The graph represents a network of 5,694 Twitter users whose tweets in the requested range contained "chatbot", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 25 September 2020 at 12:41 UTC.
The requested start date was Friday, 25 September 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 4-day, 12-hour, 24-minute period from Sunday, 20 September 2020 at 11:35 UTC to Friday, 25 September 2020 at 00:00 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 : 5694
Unique Edges : 3971
Edges With Duplicates : 8662
Total Edges : 12633
Number of Edge Types : 5
Tweet : 2747
Retweet : 3391
MentionsInRetweet : 4237
Mentions : 1185
Replies to : 1073
Self-Loops : 2880
Reciprocated Vertex Pair Ratio : 0.0217548948513416
Reciprocated Edge Ratio : 0.042583392476934
Connected Components : 1746
Single-Vertex Connected Components : 1035
Maximum Vertices in a Connected Component : 1555
Maximum Edges in a Connected Component : 6505
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.030325
Graph Density : 0.000173865069230442
Modularity : 0.46568
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 5,694 Twitter users whose tweets in the requested range contained "chatbot", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 25 September 2020 at 12:41 UTC.
The requested start date was Friday, 25 September 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 4-day, 12-hour, 24-minute period from Sunday, 20 September 2020 at 11:35 UTC to Friday, 25 September 2020 at 00:00 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 : chatbot
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:
[311] #chatbot,#chatbots [264] #ai,#machinelearning [244] #bigdata,#analytics [244] #analytics,#datascience [244] #datascience,#ai [244] #machinelearning,#nlproc [244] #iiot,#pytorch [244] #pytorch,#python [244] #python,#rstats [217] need,know Top Word Pairs in Tweet in G1:
[88] iphone,12 [83] chatbot,commerce [76] build,chatbot [61] apple,chatbot [60] scam,pretends [60] pretends,apple [58] don,fall [57] chatbot,don [46] 12,scam [40] free,apple Top Word Pairs in Tweet in G2:
[257] #ai,#machinelearning [241] #bigdata,#analytics [241] #analytics,#datascience [241] #datascience,#ai [241] #machinelearning,#nlproc [241] #iiot,#pytorch [241] #pytorch,#python [241] #python,#rstats [200] need,know [198] everything,need Top Word Pairs in Tweet in G3:
[186] #chatbot,#chatbots [89] #chatbots,#chatbot [41] #chatbot,#ui [34] #chatbot,medium [32] iphone,12 [30] customer,experience [27] covid,19 [27] article,#chatbot [27] landscape,customer [26] experience,completely Top Word Pairs in Tweet in G4:
[141] hi,regret [141] regret,inconvenience [109] inconvenience,caused [94] dm,contact [92] contact,details [86] regards,ipal [86] ipal,chatbot [81] details,clicking [80] clicking,link [76] please,dm Top Word Pairs in Tweet in G5:
[124] hi,resistbot [124] resistbot,chatbot [124] chatbot,use [124] use,hold [124] hold,officials [124] officials,accountable [124] accountable,both [124] both,inboxes [123] resistbot,hi [123] inboxes,ballo Top Word Pairs in Tweet in G6:
[93] here's,#whatsapp [93] #whatsapp,#chatbot [93] #chatbot,taking [93] taking,care [93] care,faqs [93] faqs,#retailer [93] #retailer,flamingo's [93] flamingo's,agents [93] agents,giving [93] giving,time Top Word Pairs in Tweet in G7:
[44] believe,business [43] business,invest [42] chatbot,technology [41] invest,chatbot [23] technology,don [23] interesting,believe [17] don,see [17] see,customers [17] customers,departing [17] departing,competition Top Word Pairs in Tweet in G8:
[24] fact,checking [20] whatsapp,chatbot [20] 10,fact [20] checking,organizations [20] awesome,business [20] business,invest [20] invest,chatbot [20] chatbot,technology [20] technology,don [20] 84,smbs Top Word Pairs in Tweet in G9:
[22] adoption,intelligent [20] interesting,deep [20] deep,dive [20] dive,adoption [20] intelligent,automation [20] automation,blend [20] blend,technologies [20] technologies,including [20] including,rpa [20] rpa,pragmatic Top Word Pairs in Tweet in G10:
[57] joe,biden [55] glennkesslerwp,joe [51] biden,using [51] using,teleprompter [51] teleprompter,interview [51] interview,#chatbot [18] three,trump [18] trump,ads [18] ads,spanish [18] spanish,many 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 G7:
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: