The graph represents a network of 8,117 Twitter users whose recent tweets contained "#hashtags OR #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 Sunday, 20 February 2022 at 02:32 UTC.
The tweets in the network were tweeted over the 8-day, 5-hour, 21-minute period from Friday, 11 February 2022 at 21:05 UTC to Sunday, 20 February 2022 at 02:26 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 : 8117
Unique Edges : 9442
Edges With Duplicates : 4107
Total Edges : 13549
Number of Edge Types : 5
Retweet : 6194
Tweet : 1792
Mentions : 1289
Replies to : 744
MentionsInRetweet : 3530
Self-Loops : 1868
Reciprocated Vertex Pair Ratio : 0.0102765123424092
Reciprocated Edge Ratio : 0.0203439597315436
Connected Components : 1782
Single-Vertex Connected Components : 940
Maximum Vertices in a Connected Component : 1449
Maximum Edges in a Connected Component : 2776
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 2.500731
Graph Density : 0.000144753361584122
Modularity : 0.696494
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 8,117 Twitter users whose recent tweets contained "#hashtags OR #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 Sunday, 20 February 2022 at 02:32 UTC.
The tweets in the network were tweeted over the 8-day, 5-hour, 21-minute period from Friday, 11 February 2022 at 21:05 UTC to Sunday, 20 February 2022 at 02:26 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 : #hashtags OR #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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2738] enes,kanter [2736] kanter,freedom [1393] enesfreedom,#istandwithenes [1393] #istandwithenes,#letfreedomplay [1393] #letfreedomplay,#letenesplay [1064] #hashtag,kampanyası [1064] kampanyası,enesfreedom [1015] freedom,için [1015] için,#hashtag [1014] #letenesplay,şimdi Top Word Pairs in Tweet in G1:
[1001] #todossomosamlo,ayúdenos [1001] ayúdenos,#hashtag [260] activamos,apoyo [260] apoyo,nuestro [260] nuestro,presidente [260] presidente,lopezobrador_ [260] lopezobrador_,usemos [260] usemos,#hashtag [260] #hashtag,#todossomosamlo [176] #rickyriquinprofuguin,quien Top Word Pairs in Tweet in G2:
[2738] enes,kanter [2736] kanter,freedom [1393] enesfreedom,#istandwithenes [1393] #istandwithenes,#letfreedomplay [1393] #letfreedomplay,#letenesplay [1064] #hashtag,kampanyası [1064] kampanyası,enesfreedom [1015] freedom,için [1015] için,#hashtag [1014] #letenesplay,şimdi Top Word Pairs in Tweet in G3:
[22] gli,#hashtag [21] social,media [16] #viabililaz,#pendolarilaz [16] #pendolarilaz,sono [16] sono,gli [16] #hashtag,ufficiali [16] ufficiali,dell'infomobilità [16] dell'infomobilità,#lazio [16] #lazio,utilizzateli [16] utilizzateli,rimanere Top Word Pairs in Tweet in G4:
[424] #hashtag,#milesguo [382] 2022,18文贵大直播 [211] #milesguo,#takedowntheccp [157] 18文贵大直播,疫苗灾难还没开始 [157] 疫苗灾难还没开始,科学家说 [157] 科学家说,疫苗灾难表现怎么死 [157] 疫苗灾难表现怎么死,吐血 [157] 吐血,流鼻血 [157] 流鼻血,眼睛耳朵出血 [157] 眼睛耳朵出血,女性月经不规律 Top Word Pairs in Tweet in G5:
[208] ok,starting [208] starting,tweets [208] tweets,comments [208] comments,#safemoonsuperbowl [208] #safemoonsuperbowl,told [208] told,super [208] super,bowl [208] bowl,announcers [208] announcers,reading [208] reading,#trending Top Word Pairs in Tweet in G6:
[152] #bitcoin,#binance [151] dostlar,bu [151] bu,gönderinin [151] gönderinin,altına [151] altına,sadece [151] sadece,#hashtag [151] #hashtag,ile [151] ile,elimizden [151] elimizden,geldiği [151] geldiği,kadar Top Word Pairs in Tweet in G7:
[148] #nohaymorenosincorrea,verdad [148] verdad,villafernando_ [148] villafernando_,moreno [148] moreno,correa [148] correa,revolucionarios [148] revolucionarios,unos [148] unos,corruptos [148] corruptos,#hashtag [148] #hashtag,#nohaymorenosincorrea Top Word Pairs in Tweet in G8:
[301] #ik,ga [301] ga,iedere [301] iedere,dag [301] dag,deze [301] deze,#hashtag [301] #hashtag,tweet [301] tweet,herhalen [301] herhalen,ben [301] ben,mee [301] mee,eens Top Word Pairs in Tweet in G9:
[35] heavy,fighters [35] fighters,drag [35] drag,#hashtag [35] #hashtag,america [35] america,steal [35] steal,money [35] money,#usa_stole_money_from_afghan [35] #usa_stole_money_from_afghan,# [35] #,america_ [35] america_,steals_money_of_afghan Top Word Pairs in Tweet in G10:
[432] र,क [176] न,क [160] छ,त [160] त,र [144] stet19,छ [144] क,न [144] न,य [144] य,य [144] य,द [144] द,ल 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 G6:
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 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: