The graph represents a network of 4,949 Twitter users whose tweets in the requested range contained "opendata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 12 December 2022 at 23:21 UTC.
The requested start date was Monday, 12 December 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 13-day, 23-hour, 52-minute period from Monday, 28 November 2022 at 01:03 UTC to Monday, 12 December 2022 at 00:56 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
Vertices : 4949
Unique Edges : 4144
Edges With Duplicates : 11039
Total Edges : 15183
Number of Edge Types : 5
Tweet : 2711
Retweet : 3679
MentionsInRetweet : 5557
Mentions : 2819
Replies to : 417
Self-Loops : 2803
Reciprocated Vertex Pair Ratio : 0.0545562657945592
Reciprocated Edge Ratio : 0.103467719199323
Connected Components : 613
Single-Vertex Connected Components : 213
Maximum Vertices in a Connected Component : 2886
Maximum Edges in a Connected Component : 10158
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.871104
Graph Density : 0.000289697027710129
Modularity : 0.435759
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,949 Twitter users whose tweets in the requested range contained "opendata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 12 December 2022 at 23:21 UTC.
The requested start date was Monday, 12 December 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 13-day, 23-hour, 52-minute period from Monday, 28 November 2022 at 01:03 UTC to Monday, 12 December 2022 at 00:56 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 : opendata
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 URLs in Tweet in Entire Graph:
[412] https://data-nifc.opendata.arcgis.com/ [243] https://opendata.dwd.de/weather/nwp/ [36] https://opendata.swiss/de/ [26] https://apps.sentinel-hub.com/eo-browser/?zoom=12&lat=19.54891&lng=-155.48151&themeId=DEFAULT-THEME&visualizationUrl=https://services.sentinel-hub.com/ogc/wms/e35192fe-33a1-41f3-b798-b755e771c5a5&evalscript=cmV0dXJuIFtNYXRoLnNxcnQoMC44ICogQjA3LTAuMDAzKSwKICAgICAgICBNYXRoLnNxcnQoMC44ICogQjA1LTAuMDEzKSwKICAgICAgICBNYXRoLnNxcnQoMC44ICogQjA4LTAuMDEzKV0%3D&datasetId=AWS_LOTL1&fromTime=2022-12-02T00:00:00.000Z&toTime=2022-12-02T23:59:59.999Z&upsampling=BICUBIC&downsampling=BICUBIC&demSource3D=%22MAPZEN%22&terrainViewerSettings=%7B%22sunTime%22:null,%22settings%22:%7B%22isSky%22:true,%22isSunFlares%22:true,%22isShading%22:true,%22isShadows%22:true,%22verticalTerrainScaleFactor%22:3.4225000000000003,%22shading%22:%7B%22ambientFactor%22:0.4000000059604645,%22diffuseFactor%22:0.5400000214576721,%22specularFactor%22:0.10000000149011612,%22specularPower%22:4%7D,%22shadows%22:%7B%22shadowVisibilityFactor%22:0.5,%22shadowRenderDistanceFactor%22:1%7D%7D,%22x%22:-17308122.910962004,%22y%22:2219669.295830836,%22z%22:30270.468776976868,%22rotH%22:238.93299999999843,%22rotV%22:14.852000000000126%7D [22] https://psdcitywide.com/articles/guide-open-source-gis-software-for-the-public-sector/?utm_content=226142539&utm_medium=social&utm_source=linkedin&hss_channel=lcp-1744365 [20] https://codata.org/call-for-sessions-presentations-and-posters-scidatacon-2023-part-of-idw-2023/ [16] https://apps.sentinel-hub.com/eo-browser/?zoom=13&lat=14.45025&lng=-90.86902&themeId=DEFAULT-THEME&visualizationUrl=https://services.sentinel-hub.com/ogc/wms/42924c6c-257a-4d04-9b8e-36387513a99c&evalscript=cmV0dXJuIFtNYXRoLmNicnQoMC42ICogQjEyIC0gMC4wMTQpLAogICAgICAgIE1hdGguY2JydCgwLjYgKiBCMTEgLSAwLjAxNCksCiAgICAgICAgTWF0aC5jYnJ0KDAuNiAqIEIwOCAtIDAuMDE0KV0%3D&datasetId=S2L1C&fromTime=2022-12-10T00:00:00.000Z&toTime=2022-12-10T23:59:59.999Z&gamma=1.4&upsampling=BICUBIC&downsampling=BICUBIC&demSource3D=%22MAPZEN%22&terrainViewerSettings=%7B%22sunTime%22:null,%22settings%22:%7B%22isSky%22:true,%22isSunFlares%22:true,%22isShading%22:false,%22isShadows%22:true,%22verticalTerrainScaleFactor%22:1.4884000000000004,%22shading%22:%7B%22ambientFactor%22:0.4000000059604645,%22diffuseFactor%22:0.5400000214576721,%22specularFactor%22:0.10000000149011612,%22specularPower%22:4%7D,%22shadows%22:%7B%22shadowVisibilityFactor%22:0.5,%22shadowRenderDistanceFactor%22:1%7D%7D,%22x%22:-10115493.077307813,%22y%22:1625923.5619687615,%22z%22:10119.703207762892,%22rotH%22:332.57400001662916,%22rotV%22:25.693999999999967%7D#custom-script [15] https://sandanoumesan.com/archives/12392 [15] https://dwd.de/ [15] https://data.gouv.fr/ Top URLs in Tweet in G1:
[26] https://apps.sentinel-hub.com/eo-browser/?zoom=12&lat=19.54891&lng=-155.48151&themeId=DEFAULT-THEME&visualizationUrl=https://services.sentinel-hub.com/ogc/wms/e35192fe-33a1-41f3-b798-b755e771c5a5&evalscript=cmV0dXJuIFtNYXRoLnNxcnQoMC44ICogQjA3LTAuMDAzKSwKICAgICAgICBNYXRoLnNxcnQoMC44ICogQjA1LTAuMDEzKSwKICAgICAgICBNYXRoLnNxcnQoMC44ICogQjA4LTAuMDEzKV0%3D&datasetId=AWS_LOTL1&fromTime=2022-12-02T00:00:00.000Z&toTime=2022-12-02T23:59:59.999Z&upsampling=BICUBIC&downsampling=BICUBIC&demSource3D=%22MAPZEN%22&terrainViewerSettings=%7B%22sunTime%22:null,%22settings%22:%7B%22isSky%22:true,%22isSunFlares%22:true,%22isShading%22:true,%22isShadows%22:true,%22verticalTerrainScaleFactor%22:3.4225000000000003,%22shading%22:%7B%22ambientFactor%22:0.4000000059604645,%22diffuseFactor%22:0.5400000214576721,%22specularFactor%22:0.10000000149011612,%22specularPower%22:4%7D,%22shadows%22:%7B%22shadowVisibilityFactor%22:0.5,%22shadowRenderDistanceFactor%22:1%7D%7D,%22x%22:-17308122.910962004,%22y%22:2219669.295830836,%22z%22:30270.468776976868,%22rotH%22:238.93299999999843,%22rotV%22:14.852000000000126%7D [16] https://apps.sentinel-hub.com/eo-browser/?zoom=13&lat=14.45025&lng=-90.86902&themeId=DEFAULT-THEME&visualizationUrl=https://services.sentinel-hub.com/ogc/wms/42924c6c-257a-4d04-9b8e-36387513a99c&evalscript=cmV0dXJuIFtNYXRoLmNicnQoMC42ICogQjEyIC0gMC4wMTQpLAogICAgICAgIE1hdGguY2JydCgwLjYgKiBCMTEgLSAwLjAxNCksCiAgICAgICAgTWF0aC5jYnJ0KDAuNiAqIEIwOCAtIDAuMDE0KV0%3D&datasetId=S2L1C&fromTime=2022-12-10T00:00:00.000Z&toTime=2022-12-10T23:59:59.999Z&gamma=1.4&upsampling=BICUBIC&downsampling=BICUBIC&demSource3D=%22MAPZEN%22&terrainViewerSettings=%7B%22sunTime%22:null,%22settings%22:%7B%22isSky%22:true,%22isSunFlares%22:true,%22isShading%22:false,%22isShadows%22:true,%22verticalTerrainScaleFactor%22:1.4884000000000004,%22shading%22:%7B%22ambientFactor%22:0.4000000059604645,%22diffuseFactor%22:0.5400000214576721,%22specularFactor%22:0.10000000149011612,%22specularPower%22:4%7D,%22shadows%22:%7B%22shadowVisibilityFactor%22:0.5,%22shadowRenderDistanceFactor%22:1%7D%7D,%22x%22:-10115493.077307813,%22y%22:1625923.5619687615,%22z%22:10119.703207762892,%22rotH%22:332.57400001662916,%22rotV%22:25.693999999999967%7D#custom-script [11] http://www.iccd.beniculturali.it/it/150/archivio-news/5173/nasce-il-progetto-pon-itinerari-digitali [10] https://www.flickr.com/short_urls.gne?photoset=aHsmB6US6x [4] https://idrogeo.isprambiente.it/app/page/open-data [4] https://www.monithon.eu/blog/2022/11/30/italian-civil-society-asks-the-government-for-data-on-the-project-funded-by-the-recovery-plan/ [3] https://www.regione.puglia.it/web/istituzione-e-partecipazione/agenda1?p_p_id=RicercaEventi&p_p_lifecycle=0&p_p_state=normal&p_p_mode=view&_RicercaEventi_eventId=406&_RicercaEventi_mvcRenderCommandName=%2Fevents%2Fevent-detail [2] https://www.flickr.com/photo.gne?short=2nZMo9b [2] https://www.agid.gov.it/it/agenzia/stampa-e-comunicazione/notizie/2022/11/23/verso-nuove-linee-guida-open-data-al-3-nuovi-webinar [2] https://diretta.forumpa.it/ Top URLs in Tweet in G2:
[13] https://data.europa.eu/ [8] https://www.the-scientist.com/critic-at-large/opinion-the-promise-and-plight-of-open-data-70683 [8] https://www.behance.net/FedericaFragapane [7] https://datasciencedojo.com/blog/data-science-crash-courses/ [7] https://data.scilifelab.se [4] https://dcc.ac.uk/blog/state-open-data-2022-fair-awareness-practice-and-perceptions-discipline-0 [4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285066 [3] https://isap.iges.or.jp/2022/jp/t13.html [3] https://codata.org/call-for-sessions-presentations-and-posters-scidatacon-2023-part-of-idw-2023/ [3] https://codata.org/webinar-invitation-what-is-a-chemical-user-perspectives-on-digital-machine-readable-depictions/ Top URLs in Tweet in G3:
[412] https://data-nifc.opendata.arcgis.com/ [243] https://opendata.dwd.de/weather/nwp/ [15] https://dwd.de/ [15] https://sandanoumesan.com/archives/12392 [5] https://opendata.pref.kagawa.lg.jp/dataset/365.html [4] https://twinybots.ch/ [4] https://www.behance.net/FedericaFragapane [2] https://diretta.forumpa.it/ [2] https://us06web.zoom.us/webinar/register/WN_NQ_O3rISR5yMjB_RPcW4Ow [2] https://fr.toasteed.com/dku0bn Top URLs in Tweet in G4:
[12] https://data.gouv.fr/ [8] https://www.archimag.com/univers-data/2022/12/07/open-data-ministere-culture-lance-consultation [6] https://www.forbes.fr/technologie/open-data-un-bien-commun-createur-de-valeur/ [6] https://www.lagazettedescommunes.com/840442/le-projet-la-rochelle-territoire-0-carbone-lance-sa-plateforme-de-donnees/ [5] https://www.opendatasoft.com/wp-content/uploads/2022/11/E-REDES-release.pdf?utm_source=Twitter&utm_medium=social/ [4] https://www.forbes.fr/technologie/data-act-lenjeu-de-la-donnee-industrielle/ [4] https://www.lagazettedescommunes.com/839462/la-strategie-numerique-responsable-cest-demain/ [3] https://www.data.gouv.fr/fr/posts/le-calendrier-de-lavent-de-la-donnee-ouverte-2022/ [3] https://www.linkedin.com/posts/datalogyagency_clubdatalogy-opendata-openinnovation-activity-7004004007492923392-fl1h [3] https://events.economist.com/custom-events/transformation-agenda/ Top URLs in Tweet in G5:
[35] https://opendata.swiss/de/ [8] https://opendata.schleswig-holstein.de/adventskalender/ [4] https://data.bs.ch/explore/dataset/100241/ [3] https://open.nrw/ [3] https://geoobserver.wordpress.com/2022/11/30/qgis-tipp-boschungsschraffen-aber-wie/ [3] https://www.bfh.ch/de/aktuell/fachveranstaltungen/weiterbildung-data-management-und-open-government-data/ [3] https://data.bs.ch/explore/dataset/100216/ [2] https://background.tagesspiegel.de/smart-city/mit-open-data-berliner-weihnachtsmaerkte-finden [2] https://wo-ist-weihnachtsmarkt.codeforleipzig.de/?id= [2] https://open.nrw/neue-open-data-features-auf-opennrw Top URLs in Tweet in G6:
[5] https://www.open-data.nyc/ [4] https://us02web.zoom.us/meeting/register/tZMsfu-rpjsqE9TM_wW-7HCiyFbQ9_FiYlfa [4] https://us02web.zoom.us/meeting/register/tZIsd-6uqz4iGdJoXkpD3nTiOat4GOi7JXKn [4] https://blogs.worldbank.org/opendata/what-do-we-know-about-gender-gaps-paid-family-leave [4] https://opendatawatch.com/wp-content/uploads/2022/Publications/Open-Data-Resource-Guide.pdf [4] https://blogs.worldbank.org/opendata/what-do-we-know-about-gender-gaps-paid-family-leave?cid=gen_tt_data_tt_en_ext_gdp+ [2] https://blogs.worldbank.org/opendata/food-prices-eased-risks-remain-elevated [2] https://members.dataforpolicy.org/2022-conference/seattle-programme/ [2] https://blogs.worldbank.org/opendata/raw-material-commodity-prices-retreat-global-economy-slows [2] https://fiscaltransparency.net/newsletter-79-nov-2022/ Top URLs in Tweet in G7:
[12] https://onlinelibrary.wiley.com/doi/10.1002/ecy.3923 [2] https://onlinelibrary.wiley.com/doi/10.1002/ecy.3906 [1] https://onlinelibrary.wiley.com/doi/10.1002/ecy.3929 [1] https://onlinelibrary.wiley.com/doi/10.1002/ecy.3920 [1] https://onlinelibrary.wiley.com/doi/10.1002/ecy.3927 [1] https://onlinelibrary.wiley.com/doi/10.1002/ecy.3930 [1] https://onlinelibrary.wiley.com/doi/10.1002/ecy.3932 [1] https://onlinelibrary.wiley.com/doi/10.1002/ecy.3921 [1] https://onlinelibrary.wiley.com/doi/10.1002/ecy.3933 [1] https://doi.org/10.1002/ecy.39 Top URLs in Tweet in G8:
[4] https://accessinfo.hk/ [2] https://wiki.openstreetmap.org/wiki/Foundation/AGM2022/Election_to_Board [2] https://wiki.openstreetmap.org/wiki/Foundation/AGM2022/Election_to_Board/Answers_and_manifestos [2] https://ckan.org/blog/getting-ready-for-ckan-210?utm_source=twitter&utm_medium=post&utm_campaign=blogannouncement [1] https://twitter.com/openstreetmap/status/1597531061256216576 [1] https://twitter.com/geoladiesph/status/1594254220927983616 [1] https://twitter.com/arnalielsewhere/status/1598245523009712128 [1] https://twitter.com/hotosm/status/1598020363463626767 [1] https://twitter.com/hotosm/status/1597848054610247681 [1] https://twitter.com/canunen/status/1598065478353973248 Top URLs in Tweet in G9:
[11] https://stateofopencon.com/ [3] https://2023.berlinbuzzwords.de/call-for-papers/ [2] https://twitter.com/qikipedia/status/1395753748828405769 [2] https://twitter.com/openuk_uk/status/1597979753809858562 [2] https://sessionize.com/opencon2023/ [2] https://www.ofwat.gov.uk/regulated-companies/open-data-in-the-water-industry/?utm_source=Twitter&utm_medium=social&utm_campaign=Orlo&utm_content=Open+Data [2] https://blog.librarydata.uk/rainy-libraries/ [1] https://www.gov.uk/government/consultations/call-for-evidence-geospatial-opportunities-across-the-economy [1] https://twitter.com/AdaLovelaceInst/status/1595783508089507841 [1] https://twitter.com/EU_opendata/status/1598980380904022016 Top URLs in Tweet in G10:
[2] https://opendata.bordeaux-metropole.fr/explore/dataset/st_arceau_p/table/?disjunctive.insee [1] https://opendata.bordeaux-metropole.fr/explore/dataset/radar_pedagogique_24h/information/ [1] https://data.bordeaux-metropole.fr/forum/viewtopic.php?f=5&t=3197 [1] https://opendata.bordeaux-metropole.fr/pages/accueil/ [1] https://twitter.com/TlsManu/status/1601681009040568322 [1] https://twitter.com/CyclisteBx/status/1601598861189042177 Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1115] magnitude,earthquake [1115] earthquake,occurred [1108] utc,map [1006] #opendata,#data [995] #earthb0t,#earthquake [995] map,#earthb0t [995] #noaa,#greatshakeout [995] #greatshakeout,#letsbesafe [994] #letsbesafe,#opendata [973] 2022,11 Top Word Pairs in Tweet in G1:
[135] mauna,loa [129] pierre_markuse,ðÿÿ [111] copernicuseu,#copernicus [93] #volcanoðÿœ,eruption [88] full,size [72] loa,#volcanoðÿœ [70] ðÿÿ,explore [70] browser,âž [58] eruption,yourself [58] 2022,#copernicus Top Word Pairs in Tweet in G2:
[105] #opendata,#openscience [87] iochem,bd [63] #compchem,#opendata [53] #openscience,#opendata [47] open,science [47] learn,more [43] open,data [37] #openscience,#opensource [29] l',inseefr [27] î,î Top Word Pairs in Tweet in G3:
[412] burning,total [412] gt,currently [412] acres,burned [412] wildfires,burning [243] #pogoda,#polska [243] prognoza,2022 [205] 2022,12 [204] pm,gt [195] eu,prognoza [195] #icon,eu Top Word Pairs in Tweet in G4:
[23] programme,#lidarhd [20] ont,tã [18] cadre,programme [18] #lidarhd,nuages [18] nuages,points [18] open,data [18] bouchesdurhone,1er [17] ignfrance,bouchesdurhone [13] département,couvert [13] 1er,département Top Word Pairs in Tweet in G5:
[32] od_acal,#odadvent [32] open,data [22] ðÿž,ðÿž [20] #opendata,adventskalender [18] welt,open [18] data,erwarten [18] 2022,24 [18] adventskalender,2022 [18] willkommen,#opendata [18] interessante,inputs Top Word Pairs in Tweet in G6:
[52] open,data [27] nyc,open [19] powerful,resource [19] informing,policies [19] #opendata,powerful [19] resource,informing [19] measuring,progress [19] progress,ahead [19] transparency,measuring [19] increasing,transparency Top Word Pairs in Tweet in G7:
[25] predator,foraging [25] synthesis,article [25] esaecology,optimal [25] concepts,synthesis [25] optimal,prey [25] article,esaecology [25] provide,mechanism [25] foraging,costs [25] switching,predator [25] costs,provide Top Word Pairs in Tweet in G8:
[54] pacific,geospatial [46] geospatial,conference [39] conference,2022 [25] 25,countries [25] #openknowledgenetwork,today [25] people,25 [25] launching,#openknowledgenetwork [25] big,news [25] touch,people [25] today,touch Top Word Pairs in Tweet in G9:
[21] house,lords [21] openuk_uk,congratulations [20] congratulations,winners [19] bbcrd,yeslmjack [19] librarieshacked,lizrice [19] winners,2022 [19] #openukawards,lowrisc [19] waltz,bbcrd [19] lizrice,waltz [19] 2022,#openukawards Top Word Pairs in Tweet in G10:
[98] radars,pédagogiques [96] ville,bordeaux [96] bordeaux,publie [96] certains,radars [96] jour,#opendata [96] pédagogiques,par [96] par,certains [96] vitesses,enregistrées [96] publie,chaque [96] #opendata,vitesses Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: