The graph represents a network of 4,350 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, 27 March 2022 at 15:08 UTC.
The requested start date was Sunday, 27 March 2022 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 2-day, 3-hour, 7-minute period from Wednesday, 23 March 2022 at 18:00 UTC to Friday, 25 March 2022 at 21:08 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 : 4350
Unique Edges : 3521
Edges With Duplicates : 8979
Total Edges : 12500
Number of Edge Types : 5
Retweet : 2491
MentionsInRetweet : 3313
Mentions : 1939
Tweet : 4595
Replies to : 162
Self-Loops : 4845
Reciprocated Vertex Pair Ratio : 0.0363955823293173
Reciprocated Edge Ratio : 0.0702349237103415
Connected Components : 1599
Single-Vertex Connected Components : 1034
Maximum Vertices in a Connected Component : 1179
Maximum Edges in a Connected Component : 6852
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.531426
Graph Density : 0.000218256013405116
Modularity : 0.364683
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,350 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, 27 March 2022 at 15:08 UTC.
The requested start date was Sunday, 27 March 2022 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 2-day, 3-hour, 7-minute period from Wednesday, 23 March 2022 at 18:00 UTC to Friday, 25 March 2022 at 21:08 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:
[1172] #gift,#gifts [1001] #gifts,#giftideas [972] #giftideas,#shop [968] #shop,#shopping [945] #affiliate,#affiliatemarketing [944] #blogger,#business [922] #socialmedia,#pinterest [900] #twitter,#facebook [848] #discount,#gifts [844] social,media Top Word Pairs in Tweet in G1:
[329] social,media [92] #socialmedia,#marketing [61] #socialmedia,#srudukfollow [57] #marketing,#socialmedia [47] #socialmediamarketing,#socialmedia [38] #digitalmarketing,#socialmedia [38] #socialmedia,#socialmediamarketing [33] #socialmedia,#business [32] #digitalmarketing,#marketing [30] media,marketing Top Word Pairs in Tweet in G2:
[106] #socialmedia,#contentmarketing [102] #seo,#socialmedia [85] #infographicb2b,#seo [42] social,media [38] #socialmedia,#marketing [33] #socialmedia,#socialmediamarketing [33] pleasure,conversing [33] conversing,joe [33] joe,pulizzi [33] pulizzi,guru Top Word Pairs in Tweet in G3:
[340] #datascientist,#cloud [340] #women,#ehealth [340] #ehealth,#ces2023 [338] #ces2023,#finserv [326] #cx,#women [319] #cloud,#quantum [319] #quantum,#des2022 [312] #laziodigitale,#datascientist [305] #des2022,#cx [202] chidambara09,#laziodigitale Top Word Pairs in Tweet in G4:
[119] social,media [17] #snrtg,#socialmedia [17] #socialmedia,#socialmedianews [13] #seo,#socialmedia [10] media,marketing [10] #socialmedia,#marketing [9] digital,marketing [9] #socialmedia,#socialmediamarketing [8] facilitates,modern [8] modern,#recruitment Top Word Pairs in Tweet in G5:
[1159] #gift,#gifts [994] #gifts,#giftideas [972] #giftideas,#shop [968] #shop,#shopping [916] #affiliate,#affiliatemarketing [916] #blogger,#business [911] #socialmedia,#pinterest [876] #twitter,#facebook [824] #discount,#gifts [816] #gifts,#marketing Top Word Pairs in Tweet in G6:
[29] #bulk,#data [25] social,media [21] #selling,#bulk [18] cursortek,#selling [17] 3k,plus [16] #hotels,#restaurants [15] #restaurants,#leads [15] #socialmedia,#scraping [15] #scraping,#datamining [13] #emailslist,#socialmedia Top Word Pairs in Tweet in G7:
[35] #hamaraappnamoapp,nmappvrtualmeet [35] nmappvrtualmeet,namoapp [35] namoapp,sh [35] sh,narendramodi [35] narendramodi,ji [35] ji,#namoapp [35] #namoapp,#modihaitomumkinhai [35] #national,#career [35] #career,#service [35] #service,#portal Top Word Pairs in Tweet in G8:
[80] ज,न [41] क,जर [41] जर,व [41] व,ल [41] #socialmedia,पर [41] पर,क [40] #newskipathshala,ज [40] न,2015 [40] 2015,स [40] स,ज Top Word Pairs in Tweet in G9:
[9] #socialmedia,#voxe [9] #voxe,#blockchain [9] #blockchain,#crypto [9] #crypto,#creator [9] #creator,#brand [7] #brand,#solution [7] #solution,#nft [7] #nft,#crowdsale [7] #crowdsale,#ico [6] voxeofficial,voxe Top Word Pairs in Tweet in G10:
[38] experts,community [38] community,management [38] management,help [38] help,develop [38] develop,professional [38] professional,brand [38] brand,focused [38] focused,social [38] social,relationships [37] thecollectivego,experts 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 G4:
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 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: