NodeXL Graph Gallery: Interactive Graph


Donate to the Social Media Research Foundation's NodeXL development fund

#openinnovation Twitter NodeXL SNA Map and Report for Sunday, 07 August 2022 at 18:54 UTC (experimental version)
NOTE: This version of the graph is not available with the browser you are using. A more recent version of the browser is required.
Zoom in Zoom out Reset the graph
Go to the graph's main page

From:
marc_smith
Uploaded on:
August 07, 2022
Short Description:
#openinnovation via NodeXL https://bit.ly/3zG03Yy
@bogers
@aomconnect
@economyup
@agradziwon
@aonetti
@zeroco2_
@aom_tim
@marc_smith
@khoelzle
@fesauerbronn

Top hashtags:
#openinnovation
#innovation
#aom2022
#crowdsourcing
#startup
#cleantech
#climatesolution

Description:
Description
The graph represents a network of 266 Twitter users whose recent tweets contained "#openinnovation", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 07 August 2022 at 18:55 UTC.

The tweets in the network were tweeted over the 9-day, 22-hour, 43-minute period from Thursday, 28 July 2022 at 19:59 UTC to Sunday, 07 August 2022 at 18:42 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 : 266
Unique Edges : 384
Edges With Duplicates : 124
Total Edges : 508
Number of Edge Types : 5
Retweet : 112
MentionsInRetweet : 191
Mentions : 129
Tweet : 75
Replies to : 1
Self-Loops : 76
Reciprocated Vertex Pair Ratio : 0.0348525469168901
Reciprocated Edge Ratio : 0.0673575129533679
Connected Components : 66
Single-Vertex Connected Components : 30
Maximum Vertices in a Connected Component : 42
Maximum Edges in a Connected Component : 104
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.05725
Graph Density : 0.00547595403603348
Modularity : 0.721545
NodeXL Version : 1.0.1.449
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279854
Data Import : The graph represents a network of 266 Twitter users whose recent tweets contained "#openinnovation", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 07 August 2022 at 18:55 UTC.

The tweets in the network were tweeted over the 9-day, 22-hour, 43-minute period from Thursday, 28 July 2022 at 19:59 UTC to Sunday, 07 August 2022 at 18:42 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 : TwitterSearch
Graph Term : #openinnovation
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[8] https://www.linkedin.com/pulse/social-media-atanas-g-atanasov/
[6] https://twitter.com/USGSA/status/1554905001230745601
[5] https://www.maddyness.com/2022/07/26/bonnes-raisons-equipe-open-innovation/
[4] https://www.youtube.com/watch?v=uB16OBTF-jQ&utm_content=214696362&utm_medium=social&utm_source=twitter&hss_channel=tw-1517093166180352000

[4] https://www.startus-insights.com/innovators-guide/crises-accelerate-innovation/
[4] https://mindthebridge.com/open-innovation-readiness-index-for-smau/
[4] https://dialog.lbg.ac.at/-optin-form/30049/9/X9TWS
[4] https://ambiental.puertobahiablanca.com/
[4] https://www.youtube.com/watch?v=orUn1jMxgZ4

[4] https://mindthebridge.com/open-innovation-tech-mahindra-shaping-future-in-india/

Top URLs in Tweet in G1:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279853
[1] https://twitter.com/marc_smith/status/1556345647363543040
[1] https://twitter.com/Bogers/status/1555950195443204097

Top URLs in Tweet in G2:
[4] https://www.startus-insights.com/innovators-guide/crises-accelerate-innovation/
[1] https://fsinnova.fsitaliane.it/TuttelestradepartonodaRoma
[1] https://twitter.com/fsitaliane/status/1531619751503577088
[1] https://www.tolksdorf.digital/
[1] https://www.tolksdorf.digital/digital-engineering-und-projekte-zur-digitalisierung
[1] https://www.linkedin.com/feed/update/urn:li:share:6958747094018838528
[1] https://spremutedigitali.com/open-innovation-italia-macrotrend/
[1] https://www.sciencedirect.com/science/article/pii/S1359644622002094
[1] https://www.maddyness.com/2022/07/26/bonnes-raisons-equipe-open-innovation/
[1] https://twitter.com/MishaTeplitskiy/status/1553797374903992325

Top URLs in Tweet in G3:
[4] https://mindthebridge.com/open-innovation-tech-mahindra-shaping-future-in-india/
[4] https://mindthebridge.com/open-innovation-readiness-index-for-smau/
[3] https://www.economyup.it/blog/che-cosa-significa-spill-over-musixmatch-e-tutti-i-frutti-dellalbero-di-dada/?utm_content=buffer5a9ab&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.economyup.it/innovazione/spaziodati-cerved-acquista-synapta-spin-off-del-polito-nasce-il-database-per-pa-e-aziende/?utm_content=buffer49093&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.economyup.it/innovazione/sostenibilita-a2a-premia-gli-innovatori-in-azienda-ed-entra-nel-polo-nazionale-tech4planet/?utm_content=bufferefa20&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.eventbrite.com/e/sustainability-trends-with-ab-inbev-pelliconi-and-others-tickets-390582662257
[2] https://mindthebridge.com/scaleup-summits/scaleup-summit-seoul-2022/
[2] https://www.economyup.it/energia/eniverse-il-corporate-venture-builder-di-eni-che-cose-e-come-funziona/?utm_content=buffer3d267&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.economyup.it/innovazione/open-innovation-cosi-la-generazione-z-aiuta-le-aziende-a-innovare/
[2] https://www.economyup.it/innovazione/aziende-che-investono-su-startup-i-fondi-di-corporate-venture-capital-in-italia-da-a2a-a-zanichelli/?utm_content=buffereca3b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G5:
[6] https://twitter.com/USGSA/status/1554905001230745601
[3] https://www.gsa.gov/blog/2022/08/03/white-house-gsa-celebrate-record-years-in-prize-competitions-citizen-science-efforts

Top URLs in Tweet in G6:
[3] https://www.tandfonline.com/eprint/VKXNUCBTJHMCA4I6N9JE/full?target=10.1080%2F13662716.2022.2102462&cookieSet=1
[2] https://www.sciencedirect.com/science/article/pii/S0925527319301422
[2] https://www.wired.com/story/22-year-old-builds-chips-parents-garage/?utm_source=twitter&utm_medium=social&utm_campaign=onsite-share&utm_brand=wired&utm_social-type=earned
[2] https://www.emerald.com/insight/content/doi/10.1108/EJIM-04-2021-0181/full/html
[1] https://twitter.com/pohlisch/status/1556031486503006209
[1] https://www.linkedin.com/pulse/local-open-innovation-oxymoron-great-idea-combine-distant-piller

Top URLs in Tweet in G7:
[8] https://www.linkedin.com/pulse/social-media-atanas-g-atanasov/
[4] https://dialog.lbg.ac.at/-optin-form/30049/9/X9TWS

Top URLs in Tweet in G8:
[4] https://www.maddyness.com/2022/07/26/bonnes-raisons-equipe-open-innovation/

Top URLs in Tweet in G10:
[4] https://www.youtube.com/watch?app=desktop&v=zP3wW306SKQ
[2] https://www.nasa.gov/press-release/registration-now-open-for-nasa-2022-international-space-apps-challenge
[2] https://www.spaceappschallenge.org/

Top Domains
Top Domains in Tweet in Entire Graph:
[19] economyup.it
[18] twitter.com
[18] youtube.com
[13] linkedin.com
[10] mindthebridge.com
[10] openinnovation.me
[5] maddyness.com
[4] startus-insights.com
[4] ac.at
[4] puertobahiablanca.com

Top Domains in Tweet in G1:
[3] nodexlgraphgallery.org
[2] twitter.com

Top Domains in Tweet in G2:
[4] startus-insights.com
[3] twitter.com
[3] linkedin.com
[3] entrepreneur.com
[2] tolksdorf.digital
[2] youtube.com
[2] openinnotrain.eu
[1] fsitaliane.it
[1] spremutedigitali.com
[1] sciencedirect.com

Top Domains in Tweet in G3:
[18] economyup.it
[10] mindthebridge.com
[2] eventbrite.com
[1] twitter.com

Top Domains in Tweet in G5:
[6] twitter.com
[3] gsa.gov

Top Domains in Tweet in G6:
[3] tandfonline.com
[2] sciencedirect.com
[2] wired.com
[2] emerald.com
[1] twitter.com
[1] linkedin.com

Top Domains in Tweet in G7:
[8] linkedin.com
[4] ac.at

Top Domains in Tweet in G8:
[4] maddyness.com

Top Domains in Tweet in G10:
[4] youtube.com
[2] nasa.gov
[2] spaceappschallenge.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[233] openinnovation
[54] innovation
[25] aom2022
[25] crowdsourcing
[24] startup
[18] cleantech
[17] climatesolution
[17] zerocarboneconomy
[17] internet
[17] prosumers



Top Hashtags in Tweet in G1:
[24] aom2022
[22] openinnovation
[7] innovation
[6] socialinnovation
[6] constraints
[4] aom22
[2] healthcare
[2] makermovement
[1] aompnp
[1] seattle

Top Hashtags in Tweet in G2:
[40] openinnovation
[13] innovation
[4] crowdsourcing
[4] corporateinnovation
[4] challenging
[4] innovationmanagement
[4] businessgoals
[4] businessgrowth
[4] innovationrisks
[4] untap

Top Hashtags in Tweet in G3:
[31] openinnovation
[10] startup
[8] tech
[4] beverage
[4] sanfrancisco
[4] circulareconomy
[4] it
[4] oi
[4] india
[4] startups

Top Hashtags in Tweet in G4:
[17] climatesolution
[17] zerocarboneconomy
[17] cleantech
[17] internet
[17] prosumers
[17] sustainability
[17] renewables
[17] blockchain
[17] openinnovation
[17] crowdsourcing

Top Hashtags in Tweet in G5:
[11] openinnovation
[2] citizenscience
[2] innovation
[2] innovative
[2] thesolversedge
[2] podcast

Top Hashtags in Tweet in G6:
[8] openinnovation
[3] quebec
[3] userinnovation
[2] user
[2] manufacturing
[1] digitalinnovation
[1] datainnovation
[1] ooxymoron
[1] digitalhealth
[1] digitaltransformation

Top Hashtags in Tweet in G7:
[12] openinnovation
[8] inpst
[8] dhpsp
[8] crbiotech
[4] forschung
[4] citizenscience
[4] rri
[1] globalhealth
[1] nutrition
[1] openscience

Top Hashtags in Tweet in G8:
[6] openinnovation
[2] dldaout
[1] startup
[1] frenchiot

Top Hashtags in Tweet in G9:
[4] attractivite
[4] numerique
[4] ondijon
[4] startup
[4] végétalisation
[4] inclusion
[4] openinnovation

Top Hashtags in Tweet in G10:
[9] openinnovation
[4] space
[4] innovation
[4] crowdsourcing
[4] tech
[4] spaceapps
[2] science
[1] moon

Top Words
Top Words in Tweet in Entire Graph:
[234] #openinnovation
[57] #innovation
[41] join
[29] innovation
[27] #aom2022
[26] #startup
[25] #crowdsourcing
[24] open
[23] share
[18] change

Top Words in Tweet in G1:
[26] #aom2022
[24] #openinnovation
[15] aomconnect
[14] join
[10] aom_tim
[10] interested
[10] sheraton
[9] #innovation
[9] grand
[9] ballroom

Top Words in Tweet in G2:
[39] #openinnovation
[13] #innovation
[5] innovation
[5] program
[5] read
[5] free
[4] over
[4] #crowdsourcing
[4] need
[4] motivation

Top Words in Tweet in G3:
[31] #openinnovation
[11] aonetti
[11] #startup
[8] #tech
[8] tempo
[7] company
[7] aziende
[5] lab
[5] nasce
[5] #sostenibilità

Top Words in Tweet in G4:
[17] share
[17] agree
[17] climate
[17] change
[17] opportunity
[17] re
[17] invent
[17] economy
[17] join
[17] zeroco2_

Top Words in Tweet in G5:
[11] #openinnovation
[9] whostp
[9] july
[9] 20th
[9] recap
[9] blog
[9] gsa
[7] forum
[6] missed
[6] usgsa

Top Words in Tweet in G6:
[9] #openinnovation
[7] local
[5] paper
[4] great
[4] oi
[4] spatial
[4] proximity
[4] distant
[4] search
[4] #userinnovation

Top Words in Tweet in G7:
[12] #openinnovation
[8] #inpst
[8] #dhpsp
[8] #crbiotech
[8] social
[8] media
[8] references
[8] _inpst
[8] dhpsp
[8] sciencecommuni2

Top Words in Tweet in G8:
[6] bymaddyness
[4] bonnes
[4] raisons
[4] créer
[4] équipe
[4] #openinnovation
[4] entreprise
[4] mais
[2] ça
[2] marche

Top Words in Tweet in G9:
[4] #attractivite
[4] #numerique
[4] #ondijon
[4] saison
[4] #startup
[4] invitées
[4] plancher
[4] #végétalisation
[4] #inclusion
[4] cet

Top Words in Tweet in G10:
[9] #openinnovation
[8] nasa
[6] payloads
[5] building
[4] testing
[4] lunar
[4] innovator
[4] garages
[4] built
[4] tested

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[21] #openinnovation,#crowdsourcing
[17] #innovation,#openinnovation
[17] share,agree
[17] agree,climate
[17] climate,change
[17] change,opportunity
[17] opportunity,re
[17] re,invent
[17] invent,economy
[17] economy,join

Top Word Pairs in Tweet in G1:
[9] sheraton,grand
[9] grand,ballroom
[8] #aom2022,participants
[8] participants,interested
[8] interested,#openinnovation
[8] #openinnovation,please
[8] please,join
[8] join,pdw
[8] pdw,researching
[8] researching,open

Top Word Pairs in Tweet in G2:
[4] need,motivation
[4] motivation,boost
[4] boost,#corporateinnovation
[4] #corporateinnovation,organization
[4] organization,read
[4] read,blog
[4] blog,find
[4] find,#challenging
[4] #challenging,times
[4] times,help

Top Word Pairs in Tweet in G3:
[4] join,event
[4] event,sustainability
[4] sustainability,trends
[4] trends,beverage
[4] beverage,closures
[4] closures,industry
[4] industry,aug25
[4] aug25,san
[4] san,francisco
[4] francisco,mingardi_matteo

Top Word Pairs in Tweet in G4:
[17] share,agree
[17] agree,climate
[17] climate,change
[17] change,opportunity
[17] opportunity,re
[17] re,invent
[17] invent,economy
[17] economy,join
[17] join,zeroco2_
[17] zeroco2_,#climatesolution

Top Word Pairs in Tweet in G5:
[9] july,20th
[7] #openinnovation,forum
[6] missed,usgsa
[6] usgsa,whostp
[6] building,equitable
[6] equitable,partnerships
[6] partnerships,#openinnovation
[6] event,july
[6] 20th,here's
[6] blog,released

Top Word Pairs in Tweet in G6:
[4] local,#openinnovation
[4] spatial,proximity
[4] distant,search
[4] #userinnovation,#openinnovation
[3] #openinnovation,go
[3] go,global
[3] global,best
[3] best,knowledge
[3] knowledge,'hood
[3] 'hood,paper

Top Word Pairs in Tweet in G7:
[8] #inpst,#dhpsp
[8] #dhpsp,#crbiotech
[8] #crbiotech,#openinnovation
[8] #openinnovation,social
[8] social,media
[8] media,references
[8] references,_inpst
[8] _inpst,dhpsp
[8] dhpsp,sciencecommuni2
[8] sciencecommuni2,#globalhealth

Top Word Pairs in Tweet in G8:
[4] bonnes,raisons
[4] raisons,créer
[4] créer,équipe
[4] équipe,#openinnovation
[4] #openinnovation,entreprise
[4] entreprise,bymaddyness
[2] bymaddyness,ça
[2] ça,marche
[2] marche,ans
[2] ans,groupelaposte

Top Word Pairs in Tweet in G9:
[4] #attractivite,#numerique
[4] #numerique,#ondijon
[4] #ondijon,saison
[4] saison,#startup
[4] #startup,invitées
[4] invitées,plancher
[4] plancher,#végétalisation
[4] #végétalisation,#inclusion
[4] #inclusion,cet
[4] cet,appel

Top Word Pairs in Tweet in G10:
[4] building,testing
[4] testing,lunar
[4] lunar,payloads
[4] payloads,innovator
[4] innovator,garages
[4] garages,built
[4] built,tested
[4] tested,jpl
[4] jpl,months
[4] months,spirit

Top Replied-To
Top Replied-To in Entire Graph:
@yahoofinance

Top Mentioned
Top Mentioned in Entire Graph:
@zeroco2_
@aomconnect
@aonetti
@aom_tim
@whostp
@_inpst
@dhpsp
@sciencecommuni2
@nasa
@aom_str

Top Mentioned in G1:
@aomconnect
@aom_tim
@aom_str
@oguzaliacar
@bogers
@aom_omt
@aom_sim
@cms_aom
@aom_orgnatenv
@mggrim

Top Mentioned in G2:
@r_tolksdorf

Top Mentioned in G3:
@aonetti
@mingardi_matteo
@abinbev
@fullcycle
@atresanti
@mmarinucci
@tech_mahindra
@nickmalhotra
@musixmatch
@politonews

Top Mentioned in G4:
@zeroco2_

Top Mentioned in G5:
@whostp
@usgsa
@gsacarnahan
@alondranelson46
@mentordida
@sumitgoski

Top Mentioned in G6:
@anjaleckel
@unibo
@emnormandie
@unwebg
@uclm_es
@masscustom

Top Mentioned in G7:
@_inpst
@dhpsp
@sciencecommuni2

Top Mentioned in G8:
@bymaddyness
@groupelaposte
@docapost
@cnp_assurances

Top Mentioned in G9:
@dijonmetropole_
@byes
@suez
@capgeminifrance
@citelum

Top Mentioned in G10:
@nasa
@spaceapps

Top Tweeters
Top Tweeters in Entire Graph:
@wadakashiho
@carolmaewy
@codewithtwitchi
@southerngemgal
@mex_liber1
@samsungindia
@elisaelisa110
@yahoofinance
@evasotoa
@b0tsci

Top Tweeters in G1:
@bogers
@ealmirall
@cltucci
@klakhani
@marc_smith
@melissavasi
@aomconnect
@sranchordas
@moeslein
@howardaldrich

Top Tweeters in G2:
@crowdweek
@fsitaliane
@startusinsights
@lematinpointma
@revolunet
@startusmag
@ennomotive
@springernomics
@dtnewsonline
@abhijitparkhe

Top Tweeters in G3:
@codewithtwitchi
@startzai
@donatodonati
@tech_mahindra
@economyup
@musixmatch
@mindthebridge
@aonetti
@novartis
@eni

Top Tweeters in G4:
@mex_liber1
@evasotoa
@steltenpower
@petrine05647629
@zeroco2_
@sdgscolab
@jorgeas09393178
@venuscorleone
@igimenezfebf
@dexentralize

Top Tweeters in G5:
@thesiliconhill
@madhavanpallan
@usgsa
@us_gsar1
@challengegov
@fedcitsci
@alondranelson46
@mentordida
@gsa_tts
@whostp

Top Tweeters in G6:
@quebecretweet
@unibo
@uclm_es
@open_sourcing
@emnormandie
@dr_robertfreund
@masscustom
@mvillasalero
@unwebg
@sabinebrunswick

Top Tweeters in G7:
@carolmaewy
@elisaelisa110
@b0tsci
@sminaev2015
@_atanas_
@greeneyedlizzie
@_inpst
@sciencecommuni2
@dhpsp
@rripeater

Top Tweeters in G8:
@bymaddyness
@groupelaposte
@docapost
@vanessachocteau
@cnp_assurances
@___supervan___
@huriezthibaut
@stevetekaya
@sanson_agathe
@edf_innovation

Top Tweeters in G9:
@capgeminifrance
@suez
@denishameau
@embouniol
@citelum
@dijonmetropole_
@madlymoysan
@collinjerome23
@byes

Top Tweeters in G10:
@mongofree
@nasa
@digital_trav
@pomerantz
@jenngustetic
@dr_thomasz
@spaceapps
@nasaearthdata
@spaceappscamp


Tags:

We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.