aaas, Twitter, 11/18/2021 7:29:28 AM, 266546


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aaas_2021-11-17_23-07-48.xlsx
aaas_2021-11-17_23-07-48.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 18, 2021
Short Description:
aaas via NodeXL https://bit.ly/30FpEU7
@aaas
@modooborahae
@jljcolorado
@braincures
@do_kinder
@aaaskavli
@sciencemagazine
@ethnoprimate
@aaas_doser
@aaas_stpf

Top hashtags:
#borsalino
#aaas
#stem
#rt
#aaaskavli2021
#scicomm
#covid19
#scipol
#womeninstem

Description:
Description
The graph represents a network of 7,187 Twitter users whose tweets in the requested range contained "aaas", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 18 November 2021 at 07:14 UTC.

The requested start date was Thursday, 18 November 2021 at 01:01 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 10-day, 0-hour, 59-minute period from Sunday, 07 November 2021 at 23:51 UTC to Thursday, 18 November 2021 at 00:50 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 : 7187
Unique Edges : 5180
Edges With Duplicates : 15321
Total Edges : 20501
Number of Edge Types : 5
Retweet : 5293
MentionsInRetweet : 8527
Tweet : 1599
Replies to : 950
Mentions : 4132
Self-Loops : 1648
Reciprocated Vertex Pair Ratio : 0.0255825996892802
Reciprocated Edge Ratio : 0.0498889113310442
Connected Components : 772
Single-Vertex Connected Components : 335
Maximum Vertices in a Connected Component : 2443
Maximum Edges in a Connected Component : 9895
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.127966
Graph Density : 0.000191729113521797
Modularity : 0.444348
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,187 Twitter users whose tweets in the requested range contained "aaas", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 18 November 2021 at 07:14 UTC.

The requested start date was Thursday, 18 November 2021 at 01:01 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 10-day, 0-hour, 59-minute period from Sunday, 07 November 2021 at 23:51 UTC to Thursday, 18 November 2021 at 00:50 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 : aaas
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:
[155] https://dmps.takaratomy.co.jp/deckbuilder/deck/?c=SYEG.SYEG.SYEG.SYEG.4ECQ.4ECQ.4ECQ.4ECQ.PUEG.PUEG.PUEG.PUEG.ZAEM.ZAEM.ZAEM.JMEE.JMEE.JMEE.JMEE.PUCQ.PUCQ.PUCQ.DEB4.DEB4.DEB4.DEB4.SYEF.SYEF.SYEF.SYEF.MQEG.MQEG.MQEG.MQEG.AAEW.AAEW.AAEW.AAEW.JMCV.JMCV&k=PUEG
[155] https://dmps.takaratomy.co.jp/deckbuilder/deck/?c=ZAEC.ZAEC.ZAEC.ZAEC.GIC5.GIC5.GIC5.GIC5.DEDN.DEDN.DEDN.DEDN.SYC3.V4C4.V4C4.PUC2.PUC2.PUC2.PUC2.4EC2.4EC2.4EC2.4EC2.JMC3.JMC3.JMC3.JMC3.PUC4.PUC4.PUC4.PUC4.DEC2.DEC2.DEC2.DEC2.V4C3.V4C3.PUAK.PUAK.PUAK&k=PUC4
[40] https://sjawards.aaas.org/news/2021-aaas-kavli-science-journalism-award-winners-named
[37] http://www.mtvema.com/
[37] https://www.billboard.com/amasvote
[24] https://www.aaas.org/sites/default/files/2020-05/AAAS%20EPI%20Center%20Group%20Letters%20on%20Internet%20Voting%20Combined%20582020.pdf
[16] https://www.science.org/content/article/prominent-virologist-warns-covid-19-pill-could-unleash-dangerous-mutants-others-see-little-cause-alarm?cookieSet=1
[13] https://attendee.gotowebinar.com/register/1420992754001435664
[12] https://www.science.org/content/article/artificial-intelligence-helps-scientists-spy-chimp-behavior-wild?cookieSet=1
[11] https://www.science.org/content/article/nonsense-words-make-people-around-world-think-same-shapes?cookieSet=1

Top URLs in Tweet in G2:
[5] https://twitter.com/aaaskavli/status/1458450003458990081?s=21
[3] https://www.youtube.com/watch?v=cNdZivjZHIQ&feature=youtu.be

[2] https://elpais.com/especiales/coronavirus-covid-19/a-room-a-bar-and-a-class-how-the-coronavirus-is-spread-through-the-air/
[2] https://www.science.org/doi/10.1126/science.abg7406?utm_campaign=SciMag&utm_source=Social&utm_medium=Twitter
[1] https://vimeo.com/373533413
[1] https://elpais.com/comunicacion/el-pais-que-hacemos/2021-11-10/el-reportaje-visual-de-el-pais-sobre-el-contagio-por-aerosoles-recibe-el-premio-kavli-el-pulitzer-del-periodismo-cientifico.html
[1] https://twitter.com/AAASKavli/status/1458450003458990081
[1] https://elpais.com/especiales/coronavirus-covid-19/un-salon-un-bar-y-una-clase-asi-contagia-el-coronavirus-en-el-aire/
[1] https://english.elpais.com/science-tech/2021-11-10/el-pais-visual-feature-on-aerosol-spread-of-coronavirus-wins-kavli-science-award-the-pulitzer-of-scientific-journalism.html?utm_medium=Social&utm_source=Twitter&ssm=TW_CM_EN#Echobox=1636715258
[1] https://english.elpais.com/science-tech/2021-11-10/el-pais-visual-feature-on-aerosol-spread-of-coronavirus-wins-kavli-science-award-the-pulitzer-of-scientific-journalism.html?utm_medium=Social&utm_source=Twitter&ssm=TW_CM_EN#Echobox=1636565964

Top URLs in Tweet in G3:
[33] https://sjawards.aaas.org/news/2021-aaas-kavli-science-journalism-award-winners-named
[9] https://sjawards.aaas.org/news/2021-aaas-kavli-science-journalism-award-winners-named#AudioGold
[7] https://twitter.com/AAASKavli/status/1458450003458990081
[6] https://www.science.org/content/article/how-begin-building-culture-diversity-equity-and-inclusion-your-research-group?utm_source=aaas-tw&utm_medium=soc
[6] https://sjawards.aaas.org/news/2021-aaas-kavli-science-journalism-award-winners-named#MagazineGold
[6] https://aaas.zoom.us/webinar/register/WN_LfekpmpyTba4iNnSZF_x_Q
[6] https://elpais.com/comunicacion/el-pais-que-hacemos/2021-11-10/el-reportaje-visual-de-el-pais-sobre-el-contagio-por-aerosoles-recibe-el-premio-kavli-el-pulitzer-del-periodismo-cientifico.html
[5] https://sjawards.aaas.org/news/2021-aaas-kavli-science-journalism-award-winners-named#LargeOutletSilver
[5] https://sjawards.aaas.org/news/2021-aaas-kavli-science-journalism-award-winners-named#In-DepthGold
[5] https://www.sbfprize.org/blog/longlist-2022-picture-book

Top URLs in Tweet in G4:
[2] https://www.eurekalert.org/news-releases/934274#.YZNuAgp6wNM.twitter
[1] https://www.researchgate.net/publication/336180341_Coming_out_the_closet_of_bullying
[1] https://www.youtube.com/watch?v=XiCrniLQGYc

[1] https://www.youtube.com/watch?v=q9zoJj0xDTo

[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-00387-3
[1] https://newworkplace.wordpress.com/2013/06/04/prestigious-honorary-society-president-may-be-a-bullying-boss/
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-018-05143-8
[1] https://www.dailymail.co.uk/news/article-4770130/Google-fires-male-engineer-viral-gender-memo.html
[1] https://www.cnbc.com/2020/09/29/googles-310-million-sexual-misconduct-settlement-details.html
[1] https://endpts.com/warp-speeds-moncef-slaoui-loses-board-chairmanship-after-getting-hit-with-sexual-harassment-allegations/

Top URLs in Tweet in G5:
[4] https://zabuu.site/user/detail/919630981203554304
[3] https://www.instagram.com/accounts/login/
[2] https://www.reddit.com/r/AnimalCrossing/comments/qmtanx/a_strange_ghost_will_appear_when_you_flick_off/
[2] https://www.youtube.com/watch?v=3yNoy4H2Z-o

[2] https://www.youtube.com/watch?v=Z2NGrXtNZL8&feature=youtu.be

[2] https://co-trip.jp/article/547507/
[2] https://nlab.itmedia.co.jp/nl/articles/2111/09/news075.html
[2] https://maywadenki.stores.jp/
[2] https://www.fnn.jp/articles/-/268392
[2] https://nordot.app/826285583699247104?c=626016390609077345

Top URLs in Tweet in G6:
[14] https://www.science.org/content/article/prominent-virologist-warns-covid-19-pill-could-unleash-dangerous-mutants-others-see-little-cause-alarm?cookieSet=1
[7] https://www.science.org/content/article/ai-cracks-code-protein-complexes-providing-road-map-new-drug-targets?cookieSet=1
[6] https://sjawards.aaas.org/news/2021-aaas-kavli-science-journalism-award-winners-named
[4] https://www.science.org/content/blog-post/pfizer-s-good-news-world-s-good-news?cookieSet=1
[4] https://www.science.org/content/article/pfizer-antiviral-slashes-covid-19-hospitalizations?cookieSet=1
[4] https://www.science.org/content/article/orangutan-drawings-change-season-and-mood?cookieSet=1
[3] https://www.science.org/content/article/watch-itchy-fish-rub-against-worst-possible-scratching-post-hungry-sharks?cookieSet=1
[3] https://www.science.org/content/article/why-scientific-journal-authorship-makes-absolutely-no-sense-et-al?cookieSet=1
[3] https://www.science.org/content/article/criticism-room-temperature-superconductor-temporarily-removed-journal?cookieSet=1
[2] https://www.science.org/content/article/personalized-rna-drugs-may-soon-be-available-more-rare-genetic-diseases?cookieSet=1

Top URLs in Tweet in G7:
[9] https://attendee.gotowebinar.com/register/1420992754001435664
[7] https://www.usaid.gov/research/fellowships
[6] https://nyu.zoom.us/j/93092491116
[5] https://www.aaas.org/events/green-and-nature-based-infrastructure-solutions-new-england
[2] https://twitter.com/usaid/status/1458600214940450819
[2] https://twitter.com/USAIDGender/status/1458491009147543565
[2] https://www.aaas.org/epi-center/key-takeaways-pfas-health-and-environmental-officials
[2] https://twitter.com/MatSciMatt/status/1458869540490780688
[2] https://scipolnetwork-org.zoom.us/meeting/register/tZ0ufu2prj0tG9waB10khNwwytcvhxNqklBW
[2] https://www.newsbreak.com/news/2433096271046/chinese-scientists-strike-gold-in-a-nuclear-fusion-breakthrough?_f=app_share&s=a7&share_destination_id=MTYxODI5NTUzLTE2MzY5MzA2MjA4OTM=&pd=0Ax1G5e4&hl=en_US

Top URLs in Tweet in G8:
[2] https://americanethnologist.org/news/distinguished-lecture
[2] https://twitter.com/aaas/status/1458472090101760002
[1] https://americanethnologist.org/news/right-to-the-city-baltimore-activists-talk-back-to-the-field
[1] https://americanethnologist.org/news/aes-at-the-aaa
[1] https://annualmeeting.americananthro.org/program/2021-distinguished-lecture/
[1] https://apply.interfolio.com/98906
[1] https://meetings.aaas.org/program/
[1] https://aaas.confex.com/aaas/2022/meetingapp.cgi/Session/28989
[1] https://meetings.aaas.org/poster-judges/
[1] https://twitter.com/AAASmeetings/status/1446526162784571393

Top URLs in Tweet in G9:
[155] https://dmps.takaratomy.co.jp/deckbuilder/deck/?c=SYEG.SYEG.SYEG.SYEG.4ECQ.4ECQ.4ECQ.4ECQ.PUEG.PUEG.PUEG.PUEG.ZAEM.ZAEM.ZAEM.JMEE.JMEE.JMEE.JMEE.PUCQ.PUCQ.PUCQ.DEB4.DEB4.DEB4.DEB4.SYEF.SYEF.SYEF.SYEF.MQEG.MQEG.MQEG.MQEG.AAEW.AAEW.AAEW.AAEW.JMCV.JMCV&k=PUEG
[155] https://dmps.takaratomy.co.jp/deckbuilder/deck/?c=ZAEC.ZAEC.ZAEC.ZAEC.GIC5.GIC5.GIC5.GIC5.DEDN.DEDN.DEDN.DEDN.SYC3.V4C4.V4C4.PUC2.PUC2.PUC2.PUC2.4EC2.4EC2.4EC2.4EC2.JMC3.JMC3.JMC3.JMC3.PUC4.PUC4.PUC4.PUC4.DEC2.DEC2.DEC2.DEC2.V4C3.V4C3.PUAK.PUAK.PUAK&k=PUC4
[1] https://dmps.takaratomy.co.jp/deckbuilder/deck/?c=JMD2.JMD2.JMD2.JMD2.4EBU.4EBU.4EBU.4EBU.AAAS.AAAS.AAAS.AAAS.V4AZ.V4AZ.V4AZ.V4AZ.JMBX.JMBX.JMBX.JMBX.4ECJ.4ECJ.4ECJ.4ECJ.4EDJ.4EDJ.4EDJ.4EDJ.ZAD7.ZAD7.ZAD7.ZAD7.V4C6.V4C6.V4C6.V4C6.DECX.DECX.DECX.DECX&k=DECX
[1] https://dmps.takaratomy.co.jp/deckbuilder/deck/?c=MQDY.MQDY.GIES.GIES.SYER.SYER.SYER.SYER.MQD7.MQD7.MQD7.MQD7.GID3.GID3.GID3.GID3.ZAER.ZAER.ZAER.ZAER.ZAEM.ZAEM.AAAH.AAAH.AAAH.AAAH.ZAAP.ZAAP.ZAAP.ZAAP.V4D2.V4D2.V4D2.V4D2.4EEY.4EEY.4EEY.4EEY.ZAEY.ZAEY&k=ZAER

Top URLs in Tweet in G10:
[2] https://www.aaas-iuse.org/blog-criteria/
[2] https://www.aaas-iuse.org/building-inclusion-in-stem-through-activation-of-multicontext-theory/
[2] https://scienceforthechurch.org/2021/11/16/the-giving-in-thanksgiving/
[2] https://scienceforthechurch.org/2021/11/09/grateful-for-gratitude/
[2] https://www.youtube.com/watch?v=8FUe2Wu-za8

[2] https://www.aapt.org/aboutaapt/AAPT-Participating-in-SEA-Change-Professional-Society-Pilot.cfm
[1] https://aaas.zoom.us/meeting/register/tJEvdu6hrzwiGtM-Wm9SNw6DlZJmthUMAwDE
[1] https://bit.ly/COVID19FRCS
[1] https://www.washingtonpost.com/history/2021/11/17/eunice-newton-foote-john-tyndall/?tid=ss_tw
[1] https://twitter.com/AAAS_SEAChange/status/1458509769120043018

Top Domains
Top Domains in Tweet in Entire Graph:
[333] co.jp
[223] science.org
[214] twitter.com
[205] aaas.org
[38] sbfprize.org
[37] mtvema.com
[37] billboard.com
[19] co.uk
[19] zoom.us
[17] youtube.com

Top Domains in Tweet in G2:
[9] twitter.com
[6] elpais.com
[6] science.org
[3] youtube.com
[1] vimeo.com
[1] fcld.ly
[1] zhejianglab.com

Top Domains in Tweet in G3:
[131] aaas.org
[39] science.org
[39] twitter.com
[37] sbfprize.org
[9] elpais.com
[8] bit.ly
[7] zoom.us
[7] sciencereligiondialogue.org
[5] adp.com
[4] gotowebinar.com

Top Domains in Tweet in G4:
[10] co.uk
[6] theguardian.com
[4] science.org
[3] nature.com
[2] youtube.com
[2] wordpress.com
[2] endpts.com
[2] sciencemag.org
[2] nytimes.com
[2] twitter.com

Top Domains in Tweet in G5:
[17] twitter.com
[8] livedoor.com
[6] youtube.com
[6] co.jp
[4] zabuu.site
[3] shindanmaker.com
[3] instagram.com
[2] reddit.com
[2] co-trip.jp
[2] stores.jp

Top Domains in Tweet in G6:
[91] science.org
[49] twitter.com
[8] co.jp
[8] aaas.org
[7] main.jp
[3] projecttopics.org
[2] eurekalert.org
[2] slideshare.net
[2] trib.al
[2] blogspot.com

Top Domains in Tweet in G7:
[18] twitter.com
[10] aaas.org
[9] gotowebinar.com
[8] zoom.us
[8] usaid.gov
[2] whitehouse.gov
[2] people.com
[2] youtube.com
[2] newsbreak.com
[1] buffalo.edu

Top Domains in Tweet in G8:
[7] aaas.org
[6] confex.com
[4] americanethnologist.org
[4] twitter.com
[1] americananthro.org
[1] interfolio.com
[1] wayne.edu
[1] wiley.com
[1] eurekalert.org

Top Domains in Tweet in G9:
[312] co.jp

Top Domains in Tweet in G10:
[5] twitter.com
[4] aaas-iuse.org
[4] scienceforthechurch.org
[2] zoom.us
[2] youtube.com
[2] aapt.org
[1] bit.ly
[1] washingtonpost.com
[1] aaas-arise.org
[1] internet2.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[155] borsalino
[70] aaas
[65] stem
[59] rt
[54] aaaskavli2021
[43] scicomm
[33] covid19
[32] scipol
[27] womeninstem
[26] decemberdialogues



Top Hashtags in Tweet in G2:
[2] scienceeditorial
[2] stemsteamday
[2] originsofcovid
[1] stem
[1] sciencepolicyforum
[1] scienceworkinglife
[1] firebonniehenry
[1] bcpoli
[1] bced
[1] robotics

Top Hashtags in Tweet in G3:
[59] rt
[53] aaaskavli2021
[27] covid19
[27] stem
[25] decemberdialogues
[18] sevimkalyoncu
[16] kidlit
[12] engagingscientists
[12] uprobotics
[12] upai

Top Hashtags in Tweet in G4:
[8] scipol
[7] stemtoo
[7] womeninstem
[7] rri
[5] scicomm
[4] holytrinity
[4] sdg5
[3] stem
[3] metoomovement
[3] researchculture

Top Hashtags in Tweet in G5:
[11] 駅メモ
[8] 駅メモファンアート
[6] 漫画が読めるハッシュタグ
[6] あつ森
[6] animalcrossing
[6] acnh
[5] ローソン
[4] う髄
[4] 猫
[4] ウマ娘

Top Hashtags in Tweet in G6:
[5] rakuafl
[4] aaas
[2] sfn21
[2] sponsored
[2] tiedeviestintä
[2] korona
[2] ilmahygienia
[2] stem教育
[1] our_pride_momo
[1] 피치모모데이

Top Hashtags in Tweet in G7:
[19] scicomm
[18] scipol
[17] aaas
[12] sciengage
[12] phd
[12] brooklyn
[12] lablife
[12] project365
[11] 365today
[11] womeninstem

Top Hashtags in Tweet in G8:
[11] aaasmtg
[6] scicomm
[3] medicine
[3] publichealth
[3] science
[3] nanotechnology
[3] 2020elections
[1] cliimatechange
[1] climatejustice
[1] academicchatter

Top Hashtags in Tweet in G9:
[155] borsalino
[1] デュエプレ
[1] グランドマスター2021

Top Hashtags in Tweet in G10:
[6] stem
[5] stemmgenderequity
[3] diversityinstem
[3] womeninstem
[3] nationalstemday
[2] stemeducation
[2] equityinbiomed
[1] ritaallenfoundation
[1] walderfoundation
[1] iseed

Top Words
Top Words in Tweet in Entire Graph:
[7829] 11
[2762] 10
[2686] 19
[2319] aaas
[2170] pm
[2119] 22
[2118] amas
[2109] bts
[2093] behind
[2080] schedule

Top Words in Tweet in G1:
[7635] 11
[2658] 10
[2105] pm
[2068] bts
[2060] modooborahae
[2058] kst
[2056] schedule
[2056] 19
[2056] its2
[2056] behind

Top Words in Tweet in G2:
[544] jljcolorado
[511] bar
[506] covid
[506] 19
[441] elpaisinenglish
[414] article
[407] won
[402] room
[401] classroom
[400] explaining

Top Words in Tweet in G3:
[643] aaas
[508] science
[345] award
[264] aaaskavli
[207] winners
[187] kavli
[164] journalism
[155] congratulations
[145] gold
[138] reporting

Top Words in Tweet in G4:
[88] braincures
[64] aaas
[49] thepeopleshubuk
[47] bulliescampaign
[47] ukri_ceo
[47] jeremyfarrar
[45] do_kinder
[44] researchbysave
[44] forsymp
[44] dohadebates

Top Words in Tweet in G5:
[77] taki_aaas
[14] spacemanvipex
[12] suzu_ekm
[12] gamaekimemo
[11] #駅メモ
[10] eki16g_syrup
[9] と
[8] あ
[8] 初音ミクと私
[8] が

Top Words in Tweet in G6:
[405] aaas
[108] science
[25] hp
[24] 19
[23] covid
[23] 12
[18] 15
[17] little
[17] 11
[16] see

Top Words in Tweet in G7:
[58] aaas
[51] science
[39] aaas_stpf
[39] scientific
[37] technology
[37] join
[36] policy
[31] 2021
[28] 22
[23] usaid

Top Words in Tweet in G8:
[90] ethnoprimate
[86] biological
[86] anthropologist
[85] begin
[84] official
[84] hiring
[84] specializing
[84] paleoanthropology
[84] paleoprimatology
[83] fal

Top Words in Tweet in G9:
[310] nd
[156] ad
[155] グランドマスター2021
[155] デッキ公開
[155] 優勝した
[155] #borsalino
[155] 選手の使用デッキはこちら
[154] dmps_info

Top Words in Tweet in G10:
[27] aaas
[22] day
[18] rabbimitelman
[18] tish_h_warren
[15] science
[15] aaas_seachange
[14] research
[14] aaas_doser
[14] biologosorg
[13] stem

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2084] pm,11
[2080] 11,19
[2080] amas,abc
[2077] 10,11
[2075] bts,schedule
[2075] schedule,kst
[2075] kst,11
[2075] 19,its2
[2075] its2,behind
[2075] behind,weverse

Top Word Pairs in Tweet in G1:
[2063] pm,11
[2056] bts,schedule
[2056] schedule,kst
[2056] kst,11
[2056] 11,19
[2056] 19,its2
[2056] its2,behind
[2056] behind,weverse
[2056] 11,22
[2056] 22,amas

Top Word Pairs in Tweet in G2:
[506] covid,19
[401] room,bar
[401] bar,classroom
[400] classroom,article
[400] article,elpaisinenglish
[400] elpaisinenglish,explaining
[400] explaining,covid
[400] 19,transmission
[400] transmission,really
[400] really,works

Top Word Pairs in Tweet in G3:
[180] aaas,kavli
[163] science,journalism
[153] kavli,science
[138] gold,award
[119] science,reporting
[104] silver,award
[102] award,winners
[73] journalism,award
[67] aaaskavli,congratulations
[63] award,winner

Top Word Pairs in Tweet in G4:
[44] bulliescampaign,researchbysave
[44] forsymp,dohadebates
[43] researchbysave,forsymp
[39] delusionalacad1,psychmh
[38] dohadebates,thepeopleshubuk
[38] thepeopleshubuk,delusionalacad1
[36] ukri_ceo,ukri_news
[36] jeremyfarrar,wellcometrust
[35] wellcometrust,ukri_ceo
[35] ukri_news,michelle_cruk

Top Word Pairs in Tweet in G5:
[8] ガーリック,アバーッ
[4] kirishimaxavi,初音ミクと私
[4] 包丁,#漫画が読めるハッシュタグ
[4] #どうぶつの森,#animalcrossing
[4] #animalcrossing,#acnh
[4] #acnh,#nintendoswitch
[3] #zabuu,#質問がじゃんじゃん届く
[3] うちのネコが,玉子焼きをつまみ食いしてるところを見つかって
[3] 玉子焼きをつまみ食いしてるところを見つかって,長女に怒られた瞬間
[3] 今度アホな友人が結婚するんですが,アパートで他の友達と三人で飲んでてそいつが酔っぱらって

Top Word Pairs in Tweet in G6:
[90] science,aaas
[22] covid,19
[15] wi,fi
[14] prominent,virologist
[14] virologist,warns
[14] warns,covid
[14] 19,pill
[14] pill,unleash
[14] unleash,dangerous
[14] dangerous,mutants

Top Word Pairs in Tweet in G7:
[36] science,technology
[34] aaas,science
[31] technology,policy
[28] 2021,22
[20] 22,aaas
[17] usaid,welcomes
[16] brings,scientific
[15] scientific,technical
[15] scientists,engineers
[14] policy,fellow

Top Word Pairs in Tweet in G8:
[86] biological,anthropologist
[84] official,hiring
[84] hiring,biological
[84] anthropologist,specializing
[84] specializing,paleoanthropology
[84] paleoanthropology,paleoprimatology
[84] paleoprimatology,begin
[83] ethnoprimate,official
[83] begin,fal
[30] aaasmeetings,dr

Top Word Pairs in Tweet in G9:
[155] グランドマスター2021,デッキ公開
[155] デッキ公開,優勝した
[155] 優勝した,#borsalino
[155] #borsalino,選手の使用デッキはこちら
[155] 選手の使用デッキはこちら,nd
[155] nd,nd
[155] nd,ad
[154] dmps_info,グランドマスター2021

Top Word Pairs in Tweet in G10:
[17] rabbimitelman,tish_h_warren
[11] shows,need
[11] discuss,science
[11] science,religion
[11] religion,way
[11] way,meaningful
[11] people's,day
[11] day,day
[10] arise,webinar
[10] webinar,engaging

Top Replied-To
Top Replied-To in Entire Graph:
@aaas_mskt
@taki_aaas
@jljcolorado
@aaas
@gamaekimemo
@an_aaas
@eki16g_syrup
@bulliescampaign
@ayjchan
@braincures

Top Replied-To in G2:
@jljcolorado
@ayjchan
@sciencemagazine
@whollyfool
@oinklife
@martinw93129709
@realmtnwalker
@mdog73
@philochsghost
@itealdev

Top Replied-To in G3:
@aaas
@scitalker
@_miguelhernan
@valdes_bianca
@jljcolorado
@aspienblue
@aaassubaruprize
@sinaisynapses
@mrc_tu
@megtwrites

Top Replied-To in G4:
@bulliescampaign
@braincures
@do_kinder
@jeremyfarrar
@taranaburke
@dorothysuskind
@wef
@morimahmoudi
@drumeshprabhu
@academicparity

Top Replied-To in G5:
@taki_aaas
@gamaekimemo
@eki16g_syrup
@suzu_ekm
@ron_tabizuki
@snowliners19
@spacemanvipex
@halocynthia
@mochi2rabbit
@tomenasanna

Top Replied-To in G6:

Top Replied-To in G7:
@usaid
@usaidsaveslives
@carrieseltzer
@bmevaluation
@ddedadde
@colden_here
@aaas_stpf
@purdueindeng
@davidgokhshtein
@penguingalaxy

Top Replied-To in G8:
@ethnoprimate
@pastamos
@marckissel
@jengabrys
@rishirajgoel
@robingnelson
@jonathankaplan
@societyvisanth

Top Replied-To in G10:
@rabbimitelman
@daviddesteno
@computersociety
@aaas_seachange
@ed_dodds
@slstenberg
@hzbde
@icbinns

Top Mentioned
Top Mentioned in Entire Graph:
@modooborahae
@latelateshow
@aaas
@jljcolorado
@elpaisinenglish
@aaaskavli
@el_pais
@dmps_info
@sciencemagazine
@braincures

Top Mentioned in G1:
@modooborahae
@latelateshow

Top Mentioned in G2:
@jljcolorado
@elpaisinenglish
@el_pais
@sciencemagazine
@aaas
@ayjchan
@sciencecohen
@sudipsparikh
@ecohealthnyc
@zoestodd

Top Mentioned in G3:
@aaas
@aaaskavli
@el_pais
@mariano_zafra
@aaassubaruprize
@meganmolteni
@rkhamsi
@aathiperinchery
@javisalas
@maartjebakker

Top Mentioned in G4:
@braincures
@aaas
@thepeopleshubuk
@ukri_ceo
@researchbysave
@forsymp
@dohadebates
@universitiesuk
@jeremyfarrar
@delusionalacad1

Top Mentioned in G5:
@taki_aaas
@spacemanvipex
@1256023kisei
@ekimemo
@suzu_ekm
@kirishimaxavi
@tutitoabura
@livedoornews
@bakanoakachan
@akiko_lawson

Top Mentioned in G6:
@anexinet

Top Mentioned in G7:
@aaas_stpf
@aaas
@usaid
@globaldevlab
@montclarelabs
@georgemasonu
@aaas_srhrl
@espmasonu
@purdueindeng
@step_iai

Top Mentioned in G8:
@ethnoprimate
@aaasmeetings
@umseas
@biologicalanth
@americananthro
@asubeinghuman
@anthrosdsu
@aaas_anthro
@amethno
@pictureascifilm

Top Mentioned in G9:
@dmps_info

Top Mentioned in G10:
@aaas
@tish_h_warren
@aaas_seachange
@aaas_doser
@biologosorg
@rabbimitelman
@templeton_fdn
@sci4thechurch
@sinaisynapses
@iuseprogram

Top Tweeters
Top Tweeters in Entire Graph:
@japan_lawson
@famima_reply
@akiko_lawson
@kfc_jp
@udonmarugame
@dichristine
@cybersec_feeds
@chidambara09
@world_news_eng
@matiere

Top Tweeters in G1:
@aomderrr
@rav_kharel
@jeanettacsheehy
@toonjim8658
@jeonjk_cuteness
@glangjinniejin
@il_blackswan
@cjoy08deluna
@yoonie579
@yvesninq

Top Tweeters in G2:
@lizditz
@ansisegle
@adekleine
@paulpaul49
@hopealdridge
@kirkmurphy
@forgerat
@4evrstardancer
@katydogcrazy
@lelelx

Top Tweeters in G3:
@cybersec_feeds
@world_news_eng
@1loriking
@coronaupdatebot
@el_pais
@quintinoncamera
@melissasweetdr
@btkrth
@mariecolemanao
@mwt2008

Top Tweeters in G4:
@ligayaloyola
@googleexpertuk
@bbcnews
@nicochan33
@anas_erindra
@drumeshprabhu
@terryelaineh1
@botfemale
@msdarcyfarrow
@academicchatter

Top Tweeters in G5:
@japan_lawson
@akiko_lawson
@kfc_jp
@udonmarugame
@misterdonut_jp
@macha1130
@newdays_jp
@thekamotu
@obenkyounuma
@moltoke_rumia1p

Top Tweeters in G6:
@prpnews
@ken_crichlow
@f_k_t_
@mstepczyk
@tommylova
@drpatfarrell
@thespicequeen_
@eprnetwork
@news4buffalo
@arbara0728b

Top Tweeters in G7:
@jfsebastian146
@straitarrow10
@johnapp63499667
@penguingalaxy
@bttbbrack
@ddedadde
@womeninstemsa
@davidgokhshtein
@jaykilgore7
@nasa

Top Tweeters in G8:
@dichristine
@chidambara09
@ndngenuity
@leafwarbler
@drrubidium
@freewimin
@ethnography911
@ardalanai
@ethanwatrall
@mammals_suck

Top Tweeters in G9:
@scrooge9614
@roppongi_vice_f
@exerailgun
@susume_tomorro1
@7boruguresu8000
@mizutouitu
@peonu26
@sakkyun1969
@gn0000z
@potetiki444

Top Tweeters in G10:
@monitor_ph
@ukrayan
@thartman2u
@theagu
@kendallharmon6
@scifri
@dianabutlerbass
@american_heart
@dukeu
@ed_dodds


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