The graph represents a network of 3,706 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, 27 August 2019 at 17:15 UTC.
The requested start date was Tuesday, 27 August 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, 22-hour, 26-minute period from Friday, 16 August 2019 at 01:33 UTC to Monday, 26 August 2019 at 23:59 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 : 3706
Unique Edges : 5157
Edges With Duplicates : 2032
Total Edges : 7189
Number of Edge Types : 3
Mentions : 5697
Tweet : 1287
Replies to : 205
Self-Loops : 1287
Reciprocated Vertex Pair Ratio : 0.0300306435137896
Reciprocated Edge Ratio : 0.0583101943673146
Connected Components : 657
Single-Vertex Connected Components : 375
Maximum Vertices in a Connected Component : 2329
Maximum Edges in a Connected Component : 5533
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.727547
Graph Density : 0.000367205530951377
Modularity : 0.620627
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[335] #datascience,#ai [330] geospatial,data [239] #geospatial,#gis [216] #bigdata,#datascience [215] #bigdata,#analytics [213] #geospatial,platform [211] platform,w [211] w,#reinforcementlearning [211] #reinforcementlearning,featuring [211] featuring,gp_pulipaka Top Word Pairs in Tweet in G1:
[72] #geospatial,#gis [54] #geospatial,data [50] #gis,#geospatial [36] location,data [35] significant,impact [34] geospatial,location [32] agree,geospatial [32] data,tools [32] tools,technologies [32] technologies,services Top Word Pairs in Tweet in G2:
[35] geospatial,data [34] geospatial,intelligence [33] bae,systems [25] geospatial,imagery [25] geospatial,analysis [23] xts,guard [23] guard,7 [23] access,geospatial [22] geospatial,analyst [22] geospatial,analytics Top Word Pairs in Tweet in G3:
[86] #geography,#geographyteacher [81] #geographyteacher,#geospatial [79] #geospatial,#science [61] satellites,aeolus [61] aeolus,map [61] map,earth [61] earth,polar [61] polar,orbits [61] orbits,#geography [60] mapscaping,satellites Top Word Pairs in Tweet in G4:
[314] #datascience,#ai [204] #bigdata,#datascience [199] #geospatial,platform [199] platform,w [199] w,#reinforcementlearning [199] #reinforcementlearning,featuring [199] featuring,gp_pulipaka [193] #bigdata,#analytics [176] #analytics,#geospatial [176] gp_pulipaka,#geospatial Top Word Pairs in Tweet in G5:
[33] 14,00 [31] geospatial,technology [29] webinar,geospatial [29] technology,public [29] public,participation [28] 00,cest [27] august,14 [26] miss,#elise [26] #elise,rapid [26] rapid,study Top Word Pairs in Tweet in G6:
[31] st,louis [21] geospatial,technology [20] louis,becoming [13] geospatial,intelligence [13] becoming,hub [13] hub,#geospatial [13] #geospatial,innovation [13] innovation,#education [13] #education,efforts [13] efforts,underway Top Word Pairs in Tweet in G7:
[69] improve,services [56] geospatial,data [56] data,technology [56] technology,already [56] already,being [56] being,used [56] used,innovatively [56] innovatively,cities [56] cities,around [56] around,world Top Word Pairs in Tweet in G8:
[62] u,s [58] energy,traders [58] traders,rely [58] rely,eia [58] eia,surveys [58] surveys,indication [58] indication,weekly [58] weekly,u [58] s,oil [58] oil,storage Top Word Pairs in Tweet in G9:
[10] dr,karen [10] karen,joyce [10] joyce,exploring [10] exploring,ways [10] ways,engage [10] engage,next [10] next,generation [10] generation,surveyors [10] surveyors,geospatial [10] geospatial,scientists Top Word Pairs in Tweet in G10:
[13] seeking,public [13] public,comment [13] comment,geospatial [13] geospatial,coverages [13] coverages,data [13] data,cube [13] cube,community [13] community,practice [13] practice,document [13] document,documents Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G9:
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: