The graph represents a network of 3,893 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 October 2021 at 15:13 UTC.
The requested start date was Sunday, 10 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 21-hour, 23-minute period from Friday, 08 October 2021 at 14:42 UTC to Saturday, 09 October 2021 at 12:06 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 : 3893
Unique Edges : 3052
Edges With Duplicates : 8342
Total Edges : 11394
Number of Edge Types : 5
Tweet : 5246
Mentions : 1226
Retweet : 1908
MentionsInRetweet : 2815
Replies to : 199
Self-Loops : 5362
Reciprocated Vertex Pair Ratio : 0.0214849921011058
Reciprocated Edge Ratio : 0.0420661923909681
Connected Components : 1729
Single-Vertex Connected Components : 1215
Maximum Vertices in a Connected Component : 850
Maximum Edges in a Connected Component : 6359
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.857922
Graph Density : 0.000213377424734463
Modularity : 0.335038
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,893 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 October 2021 at 15:13 UTC.
The requested start date was Sunday, 10 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 21-hour, 23-minute period from Friday, 08 October 2021 at 14:42 UTC to Saturday, 09 October 2021 at 12:06 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:
[2282] #facebook,#instagram [2263] #twitter,#facebook [1974] #deal,#gift [1912] #gift,#gifts [1623] #socialmedia,#pinterest [1538] #linkedin,#twitter [1184] #dogecoin,#deal [1099] #pinterest,#dogecoin [783] #gifts,#giftideas [768] #tiktok,#socialmedia Top Word Pairs in Tweet in G1:
[289] social,media [72] listen,lt [72] lt,gt [72] gt,#dance [72] #dance,#love [66] #love,#songs [60] #socialmedia,#srudukfollow [52] #songs,#inspiration [47] #socialmedia,#socialmediamarketing [40] #inspiration,#friends Top Word Pairs in Tweet in G2:
[161] #ai,#datascience [153] #digital,#tech [151] #datascience,#finserv [148] #tech,#cloud [141] #cloud,#ai [89] #finserv,#machinelearning [84] #machinelearning,#bigdata [48] #facebook,#instagram [47] #socialmedia,#100daysofcode [45] #gift,#gifts Top Word Pairs in Tweet in G3:
[2214] #twitter,#facebook [2212] #facebook,#instagram [1937] #deal,#gift [1864] #gift,#gifts [1580] #socialmedia,#pinterest [1502] #linkedin,#twitter [1159] #dogecoin,#deal [1072] #pinterest,#dogecoin [766] #gifts,#giftideas [737] #tiktok,#socialmedia Top Word Pairs in Tweet in G4:
[51] social,media [6] #socialmedia,#socialmediamarketing [5] #creatoreconomy,#socialmedia [5] wisdom,ricksantorum [5] ricksantorum,one [5] one,year [5] year,ago [5] ago,gov't [5] gov't,regulating [5] regulating,#bigtech Top Word Pairs in Tweet in G5:
[41] #socialdefi,#socialmedia [41] #socialmedia,#memey [41] #crypto,#cryptocurrecy [40] #memey,#memes [40] #memes,#crypto [28] fact,checkers [28] checkers,checking [28] checking,facts [28] facts,thing [28] thing,made Top Word Pairs in Tweet in G6:
[18] entrepreneur,#socialmedia [14] social,media [13] #tech,#trending [13] #trending,#socialmedia [11] #advertising,newswire [10] #marketing,news [10] check,maddie [10] maddie,payton's [10] payton's,video [10] video,#tiktok Top Word Pairs in Tweet in G7:
[4] social,media [3] facebook,act [3] act,illegal [3] illegal,sale [3] sale,#amazonrainforest [3] #amazonrainforest,#socialmedia [3] #socialmedia,giant [3] giant,changed [3] changed,policy [3] policy,following Top Word Pairs in Tweet in G8:
[24] #salesforce,#dreamforce [24] #dreamforce,#startup [24] #startup,#startups [24] #startups,#ai [21] #ai,#socialmedia [21] #socialmedia,#futureofwork [21] #futureofwork,#hrtech [18] #hrtech,#cx [16] today,myphillymedia [16] myphillymedia,gmail Top Word Pairs in Tweet in G9:
[27] explore,twitch [27] twitch,services [26] services,#affiliate [26] #affiliate,#fiverr [22] #fiverr,#digitalmarketing [17] #digitalmarketing,#marketing [6] animatorspal,explore [6] #marketing,#socialmedia [4] chikn_nuggit,explore [3] proven,ways Top Word Pairs in Tweet in G10:
[13] #socialmedia,help [11] extent,creating [11] creating,community [11] community,#socialmedia [11] help,type [11] type,diabetics [11] diabetics,live [11] live,disease [10] gemhvcc,extent [10] disease,differently 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 G7:
Top Replied-To in G9:
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: