The graph represents a network of 5,161 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, 10 May 2021 at 22:51 UTC.
The requested start date was Monday, 10 May 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 12-day, 12-hour, 23-minute period from Tuesday, 27 April 2021 at 11:22 UTC to Sunday, 09 May 2021 at 23:46 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 : 5161
Unique Edges : 3672
Edges With Duplicates : 11751
Total Edges : 15423
Number of Edge Types : 5
Replies to : 219
MentionsInRetweet : 6767
Mentions : 1628
Retweet : 5184
Tweet : 1625
Self-Loops : 1705
Reciprocated Vertex Pair Ratio : 0.0281017282562878
Reciprocated Edge Ratio : 0.0546672133388001
Connected Components : 799
Single-Vertex Connected Components : 459
Maximum Vertices in a Connected Component : 3417
Maximum Edges in a Connected Component : 12686
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.14777
Graph Density : 0.00027475746092113
Modularity : 0.424464
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,161 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, 10 May 2021 at 22:51 UTC.
The requested start date was Monday, 10 May 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 12-day, 12-hour, 23-minute period from Tuesday, 27 April 2021 at 11:22 UTC to Sunday, 09 May 2021 at 23:46 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:
[839] geospatial,data [621] geospatial,intelligence [549] artificial,intelligence [506] read,more [501] 3d,creating [501] creating,wave [501] wave,geospatial [499] intelligence,3d [488] intelligence,analytics [488] analytics,insight Top Word Pairs in Tweet in G1:
[84] #gis,#geospatial [76] geospatial,data [45] open,source [35] artificial,intelligence [34] brown,bag [33] data,science [31] next,week [29] calling,#youthmappers [29] #youthmappers,friends [29] friends,tomorrow Top Word Pairs in Tweet in G2:
[497] geospatial,intelligence [487] artificial,intelligence [487] intelligence,3d [487] 3d,creating [487] creating,wave [487] wave,geospatial [486] intelligence,analytics [486] analytics,insight [486] insight,read [486] read,more Top Word Pairs in Tweet in G3:
[66] geospatial,data [52] geospatial,world [39] geospatial,intelligence [37] national,geospatial [35] assisted,order [35] order,complete [35] complete,paper [35] paper,microbiology [35] microbiology,biology [35] biology,medicine Top Word Pairs in Tweet in G4:
[44] geospatial,data [33] #gis,#geospatial [26] africa,geoportal [20] 18,20 [20] geoconvergence,workshop [20] esri,chief [20] chief,scientist [19] #gis,#esri [18] #spatial,#geospatial [17] geospatial,tools Top Word Pairs in Tweet in G5:
[90] #gis,#geospatial [88] modelling,using [87] #python,wrangling [87] wrangling,plotting [87] plotting,mapping [87] mapping,modelling [87] using,tools [86] #font,use [86] use,#gis [86] #geospatial,tools Top Word Pairs in Tweet in G6:
[62] geospatial,data [17] looking,forward [15] equitable,access [14] access,education [14] education,geospatial [14] global,geodesy [14] geodesy,forum [14] forum,#powerofwhere [14] #powerofwhere,recording [14] recording,available Top Word Pairs in Tweet in G7:
[191] join,#geospatial [191] #geospatial,analysis [191] analysis,#nyc [191] #nyc,crime [191] crime,data [191] data,#griddb [191] #griddb,#iot [191] #iot,#nosql [191] #nosql,#timeseries [190] griddbcommunity,join Top Word Pairs in Tweet in G8:
[164] geospatial,data [161] national,geospatial [161] data,centre [159] centre,nairobi [140] president,uhuru [140] uhuru,kenyatta [137] nairobi,county [136] county,preside [136] preside,over [129] kenyatta,arrives Top Word Pairs in Tweet in G9:
[24] lucychepkosgei,kenya [20] goes,digital [15] geospatial,data [14] kenya,geospatial [12] job,group [12] geospatial,'girls' [12] 'girls',meet [11] surveyors,wanted [11] wanted,kenya [11] kenya,narok Top Word Pairs in Tweet in G10:
[124] ãƒ,ム[112] plateauのオープンデータはcc,by4 [84] projectplateau,30up [74] 30up,岐阜市 [74] 岐阜市,柏市 [74] 柏市,飯塚市など10都市の３d都市モデルをオープンデータとして公開しました [74] 飯塚市など10都市の３d都市モデルをオープンデータとして公開しました,plateauのオープンデータはcc [74] by4,0等のライセンスを採用しており [74] 0等のライセンスを採用しており,商用利用も含め [74] 商用利用も含め,二次利用可能です 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 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: