The graph represents a network of 1,831 Twitter users whose recent tweets contained "#socialmedia", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 2,000 tweets. The network was obtained from Twitter on Monday, 21 June 2021 at 16:26 UTC.
The tweets in the network were tweeted over the 3-hour, 31-minute period from Monday, 21 June 2021 at 12:38 UTC to Monday, 21 June 2021 at 16:10 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 : 1831
Unique Edges : 2200
Edges With Duplicates : 1044
Total Edges : 3244
Number of Edge Types : 5
Tweet : 1173
Retweet : 746
Replies to : 65
Mentions : 595
MentionsInRetweet : 665
Self-Loops : 1230
Reciprocated Vertex Pair Ratio : 0.03556609365738
Reciprocated Edge Ratio : 0.068689181453921
Connected Components : 758
Single-Vertex Connected Components : 504
Maximum Vertices in a Connected Component : 482
Maximum Edges in a Connected Component : 1167
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.540568
Graph Density : 0.000521378923398782
Modularity : 0.598289
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,831 Twitter users whose recent tweets contained "#socialmedia", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 2,000 tweets. The network was obtained from Twitter on Monday, 21 June 2021 at 16:26 UTC.
The tweets in the network were tweeted over the 3-hour, 31-minute period from Monday, 21 June 2021 at 12:38 UTC to Monday, 21 June 2021 at 16:10 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 : #socialmedia
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:
[303] social,media [179] #facebook,#instagram [154] #twitter,#facebook [146] #linkedin,#twitter [145] #socialmedia,#pinterest [139] #pinterest,#dogecoin [135] #giftideas,#shop [134] #gifts,#giftideas [132] #shop,#shopping [130] #gift,#gifts Top Word Pairs in Tweet in G1:
[139] social,media [32] #marketing,#socialmedia [32] #socialmedia,#socialmediamarketing [23] #wisdom,#quotes [22] #xbox,#life [21] #socialmedia,#digitalmarketing [20] #jesus,#bible [20] #bible,#quote [20] #life,#science [18] #quotes,#leadership Top Word Pairs in Tweet in G2:
[53] #socialmedia,#cloud [51] #100daysofcode,#ai [47] #bigdata,#women [47] #women,#datascience [47] #datascience,#usa [47] #usa,#custserv [47] #custserv,#supplychain [47] #python,#iiot [47] #iiot,#linux [47] #linux,#coding Top Word Pairs in Tweet in G3:
[7] de,nouveaux [7] congrats,#socialmedia [7] #socialmedia,stars [7] stars,friends [7] friends,jblefevre60 [7] jblefevre60,pierrepinna [7] pierrepinna,annielichtner [7] annielichtner,dream [7] dream,team [7] team,labrigadeduweb Top Word Pairs in Tweet in G4:
[8] ल,स [8] ड,य [7] #follobackforfolloback,#non [7] #non,twitter [7] twitter,lives [7] lives,place [7] place,undue [7] undue,#hardships [7] #hardships,hard [7] hard,keep Top Word Pairs in Tweet in G5:
[19] social,media [14] #digitalmarketing,#socialmedia [13] #seo,#digitalmarketing [13] #digitalmarketing,#google [10] create,manage [10] manage,facebook [10] facebook,ads [10] ads,campaign [10] campaign,business [10] business,#facebookadstips Top Word Pairs in Tweet in G6:
[33] shay,berman [33] berman,discussed [33] discussed,starting [33] starting,growing [33] growing,digital [33] digital,agency [33] agency,#thisweekwithsabir [33] #thisweekwithsabir,100 [33] 100,000 [33] 000,expert Top Word Pairs in Tweet in G7:
[11] #trending,#socialmedia [9] #tech,#trending [8] entrepreneur,#socialmedia [8] #marketing,#socialmedia [7] #marketing,news [7] #socialmedia,#advertising [7] #advertising,#influencermarketing [6] #socialmedia,#entrepreneur [6] #advertising,newswire [6] #socialmedia,#influencermarketing Top Word Pairs in Tweet in G8:
[16] follow,digital [16] digital,marketing [16] marketing,social [16] social,media [16] media,updates [16] updates,#vaazhdigital [16] #vaazhdigital,#digitalmarketing [16] #digitalmarketing,#seo [16] #seo,#socialentrepreneurship [16] #socialentrepreneurship,#socialmedia Top Word Pairs in Tweet in G9:
[8] télécharger,vos [8] vos,contenus [8] contenus,spaces [6] #cm,#socialmedia [5] le,saviez [5] saviez,vous [5] vous,vous [5] vous,pouvez [5] pouvez,maintenant [5] maintenant,télécharger Top Word Pairs in Tweet in G10:
[16] live,#warzone [16] #warzone,#twitchaffiliate [16] #twitchaffiliate,#twitchstreamers [16] #twitchstreamers,#smallstreamer [16] #smallstreamer,#smallstreamercommunity [16] #smallstreamercommunity,#twitch [16] #twitch,#socialmedia [16] #socialmedia,#twitch [16] #twitch,#live [16] #live,#gaming 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 G5:
Top Replied-To in G8:
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 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: