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Chan Zuckerberg_2021-09-15_08-00-01.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
September 15, 2021
Short Description:
Chan Zuckerberg via NodeXL https://bit.ly/3nAixp3
@jsaholmes
@cziscience
@chanzuckerberg
@opensource_orgs
@melissawm
@embl
@ocean_genomics
@siliconcanals
@paveltomancak
@sciencebot8

Top hashtags:
#opensourcescientificsoftware
#olhardigital
#opensource
#caleg

Description:
Description
The graph represents a network of 328 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, 15 September 2021 at 15:00 UTC.

The requested start date was Wednesday, 15 September 2021 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, 20-hour, 32-minute period from Wednesday, 01 September 2021 at 00:13 UTC to Tuesday, 14 September 2021 at 20:45 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 : 328
Unique Edges : 219
Edges With Duplicates : 245
Total Edges : 464
Number of Edge Types : 5
Replies to : 33
Mentions : 120
Tweet : 68
Retweet : 100
MentionsInRetweet : 143
Self-Loops : 71
Reciprocated Vertex Pair Ratio : 0.0144404332129964
Reciprocated Edge Ratio : 0.0284697508896797
Connected Components : 86
Single-Vertex Connected Components : 33
Maximum Vertices in a Connected Component : 51
Maximum Edges in a Connected Component : 109
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.291143
Graph Density : 0.00261990005221153
Modularity : 0.618103
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 328 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, 15 September 2021 at 15:00 UTC.

The requested start date was Wednesday, 15 September 2021 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, 20-hour, 32-minute period from Wednesday, 01 September 2021 at 00:13 UTC to Tuesday, 14 September 2021 at 20:45 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:
[11] https://www.businessinsider.com/facebook-mark-zuckerberg-net-worth-priscilla-chan-2017-10
[5] https://oceangenomics.com/2021/09/01/ocean-genomics-awarded-grant-for-new-internship-program-from-the-chan-zuckerberg-initiative/
[3] https://chanzuckerberg.com/newsroom/czi-awards-16-million-for-foundational-open-source-software-tools-essential-to-biomedicine/
[2] https://dailycaller.com/2021/09/13/facebook-elite-accounts-mark-zuckerberg/
[2] https://www.wired.com/2016/09/zuckerberg-chan-promise-3-billion-curing-disease/
[2] https://www.netcost-security.fr/science/43521/un-projet-bresilien-de-cartographie-du-cerveau-remporte-une-subvention-de-linitiative-chan-zuckerberg/amp/
[2] https://startup.jobs/senior-product-marketing-manager-along-edtech-chan-zuckerberg-initiative-2416356
[2] https://www.cshl.edu/chan-zuckerberg-initiative-awards-2-million-to-medrxiv/
[2] https://siliconcanals.com/news/startups/seqera-labs-raises-4-6m-including-a-grant-from-chan-zuckerberg-initiative/
[2] https://www.cbsnews.com/news/coronavirus-facebook-mark-zuckerberg-partner-bill-gates-25m-treatment-chan-initiative/?ftag=CNM-00-10aab7e&linkId=85211571

Top URLs in Tweet in G2:
[11] https://www.businessinsider.com/facebook-mark-zuckerberg-net-worth-priscilla-chan-2017-10
[2] https://www.netcost-security.fr/science/43521/un-projet-bresilien-de-cartographie-du-cerveau-remporte-une-subvention-de-linitiative-chan-zuckerberg/amp/
[1] https://www.juliabloggers.com/sciml-receives-chan-zuckerberg-institute-funding-spatial-ssas-identifiability-and-compile-times/
[1] https://www.insidephilanthropy.com/home/2021/9/1/chan-zuckerberg-and-a-leading-news-site-partner-to-diversify-health-and-science-journalism
[1] https://www.aerzteblatt.de/nachrichten/126932/Initiative-foerdert-Aufbau-eines-Atlas-von-Kinderherzzellen?utm_source=dlvr.it&utm_medium=twitter
[1] https://abc7news.com/mark-zuckerberg-donation-election-facebook-priscilla-chan/7001578/
[1] https://twitter.com/AedinCulhane/status/1433801691380412419
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fmendaro.gregory%2Fposts%2F10219560016292685
[1] https://siliconcanals.com/news/startups/seqera-labs-raises-4-6m-including-a-grant-from-chan-zuckerberg-initiative/
[1] https://www.livemint.com/market/ipo/byjus-to-accelerate-ipo-plans-as-india-tech-booms-11631150349943.html

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1432800206706315268

Top URLs in Tweet in G4:
[2] https://www.ceitec.eu/chan-zuckerberg-initiative-supports-development-of-software-for-bioimage-analysis/t10772
[1] https://www.embl.org/news/lab-matters/chan-zuckerberg-initiative-recognises-embl-scientists/#kreshuk
[1] https://twitter.com/cziscience/status/1432739799333367809
[1] https://twitter.com/i/web/status/1433395351055130624
[1] https://www.sanger.ac.uk/news_item/sanger-scientists-receive-chan-zuckerberg-initiative-grants-to-study-childhood-diseases/

Top URLs in Tweet in G5:
[2] https://startup.jobs/senior-product-marketing-manager-along-edtech-chan-zuckerberg-initiative-2416356
[1] https://agencia.fapesp.br/instituto-brasileiro-de-neurociencia-e-neurotecnologia-recebe-financiamento-da-chan-zuckerberg-initiative/36790/#.YTx4ZDw0dX0.twitter
[1] https://agencia.fapesp.br/instituto-brasileiro-de-neurociencia-e-neurotecnologia-recebe-financiamento-da-chan-zuckerberg-initiative/36790/
[1] https://agencia.fapesp.br/instituto-brasileiro-de-neurociencia-e-neurotecnologia-recebe-financiamento-da-chan-zuckerberg-initiative/36790/#.YToGyLzbTD8.twittering
[1] https://philanthropynewsdigest.org/news/chan-zuckerberg-initiative-awards-16-million-for-open-source-software
[1] https://siliconcanals.com/news/startups/seqera-labs-raises-4-6m-including-a-grant-from-chan-zuckerberg-initiative/
[1] https://www.medsci.ox.ac.uk/news/chan-zuckerberg-initiative-awards-funds-to-alison-simmons-and-hashem-koohy-for-paediatric-research
[1] https://www.bcm.edu/news/chan-zuckerberg-initiative-supports-research-in-childhood-diseases

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1437880283399925766

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1437606726472282117

Top Domains
Top Domains in Tweet in Entire Graph:
[19] twitter.com
[11] businessinsider.com
[5] oceangenomics.com
[4] chanzuckerberg.com
[3] fapesp.br
[3] graceperiodnp.com
[3] insidephilanthropy.com
[2] dailycaller.com
[2] wired.com
[2] netcost-security.fr

Top Domains in Tweet in G2:
[11] businessinsider.com
[6] twitter.com
[3] graceperiodnp.com
[2] railsjobhub.com
[2] netcost-security.fr
[1] juliabloggers.com
[1] insidephilanthropy.com
[1] aerzteblatt.de
[1] abc7news.com
[1] facebook.com

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

Top Domains in Tweet in G4:
[2] twitter.com
[2] ceitec.eu
[1] embl.org
[1] ac.uk

Top Domains in Tweet in G5:
[3] fapesp.br
[2] startup.jobs
[1] philanthropynewsdigest.org
[1] siliconcanals.com
[1] ac.uk
[1] bcm.edu

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4] opensourcescientificsoftware
[3] olhardigital
[3] opensource
[2] caleg
[2] facebook
[2] zuckerberg
[2] funding
[1] endofsession
[1] deletefacebook
[1] indiamerchandise



Top Hashtags in Tweet in G2:
[2] zuckerberg
[1] juliabloggers
[1] theatlantic
[1] mediadiversity
[1] byju
[1] markzuckerberg
[1] fthealthcare
[1] indiamerchandise
[1] deletefacebook

Top Hashtags in Tweet in G4:
[4] opensourcescientificsoftware
[1] bigbioimagedata
[1] ceitecscience
[1] imglib2
[1] bdv
[1] bigimagedata
[1] humancellatlas
[1] genomics

Top Hashtags in Tweet in G5:
[3] opensource
[2] funding
[1] startup
[1] news
[1] genes
[1] humaneye
[1] pediatric

Top Words
Top Words in Tweet in Entire Graph:
[151] zuckerberg
[135] chan
[94] initiative
[63] grant
[49] awarded
[40] california
[39] mark
[30] support
[27] happy
[27] embl

Top Words in Tweet in G1:
[2] fredwibblington
[2] andylumm
[2] chrisjohnsonmd
[2] barryjohnreid21
[2] kayvonpaul
[2] thatsnotmine125
[2] alex_on_a14
[2] bebert701
[2] gtabiadon

Top Words in Tweet in G2:
[50] zuckerberg
[37] chan
[23] mark
[23] initiative
[17] facebook
[13] ceo
[11] became
[11] third
[11] person
[11] earth

Top Words in Tweet in G3:
[28] chan
[28] zuckerberg
[28] initiative
[26] melissawm
[24] happy
[24] announce
[24] awarded
[24] grant
[24] support
[24] onboarding

Top Words in Tweet in G4:
[24] grant
[23] embl
[20] cziscience
[13] kreshuk
[12] congratulations
[12] group
[12] leader
[12] anna
[12] being
[12] awarded

Top Words in Tweet in G5:
[11] initiative
[10] chanzuckerberg
[6] instituto
[6] brasileiro
[6] neurociência
[6] neurotecnologia
[6] recebe
[6] financiamento
[5] grant
[4] chan

Top Words in Tweet in G6:
[39] california
[14] donors
[13] key
[13] against
[13] recall
[13] association
[13] realtors
[13] democratic
[13] party
[13] reed

Top Words in Tweet in G7:
[2] spoke

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[106] chan,zuckerberg
[85] zuckerberg,initiative
[37] mark,zuckerberg
[31] awarded,grant
[24] happy,announce
[24] announce,chan
[24] initiative,awarded
[24] grant,support
[24] support,onboarding
[24] onboarding,inclusion

Top Word Pairs in Tweet in G1:
[2] fredwibblington,andylumm
[2] andylumm,chrisjohnsonmd
[2] chrisjohnsonmd,barryjohnreid21
[2] barryjohnreid21,kayvonpaul
[2] kayvonpaul,thatsnotmine125
[2] thatsnotmine125,alex_on_a14
[2] alex_on_a14,bebert701
[2] bebert701,gtabiadon

Top Word Pairs in Tweet in G2:
[27] chan,zuckerberg
[21] zuckerberg,initiative
[21] mark,zuckerberg
[11] zuckerberg,became
[11] became,third
[11] third,person
[11] person,earth
[11] earth,worth
[11] worth,over
[11] over,100

Top Word Pairs in Tweet in G3:
[28] chan,zuckerberg
[28] zuckerberg,initiative
[24] happy,announce
[24] announce,chan
[24] initiative,awarded
[24] awarded,grant
[24] grant,support
[24] support,onboarding
[24] onboarding,inclusion
[23] melissawm,happy

Top Word Pairs in Tweet in G4:
[12] congratulations,embl
[12] embl,group
[12] group,leader
[12] leader,anna
[12] anna,kreshuk
[12] kreshuk,being
[12] being,awarded
[12] awarded,follow
[12] follow,grant
[12] grant,cziscience

Top Word Pairs in Tweet in G5:
[7] chanzuckerberg,initiative
[6] instituto,brasileiro
[6] brasileiro,neurociência
[6] neurociência,neurotecnologia
[6] neurotecnologia,recebe
[6] recebe,financiamento
[4] financiamento,chan
[4] chan,zuckerberg
[4] zuckerberg,initiative
[4] group,leader

Top Word Pairs in Tweet in G6:
[13] key,donors
[13] donors,against
[13] against,california
[13] california,recall
[13] recall,california
[13] california,association
[13] association,realtors
[13] realtors,california
[13] california,democratic
[13] democratic,party

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@melissawm
@cziscience
@embl
@logan_ratick
@chanzuckerberg
@ceitec_brno
@ocean_genomics
@dailysignal
@czi
@paveltoma

Top Mentioned in G1:
@andylumm
@chrisjohnsonmd
@barryjohnreid21
@kayvonpaul
@thatsnotmine125
@alex_on_a14
@bebert701
@gtabiadon
@jsaholmes
@fredwibblington

Top Mentioned in G2:
@drafzalniaz2
@souverainetech

Top Mentioned in G3:
@melissawm

Top Mentioned in G4:
@cziscience
@embl
@ceitec_brno
@paveltoma
@sangerinstitute
@ilastik_team
@paveltomancak
@muni_cz
@humancellatlas

Top Mentioned in G5:
@chanzuckerberg
@pndblog
@embl
@cziscience
@mrc_hiu
@rdmoxford
@allgrowthjobs
@sebar1956
@mariawang
@agenciafapesp

Top Mentioned in G6:
@logan_ratick

Top Mentioned in G7:
@iandprior
@ffxparentsassoc
@lcpsdobetter
@deangeliscorey
@tommy_usa
@beachsupe
@kimmelnyk
@jess_vbcpsboard

Top Mentioned in G8:
@amartinezarias
@vallierlab
@gatesfoundation
@alleninstitute
@guardian

Top Mentioned in G9:
@justin_hart
@theatlantic
@potus

Top Mentioned in G10:
@rando_genero
@yankeefan10md
@informednjnurse

Top Tweeters
Top Tweeters in Entire Graph:
@lizditz
@guardian
@discovertech3
@ml_tweet_bot
@jimmyroybloom
@livemint
@thedailybeast
@designerdeb3
@cbsnews
@hrkbenowen

Top Tweeters in G1:
@lizditz
@wjack76995
@mcfunny
@jsaholmes
@wendyorent
@carlsmythe
@rodfair2
@alex_on_a14
@nyob7714
@chrisjohnsonmd

Top Tweeters in G2:
@jimmyroybloom
@livemint
@bouche_bee
@seputarinfoo
@railsjobhub
@jessmcguire
@dt_aerzteblatt
@kozo2
@remcojanssen
@npresence

Top Tweeters in G3:
@geospacedman
@mekbenz
@stianwestlake
@sgillies
@astro_dust
@readermeter
@melissawm
@vnoel
@matplotlib
@satellitesci

Top Tweeters in G4:
@ml_tweet_bot
@dnaed_tech
@deepindex
@ewanbirney
@rramirezmorales
@ankitsingla1990
@paveltomancak
@bindikannan963
@haesleinhuepf
@embl

Top Tweeters in G5:
@discovertech3
@opensource_orgs
@careersingrowth
@pndblog
@allgrowthjobs
@sebar1956
@agenciafapesp
@sciencebot8
@oxfordmedsci
@mariawang

Top Tweeters in G6:
@ron4california
@marymjupiter
@amycheapho
@logan_ratick
@rodello437_
@devpav_
@yagyukuno1
@slayerblackdog1
@gregorycallisto
@smallfederalgov

Top Tweeters in G7:
@keithappell
@deangeliscorey
@iandprior
@beachsupe
@tommy_usa
@lcpsdobetter
@openvbcps
@ffxparentsassoc
@kimmelnyk
@jess_vbcpsboard

Top Tweeters in G8:
@guardian
@benoitbruneau
@gatesfoundation
@amartinezarias
@alleninstitute
@vallierlab
@metorrespadilla

Top Tweeters in G9:
@theatlantic
@tonybrunoshow
@justin_hart
@snapdragonsclaw
@potus

Top Tweeters in G10:
@monikaroseneal
@informednjnurse
@yankeefan10md
@choose1freedom
@rando_genero