aaas, Twitter, 12/2/2021 7:28:06 AM, 267388


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aaas_2021-12-01_23-07-48.xlsx
aaas_2021-12-01_23-07-48.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 02, 2021
Short Description:
aaas via NodeXL https://bit.ly/3pdhUkw
@modooborahae
@iksanpjw
@camtm_ahs
@aaas
@thanh01112002
@braincures
@jungkoo05808112
@phngcc7
@ayjchan
@bob_calder

Top hashtags:
#sevimkalyoncu
#decemberdialogues
#aaas
#scicomm
#givingtuesday
#rt
#stem
#scipol
#covid19

Description:
Description
The graph represents a network of 7,550 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, 02 December 2021 at 07:15 UTC.

The requested start date was Thursday, 02 December 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 8-day, 16-hour, 20-minute period from Tuesday, 23 November 2021 at 08:36 UTC to Thursday, 02 December 2021 at 00:57 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 : 7550
Unique Edges : 3374
Edges With Duplicates : 15033
Total Edges : 18407
Number of Edge Types : 5
Tweet : 1730
Retweet : 5500
MentionsInRetweet : 6714
Replies to : 904
Mentions : 3559
Self-Loops : 1776
Reciprocated Vertex Pair Ratio : 0.0188937228091983
Reciprocated Edge Ratio : 0.0370867390508723
Connected Components : 833
Single-Vertex Connected Components : 408
Maximum Vertices in a Connected Component : 3165
Maximum Edges in a Connected Component : 6626
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.25592
Graph Density : 0.000143819759469918
Modularity : 0.439627
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,550 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, 02 December 2021 at 07:15 UTC.

The requested start date was Thursday, 02 December 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 8-day, 16-hour, 20-minute period from Tuesday, 23 November 2021 at 08:36 UTC to Thursday, 02 December 2021 at 00:57 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:
[97] https://www.science.org/content/article/patience-crucial-why-we-won-t-know-weeks-how-dangerous-omicron?cookieSet=1
[17] https://www.acog.org/news/news-releases/2021/07/acog-smfm-recommend-covid-19-vaccination-for-pregnant-individuals
[14] https://aaas.zoom.us/webinar/register/WN_LfekpmpyTba4iNnSZF_x_Q
[13] https://www.science.org/doi/10.1126/science.abn3081?cookieSet=1
[8] https://www.carboncyclescience.us/USCarbonProgamLeadershipAward
[7] https://www.science.org/content/article/china-tightens-its-grip-hong-kong-universities?cookieSet=1
[7] https://www.science.org/content/article/how-one-society-rebounded-worst-year-be-alive?cookieSet=1
[7] http://scienceinjapan.org/topics/20130925.html
[6] https://www.ifthencollection.org
[5] https://www.aaas.org/Dec21HPDot?utm_campaign=Gadi&utm_source=AAAS&utm_medium=Twitter

Top URLs in Tweet in G1:
[1] https://tulsaworld.com/business/local/aaas-saturday-open-house-in-tulsa-to-include-discounts-raffles-free-battery-checks/article_fed4b6e6-51f9-11ec-8bec-9f3725fc174f.html

Top URLs in Tweet in G3:
[14] https://aaas.zoom.us/webinar/register/WN_LfekpmpyTba4iNnSZF_x_Q
[13] https://www.science.org/doi/10.1126/science.abn3081?cookieSet=1
[6] https://www.ifthencollection.org
[5] https://www.aaas.org/Dec21HPDot?utm_campaign=Gadi&utm_source=AAAS&utm_medium=Twitter
[4] https://www.science.org/content/article/why-are-trees-dropping-so-many-nuts-climate-may-drive-erratic-masting?utm_campaign=Gadi&utm_source=AAAS&utm_medium=Twitter
[4] https://www.science.org/content/article/ancient-kauri-trees-capture-last-collapse-earth-s-magnetic-field?utm_campaign=Gadi&utm_source=AAAS&utm_medium=Twitter
[4] https://www.aaas.org/membership/member-spotlight/jocelyn-bosley-sees-science-through-historical-lens-and-could-help-our
[3] https://www.aaas.org/news/aaas-names-futuregen-scholars-and-human-rights-essay-contest-winners
[3] https://www.sbfprize.org/blog/finalists-2022-picture-book
[3] https://www.sbfprize.org/blog

Top URLs in Tweet in G4:
[46] https://www.science.org/content/article/patience-crucial-why-we-won-t-know-weeks-how-dangerous-omicron?cookieSet=1
[3] https://www.science.org/content/article/bed-bugs-love-your-stinky-laundry-here-s-how-keep-them-away?cookieSet=1
[3] https://www.science.org/content/blog-post/rethinking-molnupiravir?cookieSet=1
[2] https://www.science.org/content/article/why-scientific-journal-authorship-makes-absolutely-no-sense-et-al
[2] https://www.science.org/content/article/how-hug-according-science?cookieSet=1
[2] https://www.science.org/content/article/hope-lyme-disease-new-vaccine-targets-ticks?cookieSet=1
[2] https://www.aaas.org/
[2] https://www.science.org/content/article/criticism-room-temperature-superconductor-temporarily-removed-journal?cookieSet=1
[2] https://www.science.org/content/article/ancient-kauri-trees-capture-last-collapse-earth-s-magnetic-field?cookieSet=1
[2] https://www.science.org/content/article/inside-story-how-trumps-covid-19-coordinator-undermined-cdc?cookieSet=1

Top URLs in Tweet in G5:
[4] https://zabuu.site/user/detail/919630981203554304
[2] https://news.livedoor.com/article/detail/21250457/
[2] https://twitter.com/copycryptonft
[2] https://www.eikoh-prize.jp/shopdetail/000000001087/
[2] https://dot.asahi.com/print_image/index.html?photo=2021112400003_2&image=2
[2] https://twitter.com/i/moments/1121988198622568448
[2] https://twitter.com/i/moments/1132969027603578880
[2] https://www.buzzfeed.com/jp/eleanorbate/voldemort-wears-tights-1
[2] https://nlab.itmedia.co.jp/nl/articles/2111/27/news021.html
[2] https://play.google.com/store/apps/details?id=jp.rikuchin7.app.searchstation

Top URLs in Tweet in G6:
[8] https://www.carboncyclescience.us/USCarbonProgamLeadershipAward
[3] https://www.ajc.com/pulse/new-research-highlights-potential-cause-of-parkinsons/2FYRU5SCBFE4TP6GSLOL3CZ2V4/
[3] https://www.cnbc.com/2021/11/28/a-harvard-nutritionist-and-brain-expert-avoids-these-5-foods-that-weaken-memory-and-focus.html
[2] https://www.science.org/content/article/patience-crucial-why-we-won-t-know-weeks-how-dangerous-omicron?cookieSet=1
[1] https://www.science.org/content/article/top-german-geoscientist-fined-after-facing-charges-fraudulent-expense-claims
[1] https://www.science.org/content/article/how-jerboa-got-its-enormous-feet?cookieSet=1
[1] https://www.science.org/content/article/news-glance-missing-clinical-trial-results-quantum-computing-milestone-free-peer-review
[1] https://www.science.org/content/article/how-one-society-rebounded-worst-year-be-alive?cookieSet=1
[1] https://www.science.org/content/article/particle-drag-race-leads-most-precise-estimate-yet-proton-s-mass
[1] https://www.science.org/content/article/drone-has-legs-watch-flying-robot-perch-branches-catch-tennis-ball-midair

Top URLs in Tweet in G8:
[1] https://twitter.com/glinch72/status/1430436803824214018?t=_nkwawtP-bE1SW7gV8scTg&s=19
[1] https://twitter.com/glinch72/status/1434571307534983168?t=Y57j_H_NwXctCwpsHsQlvQ&s=19
[1] https://twitter.com/glinch72/status/1425318810475798528?t=Y57j_H_NwXctCwpsHsQlvQ&s=19
[1] https://www.aaas.org/sites/default/files/1021climate_letter1.pdf

Top Domains
Top Domains in Tweet in Entire Graph:
[269] science.org
[166] twitter.com
[73] aaas.org
[18] sbfprize.org
[17] zoom.us
[17] acog.org
[15] co.jp
[15] youtube.com
[10] sciencemag.org
[8] fashion-press.net

Top Domains in Tweet in G1:
[1] tulsaworld.com

Top Domains in Tweet in G3:
[48] science.org
[42] aaas.org
[24] twitter.com
[18] sbfprize.org
[15] zoom.us
[6] ifthencollection.org
[4] sciencereligiondialogue.org
[4] youtube.com
[3] amstat.org
[2] gatech.edu

Top Domains in Tweet in G4:
[96] science.org
[44] twitter.com
[9] aaas.org
[4] linkedin.com
[2] jaas.group
[2] calstatela.edu
[2] co.jp
[2] eurekalert.org
[2] shareaholic.com
[1] ways2rock.com

Top Domains in Tweet in G5:
[17] twitter.com
[8] fashion-press.net
[6] shindanmaker.com
[5] co.jp
[4] zabuu.site
[4] livedoor.com
[3] dora-world.com
[2] eikoh-prize.jp
[2] asahi.com
[2] buzzfeed.com

Top Domains in Tweet in G6:
[16] science.org
[8] carboncyclescience.us
[7] nature.com
[4] sciencemag.org
[4] youtube.com
[3] twitter.com
[3] ajc.com
[3] cnbc.com
[2] co.uk
[1] capeandislands.org

Top Domains in Tweet in G8:
[3] twitter.com
[1] aaas.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[53] sevimkalyoncu
[50] decemberdialogues
[46] aaas
[38] scicomm
[35] givingtuesday
[33] rt
[26] stem
[26] scipol
[24] covid19
[24] originofcovid



Top Hashtags in Tweet in G1:
[1] bts
[1] deals
[1] discounts
[1] coupons

Top Hashtags in Tweet in G3:
[53] sevimkalyoncu
[49] decemberdialogues
[33] givingtuesday
[33] rt
[29] scicomm
[25] stem
[23] originofcovid
[17] comiccon
[17] nature
[15] phd

Top Hashtags in Tweet in G4:
[4] freeiphone13
[3] stinky
[3] laundry
[2] covid
[1] thismorning
[1] الهلال
[1] الهلال_بوهانغ
[1] tenlee
[1] nct_universe
[1] analytics

Top Hashtags in Tweet in G5:
[6] shindanmaker
[6] ドラえもん
[6] ピザハット
[4] 殺伐としたtlに突然意味わからない画像を叩きつける
[4] nintendoswitch
[4] メイドインアビス
[4] いいにくいことをいう日
[4] びあマ北千住
[4] 漫画が読めるハッシュタグ
[3] zabuu

Top Hashtags in Tweet in G6:
[11] aaas
[8] scipol
[7] rri
[6] scicomm
[6] womeninstem
[6] mentalhealth
[5] phd
[4] stemtoo
[4] phdchat
[3] postdoc

Top Hashtags in Tweet in G8:
[1] originofcovid

Top Hashtags in Tweet in G9:
[1] bts
[1] butter

Top Words
Top Words in Tweet in Entire Graph:
[5878] ptd
[5793] 12
[5681] pm
[4982] aaas
[4435] 11
[3975] 29
[3903] 30
[3858] bts
[2382] year
[2201] 28

Top Words in Tweet in G1:
[5598] pm
[5429] 12
[5400] ptd
[4037] 11
[3665] 30
[3659] bts
[3651] 29
[1918] kst
[1916] schedule
[1916] 28

Top Words in Tweet in G2:
[2320] year
[1161] aaas
[1160] one
[1160] ago
[1160] today
[1160] treasure
[1160] won
[1160] first
[1160] rookie
[1160] award

Top Words in Tweet in G3:
[312] aaas
[83] science
[75] join
[71] nature
[71] wildandincolor
[70] aaas_doser
[55] greenmuslims
[53] kinship
[53] #sevimkalyoncu
[51] belonging

Top Words in Tweet in G4:
[432] aaas
[113] science
[55] know
[51] omicron
[47] 12
[45] weeks
[45] dangerous
[40] patience
[32] crucial'
[29] pm

Top Words in Tweet in G5:
[106] taki_aaas
[34] suzu_ekm
[27] snowliners19
[22] s_amphi
[10] 11
[10] mochi2rabbit
[10] 12
[9] co
[9] ω
[8] え

Top Words in Tweet in G6:
[44] braincures
[43] academicparity
[40] aaas
[35] proftimnoakes
[34] drumeshprabhu
[30] resfortnight
[29] dsweeneyuk
[29] melaniewelham
[29] ianwcampbell
[26] do_kinder

Top Words in Tweet in G7:
[321] momo
[321] jihyo
[321] during
[321] 2020
[321] aaas
[321] made
[321] lose
[321] minds
[320] hourlymohyo

Top Words in Tweet in G8:
[7] robert76907841
[6] ericwil06256732
[6] twtthisisnow
[5] fillmorewhite
[5] tomwhatsoever
[5] paulatbillabong
[5] s_d_mannix
[5] johndublin10
[5] aaas
[4] flyonthewall182

Top Words in Tweet in G9:
[415] ptd
[276] 29
[276] 11
[273] ở
[144] 12
[143] 30
[141] bts
[139] 10h
[138] 28
[136] lịch

Top Words in Tweet in G10:
[113] aaas
[112] ten
[112] nov
[112] 28
[112] 2020
[111] tenleesource

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3684] ptd,12
[3679] 29,ptd
[3527] 30,pm
[3520] 12,30
[2108] pm,11
[2081] 28,29
[1933] 11,28
[1927] bts,schedule
[1927] kst,11
[1926] schedule,kst

Top Word Pairs in Tweet in G1:
[3658] ptd,12
[3651] 29,ptd
[3488] 12,30
[3488] 30,pm
[2098] pm,11
[1916] bts,schedule
[1916] schedule,kst
[1916] kst,11
[1915] 11,28
[1914] 28,29

Top Word Pairs in Tweet in G2:
[1160] one,year
[1160] year,ago
[1160] ago,today
[1160] today,treasure
[1160] treasure,won
[1160] won,first
[1160] first,rookie
[1160] rookie,year
[1160] year,award
[1160] award,aaas

Top Word Pairs in Tweet in G3:
[51] belonging,kinship
[46] wildandincolor,#sevimkalyoncu
[45] kinship,nature
[41] #sevimkalyoncu,greenmuslims
[33] #rt,aaas
[27] sociologist,rashawn
[27] rashawn,ray
[23] recover,turkey
[23] turkey,overload
[23] overload,consider

Top Word Pairs in Tweet in G4:
[101] science,aaas
[45] know,weeks
[45] weeks,dangerous
[45] dangerous,omicron
[44] omicron,science
[32] crucial',know
[28] patience,crucial'
[16] feel,loved
[16] loved,give
[16] give,three

Top Word Pairs in Tweet in G5:
[7] snowliners19,s_amphi
[7] taki_aaas,s_amphi
[6] 2021年12月2日,1時58分頃
[6] 1時58分頃,茨城県南部を震源とする地震がありました
[4] #ピザハット,black
[4] black,hut
[4] hut,friday
[4] friday,フォロー
[4] フォロー,rtキャンペーン
[4] rtキャンペーン,抽選で20名様に

Top Word Pairs in Tweet in G6:
[29] resfortnight,dsweeneyuk
[29] melaniewelham,ianwcampbell
[24] drumeshprabhu,laura_corbeth
[24] laura_corbeth,resfortnight
[20] academicparity,drumeshprabhu
[17] dsweeneyuk,stevenhill
[17] stevenhill,melaniewelham
[15] ianwcampbell,m_heffernan
[15] m_heffernan,reddit
[14] kkgonza,500womensci

Top Word Pairs in Tweet in G7:
[321] momo,jihyo
[321] jihyo,during
[321] during,2020
[321] 2020,aaas
[321] aaas,made
[321] made,lose
[321] lose,minds
[320] hourlymohyo,momo

Top Word Pairs in Tweet in G8:
[5] fillmorewhite,tomwhatsoever
[5] tomwhatsoever,paulatbillabong
[5] paulatbillabong,s_d_mannix
[5] s_d_mannix,twtthisisnow
[4] glinch72,ericwil06256732
[4] ericwil06256732,fillmorewhite
[4] twtthisisnow,robert76907841
[3] 0sundance,glinch72
[3] robert76907841,anvndar
[2] anvndarnamn5,climatehope2

Top Word Pairs in Tweet in G9:
[273] ptd,ở
[272] 29,11
[272] 11,ptd
[139] 10h,30
[139] 12,ptd
[138] 28,29
[138] ở,10h
[136] lịch,trình
[136] trình,sắp
[136] sắp,tới

Top Word Pairs in Tweet in G10:
[112] ten,aaas
[112] aaas,nov
[112] nov,28
[112] 28,2020
[111] tenleesource,ten

Top Replied-To
Top Replied-To in Entire Graph:
@taki_aaas
@aaas_kshs
@snowliners19
@suzu_ekm
@finminindia
@biggboss
@aaas_t
@minnie_aaas
@ourktv
@academicparity

Top Replied-To in G1:
@bts_twt
@kakikookie08
@modooborahae

Top Replied-To in G3:
@ayjchan
@aaas
@aaassubaruprize
@sociologistray
@harishseshadri2
@dralexpiquero
@uwmadison
@ashleypodhrads1
@drericding
@kansans4science

Top Replied-To in G5:
@taki_aaas
@snowliners19
@suzu_ekm
@gamaekimemo
@ak__n2
@s_amphi
@eki16g_syrup
@ron_tabizuki
@karakusa8250
@spacemanvipex

Top Replied-To in G6:
@academicparity
@do_kinder
@braincures
@minionpostdoc
@dorothysuskind
@jeremymberg
@ajackiehunter
@sflennon
@drumeshprabhu
@morimahmoudi

Top Replied-To in G8:
@paul204731131
@ericwil06256732
@glinch72
@fchecker76
@amcelha3
@swedtraders

Top Mentioned
Top Mentioned in Entire Graph:
@modooborahae
@iksanpjw
@hourlymohyo
@aaas
@latelateshow
@thanh01112002
@tenleesource
@unangbangkay
@aaas_doser
@wildandincolor

Top Mentioned in G1:
@modooborahae
@latelateshow
@bts_twt
@carolinejudy5
@ladykore_fm
@lpiedpipers

Top Mentioned in G2:
@iksanpjw
@modooborahae

Top Mentioned in G3:
@aaas
@aaas_doser
@wildandincolor
@greenmuslims
@sciencemagazine
@ifthenshecan
@aaassubaruprize
@sociologistray
@ayjchan
@aaasmassmedia

Top Mentioned in G4:
@kiltronxenviro
@briandavidearp
@anexinet
@eillumenatus
@moukwa
@reportadigital

Top Mentioned in G5:
@s_amphi
@suzu_ekm
@taki_aaas
@mochi2rabbit
@pizza_hut_japan
@fashionpressnet
@un_nerv
@inunokagayaki
@jkun_temple
@ekimemo

Top Mentioned in G6:
@braincures
@proftimnoakes
@academicparity
@drumeshprabhu
@aaas
@resfortnight
@dsweeneyuk
@melaniewelham
@ianwcampbell
@laura_corbeth

Top Mentioned in G7:
@hourlymohyo

Top Mentioned in G8:
@robert76907841
@twtthisisnow
@fillmorewhite
@tomwhatsoever
@paulatbillabong
@s_d_mannix
@johndublin10
@ericwil06256732
@flyonthewall182
@brknman

Top Mentioned in G9:
@thanh01112002
@modooborahae
@bts_twt

Top Mentioned in G10:
@tenleesource

Top Tweeters
Top Tweeters in Entire Graph:
@pizza_hut_japan
@robinsnewswire
@ecodaren
@s9tmt
@greynblues
@matiere
@shopeeid
@inabster
@yarosisnancy
@gojira007x

Top Tweeters in G1:
@robinsnewswire
@greynblues
@fernb2uty
@linnie_myname
@aomderrr
@eangaoeyyy
@f286574b78ae424
@jeanettacsheehy
@bumkth_lovely
@winterkookook

Top Tweeters in G2:
@wploysaii
@kyuu_sahi
@bbxppp
@suwanida45
@annisaraqiah
@ahcha_maya11
@ichwarfreud
@michellensm
@yoshi_icetiger
@itsmewillotski

Top Tweeters in G3:
@denniskoch10
@brontyman
@estarianne
@el_pais
@walkerdl
@abcnews
@blerdmommy
@nbcnews
@cbsnews
@crawlieswithcri

Top Tweeters in G4:
@ecodaren
@f_k_t_
@drpatfarrell
@yslshua
@setrategi
@nickingcole
@longgoneblond
@archaeologist03
@merlotvine
@dontfactsmatter

Top Tweeters in G5:
@pizza_hut_japan
@wasaist
@mintpotato
@karakusa8250
@samex_1u2y
@renten_nf
@johannes_rail
@livedoornews
@wintergneral
@abu0705

Top Tweeters in G6:
@ligayaloyola
@jfsebastian146
@googleexpertuk
@nicochan33
@anas_erindra
@terryelaineh1
@drumeshprabhu
@botfemale
@darrenculbreath
@msdarcyfarrow

Top Tweeters in G7:
@chilling99dec
@momoriniel
@crmsskhyo
@michalinnn
@maitaponseica28
@luvlytxntm
@twicee2129
@yeonw1717
@dhiasohee
@edenthemusic

Top Tweeters in G8:
@1tsakeeper
@swedtraders
@friendsoscience
@robmeekel
@oscarswild1
@ansgartodinson
@asinister
@the_ouroboros__
@geraldkutney
@chimera414

Top Tweeters in G9:
@vanvypjm1310
@huynhduyen9502
@chiesoo_tw
@bangtanmer07
@camenieo
@vkthu_1647
@nganjhs
@hannie07er_
@babii__nminh
@hasiwon01

Top Tweeters in G10:
@kyrazyyy
@n92noey_
@khunyammi
@pawarisa_chacha
@zikano129
@suhtenx
@allof1981
@nnnn_n037
@ten2702_
@juistheju


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