The graph represents a network of 4,104 Twitter users whose tweets in the requested range contained "geospatial", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 16 July 2019 at 17:06 UTC.
The requested start date was Tuesday, 16 July 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 6-day, 10-hour, 58-minute period from Tuesday, 09 July 2019 at 13:02 UTC to Tuesday, 16 July 2019 at 00:00 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 : 4104
Unique Edges : 5016
Edges With Duplicates : 1504
Total Edges : 6520
Number of Edge Types : 3
Mentions : 5477
Tweet : 952
Replies to : 91
Self-Loops : 952
Reciprocated Vertex Pair Ratio : 0.0195751770095793
Reciprocated Edge Ratio : 0.0383986928104575
Connected Components : 476
Single-Vertex Connected Components : 285
Maximum Vertices in a Connected Component : 3168
Maximum Edges in a Connected Component : 5384
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.415964
Graph Density : 0.000290758580585023
Modularity : 0.648563
NodeXL Version : 1.0.1.416
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1616] model,roman [1608] roman,world [1607] stanford,geospatial [1607] geospatial,network [1607] network,model [1604] orbis,stanford [1596] sure,googlemaps [1596] googlemaps,cool [1596] cool,half [1596] half,cool Top Word Pairs in Tweet in G1:
[1583] sure,googlemaps [1583] googlemaps,cool [1583] cool,half [1583] half,cool [1583] cool,orbis [1583] orbis,stanford [1583] stanford,geospatial [1583] geospatial,network [1583] network,model [1583] model,roman Top Word Pairs in Tweet in G2:
[166] #bigdata,#analytics [113] #analytics,#geospatial [113] #geospatial,#gis [106] #datascience,#ai [67] #geospatial,#gps [66] adversarial,objects [66] objects,against [61] against,lidar [59] #gps,#datascience [58] lidar,based Top Word Pairs in Tweet in G3:
[31] geospatial,analyst [27] geospatial,data [21] sap,hana [21] hana,geospatial [21] geospatial,making [21] making,things [21] things,simple [16] link,bio [15] geospatial,intelligence [12] geospatial,information Top Word Pairs in Tweet in G4:
[42] source,link [41] map,compares [41] compares,schematic [41] schematic,map [41] map,sydney [41] sydney,train [41] train,network [41] network,actual [41] actual,geography [41] geography,source Top Word Pairs in Tweet in G5:
[15] aag,ucgis [15] next,week [14] geospatial,data [13] cross,domain [11] webinar,16 [11] model,roman [11] super,excited [11] excited,announce [11] announce,ogc [11] ogc,now Top Word Pairs in Tweet in G6:
[48] 3d,geospatial [29] raised,5m [27] thrilled,announce [27] announce,today [27] today,new [27] new,company [27] company,dedicated [27] dedicated,cesiumjs [27] cesiumjs,advancing [27] advancing,3d Top Word Pairs in Tweet in G7:
[41] #geospatial,#gis [17] geospatial,world [14] using,gis [11] landsat,8 [9] arcgis,#gis [9] #qgis,#gis [9] analyzing,benefits [9] benefits,green [9] green,space [9] space,metal Top Word Pairs in Tweet in G8:
[20] grant,nsf [19] #foss4g,biggest [19] biggest,event [19] event,open [19] open,source [19] source,geocommunity [19] geocommunity,year [19] year,bucharest [19] bucharest,26 [19] 26,30 Top Word Pairs in Tweet in G9:
[11] #geography,much [11] much,more [11] more,creating [11] creating,maps [11] maps,see [11] see,location [11] location,matters [11] matters,thanks [11] thanks,part [9] trimble,catalyst Top Word Pairs in Tweet in G10:
[53] #ai,#iot [48] #industry4,0 [48] 0,technologies [48] technologies,#ai [48] #iot,#sensors [48] #sensors,combination [48] combination,#geospatialtech [48] #geospatialtech,make [48] make,cities [48] cities,smarter Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
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: