The graph represents a network of 1 412 Twitter users whose recent tweets contained "#arcgis", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20 000 tweets, tweeted between 1.6.2023 0.00.00 and 21.12.2023 11.10.46. The network was obtained from Twitter on Thursday, 21 December 2023 at 10:27 UTC.
The tweets in the network were tweeted over the 1504-day, 16-hour, 22-minute period from Thursday, 07 November 2019 at 20:05 UTC to Thursday, 21 December 2023 at 12:27 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 1412
Unique Edges : 1302
Edges With Duplicates : 6121
Total Edges : 7423
Number of Edge Types : 8
Tweet : 4308
Retweet : 244
Mentions : 1828
Quote : 89
MentionsInQuote : 77
Replies to : 326
MentionsInReplyTo : 533
MentionsInRetweet : 18
Self-Loops : 4505
Reciprocated Vertex Pair Ratio : 0,0163800163800164
Reciprocated Edge Ratio : 0,032232070910556
Connected Components : 430
Single-Vertex Connected Components : 367
Maximum Vertices in a Connected Component : 871
Maximum Edges in a Connected Component : 4724
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4,070033
Graph Density : 0,000622888153179289
Modularity : 0,17352
NodeXL Version : 1.0.1.527
Data Import : The graph represents a network of 1 412 Twitter users whose recent tweets contained "#arcgis", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20 000 tweets, tweeted between 1.6.2023 0.00.00 and 21.12.2023 11.10.46. The network was obtained from Twitter on Thursday, 21 December 2023 at 10:27 UTC.
The tweets in the network were tweeted over the 1504-day, 16-hour, 22-minute period from Thursday, 07 November 2019 at 20:05 UTC to Thursday, 21 December 2023 at 12:27 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch3
Graph Term : #arcgis
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:
[806] #esri,#arcgis [448] #arcgis,#gis [421] #gis,#esri [398] #esricommunity,#arcgis [373] #gis,#arcgis [349] #arcgis,#esri [309] learn,more [203] #esri,#gis [199] formacion,tycgis [199] tycgis,com Top Word Pairs in Tweet in G1:
[398] #esricommunity,#arcgis [389] #esri,#arcgis [353] #arcgis,#gis [152] #gis,#arcgis [143] learn,more [132] #esri,#esriarcgis [120] utility,network [113] #esri,#gis [92] #arcgis,#esri [87] link,below Top Word Pairs in Tweet in G2:
[168] #arcgis,#urisa [148] #esri,#arcgis [147] #gis,#esri [77] #esri,#urisa [64] #gis,#arcgis [61] #urisa,#apwa [45] check,out [41] find,course [40] right,#gis [40] course,two Top Word Pairs in Tweet in G3:
[214] #esri,#arcgis [196] #gis,#esri [101] esrifederalgovt,esrislgov [92] esrislgov,esribizteam [57] #arcgis,#mapping [56] #mapping,#maps [50] esri,esrifederalgovt [35] #arcgisenterprise,#arcgisadmin [30] #gio,#gis [28] 1,week Top Word Pairs in Tweet in G4:
[65] ejemplo,probamos [65] #arcgis,#excel [65] probamos,sus [65] sus,capacidades [65] capacidades,geocodificación [65] #excel,ejemplo [64] franzpc,#arcgis [7] #arcgis,#arcgispro [7] arcgis,pro [6] #qgis,#arcgis Top Word Pairs in Tweet in G5:
[31] learn,more [26] check,out [20] play,role [20] live,training [20] training,seminar [20] read,blog [19] learn,use [19] #arcgis,pro [17] crime,reduction [17] use,#arcgis Top Word Pairs in Tweet in G6:
[59] #gis,#arcgis [41] #esri,#gis [19] di,più [14] saperne,di [14] per,saperne [12] esri,italia [10] #esri,#arcgis [10] di,#esri [9] più,#esri [8] 11,00 Top Word Pairs in Tweet in G7:
[30] learn,more [12] esri,partner [11] check,out [11] #arcgis,customers [11] new,#arcgis [11] #arcgis,marketplace [10] live,learn [10] using,#arcgis [9] more,esri [9] recognized,innovation Top Word Pairs in Tweet in G8:
[8] #30daymapchallenge,day [4] pleased,share [4] #arcgis,#openstreetmap [4] using,#arcgis [4] #thescienceofwhere,#arcgis [4] makes,vast [4] data,policy [4] experience,builder [4] created,map [3] arcgis,experience Top Word Pairs in Tweet in G9:
[21] #gis,#arcgis [17] #esri,#arcgis [14] esri,españa [12] #esri,#gis [10] conferencia,esri [10] #arcgis,#esri [9] #esri,#españa [8] españa,2023 [7] echa,vistazo [7] #arcgis,#españa Top Word Pairs in Tweet in G10:
[15] #arcgis,pro [9] using,#arcgis [7] learn,more [7] check,out [7] here,#gis [6] within,#arcgis [5] arcgis,pro [5] blog,below [5] #arcgis,online [4] out,blog 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 G5:
Top Replied-To in G7:
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: