Chan Zuckerberg, Twitter, 5/21/2020 5:44:21 PM, 227022


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Chan Zuckerberg_2020-05-20_08-05-17.xlsx
Chan Zuckerberg_2020-05-20_08-05-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 21, 2020
Short Description:
Chan Zuckerberg via NodeXL https://bit.ly/3bUFycK
@bopinion
@businessinsider
@chanzuckerberg
@czbiohub
@business
@davidjshipley
@nel_mezzo
@rocobasilisk
@dokscho
@sfgate

Top hashtags:
#covid19
#markzuckerberg
#billgates
#elonmusk
#jeffbezos
#larryellison
#larrypage

Description:
Description
The graph represents a network of 1,681 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, 20 May 2020 at 15:05 UTC.

The requested start date was Wednesday, 20 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 22-hour, 29-minute period from Wednesday, 06 May 2020 at 00:09 UTC to Tuesday, 19 May 2020 at 22:39 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 : 1681
Unique Edges : 1159
Edges With Duplicates : 2029
Total Edges : 3188
Number of Edge Types : 5
Retweet : 930
MentionsInRetweet : 1351
Tweet : 411
Mentions : 413
Replies to : 83
Self-Loops : 419
Reciprocated Vertex Pair Ratio : 0.0190201729106628
Reciprocated Edge Ratio : 0.0373303167420814
Connected Components : 389
Single-Vertex Connected Components : 262
Maximum Vertices in a Connected Component : 718
Maximum Edges in a Connected Component : 1602
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.019992
Graph Density : 0.000626044587972012
Modularity : 0.573659
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 1,681 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, 20 May 2020 at 15:05 UTC.

The requested start date was Wednesday, 20 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 22-hour, 29-minute period from Wednesday, 06 May 2020 at 00:09 UTC to Tuesday, 19 May 2020 at 22:39 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:
[66] https://www.businessinsider.com/mark-zuckerberg-priscilla-chan-800000-donation-restaurants-us-family-equivalent-2020-5
[52] https://www.sfgate.com/food/article/Mark-Zuckerberg-Priscilla-Chan-restaurant-donation-15264875.php
[36] https://www.sfgate.com/food/article/Mark-Zuckerberg-Priscilla-Chan-restaurant-donation-15264875.php?utm_campaign=CMS%20Sharing%20Tools%20(Mobile)&utm_source=t.co&utm_medium=referral
[34] https://www.bloomberg.com/tosv2.html?vid=&uuid=4c3e3200-917f-11ea-ab3d-2529c36d7012&url=L29waW5pb24vYXJ0aWNsZXMvMjAyMC0wNS0wOC9jb3ZpZC0xOS1odW50ZXJzLW9mLWNoYW4tenVja2VyYmVyZy1iaW9odWItc3RhbGstbWlzc2lvbi1kaXN0cmljdA==
[20] https://sf.eater.com/2020/5/12/21255846/mark-zuckerberg-priscilla-chan-facebook-cafe-jacqueline-wine-tasting
[14] https://news.yahoo.com/mark-zuckerberg-priscilla-chans-800-190506572.html
[10] https://www.paloaltoonline.com/blogs/p/2020/05/11/mark-zuckerberg-and-priscilla-chan-are-giving-100000-to-eight-of-their-favorite-restaurants
[9] https://aajtak.intoday.in/story/priscilla-chan-gives-a-haircut-to-mark-zuckerberg-amid-coronavirus-lockdown-ttec-1-1191308.html
[9] https://people.com/human-interest/mark-zuckerberg-priscilla-chan-fund-1-2m-teacher-requests-distance-learning/?utm_source=twitter.com&utm_medium=social&xid=socialflow_twitter_peoplemag&utm_campaign=peoplemagazine
[8] https://www.phillyvoice.com/childhood-obesity-inflammation-penn-chop-chan-zuckerberg-inititiative-grant-philly/

Top URLs in Tweet in G1:
[35] https://www.businessinsider.com/mark-zuckerberg-priscilla-chan-800000-donation-restaurants-us-family-equivalent-2020-5
[21] https://www.sfgate.com/food/article/Mark-Zuckerberg-Priscilla-Chan-restaurant-donation-15264875.php
[14] https://www.bloomberg.com/tosv2.html?vid=&uuid=4c3e3200-917f-11ea-ab3d-2529c36d7012&url=L29waW5pb24vYXJ0aWNsZXMvMjAyMC0wNS0wOC9jb3ZpZC0xOS1odW50ZXJzLW9mLWNoYW4tenVja2VyYmVyZy1iaW9odWItc3RhbGstbWlzc2lvbi1kaXN0cmljdA==
[14] https://news.yahoo.com/mark-zuckerberg-priscilla-chans-800-190506572.html
[12] https://sf.eater.com/2020/5/12/21255846/mark-zuckerberg-priscilla-chan-facebook-cafe-jacqueline-wine-tasting
[8] https://www.phillyvoice.com/childhood-obesity-inflammation-penn-chop-chan-zuckerberg-inititiative-grant-philly/
[5] https://www.businessinsider.com/mark-zuckerberg-priscilla-chan-800000-donation-restaurants-us-family-equivalent-2020-5?utm_source=dlvr.it&utm_medium=twitter
[3] https://twitter.com/businessinsider/status/1261372115023917057
[3] https://www.cbsnews.com/video/gayle-king-sits-down-with-facebook-ceo-mark-zuckerberg-and-wife-priscilla-chan/
[2] https://news.stanford.edu/2020/04/29/stanford-teams-ucsf-chan-zuckerberg-biohub-study-prevalence-covid-19-san-francisco-bay-area/

Top URLs in Tweet in G2:
[17] https://www.businessinsider.com/mark-zuckerberg-priscilla-chan-800000-donation-restaurants-us-family-equivalent-2020-5
[7] https://www.businessinsider.com/mark-zuckerberg-priscilla-chan-800000-donation-restaurants-us-family-equivalent-2020-5?utmSource=twitter&utmContent=referral&utmTerm=topbar&referrer=twitter

Top URLs in Tweet in G3:
[4] https://www.bloomberg.com/opinion/articles/2020-05-08/covid-19-hunters-of-chan-zuckerberg-biohub-stalk-mission-district
[2] https://hms.harvard.edu/departments/giving/our-donors/chan-zuckerberg-initiative
[2] https://www.statnews.com/2020/04/29/chan-zuckerberg-initiative-funds-bay-area-coronavirus-tracking/
[2] https://www.bloomberg.com/opinion/articles/2020-05-08/covid-19-hunters-of-chan-zuckerberg-biohub-stalk-mission-district?sref=2o0rZsF1
[2] https://chanzuckerberg.com/newsroom/new-single-cell-technologies-help-scientists-understand-covid-19-disease-progression/
[2] https://abc7news.com/society/exclusive-priscilla-chan-of-chan-zuckerberg-initiative-talks-being-a-mom-doctor-amid-covid-19-/6161670/
[2] https://www.genomeweb.com/research-funding/chan-zuckerberg-initiative-grants-750k-covid-19-studies-using-single-cell-methods?utm_source=addthis_shares#.XrMd9h1wzzU.twitter
[1] https://engineering.osu.edu/news/2020/05/grant-chan-zuckerberg-initiative-will-advance-inflammation-research
[1] https://chanzuckerberg.com/newsroom/chan-zuckerberg-initiative-commits-5-million-to-bay-area-covid-19-relief-efforts/
[1] https://chanzuckerberg.com/newsroom/ucsf-chan-zuckerberg-initiative-biohub-california-partner-expand-testing-capacity-covid-19/

Top URLs in Tweet in G4:
[13] https://www.bloomberg.com/tosv2.html?vid=&uuid=4c3e3200-917f-11ea-ab3d-2529c36d7012&url=L29waW5pb24vYXJ0aWNsZXMvMjAyMC0wNS0wOC9jb3ZpZC0xOS1odW50ZXJzLW9mLWNoYW4tenVja2VyYmVyZy1iaW9odWItc3RhbGstbWlzc2lvbi1kaXN0cmljdA==
[3] https://www.bloomberg.com/opinion/articles/2020-05-08/covid-19-hunters-of-chan-zuckerberg-biohub-stalk-mission-district?sref=2o0rZsF1&utm_source=twitter&utm_medium=social&utm_campaign=socialflow-organic&utm_content=view&cmpid%3D=socialflow-twitter-view
[2] https://www.bloomberg.com/opinion/articles/2020-05-08/covid-19-hunters-of-chan-zuckerberg-biohub-stalk-mission-district?sref=2o0rZsF1&utm_medium=social&utm_source=twitter&utm_campaign=socialflow-organic&utm_content=view&cmpid%3D=socialflow-twitter-view
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=50aed290-917f-11ea-8d16-8df0e4ba05a3&url=L29waW5pb24vYXJ0aWNsZXMvMjAyMC0wNS0wOC9jb3ZpZC0xOS1odW50ZXJzLW9mLWNoYW4tenVja2VyYmVyZy1iaW9odWItc3RhbGstbWlzc2lvbi1kaXN0cmljdD9zcmVmPTVXaHhlVHc2
[1] https://www.bloomberg.com/view/articles/2020-05-08/covid-19-hunters-of-chan-zuckerberg-biohub-stalk-mission-district?utm_medium=social&utm_content=view&cmpid%3D=socialflow-twitter-view&utm_campaign=socialflow-organic&utm_source=twitter
[1] https://www.bloomberg.com/opinion/articles/2020-05-08/covid-19-hunters-of-chan-zuckerberg-biohub-stalk-mission-district?sref=2o0rZsF1&utm_campaign=socialflow-organic&utm_source=twitter&utm_content=view&cmpid%3D=socialflow-twitter-view&utm_medium=social
[1] https://www.bloomberg.com/opinion/articles/2020-05-08/covid-19-hunters-of-chan-zuckerberg-biohub-stalk-mission-district?sref=2o0rZsF1&utm_content=view&cmpid%3D=socialflow-twitter-view&utm_medium=social&utm_source=twitter&utm_campaign=socialflow-organic
[1] https://www.bloomberg.com/opinion/articles/2020-05-08/covid-19-hunters-of-chan-zuckerberg-biohub-stalk-mission-district?sref=2o0rZsF1&utm_content=view&cmpid%3D=socialflow-twitter-view&utm_source=twitter&utm_medium=social&utm_campaign=socialflow-organic
[1] https://www.bloomberg.com/opinion/articles/2020-05-08/covid-19-hunters-of-chan-zuckerberg-biohub-stalk-mission-district?sref=2o0rZsF1&cmpid%3D=socialflow-twitter-view&utm_content=view&utm_campaign=socialflow-organic&utm_source=twitter&utm_medium=social
[1] https://www.bloomberg.com/opinion/articles/2020-05-08/covid-19-hunters-of-chan-zuckerberg-biohub-stalk-mission-district?sref=2o0rZsF1&utm_campaign=socialflow-organic&utm_source=twitter&utm_medium=social&cmpid%3D=socialflow-twitter-view&utm_content=view

Top URLs in Tweet in G5:
[36] https://www.sfgate.com/food/article/Mark-Zuckerberg-Priscilla-Chan-restaurant-donation-15264875.php?utm_campaign=CMS%20Sharing%20Tools%20(Mobile)&utm_source=t.co&utm_medium=referral
[6] https://www.sfgate.com/food/article/Mark-Zuckerberg-Priscilla-Chan-restaurant-donation-15264875.php?utm_source=dlvr.it&utm_medium=twitter
[6] https://www.sfgate.com/food/article/Mark-Zuckerberg-Priscilla-Chan-restaurant-donation-15264875.php?utm_campaign=CMS%20Sharing%20Tools%20(Desktop)&utm_source=t.co&utm_medium=referral
[2] https://www.sfgate.com/food/article/Mark-Zuckerberg-Priscilla-Chan-restaurant-donation-15264875.php
[1] https://www.businessinsider.com/mark-zuckerberg-priscilla-chan-800000-donation-restaurants-us-family-equivalent-2020-5
[1] https://www.sfgate.com/food/article/Mark-Zuckerberg-Priscilla-Chan-restaurant-donation-15264875.php?cid=eml_dbm_20200515&utm_source=Sailthru&utm_medium=email&utm_campaign=BYERS%20MARKET%202020.05.15&utm_term=Byers%20Marketm=Byers%20Market&utm_campaign=CMS%20Sharing%20Tools%20(Desktop)&utm_source=t.co&utm_medium=referral
[1] https://www.forbes.com/sites/angelauyeung/2020/04/29/mark-zuckerberg-is-donating-136-million-to-study-covid-19-spread-in-bay-area/
[1] https://twitter.com/i/web/status/1256966671371247624
[1] https://www.nbcbayarea.com/news/local/restaurants-receive-100k-donation-from-facebooks-zuckerberg-and-chan/2289219/?_osource=SocialFlowTwt_BAYBrand
[1] https://www.forbes.com/sites/angelauyeung/2020/04/29/mark-zuckerberg-is-donating-136-million-to-study-covid-19-spread-in-bay-area/?utm_source=TWITTER&utm_medium=social&utm_content=3308518094&utm_campaign=sprinklrForbesMainTwitter#b3adcc65c7aa

Top URLs in Tweet in G6:
[2] https://people.com/human-interest/mark-zuckerberg-priscilla-chan-fund-1-2m-teacher-requests-distance-learning/
[1] https://www.donorschoose.org/project/lets-add-art-to-distance-learning/4917786/?utm_source=dc&utm_medium=twitter&utm_campaign=project&utm_term=donor_6925&rf=twitter-dc-2020-05-project-donor_6925&_branch_match_id=link-791373421183112364
[1] https://www.donorschoose.org/project/lets-add-art-to-distance-learning/4917786/?utm_source=dc&utm_medium=twitter&utm_campaign=project&utm_term=donor_6925&rf=twitter-dc-2020-05-project-donor_6925&_branch_match_id=link-788555315624689790
[1] https://www.donorschoose.org/project/zoom-away-with-our-home-based-class/4887047/?utm_source=dc&utm_medium=twitter&utm_campaign=project&utm_term=donor_6925&rf=twitter-dc-2020-05-project-donor_6925&_branch_match_id=link-788904000208837981
[1] https://www.donorschoose.org/project/with-flexible-headphones-we-can-promote/4913909/?utm_source=dc&utm_medium=twitter&utm_campaign=project&utm_term=donor_6925&rf=twitter-dc-2020-05-project-donor_6925&_branch_match_id=link-790273744769466550
[1] https://www.donorschoose.org/project/oh-the-places-youll-go/4914355/
[1] https://www.donorschoose.org/project/connecting-during-distance-learning/4907067/
[1] https://www.donorschoose.org/project/finding-our-voice/4906728/?challengeid=208861
[1] https://help.donorschoose.org/hc/en-us/articles/360047146194-Matching-donations-on-Distance-Learning-Projects
[1] https://www.donorschoose.org/project/growing-minds-and-a-garden/4882459/?challengeid=208861

Top URLs in Tweet in G7:
[1] https://jp.techcrunch.com/2020/03/04/2020-03-03-zuckerberg-details-the-ways-facebook-and-chan-zuckerberg-initiative-are-responding-to-covid-19/
[1] https://www.nytimes.com/2012/12/19/technology/zuckerberg-gives-nearly-500-million-to-silicon-valley-community-foundation.html
[1] https://sf.eater.com/2020/5/12/21255846/mark-zuckerberg-priscilla-chan-facebook-cafe-jacqueline-wine-tasting

Top URLs in Tweet in G8:
[1] https://www.linkedin.com/slink?code=gyaWkcR
[1] https://www.sanger.ac.uk/news/view/sanger-scientist-receives-chan-zuckerberg-initiative-support-covid-19-study

Top URLs in Tweet in G9:
[1] https://www.bloomberg.com/opinion/articles/2020-05-08/covid-19-hunters-of-chan-zuckerberg-biohub-stalk-mission-district?sref=2o0rZsF1&utm_campaign=socialflow-organic&utm_source=twitter&cmpid=socialflow-twitter-business&utm_medium=social&utm_content=business
[1] https://www.bloomberg.com/opinion/articles/2020-05-08/covid-19-hunters-of-chan-zuckerberg-biohub-stalk-mission-district?sref=2o0rZsF1&utm_medium=social&utm_source=twitter&utm_campaign=socialflow-organic&utm_content=business&cmpid%3D=socialflow-twitter-view&cmpid=socialflow-twitter-business
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=4c3e3200-917f-11ea-ab3d-2529c36d7012&url=L29waW5pb24vYXJ0aWNsZXMvMjAyMC0wNS0wOC9jb3ZpZC0xOS1odW50ZXJzLW9mLWNoYW4tenVja2VyYmVyZy1iaW9odWItc3RhbGstbWlzc2lvbi1kaXN0cmljdA==

Top URLs in Tweet in G10:
[1] https://www.cbsnews.com/news/coronavirus-facebook-mark-zuckerberg-partner-bill-gates-25m-treatment-chan-initiative/

Top Domains
Top Domains in Tweet in Entire Graph:
[110] sfgate.com
[86] businessinsider.com
[73] bloomberg.com
[60] twitter.com
[25] eater.com
[24] donorschoose.org
[20] yahoo.com
[18] iammarketingmedia.com
[16] paloaltoonline.com
[14] people.com

Top Domains in Tweet in G1:
[46] businessinsider.com
[29] sfgate.com
[28] twitter.com
[22] bloomberg.com
[14] eater.com
[14] yahoo.com
[10] phillyvoice.com
[6] donorschoose.org
[6] linkedin.com
[6] paloaltoonline.com

Top Domains in Tweet in G2:
[24] businessinsider.com

Top Domains in Tweet in G3:
[10] bloomberg.com
[4] chanzuckerberg.com
[3] statnews.com
[3] genomeweb.com
[3] abc7news.com
[2] harvard.edu
[2] twitter.com
[2] ac.uk
[1] osu.edu
[1] sfgate.com

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

Top Domains in Tweet in G5:
[51] sfgate.com
[4] forbes.com
[2] twitter.com
[1] businessinsider.com
[1] nbcbayarea.com

Top Domains in Tweet in G6:
[15] donorschoose.org
[2] twitter.com
[2] people.com

Top Domains in Tweet in G7:
[1] techcrunch.com
[1] nytimes.com
[1] eater.com

Top Domains in Tweet in G8:
[1] linkedin.com
[1] ac.uk

Top Domains in Tweet in G9:
[3] bloomberg.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[39] covid19
[20] markzuckerberg
[18] billgates
[17] elonmusk
[17] jeffbezos
[17] larryellison
[17] larrypage
[17] markbenioff
[17] michaeldell
[17] mikebloomberg



Top Hashtags in Tweet in G1:
[5] facebook
[3] covid19
[3] education
[3] podcast
[2] markzuckerberg
[2] business
[2] news
[2] freak
[2] bastard
[2] fb

Top Hashtags in Tweet in G3:
[26] covid19
[5] weekendread
[4] coronavirus
[2] czi
[2] raredisease
[1] sushisamsedomata
[1] sanmateo
[1] singlecell
[1] feedly

Top Hashtags in Tweet in G4:
[2] covid19
[1] test
[1] trace
[1] socialdistancing

Top Hashtags in Tweet in G5:
[1] sf
[1] eatitalian
[1] ripcapitalism

Top Hashtags in Tweet in G6:
[5] distancelearning
[4] respectforteachers
[3] teacherappreciationweek2020
[3] teacherappreciationweek
[2] clearthelists
[1] books
[1] read
[1] spreadtheword

Top Hashtags in Tweet in G7:
[1] qanon
[1] followthemoney
[1] agenda21
[1] agenda2030
[1] id2020

Top Hashtags in Tweet in G8:
[1] science
[1] wellcometrust
[1] researchculture
[1] scandals

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[194] zuckerberg
[140] chan
[133] mark
[128] priscilla
[97] restaurants
[88] favorite
[83] 000
[74] 800
[61] donation
[53] family

Top Words in Tweet in G2:
[179] businessinsider
[168] zuckerberg
[166] chan's
[158] donation
[157] 800
[157] 000
[157] restaurants
[157] median
[157] family
[156] mark

Top Words in Tweet in G3:
[29] chanzuckerberg
[28] czbiohub
[28] cziscience
[27] funding
[26] #covid19
[23] study
[22] roserventotormo
[21] human
[21] sangerinstitute
[21] chan

Top Words in Tweet in G4:
[76] bopinion
[63] people
[34] testing
[31] michael
[28] lewis
[28] earning
[28] less
[28] 50
[28] 000
[28] year

Top Words in Tweet in G5:
[58] chan
[57] zuckerberg
[56] mark
[55] bay
[55] area
[54] restaurants
[53] sfgate
[52] 000
[50] priscilla
[50] favorite

Top Words in Tweet in G6:
[60] chan
[49] teacher
[48] learning
[47] distance
[46] zuckerberg
[45] initiative
[43] students
[41] stanlevenson
[37] art
[33] grade

Top Words in Tweet in G7:
[19] mz
[10] zuckerberg
[7] mark
[7] family
[7] tree
[6] qblueskyq
[6] deepstate
[6] chosen
[6] ceo
[6] public

Top Words in Tweet in G8:
[3] dgurdasani1
[3] dbetteracademia
[3] morimahmoudi
[3] reneebleau
[3] suzanne_garrett
[3] evidencebase_im
[3] braincures
[3] marikasboros
[2] do_kinder
[2] proftim

Top Words in Tweet in G9:
[56] data
[56] test
[51] people
[46] business
[28] go
[28] without
[28] symptoms
[28] different
[27] thos
[22] 000

Top Words in Tweet in G10:
[17] redpilledisback
[17] razorbuckeye
[17] tractor444
[17] trumpcanuck
[17] liltilgerlil
[17] americanon57
[17] truthserum4all
[17] reddragonfly19
[16] 45harisonharold
[16] eâ

Top Word Pairs
Top Word Pairs in Tweet in G2:
[132] 800,000
[92] median,family
[85] mark,zuckerberg
[71] zuckerberg,priscilla
[56] priscilla,chan's
[46] chan's,800
[43] 000,donation
[43] donation,favorite
[43] favorite,restaurants
[42] restaurants,median

Top Word Pairs in Tweet in G3:
[157] cziscience,funding
[157] congratulations,roserventotormo
[156] roserventotormo,received
[156] received,cziscience
[156] funding,study
[156] study,human
[156] human,immune
[156] immune,response
[156] sangerinstitute,congratulations
[156] response,#covi

Top Word Pairs in Tweet in G4:
[20] michael,lewis
[17] people,earning
[17] earning,less
[17] less,50
[17] 50,000
[17] 000,year
[17] year,89
[17] major,revelations
[16] revelations,batch
[16] batch,testing

Top Word Pairs in Tweet in G5:
[28] bay,area
[28] area,restaurants
[28] priscilla,chan
[28] mark,zuckerberg
[28] chan,give
[28] zuckerberg,priscilla
[28] give,800
[27] 800,000
[27] 000,favorite
[27] favorite,bay

Top Word Pairs in Tweet in G6:
[55] distance,learning
[52] chan,zuckerberg
[50] zuckerberg,initiative
[49] grade,teacher
[48] art,distance
[44] initiative,doubling
[42] pre,teacher
[42] teacher,enhance
[42] enhance,distance
[42] learning,students

Top Word Pairs in Tweet in G7:
[47] mark,zuckerberg
[46] family,tree
[45] mz,mark
[33] zuckerberg,deepstate
[23] deepstate,mz
[16] mz,chosen
[15] chosen,ceo
[15] ceo,public
[15] public,figure
[15] figure,tasked

Top Word Pairs in Tweet in G8:
[7] dgurdasani1,dbetteracademia
[7] dbetteracademia,morimahmoudi
[6] morimahmoudi,reneebleau
[6] reneebleau,suzanne_garrett
[6] suzanne_garrett,evidencebase_im
[6] evidencebase_im,braincures
[6] braincures,marikasboros
[6] do_kinder,dgurdasani1
[6] marikasboros,proftim

Top Word Pairs in Tweet in G9:
[3] data,go
[3] go,test
[3] test,people
[3] people,without
[3] without,symptoms
[3] symptoms,different
[3] different,data
[2] data,test
[2] test,thos
[] business,data

Top Word Pairs in Tweet in G10:
[28] redpilledisback,razorbuckeye
[28] razorbuckeye,tractor444
[28] tractor444,trumpcanuck
[28] trumpcanuck,liltilgerlil
[28] liltilgerlil,americanon57
[28] americanon57,truthserum4all
[28] truthserum4all,reddragonfly19
[28] 45harisonharold,redpilledisback
[27] reddragonfly19,eâ

Top Replied-To
Top Replied-To in Entire Graph:
@pdchina
@businessinsider
@harvard
@facebook
@ktla
@chanzuckerberg
@reuters
@memeofthedaybot
@scottmorrisonmp
@city_epa

Top Replied-To in G1:
@memeofthedaybot

Top Replied-To in G2:
@businessinsider

Top Replied-To in G3:
@chanzuckerberg
@matthaneysf

Top Replied-To in G4:
@davidjshipley

Top Replied-To in G5:
@katie_roof
@rahulkabra
@jonahlupton

Top Replied-To in G6:
@bluegiving
@support_a_teach

Top Replied-To in G7:
@goh9989
@gatewaypundit
@occulturalism

Top Replied-To in G8:
@dgurdasani1

Top Replied-To in G10:
@redpilledisback

Top Mentioned
Top Mentioned in Entire Graph:
@businessinsider
@bopinion
@sfgate
@business
@stanlevenson
@chanzuckerberg
@katie_roof
@chihiroshinzaki
@xhnews
@cziscience

Top Mentioned in G1:
@thebeardedjew2

Top Mentioned in G2:
@businessinsider
@hblodget
@jason
@chr1sa
@dswinder
@philshapiro
@jessysnouwaert
@pyramidfire
@davidjshipley

Top Mentioned in G3:
@cziscience
@chanzuckerberg
@czbiohub
@roserventotormo
@sangerinstitute
@ucsf
@abc7kristensze
@uscf
@carrerasijc
@eballestar

Top Mentioned in G4:
@bopinion
@davidjshipley
@karl_vick
@bwilliliou
@the
@theterminal
@autumnidk
@jasong_biology

Top Mentioned in G5:
@sfgate
@katie_roof
@forbes
@nbcbayarea
@mariannefavro
@lacicciasf
@jonmchu
@chr1sa
@hblodget
@businessinsider

Top Mentioned in G6:
@stanlevenson
@donorschoose
@pvargasmath
@krockspage
@lorina89226180
@bluegiving
@helpdonors
@craignewmark
@support_a_teach
@chancetherapper

Top Mentioned in G7:
@qblueskyq
@genflynn
@okabaeri9111
@ttaguchi
@grabaroot
@dreamwalkerwc
@althutch
@bradfitzpatriot
@cylantjustice
@realdonaldtrump

Top Mentioned in G8:
@dbetteracademia
@morimahmoudi
@reneebleau
@suzanne_garrett
@evidencebase_im
@braincures
@marikasboros
@do_kinder
@dgurdasani1
@proftim

Top Mentioned in G9:
@business
@bopinion
@businessinsider

Top Mentioned in G10:
@razorbuckeye
@tractor444
@trumpcanuck
@liltilgerlil
@americanon57
@truthserum4all
@reddragonfly19
@45harisonharold
@redpilledisback

Top Tweeters
Top Tweeters in Entire Graph:
@hrblock_21
@collectibulldog
@backstorymom1
@legallybae
@talkintou
@karlos_240
@may_roma
@davidpapp
@habbradley
@businessinsider

Top Tweeters in G1:
@davidpapp
@analyticaglobal
@libertatea
@mercnews
@marcosarellano
@drudgefeed
@digitalwater888
@angsuman
@gabbyisactive
@feed_stocks

Top Tweeters in G2:
@businessinsider
@mjgarciakcmo
@agungwidrajat
@michaelmiguelce
@mrpshropshire
@juliettetorrez
@fbonacci
@razroad
@tammyinmt406
@khizzak

Top Tweeters in G3:
@hdmcardenadenis
@abc7newsbayarea
@ayirpelle
@cbsthismorning
@lynnea58
@chrisgolden
@abc7kristensze
@lteytelman
@khoney
@john_bailey

Top Tweeters in G4:
@legallybae
@fleming77
@varun18vijay
@caffreyej
@clwtrbkatty
@dominiccampbell
@bopinion
@magaji_1
@_imericsistable
@nonstandardrep

Top Tweeters in G5:
@kimvie
@tiniskwerl
@iggy
@nbcbayarea
@thefiretracker2
@forbes
@rocobasilisk
@jonesls
@sfgate
@eric_young_1

Top Tweeters in G6:
@iamdrwill
@nplace1
@lowellroemer
@craignewmark
@elizawallace27
@towngirl772
@iloveartbot
@manningtheship
@ihadztotweet
@chancetherapper

Top Tweeters in G7:
@freenaynow
@lionelmedia
@ma_liky_
@smileygurl56
@thomas1774paine
@grabaroot
@livid2point0
@truthforhim1224
@hbronnenberg2
@loriann27644037

Top Tweeters in G8:
@mbalter
@hrw
@schneiderleonid
@proftimnoakes
@reddit
@seis_matters
@marikasboros
@un_women
@jeremyfarrar
@change

Top Tweeters in G9:
@business
@dokscho
@ana_captures
@amecolmenares
@el_smull
@akazo
@dlvlk
@alicewonder113
@muswellhillspur
@mbrmark

Top Tweeters in G10:
@bppope
@bbl58
@lynnielee5
@robin_ked
@reddragonfly19
@liltilgerlil
@christinepolon1
@mbees39
@ameliag37028892
@hollylandes