The graph represents a network of 3,641 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 Wednesday, 19 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, 35-minute period from Friday, 07 June 2019 at 16:17 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 : 3641
Unique Edges : 5087
Edges With Duplicates : 2242
Total Edges : 7329
Number of Edge Types : 3
Mentions : 5988
Tweet : 1168
Replies to : 173
Self-Loops : 1168
Reciprocated Vertex Pair Ratio : 0.031843233312921
Reciprocated Edge Ratio : 0.0617210682492582
Connected Components : 529
Single-Vertex Connected Components : 304
Maximum Vertices in a Connected Component : 2416
Maximum Edges in a Connected Component : 5833
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.405223
Graph Density : 0.000381416166914656
Modularity : 0.593168
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[360] #gis,#geospatial [294] 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:
[116] #gis,#geospatial [79] new,article [78] article,posted [60] geospatial,data [55] latest,geospatial [52] 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:
[46] geospatial,health [46] health,data [35] r,inla [34] data,modeling [34] modeling,visualization [34] visualization,r [34] inla,shiny [33] book,geospatial [29] super,excited [29] excited,announce Top Word Pairs in Tweet in G10:
[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 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: