The graph represents a network of 5,993 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, 07 June 2022 at 00:03 UTC.
The requested start date was Monday, 06 June 2022 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, 12-hour, 59-minute period from Monday, 23 May 2022 at 11:00 UTC to Monday, 06 June 2022 at 00:00 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 : 5993
Unique Edges : 4039
Edges With Duplicates : 11305
Total Edges : 15344
Number of Edge Types : 5
Mentions : 1978
Retweet : 4747
MentionsInRetweet : 6224
Replies to : 377
Tweet : 2018
Self-Loops : 2129
Reciprocated Vertex Pair Ratio : 0.0294077417589933
Reciprocated Edge Ratio : 0.0571352644166888
Connected Components : 942
Single-Vertex Connected Components : 546
Maximum Vertices in a Connected Component : 3541
Maximum Edges in a Connected Component : 11176
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.967908
Graph Density : 0.00020957917748722
Modularity : 0.473368
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,993 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, 07 June 2022 at 00:03 UTC.
The requested start date was Monday, 06 June 2022 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, 12-hour, 59-minute period from Monday, 23 May 2022 at 11:00 UTC to Monday, 06 June 2022 at 00:00 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:
[592] geospatial,data [563] ãƒ,ム[346] arcore,geospatial [335] geospatial,api [215] united,states [177] #geospatial,analysis [162] join,#geospatial [161] #nyc,crime [161] crime,data [161] #nosql,#timeseries Top Word Pairs in Tweet in G1:
[207] united,states [120] states,python [107] giswqs,video [106] python,geospatial [84] earth,engine [71] looking,data [69] video,recording [69] recording,presentation [69] presentation,webinar [69] webinar,hosted Top Word Pairs in Tweet in G2:
[59] geospatial,data [30] arcore,geospatial [30] ãƒ,ム[27] geospatial,api [26] geospatial,world [26] view,more [26] more,lidar [26] lidar,equator [23] geospatial,analyst [23] geospatial,information Top Word Pairs in Tweet in G3:
[47] taking,break [47] break,prototyping [47] prototyping,#rstats [47] #rstats,#gischat [47] #gischat,geoparquet [47] geoparquet,apachearrow [47] apachearrow,write [47] write,motivations [47] motivations,using [46] paleolimbot,taking Top Word Pairs in Tweet in G4:
[397] ãƒ,ム[260] geospatial,api [239] arcore,geospatial [101] geospatial,apiã [66] ç,åº [65] ç,æƒ [56] ãƒ,ç [55] ãƒ,トã [52] ãƒ,ºã [52] ºã,ªãƒ Top Word Pairs in Tweet in G5:
[28] #gis,#geospatial [18] #mapping,#geospatial [17] #esri,#arcgis [16] #geospatial,people [16] #spatial,#geospatial [15] geomob,podcast [15] podcast,stevenfeldman [14] spacex,tesla [14] #arcgis,powered [14] #location,#li Top Word Pairs in Tweet in G6:
[158] #nyc,crime [158] crime,data [158] #nosql,#timeseries [157] join,#geospatial [157] #geospatial,analysis [157] analysis,#nyc [157] data,#griddb [157] #griddb,#iot [157] #iot,#nosql [156] griddbcommunity,join Top Word Pairs in Tweet in G7:
[116] geospatial,data [82] accuracy,geospatial [77] #truethevote,exposing [77] false,narrative [77] narrative,regarding [77] regarding,accuracy [76] kelliwardaz,#truethevote [70] exposing,#fakenewsâ [70] #fakenewsâ,false [30] geospatial,tracking Top Word Pairs in Tweet in G8:
[15] geospatial,technology [8] services,including [8] geospatial,data [8] precision,agriculture [6] geobuiz,summit [6] geospatial,world [6] india,geospatial [6] guidelines,acquiring [6] acquiring,producing [6] producing,geospatial Top Word Pairs in Tweet in G9:
[50] geospatial,data [22] open,source [22] source,geospatial [21] data,inevitable [21] inevitable,pics [21] pics,provides [21] provides,baseline [21] baseline,information [21] information,things [21] things,located Top Word Pairs in Tweet in G10:
[136] full,article [132] article,#maps [126] #maps,#gis [61] percentage,25 [61] 25,29 [61] 29,year [61] year,olds [61] olds,#europe [61] #europe,live [61] live,parents 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 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:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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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: