The graph represents a network of 5,797 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, 27 December 2022 at 00:57 UTC.
The requested start date was Monday, 26 December 2022 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, 23-hour, 44-minute period from Monday, 12 December 2022 at 01:01 UTC to Monday, 26 December 2022 at 00:45 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 : 5797
Unique Edges : 3158
Edges With Duplicates : 10631
Total Edges : 13789
Number of Edge Types : 5
Retweet : 4664
MentionsInRetweet : 5866
Tweet : 1702
Mentions : 1284
Replies to : 273
Self-Loops : 1748
Reciprocated Vertex Pair Ratio : 0.0258859784283513
Reciprocated Edge Ratio : 0.0504656052868729
Connected Components : 895
Single-Vertex Connected Components : 507
Maximum Vertices in a Connected Component : 3511
Maximum Edges in a Connected Component : 10153
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.849359
Graph Density : 0.000198158229673781
Modularity : 0.47866
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,797 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, 27 December 2022 at 00:57 UTC.
The requested start date was Monday, 26 December 2022 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, 23-hour, 44-minute period from Monday, 12 December 2022 at 01:01 UTC to Monday, 26 December 2022 at 00:45 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:
[570] geospatial,data [314] list,open [312] word,finding [312] open,#geospatial [311] finding,issues [310] previously,fit [310] seriously,good [310] scientist,breathless [310] fit,healthy [310] good,scientist Top Word Pairs in Tweet in G1:
[101] geospatial,data [43] geospatial,intelligence [35] geospatial,analysis [22] intelligence,agency [21] amazon,sagemaker [19] national,geospatial [19] geospatial,world [17] geospatial,analyst [17] geospatial,software [16] geospatial,technology Top Word Pairs in Tweet in G2:
[47] geospatial,data [34] location,data [32] overture,maps [30] open,#geospatial [30] #gis,#geospatial [29] #geospatial,datasets [29] list,open [28] #jupyter,notebook [27] machine,learning [23] ev,chargepoint Top Word Pairs in Tweet in G3:
[248] #geospatial,datasets [248] open,#geospatial [248] list,open [188] #aws,#earthengine [188] comprehensive,list [188] major,cloud [188] #earthengine,#planetarycomputer [188] datasets,major [188] computing,platforms [188] platforms,#aws Top Word Pairs in Tweet in G4:
[312] word,finding [311] finding,issues [310] previously,fit [310] scientist,breathless [310] exertion,word [310] fit,healthy [310] healthy,40yo [310] seriously,good [310] phd,seriously [310] 40yo,phd Top Word Pairs in Tweet in G5:
[186] gorillazのgeospatial,apiを使ったニューヨークでのarライブすげー [185] van_eng622,gorillazのgeospatial [82] google,geospatial [82] gorillazがニューヨークのtimes,squareをarでジャックしてのライブイベントを展開 [82] squareをarでジャックしてのライブイベントを展開,やっぱり現実とバーチャルがミックスされたミラーワールド的体験にはロマンがある [82] やっぱり現実とバーチャルがミックスされたミラーワールド的体験にはロマンがある,google [81] geospatial,apiが世界中で街ジャックa [81] kajikent,gorillazがニューヨークのtimes [19] #witharハッカソン,#neuu [15] バーチャル,バンドがgorillazとgoogleとコラボし Top Word Pairs in Tweet in G6:
[152] geospatial,data [76] spatial,database [75] management,system [75] system,dbms [75] data,analytics [75] backbone,geospatial [75] database,management [75] dbms,backbone [75] application,explains [75] analytics,application Top Word Pairs in Tweet in G7:
[223] crime,data [223] #nyc,crime [223] #nosql,#timeseries [222] join,#geospatial [222] #griddb,#iot [222] #geospatial,analysis [222] #iot,#nosql [222] analysis,#nyc [222] data,#griddb [221] griddbcommunity,join Top Word Pairs in Tweet in G8:
[141] arcore,geospatial [84] geospatial,api [74] times,square [68] gorillaz,takes [68] stage,times [68] virtual,stage [68] takes,virtual [66] ready,gorillaz [66] square,30pm [66] nyc,ready Top Word Pairs in Tweet in G9:
[167] planet,imagery [167] ground,over [167] myanmar,planet [167] satellite,imagery [167] numerous,villages [167] over,space [167] week,myanmar [167] burned,ground [167] imagery,shows [167] space,week Top Word Pairs in Tweet in G10:
[151] company,trying [151] louis',local [151] mention,company [151] trying,intelligence [151] nice,st [151] st,louis' [151] local,news [151] news,mention [151] intelligence,agency [150] agency,ba 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 G8:
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: