The graph represents a network of 3,889 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, 12 September 2021 at 15:11 UTC.
The requested start date was Sunday, 12 September 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 5-day, 4-hour, 41-minute period from Monday, 06 September 2021 at 19:15 UTC to Saturday, 11 September 2021 at 23:56 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 : 3889
Unique Edges : 2879
Edges With Duplicates : 9616
Total Edges : 12495
Number of Edge Types : 5
Retweet : 2736
MentionsInRetweet : 3592
Tweet : 4774
Mentions : 1300
Replies to : 93
Self-Loops : 4912
Reciprocated Vertex Pair Ratio : 0.032051282051282
Reciprocated Edge Ratio : 0.062111801242236
Connected Components : 1414
Single-Vertex Connected Components : 928
Maximum Vertices in a Connected Component : 1156
Maximum Edges in a Connected Component : 7888
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.251905
Graph Density : 0.000244900410252829
Modularity : 0.323797
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 3,889 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, 12 September 2021 at 15:11 UTC.
The requested start date was Sunday, 12 September 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 5-day, 4-hour, 41-minute period from Monday, 06 September 2021 at 19:15 UTC to Saturday, 11 September 2021 at 23:56 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:
[2081] #facebook,#instagram [2071] #twitter,#facebook [1943] #gift,#gifts [1881] #socialmedia,#pinterest [1615] #gifts,#giftideas [1536] #giftideas,#shop [1490] #shop,#shopping [1417] #linkedin,#twitter [1332] #deal,#gift [1298] #affiliatemarketing,#bitcoin Top Word Pairs in Tweet in G1:
[315] social,media [63] #socialmedia,#srudukfollow [52] #socialmedia,#instagram [51] ø,ù [50] ø,ø [46] media,design [45] #socialmedia,#marketing [45] ù,ø [45] business,card [45] flyer,brochure Top Word Pairs in Tweet in G2:
[490] #socialmedia,#100daysofcode [483] #100daysofcode,#bigdata [344] #bigdata,#womenwhocode [231] #womenwhocode,#python [172] enilev,#socialmedia [141] #python,#flutter [58] betamoroney,enilev [55] #flutter,#cybersecurity [52] #bigdata,#womenw [49] thx,enilev Top Word Pairs in Tweet in G3:
[35] rã,seaux [35] seaux,sociaux [25] #socialmedia,#marketing [18] social,media [15] #socialmedia,#bigdata [15] anthonyrochand,comment [14] réseaux,sociaux [14] #rã,seauxsociaux [14] comment,utiliser [13] know,audience Top Word Pairs in Tweet in G4:
[50] social,media [38] digital,marketing [37] #digitalmarketing,#socialmedia [35] #socialmedia,#digitalmarketing [28] group,buy [24] today,myphillymedia [24] myphillymedia,gmail [21] #marketing,#socialmediamarketing [21] #socialmediamarketing,#socialmedia [20] contact,today Top Word Pairs in Tweet in G5:
[23] #tech,#socialmedia [22] #socialmedia,#banking [22] #banking,#innovation [21] #robot,being [21] being,used [21] used,protect [21] protect,coral [21] coral,reefs [21] reefs,predator [21] predator,digitaltrends Top Word Pairs in Tweet in G6:
[2049] #twitter,#facebook [2048] #facebook,#instagram [1939] #gift,#gifts [1877] #socialmedia,#pinterest [1613] #gifts,#giftideas [1534] #giftideas,#shop [1488] #shop,#shopping [1414] #linkedin,#twitter [1329] #deal,#gift [1294] #affiliatemarketing,#bitcoin Top Word Pairs in Tweet in G7:
[29] social,media [14] #socialmedia,#facebook [14] #facebook,#insights [9] #marketing,#socialmedia [8] #upwork,searching [8] searching,#freelancer [8] #freelancer,#socialmedia [8] #insights,#analysis [8] #analysis,#reporting [8] #reporting,view Top Word Pairs in Tweet in G8:
[25] cã,mo [15] redes,sociales [14] evento,marca [11] anã,lisis [10] social,media [10] mo,crear [9] tienes,evento [9] marca,producto [9] producto,#hashtagteam [9] damos,conocer Top Word Pairs in Tweet in G9:
[60] kaivalya,communication [60] communication,idea [60] idea,factory [60] factory,grow [60] grow,business [60] business,#publicrelations [60] #publicrelations,#digitalmarketing [60] #digitalmarketing,#brandmanagement [59] kaivalyacomm,kaivalya [59] #brandmanagement,#soci Top Word Pairs in Tweet in G10:
[5] 10à,µà [5] µà,ªà [5] ªà,75 [5] 75,ÿ [4] œà,ªà [4] ªà,ªà [4] ˆ,ÿà [3] ªà,ÿà [3] ªà,œà [3] ÿ,ªà 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 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: