The graph represents a network of 2,444 Twitter users whose tweets in the requested range contained "#analytics", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 19 December 2019 at 22:43 UTC.
The requested start date was Wednesday, 18 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 20-hour, 1-minute period from Monday, 16 December 2019 at 05:00 UTC to Wednesday, 18 December 2019 at 01:01 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 : 2444
Unique Edges : 4067
Edges With Duplicates : 3496
Total Edges : 7563
Number of Edge Types : 3
Mentions : 6271
Tweet : 1263
Replies to : 29
Self-Loops : 1263
Reciprocated Vertex Pair Ratio : 0.0119549929676512
Reciprocated Edge Ratio : 0.0236275191104934
Connected Components : 451
Single-Vertex Connected Components : 263
Maximum Vertices in a Connected Component : 1598
Maximum Edges in a Connected Component : 6548
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.365531
Graph Density : 0.000723031769181864
Modularity : 0.467483
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 2,444 Twitter users whose tweets in the requested range contained "#analytics", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 19 December 2019 at 22:43 UTC.
The requested start date was Wednesday, 18 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 20-hour, 1-minute period from Monday, 16 December 2019 at 05:00 UTC to Wednesday, 18 December 2019 at 01:01 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 : #analytics
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:
[1732] #bigdata,#analytics [888] #analytics,#datascience [754] #datascience,#ai [620] #ai,#machinelearning [507] #iot,#iiot [429] #infographic,mikequindazzi [422] #analytics,#defstar5 [421] mikequindazzi,#bigdata [399] machine,learning [353] #iiot,#pytorch Top Word Pairs in Tweet in G1:
[210] #bigdata,#analytics [89] #analytics,#datascience [79] #ai,#machinelearning [70] #datascience,#ai [50] #iot,#iiot [46] #ai,#ml [40] #ai,#bigdata [39] #analytics,#bigdata [39] read,more [34] #iiot,#pytorch Top Word Pairs in Tweet in G2:
[893] #bigdata,#analytics [698] #analytics,#datascience [616] #datascience,#ai [490] #ai,#machinelearning [410] #iot,#iiot [287] #iiot,#pytorch [232] #pytorch,#python [221] #machinelearning,#iot [169] #datascience,#iot [166] #python,#rstats Top Word Pairs in Tweet in G3:
[559] #bigdata,#analytics [403] #infographic,mikequindazzi [396] #analytics,#defstar5 [395] mikequindazzi,#bigdata [244] machine,learning [231] learning,beginners [231] beginners,#infographic [229] driving,success [229] success,#dataanalytics [229] #dataanalytics,enterprise Top Word Pairs in Tweet in G4:
[29] #data,#analytics [21] #ai,#analytics [16] #ml,#ai [16] #analytics,#automation [11] learn,more [11] top,15 [9] #bigdata,#analytics [9] #business,#intelligence [8] read,more [8] #analytics,#data Top Word Pairs in Tweet in G5:
[38] #asia,#pacific [38] #pacific,#news [37] #news,#analytics [36] #analytics,#panpacificagency [32] #bigdata,#analytics [26] #ai,#bigdata [19] #artificialintelligence,#iot [19] melbourne,transport [19] transport,road [19] road,traffic Top Word Pairs in Tweet in G6:
[8] #crm,#contactcenter [8] #contactcenter,#advertising [8] #advertising,#sms [8] #ai,#analytics [7] #sms,#mms [7] #mms,#ai [6] callminer,gets [6] gets,75m [6] 75m,goldman [6] goldman,sachs Top Word Pairs in Tweet in G7:
[5] #analytics,#cloud [5] challenging,thoughts [5] thoughts,salesforce [5] salesforce,customer [5] customer,360 [5] 360,truth [5] truth,following [5] following,dreamforce [5] dreamforce,truth [5] truth,salesforce Top Word Pairs in Tweet in G8:
[5] accept,failure [5] failure,accept [5] accept,trying [5] trying,mj [5] mj,#dataviz [5] #dataviz,gives [5] gives,quick [5] quick,overview [5] overview,#nba [5] #nba,teams Top Word Pairs in Tweet in G9:
[8] very,short [8] short,story [8] story,#internetofthings [8] #internetofthings,compelling [8] compelling,#infographic [8] #infographic,ingliguori [8] ingliguori,pratititech [8] pratititech,shows [8] shows,brief [8] brief,#iot Top Word Pairs in Tweet in G10:
[55] #digital,#marketing [54] #marketing,#analytics [54] #analytics,#alexavery [11] discover,more [11] more,right [11] right,high [11] high,quality [11] quality,leads [11] leads,lower [11] lower,acquisition Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G6:
Top Replied-To in G8:
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: