SloanFoundation, Twitter, 2/14/2023 3:46:23 PM, 289438


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SloanFoundation Twitter NodeXL SNA Map and Report for Monday, 13 February 2023 at 18:07 UTC
SloanFoundation Twitter NodeXL SNA Map and Report for Monday, 13 February 2023 at 18:07 UTC
From:
marc_smith
Uploaded on:
February 14, 2023
Short Description:
SloanFoundation via NodeXL https://bit.ly/3lDIqFp
@sloanfoundation
@sundancefest
@drcaberry
@umanitobasci
@lpiuchi
@nicolarco
@girlspridefoun1
@fundfornyc
@mkleinef
@sloanpublic

Top hashtags:
#roboticsforthestreets
#sloanfellow
#opensource
#stem
#sundance
#highered

Description:
Description
The graph represents a network of 5,206 Twitter users whose recent tweets contained "SloanFoundation", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 40,000 tweets, tweeted between 1/1/2022 12:00:00 AM and 2/13/2023 10:07:00 AM. The network was obtained from Twitter on Monday, 13 February 2023 at 18:13 UTC.

The tweets in the network were tweeted over the 4906-day, 22-hour, 13-minute period from Monday, 07 September 2009 at 19:28 UTC to Monday, 13 February 2023 at 17:42 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 : 5206
Unique Edges : 9595
Edges With Duplicates : 25921
Total Edges : 35516
Number of Edge Types : 9
Replies to : 1872
MentionsInReplyTo : 9398
MentionsInQuote : 1123
Retweet : 5039
MentionsInRetweet : 14398
Quote : 499
Tweet : 106
Mentions : 3037
MentionsInQuoteReply : 44
Self-Loops : 1972
Reciprocated Vertex Pair Ratio : 0.0951271331642794
Reciprocated Edge Ratio : 0.173728018023656
Connected Components : 7
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 5186
Maximum Edges in a Connected Component : 35480
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.817235
Graph Density : 0.000589691271026596
Modularity : 0.313268
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,206 Twitter users whose recent tweets contained "SloanFoundation", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 40,000 tweets, tweeted between 1/1/2022 12:00:00 AM and 2/13/2023 10:07:00 AM. The network was obtained from Twitter on Monday, 13 February 2023 at 18:13 UTC.

The tweets in the network were tweeted over the 4906-day, 22-hour, 13-minute period from Monday, 07 September 2009 at 19:28 UTC to Monday, 13 February 2023 at 17:42 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 : SloanFoundation
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:
[146] https://twitter.com/SloanFoundation/status/1493601194786308098
[83] https://www.sundance.org/blogs/alfred-p-sloan-foundation-feature-film-prize-awarded-at-2022-sundance-film-festival-three-new-artist-grant-recipients-revealed/
[26] https://dp.la/news/dpla-to-make-cultural-treasures-freely-available-on-wikipedia-with-new-sloan-foundation-support
[15] https://wordpress.rose-hulman.edu/berry123/open-source-hardware-trailblazer/
[13] https://www.youtube.com/watch?v=CGgT11hsmeg&feature=youtu.be

[12] https://sloan.org/fellowships/2022-Fellows
[10] https://twitter.com/SloanFoundation/status/1612548673660919818
[10] https://event.fourwaves.com/turtleisland2022/pages
[9] https://www.youtube.com/watch?v=GACnVwPRAQg&feature=youtu.be

[9] https://twitter.com/SloanFoundation/status/1489255660566941705

Top URLs in Tweet in G1:
[83] https://www.sundance.org/blogs/alfred-p-sloan-foundation-feature-film-prize-awarded-at-2022-sundance-film-festival-three-new-artist-grant-recipients-revealed/
[28] https://twitter.com/SloanFoundation/status/1493601194786308098
[8] https://latw.org/broadcasts
[7] https://www.eventbrite.com/o/barkinselissen-project-41385433243
[6] https://twitter.com/SloanFoundation/status/1612548673660919818
[5] https://sloan.org/fellowships/2022-Fellows
[5] https://medium.com/m/global-identity-2?redirectUrl=https%3A%2F%2Fimpact.sloan.org%2Fthe-internet-is-broken-but-this-podcast-just-might-fix-it-d926d2efcbcb
[5] https://stemmopportunity.org/
[5] https://jrmf.org/festival-favors/
[4] https://twitter.com/SloanFoundation/status/1559902397803249665

Top URLs in Tweet in G2:
[8] https://www.templeton.org/news/john-templeton-foundation-announces-joint-funding-initiative-in-fundamental-physics?utm_campaign=news&utm_medium=organic_social&utm_source=twitter
[6] https://twitter.com/SloanFoundation/status/1493601194786308098
[5] https://twitter.com/SloanFoundation/status/1489255660566941705
[4] https://www.ssrc.org/programs/the-mercury-project/mercury-project-grantees/
[4] https://twitter.com/lorelleespinosa/status/1586049445015474177/photo/1
[4] https://twitter.com/CornellOISE/status/1559918539481518080/photo/1
[4] https://twitter.com/BillArnoldFL/status/1493779709875744772/photo/1
[4] https://twitter.com/Sarahdez76/status/1550458432150446080/photo/1
[3] https://www.diverseeducation.com/latest-news/article/15288291/sloan-foundation-gives-5-million-to-support-stem-graduate-study-at-msis
[3] https://www.ssrc.org/programs/the-mercury-project/

Top URLs in Tweet in G3:
[6] https://twitter.com/SloanFoundation/status/1491822262202339329
[3] https://twitter.com/SloanFoundation/status/1599779569849970689
[3] https://www.barry.edu/en/newsroom/sloan-foundation-awards-500-000-to-support-just-en--20282912622
[3] https://twitter.com/khalaf_chris/status/1600958602411675649/photo/1
[2] https://twitter.com/ProfDavidHart/status/1534188281805656064
[2] https://itif.org/2022-climate-tech-policy-boot-camp-early-career-researchers/
[2] https://twitter.com/marinavance/status/1512772137614024706/photo/1
[2] https://twitter.com/SloanFoundation/status/1486406757245145092
[2] https://www.resources.org/resources-radio/a-funders-view-on-energy-and-the-environment-with-evan-michelson/
[2] https://www.youtube.com/watch?v=idYees-7ni4&list=PLOjSu4xPoHKc4-cUBimQO6ZBOb5hnCkEL


Top URLs in Tweet in G4:
[24] https://twitter.com/SloanFoundation/status/1493601194786308098
[5] https://penntoday.upenn.edu/news/two-penn-faculty-named-2022-sloan-research-fellows
[5] https://www.buffalo.edu/ubnow/stories/2022/09/undergrad-chemistry-programs.html
[4] https://twitter.com/RCSA1/status/1485613207263739906
[4] https://twitter.com/AndlingerCenter/status/1593680587453304841/photo/1
[3] https://twitter.com/RCSA1/status/1590477546810146816/photo/1
[3] https://twitter.com/UMDscience/status/1493669263135100935/photo/1
[3] https://www.buffalo.edu/news/releases/2022/04/005.html
[3] https://twitter.com/RCSA1/status/1591442101350567942
[2] https://twitter.com/RCSA1/status/1622624969766371330

Top URLs in Tweet in G5:
[32] https://twitter.com/SloanFoundation/status/1493601194786308098
[7] https://omny.fm/shows/clear-vivid-with-alan-alda/bianca-jones-marlin-preparing-kids-for-survival
[5] https://omny.fm/shows/clear-vivid-with-alan-alda/kate-crawford-artificial-intelligence-neither-arti
[5] https://twitter.com/HacktheHackz/status/1577328855458643970/photo/1
[4] https://omny.fm/shows/clear-vivid-with-alan-alda/stephon-alexander-einstein-coltrane-and-the-univer
[4] https://omny.fm/shows/clear-vivid-with-alan-alda/nancy-padilla-coreano-knowing-your-place
[3] https://twitter.com/HacktheHackz/status/1577378047480709130/photo/1
[2] https://twitter.com/baym/status/1513556589411803137/photo/1
[2] https://omny.fm/shows/clear-vivid-with-alan-alda
[2] https://twitter.com/HacktheHackz/status/1578421102858174464/photo/1

Top URLs in Tweet in G6:
[15] https://wordpress.rose-hulman.edu/berry123/open-source-hardware-trailblazer/
[12] https://www.youtube.com/watch?v=CGgT11hsmeg&feature=youtu.be

[8] https://www.youtube.com/watch?v=GACnVwPRAQg&feature=youtu.be

[8] https://twitter.com/DrCABerry/status/1555974677264302083/video/1
[8] https://www.youtube.com/watch?v=3mAEg22sh20&feature=youtu.be

[7] https://www.youtube.com/watch?v=B1-iCh-nguc&feature=youtu.be

[7] https://www.tiktok.com/@carriegallowayrussell/video/7151793566694542638?_t=8WOz6MTUXMo&_r=1
[7] https://www.tiktok.com/@drcaberry/video/7197643495228591406?is_from_webapp=1&sender_device=pc&web_id=7139965231422653994
[7] https://www.youtube.com/watch?v=26tG5k3xvyw&feature=youtu.be

[7] https://www.youtube.com/watch?v=PxemxwBsIN4&feature=youtu.be


Top URLs in Tweet in G7:
[4] https://twitter.com/NCSAatIllinois/status/1519714221143085056/photo/1
[4] https://twitter.com/SloanFoundation/status/1593681606971166720
[3] https://twitter.com/SloanFoundation/status/1612548673660919818
[3] https://github.com/howisonlab/softcite-dataset/
[2] https://twitter.com/danielskatz/status/1562076746320674819/photo/1
[2] https://twitter.com/danielskatz/status/1549009975456006144/photo/1
[2] https://www.ncsa.illinois.edu/ncsa-involved-in-two-projects-to-receive-sloan-foundation-funding/
[2] https://twitter.com/us_rse/status/1519058778964041730/photo/1
[2] https://medium.com/@carolinesinders/what-does-a-community-need-98a0ac092e7f
[1] https://www.codeforsociety.org/jobs/community-manager-us-research-software-sustainability-institute/

Top URLs in Tweet in G8:
[18] https://twitter.com/SloanFoundation/status/1493601194786308098
[3] https://thecensusproject.org/2022/09/08/how-the-census-bureau-can-help-promote-accurate-research-using-2020-census-data/
[2] https://newsroom.ucla.edu/stories/ucla-has-most-2022-sloan-research-fellows
[2] https://news.mit.edu/2022/seven-mit-named-2022-sloan-research-fellows-0216
[1] https://twitter.com/PhDEI_Econ/status/1595467668273991684/photo/1
[1] https://twitter.com/PhDEI_Econ/status/1455325212514426880/photo/1
[1] https://www.hoover.org/press-releases/peter-blair-henry-return-stanford-university-join-hoover-institution-and-freeman
[1] https://newsroom.ucla.edu/stories/ucla-has-most-2022-sloan-research-fellows?taid=620bf1f5b33e2400013886d1&utm_campaign=trueAnthem_manual&utm_medium=trueAnthem&utm_source=twitter
[1] https://newsroom.ucla.edu/stories/ucla-has-most-2022-sloan-research-fellows?taid=6210330bd2db8100016da2ef&utm_campaign=trueanthem&utm_medium=trueanthem&utm_source=twitter
[1] https://twitter.com/SIEPR/status/1493670821214052355/photo/1

Top URLs in Tweet in G9:
[5] https://twitter.com/SloanFoundation/status/1493601194786308098
[2] https://sloan.org/fellowships/2022-Fellows
[1] https://www.statistics.utoronto.ca/news/david-duvenaud-awarded-2022-sloan-research-fellowship
[1] https://twitter.com/UofTStatSci/status/1493657869358673924/photo/1
[1] https://www.engatica.com/blog/the-most-prominent-digital-futurists-to-watch-out-for-in-2022?contentId=61e014806c1e79342918b742?utm_source=sm-backlinks&utm_medium=metaverse-powerlist-blog&utm_campaign=engatica
[1] https://www.ece.utoronto.ca/news/sloan-fellowship-powers-professors-research-into-trustworthy-ai/
[1] https://twitter.com/eceuoft/status/1493613753828585475/photo/1
[1] https://twitter.com/eceuoft/status/1493613753828585475
[1] https://uofteng.ca/XW97ld
[1] https://twitter.com/uoftengineering/status/1493973035073875975/photo/1

Top URLs in Tweet in G10:
[10] https://event.fourwaves.com/turtleisland2022/pages
[4] https://twitter.com/umanitobasci/status/1536378380974804994/photo/1
[4] https://twitter.com/umanitobasci/status/1536060862145998849/photo/1
[4] https://twitter.com/umanitobasci/status/1536378380412719113/photo/1
[3] https://twitter.com/umanitobasci/status/1536756918919782402/photo/1
[3] https://twitter.com/umanitobasci/status/1536060861760012288/photo/1
[3] https://twitter.com/umanitobasci/status/1535698525304111106/photo/1
[3] https://twitter.com/umanitobasci/status/1536060862162771971/photo/1
[3] https://economics.yale.edu/
[2] https://news.yale.edu/2022/03/09/minding-bias-yale-economist-examines-learning-and-decision-making

Top Domains
Top Domains in Tweet in Entire Graph:
[1416] twitter.com
[128] youtube.com
[90] sundance.org
[74] tiktok.com
[57] sloan.org
[30] dp.la
[29] medium.com
[26] omny.fm
[23] rose-hulman.edu
[18] ssrc.org

Top Domains in Tweet in G1:
[384] twitter.com
[90] sundance.org
[30] sloan.org
[21] medium.com
[12] youtube.com
[9] latw.org
[9] eventbrite.com
[8] scienceandfilm.org
[6] jrmf.org
[6] nationalbook.org

Top Domains in Tweet in G2:
[152] twitter.com
[17] ssrc.org
[9] templeton.org
[8] sloan.org
[8] aaas.org
[7] eventbrite.com
[6] nationalacademies.org
[5] zoom.us
[4] youtube.com
[4] cyclesresearchinstitute.org

Top Domains in Tweet in G3:
[99] twitter.com
[6] science.org
[5] youtube.com
[4] uci.edu
[3] sloan.org
[3] psu.edu
[3] barry.edu
[2] itif.org
[2] cmu.edu
[2] resources.org

Top Domains in Tweet in G4:
[81] twitter.com
[8] buffalo.edu
[6] upenn.edu
[5] rescorp.org
[3] cell.com
[2] sciencedirect.com
[2] sloan.org
[2] umd.edu
[1] simplysecure.org
[1] wiley.com

Top Domains in Tweet in G5:
[77] twitter.com
[22] omny.fm
[5] bu.edu
[3] columbia.edu
[2] simonsfoundation.org
[2] tiktok.com
[2] mit.edu
[1] biorxiv.org
[1] duke.edu
[1] padillacoreanolab.com

Top Domains in Tweet in G6:
[153] twitter.com
[86] youtube.com
[71] tiktok.com
[23] rose-hulman.edu
[10] hackster.io
[5] youtu.be
[5] oshwa.org
[4] noiresteminist.com
[4] instagram.com
[4] instructables.com

Top Domains in Tweet in G7:
[37] twitter.com
[7] illinois.edu
[4] researchsoft.org
[3] medium.com
[3] github.com
[2] nsf.gov
[2] mailerlite.com
[2] alliancecan.ca
[2] sloan.org
[2] simplysecure.org

Top Domains in Tweet in G8:
[30] twitter.com
[5] mit.edu
[4] ucla.edu
[3] thecensusproject.org
[1] hoover.org
[1] soundcloud.com
[1] insidehighered.com
[1] berkeley.edu
[1] mpg.de

Top Domains in Tweet in G9:
[12] twitter.com
[2] utoronto.ca
[2] sloan.org
[1] engatica.com
[1] uofteng.ca
[1] ucla.edu
[1] torontosun.com

Top Domains in Tweet in G10:
[45] twitter.com
[10] fourwaves.com
[9] yale.edu
[2] sloan.org
[1] sciencedirect.com
[1] princeton.edu
[1] umn.edu
[1] carpentries.org
[1] zenodo.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[232] roboticsforthestreets
[218] sloanfellow
[174] opensource
[129] stem
[126] sundance
[113] highered
[87] noiresteminist
[69] scialog
[62] tiktok
[61] purposefulprofessor



Top Hashtags in Tweet in G1:
[126] sundance
[80] opensource
[65] highered
[53] sloanfellow
[41] stem
[28] dei
[18] historyofscience
[17] sundance2022
[12] film
[12] science

Top Hashtags in Tweet in G2:
[60] stem
[50] mercuryproject
[46] stemm
[25] dei
[24] highered
[21] opensource
[17] msriup
[15] msi
[12] makingopportunityuniversal
[10] rt

Top Hashtags in Tweet in G3:
[13] energytransition
[12] energy
[10] sloanfellow
[9] moccie
[9] montemills
[8] nativeamerican
[8] climatechange
[6] homechem
[5] indoorchem
[5] energyinsights2022

Top Hashtags in Tweet in G4:
[62] scialog
[17] sloanfellow
[6] freetoread
[3] sloanfellows
[3] nsfcareeraward
[2] charlesmccrory
[2] davidkwabi
[1] cottrellscholar
[1] happytuesday
[1] sloanfoundation

Top Hashtags in Tweet in G5:
[44] sloanfellow
[16] clearandvivid
[14] hackthehack
[4] stem
[2] dei
[2] sloanfellows
[2] hicyeah
[1] hackathon
[1] openhardware
[1] tiktok

Top Hashtags in Tweet in G6:
[229] roboticsforthestreets
[86] noiresteminist
[61] purposefulprofessor
[60] tiktok
[36] mystemisforthestreets
[33] arduino
[29] openhardware
[25] 3dprinting
[22] engineeringprofessor
[21] techtok

Top Hashtags in Tweet in G7:
[50] opensource
[26] postdocposition
[11] highered
[11] rseng
[7] researchsoftware
[6] historyofscience
[5] stem
[4] datascience
[3] institutional
[3] incentive

Top Hashtags in Tweet in G8:
[19] sloanfellow
[15] econtwitter
[10] research
[3] census
[3] 2020census
[3] data
[3] ucla
[3] creativity
[3] innovation
[1] phdei2022

Top Hashtags in Tweet in G9:
[8] uoft
[4] uoftengineering
[2] ai
[1] metaverse
[1] businesses

Top Hashtags in Tweet in G10:
[9] umindigenous
[7] umanitoba
[6] umanitobasci
[6] opensource
[5] indigenousscienceconference
[4] indigenous
[4] science
[4] carpentrycon2022
[3] stem
[2] highered

Top Words
Top Words in Tweet in Entire Graph:
[5565] sloanfoundation
[1133] research
[1033] drcaberry
[962] oshwassociation
[775] sloan
[711] blackinrobotics
[709] congratulations
[708] blkinengineerng
[656] thanks
[655] open

Top Words in Tweet in G1:
[1282] sloanfoundation
[297] sloan
[252] film
[242] research
[240] science
[236] 2022
[234] sundancefest
[195] prize
[186] feature
[170] support

Top Words in Tweet in G2:
[751] sloanfoundation
[299] ssrc_org
[207] nsf
[175] research
[132] support
[129] rockefellerfdn
[112] aaas
[105] proposals
[99] inviting
[97] rwjf

Top Words in Tweet in G3:
[397] sloanfoundation
[118] energy
[97] research
[81] michelsonevan
[75] work
[73] monikaehrman
[72] thanks
[71] policy
[59] project
[59] rff

Top Words in Tweet in G4:
[485] sloanfoundation
[182] rcsa1
[149] congratulations
[104] thanks
[94] maxwell_robb
[92] congrats
[90] thank
[86] caltechcce
[76] science
[76] lu_wei8

Top Words in Tweet in G5:
[268] sloanfoundation
[100] congratulations
[88] channyskye
[69] congrats
[67] research
[66] sloan
[58] thanks
[55] 2022
[48] fellow
[47] yvetteefisher

Top Words in Tweet in G6:
[1006] drcaberry
[940] sloanfoundation
[929] oshwassociation
[704] blackinrobotics
[701] blkinengineerng
[453] open
[406] hardware
[383] source
[375] noiresteminist
[295] drcarlottaberry

Top Words in Tweet in G7:
[191] sloanfoundation
[159] software
[134] research
[76] si2urssi
[74] danielskatz
[73] part
[63] epistemographer
[58] community
[57] very
[55] looking

Top Words in Tweet in G8:
[108] sloanfoundation
[56] research
[50] 2022
[46] simon_jaeger
[44] mitecon
[42] schoefer_b
[40] ucla
[36] congratulations
[23] selected
[23] fellowship

Top Words in Tweet in G9:
[193] sloanfoundation
[90] uclacomsci
[90] uclaengineering
[68] thank
[53] congratulations
[47] quanquangu
[46] nicolaspapernot
[45] congrats
[32] researchuoft
[29] research

Top Words in Tweet in G10:
[93] indigenous
[70] science
[63] sloanfoundation
[59] conference
[57] island
[57] turtle
[55] 2022
[55] umanitobasci
[40] dr
[29] knowledge

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[617] oshwassociation,sloanfoundation
[449] open,source
[353] source,hardware
[336] sloanfoundation,blkinengineerng
[312] blkinengineerng,blackinrobotics
[306] sloan,research
[269] hardware,trailblazer
[218] research,fellowship
[207] trailblazer,fellow
[205] 2022,sloanfoundation

Top Word Pairs in Tweet in G1:
[170] feature,film
[169] film,prize
[115] #sundance,2022
[108] 2022,sloanfoundation
[95] sloan,research
[95] alfred,sloan
[94] sloanfoundation,feature
[87] sundancefest,#sundance
[86] kogonada,yang
[84] prize,went

Top Word Pairs in Tweet in G2:
[91] women,economics
[89] research,consortium
[88] economics,research
[81] sloanfoundation,aeacswep
[79] 1m,sloanfoundation
[79] aeacswep,ssrc_org
[79] ssrc_org,women
[66] inviting,proposals
[66] launch,1m
[66] consortium,inviting

Top Word Pairs in Tweet in G3:
[38] come,work
[32] sloanfoundation,michelsonevan
[28] project,energy
[25] energy,insights
[23] monikaehrman,sloanfoundation
[22] rff,sloanfoundation
[22] untdallaslaw,untresearch
[21] gokulciyer,david
[21] models,come
[21] postdoc,opening

Top Word Pairs in Tweet in G4:
[70] lu_wei8,caltechcce
[58] rcsa1,sloanfoundation
[56] sloanfoundation,rcsa1
[55] negative,emissions
[50] sloanfoundation,therobbgroup
[50] emissions,science
[49] sloanfoundation,maxwell_robb
[49] rosslabuc,whattodohowtodo
[49] therobbgroup,lu_wei8
[48] maxwell_robb,rosslabuc

Top Word Pairs in Tweet in G5:
[50] sloan,research
[39] thanks,sloanfoundation
[33] 2022,sloan
[29] channyskye,lovett_barron
[29] lovett_barron,your_arpy
[28] dukecellbiology,dukeu
[28] your_arpy,bhadurilab
[28] dukeu,dukemedschool
[27] sloanfoundation,dukecellbiology
[27] lucasmpinto,sloanfoundation

Top Word Pairs in Tweet in G6:
[601] oshwassociation,sloanfoundation
[383] open,source
[332] source,hardware
[331] sloanfoundation,blkinengineerng
[305] blkinengineerng,blackinrobotics
[256] hardware,trailblazer
[203] blkinengineerng,blkincomputing
[196] trailblazer,fellow
[191] lily,bot
[159] drcaberry,oshwassociation

Top Word Pairs in Tweet in G7:
[109] research,software
[34] rules,funding
[34] #opensource,software
[34] software,very
[34] sloanfoundation,10
[34] funding,scientific
[34] scientific,#opensource
[34] epistemographer,t0fucake
[34] simple,rules
[34] very,epistemographer

Top Word Pairs in Tweet in G8:
[35] mitecon,sloanfoundation
[28] sloanfoundation,research
[25] simon_jaeger,mitecon
[23] 2022,sloanfoundation
[21] research,fellowship
[18] schoefer_b,simon_jaeger
[18] sloan,research
[17] schoefer_b,mitecon
[14] uclachancellor,ucla
[14] research,fellowships

Top Word Pairs in Tweet in G9:
[90] uclaengineering,uclacomsci
[88] uclacomsci,sloanfoundation
[54] sloanfoundation,thank
[43] quanquangu,uclaengineering
[28] nicolaspapernot,sloanfoundation
[27] sloanfoundation,congratulations
[24] vectorinst,uoftcompsci
[23] uoftartsci,researchuoft
[23] sloanfoundation,uoftartsci
[22] sloan,research

Top Word Pairs in Tweet in G10:
[57] science,conference
[57] turtle,island
[53] indigenous,science
[53] island,indigenous
[37] 2022,turtle
[22] scientific,knowledge
[22] knowledge,embedded
[19] embedded,indigenous
[17] speakers,2022
[17] indigenous,languages

Top Replied-To
Top Replied-To in Entire Graph:
@sloanfoundation
@quanquangu
@drcaberry
@monikaehrman
@tiwarylab
@channyskye
@oshwassociation
@justinsambur
@maxwell_robb
@yvetteefisher

Top Replied-To in G1:
@sloanfoundation
@tremblaymarissa
@sundancefest
@shuishuiblue
@fangf07
@dncongreve
@heather_berlin
@princetoncs
@sloanpublic
@bymaryelder

Top Replied-To in G2:
@casbsstanford
@simonchauchard
@sloanfoundation
@ssrc_org
@rabernat
@lorelleespinosa
@mrocklin
@cyclogenesis_au
@sciphilorg
@dopplershift

Top Replied-To in G3:
@monikaehrman
@begoh3
@sloanfoundation
@nadiabahmad
@ericrweinstein
@lucy_qiu_
@michelsonevan
@kbiezenbos
@wbahnfleth
@phylogenomics

Top Replied-To in G4:
@tiwarylab
@justinsambur
@maxwell_robb
@profgracegu
@deep29jariwala
@lu_wei8
@daslabsmu
@rcsa1
@sloanfoundation

Top Replied-To in G5:
@channyskye
@yvetteefisher
@sinaibrain
@praveshkkothari
@henryquantum
@sloanfoundation
@ishmailsaboor
@columbiascience
@alanalda
@kanakarajanphd

Top Replied-To in G6:
@drcaberry
@oshwassociation
@drcarlottaberry
@noiresteminist
@sloanfoundation
@unclejessy4real
@kingbeauregard
@sunnyboymorgan
@blackinrobotics
@danielleboyerr

Top Replied-To in G7:
@sloanfoundation
@michaelberks
@danielskatz
@baym
@pyopensci
@iancosden
@sprblm_
@matplotlib
@mikemorrison
@profsmyth

Top Replied-To in G8:
@schoefer_b
@simon_mongey
@ucla
@uclachancellor
@leasterl76
@sennjulien
@sloanfoundation
@cp_roth
@annastansbury
@gabriel_zucman

Top Replied-To in G9:
@quanquangu
@nicolaspapernot
@uoftstatsci
@eceuoft
@praveshkkothari
@bipr
@davidduvenaud
@neilhoulsby
@rvcraiu

Top Replied-To in G10:
@umanitobasci

Top Mentioned
Top Mentioned in Entire Graph:
@sloanfoundation
@drcaberry
@oshwassociation
@blackinrobotics
@blkinengineerng
@noiresteminist
@drcarlottaberry
@nsf
@rosehulman
@ssrc_org

Top Mentioned in G1:
@sloanfoundation
@sundancefest
@kogonada
@sloanpublic
@doronweber
@nationalbook
@shuishuiblue
@lorelleespinosa
@tremblaymarissa
@scimaven

Top Mentioned in G2:
@sloanfoundation
@ssrc_org
@nsf
@rockefellerfdn
@aeacswep
@rwjf
@aaas
@lorelleespinosa
@moorefound
@thenasem

Top Mentioned in G3:
@sloanfoundation
@michelsonevan
@rff
@uciphyssci
@monikaehrman
@stokesapproved
@uciess
@polsiewski
@psuems
@untdallas

Top Mentioned in G4:
@sloanfoundation
@rcsa1
@caltechcce
@maxwell_robb
@whattodohowtodo
@lu_wei8
@berkeleyme
@rosslabuc
@ucberkeley
@therobbgroup

Top Mentioned in G5:
@sloanfoundation
@channyskye
@columbia
@your_arpy
@bhadurilab
@lucasmpinto
@alanalda
@dukeu
@lovett_barron
@dukecellbiology

Top Mentioned in G6:
@drcaberry
@sloanfoundation
@oshwassociation
@blackinrobotics
@blkinengineerng
@noiresteminist
@drcarlottaberry
@rosehulman
@blkincomputing
@hacksterio

Top Mentioned in G7:
@sloanfoundation
@si2urssi
@danielskatz
@epistemographer
@researchsoft
@t0fucake
@ncsaatillinois
@uofillinois
@us_rse
@peerjcompsci

Top Mentioned in G8:
@sloanfoundation
@mitecon
@simon_jaeger
@ucla
@schoefer_b
@dbaqaee
@uclachancellor
@baunatalie
@p_ganong
@chemistrymit

Top Mentioned in G9:
@sloanfoundation
@uclaengineering
@uclacomsci
@researchuoft
@nicolaspapernot
@uoftengineering
@vectorinst
@uoftcompsci
@uoftartsci
@davidduvenaud

Top Mentioned in G10:
@sloanfoundation
@umanitobasci
@umanitoba
@yale
@jesspopp
@thecarpentries
@drmakokis
@ubc
@uofg
@yaleeconomics

Top Tweeters
Top Tweeters in Entire Graph:
@ronniehowlett3
@recuerdamebot
@quibellpaul
@magicdmw
@toudajew
@savetonotion
@education_24x7
@fleming77
@zimei_no_ri
@ml_tweet_bot

Top Tweeters in G1:
@ronniehowlett3
@recuerdamebot
@quibellpaul
@satrian
@bostonglobe
@aquafare
@thr
@nuclear94
@hplbot
@variety

Top Tweeters in G2:
@fleming77
@mel_storni
@no2hitting
@susanamnk
@jonesls
@craigmatsuda
@deepgreendesign
@pcdnetwork
@fjvjjo
@aapremlall

Top Tweeters in G3:
@noname_8
@oladapoyusuf
@jbisright
@johnreichardwes
@tri26
@petrine05647629
@lawprofblawg
@phylogenomics
@nauscopio
@hazardscampaign

Top Tweeters in G4:
@artsychica2012
@kutandb
@climatetechbot
@bhak_sala
@drcchambers
@calgnome
@cathleencrudden
@penn
@cenmag
@geoengineering1

Top Tweeters in G5:
@magicdmw
@ayirpelle
@scieducation1
@needhibhalla
@biorxivpreprint
@popsci
@ob2133
@peiferlabunc
@dr_ohsopretty
@drjkhokhar

Top Tweeters in G6:
@savetonotion
@opensource_orgs
@blackphysicists
@calcaware
@juliebhunt
@epidatageek
@academicchatter
@parkerrm39
@ta_morris
@docdre

Top Tweeters in G7:
@pythonroboto
@pythonbot_by_pm
@ucloudifyai
@rowlandm
@openscitalk
@fdmmagdeburg
@scibot6
@jasonwilliamsny
@harishpillay
@carolinesinders

Top Tweeters in G8:
@elizabethcav07
@greggchadwick
@justusnatuhwera
@4thgenbruin
@luisalb97431740
@econotw
@28andjefferson
@ericcrampton
@ray31_
@censuspk

Top Tweeters in G9:
@education_24x7
@ml_tweet_bot
@octonion
@yo_ehara
@drlynnwilson
@ericmjl
@roydanroy
@uoft
@ajaydiv
@eredmil1

Top Tweeters in G10:
@tarundsnaol
@elpaseomaritimo
@james3neal
@peyotenft
@umanitoba
@faisal_moola
@peggybe_oonujut
@jenni_pro
@kozo2
@tryangregory


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