The graph represents a network of 3,760 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 Wednesday, 11 September 2019 at 17:15 UTC.
The requested start date was Tuesday, 10 September 2019 at 00:01 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 9-day, 4-hour, 58-minute period from Saturday, 31 August 2019 at 19:02 UTC to Tuesday, 10 September 2019 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 : 3760
Unique Edges : 5489
Edges With Duplicates : 1972
Total Edges : 7461
Number of Edge Types : 3
Mentions : 6202
Tweet : 1119
Replies to : 140
Self-Loops : 1119
Reciprocated Vertex Pair Ratio : 0.0319209576287289
Reciprocated Edge Ratio : 0.0618670594733935
Connected Components : 559
Single-Vertex Connected Components : 329
Maximum Vertices in a Connected Component : 2478
Maximum Edges in a Connected Component : 5825
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.947925
Graph Density : 0.000384255092741958
Modularity : 0.645284
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[398] geospatial,data [397] #bigdata,#analytics [259] #geospatial,#gis [240] #analytics,#geospatial [175] #datascience,#ai [169] big,data [166] #ai,#machinelearning [155] list,60 [155] 60,#datascience [155] #datascience,#books Top Word Pairs in Tweet in G1:
[69] #geospatial,#gis [66] #geospatial,data [53] #gis,#geospatial [45] geospatial,planning [28] geospatial,data [26] being,used [25] check,out [25] protr_actor,#geospatial [24] public,health [24] planning,analysis Top Word Pairs in Tweet in G2:
[42] geospatial,data [23] geospatial,analyst [18] geospatial,information [17] geospatial,analysis [17] link,bio [14] check,out [13] geospatial,intelligence [11] open,source [10] click,link [9] geospatial,consortium Top Word Pairs in Tweet in G3:
[369] #bigdata,#analytics [225] #analytics,#geospatial [179] #geospatial,#gis [164] #datascience,#ai [154] #ai,#machinelearning [148] list,60 [148] 60,#datascience [148] #datascience,#books [148] #books,big [148] big,data Top Word Pairs in Tweet in G4:
[14] geospatial,week [14] one,problem [14] problem,people [14] people,look [14] look,gender [14] gender,balance [14] balance,field [14] field,overall [14] overall,assessment [14] assessment,think Top Word Pairs in Tweet in G5:
[23] #geospatial,data [23] #gis,#geospatial [15] case,studies [13] over,next [13] next,few [13] few,weeks [13] weeks,look [13] look,out [13] out,case [13] studies,resources Top Word Pairs in Tweet in G6:
[95] harpa's,safe [95] safe,home [95] home,profiling [95] profiling,#dangerous [95] #dangerous,people [95] people,w [95] w,guns [95] guns,speech [95] speech,dangerous [95] dangerous,hateful Top Word Pairs in Tweet in G7:
[34] map,shows [34] shows,extent [34] extent,arctic [34] arctic,summer [34] summer,ice [34] ice,1970 [34] 1970,2100 [34] 2100,projected [34] projected,obviously [34] obviously,source Top Word Pairs in Tweet in G8:
[83] geospatial,pdf [76] another,exciting [76] exciting,new [76] new,addition [76] addition,#qgis [76] #qgis,3 [76] 3,10 [76] 10,geospatial [76] pdf,outputs [76] outputs,read Top Word Pairs in Tweet in G9:
[58] women,geospatial [58] launches,career [58] career,mentorship [58] mentorship,program [56] geospatial,launches [56] program,gislounge [40] huge,women [39] deepseadawn,huge [18] geospatial,data [15] kiricarini,women Top Word Pairs in Tweet in G10:
[45] stop,talking [45] talking,shit [45] shit,different [45] different,geospatial [45] geospatial,data [45] data,formats [45] formats,shapefiles [45] shapefiles,iconic [45] iconic,geojson [45] geojson,incredible Top Replied-To in Entire Graph:
Top Replied-To in G1:
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 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:
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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:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: