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#osc2018 Twitter NodeXL SNA Map and Report for Tuesday, 13 March 2018 at 14:19 UTC
#osc2018 Twitter NodeXL SNA Map and Report for Tuesday, 13 March 2018 at 14:19 UTC
From:
Digital Space Lab
Uploaded on:
March 13, 2018
Short Description:
#osc2018 via NodeXL http://bit.ly/2tG6dJw
@sjdcc
@sdawsonberlin
@nicebread303
@lfvscience20
@scipublab
@egiglia
@burgelmanjean
@shefw
@openscience
@konradfoerstner

Top hashtags:
#osc2018
#openscience
#openaccess
#oscibar
#opendata
#fairdata
#eosc
#rdm
#fair
#oa

Description:
Description
The graph represents a network of 218 Twitter users whose recent tweets contained "#osc2018", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 5,000 tweets. The network was obtained from Twitter on Tuesday, 13 March 2018 at 14:21 UTC.

The tweets in the network were tweeted over the 10-day, 7-hour, 36-minute period from Saturday, 03 March 2018 at 06:40 UTC to Tuesday, 13 March 2018 at 14:16 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 : 218
Unique Edges : 438
Edges With Duplicates : 412
Total Edges : 850
Number of Edge Types : 3
Mentions : 724
Replies to : 14
Tweet : 112
Self-Loops : 112
Reciprocated Vertex Pair Ratio : 0.0565656565656566
Reciprocated Edge Ratio : 0.107074569789675
Connected Components : 19
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 184
Maximum Edges in a Connected Component : 815
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.955054
Graph Density : 0.0110556800405868
Modularity : 0.314975
NodeXL Version : 1.0.1.394

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[9] https://amnesia.openaire.eu/amnesiaInfo.html
[9] https://twitter.com/SDawsonBerlin/status/973491960592953344
[6] https://www.vsnu.nl/Roadmap-open-access-2018-2020-English/
[4] https://twitter.com/sjDCC/status/973485083133923329
[4] http://blog.scienceopen.com/2018/01/
[4] https://repository.tudelft.nl/islandora/object/uuid:9e9fa82e-06c1-4d0d-9e20-5620259a6c65?collection=research
[3] https://zenodo.org/record/1196772#.WqfB6NW5vIU
[3] https://www.tudelft.nl/en/about-tu-delft/strategy/tu-delft-strategic-framework-2018-2024/
[3] http://replication.uni-goettingen.de/wiki/index.php/Main_Page
[2] https://twitter.com/fosterscience/status/969543278092869639

Top URLs in Tweet in G1:
[4] https://www.vsnu.nl/Roadmap-open-access-2018-2020-English/
[3] https://repository.tudelft.nl/islandora/object/uuid:9e9fa82e-06c1-4d0d-9e20-5620259a6c65?collection=research
[3] https://twitter.com/SDawsonBerlin/status/973491960592953344
[2] https://www.tudelft.nl/en/about-tu-delft/strategy/tu-delft-strategic-framework-2018-2024/
[2] https://amnesia.openaire.eu/amnesiaInfo.html
[2] http://sciencecodemanifesto.org/
[2] https://www.publisso.de/open-access-publizieren/buecher/
[1] https://www.openscience.nl
[1] https://www.tudelft.nl/en/library/current-topics/research-data-management/research-data-management/data-stewardship/
[1] https://www.open-science-conference.eu/speakers2018/

Top URLs in Tweet in G2:
[3] http://blog.scienceopen.com/2018/01/
[2] https://twitter.com/fosterscience/status/969543278092869639
[2] https://zenodo.org/record/1196772#.WqfB6NW5vIU
[2] https://www.scienceopen.com/search#%7B%22context%22%3A%7B%22collection%22%3A%7B%22id%22%3A%22f47c2de5-5c5e-4664-ab69-74fcb25a45ea%22%2C%22kind%22%3A0%7D%2C%22kind%22%3A11%7D%2C%22kind%22%3A77%7D
[1] https://twitter.com/chris_kittel/status/973526549688446977
[1] https://www.open-science-conference.eu/
[1] https://twitter.com/sjDCC/status/973519753154383872
[1] https://amnesia.openaire.eu/amnesiaInfo.html
[1] http://replication.uni-goettingen.de/wiki/index.php/Main_Page
[1] https://figshare.com/articles/Rittman_poster_-_submitted_pdf/5976859

Top URLs in Tweet in G3:
[3] https://twitter.com/sjDCC/status/973485083133923329
[2] https://twitter.com/Guido_Scherp/status/973523492296712192
[1] https://zenodo.org/record/1196772#.WqfB6NW5vIU
[1] https://www.slideshare.net/sjDCC/open-fair-data-and-rdm
[1] https://www.force11.org/group/fairgroup/fairprinciples
[1] https://github.com/DMPRoadmap/roadmap
[1] https://www.vsnu.nl/Roadmap-open-access-2018-2020-English/
[1] https://zenodo.org/record/1120245
[1] https://www.slideshare.net/rrrrrok/renga-a-collaborative-data-science-platform
[1] https://twitter.com/shefw/status/973488250953326592

Top URLs in Tweet in G4:
[5] https://amnesia.openaire.eu/amnesiaInfo.html
[1] https://twitter.com/BrianNosek/status/949756218817630208
[1] https://www.psych.uni-goettingen.de/de/gossip/
[1] https://osf.io/tbkzh/
[1] https://twitter.com/OpenSciRadio/status/970665075555086337
[1] http://www.openscienceradio.org/2018/03/05/osr099-open-science-barcamp-and-conference-2018-oscibar-osc2018-en/

Top URLs in Tweet in G5:
[2] https://twitter.com/lfvscience20/status/973495149463515137
[1] https://twitter.com/shefw/status/973491863683584000
[1] https://amnesia.openaire.eu/amnesiaInfo.html
[1] https://www.vsnu.nl/Roadmap-open-access-2018-2020-English/
[1] https://repository.tudelft.nl/islandora/object/uuid:9e9fa82e-06c1-4d0d-9e20-5620259a6c65?collection=research
[1] https://twitter.com/SDawsonBerlin/status/973491960592953344
[1] https://twitter.com/sjDCC/status/973485083133923329
[1] https://github.com/DMPRoadmap/roadmap
[1] https://www.tudelft.nl/en/about-tu-delft/strategy/tu-delft-strategic-framework-2018-2024/
[1] http://blog.scienceopen.com/2018/01/

Top URLs in Tweet in G6:
[1] https://www.open-science-conference.eu/
[1] https://twitter.com/MOVING_EU/status/969547411654955008
[1] https://bwc.expoplanner.com/index.cfm?do=expomap.sess&event_id=19&session_id=812
[1] http://www.openscienceradio.org/2018/03/05/osr099-open-science-barcamp-and-conference-2018-oscibar-osc2018-en/
[1] https://paper.li/TatNiF/1363965453?edition_id=9beafd30-2127-11e8-ab06-0cc47a0d164b
[1] https://twitter.com/lfvscience20/status/973480051521015808
[1] https://cards.twitter.com/cards/18ce54jaw5e/4m9zf
[1] http://hepyeq.de/film/mollys-game-alles-auf-eine-karte/141835332/
[1] https://twitter.com/guido_scherp/status/973531676679852032

Top URLs in Tweet in G7:
[1] https://opensemanticsearch.org
[1] https://reiner-lemoine-institut.de/open_ego-open-electricity-grid-optimization/

Top URLs in Tweet in G8:
[5] https://twitter.com/SDawsonBerlin/status/973491960592953344

Top URLs in Tweet in G9:
[1] http://www.open-science-conference.eu/
[1] http://replication.uni-goettingen.de/wiki/index.php/Main_Page

Top URLs in Tweet in G10:
[2] https://m.facebook.com/story.php?story_fbid=1601194483268541&id=117203061667698
[1] https://m.facebook.com/story.php?story_fbid=1601092786612044&id=117203061667698

Top Domains
Top Domains in Tweet in Entire Graph:
[39] twitter.com
[9] openaire.eu
[8] scienceopen.com
[8] tudelft.nl
[8] open-science-conference.eu
[6] vsnu.nl
[4] zenodo.org
[4] openscienceradio.org
[4] uni-goettingen.de
[3] facebook.com

Top Domains in Tweet in G1:
[6] tudelft.nl
[4] vsnu.nl
[4] twitter.com
[4] open-science-conference.eu
[2] openaire.eu
[2] sciencecodemanifesto.org
[2] publisso.de
[1] openscience.nl
[1] walls.io
[1] deip.world

Top Domains in Tweet in G2:
[7] twitter.com
[7] scienceopen.com
[2] zenodo.org
[1] open-science-conference.eu
[1] openaire.eu
[1] uni-goettingen.de
[1] figshare.com
[1] wordpress.com
[1] tweetbinder.com

Top Domains in Tweet in G3:
[9] twitter.com
[2] zenodo.org
[2] slideshare.net
[1] force11.org
[1] github.com
[1] vsnu.nl
[1] go-fair.org
[1] forschungsdaten.org
[1] uni-goettingen.de
[1] rfii.de

Top Domains in Tweet in G4:
[5] openaire.eu
[2] twitter.com
[1] uni-goettingen.de
[1] osf.io
[1] openscienceradio.org

Top Domains in Tweet in G5:
[7] twitter.com
[2] tudelft.nl
[1] openaire.eu
[1] vsnu.nl
[1] github.com
[1] scienceopen.com

Top Domains in Tweet in G6:
[4] twitter.com
[1] open-science-conference.eu
[1] expoplanner.com
[1] openscienceradio.org
[1] paper.li
[1] hepyeq.de

Top Domains in Tweet in G7:
[1] opensemanticsearch.org
[1] reiner-lemoine-institut.de

Top Domains in Tweet in G8:
[5] twitter.com

Top Domains in Tweet in G9:
[1] open-science-conference.eu
[1] uni-goettingen.de

Top Domains in Tweet in G10:
[3] facebook.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[481] osc2018
[153] openscience
[52] openaccess
[48] oscibar
[34] opendata
[30] fairdata
[19] eosc
[17] rdm
[17] fair
[10] oa



Top Hashtags in Tweet in G1:
[140] osc2018
[42] openscience
[15] openaccess
[11] eosc
[4] fairdata
[4] fair
[4] oscibar
[3] datamanagement
[2] open
[2] rdm

Top Hashtags in Tweet in G2:
[62] osc2018
[28] openscience
[18] openaccess
[7] preprints
[7] berlin
[7] oa
[4] oscibar
[3] opendata
[3] megajournal
[3] dpgb18

Top Hashtags in Tweet in G3:
[100] osc2018
[39] openscience
[18] opendata
[12] fairdata
[10] rdm
[8] oscibar
[4] openaccess
[3] eosc
[3] datascience
[2] gofair

Top Hashtags in Tweet in G4:
[39] osc2018
[18] oscibar
[2] openscience
[2] fairdata
[1] osr099
[1] podcast
[1] data
[1] opendata

Top Hashtags in Tweet in G5:
[88] osc2018
[31] openscience
[10] fair
[8] fairdata
[8] openaccess
[7] opendata
[4] openness
[3] oscibar
[2] data
[2] dmp

Top Hashtags in Tweet in G6:
[10] osc2018
[2] oscibar
[1] bvbsge
[1] 12von12
[1] mertesacker
[1] spahn
[1] kino
[1] film
[1] letzteworte
[1] sparkassen

Top Hashtags in Tweet in G7:
[5] opensource
[5] research
[5] tools
[5] search
[5] textanalysis
[5] textmining
[5] annotation
[4] osc2018
[3] openscience
[1] nlp

Top Hashtags in Tweet in G8:
[7] osc2018
[2] oa
[1] openaccess

Top Hashtags in Tweet in G9:
[7] osc2018
[6] oscibar
[1] openscience
[1] openaccess
[1] eosc
[1] opendata
[1] fairdata
[1] rdm
[1] rc18
[1] berlin

Top Hashtags in Tweet in G10:
[4] osc2018

Top Words
Top Words in Tweet in Entire Graph:
[401] Words in Sentiment List#1: Positive
[125] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[11399] Non-categorized Words
[11925] Total Words
[485] osc2018
[203] open
[154] openscience
[147] science
[138] data

Top Words in Tweet in G1:
[141] osc2018
[66] open
[42] openscience
[37] science
[33] sjdcc
[31] burgelmanjean
[31] data
[31] conference
[27] 2018
[26] lfvscience20

Top Words in Tweet in G2:
[63] osc2018
[29] openscience
[25] research
[20] sdawsonberlin
[20] data
[18] open
[18] openaccess
[16] scipublab
[15] science
[14] scienceopen

Top Words in Tweet in G3:
[102] osc2018
[41] data
[39] openscience
[39] sjdcc
[38] open
[24] science
[22] more
[18] opendata
[18] wolfram
[15] conference

Top Words in Tweet in G4:
[39] osc2018
[35] open
[29] science
[25] nicebread303
[20] berlin
[18] oscibar
[16] cultural
[15] heading
[15] working
[15] slide

Top Words in Tweet in G5:
[88] osc2018
[33] sjdcc
[31] openscience
[29] data
[23] open
[18] science
[14] wolfram
[14] horstmann
[12] fair
[12] need

Top Words in Tweet in G6:
[10] osc2018
[4] open
[3] science
[2] conference
[2] oscibar
[2] formularen
[2] jones

Top Words in Tweet in G7:
[5] free
[5] opensource
[5] research
[5] tools
[5] tutorials
[5] search
[5] textanalysis
[5] textmining
[5] annotation
[5] large

Top Words in Tweet in G8:
[7] ernestopriego
[7] osc2018
[5] please
[5] relx
[5] group
[5] 'product'
[4] profits
[4] data
[3] profit
[3] banned

Top Words in Tweet in G9:
[16] open
[15] science
[8] berlin
[7] osc2018
[6] fand
[6] gestern
[6] barcamp
[6] oscibar
[6] statt
[6] heute

Top Words in Tweet in G10:
[4] osc2018
[3] mariano_pizzi
[2] sintoniasursv
[2] mira
[2] resumen
[2] mañana
[2] olimpiadas
[2] cuenca
[2] salado
[2] siguiendo

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[125] open,science
[56] wolfram,horstmann
[43] science,conference
[30] sjdcc,osc2018
[30] wvanwezenbeek,osc2018
[26] conference,osc2018
[25] natalia,manola
[24] research,data
[24] osc2018,burgelmanjean
[21] sarah,jones

Top Word Pairs in Tweet in G1:
[33] open,science
[17] science,conference
[16] wolfram,horstmann
[15] wvanwezenbeek,osc2018
[15] european,open
[14] open,access
[13] conference,osc2018
[11] burgelmanjean,announces
[10] announces,european
[10] access,publication

Top Word Pairs in Tweet in G2:
[14] open,science
[9] osc2018,burgelmanjean
[8] openaccess,publications
[6] research,posters
[6] openscience,conference
[6] research,data
[6] burgelmanjean,european
[6] european,openaccess
[6] publications,platform
[6] platform,launch

Top Word Pairs in Tweet in G3:
[21] open,science
[15] wolfram,horstmann
[11] sjdcc,osc2018
[10] science,conference
[10] openscience,osc2018
[8] conference,berlin
[8] opendata,fairdata
[6] berlin,today
[6] today,osc2018
[6] osc2018,speaking

Top Word Pairs in Tweet in G4:
[25] open,science
[15] heading,osc2018
[15] osc2018,oscibar
[15] oscibar,berlin
[15] berlin,working
[15] working,slide
[15] slide,achieve
[15] achieve,cultural
[15] cultural,change
[15] change,towards

Top Word Pairs in Tweet in G5:
[14] wolfram,horstmann
[12] sjdcc,osc2018
[11] open,science
[10] natalia,manola
[9] wvanwezenbeek,osc2018
[7] osc2018,openscience
[6] data,management
[5] tool,osc2018
[5] talk,sjdcc
[5] jc,burgelman

Top Word Pairs in Tweet in G6:
[3] open,science
[2] osc2018,open
[2] oscibar,osc2018

Top Word Pairs in Tweet in G7:
[5] free,opensource
[5] opensource,research
[5] research,tools
[5] tools,tutorials
[5] tutorials,search
[5] search,textanalysis
[5] textanalysis,textmining
[5] textmining,annotation
[5] annotation,large
[5] large,document

Top Word Pairs in Tweet in G8:
[5] please,relx
[5] relx,group
[5] group,'product'
[5] 'product',osc2018
[4] ernestopriego,please
[3] profits,banned
[3] banned,tendering
[3] tendering,publicly
[3] publicly,funded
[3] funded,research

Top Word Pairs in Tweet in G9:
[15] open,science
[6] berlin,fand
[6] fand,gestern
[6] gestern,open
[6] science,barcamp
[6] barcamp,oscibar
[6] oscibar,statt
[6] statt,heute
[6] heute,geht
[6] geht,internationalen

Top Word Pairs in Tweet in G10:
[2] sintoniasursv,osc2018
[2] osc2018,mira
[2] mira,resumen
[2] resumen,mañana
[2] mañana,olimpiadas
[2] olimpiadas,cuenca
[2] cuenca,salado
[2] salado,siguiendo
[2] siguiendo,san
[2] san,vivente

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@sjdcc
@burgelmanjean
@lfvscience20
@sdawsonberlin
@nicebread303
@wvanwezenbeek
@konradfoerstner
@openaire_eu
@shefw
@scipublab

Top Mentioned in G1:
@sjdcc
@burgelmanjean
@lfvscience20
@konradfoerstner
@wvanwezenbeek
@sdawsonberlin
@georg_schuette
@karelluyben
@guido_scherp
@dekkerbalkbrug

Top Mentioned in G2:
@sdawsonberlin
@scipublab
@burgelmanjean
@lfvscience20
@science_open
@sjdcc
@martynrittman
@preprints_org
@openaire_eu
@georg_schuette

Top Mentioned in G3:
@sjdcc
@shefw
@dekkerbalkbrug
@openaire_eu
@amphipodana
@helenebrinken
@konradfoerstner
@burgelmanjean
@lfvscience20
@wvanwezenbeek

Top Mentioned in G4:
@nicebread303
@sjdcc
@opensciradio
@lfvscience20
@scipublab
@science_open
@riojournal
@briannosek
@guido_scherp
@dekkerbalkbrug

Top Mentioned in G5:
@sjdcc
@openaire_eu
@sdawsonberlin
@wvanwezenbeek
@shefw
@burgelmanjean
@guido_scherp
@ilariaefava
@projectopenup
@bschmid1

Top Mentioned in G7:
@opensemsearch
@ludwighuelk
@rl_institut
@sjdcc

Top Mentioned in G8:
@ernestopriego
@sdawsonberlin

Top Mentioned in G9:
@zbw_mediatalk
@lfvscience20
@burgelmanjean
@shefw
@konradfoerstner
@thiaru
@sjdcc

Top Mentioned in G10:
@mariano_pizzi
@sintoniasursv
@eactivasport
@gabrielgeronimo
@melberardiok

Top Tweeters
Top Tweeters in Entire Graph:
@zeitungamade
@ernestopriego
@annettestr
@craigbob99
@egonwillighagen
@mediat_de
@_open_science_
@cantavest
@oatp
@txescu

Top Tweeters in G1:
@egonwillighagen
@rosegwhite
@opl_tante
@mariadelcuy
@tudelft
@jeroenson
@smllmp
@konradfoerstner
@lfvscience20
@devsnu

Top Tweeters in G2:
@science_open
@hedgielib
@sdawsonberlin
@ifrank
@uclpress
@scipublab
@plantevolution
@brusisceddu
@ametodico
@irynakuchma

Top Tweeters in G3:
@annettestr
@craigbob99
@_open_science_
@cjmata
@evomri
@mvkennelly
@rmounce
@suelibrarian
@mozilla
@msphelps

Top Tweeters in G4:
@txescu
@sennoma
@chpietsch
@aidanbudd
@research_tim
@hansijzerman
@mrchristian99
@annemscheel
@seriousstats
@briannosek

Top Tweeters in G5:
@egiglia
@ignasi
@schallierw
@openaire_eu
@munozpalma
@heatherstaines
@projectopenup
@oaforclimate
@mercecrosas
@bschmid1

Top Tweeters in G6:
@oatp
@t_s_institute
@tatnif
@pedroprincipe
@feedthelaporte
@buxton83
@hepyeqde
@opensci_mooc
@firefightersafe
@tanjazdolsek

Top Tweeters in G7:
@openscience
@julienfumey
@m_mandalka
@ddj_tools
@rl_institut
@opensemsearch
@ludwighuelk

Top Tweeters in G8:
@ernestopriego
@cantavest
@lgatt0
@yvonnenobis
@jyrki_ilva
@moananddrone

Top Tweeters in G9:
@zbw_mediatalk
@martinaemke
@tibhannover
@zeitschrift_wd
@tanjamb
@d_siegfried

Top Tweeters in G10:
@melberardiok
@sintoniasursv
@mariano_pizzi
@gabrielgeronimo
@candebarciocco
@eactivasport


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