The graph represents a network of 5,277 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, 13 December 2022 at 00:59 UTC.
The requested start date was Monday, 12 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, 21-minute period from Monday, 28 November 2022 at 01:08 UTC to Monday, 12 December 2022 at 00:30 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 : 5277
Unique Edges : 3493
Edges With Duplicates : 9146
Total Edges : 12639
Number of Edge Types : 5
Retweet : 3836
MentionsInRetweet : 5273
Tweet : 1814
Mentions : 1483
Replies to : 233
Self-Loops : 1862
Reciprocated Vertex Pair Ratio : 0.0333948649102198
Reciprocated Edge Ratio : 0.0646313738226697
Connected Components : 1106
Single-Vertex Connected Components : 675
Maximum Vertices in a Connected Component : 2810
Maximum Edges in a Connected Component : 8685
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.5456
Graph Density : 0.000221180993002807
Modularity : 0.486595
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,277 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, 13 December 2022 at 00:59 UTC.
The requested start date was Monday, 12 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, 21-minute period from Monday, 28 November 2022 at 01:08 UTC to Monday, 12 December 2022 at 00:30 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:
[591] geospatial,data [391] ãƒ,ム[227] #geospatial,analysis [223] crime,data [223] #griddb,#iot [223] #nyc,crime [223] join,#geospatial [223] #nosql,#timeseries [222] analysis,#nyc [222] data,#griddb Top Word Pairs in Tweet in G1:
[164] geospatial,data [61] amazon,sagemaker [52] geospatial,analysis [43] geospatial,intelligence [39] ãƒ,ム[38] gt,gt [31] geospatial,ml [27] using,geospatial [25] brings,geospatial [25] free,plugin Top Word Pairs in Tweet in G2:
[157] pacific,geospatial [138] geospatial,conference [67] conference,2022 [50] geospatial,data [32] spatialnode,jobs [31] open,mapping [30] jobingis,#jobingis [29] #gis,#geospatial [28] fully,funded [27] phd,studentships Top Word Pairs in Tweet in G3:
[77] giswqs,#geemap [57] arcgis,pro [55] #geemap,v0 [55] loading,#earthengine [55] v0,19 [55] released,supports [55] powerful,desktop [55] supports,loading [55] #earthengine,data [55] desktop,gis Top Word Pairs in Tweet in G4:
[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 G5:
[37] un_geospatial,team [20] team,tracked [20] tracked,progress [18] using,worldresources [18] geospatial,advantage [18] using,map [18] #sdg6,using [18] progress,#sdg6 [18] worldresources,data [18] data,un_geospatial Top Word Pairs in Tweet in G6:
[294] ãƒ,ム[90] äº,ç [90] æ,äº [65] ªãƒ,ム[62] できた,2022で実現可能なsaoオーディナルスケールのようなarライブ [62] 2022で実現可能なsaoオーディナルスケールのようなarライブ,のスマホarバージョン [62] のスマホarバージョン,stylyダウンロードして下記リンクたたけば誰でも体験できます [62] stylyダウンロードして下記リンクたたけば誰でも体験できます,geospatial使ってるので渋谷交差点がarマーカー [61] geospatial使ってるので渋谷交差点がarマーカー,渋谷交差点寄った際は [61] jav6868,できた Top Word Pairs in Tweet in G7:
[81] amazon,sagemaker [51] sagemaker,supports [49] supports,geospatial [41] geospatial,#ml [40] #ml,build [40] machine,learning [40] innovate,faster [40] faster,power [39] awsonair,innovate [37] power,earth Top Word Pairs in Tweet in G8:
[20] geospatial,index [13] geospatial,strategy [13] call,evidence [10] geospatial,data [9] geospatial,opportunities [8] public,sector [7] respond,december [7] location,data [7] develop,respond [7] strategy,develop Top Word Pairs in Tweet in G9:
[29] 1st,graduation [23] graduation,congregation [23] award,diplomas [23] join,thercti_rcmrd [23] thercti_rcmrd,1st [23] congregation,award [22] certificates,#ict [22] #ad,join [22] diplomas,certificates [21] #ict,#geospa Top Word Pairs in Tweet in G10:
[55] arcore,#geospatial [51] ar,items [51] lumen_world,device [51] show,ar [51] streetrpg,lumen_world [51] device,arcore [51] #geospatial,api [51] prototype,streetrpg [51] api,show [49] items,monsters 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 G7:
Top Replied-To in G8:
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: