aaas, Twitter, 11/17/2022 8:03:48 AM, 284628


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aaas_2022-11-16_23-02-08.xlsx
aaas_2022-11-16_23-02-08.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 17, 2022
Short Description:
aaas via NodeXL https://bit.ly/3TK0XLF
@aaas
@taki_aaas
@heatherbe7
@b0tsci
@braincures
@aaaskavli
@aaas_stpf
@aaas_seachange
@scidip
@drishtiethics

Top hashtags:
#aaas
#scipol
#rt
#makingourcase
#sciencediplomacy
#ずから
#ハムスター
#science
#seyfer

Description:
Description
The graph represents a network of 563 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, 17 November 2022 at 07:02 UTC.

The requested start date was Thursday, 17 November 2022 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 1-day, 1-hour, 56-minute period from Thursday, 03 November 2022 at 01:06 UTC to Friday, 04 November 2022 at 03:02 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 : 563
Unique Edges : 543
Edges With Duplicates : 619
Total Edges : 1162
Number of Edge Types : 5
Retweet : 245
MentionsInRetweet : 351
Replies to : 113
Tweet : 196
Mentions : 257
Self-Loops : 197
Reciprocated Vertex Pair Ratio : 0.0443740095087163
Reciprocated Edge Ratio : 0.0849772382397572
Connected Components : 125
Single-Vertex Connected Components : 53
Maximum Vertices in a Connected Component : 152
Maximum Edges in a Connected Component : 454
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.856497
Graph Density : 0.00208276707774189
Modularity : 0.54675
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 563 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, 17 November 2022 at 07:02 UTC.

The requested start date was Thursday, 17 November 2022 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 1-day, 1-hour, 56-minute period from Thursday, 03 November 2022 at 01:06 UTC to Friday, 04 November 2022 at 03:02 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:
[8] https://www.science.org/content/article/loss-viking-era-herring-may-be-warning-today-s-fishers
[3] https://www.aaas-iuse.org/leveraging-institutional-data/
[3] https://fal.cn/3tin8
[3] https://buff.ly/3Ukwjt5
[3] https://engage.aaas.org/3UedgR3
[2] https://nazology.net/archives/117102
[2] https://jp.rohto.com/c3/promotion/premium-fit/?utm_source=twitter&utm_medium=display&utm_content=04&utm_campaign=c3premiumfit2210
[2] https://weathernews.jp/s/topics/202211/030155/
[2] https://www.nikkei.com/article/DGXZQOUC24AXU0U2A021C2000000/?n_cid=SNSTWT&n_tw=1667334628
[2] https://fal.cn/3tjdA

Top URLs in Tweet in G1:
[2] https://www.nikkei.com/article/DGXZQOUC24AXU0U2A021C2000000/?n_cid=SNSTWT&n_tw=1667334628
[2] https://weathernews.jp/s/topics/202211/030155/
[2] https://jp.rohto.com/c3/promotion/premium-fit/?utm_source=twitter&utm_medium=display&utm_content=04&utm_campaign=c3premiumfit2210
[2] https://nazology.net/archives/117102
[1] https://www.mottohomete.net/taki_aaas
[1] https://twitter.com/moti_37/status/1588007252723527681
[1] https://twitter.com/ginmaku_dx/status/1370588415100547072
[1] https://twitter.com/zosbrigade/status/1587988897879166976

Top URLs in Tweet in G2:
[3] https://fal.cn/3tin8
[2] https://fal.cn/3tiJd
[2] https://fal.cn/3tjdA
[2] https://fal.cn/3thvR
[1] https://fal.cn/3tgD6
[1] https://fal.cn/3tj0V
[1] https://twitter.com/aaas/status/1587852067535814659
[1] https://twitter.com/SciTechDiploHub/status/1587926981588684800
[1] https://www.aaas.org/news/papahanaumokuakeas-marine-protections-benefit-regions-tuna-fishery?utm_label=&utm_medium=twitter&utm_source=social&utm_campaign=AAAS
[1] https://twitter.com/SciTechDiploHub/status/1587926957597097984

Top URLs in Tweet in G3:
[1] https://www.science.org/content/article/suspicions-grow-nanoparticles-pfizer-s-covid-19-vaccine-trigger-rare-allergic-reactions?cookieSet=1
[1] https://www.science.org/content/article/huge-relief-brazilian-scientific-community-after-lula-s-win
[1] https://www.science.org/content/article/unusual-malaria-outbreak-tied-invasive-mosquito
[1] https://twitter.com/CR_Simoneau/status/1587908832856272896
[1] https://www.science.org/content/article/just-madness-concerned-scientists-lobby-save-space-station-s-forest-mapping-laser
[1] https://www.zikzuk.com/
[1] https://twitter.com/nordw51/status/1588085295194554368
[1] https://buff.ly/3aQqxOY
[1] https://www.science.org/content/article/swarming-bees-stir-their-own-electric-fields
[1] https://www.aaas.org/events/case-post-election-workshop-virtual

Top URLs in Tweet in G4:
[3] https://engage.aaas.org/3UedgR3
[1] https://www.aaas.org/news/50th-class-aaas-st-policy-fellows-embarks-upon-year-service?mkt_tok=NjQ5LUlPUS04MzAAAAGHLtm_v-RpgbwtoS3ipoVzpDhdJ2t7DyupVzs9WjxcC7fcLeJ-9UP0Tz4RLi5yqoZO0RUABv82OptulHJqbMYsH-FULL3JAKLnLb7S_ab0
[1] https://twitter.com/courtneyleahill/status/1588235134901297153
[1] https://workforcenow.adp.com/mascsr/default/mdf/recruitment/recruitment.html?cid=0097f8b0-d7fc-4ca4-a65d-8e1424c01e16&ccId=19000101_000001&type=MP&lang=en_US
[1] https://twitter.com/AAAS_STPF/status/1584959496438353944
[1] https://twitter.com/AAAS_GR/status/1587791662654291969
[1] https://www.aaas.org/programs/r-d-budget-and-policy/historical-rd-data
[1] https://www.scipolnetwork.org/nspn?recordId=recUmswNvkGg6FMzO
[1] https://twitter.com/SciPolNetwork/status/1585300876947759106

Top URLs in Tweet in G6:
[1] https://twitter.com/messages/compose?recipient_id=1153549213
[1] https://twitter.com/messages/compose?recipient_id=1276994712
[1] https://twitter.com/messages/compose?recipient_id=2385321348

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[11] aaas
[10] scipol
[8] rt
[7] makingourcase
[7] sciencediplomacy
[4] ずから
[4] ハムスター
[4] science
[3] seyfer
[3] afrasaraã§oäÿlu



Top Hashtags in Tweet in G1:
[4] ずから
[4] ハムスター
[2] 本物に見えãÿらrt
[2] 毞月8日はバーãƒÿヤンの日
[2] かなまら祭
[2] かなまら祭市
[2] ウマ娘
[2] 再枲
[2] pr
[2] ロート製薬

Top Hashtags in Tweet in G2:
[8] rt
[6] sciencediplomacy
[2] agep2022
[2] transatlanticscidip
[2] barcelona
[2] american
[2] science
[1] decemberdialogues
[1] gender
[1] sexuality

Top Hashtags in Tweet in G3:
[6] aaas
[2] etsy
[2] no
[2] gemstone
[2] opal
[2] monarchopalcabs
[2] starlinggemstone
[2] monarchopal
[1] bfm
[1] business

Top Hashtags in Tweet in G4:
[10] scipol
[7] makingourcase
[1] stpf50th
[1] scipoljobs
[1] scicomm
[1] sciencediplomacy
[1] barcelona
[1] womeninscipol
[1] scidip
[1] womeninscidip

Top Words
Top Words in Tweet in Entire Graph:
[646] ãƒ
[420] æ
[322] ø
[282] aaas
[265] ç
[264] ù
[226] ϋ
[219] ÿã
[160] šã
[156] ªã

Top Words in Tweet in G1:
[346] ãƒ
[245] æ
[179] ç
[152] ÿã
[147] ϋ
[122] ªã
[89] šã
[63] ˆã
[48] ċ
[36] æœ

Top Words in Tweet in G2:
[67] aaas
[16] cuba
[13] sudipsparikh
[12] science
[11] last
[11] week
[9] talk
[9] president
[8] understanding
[8] updated

Top Words in Tweet in G3:
[49] ø
[38] ù
[38] aaas
[21] ãƒ
[18] æ
[18] science
[10] ç
[9] ˆã
[6] #aaas
[6] ùˆù

Top Words in Tweet in G4:
[14] aaas
[12] aaas_stpf
[11] workshop
[10] #scipol
[9] thenaeng
[9] statedept
[8] courtneyleahill
[8] join
[8] iris_epo
[7] nov

Top Words in Tweet in G5:
[29] aaas
[26] asian
[25] grad
[25] student
[25] american
[25] anthonyocampo
[25] paper
[24] social
[24] science
[22] committee

Top Words in Tweet in G6:
[55] æ
[34] ãƒ
[26] ϋ
[26] ç
[24] minnie_aaas
[24] šã
[22] ÿã
[16] ªã
[15] ˆã
[14] žã

Top Words in Tweet in G7:
[2] ƒðÿ

Top Words in Tweet in G9:
[20] 11
[11] join
[11] aaas
[10] lauraheathstout
[10] castac
[10] lecture
[10] without
[10] nothing
[10] 22
[10] 2022

Top Words in Tweet in G10:
[10] kauffman
[10] smith
[10] marta
[10] prof
[10] celebrating
[10] aaas
[10] appt
[10] inaugural
[10] leading
[10] 78

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[364] ãƒ,ãƒ
[134] ø,ù
[114] ø,ø
[113] ù,ø
[78] ù,ù
[47] æ,æ
[37] ç,æ
[34] social,science
[31] æ,ç
[29] æ,œã

Top Word Pairs in Tweet in G1:
[176] ãƒ,ãƒ
[30] æ,æ
[29] ç,æ
[26] æ,œã
[20] ÿã,æ
[18] ˆã,ÿã
[17] ϋ,؋
[16] ÿã,ç
[15] æ,ç
[15] ç,ç

Top Word Pairs in Tweet in G2:
[8] updated,memorandum
[8] #rt,aaas
[8] leadership,signed
[8] last,week
[8] memorandum,understanding
[8] week,aaas
[8] signed,updated
[8] ciencias_cuba,havana
[8] havana,cuba
[8] aaas,leadership

Top Word Pairs in Tweet in G3:
[19] ø,ø
[18] ø,ù
[15] ù,ø
[12] science,aaas
[12] ãƒ,ãƒ
[10] ù,ù
[6] æ,ãƒ
[4] æµ,æ
[4] ãƒ,ç
[4] ˆã,æ

Top Word Pairs in Tweet in G4:
[6] thenaeng,statedept
[6] statedept,aaas_stpf
[6] courtneyleahill,thenaeng
[5] nov,14
[5] its_sedimentary,jrsweet19
[5] theagu,kaseyaderhold
[5] geoginger,its_sedimentary
[5] jrsweet19,seismoman
[5] kaseyaderhold,geoginger
[5] seismoman,geophysichick

Top Word Pairs in Tweet in G5:
[25] student,paper
[25] asian,american
[25] grad,student
[25] aaas,grad
[24] social,science
[22] american,studies
[22] association,asian
[22] awards,committee
[22] paper,awards
[22] chairing,association

Top Word Pairs in Tweet in G6:
[18] ãƒ,ãƒ
[9] æ,æ
[6] šåº,æ
[5] ˆã,œã
[5] œã,æ
[4] šã,šã
[4] žã,ÿã
[4] æ,ç
[4] æ,ˆã
[4] šè,žã

Top Word Pairs in Tweet in G9:
[10] castac,invited
[10] invited,lecture
[10] 11,22
[10] join,11
[10] lecture,lauraheathstout
[10] lauraheathstout,nothing
[10] aaas,2022
[10] 22,aaas
[10] nothing,without
[10] 2022,castac

Top Word Pairs in Tweet in G10:
[10] smith,inaugural
[10] kauffman,78
[10] celebrating,appt
[10] 78,professorship
[10] faith,smith
[10] professorship,aaas
[10] aaas,leading
[10] inaugural,marta
[10] marta,kauffman
[10] appt,prof

Top Replied-To
Top Replied-To in Entire Graph:
@minnie_aaas
@tag_aaas
@taki_aaas
@courtneyleahill
@k_nzkc
@afraofficialfc
@tradehp
@toriominachi
@303nagara
@ebiekmm

Top Replied-To in G1:
@taki_aaas
@k_nzkc
@ebiekmm
@303nagara
@spacemanvipex
@1256023kisei
@tokishunichi

Top Replied-To in G2:
@drishtiethics
@aaas
@sciencecohen
@mbalter
@aaas_seachange

Top Replied-To in G3:

Top Replied-To in G4:
@courtneyleahill
@drwendyrocks
@drrocks1982
@dr_earthquake

Top Replied-To in G5:
@anthonyocampo

Top Replied-To in G6:
@minnie_aaas

Top Replied-To in G7:
@veda_padma

Top Replied-To in G8:
@erikatcamacho

Top Mentioned
Top Mentioned in Entire Graph:
@aaas
@anthonyocampo
@sudipsparikh
@aaas_stpf
@lauraheathstout
@aaaskavli
@paddingtonf
@thenaeng
@statedept
@castac_aaa

Top Mentioned in G1:
@agpagpagpagpagp
@moti_37
@riceandokaki
@kyata_ti666
@sucle_
@taki_aaas
@dj_flandre
@magnakidkh
@aiichitaro
@1256023kisei

Top Mentioned in G2:
@aaas
@sudipsparikh
@gildabarabino
@ciencias_cuba
@scidip
@aaas_seachange
@montgomery_kj
@travisyork
@aaaskavli

Top Mentioned in G3:

Top Mentioned in G4:
@aaas_stpf
@aaas
@thenaeng
@statedept
@iris_epo
@theagu
@kaseyaderhold
@geoginger
@jrsweet19

Top Mentioned in G5:
@anthonyocampo

Top Mentioned in G7:
@cbrw08
@mayursejpal
@djneel33
@imetaversity
@mgnayak5
@nsbchd
@dc_aryavarta
@lost_human19
@besurataansane
@fltltanoopverma

Top Mentioned in G8:
@awmmath
@latinasinstem
@aliciapl25
@luisleyvaedu
@mathfeed
@thesiamnews
@amermathsoc
@aaas
@hacunews
@professaruiz

Top Mentioned in G9:
@lauraheathstout
@castac_aaa

Top Mentioned in G10:
@paddingtonf

Top Tweeters
Top Tweeters in Entire Graph:
@japan_lawson
@bamiyan_cp
@f_k_t_
@nsbchd
@mgnayak5
@10chf
@besurataansane
@osiwo_ose
@mreldiablo8
@xcloudtimdog

Top Tweeters in G1:
@bamiyan_cp
@10chf
@dj_flandre
@1256023kisei
@303nagara
@taki_aaas
@arrow485
@minoltax700
@mion48585035
@spacemanvipex

Top Tweeters in G2:
@deepgreendesign
@mbalter
@braincures
@do_kinder
@statnews
@theintercept
@sciencecat222
@penn_state
@mariokartdwi
@asu

Top Tweeters in G3:
@f_k_t_
@darrenculbreath
@sprm_25
@patentbuddy
@ianhammar
@kh6jrm
@kathysmith2k7
@rhunold
@paulguinnessy
@aroundtfinwrld_

Top Tweeters in G4:
@b0tsci
@theagu
@statedept
@waterbarnes
@iris_epo
@drwendyrocks
@aguscipolicy
@prince_indrajit
@scinetucs
@usaidmiddleeast

Top Tweeters in G5:
@dihuang
@matt_stefon
@maybeitsceline
@mortabasi
@gh0ulb0ss
@palapid
@redpipil
@anthonyocampo
@silpayamanant
@otbayarea

Top Tweeters in G6:
@osiwo_ose
@the_golden_age9
@2mllre
@akym2580
@_sisbi
@office_dream01
@hfhfh991
@mnmn102401
@97h7ay0mckyhmyz
@goodlad89654423

Top Tweeters in G7:
@nsbchd
@mgnayak5
@besurataansane
@aparbharat
@lost_human19
@mayursejpal
@cbrw08
@abhifour
@wellsaidguru
@fltltanoopverma

Top Tweeters in G8:
@hacunews
@berondam
@mathfeed
@amermathsoc
@latinasinstem
@drgrantempowers
@thesiamnews
@awmmath
@aliciapl25
@luisleyvaedu

Top Tweeters in G9:
@punuckish
@anthrofuentes
@akvbroek
@afleisch_anthro
@lauraheathstout
@beth_reddy
@castac_aaa
@rest_in_prada
@inesweb_org
@gad_aaa

Top Tweeters in G10:
@dorothyk98
@njlightfoot
@womeninhighered
@saintzuri
@sharikacrawfo17
@paddingtonf
@ponca_found
@carmelohman
@shoelessbruno
@doikaytdiva


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