The graph represents a network of 5,417 Twitter users whose tweets in the requested range contained "#SocialMedia", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 24 May 2021 at 15:18 UTC.
The requested start date was Sunday, 23 May 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 9-day, 1-hour, 51-minute period from Thursday, 13 May 2021 at 22:09 UTC to Sunday, 23 May 2021 at 00:01 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 : 5417
Unique Edges : 4076
Edges With Duplicates : 9092
Total Edges : 13168
Number of Edge Types : 5
Tweet : 4340
Retweet : 2918
MentionsInRetweet : 3727
Replies to : 118
Mentions : 2065
Self-Loops : 4545
Reciprocated Vertex Pair Ratio : 0.0315945716709075
Reciprocated Edge Ratio : 0.0612538540596095
Connected Components : 1933
Single-Vertex Connected Components : 1329
Maximum Vertices in a Connected Component : 2043
Maximum Edges in a Connected Component : 7560
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.095725
Graph Density : 0.000165823223513481
Modularity : 0.40897
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,417 Twitter users whose tweets in the requested range contained "#SocialMedia", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 24 May 2021 at 15:18 UTC.
The requested start date was Sunday, 23 May 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 9-day, 1-hour, 51-minute period from Thursday, 13 May 2021 at 22:09 UTC to Sunday, 23 May 2021 at 00:01 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 : GraphServerTwitterSearch
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:
[1216] #facebook,#instagram [1204] #twitter,#facebook [1158] #socialmedia,#pinterest [1137] #linkedin,#twitter [1129] social,media [1071] #gift,#gifts [1010] #pinterest,#dogecoin [949] #tiktok,#socialmedia [924] #instagram,#tiktok [697] #deal,#gift Top Word Pairs in Tweet in G1:
[397] social,media [382] #facebook,#instagram [371] #socialmedia,#pinterest [371] #linkedin,#twitter [370] #twitter,#facebook [324] #gift,#gifts [317] #pinterest,#dogecoin [265] #tiktok,#socialmedia [253] #instagram,#tiktok [223] #deal,#gift Top Word Pairs in Tweet in G2:
[187] social,media [136] #100daysofcode,#javascript [134] #javascript,#python [131] #python,#apple [128] domain,name [128] name,sale [127] domainfq,domain [114] #domain,#marketing [109] media,research [101] #name,#domain Top Word Pairs in Tweet in G3:
[77] social,media [58] #socialmedia,#digitalmarketing [38] #digitalmarketing,#marketing [38] #socialmediamarketing,#socialmedia [33] media,marketing [33] #marketing,#socialmediamarketing [33] #digitalmarketing,#socialmedia [26] #socialmedia,#marketing [24] #socialmedia,#business [21] digital,marketing Top Word Pairs in Tweet in G4:
[110] growth,sabir [110] sabir,hosting [110] hosting,name [110] name,alexandra [110] alexandra,watkins [110] watkins,eatmywordsnames [110] eatmywordsnames,100 [110] 100,000 [110] 000,expert [110] expert,insights Top Word Pairs in Tweet in G5:
[13] social,media [8] grateful,#ffs [8] #ffs,week [8] week,near [8] near,future [8] future,#creators [8] #creators,personally [8] personally,branded [8] branded,#crypto [8] #crypto,coin Top Word Pairs in Tweet in G6:
[42] #digitalhealth,#socialmedia [28] #socialmedia,#digitalmarketing [25] social,media [19] #platforms,#digitalmarkerting [16] today,myphillymedia [16] myphillymedia,gmail [15] gmail,#socialmedia [13] contact,today [13] media,marketing [12] #iot,#mhealth Top Word Pairs in Tweet in G7:
[82] extremely,serious [82] serious,attack [82] attack,freedom [82] freedom,speech [82] speech,executives [82] executives,facebook [82] facebook,tiktok [82] tiktok,met [82] met,israeli [82] israeli,justice Top Word Pairs in Tweet in G8:
[13] social,media [11] media,marketing [11] marketing,manager [11] manager,business [11] business,fiver [3] davidca68144144,social [3] giveluckyback,thefurbeast [3] thefurbeast,abuddhists [3] abuddhists,p4animalsr [3] p4animalsr,julie07217 Top Word Pairs in Tweet in G9:
[21] #cybersecurity,#security [15] germany,bans [15] bans,facebook [15] facebook,using [15] using,whatsapp [15] whatsapp,data [15] data,over [15] over,gdpr [15] gdpr,concerns [12] concerns,pro Top Word Pairs in Tweet in G10:
[48] redes,sociales [33] marketing,digital [25] #marketingdigital,#socialmedia [25] 25,26 [21] social,media [21] 26,mayo [20] congreso,#dsm21 [19] descubre,jessicaquerom [19] jessicaquerom,cómo [19] cómo,planificar Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G8:
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: