The graph represents a network of 3,586 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 Sunday, 03 October 2021 at 15:16 UTC.
The requested start date was Sunday, 03 October 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 1-day, 1-hour, 59-minute period from Friday, 01 October 2021 at 22:01 UTC to Sunday, 03 October 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 : 3586
Unique Edges : 2455
Edges With Duplicates : 9273
Total Edges : 11728
Number of Edge Types : 5
Retweet : 2235
MentionsInRetweet : 3497
Tweet : 5015
Mentions : 890
Replies to : 91
Self-Loops : 5124
Reciprocated Vertex Pair Ratio : 0.0131332082551595
Reciprocated Edge Ratio : 0.0259259259259259
Connected Components : 1337
Single-Vertex Connected Components : 940
Maximum Vertices in a Connected Component : 828
Maximum Edges in a Connected Component : 7182
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.210944
Graph Density : 0.000252026126708469
Modularity : 0.316676
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,586 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 Sunday, 03 October 2021 at 15:16 UTC.
The requested start date was Sunday, 03 October 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 1-day, 1-hour, 59-minute period from Friday, 01 October 2021 at 22:01 UTC to Sunday, 03 October 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:
[2540] #facebook,#instagram [2504] #twitter,#facebook [2176] #gift,#gifts [2026] #deal,#gift [1976] #socialmedia,#pinterest [1751] #linkedin,#twitter [1229] #pinterest,#dogecoin [1045] #dogecoin,#deal [884] #dogecoin,#socialmedia [883] #doge,#deal Top Word Pairs in Tweet in G1:
[236] social,media [81] listen,lt [81] lt,gt [81] gt,#dance [81] #dance,#love [72] #love,#songs [60] #socialmedia,#srudukfollow [58] #songs,#inspiration [41] #inspiration,#friends [37] gandhi,jayanti Top Word Pairs in Tweet in G2:
[378] values,social [378] social,data [378] data,create [378] create,#data [378] #data,#socialmedia [378] #socialmedia,#datasecurity [378] #datasecurity,#nft [378] #nft,#cryptocurrency [377] auth3_network,values Top Word Pairs in Tweet in G3:
[197] #tech,#cloud [196] #digital,#tech [168] #cloud,#ai [165] betamoroney,enilev [138] enilev,evasmartai [125] #ai,#datascience [119] evasmartai,#digital [88] #socialmedia,#100daysofcode [87] #100daysofcode,#bigdata [83] #bigdata,#womenwhocode Top Word Pairs in Tweet in G4:
[57] social,media [16] #socialmedia,#rewards [15] #steem,#steemit [11] #steemit,#socialmedia [11] #rewards,stephenpkendal [9] stephenpkendal,earlymike4 [9] _,_ [9] #promosteem,#steem [9] #mancity,#manchestercity [8] #socialmedia,#marketing Top Word Pairs in Tweet in G5:
[53] #digitalhealth,#socialmedia [22] social,media [16] ozy,shut [16] shut,down [16] down,advertisers [16] advertisers,flee [16] flee,embattled [16] embattled,media [16] media,startup [16] _timos_,ozy Top Word Pairs in Tweet in G6:
[54] #socialdefi,#socialmedia [54] #socialmedia,#memey [54] #crypto,#cryptocurrecy [53] #memey,#memes [53] #memes,#crypto [42] #pancakeswap,#socialdefi [28] disruptive,begins [28] begins,memey [28] memey,cominig [28] cominig,soon Top Word Pairs in Tweet in G7:
[2527] #facebook,#instagram [2498] #twitter,#facebook [2170] #gift,#gifts [2021] #deal,#gift [1970] #socialmedia,#pinterest [1748] #linkedin,#twitter [1229] #pinterest,#dogecoin [1045] #dogecoin,#deal [882] #dogecoin,#socialmedia [881] #doge,#deal Top Word Pairs in Tweet in G8:
[106] #seo,#socialmedia [106] #socialmedia,#contentmarketing [88] #infographicb2b,#seo [44] #socialmedia,#socialmediamarketing [43] #oneofpoints,#socialmedia [43] #socialmediamarketing,#smm [39] social,media [20] #rt,vcontenting [18] marketinglbook,#marketinglivebook [18] #marketinglivebook,#seo Top Word Pairs in Tweet in G9:
[54] #top,1000 [54] 1000,tweeters [54] tweeters,2nd [54] 2nd,october [54] october,2021 [54] 2021,#fbpe [54] #fbpe,#fbpeglobal [54] #fbpeglobal,#fbpa [54] #fbpa,#fbr [53] sydesjokes,#top Top Word Pairs in Tweet in G10:
[38] submit,special [38] special,issue [38] issue,journal_of_comm [36] studying,#socialmedia [36] #socialmedia,submit [36] journal_of_comm,social [36] social,media [36] media,good [36] good,bad [35] mwojcieszak,studying Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G8:
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: