The graph represents a network of 2,830 Twitter users whose tweets in the requested range contained "datamining", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 19 December 2022 at 07:48 UTC.
The requested start date was Monday, 19 December 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 13-day, 23-hour, 50-minute period from Monday, 05 December 2022 at 01:08 UTC to Monday, 19 December 2022 at 00:59 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 : 2830
Unique Edges : 1535
Edges With Duplicates : 8714
Total Edges : 10249
Number of Edge Types : 5
Retweet : 3676
MentionsInRetweet : 4362
Tweet : 1439
Replies to : 249
Mentions : 523
Self-Loops : 1636
Reciprocated Vertex Pair Ratio : 0.014336917562724
Reciprocated Edge Ratio : 0.0282685512367491
Connected Components : 478
Single-Vertex Connected Components : 232
Maximum Vertices in a Connected Component : 1611
Maximum Edges in a Connected Component : 8433
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.399488
Graph Density : 0.000424178154825026
Modularity : 0.304084
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,830 Twitter users whose tweets in the requested range contained "datamining", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 19 December 2022 at 07:48 UTC.
The requested start date was Monday, 19 December 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 13-day, 23-hour, 50-minute period from Monday, 05 December 2022 at 01:08 UTC to Monday, 19 December 2022 at 00:59 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 : datamining
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:
[1281] ø,ø [998] ù,ø [902] ø,ù [585] #ai,#python [479] ù,ù [467] #analytics,#bigdata [443] #bigdata,#ai [423] #analytics,#machinelearning [409] #dataviz,#stats [388] tus,datos Top Word Pairs in Tweet in G1:
[338] tus,datos [328] #dataviz,#stats [209] rosanaferrero,quieres [160] #stats,#analytics [135] #rstats,#python [128] elige,mejor [128] barras,líneas [128] adecuado,barras [128] líneas,cajas [128] quieres,tus Top Word Pairs in Tweet in G2:
[326] #ai,#python [214] #machinelearning,#ai [210] #analytics,#machinelearning [210] #analytics,#bigdata [200] #bigdata,#ai [160] #python,#reactjs [140] #python,#machinelearning [137] #iot,#ml [135] #reactjs,#iot [131] wrangling,pandas Top Word Pairs in Tweet in G3:
[182] discord,datamining [91] datamining,comment [91] datamining,discord [91] comment,commit [54] ø,ø [44] ù,ø [40] ø,ù [39] diff,# [39] strings,diff [39] ##,strings Top Word Pairs in Tweet in G4:
[237] #ai,#python [219] #analytics,#bigdata [209] #bigdata,#ai [150] #python,#machinelearning [115] #machinelearning,#serverless [111] #serverless,#tensorflow [107] #machinelearning,#ai [107] #analytics,#machinelearning [65] #machinelearning,#iot [64] #serverless,#flutter Top Word Pairs in Tweet in G5:
[429] ø,ø [301] ù,ø [272] #scraping,#datamining [271] #bulk,#data [265] ø,ù [240] #selling,#bulk [214] #socialmedia,#scraping [203] cursortek,#selling [201] 3k,plus [184] #emailslist,#socialmedia Top Word Pairs in Tweet in G6:
[42] #bigdata,#datascience [36] #ai,#machinelearning [35] #machinelearning,#datajobs [33] #datajobs,#jobsearch [32] #jobsearch,#mljobs [32] #datascience,#aijobs [32] #aijobs,#hiringnow [32] #mljobs,#bigdata [21] #analytics,#bigdata [19] #bigdata,#ai Top Word Pairs in Tweet in G7:
[60] kart_tour,datamining [45] present,waluigi [45] more,proof [45] proof,present [45] waluigi,stadium [45] seems,more [45] system,seems [45] 3's,file [45] file,system [45] stadium,swapped Top Word Pairs in Tweet in G8:
[657] ø,ø [567] ù,ø [526] ø,ù [256] ù,ù [62] ø,ùšø [56] ø,øªø [47] ùšù,ø [45] ø,ùƒø [41] øªø,ø [40] الصغيرة,و Top Word Pairs in Tweet in G9:
[3] adamjschmidt,shellenbergermd [2] surprise,itâ [2] elonmusk,mean [2] rbreich,liar [2] ccp,datamining [2] social,engineering [2] tedlieu,mtaibbi [2] itâ,part [2] ozraeliavi,sadlyâ [2] part,parcel Top Word Pairs in Tweet in G10:
[48] 10,ptr [47] patch,10 [43] continued,datamining [43] kid,pet [43] ripe,adoption [43] found,ogre [43] ptr,we've [43] datamining,#dragonflight [43] we've,found [43] ogre,kid Top Replied-To in Entire Graph:
Top Replied-To in G5:
Top Replied-To in G6:
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: