The graph represents a network of 13,885 Twitter users whose recent tweets contained "#instagram", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 13 May 2021 at 13:27 UTC.
The tweets in the network were tweeted over the 1-day, 15-hour, 56-minute period from Tuesday, 11 May 2021 at 19:50 UTC to Thursday, 13 May 2021 at 11:47 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 : 13887
Unique Edges : 16233
Edges With Duplicates : 8737
Total Edges : 24970
Number of Edge Types : 5
Tweet : 8817
Retweet : 8463
MentionsInRetweet : 4775
Mentions : 2454
Replies to : 461
Self-Loops : 9179
Reciprocated Vertex Pair Ratio : 0.0181009125876763
Reciprocated Edge Ratio : 0.0355581894955182
Connected Components : 5149
Single-Vertex Connected Components : 3590
Maximum Vertices in a Connected Component : 2685
Maximum Edges in a Connected Component : 8126
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 7.850361
Graph Density : 7.00028950156435E-05
Modularity : 0.618806
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 13,885 Twitter users whose recent tweets contained "#instagram", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 13 May 2021 at 13:27 UTC.
The tweets in the network were tweeted over the 1-day, 15-hour, 56-minute period from Tuesday, 11 May 2021 at 19:50 UTC to Thursday, 13 May 2021 at 11:47 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 : TwitterSearch
Graph Term : #instagram
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2332] #facebook,#instagram [1817] #twitter,#facebook [1622] #socialmedia,#pinterest [1582] #gift,#gifts [1572] #gifts,#giftideas [1518] #linkedin,#twitter [1509] #instagram,#tiktok [1463] #affiliatemarketing,#bitcoin [1329] #giftideas,#shop [1325] #shop,#shopping Top Word Pairs in Tweet in G1:
[243] #facebook,#instagram [147] #twitter,#instagram [143] #instagram,#twitter [126] #instagood,#instagram [122] #instagram,#facebook [111] #instagram,#instagood [109] gt,gt [105] #facebook,#twitter [83] eid,mubarak [79] #follow,#like Top Word Pairs in Tweet in G2:
[444] 100,75 [444] 75,#israeliterrorism [444] #israeliterrorism,#israelicrimes [443] histoire,#instagram [443] #instagram,soldat [443] soldat,israélien [443] israélien,enfants [443] enfants,#palestiniens [443] #palestiniens,détention [443] détention,légende Top Word Pairs in Tweet in G3:
[231] sidharth,shukla [231] shukla,asks [231] asks,rumoured [231] rumoured,girlfriend [231] girlfriend,shehnaaz [231] shehnaaz,gill [231] gill,remember [231] remember,work [231] work,turns [231] turns,producer Top Word Pairs in Tweet in G4:
[1090] 2m,liked [946] 1m,2m [545] 100k,liked [545] liked,tweets [545] tweets,#twitter [545] liked,#facebook [545] liked,#instagram [545] #instagram,1m [545] 1m,5m [545] 5m,liked Top Word Pairs in Tweet in G5:
[37] #digitalmarketing,#marketing [37] #marketing,#socialmediamarketing [37] #socialmediamarketing,#socialmedia [37] #socialmedia,#business [37] #business,#marketingdigital [37] #marketingdigital,#branding [37] #branding,#seo [37] #seo,#onlinemarketing [37] #onlinemarketing,#instagram [37] #instagram,#digitalmarketingtips Top Word Pairs in Tweet in G6:
[219] 8m,mentions [219] mentions,#pawankalyan [219] #pawankalyan,#instagram [219] #instagram,ustaad [219] ustaad,#pawankalyan [219] #pawankalyan,rockzz [219] rockzz,everywhere Top Word Pairs in Tweet in G7:
[41] #indiagiveaway,#bestcheck [41] #bestcheck,#bestcheckindia [41] #bestcheckindia,#love [41] #love,#instagood [41] #instagood,#giveaway [41] #giveawaytime,#instagram [41] #instagram,#facebook [41] #facebook,#contest [41] #contest,#amazon [41] #amazon,#covid19 Top Word Pairs in Tweet in G8:
[402] ω,ﾉ [203] #facebook,黃靜宜 [203] 黃靜宜,#instagram [203] #instagram,pinpin20181018 [203] pinpin20181018,#tiktok [203] uid,2604964 [201] #我是4寶媽咪,#虛歲38歲 [201] #虛歲38歲,ω [201] #tiktok,yijinghuang3 [201] yijinghuang3,#歡歌 Top Word Pairs in Tweet in G9:
[63] #facebook,#instagram [52] #twitter,#facebook [43] #socialmedia,#pinterest [42] #linkedin,#twitter [41] #gift,#gifts [38] #instagram,#youtube [37] #instagram,#tiktok [37] #gifts,#giftideas [36] #giftideas,#shop [36] #sadahaqpb,#sadahaqenglish Top Word Pairs in Tweet in G10:
[112] #lol,#follow [105] #funnymemes,#lol [91] #dankmemes,#memesdaily [90] #meme,#memes [90] #memes,#funny [90] #memesdaily,#funnymemes [90] #follow,#humor [90] #humor,#like [88] #funny,#dankmemes [88] #like,#dank 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 G5:
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 G7:
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: