The graph represents a network of 5,352 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, 23 August 2022 at 00:04 UTC.
The requested start date was Monday, 22 August 2022 at 00:01 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, 50-minute period from Monday, 08 August 2022 at 00:08 UTC to Sunday, 21 August 2022 at 23:58 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 : 5352
Unique Edges : 3428
Edges With Duplicates : 9565
Total Edges : 12993
Number of Edge Types : 5
Tweet : 1881
Retweet : 4082
MentionsInRetweet : 5326
Mentions : 1472
Replies to : 232
Self-Loops : 1960
Reciprocated Vertex Pair Ratio : 0.0330011436039863
Reciprocated Edge Ratio : 0.0638937213348094
Connected Components : 985
Single-Vertex Connected Components : 567
Maximum Vertices in a Connected Component : 2592
Maximum Edges in a Connected Component : 8276
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.06138
Graph Density : 0.000220786302324224
Modularity : 0.482786
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 5,352 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, 23 August 2022 at 00:04 UTC.
The requested start date was Monday, 22 August 2022 at 00:01 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, 50-minute period from Monday, 08 August 2022 at 00:08 UTC to Sunday, 21 August 2022 at 23:58 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 : geospatial
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 Domains
Top Word Pairs in Tweet in Entire Graph:
[417] geospatial,data [185] earth,observation [184] geospatial,mapping [180] #geospatial,analysis [179] join,#geospatial [179] #nyc,crime [179] crime,data [179] #nosql,#timeseries [178] analysis,#nyc [178] data,#griddb Top Word Pairs in Tweet in G1:
[81] geospatial,data [33] geospatial,information [30] geospatial,technologies [29] geospatial,capabilities [26] military,exercises [26] commercial,geospatial [26] technologies,detect [26] detect,gps [25] tested,military [23] geospatial,world Top Word Pairs in Tweet in G2:
[51] earth,engine [49] google,earth [40] dude,found [40] found,geoseer [40] geoseer,search [40] search,portal [40] portal,public [40] public,facing [40] facing,geospatial [40] geospatial,web Top Word Pairs in Tweet in G3:
[98] online,class [98] exam,expert [98] expert,help [84] class,homework [84] homework,assignment [84] assignment,exam [81] offer,online [75] geospatial,data [46] united,states [38] data,python Top Word Pairs in Tweet in G4:
[132] earth,observation [121] use,earth [99] observation,geospatial [79] geospatial,capabilities [64] launch,use [52] nbs_somalia,snbs [41] capabilities,environmental [38] geospatial,data [36] gis,forum [35] snbs,partnership Top Word Pairs in Tweet in G5:
[179] #nyc,crime [179] crime,data [179] #nosql,#timeseries [178] join,#geospatial [178] #geospatial,analysis [178] analysis,#nyc [178] data,#griddb [178] #griddb,#iot [178] #iot,#nosql [177] griddbcommunity,join Top Word Pairs in Tweet in G6:
[165] ministrywcd,partnership [165] partnership,bisag [165] bisag,ii [165] ii,conducted [165] conducted,national [165] national,workshop [165] workshop,geospatial [165] geospatial,mapping [165] mapping,enabling [165] enabling,access Top Word Pairs in Tweet in G7:
[148] nasa,ufo [148] ufo,thing [148] thing,wonder [148] wonder,nasa [148] nasa,requested [148] requested,recieved [148] recieved,raw [148] raw,ufo [148] ufo,data [148] data,complied Top Word Pairs in Tweet in G8:
[140] collects,data [140] data,phone [140] phone,including [140] including,contact [140] contact,information [140] information,phone [140] phone,logs [140] logs,geospatial [140] geospatial,location [140] location,oh Top Word Pairs in Tweet in G9:
[75] geospatial,api [55] arcore,geospatial [38] terrain,anchors [34] world,scale [33] #arcore,geospatial [32] ar,experiences [30] api,getting [30] getting,upgrade [30] upgrade,terrain [30] anchors,enable Top Word Pairs in Tweet in G10:
[29] aaron,zhu [29] zhu,shares [29] shares,python [29] python,libraries [29] libraries,useful [29] useful,process [29] process,geospatial [29] geospatial,data [29] data,create [29] create,geospatial Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
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: