The graph represents a network of 6,032 Twitter users whose tweets in the requested range contained "marketing research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 29 October 2021 at 09:47 UTC.
The requested start date was Friday, 29 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 8-day, 10-hour, 17-minute period from Wednesday, 20 October 2021 at 08:30 UTC to Thursday, 28 October 2021 at 18:47 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 : 6032
Unique Edges : 4857
Edges With Duplicates : 8121
Total Edges : 12978
Number of Edge Types : 5
Tweet : 3699
Retweet : 2697
MentionsInRetweet : 3280
Replies to : 773
Mentions : 2529
Self-Loops : 3912
Reciprocated Vertex Pair Ratio : 0.0186786579038395
Reciprocated Edge Ratio : 0.0366723259762309
Connected Components : 2105
Single-Vertex Connected Components : 1248
Maximum Vertices in a Connected Component : 1063
Maximum Edges in a Connected Component : 4153
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.348208
Graph Density : 0.000161906630068255
Modularity : 0.499051
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,032 Twitter users whose tweets in the requested range contained "marketing research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 29 October 2021 at 09:47 UTC.
The requested start date was Friday, 29 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 8-day, 10-hour, 17-minute period from Wednesday, 20 October 2021 at 08:30 UTC to Thursday, 28 October 2021 at 18:47 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 : GraphServerTwitterSearch
Graph Term : marketing research
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:
[754] research,paper [625] essay,due [433] marketing,research [413] #essay,due [399] #online,class [372] due,assignment [349] #calculus,#statistics [348] nursing,essay [336] #research,paper [336] don,need Top Word Pairs in Tweet in G1:
[362] research,paper [292] essay,due [185] case,study [169] marketing,research [163] research,marketing [151] online,class [151] calculus,statistics [149] due,assignment [147] assignment,online [144] nursing,essay Top Word Pairs in Tweet in G2:
[334] don,need [333] need,spend [331] marketing,harder [331] harder,wanna [331] wanna,quickly [331] quickly,figure [331] figure,works [331] works,buyers [331] buyers,don [331] spend,100s Top Word Pairs in Tweet in G3:
[222] #online,class [168] #accounts,#finance [168] #finance,#stats [160] #stats,#english [152] #english,#essays [152] #essay,due [146] #maths,#accounts [139] #essays,#research [131] #research,papers [115] due,#assignment Top Word Pairs in Tweet in G4:
[280] research,paper [244] essay,due [222] research,future [222] future,scope [176] connect,free [168] due,assignment [165] digital,marketing [163] #calculus,#statistics [150] hackveda,research [149] #algebra,#calculus Top Word Pairs in Tweet in G5:
[93] based,research [92] research,defi [92] defi,launch [92] launch,projects [92] projects,provided [92] provided,full [92] full,assistance [85] assistance,knowledge [84] knowledge,ranging [84] ranging,tokenomics Top Word Pairs in Tweet in G6:
[12] tama_chan_z,jun_biz001 [12] jun_biz001,shiritai7raimu [12] shiritai7raimu,yuji_marketing [12] chiepi_research,nontan_webmarke [12] msyn738,shogowayofbeing [12] shogowayofbeing,fire_turumaru [12] fire_turumaru,cmcgcm1 [12] cmcgcm1,toto_home_study [11] shikahelmaru,yactiveman [11] yactiveman,kazu_de_sara Top Word Pairs in Tweet in G7:
[69] content,marketing [38] b2b,content [25] 10,actionable [24] marketing,insights [18] actionable,b2b [18] insights,research [13] #b2b,#contentmarketing [11] keyword,research [10] marketing,research [10] research,#b2b Top Word Pairs in Tweet in G8:
[50] list,things [49] #scamalert,#xrpcommunity [49] #xrpcommunity,updated [49] updated,list [49] list,scam [49] scam,alert [49] alert,list [49] things,research [49] research,before [49] before,consider Top Word Pairs in Tweet in G9:
[15] marketing,track [15] track,2022 [15] 2022,read [15] read,assess [15] assess,hot [15] hot,presses [15] presses,research [15] research,talkwalker [15] talkwalker,hubspot [13] marketing,automation Top Word Pairs in Tweet in G10:
[8] valkyrae,rflct_skin [5] blue,light [3] oiiilad,valkyrae [3] stormtales1,sonanomander [3] sonanomander,valkyrae [3] rflct_skin,marketing [3] marketing,mil [3] mil,audience [3] audience,wouldn [2] jaquis1116,oiiilad 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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