The graph represents a network of 4,090 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, 13 November 2019 at 06:06 UTC.
The requested start date was Monday, 11 November 2019 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 10-day, 14-hour, 56-minute period from Thursday, 31 October 2019 at 09:59 UTC to Monday, 11 November 2019 at 00:55 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 : 4090
Unique Edges : 5730
Edges With Duplicates : 1868
Total Edges : 7598
Number of Edge Types : 3
Tweet : 1446
Mentions : 5987
Replies to : 165
Self-Loops : 1446
Reciprocated Vertex Pair Ratio : 0.0381708238851096
Reciprocated Edge Ratio : 0.0735347651983983
Connected Components : 742
Single-Vertex Connected Components : 437
Maximum Vertices in a Connected Component : 2378
Maximum Edges in a Connected Component : 5337
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 5.124532
Graph Density : 0.000328509729424941
Modularity : 0.671644
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 4,090 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, 13 November 2019 at 06:06 UTC.
The requested start date was Monday, 11 November 2019 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 10-day, 14-hour, 56-minute period from Thursday, 31 October 2019 at 09:59 UTC to Monday, 11 November 2019 at 00:55 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 : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[401] geospatial,data [331] #bigdata,#analytics [320] #geospatial,#gis [221] #analytics,#geospatial [205] #iot,#iiot [164] #datascience,#ai [162] à,à [157] geospatial,insights [151] big,data [144] #ai,#machinelearning Top Word Pairs in Tweet in G1:
[55] geospatial,data [26] check,out [26] geospatial,technology [24] remote,sensing [23] largest,geospatial [22] geospatial,science [22] learn,more [22] information,systems [22] new,geospatial [21] asia,pacific Top Word Pairs in Tweet in G2:
[54] geospatial,data [33] ã,ã [28] geospatial,intelligence [27] link,bio [24] geospatial,analytics [22] geospatial,analyst [21] click,link [20] https,t [20] t,co [17] bae,systems Top Word Pairs in Tweet in G3:
[50] #geospatial,#gis [44] #gis,#geospatial [22] 5,new [20] emilyllb,announces [20] announces,archgrants [20] archgrants,roll [20] roll,2020 [20] 2020,5 [20] new,grants [19] much,more Top Word Pairs in Tweet in G4:
[313] #bigdata,#analytics [226] #geospatial,#gis [207] #analytics,#geospatial [190] #iot,#iiot [156] #datascience,#ai [134] #gis,#datascience [133] #ai,#machinelearning [132] big,data [128] #machinelearning,#iot [95] list,60 Top Word Pairs in Tweet in G5:
[149] geospatial,insights [132] flyingcarpeth,platform [132] platform,uses [132] uses,geospatial [132] insights,power [132] power,financial [132] financial,instruments [132] instruments,leveraging [132] leveraging,#chainlink [131] chainlink,flyingcarpeth Top Word Pairs in Tweet in G6:
[70] open,source [52] release,version [52] version,7 [52] 7,3 [52] 3,uberâ [52] uberâ,s [52] s,open [52] source,visualization [52] visualization,tool [52] tool,now Top Word Pairs in Tweet in G7:
[25] rural,development [25] â,2019 [23] union,minister [23] minister,rural [23] releases,â [23] â,wastelands [23] wastelands,atlasâ [23] atlasâ,â [23] 2019,robust [22] robust,geospatial Top Word Pairs in Tweet in G8:
[18] geospatial,lagos [16] geospatial,data [10] using,geospatial [10] geospatial,intelligence [10] paper,geospatial [10] lagos,read [10] read,comment [10] comment,pls [10] pls,emekaokoye [10] emekaokoye,asemota Top Word Pairs in Tweet in G9:
[40] geospatial,data [36] course,geospatial [36] study,geospatial [36] geospatial,science [36] science,take [36] take,courses [36] courses,department [36] department,geography [36] geography,spring [36] spring,2020 Top Word Pairs in Tweet in G10:
[24] real,world [23] maxar,explore [23] explore,real [23] world,scenarios [22] scenarios,interactive [22] interactive,map [22] geospatial,data [22] identify,opportunities [22] opportunities,make [21] map,using 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:
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: