The graph represents a network of 6,262 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, 27 September 2021 at 22:47 UTC.
The requested start date was Monday, 27 September 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 11-day, 17-hour, 21-minute period from Wednesday, 15 September 2021 at 05:47 UTC to Sunday, 26 September 2021 at 23:08 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 : 6262
Unique Edges : 3457
Edges With Duplicates : 12396
Total Edges : 15853
Number of Edge Types : 5
Retweet : 5535
MentionsInRetweet : 7248
Tweet : 1356
Mentions : 1520
Replies to : 194
Self-Loops : 1393
Reciprocated Vertex Pair Ratio : 0.0264993026499303
Reciprocated Edge Ratio : 0.0516304347826087
Connected Components : 684
Single-Vertex Connected Components : 393
Maximum Vertices in a Connected Component : 4571
Maximum Edges in a Connected Component : 13054
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.935131
Graph Density : 0.000206496993270126
Modularity : 0.469745
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,262 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, 27 September 2021 at 22:47 UTC.
The requested start date was Monday, 27 September 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 11-day, 17-hour, 21-minute period from Wednesday, 15 September 2021 at 05:47 UTC to Sunday, 26 September 2021 at 23:08 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:
[1907] humint,geospatial [1906] dod,official [1906] official,humint [1898] gen,henry [1897] ask,gen [1897] henry,centcom [1897] centcom,j2 [1897] j2,specifically [1897] specifically,intel [1897] intel,kabul Top Word Pairs in Tweet in G1:
[1891] ask,gen [1891] gen,henry [1891] henry,centcom [1891] centcom,j2 [1891] j2,specifically [1891] specifically,intel [1891] intel,kabul [1891] kabul,strike [1891] strike,dod [1891] dod,official Top Word Pairs in Tweet in G2:
[90] dmlmont,hey [65] geospatial,data [64] #gis,#geospatial [61] hey,#remotesensing [61] #remotesensing,enthusiasts [61] enthusiasts,released [49] open,source [47] usfws,national [47] national,wetlands [47] wetlands,inventory Top Word Pairs in Tweet in G3:
[61] geospatial,data [45] geospatial,intelligence [23] geospatial,information [22] national,geospatial [21] geospatial,world [18] learn,more [16] geospatial,analytics [16] official,map [15] geospatial,indexing [15] geospatial,analysis Top Word Pairs in Tweet in G4:
[174] geospatial,data [147] #geospatial,analysis [145] #nyc,crime [145] crime,data [143] #nosql,#timeseries [142] join,#geospatial [142] analysis,#nyc [142] data,#griddb [142] #griddb,#iot [142] #iot,#nosql 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:
[47] geospatial,data [18] zero,hunger [14] days,until [14] until,#undataforum [14] #undataforum,co [14] co,hosting [14] hosting,series [14] series,exciting [14] exciting,sessions [14] sessions,including Top Word Pairs in Tweet in G7:
[25] geospatial,technology [25] geospatial,technologies [23] lucychepkosgei,geospatial [21] technologies,developer [18] geospatial,opportunity [17] kenya,geospatial [17] lucychepkosgei,kenya [16] see,attached [15] geospatial,engineering [14] opportunity,rcmrd_ Top Word Pairs in Tweet in G8:
[89] open,data [75] snakebite,kills [75] kills,estimated [75] estimated,81 [75] 81,000 [75] 000,137 [75] 137,000 [75] 000,people [75] people,annually [75] annually,launching Top Word Pairs in Tweet in G9:
[15] value,proposition [14] sectoral,value [14] geospatial,policy [11] proposition,geospatial [10] intergeo,2021 [9] geospatial,industry [9] geospatial,infrastructure [8] online,summit [8] indian,geospatial [7] industry,shared Top Word Pairs in Tweet in G10:
[76] multiple,#phd [76] #phd,opportunities [76] opportunities,geospatial [76] geospatial,analytics [76] analytics,university [76] university,#arkansas [76] #arkansas,usa [76] usa,#academictwitter [76] #academictwitter,#phdvoice [75] banjialo,multiple Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
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: