The graph represents a network of 221 Twitter users whose recent tweets contained "watson assistant", 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 Saturday, 20 April 2019 at 11:44 UTC.
The tweets in the network were tweeted over the 9-day, 14-hour, 43-minute period from Wednesday, 10 April 2019 at 20:31 UTC to Saturday, 20 April 2019 at 11:15 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 : 221
Unique Edges : 232
Edges With Duplicates : 68
Total Edges : 300
Number of Edge Types : 4
Retweet : 111
Tweet : 83
Mentions : 86
Replies to : 20
Self-Loops : 85
Reciprocated Vertex Pair Ratio : 0.0205128205128205
Reciprocated Edge Ratio : 0.0402010050251256
Connected Components : 72
Single-Vertex Connected Components : 28
Maximum Vertices in a Connected Component : 52
Maximum Edges in a Connected Component : 108
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.929654
Graph Density : 0.00409296585767174
Modularity : 0.66045
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[96] watson,assistant [30] learn,more [27] ibm,watson [26] virtual,assistant [26] autocorrection,available [26] available,now [26] now,watson [26] assistant,customers [26] customers,learn [26] more,update Top Word Pairs in Tweet in G1:
[31] watson,assistant [24] autocorrection,available [24] available,now [24] now,watson [24] assistant,customers [24] customers,learn [24] learn,more [24] more,update [21] first,institution [21] institution,train Top Word Pairs in Tweet in G2:
[9] watson,assistant [4] ibm,watson [4] ni,watson [3] ahnouncing,adaptive [3] adaptive,psell [3] psell,chekc [3] chekc,ni [2] alexander,graham [2] graham,bell [2] virtual,assistant Top Word Pairs in Tweet in G3:
[16] winners,#ibm's [16] #ibm's,5k [16] 5k,prize [16] prize,#atthack [16] #atthack,use [16] use,ibm [16] ibm,cloud [16] cloud,watson [16] watson,services [16] services,avatarrescue Top Word Pairs in Tweet in G4:
[6] use,#watson [6] #watson,services [6] services,#ibmcloud [6] #ibmcloud,build [6] build,chatbot [6] chatbot,backend [6] backend,personal [6] personal,assistant [5] meet,cesar [5] cesar,rosa Top Word Pairs in Tweet in G5:
[2] cycreekhs,lucky [2] lucky,amazing [2] amazing,assistant [2] assistant,principals [2] principals,whatever [2] whatever,takes [2] takes,cougars [2] cougars,#cfisdspirit [2] #cfisdspirit,ahhcc [2] ahhcc,happy Top Word Pairs in Tweet in G6:
[2] happy,ap [2] ap,s [2] s,week [2] week,shout [2] shout,out [2] out,mrs [2] mrs,terriyaka [2] terriyaka,watson [2] watson,assistant [2] assistant,principal Top Word Pairs in Tweet in G7:
[16] assistant,coach [8] women's,national [8] national,team [8] team,staff [8] 2019,home [8] home,nations [8] l,r [8] robert,watson [8] watson,assistant [8] niamh,russell Top Word Pairs in Tweet in G8:
[4] 水曜ワトソンカフェ,4 [4] 4,24 [4] 24,水 [4] 水,開催 [4] 開催,今回は [4] 今回は,3年間の現場のチャットボットとwatson [4] 3年間の現場のチャットボットとwatson,assistantについて [4] assistantについて,アイアクトcto西原中也氏からお話いただきます [4] アイアクトcto西原中也氏からお話いただきます,watsonのリアルについて学びたい方は是非ご参加ください [4] watsonのリアルについて学びたい方は是非ご参加ください,#bmxug Top Word Pairs in Tweet in G9:
[4] 25,dale [4] dale,watson [4] watson,appointed [4] appointed,fbi [4] fbi,headquarters [4] headquarters,assistant [4] assistant,december [4] december,6 [4] 6,1999 [4] 1999,attorney Top Word Pairs in Tweet in G10:
[11] watson,assistant [4] wow,watson [3] assistant,facebook [2] facebook,chatfuel [2] chatfuel,victorshinya [2] tutorial,youtube [2] build,dialog [2] dialog,chatbot [2] chatbot,watson [2] assistant,youtube Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G5:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G5:
Top Mentioned in G6:
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: