The graph represents a network of 3,660 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, 24 April 2019 at 17:06 UTC.
The requested start date was Tuesday, 23 April 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, 42-minute period from Friday, 12 April 2019 at 16:10 UTC to Monday, 22 April 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 : 3660
Unique Edges : 5171
Edges With Duplicates : 2199
Total Edges : 7370
Number of Edge Types : 3
Mentions : 5704
Replies to : 222
Tweet : 1444
Self-Loops : 1444
Reciprocated Vertex Pair Ratio : 0.031897265948633
Reciprocated Edge Ratio : 0.0618225612203934
Connected Components : 685
Single-Vertex Connected Components : 464
Maximum Vertices in a Connected Component : 2220
Maximum Edges in a Connected Component : 5484
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.467453
Graph Density : 0.000372014808907447
Modularity : 0.596067
NodeXL Version : 1.0.1.411
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[323] geospatial,data [236] lidarmonkey,#geospatial [182] #geospatial,#gis [140] geospatial,world [134] geospatial,analytics [115] #bigdata,#analytics [114] #gis,#geospatial [108] #analytics,#geospatial [107] check,out [94] #datascience,#ai Top Word Pairs in Tweet in G1:
[63] #gis,#geospatial [63] #geospatial,#gis [46] check,out [40] keith,masback [37] link,bio [36] geospatial,world [34] geospatial,data [33] #geospatial,data [32] #ottawa,june [32] june,18 Top Word Pairs in Tweet in G2:
[98] geospatial,analytics [93] bentley,systems [92] analytics,software [92] software,market [92] market,booming [92] booming,worldwide [92] worldwide,leading [92] leading,key [92] key,players [92] players,bentley Top Word Pairs in Tweet in G3:
[61] still,fascinates [61] fascinates,mercator [61] mercator,projection [61] projection,distorts [61] distorts,size [61] size,countries [61] countries,map [61] map,animation [61] animation,compares [61] compares,real Top Word Pairs in Tweet in G4:
[100] #bigdata,#analytics [95] #analytics,#geospatial [83] #datascience,#ai [68] #geospatial,#gis [61] #gis,#datascience [44] gt,gt [36] ambarella,unveils [36] unveils,hd [36] hd,mapping [36] mapping,platform Top Word Pairs in Tweet in G5:
[41] geospatial,data [19] licence,help [17] simplify,access [16] geospatial,commission [16] #geospatial,#data [16] marine,geospatial [16] data,key [15] new,'data [15] 'data,exploration [15] exploration,licence' Top Word Pairs in Tweet in G6:
[53] geospatial_jb,ilhanmn [32] 1cutie4u2c,geospatial_jb [12] brooklynredleg,1cutie4u2c [11] nra,members [10] lot,more [10] brooklynredleg,geospatial_jb [9] ilhanmn,knows [9] knows,nra [9] members,usually [9] usually,very Top Word Pairs in Tweet in G7:
[22] open,source [12] check,out [10] even,planning [10] planning,attend [10] attend,highly [10] highly,recommend [10] recommend,#foss4g [10] #foss4g,community [10] community,review [9] xurxosanz,even Top Word Pairs in Tweet in G8:
[90] #now,#ss26 [90] #ss26,#iskander [90] #iskander,#ssm [90] #ssm,practice [90] practice,#hmeimim [90] #hmeimim,#russian [90] #russian,airbase [90] airbase,#syria [90] #syria,#snaptasking [90] #snaptasking,high Top Word Pairs in Tweet in G9:
[17] cholera,power [17] power,geospatial [15] read,work [15] work,ehealth_africa [15] ehealth_africa,article [15] article,'fighting [15] 'fighting,cholera [15] geospatial,mapping' [14] ncdcgov,read [14] mapping',st Top Word Pairs in Tweet in G10:
[32] remote,sensing [31] sensing,geospatial [30] women,remote [26] latest,isprs_sc [26] isprs_sc,newsletter [25] geospatial,information [20] join,webinar [16] special,issue [14] 1,10 [14] 10,excited Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: