The graph represents a network of 3,928 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, 15 January 2019 at 18:33 UTC.
The requested start date was Tuesday, 15 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 13-day, 23-hour, 54-minute period from Tuesday, 01 January 2019 at 01:05 UTC to Tuesday, 15 January 2019 at 00:59 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 : 3928
Unique Edges : 5182
Edges With Duplicates : 1896
Total Edges : 7078
Number of Edge Types : 3
Mentions : 5320
Replies to : 154
Tweet : 1604
Self-Loops : 1604
Reciprocated Vertex Pair Ratio : 0.0357218347072501
Reciprocated Edge Ratio : 0.0689795918367347
Connected Components : 710
Single-Vertex Connected Components : 438
Maximum Vertices in a Connected Component : 2375
Maximum Edges in a Connected Component : 5127
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.473533
Graph Density : 0.000317660854380634
Modularity : 0.653977
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[850] gt,gt [427] geospatial,data [286] lidarmonkey,geospatial [235] ar,vr [231] vr,mr [231] mr,hologram [228] gt,mikequindazzi [228] mikequindazzi,gt [228] gt,ar [205] geospatial,gis Top Word Pairs in Tweet in G1:
[77] geospatial,data [65] geospatial,technology [49] technology,trends [49] watch,2019 [47] trends,watch [37] geospatial,world [36] î,î [32] geospatial,intelligence [28] ã,ã [20] drone,companies Top Word Pairs in Tweet in G2:
[36] geospatial,industry [32] top,100 [32] 100,geospatial [30] geospatial,technology [28] 2019,top [28] geospatial,companies [27] companies,startups [26] geospatial,data [24] san,francisco [24] startups,list Top Word Pairs in Tweet in G3:
[54] geospatial,data [37] geography,much [37] much,more [37] more,creating [37] creating,maps [37] maps,see [37] see,location [37] location,matters [37] matters,thanks [37] thanks,part Top Word Pairs in Tweet in G4:
[61] geospatial,data [27] chief,geospatial [27] geospatial,scientist [27] scientist,jeremy_morley [27] jeremy_morley,discussing [21] next,week [20] day,day [19] partnership,rgs_ibg [18] rgs_ibg,chief [18] discussing,day Top Word Pairs in Tweet in G5:
[736] gt,gt [208] ar,vr [205] vr,mr [205] mr,hologram [202] gt,mikequindazzi [202] mikequindazzi,gt [202] gt,ar [139] china,creates [139] creates,fan [139] fan,screen Top Word Pairs in Tweet in G6:
[162] bigdata,analytics [140] geospatial,gis [97] machinelearning,datascience [85] analytics,geospatial [83] gis,machinelearning [78] nosql,geospatial [77] cheat,sheet [76] sheet,bigdata [74] 9,page [74] page,data Top Word Pairs in Tweet in G7:
[21] gis,geospatial [17] geospatial,data [15] out,esri [11] featured,geography [11] geography,major [11] major,soooooooo [11] soooooooo,people [11] people,thinking [11] thinking,gis [11] gis,weather Top Word Pairs in Tweet in G8:
[53] open,source [51] interested,learning [51] geospatial,workflow [51] workflow,using [50] learning,modern [50] modern,geospatial [50] using,open [50] source,pkgs [50] pkgs,python [50] python,finished Top Word Pairs in Tweet in G9:
[18] geospatial,gis [11] geospatial,data [9] clirnews,postdoctoral [9] postdoctoral,fellowship [8] spatial,geospatial [8] three,more [8] more,days [8] days,apply [8] apply,cublibraries [8] cublibraries,clirnews Top Word Pairs in Tweet in G10:
[12] incredible,opportunities [12] opportunities,twelve [12] twelve,fully [12] fully,funded [12] funded,graduate [12] graduate,assistantships [12] assistantships,25 [12] 25,000 [12] 000,salary [12] salary,benefits Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G7:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: