The graph represents a network of 5,804 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, 21 September 2020 at 21:16 UTC.
The requested start date was Monday, 21 September 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 13-day, 10-hour, 17-minute period from Monday, 07 September 2020 at 13:43 UTC to Monday, 21 September 2020 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 : 5804
Unique Edges : 4925
Edges With Duplicates : 11701
Total Edges : 16626
Number of Edge Types : 5
Mentions : 1867
Replies to : 290
Retweet : 5042
MentionsInRetweet : 7785
Tweet : 1642
Self-Loops : 1703
Reciprocated Vertex Pair Ratio : 0.0306122448979592
Reciprocated Edge Ratio : 0.0594059405940594
Connected Components : 801
Single-Vertex Connected Components : 454
Maximum Vertices in a Connected Component : 3953
Maximum Edges in a Connected Component : 13902
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.735307
Graph Density : 0.000260891933911415
Modularity : 0.481078
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 5,804 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, 21 September 2020 at 21:16 UTC.
The requested start date was Monday, 21 September 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 13-day, 10-hour, 17-minute period from Monday, 07 September 2020 at 13:43 UTC to Monday, 21 September 2020 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:
[511] geospatial,world [492] geospatial,data [390] award,2020 [388] world,award [387] societal,impact [387] ravi,shankar [386] 2020,societal [385] gurudev,srisri [385] srisri,ravi [340] shankar,ji Top Word Pairs in Tweet in G1:
[174] native,geospatial [159] geospatial,outreach [151] cloud,native [145] outreach,day [64] interested,#drones [60] geospatial,world [56] geospatial,data [50] looking,lots [47] lots,people [47] people,care Top Word Pairs in Tweet in G2:
[34] #geospatial,analysis [32] #gis,#geospatial [27] geospatial,intelligence [25] #geospatial,data [23] learn,more [21] #vr,#vrgotham [21] #vrgotham,#3dvideomotion [19] #geospatial,industry [18] st,louis [18] more,#geospatial Top Word Pairs in Tweet in G3:
[74] geospatial,data [43] geospatial,intelligence [43] geospatial,project [42] one,geospatial [42] project,collaboration [42] collaboration,platform [41] building,one [39] matidor,building [29] learn,more [25] national,geospatial Top Word Pairs in Tweet in G4:
[383] geospatial,world [383] award,2020 [382] world,award [381] societal,impact [380] 2020,societal [380] gurudev,srisri [380] srisri,ravi [380] ravi,shankar [335] impact,goes [335] goes,gurudev Top Word Pairs in Tweet in G5:
[152] big,data [146] fao,googleearth [143] #handinhand,geospatial [137] data,tool [110] fao's,#handinhand [105] googleearth,#earthmap [99] #earthmap,empowered [99] empowered,fao's [91] googleearth,launched [91] launched,big Top Word Pairs in Tweet in G6:
[51] understand,complex [51] complex,interactions [51] interactions,between [51] between,nature [51] nature,human [51] human,society [51] society,teamed [51] teamed,#mapx [51] #mapx,online [51] online,platform Top Word Pairs in Tweet in G7:
[104] #bigdata,#analytics [99] gp_pulipaka,usatoday [99] usatoday,#bigdata [93] #datascience,#ai [92] #analytics,#datascience [86] #geospatial,platform [86] platform,#reinforcementlearning [86] #reinforcementlearning,featuring [86] featuring,gp_pulipaka [85] gp_pulipaka,#geospatial Top Word Pairs in Tweet in G8:
[34] emergency,management [33] hi,niclaos [33] niclaos,emergency [33] management,geospatial [33] geospatial,analytics [33] analytics,professional [33] professional,based [33] based,nyc [33] nyc,work [32] niclaos,hi Top Word Pairs in Tweet in G9:
[62] geospatial,data [24] data,science [22] spatial,data [19] data,python [18] finding,visualizing [18] visualizing,clusters [18] clusters,geospatial [18] data,claudia [18] claudia,ng [17] tdatascience,finding Top Word Pairs in Tweet in G10:
[195] boom,iranian [195] iranian,intelligence [195] intelligence,agents [195] agents,indicted [195] indicted,espionage [195] espionage,against [195] against,satellite [195] satellite,companies [195] companies,compromise [195] compromise,american 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 Replied-To in G10:
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:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: