The graph represents a network of 3,836 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, 10 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, 15-hour, 24-minute period from Saturday, 31 August 2019 at 03:27 UTC to Monday, 09 September 2019 at 18:52 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 : 3836
Unique Edges : 5509
Edges With Duplicates : 1896
Total Edges : 7405
Number of Edge Types : 3
Tweet : 1118
Mentions : 6137
Replies to : 150
Self-Loops : 1118
Reciprocated Vertex Pair Ratio : 0.0318906605922551
Reciprocated Edge Ratio : 0.0618101545253863
Connected Components : 565
Single-Vertex Connected Components : 327
Maximum Vertices in a Connected Component : 2491
Maximum Edges in a Connected Component : 5698
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.102208
Graph Density : 0.000369517900137719
Modularity : 0.663767
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[396] geospatial,data [381] #bigdata,#analytics [250] #geospatial,#gis [226] #analytics,#geospatial [167] big,data [167] #datascience,#ai [164] #ai,#machinelearning [161] #geospatial,data [153] list,60 [153] 60,#datascience Top Word Pairs in Tweet in G1:
[67] #geospatial,data [67] #geospatial,#gis [51] #gis,#geospatial [42] geospatial,data [38] geospatial,planning [29] #bigdata,#analytics [25] being,used [24] check,out [22] #vr,#vrgotham [22] #vrgotham,#3dvideomotion Top Word Pairs in Tweet in G2:
[43] geospatial,data [25] geospatial,analyst [19] geospatial,information [18] link,bio [17] geospatial,analysis [15] check,out [13] geospatial,intelligence [11] geospatial,services [10] open,source [10] click,link Top Word Pairs in Tweet in G3:
[343] #bigdata,#analytics [208] #analytics,#geospatial [171] #geospatial,#gis [154] #datascience,#ai [151] #ai,#machinelearning [143] list,60 [143] 60,#datascience [143] #datascience,#books [143] #books,big [143] big,data Top Word Pairs in Tweet in G4:
[69] career,mentorship [69] mentorship,program [67] women,geospatial [67] launches,career [62] geospatial,launches [62] program,gislounge [40] huge,women [39] deepseadawn,huge [20] kiricarini,women [19] geospatial,data Top Word Pairs in Tweet in G5:
[23] #geospatial,data [19] #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:
[94] harpa's,safe [94] safe,home [94] home,profiling [94] profiling,#dangerous [94] #dangerous,people [94] people,w [94] w,guns [94] guns,speech [94] speech,dangerous [94] dangerous,hateful Top Word Pairs in Tweet in G7:
[14] geospatial,week [12] machine,learning [12] geospatial,data [12] #gis,#geospatial [12] youth,forum [11] #geoweek,#geospatial [11] esri,singapore [11] regional,geospatial [11] geospatial,youth [10] foss4g,2019 Top Word Pairs in Tweet in G8:
[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 G9:
[82] geospatial,pdf [75] another,exciting [75] exciting,new [75] new,addition [75] addition,#qgis [75] #qgis,3 [75] 3,10 [75] 10,geospatial [75] pdf,outputs [75] outputs,read Top Word Pairs in Tweet in G10:
[61] geospatial,data [42] big,geospatial [41] work,big [22] data,science [16] public,facing [16] facing,education [14] museum,school [14] school,university [14] work,public [14] tdatascience,work Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: