The graph represents a network of 4,129 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, 20 March 2019 at 17:34 UTC.
The requested start date was Tuesday, 19 March 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 11-day, 2-hour, 55-minute period from Thursday, 07 March 2019 at 21:05 UTC to Tuesday, 19 March 2019 at 00:00 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 : 4129
Unique Edges : 5216
Edges With Duplicates : 1663
Total Edges : 6879
Number of Edge Types : 3
Mentions : 5109
Tweet : 1613
Replies to : 157
Self-Loops : 1613
Reciprocated Vertex Pair Ratio : 0.0488120950323974
Reciprocated Edge Ratio : 0.0930807248764415
Connected Components : 759
Single-Vertex Connected Components : 415
Maximum Vertices in a Connected Component : 2348
Maximum Edges in a Connected Component : 4715
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.630337
Graph Density : 0.000284901087223852
Modularity : 0.679981
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[473] geospatial,data [308] lidarmonkey,geospatial [208] geospatial,world [195] gis,geospatial [145] urban,planning [140] investigate,impact [140] impact,effectiveness [140] effectiveness,urban [137] need,investigate [137] planning,city Top Word Pairs in Tweet in G1:
[53] geospatial,data [49] geospatial,world [47] link,bio [35] geospatial,analytics [32] geospatial,analyst [32] click,link [31] geospatial,intelligence [25] retail,sales [24] wairoa,district [24] district,council Top Word Pairs in Tweet in G2:
[65] geospatial,data [20] open,data [20] data,used [19] dyk,copernicus [19] copernicus,full [19] full,free [19] free,open [19] used,evaluation [19] evaluation,development [19] development,projects Top Word Pairs in Tweet in G3:
[31] geospatial,industry [29] geography,much [29] much,more [29] more,creating [29] creating,maps [29] maps,see [29] see,location [29] location,matters [29] matters,thanks [29] thanks,part Top Word Pairs in Tweet in G4:
[96] geospatial,mapping [90] juliawagemann,women [90] let's,form [90] form,community [90] community,make [87] women,gis [83] gis,geospatial [83] mapping,earthobservation [83] earthobservation,let's [83] make,geospatial Top Word Pairs in Tweet in G5:
[63] esri,arcgis [62] probably,one [62] one,coolest [62] coolest,signs [62] signs,ve [62] ve,seen [62] seen,esri [62] arcgis,esri [62] esri,maps [62] maps,mapping Top Word Pairs in Tweet in G6:
[133] need,investigate [133] investigate,impact [133] impact,effectiveness [133] effectiveness,urban [133] urban,planning [133] planning,city [133] city,spatial [133] spatial,development [133] development,7 [133] 7,cities Top Word Pairs in Tweet in G7:
[30] world,looked [30] looked,average [30] average,2018 [30] 2018,per [30] per,pixel [30] pixel,average [30] average,colour [30] colour,based [30] based,daily [30] daily,satellite Top Word Pairs in Tweet in G8:
[108] bigdata,analytics [99] mysql,aws [89] geospatial,gis [70] analytics,geospatial [64] ai,machinelearning [58] datascience,ai [57] machinelearning,iot [54] iot,iiot [53] geo,scale [53] scale,mysql Top Word Pairs in Tweet in G9:
[25] geographer,teach [25] teach,gis [25] gis,geographic [25] geographic,information [25] information,science [25] science,new [25] new,zealand [25] zealand,massive [25] massive,geospatial [25] geospatial,skills Top Word Pairs in Tweet in G10:
[19] gis,geospatial [14] guess,ncsugeospatial [14] ncsugeospatial,hiring [14] hiring,new [14] new,teaching [14] teaching,faculty [14] faculty,member [14] member,searching [14] searching,talented [14] talented,individual 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 G5:
Top Replied-To in G8:
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: