The graph represents a network of 4,113 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, 19 March 2019 at 17:33 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, 0-hour, 39-minute period from Thursday, 07 March 2019 at 18:56 UTC to Monday, 18 March 2019 at 19:36 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 : 4113
Unique Edges : 5199
Edges With Duplicates : 1671
Total Edges : 6870
Number of Edge Types : 3
Mentions : 5120
Tweet : 1590
Replies to : 160
Self-Loops : 1590
Reciprocated Vertex Pair Ratio : 0.0499027867790019
Reciprocated Edge Ratio : 0.0950617283950617
Connected Components : 747
Single-Vertex Connected Components : 406
Maximum Vertices in a Connected Component : 2367
Maximum Edges in a Connected Component : 4741
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.59829
Graph Density : 0.000287358768486747
Modularity : 0.679114
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[488] geospatial,data [302] lidarmonkey,geospatial [208] geospatial,world [207] gis,geospatial [148] geospatial,mapping [145] urban,planning [140] investigate,impact [140] impact,effectiveness [140] effectiveness,urban [137] need,investigate Top Word Pairs in Tweet in G1:
[55] geospatial,data [50] geospatial,world [46] link,bio [32] geospatial,analyst [31] click,link [30] geospatial,intelligence [30] geospatial,analytics [24] wairoa,district [24] district,council [23] open,source Top Word Pairs in Tweet in G2:
[70] geospatial,data [20] open,data [20] data,used [20] check,out [19] dyk,copernicus [19] copernicus,full [19] full,free [19] free,open [19] used,evaluation [19] evaluation,development Top Word Pairs in Tweet in G3:
[31] geospatial,industry [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 Top Word Pairs in Tweet in G4:
[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 G5:
[21] geospatial,intelligence [17] geospatial,data [17] economic,development [15] geospatial,mapping [14] morning,downtowntrex [14] downtowntrex,economic [14] development,leaders [14] leaders,already [14] already,working [14] working,work Top Word Pairs in Tweet in G6:
[104] gis,geospatial [100] let's,form [100] form,community [100] community,make [100] juliawagemann,women [97] women,gis [93] geospatial,mapping [93] mapping,earthobservation [93] earthobservation,let's [93] make,geospatial Top Word Pairs in Tweet in G7:
[113] bigdata,analytics [99] mysql,aws [89] geospatial,gis [70] analytics,geospatial [69] ai,machinelearning [62] machinelearning,iot [58] datascience,ai [54] iot,iiot [53] geo,scale [53] scale,mysql Top Word Pairs in Tweet in G8:
[41] world,looked [41] looked,average [41] average,2018 [41] 2018,per [41] per,pixel [41] pixel,average [41] average,colour [41] colour,based [41] based,daily [41] daily,satellite Top Word Pairs in Tweet in G9:
[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 G10:
[20] gis,geospatial [11] mapathon,6 [11] 6,8pm [11] 8pm,3 [11] 3,21 [11] 21,19 [10] find,out [8] neurisa,central [8] central,ma [7] out,urisa's Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
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: