The graph represents a network of 3,753 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, 09 January 2022 at 16:13 UTC.
The requested start date was Sunday, 09 January 2022 at 01:01 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 Thursday, 06 January 2022 at 18:32 UTC to Saturday, 08 January 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 : 3753
Unique Edges : 3129
Edges With Duplicates : 10674
Total Edges : 13803
Number of Edge Types : 5
Tweet : 4273
Retweet : 3099
MentionsInRetweet : 4167
Mentions : 2176
Replies to : 88
Self-Loops : 4514
Reciprocated Vertex Pair Ratio : 0.0270471464019851
Reciprocated Edge Ratio : 0.052669726987195
Connected Components : 1250
Single-Vertex Connected Components : 816
Maximum Vertices in a Connected Component : 1469
Maximum Edges in a Connected Component : 10136
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.053666
Graph Density : 0.000293936847678929
Modularity : 0.311059
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,753 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, 09 January 2022 at 16:13 UTC.
The requested start date was Sunday, 09 January 2022 at 01:01 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 Thursday, 06 January 2022 at 18:32 UTC to Saturday, 08 January 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:
[2048] #facebook,#instagram [2014] #twitter,#facebook [1887] #gift,#gifts [1757] #gifts,#giftideas [1734] #giftideas,#shop [1702] #shop,#shopping [1647] #deal,#gift [1442] #shopping,#affiliatemarketing [1302] #socialmedia,#pinterest [1056] #linkedin,#twitter Top Word Pairs in Tweet in G1:
[236] social,media [65] #socialmedia,#marketing [53] #socialmedia,#srudukfollow [36] #marketing,#socialmedia [34] #facebook,#instagram [26] #jfb,#socialmedia [25] #xpenderadvertising,#polesign [25] #polesign,#socialmedia [25] #marketing,#smm [25] #smm,#fabrication Top Word Pairs in Tweet in G2:
[633] #cx,#women [633] #women,#ehealth [613] #finserv,#fashiontech [609] #digital,#cx [592] #datascientist,#digital [570] #fashiontech,#insurtech [549] #ai,#finserv [533] #ehealth,#datascience [505] #datascience,#ai [314] chidambara09,#datascientist Top Word Pairs in Tweet in G3:
[1996] #twitter,#facebook [1993] #facebook,#instagram [1887] #gift,#gifts [1756] #gifts,#giftideas [1734] #giftideas,#shop [1702] #shop,#shopping [1647] #deal,#gift [1442] #shopping,#affiliatemarketing [1299] #socialmedia,#pinterest [1056] #linkedin,#twitter Top Word Pairs in Tweet in G4:
[79] social,media [12] #socialmedia,#digitalmarketing [12] #socialmedia,#socialmedianews [10] #socialmedia,#marketing [10] #digitalart,#digitalmarketing [10] #digitalmarketing,#digital [10] #socialmedia,#socialmediamarketing [10] #facebook,#instagram [9] media,marketing [9] #socialmedia,#digital Top Word Pairs in Tweet in G5:
[21] #b2b,#socialmedia [14] check,latest [14] latest,article [14] article,forbes [14] forbes,top [14] top,#b2b [14] #socialmedia,insights [14] insights,2022 [14] 2022,#socialmediamarketing [14] #socialmediamarketing,#digitalmarketing Top Word Pairs in Tweet in G6:
[51] demande,souvent [51] souvent,comment [51] comment,fonctionne [51] fonctionne,l'algorithme [51] l'algorithme,#twitter [51] #twitter,j'ai [51] j'ai,rarement [51] rarement,vu [51] vu,infographie [51] infographie,aussi Top Word Pairs in Tweet in G7:
[22] rapid,fire [22] fire,#xgbl [22] #xgbl,giveaway [22] giveaway,100 [22] 100,000 [22] 000,xgbl [22] xgbl,complete [22] complete,below [22] below,follow [22] follow,xungible Top Word Pairs in Tweet in G8:
[11] conseils,optimiser [11] optimiser,votre [11] votre,rédaction [9] 22,conseils [9] rédaction,#web [7] #web,#réseauxsociaux [7] #réseauxsociaux,#compublique [6] socialmedia2day,#socialmedia [6] social,media [6] franckconfino,22 Top Word Pairs in Tweet in G9:
[11] social,media [9] people,ultimately [9] ultimately,revealing [9] revealing,know [9] know,still [9] still,people [9] people,mean [9] mean,things [8] rachelintheoc,people [6] #socialmedia,#instagram Top Word Pairs in Tweet in G10:
[4] attention,didn [4] didn,collapse [4] collapse,stolen [4] stolen,#socialmedia [4] #socialmedia,many [4] many,facets [4] facets,modern [4] modern,life [4] life,destroying [3] marshacollier,attention 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 G5:
Top Replied-To in G6:
Top Replied-To in G7:
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 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: