The graph represents a network of 4,510 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, 24 August 2020 at 21:42 UTC.
The requested start date was Monday, 24 August 2020 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, 13-hour, 9-minute period from Monday, 10 August 2020 at 00:05 UTC to Friday, 21 August 2020 at 13:14 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 : 4510
Unique Edges : 3210
Edges With Duplicates : 8962
Total Edges : 12172
Number of Edge Types : 5
Retweet : 3956
MentionsInRetweet : 5398
Tweet : 1262
Mentions : 1343
Replies to : 213
Self-Loops : 1297
Reciprocated Vertex Pair Ratio : 0.0325488232348523
Reciprocated Edge Ratio : 0.0630455868089234
Connected Components : 649
Single-Vertex Connected Components : 333
Maximum Vertices in a Connected Component : 2935
Maximum Edges in a Connected Component : 9853
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.974402
Graph Density : 0.000304195747455569
Modularity : 0.45744
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 4,510 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, 24 August 2020 at 21:42 UTC.
The requested start date was Monday, 24 August 2020 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, 13-hour, 9-minute period from Monday, 10 August 2020 at 00:05 UTC to Friday, 21 August 2020 at 13:14 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:
[421] geospatial,data [133] #geospatial,data [132] #gis,#geospatial [130] #earthengine,tutorial [129] geospatial,information [125] #द,शद [125] शद,र [125] र,ह [125] ह,_द [125] _द,न Top Word Pairs in Tweet in G1:
[79] geospatial,engineers [79] engineers,responsible [79] responsible,using [79] using,geographic [79] geographic,data [79] data,supports [79] supports,military [79] military,operations [79] operations,disaster [79] disaster,relief Top Word Pairs in Tweet in G2:
[111] #earthengine,tutorial [105] giswqs,#earthengine [93] geospatial,data [87] earth,engine [87] classification,blog [71] #datascience,#ai [71] #bigdata,#analytics [70] #geospatial,platform [70] #analytics,#datascience [68] platform,#reinforcementlearning Top Word Pairs in Tweet in G3:
[50] geospatial,data [21] geospatial,information [20] geospatial,analytics [17] geospatial,analyst [12] geospatial,world [12] geospatial,technologies [11] geospatial,intelligence [11] whatever,#gis [11] #gis,hosting [11] hosting,needs Top Word Pairs in Tweet in G4:
[37] #supermap,#supermapgis [36] #gis,#supermap [29] geospatial,data [20] #supermapgis,#gisapplication [17] visit,supermap [16] biz,supermap [14] #gisapplication,#mapping [14] contact,biz [14] supermap,visit [13] #mapping,#geospatial Top Word Pairs in Tweet in G5:
[34] hey,twitter [34] twitter,help [34] help,love [34] love,interview [34] interview,man [34] man,podcast [34] podcast,software [34] software,company [34] company,created [34] mapscaping,hey Top Word Pairs in Tweet in G6:
[30] h3,open [30] open,source [30] source,geospatial [30] geospatial,indexing [30] indexing,system [28] ursaspace,iceyefi [25] vulcaninc,allencoralatlas [25] allencoralatlas,ursaspace [22] oil,threatens [22] threatens,mauritius Top Word Pairs in Tweet in G7:
[122] #द,शद [122] शद,र [122] र,ह [122] ह,_द [122] _द,न [122] न,क_भ [122] क_भ,स [122] स,कर [72] कर,showing [72] showing,incorrect Top Word Pairs in Tweet in G8:
[45] hello,looking [45] looking,gis [45] gis,professionals [45] professionals,speak [45] speak,intro [45] intro,gis [45] gis,course [45] course,60 [45] 60,90 [45] 90,min Top Word Pairs in Tweet in G9:
[45] #arcgispro,#blender [45] #gis,#geospatial [40] #geospatial,#dataviz [39] #dataviz,#3dart [36] geological,map [33] geo_spatialist,geological [31] fixed,quicker [31] quicker,expected [31] expected,usgs [31] usgs,topo Top Word Pairs in Tweet in G10:
[98] データ共有プラットフォーム色々出てきたなー,いいぞいいぞ [98] いいぞいいぞ,1個にまとまらんかな [98] 1個にまとまらんかな,g空間情報センター [98] g空間情報センター,国土交通データプラットフォーム [97] lilealab,データ共有プラットフォーム色々出てきたなー Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
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 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: