The graph represents a network of 15,688 Twitter users whose recent tweets contained "WhatsApp", 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 Wednesday, 12 May 2021 at 08:34 UTC.
The tweets in the network were tweeted over the 2-hour, 34-minute period from Wednesday, 12 May 2021 at 04:53 UTC to Wednesday, 12 May 2021 at 07:27 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 : 15688
Unique Edges : 20129
Edges With Duplicates : 6131
Total Edges : 26260
Number of Edge Types : 5
Retweet : 11284
Tweet : 4863
MentionsInRetweet : 4303
Replies to : 3010
Mentions : 2800
Self-Loops : 5053
Reciprocated Vertex Pair Ratio : 0.0105997512303283
Reciprocated Edge Ratio : 0.0209771498902981
Connected Components : 4150
Single-Vertex Connected Components : 2044
Maximum Vertices in a Connected Component : 2215
Maximum Edges in a Connected Component : 8152
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 6.421387
Graph Density : 7.59332709775992E-05
Modularity : 0.730055
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 15,688 Twitter users whose recent tweets contained "WhatsApp", 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 Wednesday, 12 May 2021 at 08:34 UTC.
The tweets in the network were tweeted over the 2-hour, 34-minute period from Wednesday, 12 May 2021 at 04:53 UTC to Wednesday, 12 May 2021 at 07:27 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 : WhatsApp
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Sentiscore
Edge Width : Sentiscore
Edge Alpha : Edge Weight
Vertex Color : Sentiscore
Vertex Radius : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1243] dm,whatsapp [851] call,whatsapp [809] send,dm [562] order,dm [538] delivery,nationwide [518] more,info [426] whatsapp,number [400] covid,positive [388] घ,ट [355] jual,netflix Top Word Pairs in Tweet in G1:
[155] call,whatsapp [116] fusiontech,international [68] whatsapp,91 [63] whatsapp,86 [57] 505,622 [57] 622,6216 [55] case,study [53] essay,due [53] whatsapp,505 [52] offered,fusiontech Top Word Pairs in Tweet in G2:
[796] dm,whatsapp [483] more,info [448] delivery,nationwide [338] send,dm [338] whatsapp,079 [314] davido,wizkid [304] revamp,cv [303] mercy,johnson [284] saudi,mercy [281] 000,frame Top Word Pairs in Tweet in G3:
[51] contact,help [51] help,kinds [51] kinds,hacking [51] hacking,cloning [51] cloning,recovery [51] recovery,best [51] best,english [51] english,hacker [51] hacker,usa [51] usa,25 Top Word Pairs in Tweet in G4:
[182] whatsapp,#verified [177] #verified,#covidresources [81] whatsapp,first [79] keep,checking [79] checking,links [79] links,send [79] send,sms [79] sms,whatsapp [79] first,before [79] before,calling Top Word Pairs in Tweet in G5:
[166] raila,odinga [163] bonga,points [160] points,cash [143] #kplc,#kot [113] registration,needed [108] dm,home_surety [107] cash,whatsapp [104] odinga,uhuru [104] uhuru,ruto [99] bought,airtime Top Word Pairs in Tweet in G6:
[388] covid,positive [198] whatsapp,number [198] number,8860441490 [190] blessings,getting [190] getting,kind [190] kind,residents [190] residents,noida [190] noida,driving [190] driving,force [190] force,#aapkirasoi Top Word Pairs in Tweet in G7:
[46] entrando,tendencia [46] tendencia,whatsapp [46] whatsapp,pensando [46] pensando,cayó [46] cayó,dándome [46] dándome,cuenta [46] cuenta,nadie [46] nadie,manda [46] manda,mensajes [43] abrir,whatsapp Top Word Pairs in Tweet in G8:
[332] jual,netflix [245] netflix,premium [240] order,dm [232] premium,murah [219] sharing,bulan [202] uhd,4k [200] sharing,hari [198] bulan,35 [197] netflix,antihold [197] antihold,sharing Top Word Pairs in Tweet in G9:
[193] australian,news [193] news,publication [193] publication,appears [193] appears,doing [193] doing,rounds [193] rounds,whatsapp [18] someone,sent [18] sent,over [18] over,whatsapp [18] whatsapp,today Top Word Pairs in Tweet in G10:
[305] phone,whatsapp [304] send,dm [299] whatsapp,08039562419 [299] 08039562419,telegram [299] telegram,co [299] co,aa7w48b3zk [299] aa7w48b3zk,pls [299] pls,send [182] discount_,phone [178] dm,happy 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 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: