The graph represents a network of 5,178 Twitter users whose recent tweets contained "#DataAnalytics", 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 Friday, 08 May 2020 at 12:35 UTC.
The tweets in the network were tweeted over the 8-day, 16-hour, 38-minute period from Wednesday, 29 April 2020 at 19:26 UTC to Friday, 08 May 2020 at 12:05 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 : 5178
Unique Edges : 14458
Edges With Duplicates : 10513
Total Edges : 24971
Number of Edge Types : 5
Tweet : 2019
Retweet : 7144
MentionsInRetweet : 13212
Mentions : 2493
Replies to : 103
Self-Loops : 2242
Reciprocated Vertex Pair Ratio : 0.018058690744921
Reciprocated Edge Ratio : 0.0354767184035477
Connected Components : 924
Single-Vertex Connected Components : 533
Maximum Vertices in a Connected Component : 3304
Maximum Edges in a Connected Component : 22473
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.831929
Graph Density : 0.000605673861412599
Modularity : 0.410795
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 5,178 Twitter users whose recent tweets contained "#DataAnalytics", 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 Friday, 08 May 2020 at 12:35 UTC.
The tweets in the network were tweeted over the 8-day, 16-hour, 38-minute period from Wednesday, 29 April 2020 at 19:26 UTC to Friday, 08 May 2020 at 12:05 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 : #DataAnalytics
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:
[7882] gt,gt [1180] mikequindazzi,gt [1180] #bigdata,#dataanalytics [863] #datascience,#dataanalytics [643] gt,#ai [580] #pwc,mikequindazzi [567] #machinelearning,#deeplearning [540] #ai,#iot [513] #dataanalytics,#datascience [473] data,analytics Top Word Pairs in Tweet in G1:
[3395] gt,gt [522] mikequindazzi,gt [447] #bigdata,#dataanalytics [360] #pwc,mikequindazzi [316] #ai,#iot [234] gt,#ai [205] #ai,#machinelearning [200] #data,#dataanalytics [199] #datascience,#dataanalytics [182] #tech,#technology Top Word Pairs in Tweet in G2:
[4223] gt,gt [627] mikequindazzi,gt [453] #bigdata,#dataanalytics [385] gt,#ai [349] #machinelearning,#deeplearning [251] #defstar5,#machinelearning [241] #ar,#vr [237] #ai,#ar [233] #robotics,#drones [232] #vr,#iot Top Word Pairs in Tweet in G3:
[57] data,analytics [43] #datascience,#dataanalytics [40] #dataanalytics,#datascience [27] #tdvantage,#enterpriseanalytice [27] #enterpriseanalytice,#dataanalytics [26] teradata,provides [26] provides,lowest [26] lowest,cost [26] cost,query [26] query,enterprise Top Word Pairs in Tweet in G4:
[115] gt,gt [60] #bigdata,#dataanalytics [52] #dataanalytics,#ai [48] #simplilearnpartner,simplilearn [44] webinar,self [44] self,isolation [44] isolation,affects [44] work,ronald_vanloon [44] #covid19,#dataanalytics [43] cc,kirkdborne Top Word Pairs in Tweet in G5:
[142] #datascience,#dataanalytics [79] machine,learning [70] #dataanalytics,#machinelearning [39] #ai,#machinelearning [37] #dataanalytics,#datascience [36] #machinelearning,#dataanalytics [34] data,analytics [34] data,science [31] #machinelearning,#deeplearning [30] gt,gt Top Word Pairs in Tweet in G6:
[157] connected,devices [157] devices,growing [157] growing,exponentially [157] exponentially,#iot [157] #iot,#dataanalytics [157] #dataanalytics,provide [157] provide,enterprises [157] enterprises,massive [157] massive,advantages [157] advantages,terms Top Word Pairs in Tweet in G7:
[78] #r,#rstats [77] #dataanalytics,#datavisualization [74] #statistics,#dataanalytics [65] #gis,#datascience [65] #datascience,#spatial [65] #spatial,#statistics [62] #rstats,#programming [55] libros,gratis [55] gratis,gis [55] gis,análisis Top Word Pairs in Tweet in G8:
[68] data,science [61] #datascience,#dataanalytics [47] #bigdata,#dataanalytics [33] covid,19 [31] #padris,#research [31] #research,#innovation [31] #innovation,#datascience [31] #covid19,#healthcare [28] #recerca,#covid19 [26] #dataanalytics,#bigdata Top Word Pairs in Tweet in G9:
[49] #analytics,#dataanalytics [48] #data,#analytics [30] gt,gt [21] #dataanalytics,#bigdata [15] #bigdata,#dataanalytics [13] covid,19 [12] training,workforce [12] driven,decision [12] decision,making [12] data,analytics Top Word Pairs in Tweet in G10:
[40] join,npc_india_gov [40] npc_india_gov,#webinar [40] #webinar,power [40] power,#dataanalytics [40] #dataanalytics,#datascience [40] #datascience,help [40] help,businesses [40] businesses,increase [40] increase,revenues [40] revenues,improve Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G9:
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 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: