The graph represents a network of 4,161 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 February 2020 at 06:20 UTC.
The requested start date was Monday, 10 February 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 11-day, 11-hour, 7-minute period from Wednesday, 29 January 2020 at 00:12 UTC to Sunday, 09 February 2020 at 11:19 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 : 4161
Unique Edges : 6008
Edges With Duplicates : 1619
Total Edges : 7627
Number of Edge Types : 4
Replies to : 173
MentionsInRetweet : 4594
Mentions : 1460
Tweet : 1400
Self-Loops : 1400
Reciprocated Vertex Pair Ratio : 0.0339574155653451
Reciprocated Edge Ratio : 0.065684360021303
Connected Components : 830
Single-Vertex Connected Components : 514
Maximum Vertices in a Connected Component : 2463
Maximum Edges in a Connected Component : 5683
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.265315
Graph Density : 0.000325423344979942
Modularity : 0.671857
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 4,161 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 February 2020 at 06:20 UTC.
The requested start date was Monday, 10 February 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 11-day, 11-hour, 7-minute period from Wednesday, 29 January 2020 at 00:12 UTC to Sunday, 09 February 2020 at 11:19 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:
[907] geospatial,data [318] data,analysis [288] modern,geospatial [287] two,day [286] privilege,teaching [286] teaching,two [286] day,workshop [286] workshop,modern [286] analysis,rstudio [286] rstudio,conference Top Word Pairs in Tweet in G1:
[171] geospatial,data [125] using,geospatial [123] municipal,bond [123] bond,market [121] market,using [121] data,climate [121] climate,risk [121] risk,evaluation [20] geospatial,analyst [19] geospatial,analysis Top Word Pairs in Tweet in G2:
[49] geospatial,data [30] #gis,#geospatial [29] geospatial,201 [29] robert,cardillo [27] #geospatial,data [22] st,louis [20] slu_official,nga_geoint [19] #geospatial,industry [19] #geospatial,#gis [18] geospatial,world Top Word Pairs in Tweet in G3:
[292] geospatial,data [284] data,analysis [275] privilege,teaching [275] teaching,two [275] two,day [275] day,workshop [275] workshop,modern [275] modern,geospatial [275] analysis,rstudio [275] rstudio,conference Top Word Pairs in Tweet in G4:
[28] geospatial,analysis [27] #gis,#geospatial [22] cloud,based [21] based,geospatial [20] geospatial,data [12] cheat,sheet [12] #bigdata,#analytics [11] #datascience,#ai [10] gis,geospatial [10] geospatial,podcasts Top Word Pairs in Tweet in G5:
[27] #geography,#geographyteacher [26] download,yours [26] yours,#geography [26] #geographyteacher,#geospatial [26] #geospatial,#science [26] #science,#education [24] mapscaping,download [19] map,shows [19] shows,extent [19] extent,arctic Top Word Pairs in Tweet in G6:
[14] open,source [12] atteding,#geoint2020 [12] #geoint2020,tampa [12] tampa,year [12] year,meet [12] meet,berdez [12] berdez,booth [12] booth,1530 [12] 1530,talk [12] talk,open Top Word Pairs in Tweet in G7:
[41] geospatial,data [23] data,science [21] expertise,development [20] development,coordinator [20] coordinator,big [20] big,geospatial [14] president,edmnangagwa [14] edmnangagwa,launched [14] launched,zimbabwe [14] zimbabwe,zimbabwe Top Word Pairs in Tweet in G8:
[33] open,source [33] source,geospatial [33] geospatial,software [28] #gis,#geospatial [27] happy,14th [27] 14th,birthday [27] birthday,osgeo [27] osgeo,#foss4g [27] #foss4g,#gis [26] markusneteler,happy Top Word Pairs in Tweet in G9:
[39] geospatial,data [14] interested,geospatial [14] data,drones [14] drones,used [14] used,water [14] water,point [14] point,detection [14] detection,malawi [14] malawi,read [14] read,project Top Word Pairs in Tweet in G10:
[23] #geospatial,technology [22] innovative,minds [21] friends,tecterra [21] tecterra,host [21] host,#north51 [21] #north51,banff [21] banff,next [21] next,week [21] week,innovative [21] minds,#geospatial 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:
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: