The graph represents a network of 9,210 Twitter users whose recent tweets contained "#hashtag", 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 Saturday, 30 May 2020 at 14:52 UTC.
The tweets in the network were tweeted over the 8-day, 5-hour, 51-minute period from Friday, 22 May 2020 at 08:49 UTC to Saturday, 30 May 2020 at 14:41 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 : 9210
Unique Edges : 12094
Edges With Duplicates : 4157
Total Edges : 16251
Number of Edge Types : 5
Retweet : 5834
MentionsInRetweet : 5200
Tweet : 2080
Replies to : 1017
Mentions : 2120
Self-Loops : 2163
Reciprocated Vertex Pair Ratio : 0.0176793683487813
Reciprocated Edge Ratio : 0.0347444763029179
Connected Components : 2095
Single-Vertex Connected Components : 1127
Maximum Vertices in a Connected Component : 3752
Maximum Edges in a Connected Component : 8823
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 4.768923
Graph Density : 0.000139810356412653
Modularity : 0.737109
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 9,210 Twitter users whose recent tweets contained "#hashtag", 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 Saturday, 30 May 2020 at 14:52 UTC.
The tweets in the network were tweeted over the 8-day, 5-hour, 51-minute period from Friday, 22 May 2020 at 08:49 UTC to Saturday, 30 May 2020 at 14:41 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 : #hashtag
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 G2:
[1487] enhance,mental [1487] mental,clarity [1487] clarity,emotional [825] emotional,balance [825] balance,productivity [825] productivity,inner [825] inner,engineering [825] engineering,online [825] online,session [825] session,online Top Word Pairs in Tweet in G3:
[52] highest,#hashtag [52] #hashtag,views [52] heroes,#tiktok [52] #tiktok,#alluarjun [52] billion,#ntr [52] billion,#prabhas [52] #prabhas,billion [52] billion,#maheshbabu [52] #maheshbabu,billion [52] billion,#ramcharan Top Word Pairs in Tweet in G4:
[737] twitter,#hashtag [737] جڏهن,قومون [732] قومون,سجاڳ [706] سجاڳ,ٿينديون [683] ٿينديون,آهن [683] آهن,تہ [683] تہ,هو [683] هو,سڀ [683] سڀ,کان [683] کان,پهرين Top Word Pairs in Tweet in G5:
[82] #ik,ga [79] ga,iedere [79] iedere,dag [79] dag,deze [79] deze,#hashtag [79] #hashtag,tweet [79] tweet,herhalen [79] herhalen,ben [79] ben,mee [79] mee,eens Top Word Pairs in Tweet in G6:
[470] triste,lamentable [470] lamentable,idea [470] idea,usar [470] usar,#hashtag [470] #hashtag,teniendo [470] teniendo,cuenta [470] cuenta,mata [470] mata,miles [470] miles,personas [470] personas,mundo Top Word Pairs in Tweet in G7:
[102] मग,र [102] र,ड [102] please,change [102] change,#hashtag [102] #hashtag,change [102] change,content [102] content,tweet [102] tweet,tweet [102] tweet,again [102] again,#computerteacherrajasthan Top Word Pairs in Tweet in G8:
[48] adiele_angel,maiscatolicismo [48] maiscatolicismo,adiele_angel [47] adiele_angel,nkirukanistoran [47] nkirukanistoran,#ipobtweetteam [47] #ipobtweetteam,lunches [47] lunches,biafra [47] biafra,heroes [47] heroes,day [47] day,twitter [47] twitter,putting Top Word Pairs in Tweet in G9:
[140] #seo,#socialmedia [140] vivian,francos [140] francos,#seohashtag [140] propio,#hashtag [140] crea,propio [140] contactame,hacemos [140] hacemos,juntos [140] #socialmedia,contactame [140] vivianfrancos,#seo [140] #coronavirus,#hashtag Top Word Pairs in Tweet in G10:
[72] trendpspk,teampowersena [59] trend,#hashtag [59] #hashtag,#1yrforycpfailedgovernance [43] #1yrforycpfailedgovernance,pawankalyan [41] pawankalyan,janasenaparty [41] janasenaparty,teamrajakeeyam [41] teamrajakeeyam,jspveeramahila [40] jspveeramahila,mission2o24 [32] mission2o24,trendpspk [28] teampowersena,senavoice Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G9:
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: