The graph represents a network of 4,543 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, 19 February 2019 at 18:34 UTC.
The requested start date was Tuesday, 19 February 2019 at 01:01 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 5-day, 19-hour, 21-minute period from Wednesday, 13 February 2019 at 00:14 UTC to Monday, 18 February 2019 at 19:36 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 : 4543
Unique Edges : 6506
Edges With Duplicates : 1579
Total Edges : 8085
Number of Edge Types : 3
Mentions : 6577
Replies to : 295
Tweet : 1213
Self-Loops : 1213
Reciprocated Vertex Pair Ratio : 0.0207516339869281
Reciprocated Edge Ratio : 0.0406595165679526
Connected Components : 572
Single-Vertex Connected Components : 339
Maximum Vertices in a Connected Component : 3188
Maximum Edges in a Connected Component : 6495
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.777621
Graph Density : 0.000302748248475137
Modularity : 0.663247
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1362] excellence,award [1326] geospatial,excellence [1296] water,resources [1295] artofliving,conferred [1295] conferred,geospatial [1295] award,water [1295] resources,conservation [1293] srisri,artofliving [1289] geospatial,media [1285] conservation,geospatial Top Word Pairs in Tweet in G1:
[1297] geospatial,excellence [1297] excellence,award [1285] srisri,artofliving [1285] artofliving,conferred [1285] conferred,geospatial [1285] award,water [1285] water,resources [1285] resources,conservation [1276] geospatial,media [1275] conservation,geospatial Top Word Pairs in Tweet in G2:
[159] lidarmonkey,geospatial [94] geospatial,data [80] geospatial,world [60] world,lidarmonkey [32] remote,sensing [26] geospatial,industry [21] ideas,shared [20] ordnance,survey [19] geospatial,technology [19] event,dubai Top Word Pairs in Tweet in G3:
[140] solar,system [140] system,travels [140] travels,through [140] through,galaxy [140] galaxy,credit [140] credit,thistimeisgreat [140] thistimeisgreat,imgur [139] mapscaping,solar [139] imgur,geogr [127] world,looked Top Word Pairs in Tweet in G4:
[69] geospatial,data [31] geospatial,world [31] geospatial,information [21] geospatial,intelligence [20] new,space [20] space,agency [20] agency,signals [20] focus,harnessing [20] harnessing,geospatial [19] geospatial,analyst Top Word Pairs in Tweet in G5:
[28] geospatial_jb,chrismurphyct [22] dudy,noble [19] green2392,chrismurphyct [17] rafael,palmeiro [16] mississippi,state [14] don,t [14] noble,field [14] green2392,geospatial_jb [13] ron,polk [13] madicutestar,geospatial_jb Top Word Pairs in Tweet in G6:
[25] geospatial,data [24] sustainable,development [24] development,goals [23] innovations,geospatial [23] geospatial,technologies [23] technologies,achieving [23] achieving,sustainable [19] التنبؤ,بالنمو [19] بالنمو,العمراني [19] العمراني,لمدينة Top Word Pairs in Tweet in G7:
[39] army,geospatial [39] geospatial,center [39] center,sub [39] sub,red [39] red,castle [39] castle,anon [39] anon,notable [39] notable,qanon [39] qanon,armygeospatialcenter [39] armygeospatialcenter,redcastle Top Word Pairs in Tweet in G9:
[34] data,science [34] science,cheat [34] cheat,sheets [34] sheets,bigdata [34] bigdata,analytics [34] analytics,nosql [34] nosql,hadoop [34] hadoop,geospatial [34] geospatial,gis [34] gis,machinelearning Top Word Pairs in Tweet in G10:
[44] pleased,announce [44] announce,4 [44] 4,new [44] new,digitalarthistory [44] digitalarthistory,grants [44] grants,support [44] support,use [44] use,geospatial [44] geospatial,digital [44] digital,mapping Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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: