoffman
[374] mark
[374] zuckerberg
[374] priscilla
[374] chan
[374] s
[365] guests
[365] elon
[365] musk

Top Words in Tweet in G2:
[13] zuckerberg
[12] chan
[6] althutch
[5] realdonaldtrump
[5] qblueskyq
[5] thesharpedge1
[5] thespeaker2018
[5] rising_serpent
[4] occulturalism
[4] grabaroot

Top Words in Tweet in G3:
[23] zuckerberg
[22] chan
[11] mark
[10] priscilla
[9] 50
[6] initiative
[6] 000
[6] up
[5] facebook
[4] 1

Top Words in Tweet in G4:
[13] chan
[13] zuckerberg
[9] mark
[9] priscilla
[9] team
[9] up
[9] sesame
[9] workshop
[9] early
[9] childhood

Top Words in Tweet in G5:
[6] hadip
[6] codeorg
[6] billgates
[6] harvard
[6] chanzuckerberg_
[6] chan
[6] zuckerberg
[6] initiative
[6] funding
[6] education

Top Words in Tweet in G6:
[5] rfa
[5] chan
[5] zuckerberg
[5] teams
[5] study
[5] role
[5] inflammation
[5] health
[5] disease
[5] hope

Top Words in Tweet in G7:
[2] name
[2] chan

Top Words in Tweet in G8:
[4] list
[4] hoffman
[2] jason_kint
[2] vestager
[2] guests
[2] elon
[2] musk
[2] joi
[2] ito
[2] peter

Top Words in Tweet in G9:
[2] one
[2] interesting
[2] wrinkle
[2] zachmontellaro
[2] story
[2] plouffe
[2] joining
[2] anotheracronym
[2] pushes
[2] back

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[403] mark,zuckerberg
[400] priscilla,chan
[383] zuckerberg,priscilla
[369] reid,hoffman
[368] elon,musk
[368] musk,joi
[368] joi,ito
[368] ito,peter
[368] peter,thiel
[368] thiel,mark

Top Word Pairs in Tweet in G1:
[374] mark,zuckerberg
[374] priscilla,chan
[365] guests,list
[365] list,elon
[365] elon,musk
[365] musk,joi
[365] joi,ito
[365] ito,peter
[365] peter,thiel
[365] thiel,mark

Top Word Pairs in Tweet in G2:
[10] chan,zuckerberg
[4] occulturalism,grabaroot
[4] grabaroot,dreamwalkerwc
[4] dreamwalkerwc,althutch
[4] althutch,bradfitzpatriot
[4] bradfitzpatriot,cylantjustice
[4] cylantjustice,realdonaldtrump
[4] realdonaldtrump,genflynn
[4] genflynn,yigsstarhouse
[4] yigsstarhouse,thespeaker2018

Top Word Pairs in Tweet in G3:
[11] chan,zuckerberg
[11] mark,zuckerberg
[10] priscilla,chan
[5] zuckerberg,initiative
[5] zuckerberg,priscilla
[4] 50,50
[4] chan,team
[4] team,up
[4] up,sesame
[3] 1,000

Top Word Pairs in Tweet in G4:
[9] mark,zuckerberg
[9] zuckerberg,priscilla
[9] priscilla,chan
[9] chan,team
[9] team,up
[9] up,sesame
[9] sesame,workshop
[9] workshop,early
[9] early,childhood
[9] childhood,education

Top Word Pairs in Tweet in G5:
[6] hadip,codeorg
[6] codeorg,billgates
[4] leoniehaimson,daschwartzy
[4] daschwartzy,hadip
[4] billgates,harvard
[4] harvard,chanzuckerberg_
[4] chanzuckerberg_,dallasschools
[4] dallasschools,dallasnews
[4] dallasnews,cbs11jack
[4] cbs11jack,loribrownfox4

Top Word Pairs in Tweet in G6:
[5] rfa,chan
[5] chan,zuckerberg
[5] zuckerberg,teams
[5] teams,study
[5] study,role
[5] role,inflammation
[5] inflammation,health
[5] health,disease
[5] disease,hope
[5] hope,flooded

Top Word Pairs in Tweet in G8:
[2] jason_kint,vestager
[2] vestager,guests
[2] guests,list
[2] list,elon
[2] elon,musk
[2] musk,joi
[2] joi,ito
[2] ito,peter
[2] peter,thiel
[2] thiel,mark

Top Word Pairs in Tweet in G9:
[2] one,interesting
[2] interesting,wrinkle
[2] wrinkle,zachmontellaro
[2] zachmontellaro,story
[2] story,plouffe
[2] plouffe,joining
[2] joining,anotheracronym
[2] anotheracronym,pushes
[2] pushes,back
[2] back,trump's

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@people
@chanzuckerberg
@sesameworkshop
@althutch
@mit
@codeorg
@billgates
@harvard
@chanzuckerberg_
@realdonaldtrump

Top Mentioned in G2:
@althutch
@realdonaldtrump
@qblueskyq
@thesharpedge1
@thespeaker2018
@rising_serpent
@grabaroot
@dreamwalkerwc
@cylantjustice

Top Mentioned in G4:
@people
@chanzuckerberg
@sesameworkshop

Top Mentioned in G5:
@mit
@codeorg
@billgates
@harvard
@chanzuckerberg_
@daschwartzy
@hadip
@dallasschools
@dallasnews
@cbs11jack

Top Mentioned in G7:
@rightwingsarge
@unrealcjt
@fiercekittyhq

Top Mentioned in G8:
@vestager

Top Mentioned in G9:
@zachmontellaro
@anotheracronym

Top Mentioned in G10:
@facebook
@nonhumanrights

Top Tweeters
Top Tweeters in Entire Graph:
@drocktrot
@coopmike48
@lovetogive2
@theresamax
@mayirmamay14
@jhamby
@bethsinniresist
@lizditz
@sherrikuczeryk
@samhainnight

Top Tweeters in G1:
@lovetogive2
@theresamax
@mayirmamay14
@jhamby
@bethsinniresist
@lizditz
@sherrikuczeryk
@samhainnight
@wellness4you13
@ydanasmithdutra

Top Tweeters in G2:
@lionelmedia
@freenaynow
@ma_liky_
@thomas1774paine
@truthforhim1224
@grabaroot
@smileygurl56
@gatewaypundit
@livid2point0
@solmemes1

Top Tweeters in G3:
@seputarinfoo
@bobincredible
@rossettihermes
@catargetbot
@pacificbiznews
@yessah__2
@scottlay
@tultican
@zeemaksn
@yumnamuzakkir

Top Tweeters in G4:
@drocktrot
@coopmike48
@people
@valleychestnut
@palan57
@juang353
@thoughtparent
@ohiopep
@heatherdawnper1
@tommypez

Top Tweeters in G5:
@dallasnews
@leoniehaimson
@clanghoff1
@harvard
@cbs11jack
@dgoins
@mit
@daschwartzy
@brett_shipp
@dallasschools

Top Tweeters in G6:
@rheault_m
@kidneycathy
@kidneymyosin
@kidneyomicsamps
@mtomilo

Top Tweeters in G7:
@njmominfl
@fiercekittyhq
@unrealcjt
@enpointekaren1
@rightwingsarge

Top Tweeters in G8:
@aziegler
@jason_kint
@donnasteffy
@vestager

Top Tweeters in G9:
@vernapolitics
@nancyscola
@zachmontellaro
@anotheracronym

Top Tweeters in G10:
@nycsouthpaw
@4animallife
@facebook
@nonhumanrights