The graph represents a network of 3,922 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, 22 January 2019 at 18:33 UTC.
The requested start date was Tuesday, 22 January 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 12-day, 6-hour, 44-minute period from Wednesday, 09 January 2019 at 18:16 UTC to Tuesday, 22 January 2019 at 01:00 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 : 3922
Unique Edges : 5397
Edges With Duplicates : 2040
Total Edges : 7437
Number of Edge Types : 3
Tweet : 1626
Mentions : 5663
Replies to : 148
Self-Loops : 1626
Reciprocated Vertex Pair Ratio : 0.0412871888281724
Reciprocated Edge Ratio : 0.0793002915451895
Connected Components : 719
Single-Vertex Connected Components : 434
Maximum Vertices in a Connected Component : 2440
Maximum Edges in a Connected Component : 5535
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.566863
Graph Density : 0.000334565340123221
Modularity : 0.653575
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[453] geospatial,data [311] lidarmonkey,geospatial [175] geospatial,world [169] geospatial,intelligence [168] geospatial,companies [167] bigdata,analytics [166] geospatial,gis [145] top,100 [143] 100,geospatial [140] geospatial,technology Top Word Pairs in Tweet in G1:
[68] geospatial,data [44] geospatial,world [31] geospatial,intelligence [25] geospatial,software [22] geospatial,technology [18] check,out [18] hm,land [17] geospatial,analysis [17] link,bio [17] land,registry Top Word Pairs in Tweet in G2:
[58] geospatial,data [55] geospatial,technology [49] technology,trends [47] major,geospatial [45] trends,2019 [36] geospatial,companies [34] 2019,geoworldmedia [32] top,100 [32] 100,geospatial [32] 2019,top Top Word Pairs in Tweet in G3:
[52] geospatial,data [20] open,geospatial [18] more,open [17] teamed,up [17] up,mobileye [17] deliver,roadside [17] roadside,infrastructure [17] infrastructure,data [17] data,enable [17] enable,connected Top Word Pairs in Tweet in G4:
[153] bigdata,analytics [104] analytics,geospatial [97] geospatial,gis [78] gis,machinelearning [77] machinelearning,datascience [73] datascience,ai [73] ai,iot [61] cheat,sheet [59] 9,page [59] page,data Top Word Pairs in Tweet in G5:
[25] geography,much [25] much,more [25] more,creating [25] creating,maps [25] maps,see [25] see,location [25] location,matters [25] matters,thanks [25] thanks,part [19] gis,geospatial Top Word Pairs in Tweet in G6:
[69] geospatial,companies [61] top,100 [59] 100,geospatial [49] companies,startups [35] 2019,top [34] startups,list [22] geospatial,industry [18] big,day [18] day,thrilled [18] thrilled,announce Top Word Pairs in Tweet in G7:
[27] jack,dangermond [26] dangermond,discusses [26] discusses,computing [26] computing,power [26] power,cloud [26] cloud,having [26] having,great [26] great,impact [26] impact,gis [26] gis,read Top Word Pairs in Tweet in G8:
[21] geospatial,information [20] cities,vulnerable [20] vulnerable,climatechange [20] climatechange,impacts [20] impacts,new [20] new,lifeproject [20] lifeproject,urbangreen [20] urbangreen,show [20] show,management [20] management,green Top Word Pairs in Tweet in G9:
[39] geography,geographyteacher [39] geographyteacher,geospatial [25] pluto,1994 [25] 1994,2018 [25] 2018,geospatial [25] geospatial,mapping [25] mapping,cartography [25] cartography,geography [24] mapscaping,pluto [24] geospatial,htt Top Word Pairs in Tweet in G10:
[17] check,out [17] out,fantastic [17] fantastic,hgis [17] hgis,projects [17] projects,created [17] created,undergraduate [17] undergraduate,students [17] students,absolutely [17] absolutely,fantastic [17] fantastic,work Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
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Top Replied-To in G7:
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:
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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: