Chan Zuckerberg, Twitter, 3/15/2023 3:16:54 PM, 291267


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Chan Zuckerberg_2023-03-15_08-05-21.xlsx
Chan Zuckerberg_2023-03-15_08-05-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 15, 2023
Short Description:
Chan Zuckerberg via NodeXL https://bit.ly/42gqemk
@prolotario1
@chanzuckerberg
@forbes
@homefiresmaga
@lulubartholomew
@jimmyroybloom
@elonmusk
@jules31415
@mogandane
@realstewpeters

Top hashtags:
#exclusive
#chicago
#topgivers
#bayarea
#wfh
#markzuckerberg
#dep

Description:
Description
The graph represents a network of 4,979 Twitter users whose recent tweets contained "Chan Zuckerberg", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/14/2023 5:00:36 PM. The network was obtained from Twitter on Wednesday, 15 March 2023 at 15:09 UTC.

The tweets in the network were tweeted over the 4481-day, 16-hour, 7-minute period from Monday, 06 December 2010 at 05:32 UTC to Tuesday, 14 March 2023 at 21:39 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 4979
Unique Edges : 2817
Edges With Duplicates : 9054
Total Edges : 11871
Number of Edge Types : 9
Retweet : 3485
MentionsInRetweet : 4629
Replies to : 522
MentionsInReplyTo : 1500
Tweet : 1017
Mentions : 566
Quote : 64
MentionsInQuote : 37
MentionsInQuoteReply : 51
Self-Loops : 1338
Reciprocated Vertex Pair Ratio : 0.0196178778573866
Reciprocated Edge Ratio : 0.0384808432323908
Connected Components : 720
Single-Vertex Connected Components : 459
Maximum Vertices in a Connected Component : 3512
Maximum Edges in a Connected Component : 9348
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.751653
Graph Density : 0.000241149428644905
Modularity : 0.503999
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,979 Twitter users whose recent tweets contained "Chan Zuckerberg", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/14/2023 5:00:36 PM. The network was obtained from Twitter on Wednesday, 15 March 2023 at 15:09 UTC.

The tweets in the network were tweeted over the 4481-day, 16-hour, 7-minute period from Monday, 06 December 2010 at 05:32 UTC to Tuesday, 14 March 2023 at 21:39 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[132] https://twitter.com/Alinewagahaman1/status/1597839184382885888/photo/1
[84] https://www.upworthy.com/chan-zuckerberg-initiative-2022-report
[53] https://publicintelligence.net/bilderberg
[38] https://www.chicagobusiness.com/technology/chan-zuckerberg-initiative-biotech-research-hub
[36] https://twitter.com/sethbamy/status/1631565368639512576/photo/1
[35] https://www.forbes.com/sites/forbeswealthteam/2023/01/23/americas-top-givers-2023-the-25-most-philanthropic-billionaires/?sh=4d1501912e9e&utm_campaign=socialflowForbesMainTwitter&utm_medium=social&utm_source=ForbesMainTwitter
[33] https://www.forbes.com/sites/kerryadolan/2023/03/02/exclusive-mark-zuckerberg-and-priscilla-chan-on-their-new-biohub-in-chicago-and-how-they-plan-to-spend-billions-to-help-others-cure-or-manage-disease/?utm_medium=social&utm_campaign=socialflowForbesMainTwitter&utm_source=ForbesMainTwitter
[27] https://www.ndtv.com/feature/mark-zuckerberg-shares-photo-with-pregnant-wife-priscilla-chan-sends-new-year-wishes-3654950
[25] https://www.dailymail.co.uk/news/article-11595919/Mark-Zuckerberg-prepares-welcome-child-Priscilla-Chan.html?ito=social-twitter_mailonline
[23] http://WhatGoodCan.net

Top URLs in Tweet in G1:
[3] https://twitter.com/Prolotario1/status/1634239331333226514
[2] https://twitter.com/HZlatko/status/1634637942021824515/photo/1
[1] https://twitter.com/Prolotario1/status/1634239331333226514/photo/1
[1] https://twitter.com/Prolotario1/status/1634239992783355915/photo/1
[1] https://twitter.com/Prolotario1/status/1634236983030497292/photo/1
[1] https://twitter.com/Prolotario1/status/1634239331333226514?t=DPnuUkf_Fe-3Ivq6gufhQA&s=19
[1] https://twitter.com/ICanSee534/status/1634512791875776513
[1] https://twitter.com/Prolotario1/status/1634236983030497292

Top URLs in Tweet in G2:
[15] https://www.ndtv.com/feature/mark-zuckerberg-shares-photo-with-pregnant-wife-priscilla-chan-sends-new-year-wishes-3654950
[13] https://www.forbes.com/sites/kerryadolan/2023/03/02/exclusive-mark-zuckerberg-and-priscilla-chan-on-their-new-biohub-in-chicago-and-how-they-plan-to-spend-billions-to-help-others-cure-or-manage-disease/?utm_medium=social&utm_campaign=socialflowForbesMainTwitter&utm_source=ForbesMainTwitter
[9] https://chicago.suntimes.com/2023/3/2/23622311/chan-zuckerberg-biohub-chicago-research-lab-facebook
[9] https://www.chicagobusiness.com/technology/chan-zuckerberg-initiative-biotech-research-hub
[9] https://www.forbes.com/sites/forbeswealthteam/2023/01/23/americas-top-givers-2023-the-25-most-philanthropic-billionaires/?sh=4d1501912e9e&utm_campaign=socialflowForbesMainTwitter&utm_medium=social&utm_source=ForbesMainTwitter
[6] https://www.fiercebiotech.com/medtech/czi-chicago-chan-zuckerberg-initiative-sets-first-location-1b-biohub-expansion
[6] https://www.businessinsider.com/facebook-mark-zuckerberg-net-worth-priscilla-chan?utm_source=dlvr.it&utm_medium=twitter
[5] https://www.forbes.com/sites/michaelhorn/2022/11/10/chan-zuckerberg-initiatives-head-of-education-on-supporting-student-educator-wellbeing/
[5] https://twinybots.ch/
[5] https://www.forbes.com/sites/kerryadolan/2023/03/02/exclusive-mark-zuckerberg-and-priscilla-chan-on-their-new-biohub-in-chicago-and-how-they-plan-to-spend-billions-to-help-others-cure-or-manage-disease/

Top URLs in Tweet in G3:
[78] https://www.upworthy.com/chan-zuckerberg-initiative-2022-report
[10] https://www.chicagobusiness.com/technology/chan-zuckerberg-initiative-biotech-research-hub
[5] https://www.presidiotheatre.org/event/chan-zuckerberg-no-ordinary-campaign/
[5] https://www.libd.org/libd-receives-1m-from-chan-zuckerberg-initiative-to-foster-diversity-in-neuroscience/
[4] https://twitter.com/999Skutn/status/1609474781187051521/photo/1
[3] https://chanzuckerberg.com/about/annual-letter/year-2022/?utm_source=social&utm_medium=referral&utm_campaign=annual-letter-2022
[3] https://www.forbes.com/sites/kerryadolan/2023/03/02/exclusive-mark-zuckerberg-and-priscilla-chan-on-their-new-biohub-in-chicago-and-how-they-plan-to-spend-billions-to-help-others-cure-or-manage-disease/?sh=77179c8fd897
[3] https://www.presidiotheatre.org/event/chan-zuckerberg-no-ordinary-campaign/?pid=5293
[3] https://elifesciences.org/for-the-press/35695590/prereview-and-elife-welcome-chan-zuckerberg-initiative-s-support-to-boost-community-engagement-in-public-preprint-review
[2] https://www.chicagobusiness.com/technology/how-chicago-won-chan-zuckerberg-biotech-research-lab

Top URLs in Tweet in G4:
[26] https://www.forbes.com/sites/forbeswealthteam/2023/01/23/americas-top-givers-2023-the-25-most-philanthropic-billionaires/?sh=4d1501912e9e&utm_campaign=socialflowForbesMainTwitter&utm_medium=social&utm_source=ForbesMainTwitter
[20] https://www.forbes.com/sites/kerryadolan/2023/03/02/exclusive-mark-zuckerberg-and-priscilla-chan-on-their-new-biohub-in-chicago-and-how-they-plan-to-spend-billions-to-help-others-cure-or-manage-disease/?utm_medium=social&utm_campaign=socialflowForbesMainTwitter&utm_source=ForbesMainTwitter
[6] https://www.forbes.com/sites/kerryadolan/2023/03/02/exclusive-mark-zuckerberg-and-priscilla-chan-on-their-new-biohub-in-chicago-and-how-they-plan-to-spend-billions-to-help-others-cure-or-manage-disease/
[3] https://www.forbes.com/sites/laurasmythe/2023/03/03/forbes-daily-russias-cash-dilemma/?utm_source=ForbesMainTwitter&utm_campaign=socialflowForbesMainTwitter&utm_medium=social
[3] https://www.forbes.com/sites/kerryadolan/2023/03/02/exclusive-mark-zuckerberg-and-priscilla-chan-on-their-new-biohub-in-chicago-and-how-they-plan-to-spend-billions-to-help-others-cure-or-manage-disease/?utm_source=TWITTER&utm_medium=social&utm_campaign=forbes
[3] https://www.forbes.com/sites/laurasmythe/2023/03/03/forbes-daily-russias-cash-dilemma/?utm_campaign=socialflowForbesMainTwitter&utm_source=ForbesMainTwitter&utm_medium=social
[2] https://www.forbes.com/sites/kerryadolan/2023/03/02/exclusive-mark-zuckerberg-and-priscilla-chan-on-their-new-biohub-in-chicago-and-how-they-plan-to-spend-billions-to-help-others-cure-or-manage-disease/?sh=548403ced897&utm_campaign=socialflowForbesMainTwitter&utm_medium=social&utm_source=ForbesMainTwitter
[2] https://www.forbes.com/sites/michaelhorn/2022/11/10/chan-zuckerberg-initiatives-head-of-education-on-supporting-student-educator-wellbeing/
[1] https://twitter.com/Forbes/status/1631781505830617090/photo/1
[1] https://twitter.com/Forbes/status/1617681103766097921/photo/1

Top URLs in Tweet in G5:
[1] https://twitter.com/realstewpeters/status/1630658998960529423/photo/1

Top URLs in Tweet in G6:
[1] https://www.msn.com/en-us/news/politics/zuckerberg-bankrolled-soros-backed-group-that-may-have-illegally-failed-to-disclose-lobbying/ar-AA13HQCx?ocid=msedgntp&cvid=aed683404a17481db8bd615b70d2da5b
[1] https://twitter.com/SandraSentinel/status/1588558118681980928/photo/1

Top URLs in Tweet in G7:
[9] https://echojobs.io/job/chan-zuckerberg-initiative-senior-software-engineer-single-cell-science-ma6q0?ref=twitter&utm_source=twitter
[5] https://echojobs.io/job/chan-zuckerberg-initiative-staff-data-engineer-education-ypofj?ref=twitter&utm_source=twitter
[4] https://www.mountsinai.org/about/newsroom/2022/mount-sinai-scientists-awarded-grant-from-chan-zuckerberg-initiative-to-advance-understanding-and-therapeutics-for-rare-blood-vessel-disease?_ga=2.164341631.1909471425.1669824545-944161419.1632412802
[4] https://today.ucsd.edu/story/uc-san-diego-faculty-receive-new-edi-award-from-chan-zuckerberg-initiative
[4] https://ukdri.ac.uk/news-and-events/three-uk-dri-researchers-awarded-major-chan-zuckerberg-initiative-funding-for-collaborative-projects
[4] https://echojobs.io/job/chan-zuckerberg-initiative-staff-software-engineer-education-yu6zf?ref=twitter&utm_source=twitter
[3] https://www.forbes.com/sites/kerryadolan/2023/03/02/exclusive-mark-zuckerberg-and-priscilla-chan-on-their-new-biohub-in-chicago-and-how-they-plan-to-spend-billions-to-help-others-cure-or-manage-disease/?sh=77179c8fd897
[3] https://www.czbiohub.org/news/new-chan-zuckerberg-biohub-chicago-will-engineer-technologies-to-measure-human-biology/
[3] https://twitter.com/ucsdbiosciences/status/1590806290858905602/photo/1
[3] https://echojobs.io/job/chan-zuckerberg-initiative-staff-software-engineer-core-infrastructure-5c71x?ref=twitter&utm_source=twitter

Top URLs in Tweet in G8:
[10] https://www.cbsnews.com/chicago/video/250-million-chan-zuckerberg-biohub-will-gather-top-chicago-researchers/
[5] https://www.fiercebiotech.com/medtech/czi-chicago-chan-zuckerberg-initiative-sets-first-location-1b-biohub-expansion
[4] https://news.northwestern.edu/stories/2023/03/northwestern-to-co-lead-new-chan-zuckerberg-biohub-chicago
[4] https://www.youtube.com/watch?v=LhQOn9IOmeE&feature=youtu.be

[4] https://www.chicagobusiness.com/technology/chan-zuckerberg-initiative-biotech-research-hub
[4] https://news.uchicago.edu/story/uchicago-partner-new-chan-zuckerberg-initiative-biomedical-research-hub
[4] https://twitter.com/WorldBizChicago/status/1631415831639871488/photo/1
[4] https://www.forbesuruguay.com/millonarios/exclusivo-mark-zuckerberg-priscilla-chan-hablan-cuentan-como-planean-gastar-miles-millones-curar-enfermedades-n30251
[3] https://www.businesstoday.in/visualstories/trending/mark-zuckerberg-priscilla-chan-from-harvard-students-to-power-couple-16818-02-01-2023
[3] https://www.forbes.com/sites/kerryadolan/2023/03/02/exclusive-mark-zuckerberg-and-priscilla-chan-on-their-new-biohub-in-chicago-and-how-they-plan-to-spend-billions-to-help-others-cure-or-manage-disease/

Top URLs in Tweet in G9:
[2] https://www.reuters.com/article/ctech-us-usa-election-zuckerberg-chan-idCAKBN26Y22Z-OCATC
[2] https://twitter.com/TaraBull808/status/1591885176300535808/photo/1
[1] https://www.medrxiv.org/content/10.1101/2021.09.10.21263385v2
[1] https://chanzuckerberg.com/newsroom/czi-announces-david-plouffe-to-lead-policy-and-advocacy-work/
[1] https://twitter.com/TalkMullins/status/1634591208327487506/photo/1
[1] https://twitter.com/JackPosobiec/status/1629554687878758400/video/1
[1] https://chanzuckerberg.com/covid-19/partners/
[1] https://alexberenson.substack.com/p/urgent-two-new-studies-show-mrna?r=2seug&utm_campaign=post&utm_medium=web
[1] https://www.businessinsider.com/facebook-mark-zuckerberg-net-worth-priscilla-chan?utmSource=twitter&utmContent=referral&utmTerm=topbar&referrer=twitter
[1] https://www.businessinsider.com/mark-zuckerberg-hospital-priscilla-chan-san-francisco-general-officials-condemn-2020-12

Top URLs in Tweet in G10:
[53] https://publicintelligence.net/bilderberg
[9] http://www.skullandbones.org/
[4] http://Scottishrite.org
[3] https://twitter.com/g20org/status/1590295953202089985/photo/1
[3] https://twitter.com/g20org/status/1589498905494179840/photo/1
[3] https://cfr.org/
[3] https://newyork.fbi.gov/
[2] https://twitter.com/choquei/status/1600471780992626688/photo/1
[2] http://scottishrite.org
[2] https://uscnjpha.org/

Top Domains
Top Domains in Tweet in Entire Graph:
[777] twitter.com
[149] forbes.com
[84] upworthy.com
[53] publicintelligence.net
[52] chicagobusiness.com
[49] co.uk
[32] chanzuckerberg.com
[27] ndtv.com
[27] youtube.com
[26] mansionglobal.com

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

Top Domains in Tweet in G2:
[110] twitter.com
[45] forbes.com
[15] ndtv.com
[12] chicagobusiness.com
[11] google.com
[11] chanzuckerberg.com
[9] suntimes.com
[9] businessinsider.com
[7] bisnow.com
[7] mansionglobal.com

Top Domains in Tweet in G3:
[78] upworthy.com
[46] twitter.com
[12] chicagobusiness.com
[10] presidiotheatre.org
[9] forbes.com
[8] startup.jobs
[7] chanzuckerberg.com
[5] libd.org
[4] elifesciences.org
[4] linkedin.com

Top Domains in Tweet in G4:
[67] forbes.com
[37] twitter.com
[1] libd.org
[1] spectrumnews.org
[1] co.uk

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

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

Top Domains in Tweet in G7:
[27] twitter.com
[21] echojobs.io
[5] mountsinai.org
[5] ucsd.edu
[5] ac.uk
[4] forbes.com
[3] chanzuckerberg.com
[3] czbiohub.org
[3] uni-tuebingen.de
[2] tu-dresden.de

Top Domains in Tweet in G8:
[28] twitter.com
[11] cbsnews.com
[10] northwestern.edu
[10] google.com
[8] philanthropynewsdigest.org
[7] uchicago.edu
[7] youtu.be
[7] youtube.com
[6] forbes.com
[5] fiercebiotech.com

Top Domains in Tweet in G9:
[10] twitter.com
[2] chanzuckerberg.com
[2] businessinsider.com
[2] reuters.com
[2] google.com
[1] medrxiv.org
[1] substack.com
[1] trib.al
[1] qz.com
[1] oann.com

Top Domains in Tweet in G10:
[53] publicintelligence.net
[40] twitter.com
[9] skullandbones.org
[6] scottishrite.org
[3] cfr.org
[3] fbi.gov
[2] uscnjpha.org
[2] afghanistanworldfoundation.org
[2] ourlodgepage.com
[2] fop.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[126] exclusive
[42] chicago
[35] topgivers
[34] bayarea
[33] wfh
[29] markzuckerberg
[29] dep
[26] python
[25] remote
[23] tech



Top Hashtags in Tweet in G2:
[29] dep
[16] markzuckerberg
[14] remotework
[11] biotech
[9] topgivers
[8] priscillachan
[8] facebook
[8] exclusive
[8] remotejobs
[8] wfh

Top Hashtags in Tweet in G3:
[30] bayarea
[8] students
[8] mentor
[7] biotech
[5] rareasone
[4] czbiohubchi
[4] noordinarycampaign
[4] philanthropy
[3] diversityneuroscience
[3] phd

Top Hashtags in Tweet in G4:
[114] exclusive
[26] topgivers
[2] philanthropy
[1] markzuckerberg
[1] science
[1] chicago
[1] charity
[1] makingadifference

Top Hashtags in Tweet in G7:
[25] wfh
[25] remote
[24] python
[22] tech
[21] softwareengineer
[21] jobs
[14] react
[13] typescript
[13] reactjs
[9] terraform

Top Hashtags in Tweet in G8:
[18] chicago
[16] illinois
[10] czbiohubchi
[6] science
[6] czbiohubchicago
[6] northwestern
[6] markzuckerberg
[4] philanthropy
[4] tecnología
[4] filantropia

Top Hashtags in Tweet in G9:
[2] twitterfiles3
[2] reuters
[2] disinformation
[2] paulryan
[2] exposetheroot
[1] facebook
[1] meta
[1] wisconsin
[1] trumpwasrightabouteverything
[1] corruptdocs

Top Hashtags in Tweet in G10:
[4] cop27
[2] g20indonesia
[1] freemason
[1] türk
[1] freedomformisirgasimli
[1] misirqasımlıyaazadlıq
[1] misirkasimliyaözgürlük
[1] mannkibaat
[1] survey
[1] abudhabipolice

Top Words
Top Words in Tweet in Entire Graph:
[4242] zuckerberg
[3998] chan
[2437] mark
[2255] priscilla
[1695] wife
[1554] guess
[951] initiative
[832] club
[807] twitter
[782] cannibal

Top Words in Tweet in G1:
[1513] guess
[763] chan
[762] club
[762] priscilla
[761] zuckerberg
[760] mark
[759] twitter
[758] cannibal
[758] wife
[757] owns

Top Words in Tweet in G2:
[538] zuckerberg
[502] chan
[230] priscilla
[227] mark
[175] initiative
[124] wife
[92] chicago
[63] facebook
[62] research
[60] biohub

Top Words in Tweet in G3:
[215] chanzuckerberg
[103] screening
[95] ordinary
[94] zuckerberg
[90] chan
[87] community
[84] center
[83] biggest
[81] builders
[78] today's

Top Words in Tweet in G4:
[439] chan
[438] zuckerberg
[436] forbes
[427] priscilla
[426] mark
[239] wife
[206] billions
[205] facebook
[205] dollars
[205] given

Top Words in Tweet in G5:
[185] chan
[185] zuckerberg
[183] wife
[183] priscilla
[183] mark
[180] realstewpeters
[179] given
[179] several
[179] totalling
[179] schlapp

Top Words in Tweet in G6:
[183] zuckerberg
[181] socialist
[181] billionaire
[181] bankrolled
[181] made
[181] destroying
[181] activists
[181] americans
[181] soros
[181] group

Top Words in Tweet in G7:
[166] zuckerberg
[166] chan
[111] initiative
[81] imaging
[65] cziscience
[63] hiring
[40] grant
[40] institute
[39] help
[39] build

Top Words in Tweet in G8:
[175] zuckerberg
[172] chan
[129] chicago
[97] uofillinois
[94] northwesternu
[88] biohub
[76] uchicago
[67] university
[59] initiative
[58] mark

Top Words in Tweet in G9:
[76] zuckerberg
[56] chan
[38] elonmusk
[26] jules31415
[22] foundation
[21] million
[19] priscilla
[19] center
[18] alx
[17] wife

Top Words in Tweet in G10:
[68] zuckerberg
[62] chan
[49] initiative
[43] perseus
[36] 51
[34] eo
[34] 0163715
[34] llc
[29] 23
[28] 01

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2277] mark,zuckerberg
[2176] priscilla,chan
[1545] wife,priscilla
[1535] zuckerberg,wife
[1492] chan,zuckerberg
[887] zuckerberg,initiative
[782] cannibal,club
[776] owns,cannibal
[775] club,mark
[775] guess,uploaded

Top Word Pairs in Tweet in G1:
[762] priscilla,chan
[760] mark,zuckerberg
[758] cannibal,club
[757] zuckerberg,wife
[757] wife,priscilla
[757] owns,cannibal
[756] chan,guess
[756] guess,owns
[756] guess,uploaded
[756] club,mark

Top Word Pairs in Tweet in G2:
[242] chan,zuckerberg
[222] priscilla,chan
[218] mark,zuckerberg
[169] zuckerberg,initiative
[93] wife,priscilla
[71] zuckerberg,wife
[70] zuckerberg,priscilla
[31] zuckerberg,shares
[30] pregnant,wife
[29] billion,#dep

Top Word Pairs in Tweet in G3:
[81] community,builders
[78] biggest,issues
[78] builders,center
[78] center,chanzuckerberg
[78] chanzuckerberg,solving
[78] solving,today's
[78] today's,biggest
[77] issues,#s
[77] upworthy,community
[69] screening,ordinary

Top Word Pairs in Tweet in G4:
[427] priscilla,chan
[426] mark,zuckerberg
[239] zuckerberg,wife
[216] wife,priscilla
[205] billions,dollars
[204] facebook,meta
[204] many,billions
[204] chan,given
[204] away,charity
[204] meta,ceo

Top Word Pairs in Tweet in G5:
[183] zuckerberg,wife
[183] priscilla,chan
[183] wife,priscilla
[183] mark,zuckerberg
[179] chan,given
[179] several,grants
[179] grants,totalling
[179] millions,dollars
[179] totalling,millions
[179] given,several

Top Word Pairs in Tweet in G6:
[181] zuckerberg,bankrolled
[181] america,made
[181] americans,zuckerberg
[181] socialist,activists
[181] made,americans
[181] activists,destroying
[181] billionaire,socialist
[181] bankrolled,soros
[181] destroying,america
[181] soros,group

Top Word Pairs in Tweet in G7:
[165] chan,zuckerberg
[107] zuckerberg,initiative
[40] zuckerberg,imaging
[40] imaging,institute
[35] stephani_otte,hiring
[35] grant,chan
[34] help,build
[34] institute,help
[34] join,chan
[34] build,imaging

Top Word Pairs in Tweet in G8:
[118] chan,zuckerberg
[60] zuckerberg,biohub
[54] priscilla,chan
[52] mark,zuckerberg
[49] northwesternu,uofillinois
[48] university,chicago
[40] zuckerberg,initiative
[39] biomedical,research
[39] research,hub
[33] biohub,chicago

Top Word Pairs in Tweet in G9:
[23] chan,zuckerberg
[19] priscilla,chan
[17] wife,priscilla
[17] zuckerberg,wife
[14] jules31415,alx
[13] elonmusk,jules31415
[13] work,chan
[13] lead,policy
[13] hire,lead
[13] policy,advocacy

Top Word Pairs in Tweet in G10:
[62] chan,zuckerberg
[49] zuckerberg,initiative
[34] 51,0163715
[33] perseus,llc
[30] llc,51
[28] 23,01
[25] american,friends
[25] gwb's,eo
[24] friends,bilderberg
[23] initiative,american

Top Replied-To
Top Replied-To in Entire Graph:
@chanzuckerberg
@elonmusk
@tomfitton
@foxnews
@whitehouse
@marlingaformi10
@drtomfrieden
@zelenskyyua
@jenn_mcw
@moderaterepand1

Top Replied-To in G1:
@prolotario1

Top Replied-To in G3:
@chanzuckerberg
@edu_post
@napaaqtuk
@betenoire1

Top Replied-To in G4:
@freychristopher
@forbes

Top Replied-To in G5:
@realstewpeters

Top Replied-To in G8:
@czbiohub

Top Replied-To in G9:
@elonmusk
@tomfitton
@jules31415
@duffbx
@tereza__d
@majesticbadger2
@kristen25017401
@toni_pmmh
@realdarkelation
@langmanvince

Top Replied-To in G10:
@marlingaformi10
@whitehouse
@zelenskyyua
@andrzejduda
@glofmichigan
@govwhitmer
@pontifex
@choquei
@sternenko
@bima82001206

Top Mentioned
Top Mentioned in Entire Graph:
@prolotario1
@forbes
@chanzuckerberg
@sandrasentinel
@realstewpeters
@uofillinois
@northwesternu
@benswann_
@uchicago
@upworthy

Top Mentioned in G1:
@prolotario1
@micheben

Top Mentioned in G2:
@banned4lifesub
@coopmike48
@globalcaribbean
@lane91s
@bphnetwork
@girlgeekx
@swsunshine13

Top Mentioned in G3:
@chanzuckerberg
@upworthy
@bsw5020
@noc_film
@jeff_macgregor
@elife
@prereview_
@teddyschleifer
@scietyhq

Top Mentioned in G4:
@forbes
@apexworldnews
@lcs_smythe
@fxcm_markets
@sanliu
@johnlflavin
@kerrydolan
@_heartofgrace_
@geopolitics_emp
@edfunders

Top Mentioned in G5:
@realstewpeters
@prolotario1

Top Mentioned in G6:
@sandrasentinel
@prolotario1

Top Mentioned in G7:
@cziscience
@stephani_otte
@scientific_py
@poldresden
@haesleinhuepf
@neubias_cost
@icahnmountsinai
@soyonhonglab
@fannyelahi
@ucsdbiosciences

Top Mentioned in G8:
@uofillinois
@northwesternu
@uchicago
@shanaokelley
@czbiohub
@chanzuckerberg
@researchnu
@forbes
@uchicagopme

Top Mentioned in G9:
@elonmusk
@jules31415
@alx
@talkmullins
@reuters
@isaycaruthers
@diedsuddenly_
@huskyjayhawk
@matthewgunnin
@alexberenson

Top Mentioned in G10:
@cia
@cfr_org
@g20org
@agenda2030wef
@zelenskyyua
@rishisunak
@wef
@potus
@glfop
@cop27p

Top Tweeters
Top Tweeters in Entire Graph:
@wywvwyw
@jornalistavitor
@filafresh
@chidambara09
@jurylady5
@falconhamada_90
@cityreport
@lizditz
@httweets
@sonialavera

Top Tweeters in G1:
@riki26287444
@wavetossed
@sheelaghg
@puravapakash
@annika1021
@ddavisonnc
@cbprincess5
@susanbe36094276
@mollygalt
@terolamerula

Top Tweeters in G2:
@wywvwyw
@cityreport
@httweets
@frontendla
@prpnews
@coopmike48
@stigmabasen
@thedextazlab
@stckpro
@dna

Top Tweeters in G3:
@cblazblaz
@squirrel1110
@tigerbeat
@kw1979
@teetweetshere
@boovay7
@fullnam35087976
@missourigirl62
@osmotheque78000
@2dogknight

Top Tweeters in G4:
@jornalistavitor
@filafresh
@jurylady5
@kimvie
@njdoc
@funnagan
@breizh2008
@7thclouds
@haolethai
@yazdjbilimoria

Top Tweeters in G5:
@porridgeisgood
@gesanda
@losemarrp
@patriotpromise2
@pray_4truth
@tutitabuena8
@drhrose
@castlewalls2
@colinjarrett587
@nscrgrl20

Top Tweeters in G6:
@riwired
@donnyharris1956
@brenner_colleen
@seldengadawgs
@jver2me
@toscaausten
@elizabehsotner
@daweave
@dadnme88
@rrnicholas22

Top Tweeters in G7:
@jobsviatweet
@hiringcare
@ayirpelle
@drferdowsi
@needhibhalla
@neuromusic
@echojobs_io
@olu_gh
@in_ankitsingla
@jobs3j

Top Tweeters in G8:
@vonrosenchild
@jimmyroybloom
@nahidalaei
@spanishcountry
@chicagotribune
@teamalive9556
@verge
@nanniquilts
@pndblog
@exetersportsguy

Top Tweeters in G9:
@reuters
@businessinsider
@zerohedge
@bookersparticus
@jaasak
@5citiesv
@connagold
@bellaella7
@_radicalreality
@jules31415

Top Tweeters in G10:
@cnnturk
@ukrinform
@bbcturkce
@theatlantic
@local4news
@infopresidencia
@wwj950
@johncardillo
@petrogustavo
@crimeinthed