The graph represents a network of 4,466 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, 10 April 2022 at 15:13 UTC.
The requested start date was Sunday, 10 April 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, 2-hour, 36-minute period from Monday, 04 April 2022 at 18:31 UTC to Wednesday, 06 April 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 : 4466
Unique Edges : 3323
Edges With Duplicates : 9946
Total Edges : 13269
Number of Edge Types : 5
Retweet : 2765
MentionsInRetweet : 3698
Mentions : 2273
Tweet : 4324
Replies to : 209
Self-Loops : 4608
Reciprocated Vertex Pair Ratio : 0.0244259892525647
Reciprocated Edge Ratio : 0.0476871721506915
Connected Components : 1608
Single-Vertex Connected Components : 1051
Maximum Vertices in a Connected Component : 1216
Maximum Edges in a Connected Component : 7419
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.293855
Graph Density : 0.000210323714976764
Modularity : 0.357179
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,466 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, 10 April 2022 at 15:13 UTC.
The requested start date was Sunday, 10 April 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, 2-hour, 36-minute period from Monday, 04 April 2022 at 18:31 UTC to Wednesday, 06 April 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:
[1065] #gift,#gifts [907] #gifts,#giftideas [877] #giftideas,#shop [876] #shop,#shopping [871] #affiliate,#affiliatemarketing [871] #blogger,#business [836] social,media [835] #socialmedia,#pinterest [817] #twitter,#facebook [771] #discount,#gifts Top Word Pairs in Tweet in G1:
[298] social,media [120] àª,ઠ[66] #socialmediamarketing,#socialmedia [62] #socialmedia,#srudukfollow [61] #mises,#decentralized [61] #decentralized,#socialmedia [60] #socialmedia,#marketing [59] join,airdrop [58] airdrop,#mises [52] î,î Top Word Pairs in Tweet in G2:
[285] #healthtech,#datascientist [283] #digitalhealth,#cloud [283] #women,#ehealth [283] #ehealth,#ces2023 [281] #cloud,#cx [281] #cx,#women [242] #datascientist,#iot [242] #iot,#ai [242] #ai,#digitalhealth [158] chidambara09,#healthtech Top Word Pairs in Tweet in G3:
[91] social,media [14] #snrtg,#socialmedia [14] #socialmedia,#socialmedianews [14] join,airdrop [14] airdrop,#mises [14] #mises,#decentralized [14] #decentralized,#socialmedia [13] #socialmedia,#marketing [12] #getsocialwithies,#followus [12] #followus,#industrynews Top Word Pairs in Tweet in G4:
[28] social,media [11] elon,musk [8] #socialmedia,platforms [7] stake,twitter [7] edit,button [7] next,web [7] integrated,#socialmedia [6] confirms,working [6] working,edit [6] takes,stake Top Word Pairs in Tweet in G5:
[150] congrats,geojamofficial [150] geojamofficial,jam [150] jam,successful [150] successful,launch [150] launch,#geojam [150] #geojam,paving [150] paving,next [150] next,generation [150] generation,#creatorecomomy [149] ciervokingdom,congrats Top Word Pairs in Tweet in G6:
[23] #socialmedia,#marketing [16] elon,musk [16] #marketing,#strategy [13] rã,seaux [13] seaux,sociaux [12] #tweetsrevue,#cm [10] #cm,#socialmedia [8] anthonyrochand,comment [8] #marketing,#socialmedia [8] 3ï,⃠Top Word Pairs in Tweet in G7:
[95] join,cofounders [95] cofounders,daniel [95] daniel,schabron [95] schabron,carlos [95] carlos,perez [95] perez,twice [95] twice,month [95] month,viblos [95] viblos,community [94] community,call Top Word Pairs in Tweet in G8:
[1061] #gift,#gifts [904] #gifts,#giftideas [873] #giftideas,#shop [873] #shop,#shopping [871] #affiliate,#affiliatemarketing [871] #blogger,#business [831] #socialmedia,#pinterest [809] #twitter,#facebook [771] #discount,#gifts [756] #gifts,#marketing Top Word Pairs in Tweet in G9:
[38] #socialmedia,#digitalmarketing [30] social,media [29] #digitalhealth,#socialmedia [17] 2022,#socialmedia [11] #socialmedia,#business [10] #digitalmarketing,#mhealth [10] #digitalmarketing,#marketing [10] #marketing,#socialmediamarketing [10] #socialmediamarketing,#socialmedia [9] #socialmedia,#socialmediaai Top Word Pairs in Tweet in G10:
[30] #people,#jammuandkashmir [30] #jammuandkashmir,#access [30] #access,different [30] different,#services [30] #services,offered [30] offered,#dept [30] #dept,#food [30] #food,#civil [30] #civil,#supplies [30] #supplies,#consumer Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
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: