The graph represents a network of 3,694 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, 23 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, 9-hour, 6-minute period from Friday, 12 April 2019 at 14:46 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 : 3694
Unique Edges : 5208
Edges With Duplicates : 2193
Total Edges : 7401
Number of Edge Types : 3
Mentions : 5766
Replies to : 223
Tweet : 1412
Self-Loops : 1412
Reciprocated Vertex Pair Ratio : 0.0326488706365503
Reciprocated Edge Ratio : 0.0632332471664347
Connected Components : 690
Single-Vertex Connected Components : 464
Maximum Vertices in a Connected Component : 2239
Maximum Edges in a Connected Component : 5497
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.468136
Graph Density : 0.000368642529047551
Modularity : 0.597922
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[330] geospatial,data [193] lidarmonkey,#geospatial [182] #geospatial,#gis [132] geospatial,world [128] geospatial,analytics [116] #bigdata,#analytics [115] #gis,#geospatial [109] #analytics,#geospatial [108] check,out [94] geospatial,intelligence Top Word Pairs in Tweet in G1:
[64] #gis,#geospatial [63] #geospatial,#gis [46] check,out [41] keith,masback [37] link,bio [36] geospatial,world [34] geospatial,data [32] #ottawa,june [32] june,18 [32] 18,19 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:
[101] #bigdata,#analytics [96] #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:
[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 Word Pairs in Tweet in G9:
[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 G10:
[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 Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
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:
Top Tweeters in G2:
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: