The graph represents a network of 15,051 Twitter users whose recent tweets contained "#WWDC20 OR #WWDC2020 OR #WWDC202", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 25 June 2020 at 16:11 UTC.
The tweets in the network were tweeted over the 1-day, 18-hour, 10-minute period from Tuesday, 23 June 2020 at 21:22 UTC to Thursday, 25 June 2020 at 15:33 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 : 15051
Unique Edges : 18060
Edges With Duplicates : 4324
Total Edges : 22384
Number of Edge Types : 5
Retweet : 13709
Replies to : 249
Mentions : 1357
Tweet : 4685
MentionsInRetweet : 2384
Self-Loops : 4802
Reciprocated Vertex Pair Ratio : 0.0108362923962287
Reciprocated Edge Ratio : 0.0214402519532433
Connected Components : 2288
Single-Vertex Connected Components : 1550
Maximum Vertices in a Connected Component : 11091
Maximum Edges in a Connected Component : 17398
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.536759
Graph Density : 7.28905994259606E-05
Modularity : 0.696417
NodeXL Version : 1.0.1.436
Data Import : The graph represents a network of 15,051 Twitter users whose recent tweets contained "#WWDC20 OR #WWDC2020 OR #WWDC202", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 25 June 2020 at 16:11 UTC.
The tweets in the network were tweeted over the 1-day, 18-hour, 10-minute period from Tuesday, 23 June 2020 at 21:22 UTC to Thursday, 25 June 2020 at 15:33 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 : TwitterSearch
Graph Term : #WWDC20 OR #WWDC2020 OR #WWDC202
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:
[4397] ไม,ได [4331] ใน,#ios14 [4328] #ios14,ท [4254] ส,งท [4253] ง,iphone [4242] #iphone,#wwdc20 [4234] หร,อ [4232] อ,นน [4227] อ,ก [4227] ก,ส Top Word Pairs in Tweet in G1:
[4162] อ,ก [4162] ก,ส [4162] ส,งท [4162] งท,apple [4162] apple,ไม [4162] ไม,ได [4162] ได,บอก [4162] บอก,เราสามารถเอาน [4162] เราสามารถเอาน,วเคาะด [4162] วเคาะด,านหล Top Word Pairs in Tweet in G2:
[430] text,var [234] #apple,#wwdc20 [233] sf,symbols [232] ios,14 [216] text,editor [215] fully,functioning [215] functioning,swiftui [215] swiftui,plain [215] plain,text [215] editor,persistence Top Word Pairs in Tweet in G3:
[207] ios,14 [77] wwdc,2020 [66] #ios14,#wwdc20 [60] #apple,#wwdc2020 [55] #wwdc20,#wwdc2020 [54] #apple,#wwdc20 [50] macos,big [43] #wwdc20,#wwdc [41] macos,11 [36] #wwdc2020,#apple Top Word Pairs in Tweet in G4:
[204] augmented,reality [203] people,missed [203] missed,apple's [203] apple's,design [203] design,overhaul [203] overhaul,preparing [203] preparing,augmented [203] reality,icons [203] icons,look [203] look,3d Top Word Pairs in Tweet in G5:
[285] วข,น [129] ไม,ได [128] ใน,#ios14 [128] #ios14,ท [125] ฟ,เจอร [121] iphone,xr [121] ดต,ว [120] รองร,บ [98] สร,ป [97] ว,#wwdc20 Top Word Pairs in Tweet in G6:
[278] android,users [256] watching,apple [249] users,watching [142] apple,introduce [142] introduce,features [142] features,already [142] already,years [142] years,#wwdc20 [107] apple,release [107] release,decade Top Word Pairs in Tweet in G7:
[171] #apple,#wwdc20 [161] #ios14,#apple [160] imessage's,animated [160] animated,typing [160] typing,bubbles [160] bubbles,position [160] position,mouth [160] mouth,head [160] head,image [160] image,wow Top Word Pairs in Tweet in G8:
[203] ios,14 [105] 14,comes [105] comes,support [105] support,sound [105] sound,recognition [105] recognition,accessibility [105] accessibility,phone [105] phone,listen [105] listen,specific [105] specific,sounds Top Word Pairs in Tweet in G9:
[69] #wwdc20,student [69] student,developers [58] things,help [43] year,#wwdc20 [43] developers,creating [43] creating,apps [43] apps,incredible [43] incredible,things [43] help,prepare [43] prepare,pandemics Top Word Pairs in Tweet in G10:
[56] ios,14 [53] #wwdc20,#platformstateoftheunion [45] アップルが,iphoneの最新os [45] iphoneの最新os,ios [45] 14,を発表 [45] を発表,ホーム画面にウィジェットを追加し [45] ホーム画面にウィジェットを追加し,表示サイズを変更可能に [45] 表示サイズを変更可能に,#wwdc2020 [28] macos,big [22] apple,tv Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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: