The graph represents a network of 4,011 Twitter users whose tweets in the requested range contained "#marketing", 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 14:11 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, 1-hour, 31-minute period from Thursday, 06 January 2022 at 18:15 UTC to Saturday, 08 January 2022 at 19:46 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 : 4011
Unique Edges : 3622
Edges With Duplicates : 12443
Total Edges : 16065
Number of Edge Types : 5
Tweet : 2762
MentionsInRetweet : 6371
Mentions : 2072
Retweet : 4629
Replies to : 231
Self-Loops : 3224
Reciprocated Vertex Pair Ratio : 0.019377678405068
Reciprocated Edge Ratio : 0.0380186437579967
Connected Components : 1232
Single-Vertex Connected Components : 864
Maximum Vertices in a Connected Component : 1810
Maximum Edges in a Connected Component : 12675
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.315294
Graph Density : 0.000340149377242508
Modularity : 0.326135
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,011 Twitter users whose tweets in the requested range contained "#marketing", 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 14:11 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, 1-hour, 31-minute period from Thursday, 06 January 2022 at 18:15 UTC to Saturday, 08 January 2022 at 19:46 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 : #marketing
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:
[811] #python,#ai [767] #ai,#iot [757] #iot,#iiot [739] #pytorch,#javascript [730] #javascript,#reactjs [682] #reactjs,#wordpress [634] #wordpress,#security [599] #iiot,#opensea [598] #opensea,#pytorch [577] #security,#defi Top Word Pairs in Tweet in G1:
[70] #socialmedia,#marketing [50] social,media [33] #business,#marketing [29] #marketing,#digitalmarketing [29] #marketing,#smm [28] #digitalmarketing,#marketing [28] link,bio [28] #facebook,#instagram [26] #marketing,#business [24] #atl,#btl Top Word Pairs in Tweet in G2:
[320] #python,#ai [292] #ai,#iot [280] #iot,#iiot [272] #pytorch,#javascript [271] #javascript,#reactjs [250] #reactjs,#wordpress [232] #wordpress,#security [229] #iiot,#opensea [229] #opensea,#pytorch [216] #security,#defi Top Word Pairs in Tweet in G3:
[490] #python,#ai [476] #iot,#iiot [474] #ai,#iot [466] #pytorch,#javascript [458] #javascript,#reactjs [431] #reactjs,#wordpress [401] #wordpress,#security [370] #iiot,#opensea [369] #opensea,#pytorch [360] #security,#defi Top Word Pairs in Tweet in G4:
[169] #dogecoin,#bitcoin [136] #gift,#shopping [135] #shopping,#gifts [129] #gifts,#onlineshopping [112] #digitalmarketing,#gift [106] #onlineshopping,#dogecoin [99] #bitcoin,#marketing [98] #marketing,#affiliatemarketing [98] #affiliatemarketing,#freeshipping [98] #freeshipping,#ad Top Word Pairs in Tweet in G5:
[121] rmdoxx,ready [121] ready,everyone [121] everyone,questions [121] questions,ready [121] ready,7pm [121] 7pm,cst [121] cst,8pm [121] 8pm,#rmdoxx [120] sgmcryptos,rmdoxx [120] #rmdoxx,#doxxedage Top Word Pairs in Tweet in G6:
[29] 12,fundamental [29] fundamental,reasons [29] reasons,invest [29] invest,danger_valley [15] cryptopalantir,12 [13] end,jan [11] danger_valley,#tokenomics [11] #tokenomics,incoming [11] incoming,q1 [11] q1,q2 Top Word Pairs in Tweet in G7:
[53] #aidicraft,dropping [50] great,time [50] time,load [50] load,#aidifinance [50] #aidifinance,many [50] many,good [50] good,things [50] things,way [50] way,#aidicraft [49] dropping,#aidi Top Word Pairs in Tweet in G8:
[107] #kodi,#kodi2022 [107] #kodi2022,#nfts [107] #nfts,#nft [107] #nft,#pitch [107] #pitch,#hotbit [107] #hotbit,#zt [107] #zt,#decoin [107] #decoin,#certik [103] #certik,#lindsaylohan [103] #lindsaylohan,#staking Top Word Pairs in Tweet in G9:
[199] #rbxs,#rbx [163] #rbx,#marketing [35] #eth,#bnb [30] good,day [26] یه,روز [26] روز,خوب [25] #rbxs,#marketing [24] #marketing,linktree [22] #rbx,#staking [22] #marketing,#staking Top Word Pairs in Tweet in G10:
[44] comfort,zone [22] great,things [22] things,done [22] done,outside [22] outside,comfort [22] zone,leaving [22] leaving,comfort [22] zone,ultimately [22] ultimately,helps [22] helps,make Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: