The graph represents a network of 5,252 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 Monday, 04 October 2021 at 22:55 UTC.
The requested start date was Monday, 04 October 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 23-hour, 17-minute period from Monday, 20 September 2021 at 00:34 UTC to Sunday, 03 October 2021 at 23:51 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 : 5252
Unique Edges : 4362
Edges With Duplicates : 11436
Total Edges : 15798
Number of Edge Types : 5
Mentions : 2005
Tweet : 1575
Retweet : 4836
MentionsInRetweet : 7140
Replies to : 242
Self-Loops : 1626
Reciprocated Vertex Pair Ratio : 0.0404066400720628
Reciprocated Edge Ratio : 0.0776747062461348
Connected Components : 733
Single-Vertex Connected Components : 396
Maximum Vertices in a Connected Component : 3657
Maximum Edges in a Connected Component : 13535
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.56617
Graph Density : 0.000293165788752674
Modularity : 0.448458
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,252 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 Monday, 04 October 2021 at 22:55 UTC.
The requested start date was Monday, 04 October 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 23-hour, 17-minute period from Monday, 20 September 2021 at 00:34 UTC to Sunday, 03 October 2021 at 23:51 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : geospatial
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[704] geospatial,data [208] geospatial,intelligence [196] geospatial,engineering [183] #geospatial,analysis [161] #gis,#geospatial [144] join,#geospatial [144] #nyc,crime [144] crime,data [144] #nosql,#timeseries [143] analysis,#nyc Top Word Pairs in Tweet in G1:
[155] geospatial,data [98] #gis,#geospatial [91] data,python [75] open,source [74] dmlmont,hey [60] workshop,#foss4g2021 [60] pm,edt [56] #leafmap,workshop [55] v0,co [54] #awesomespectralindices,v0 Top Word Pairs in Tweet in G2:
[55] geospatial,data [53] geospatial,intelligence [29] national,geospatial [28] geospatial,world [27] geospatial,technology [23] intelligence,agency [21] learn,more [17] geospatial,information [17] official,map [16] open,maps Top Word Pairs in Tweet in G3:
[37] kenya,geospatial [27] geospatial,technologies [25] lucychepkosgei,kenya [25] digital,skills [22] technologies,developer [19] geospatial,technology [19] geospatial,opportunity [18] geospatial,engineering [18] 1000,university [18] university,students Top Word Pairs in Tweet in G4:
[48] st,louis [46] geospatial,intelligence [22] learn,more [22] office,building [21] gathering,geospatial [20] game,changing [20] thank,work [20] work,providing [20] providing,geospatial [20] geospatial,advantage Top Word Pairs in Tweet in G5:
[98] integral,part [97] map,show [97] show,bloomberglive [97] bloomberglive,incomplete [97] incomplete,india [97] india,include [97] include,recognised [97] recognised,integral [97] part,#india [90] wof_updates,map Top Word Pairs in Tweet in G6:
[161] geospatial,engineering [101] guysss,graduated [101] graduated,today [101] today,bsc [101] bsc,geospatial [101] engineering,bagggg [100] _er_rotich,guysss [58] students,geospatial [58] engineering,department [58] department,university Top Word Pairs in Tweet in G7:
[138] #nyc,crime [138] crime,data [138] #nosql,#timeseries [137] join,#geospatial [137] #geospatial,analysis [137] analysis,#nyc [137] data,#griddb [137] #griddb,#iot [137] #iot,#nosql [136] griddbcommunity,join Top Word Pairs in Tweet in G8:
[106] anonymously,collects [83] geospatial,data [66] collects,validates [66] validates,geospatial [63] re,thrilled [63] thrilled,welcome [63] welcome,xyo [63] xyo,officialxyo [63] officialxyo,xy [63] xy,oracle Top Word Pairs in Tweet in G9:
[36] geospatial,data [16] data,python [14] gis,python [10] #getmoreinsights,#coolerdata [10] #coolerdata,#data [9] data,science [9] singularitynet,agix [9] agix,added [9] added,geolocation [9] geolocation,service Top Word Pairs in Tweet in G10:
[30] geospatial,data [14] zero,hunger [12] #space,#science [10] geospatial,technology [10] geospatial,thinking [10] thinking,technology [9] economic,development [9] harnessing,geospatial [9] data,achieve [9] achieve,sdg Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
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: