The graph represents a network of 14,848 Twitter users whose recent tweets contained "vanguard", 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, 05 March 2020 at 19:53 UTC.
The tweets in the network were tweeted over the 3-day, 9-hour, 11-minute period from Monday, 02 March 2020 at 09:58 UTC to Thursday, 05 March 2020 at 19:10 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 : 14992
Unique Edges : 20742
Edges With Duplicates : 20147
Total Edges : 40889
Number of Edge Types : 5
Tweet : 6561
Replies to : 9770
Mentions : 7542
Retweet : 4744
MentionsInRetweet : 12272
Self-Loops : 6626
Reciprocated Vertex Pair Ratio : 0.0411550268610898
Reciprocated Edge Ratio : 0.0790564820786879
Connected Components : 2103
Single-Vertex Connected Components : 969
Maximum Vertices in a Connected Component : 6005
Maximum Edges in a Connected Component : 12883
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 2.870423
Graph Density : 9.65805381485739E-05
Modularity : 0.490534
NodeXL Version : 1.0.1.426
Data Import : The graph represents a network of 14,848 Twitter users whose recent tweets contained "vanguard", 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, 05 March 2020 at 19:53 UTC.
The tweets in the network were tweeted over the 3-day, 9-hour, 11-minute period from Monday, 02 March 2020 at 09:58 UTC to Thursday, 05 March 2020 at 19:10 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 : vanguard
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3016] ヴァンガード宣伝,cfvanguard_pr [3012] クランピックアップガチャ開催記念wフォロー,amp [3012] amp,rtキャンペーン開催 [3012] rtキャンペーン開催,抽選で10名様にamazonギフト5000円をプレゼント [3012] 抽選で10名様にamazonギフト5000円をプレゼント,応募方法 [3012] 応募方法,ヴァンガード [3012] ヴァンガード,zero公式 [3012] zero公式,vanguard_zero_ [3012] vanguard_zero_,ヴァンガード宣伝 [3012] cfvanguard_pr,2アカウントをフォロー Top Word Pairs in Tweet in G1:
[2989] ヴァンガード宣伝,cfvanguard_pr [2985] クランピックアップガチャ開催記念wフォロー,amp [2985] amp,rtキャンペーン開催 [2985] rtキャンペーン開催,抽選で10名様にamazonギフト5000円をプレゼント [2985] 抽選で10名様にamazonギフト5000円をプレゼント,応募方法 [2985] 応募方法,ヴァンガード [2985] ヴァンガード,zero公式 [2985] zero公式,vanguard_zero_ [2985] vanguard_zero_,ヴァンガード宣伝 [2985] cfvanguard_pr,2アカウントをフォロー Top Word Pairs in Tweet in G2:
[83] read,more [64] vanguard,news [46] village,vanguard [41] cardfight,vanguard [33] stand,vanguard [23] bond,etf [23] etf,nysearca [22] vanguard,party [21] カードファイト,ヴァンガード [20] dividend,announcement Top Word Pairs in Tweet in G3:
[629] steel,vanguard [629] vanguard,mountains [629] mountains,sqn [629] sqn,ldr [629] ldr,khushboo [629] khushboo,gupta [629] gupta,first [629] first,woman [629] woman,helicopter [629] helicopter,pilot Top Word Pairs in Tweet in G4:
[18] #ローソン,#ウチカフェ [12] クランピックアップガチャ開催記念wフォロー,amp [12] amp,rtキャンペーン開催 [12] rtキャンペーン開催,抽選で10名様にamazonギフト5000円をプレゼント [12] 抽選で10名様にamazonギフト5000円をプレゼント,応募方法 [12] 応募方法,ヴァンガード [12] ヴァンガード,zero公式 [12] zero公式,vanguard_zero_ [12] vanguard_zero_,ヴァンガード宣伝 [12] ヴァンガード宣伝,cfvanguard_pr Top Word Pairs in Tweet in G5:
[46] vanguard_group,blackrock [28] hsbc,jpmorgan [25] barclays,ubs [25] ubs,creditsuisse [25] creditsuisse,rabobank [25] rabobank,deutschebank [25] deutschebank,hsbc [25] jpmorgan,goldmansachs [25] goldmansachs,citi [25] citi,vanguard_group Top Word Pairs in Tweet in G6:
[482] jackbrewerbsi,em [482] em,unhinged [482] unhinged,actually [482] actually,think [482] think,calling [482] calling,bad [482] bad,names [482] names,regurgitating [482] regurgitating,negative [482] negative,inaccurate Top Word Pairs in Tweet in G7:
[23] berniesanders,vanguard [22] experience,another [22] another,crm [22] crm,please [22] please,join [22] join,berniesanders [22] vanguard,volunteer [22] volunteer,team [22] team,need [22] need,help Top Word Pairs in Tweet in G8:
[175] vanguard,news [165] bandits,kill [165] kill,over [165] over,50 [165] 50,fresh [165] fresh,attack [165] attack,kaduna [165] kaduna,vanguard [32] killing,continue [32] continue,facebook Top Word Pairs in Tweet in G9:
[7] lovekraft6,blackr0se_x [7] good,morning [6] first,time [6] pandarianssb,nora_bones_ [6] blackr0se_x,profanefeminist [6] nora_bones_,neekolul [6] gun_vanguard,blackr0se_x [5] good,luck [5] happy,birthday [5] gun_vanguard,lovekraft6 Top Word Pairs in Tweet in G10:
[540] village,vanguard [522] 200304,village [339] vanguard,shibuya [328] #in2it,#인투잇 [297] #인투잇,#in2it [187] #yeontae,#ヨンテ [178] vanguard,渋谷本店 [175] #연태,#정연태 [172] #인투잇,#연태 [165] #정연태,#yeontae Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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 G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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: