The graph represents a network of 2,764 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 Wednesday, 12 February 2020 at 22:42 UTC.
The requested start date was Wednesday, 12 February 2020 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, 16-hour, 14-minute period from Monday, 10 February 2020 at 08:46 UTC to Wednesday, 12 February 2020 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 : 2764
Unique Edges : 4356
Edges With Duplicates : 3390
Total Edges : 7746
Number of Edge Types : 4
Mentions : 1231
MentionsInRetweet : 5151
Tweet : 1331
Replies to : 33
Self-Loops : 1331
Reciprocated Vertex Pair Ratio : 0.018580702932617
Reciprocated Edge Ratio : 0.0364835164835165
Connected Components : 576
Single-Vertex Connected Components : 285
Maximum Vertices in a Connected Component : 1616
Maximum Edges in a Connected Component : 6407
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.195552
Graph Density : 0.000595788989609964
Modularity : 0.491052
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 2,764 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 Wednesday, 12 February 2020 at 22:42 UTC.
The requested start date was Wednesday, 12 February 2020 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, 16-hour, 14-minute period from Monday, 10 February 2020 at 08:46 UTC to Wednesday, 12 February 2020 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:
[1069] #bigdata,#analytics [738] #analytics,#datascience [523] #datascience,#ai [454] #iot,#iiot [402] #ai,#machinelearning [347] #iiot,#pytorch [248] ryanglass4real,#entreprenuer [241] #ai,#iot [219] #machinelearning,#iot [216] #iot,#analytics Top Word Pairs in Tweet in G1:
[393] #bigdata,#analytics [234] #analytics,#datascience [165] #datascience,#ai [147] #bigdata,#datascience [139] #ai,#machinelearning [130] #iot,#iiot [100] #iiot,#pytorch [96] #analytics,#ai [88] #analytics,#aa [75] #datascience,#analytics Top Word Pairs in Tweet in G2:
[34] #data,#analytics [29] #ai,#analytics [26] #ml,#ai [24] #analytics,#automation [24] #automation,twitter [13] #bigdata,#analytics [13] #analytics,#data [9] data,analytics [9] #analytics,#dataanalytics [9] #ai,#ml Top Word Pairs in Tweet in G3:
[498] #bigdata,#analytics [436] #analytics,#datascience [317] #datascience,#ai [287] #iot,#iiot [240] ryanglass4real,#entreprenuer [229] #ai,#machinelearning [227] #iiot,#pytorch [154] #startup,#growthhacking [148] #machinelearning,#iot [144] #ai,#iot Top Word Pairs in Tweet in G4:
[86] #bigdata,#analytics [57] data,storage [57] storage,getting [57] getting,smaller [57] smaller,smaller [57] smaller,limit [53] mvollmer1,data [46] haroldsinnott,jblefevre60 [45] paula_piccard,haroldsinnott [45] jblefevre60,alvinfoo Top Word Pairs in Tweet in G5:
[116] #analytics,#googleads [116] #googleads,#facebookads [18] #bigdata,#analytics [14] #iot,#iiot [13] top,10 [13] 10,internet [13] internet,things [13] things,trends [13] trends,rule [13] rule,2020 Top Word Pairs in Tweet in G6:
[14] #data,#analytics [12] oracle,analytics [12] oracle,enterprise [12] enterprise,manager [12] manager,provides [12] provides,enhancements [12] enhancements,key [12] key,areas [12] areas,help [12] help,enterprises Top Word Pairs in Tweet in G7:
[22] artificial,intelligence [15] data,science [13] #ai,#analytics [11] intelligence,trends [10] #data,#analytics [10] machine,learning [9] ai,data [8] 2020,artificial [8] intelligence,#ai [8] #analytics,pros Top Word Pairs in Tweet in G8:
[16] microstrategy,microstrategy [15] free,form [13] #microstrategy2020,arrived [13] arrived,free [13] form,dossier [13] dossier,#dataviz [13] #dataviz,capabilities [13] capabilities,survey [13] survey,integration [13] integration,federated Top Word Pairs in Tweet in G9:
[5] ciscocollab,analyst [5] analyst,summit [5] according,forrester [5] forrester,ibm [5] ibm,planning [5] planning,#analytics [4] q4,2019 [4] #data,#analytics [4] #ai,#analytics [4] #artificialintelligence,#ai Top Word Pairs in Tweet in G10:
[19] people,spend [19] spend,time [19] time,throughout [19] throughout,day [19] day,great [19] great,#dataviz [19] #dataviz,show [19] show,colored [19] colored,dots [19] dots,#datascience Top Replied-To in Entire Graph:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
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: