The graph represents a network of 3,645 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 Thursday, 20 June 2019 at 17:06 UTC.
The requested start date was Tuesday, 18 June 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 10-day, 7-hour, 26-minute period from Friday, 07 June 2019 at 16:26 UTC to Monday, 17 June 2019 at 23:52 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 : 3645
Unique Edges : 5088
Edges With Duplicates : 2246
Total Edges : 7334
Number of Edge Types : 3
Mentions : 5994
Tweet : 1167
Replies to : 173
Self-Loops : 1167
Reciprocated Vertex Pair Ratio : 0.0316197470420237
Reciprocated Edge Ratio : 0.0613011666996243
Connected Components : 530
Single-Vertex Connected Components : 304
Maximum Vertices in a Connected Component : 2417
Maximum Edges in a Connected Component : 5831
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.407499
Graph Density : 0.000380729959540384
Modularity : 0.593356
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[358] #gis,#geospatial [297] geospatial,data [212] examples,geographic [212] geographic,projections [212] projections,source [212] source,#gis [211] mapscaping,examples [196] #bigdata,#analytics [144] #gis,#datascience [140] #analytics,#geospatial Top Word Pairs in Tweet in G1:
[115] #gis,#geospatial [77] new,article [76] article,posted [59] geospatial,data [53] latest,geospatial [51] geospatial,world [46] #geospatial,data [44] qgis,opengeospatial [44] opengeospatial,geoinformations [44] geoinformations,georezo Top Word Pairs in Tweet in G2:
[212] #gis,#geospatial [200] examples,geographic [200] geographic,projections [200] projections,source [200] source,#gis [199] mapscaping,examples [114] solar,system [114] system,travels [114] travels,through [114] through,galaxy Top Word Pairs in Tweet in G3:
[36] geospatial,data [34] link,bio [22] geospatial,analyst [21] bae,systems [20] click,link [16] geospatial,analysis [15] geospatial,intelligence [15] geospatial,division [14] s,geospatial [13] bio,apply Top Word Pairs in Tweet in G4:
[48] geospatial,investment [48] investment,readiness [47] apply,geospatial [45] geospatial,data [42] readiness,pitchfest [42] 21st,june [32] pitchfest,geovation [32] find,out [30] deadline,extended [30] still,time Top Word Pairs in Tweet in G5:
[49] geospatial,week [25] isprs,geospatial [18] landsat,8 [17] geospatial,data [17] #isprs,geospatial [16] week,2019 [15] mondegeospatial,chapter [15] 8,imagery [13] geospatial,analysis [12] mondegeospatial,qgis Top Word Pairs in Tweet in G6:
[129] follow,stay [129] stay,up [129] up,date [129] date,things [129] things,geospatial [129] geospatial,discover [129] discover,technology [129] technology,benefit [129] benefit,business [128] geobyharris,follow Top Word Pairs in Tweet in G7:
[163] #bigdata,#analytics [120] #gis,#datascience [116] #analytics,#geospatial [115] #datascience,#ai [83] #gps,#gis [78] #geospatial,#gps [77] satellite,ionospheric [77] ionospheric,scintillations [77] scintillations,based [77] based,decision Top Word Pairs in Tweet in G8:
[26] spatial,models [15] using,r [14] geospatial,data [13] deep,compositional [13] compositional,spatial [13] models,combining [13] combining,deep [13] deep,stochastic [13] stochastic,processes [13] processes,spatial Top Word Pairs in Tweet in G9:
[8] geospatial,academy [7] interesting,see [7] see,challenges [7] challenges,esri [7] esri,solved [7] solved,run [7] run,1000s [7] 1000s,k8s [7] k8s,azure [7] azure,geospatial Top Word Pairs in Tweet in G10:
[21] t,rex [16] geosaurus,unleashed [13] 5,7 [13] 7,30 [13] new,geosaurus [13] unleashed,monthly [10] wednesday,5 [10] 30,t [10] rex,join [10] join,t Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: