The graph represents a network of 5,335 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, 06 December 2021 at 23:51 UTC.
The requested start date was Monday, 06 December 2021 at 01:01 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, 22-hour, 51-minute period from Monday, 22 November 2021 at 01:40 UTC to Monday, 06 December 2021 at 00:32 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 : 5335
Unique Edges : 3805
Edges With Duplicates : 11339
Total Edges : 15144
Number of Edge Types : 5
Tweet : 1564
Retweet : 4785
MentionsInRetweet : 6560
Mentions : 1944
Replies to : 291
Self-Loops : 1620
Reciprocated Vertex Pair Ratio : 0.0326268823201339
Reciprocated Edge Ratio : 0.0631920064812314
Connected Components : 808
Single-Vertex Connected Components : 462
Maximum Vertices in a Connected Component : 3409
Maximum Edges in a Connected Component : 12068
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.319368
Graph Density : 0.000260253316507883
Modularity : 0.452366
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,335 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, 06 December 2021 at 23:51 UTC.
The requested start date was Monday, 06 December 2021 at 01:01 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, 22-hour, 51-minute period from Monday, 22 November 2021 at 01:40 UTC to Monday, 06 December 2021 at 00:32 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:
[615] geospatial,data [233] #geospatial,analysis [219] #nyc,crime [219] crime,data [219] #nosql,#timeseries [218] join,#geospatial [218] analysis,#nyc [218] data,#griddb [218] #griddb,#iot [218] #iot,#nosql Top Word Pairs in Tweet in G1:
[168] fully,funded [168] big,data [168] data,analytics [166] funded,phd [166] work,#geospatial [166] #geospatial,big [166] analytics,cloud [166] cloud,computing [166] computing,#earthengine [165] recruiting,fully Top Word Pairs in Tweet in G2:
[104] #gis,#geospatial [53] geospatial,data [47] #geospatial,data [39] #geospatial,#gis [30] learn,more [27] geobusinessshow,2021 [25] catch,today's [25] today's,#gis [25] #geospatial,#news [25] #news,directionsmag Top Word Pairs in Tweet in G3:
[62] geospatial,data [43] geospatial,intelligence [28] tanah,wakaf [28] 総務省がプログラミング未経験者も参加できる地理空間情報学習研修を無料開催,災害発生時を想定し課題解決を目指す [18] geospatial,tech [18] geospatial,hackers [18] hackers,program [18] program,2021 [17] 2021,を開催 [17] 災害発生時を想定し課題解決を目指す,techcrunch Top Word Pairs in Tweet in G4:
[217] #nyc,crime [217] crime,data [217] #nosql,#timeseries [216] join,#geospatial [216] #geospatial,analysis [216] analysis,#nyc [216] data,#griddb [216] #griddb,#iot [216] #iot,#nosql [215] griddbcommunity,join Top Word Pairs in Tweet in G5:
[208] digital,twin [104] delighted,launch [104] launch,pan [104] pan,india [104] india,geospatial [104] geospatial,programme [104] programme,genesys [104] genesys,make [104] make,digital [104] twin,urban Top Word Pairs in Tweet in G6:
[103] geospatial,data [72] introduction,geospatial [72] data,analysis [72] analysis,python [72] python,#machinelearning [72] #machinelearning,#datascience [72] #datascience,#bigdata [72] #bigdata,#ai [67] machinelearnflx,introduction [25] #bigdata,#analytics Top Word Pairs in Tweet in G7:
[51] geospatial,visualization [47] visualization,#r [39] pleasure,present [39] present,geospatial [39] #r,rladiesabuja [39] rladiesabuja,meetup [39] meetup,below [39] below,workshop [38] rami_krispin,pleasure [17] geospatial,data Top Word Pairs in Tweet in G8:
[43] geospatial,data [24] data,python [24] datasets,transforms [23] torchgeo,pytorch [23] pytorch,domain [23] domain,library [23] library,similar [23] similar,torchvision [23] torchvision,provides [23] provides,datasets Top Word Pairs in Tweet in G9:
[26] #xr,#metaverse [26] #ui,#ux [25] #metaverse,#vr [25] #ar,#digitalassets [25] #digitalassets,#nfts [21] tech,interested [21] interested,#ui [20] #ux,design [20] design,#psych [20] #vr,tech Top Word Pairs in Tweet in G10:
[14] africagis,2021 [14] #space,#science [11] remote,sensing [11] machine,learning [10] #ntds,recent [10] recent,advances [10] advances,geospatial [10] geospatial,machine [10] learning,methods [10] methods,offer Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G10: