The graph represents a network of 1 701 Twitter users whose recent tweets contained "ECMWF", 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 Wednesday, 16 June 2021 at 15:16 UTC.
The tweets in the network were tweeted over the 8-day, 3-hour, 39-minute period from Tuesday, 08 June 2021 at 11:13 UTC to Wednesday, 16 June 2021 at 14:52 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 : 1701
Unique Edges : 2705
Edges With Duplicates : 2008
Total Edges : 4713
Number of Edge Types : 5
Tweet : 484
Replies to : 285
MentionsInRetweet : 1217
Mentions : 978
Retweet : 1749
Self-Loops : 491
Reciprocated Vertex Pair Ratio : 0,0379018612521151
Reciprocated Edge Ratio : 0,0730355396152592
Connected Components : 137
Single-Vertex Connected Components : 56
Maximum Vertices in a Connected Component : 1299
Maximum Edges in a Connected Component : 4131
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4,620461
Graph Density : 0,00106062177957603
Modularity : 0,494737
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1 701 Twitter users whose recent tweets contained "ECMWF", 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 Wednesday, 16 June 2021 at 15:16 UTC.
The tweets in the network were tweeted over the 8-day, 3-hour, 39-minute period from Tuesday, 08 June 2021 at 11:13 UTC to Wednesday, 16 June 2021 at 14:52 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 : ECMWF
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:
[99] https://www.meteored.mx/mapas-meteorologicos/prcnub-mex.html [51] https://atmosphere.copernicus.eu/charts/cams/aerosol-forecasts?facets=undefined&time=2021060800,3,2021060803&projection=classical_global&layer_name=composition_duaod550 [36] https://kachelmannwetter.com/de/modellkarten/euro/deutschland/max-temperatur-6std/20210617-1800z.html [36] https://atmosphere.copernicus.eu/charts/cams/aerosol-forecasts?facets=undefined&time=2021061000,3,2021061003&projection=classical_central_america&layer_name=composition_aod550 [29] https://atmosphere.copernicus.eu/charts/cams/particulate-matter-forecasts?facets=undefined&time=2021061200,3,2021061203&projection=classical_central_america&layer_name=composition_pm10 [27] https://twitter.com/BenNollWeather/status/1402257856494190601 [27] https://effis.jrc.ec.europa.eu [22] https://esowc.ecmwf.int:443/ [18] https://twitter.com/ECMWF/status/1405125344957452289 [17] https://tropicaltidbits.com/ Top URLs in Tweet in G1:
[16] https://www.ecmwf.int/en/about/media-centre/news/2021/saildrone-help-ecmwf-understand-gulf-stream [12] https://forumeteoclimat.com/en/program/media-workshop-en-2021/ [12] https://twitter.com/ECMWF/status/1405125344957452289 [10] https://eudevdays.eu/community/sessions/4114/copernicus-global-knowledge-and-information-systems [9] https://www.ecmwf.int/en/elibrary/19877-machine-learning-ecmwf-roadmap-next-10-years [9] https://twitter.com/boell_eu/status/1334529128788353028 [8] https://www.ecmwf.int/en/about/media-centre/news/2021/extraordinary-using-ecmwfs-forecasts-2021-event [8] https://www.pivotalweather.com/model.php?m=ecmwf&p=850t_anom&rh=2021040412&fh=gif&r=conus&dpdt=&mc= [7] https://public.wmo.int/en/media/news/future-of-weather-and-climate-services [7] https://cryosat10years.org/NikalWebsitePortal/cryosat-10th-anniversary-science-conference/esa Top URLs in Tweet in G2:
[45] https://atmosphere.copernicus.eu/charts/cams/aerosol-forecasts?facets=undefined&time=2021060800,3,2021060803&projection=classical_global&layer_name=composition_duaod550 [33] https://atmosphere.copernicus.eu/charts/cams/aerosol-forecasts?facets=undefined&time=2021061000,3,2021061003&projection=classical_central_america&layer_name=composition_aod550 [27] https://atmosphere.copernicus.eu/charts/cams/particulate-matter-forecasts?facets=undefined&time=2021061200,3,2021061203&projection=classical_central_america&layer_name=composition_pm10 [27] https://effis.jrc.ec.europa.eu [15] https://www.windy.com/-PM2-5-pm2p5?cams,pm2p5,34.624,-108.523,6 [8] https://confluence.ecmwf.int/display/CKB/CAMS%3A+Global+Fire+Assimilation+System+%28GFAS%29+data+documentation [7] https://twitter.com/m_parrington/status/1389613821346689025 [6] https://www.wekeo.eu/ [5] https://atmosphere.copernicus.eu/cams-upgrades-its-global-forecasting-system-0 [4] https://esowc.ecmwf.int:443/ Top URLs in Tweet in G3:
[27] https://twitter.com/BenNollWeather/status/1402257856494190601 [17] https://tropicaltidbits.com/ [9] https://www.meteored.mx/mapas-meteorologicos/prcnub-mex.html [4] https://twitter.com/BenNollWeather/status/1404423378098868229 [4] https://twitter.com/BenNollWeather/status/1389588877162254339 [3] http://www.meteored.cl/modelos/ [3] http://www.meteored.cl/satelites/ [2] https://weather.substack.com/p/watching-gulf-of-mexico-disturbance?r=21wlp&utm_campaign=post&utm_medium=web&utm_source=twitter [1] https://atmosphere.copernicus.eu/charts/cams/aerosol-forecasts?facets=undefined&time=2021060800,3,2021060803&projection=classical_global&layer_name=composition_duaod550 [1] https://apps.ecmwf.int/webapps/opencharts/products/efi2web_capeshear?area=Europe&base_time=202106150000&day=3&quantile=99 Top URLs in Tweet in G4:
[35] https://kachelmannwetter.com/de/modellkarten/euro/deutschland/max-temperatur-6std/20210617-1800z.html [14] https://kachelmannwetter.com/de/modellkarten/euro/2021061012/deutschland/max-temperatur-6std/20210616-1800z.html [14] https://kachelmannwetter.com/de/modellkarten/euro/deutschland/max-temperatur-6std/20210619-1800z.html [12] https://kachelmannwetter.com/de/modellkarten/euro/2021061312/deutschland/max-temperatur-6std/20210617-1800z.html [11] https://kachelmannwetter.com/de/modellkarten/euro/2021061312/deutschland/signifikantes-wetter/20210617-1500z.html [11] https://kachelmannwetter.com/de/modellkarten/euro/2021061412/deutschland/max-temperatur-6std/20210620-1800z.html [10] https://kachelmannwetter.com/de/modellkarten/euro/2021061000/deutschland/max-temperatur-6std/20210616-1800z.html [10] https://kachelmannwetter.com/de/modellkarten/euro/2021061100/deutschland/max-temperatur-6std/20210616-1800z.html [10] https://kachelmannwetter.com/de/modellkarten/gbr/2021061312/deutschland/tmax-3std-6std/20210617-1800z.html [10] https://kachelmannwetter.com/de/modellkarten/german/deutschland/max-temperatur-6std/20210619-1800z.html Top URLs in Tweet in G5:
[3] https://twitter.com/ECMWF/status/1404832914068709381 [2] https://kachelmannwetter.com/de/modellkarten/euro/2021061412/deutschland/max-temperatur-6std/20210620-1800z.html [2] http://ame-web.org/index.php/blog/128-2021/1874-prediccion-estacional-de-las-olas-de-calor-estivales-europeas-en-el-centro-europeo-de-prediccion-a-medio-plazo-ecmwf [1] https://www.ecmwf.int/en/forecasts/charts/catalogue/mofc_multi_anomaly?facets=Range,Extended%20(30%20days)&time=2021061400,144,2021062000¶meter=2m%20temperature&area=Europe [1] https://kachelmannwetter.com/de/modellkarten/euro/2021061200/deutschland/max-temperatur-6std/20210617-1800z.html [1] https://kachelmannwetter.com/de/modellkarten/euro/2021061200/deutschland/max-temperatur-6std/20210618-1800z.html [1] https://kachelmannwetter.com/de/modellkarten/german/2021061312/deutschland/max-temperatur-6std/20210620-1800z.html [1] https://kachelmannwetter.com/de/modellkarten/swisshd-ecmwf/2021061406/deutschland/hoechsttemperatur/20210615-1800z.html [1] https://kachelmannwetter.com/de/modellkarten/euro/2021061100/deutschland/max-temperatur-6std/20210616-1800z.html [1] https://twitter.com/mikarantane/status/1404709977214832641 Top URLs in Tweet in G6:
[90] https://www.meteored.mx/mapas-meteorologicos/prcnub-mex.html Top URLs in Tweet in G7:
[4] https://www.windy.com/-Precip-type-ptype?ptype,43.357,5.977,4,i:pressure [2] https://www.tropicaltidbits.com/ [2] https://www.bennollweather.com/ecmwfbot [1] https://www.tropicaltidbits.com/analysis/models/?model=ecmwf®ion=atl&pkg=mslpaNorm [1] https://www.meteosangonera.es/ecmwf/ [1] https://abc13.com/weather/monitoring-for-potential-tropical-development-late-next-week-/10502784/ [1] http://www.reddit.com/r/houston/comments/nvtkbk/ecmwf_and_gfs_point_to_possible_moderate_risk_of/ [1] https://climate.copernicus.eu/charts/c3s_seasonal/c3s_seasonal_plume_ecmf?facets=undefined&time=2021050100,0,2021050100&type=plume&area=nino34 [1] https://cw3e.ucsd.edu/images/gfs/images/ivt_NEPac_latest_F78.png [1] https://youtube.com/watch?v=ZMA1UBTDRMg&feature=youtu.be Top URLs in Tweet in G8:
[4] https://twitter.com/CLCastro1974/status/1403121909374406657 [1] https://twitter.com/Weather_West/status/1402737149070348288 [1] https://twitter.com/SimonLeeWx/status/1401579646144192513?s=20 Top URLs in Tweet in G9:
[15] https://weather.substack.com/p/watching-gulf-of-mexico-disturbance?r=21wlp&utm_campaign=post&utm_medium=web&utm_source=twitter [13] https://meteologix.com/lv/model-charts/euro/latvia/max-temperature-6h/20210621-1800z.html [8] https://apps.ecmwf.int/webapps/opencharts/?facets=%7B%22Range%22%3A%5B%22Extended%20%2842%20days%29%22%5D%7D [3] https://ecmwf.int Top URLs in Tweet in G10:
[6] https://www.cropprophet.com/crop-weather-forecast-impact-on-yield/?utm_term=CropWeatherOutlook&utm_campaign=CropProphet&utm_content=169291400&utm_medium=social&utm_source=twitter&hss_channel=tw-951554937498030080 [6] https://info.prescientweather.com/try-cropprophet-yield-forecast-system?utm_term=CropProphet_General&utm_campaign=CropProphet&utm_content=169291400&utm_medium=social&utm_source=twitter&hss_channel=tw-951554937498030080 [5] https://info.prescientweather.com/try-cropprophet-yield-forecast-system?utm_term=CropProphet_General&utm_campaign=CropProphet&utm_content=169361217&utm_medium=social&utm_source=twitter&hss_channel=tw-951554937498030080 [4] https://info.prescientweather.com/try-cropprophet-yield-forecast-system?utm_term=CropProphet_General&utm_campaign=CropProphet&utm_content=169792793&utm_medium=social&utm_source=twitter&hss_channel=tw-951554937498030080 [4] https://www.cropprophet.com/crop-weather-forecast-impact-on-yield/?utm_term=CropWeatherOutlook&utm_campaign=CropProphet&utm_content=169292597&utm_medium=social&utm_source=twitter&hss_channel=tw-951554937498030080 [4] https://info.prescientweather.com/try-cropprophet-yield-forecast-system?utm_term=CropProphet_General&utm_campaign=CropProphet&utm_content=169292597&utm_medium=social&utm_source=twitter&hss_channel=tw-951554937498030080 [3] https://info.prescientweather.com/try-cropprophet-yield-forecast-system?utm_term=CropProphet_General&utm_campaign=CropProphet&utm_content=169464142&utm_medium=social&utm_source=twitter&hss_channel=tw-951554937498030080 [1] https://www.cropprophet.com?utm_campaign=CropProphet&utm_content=169167124&utm_medium=social&utm_source=twitter&hss_channel=tw-951554937498030080 [1] https://info.prescientweather.com/try-cropprophet-yield-forecast-system?utm_term=CropProphet_General&utm_campaign=CropProphet&utm_content=169361749&utm_medium=social&utm_source=twitter&hss_channel=tw-951554937498030080 [1] https://ohio8.vchecks.io/share/dFaa83EJ0Sw1?sid=1126&scheme=http&host=webinar.sizov.report&uri=%2f&t=1623856539764&sad=v%2fWHLevg%3d%3d&uid=iDEC2ShE0ru7f6Ud&uct=1623856539764&kct=0&m=2&ver=7&flags=2176&ua=11943250755672424979&v=Ckx0EPQ0Px6elwqJsSMsWg Top Domains
Top Word Pairs in Tweet in Entire Graph:
[176] monitoring,service [145] atmosphere,monitoring [136] copernicusecmwf,atmosphere [136] service,ecmwf [119] das,ecmwf [115] extended,range [111] el,modelo [106] modelo,#ecmwf [100] range,forecast [100] strong,signal Top Word Pairs in Tweet in G1:
[40] modèle,européen [39] les,prévisions [39] prévisions,du [39] du,modèle [39] européen,mettent [39] mettent,en [39] en,évidence [39] évidence,une [39] une,anomalie [39] anomalie,chaude Top Word Pairs in Tweet in G2:
[147] monitoring,service [127] atmosphere,monitoring [120] copernicusecmwf,atmosphere [120] service,ecmwf [87] forecast,initialized [78] #saharandust,crossing [78] aerosol,optical [78] optical,depth [78] depth,forecast [72] june,00 Top Word Pairs in Tweet in G3:
[72] hurricane,season [72] season,ecmwf [50] ecmwf,velocity [50] velocity,potential [50] ecmwf,seasonal [46] updated,hurricane [46] potential,anomalies [46] anomalies,forcing [46] forcing,favored [46] favored,africa Top Word Pairs in Tweet in G4:
[108] das,ecmwf [90] nach,dem [82] für,details [77] 20,uhr [67] details,die [67] die,länder [67] für,andere [67] andere,tage [67] immer,20 [61] länder,kreise Top Word Pairs in Tweet in G5:
[91] strong,signal [90] ready,incoming [90] incoming,intense [90] intense,heatwave [90] heatwave,ecmwf's [90] ecmwf's,extended [90] extended,range [90] range,forecast [90] forecast,exceptionally [90] exceptionally,strong Top Word Pairs in Tweet in G6:
[90] te,ofrecemos [90] ofrecemos,nuestros [90] nuestros,productos [90] productos,meteorológicos [90] meteorológicos,generados [90] generados,con [90] con,el [90] el,modelo [90] modelo,#ecmwf [90] #ecmwf,aquí Top Word Pairs in Tweet in G7:
[16] prognoza,pogody [16] pogody,według [16] według,modeli [16] modeli,#ecmwf [16] #ecmwf,#gfs [16] #gfs,#icon [16] #icon,dla [10] gfs,ecmwf [8] dla,ostrołęki [8] dla,łomży Top Word Pairs in Tweet in G8:
[31] well,unfortunately [31] unfortunately,potential [31] potential,significant [31] significant,#heatwave [31] #heatwave,california [31] california,west [31] west,week [31] week,extreme [31] extreme,solution [31] solution,ecmwf Top Word Pairs in Tweet in G9:
[15] watching,gulf [15] gulf,mexico [15] mexico,disturbance [15] disturbance,week [15] week,#tropicalupdate [15] #tropicalupdate,ecmwf [15] ecmwf,hres [15] hres,12z [15] 12z,powerful [15] powerful,mid Top Word Pairs in Tweet in G10:
[14] urals,siberia [14] siberia,remain [14] remain,depressingly [14] depressingly,dry [14] dry,ecmwf [14] ecmwf,roughly [14] roughly,60 [14] 60,ru [14] ru,spring [14] spring,#wheat Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: