The graph represents a network of 3,070 Twitter users whose tweets in the requested range contained "ibm watson", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 05 April 2020 at 06:25 UTC.
The requested start date was Sunday, 05 April 2020 at 00:01 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 13-day, 8-hour, 15-minute period from Sunday, 22 March 2020 at 00:41 UTC to Saturday, 04 April 2020 at 08:56 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 : 3070
Unique Edges : 3491
Edges With Duplicates : 1089
Total Edges : 4580
Number of Edge Types : 4
MentionsInRetweet : 2409
Replies to : 213
Mentions : 849
Tweet : 1109
Self-Loops : 1109
Reciprocated Vertex Pair Ratio : 0.0114453891432309
Reciprocated Edge Ratio : 0.0226317491108956
Connected Components : 718
Single-Vertex Connected Components : 499
Maximum Vertices in a Connected Component : 1722
Maximum Edges in a Connected Component : 3151
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 5.028027
Graph Density : 0.000328280174870487
Modularity : 0.659077
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 3,070 Twitter users whose tweets in the requested range contained "ibm watson", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 05 April 2020 at 06:25 UTC.
The requested start date was Sunday, 05 April 2020 at 00:01 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 13-day, 8-hour, 15-minute period from Sunday, 22 March 2020 at 00:41 UTC to Saturday, 04 April 2020 at 08:56 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 : ibm watson
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:
[932] ibm,watson [663] watson,assistant [570] assistant,citizens [489] covid,19 [271] learn,more [221] 19,questions [185] thomas,watson [182] access,evidence [182] evidence,based [173] clinicians,individuals Top Word Pairs in Tweet in G1:
[199] ibm,watson [124] watson,assistant [120] covid,19 [117] assistant,citizens [92] î,î [46] offers,watson [45] ibm,offers [43] 19,questions [39] citizens,provide [38] provide,responses Top Word Pairs in Tweet in G2:
[168] watson,assistant [164] learn,more [152] ibm,watson [148] assistant,citizens [129] access,evidence [129] evidence,based [129] clinicians,individuals [111] ibm,offering [111] offering,access [111] based,insights Top Word Pairs in Tweet in G3:
[92] assistant,citizens [75] watson,assistant [47] world,changing [47] changing,minute [47] minute,know [47] know,lot [47] lot,questions [47] questions,information [47] information,around [47] around,global Top Word Pairs in Tweet in G4:
[115] watson,assistant [108] assistant,citizens [67] covid,19 [60] 19,questions [54] government,agencies [53] ibm,offers [53] offers,watson [53] citizens,provide [53] provide,responses [53] responses,covid Top Word Pairs in Tweet in G5:
[128] thomas,watson [127] during,great [127] great,depression [127] depression,ibmâ [127] ibmâ,thomas [127] watson,against [127] against,layoffs [127] layoffs,œconditions [127] œconditions,country [127] country,going Top Word Pairs in Tweet in G6:
[52] virtual,assistant [32] covid,19 [32] designed,virtual [32] assistant,pre [32] pre,loaded [32] loaded,understand [32] understand,respond [32] respond,common [32] common,questions [18] questions,#covid19 Top Word Pairs in Tweet in G7:
[55] ibm,watson [44] #machinelearning,#ad [40] watson,assistant [24] watson,#machinelearning [24] use,watson [22] watson,artificial [22] artificial,intelligence [22] intelligence,cognitive [22] cognitive,computing [22] computing,#machinelearning Top Word Pairs in Tweet in G8:
[58] ibm,watson [28] watson,center [27] center,munich [16] watson,assistant [13] covid,19 [13] munich,hilft [13] hilft,#virtuell [13] #virtuell,ihrer [13] ihrer,digitalen [13] digitalen,transformation Top Word Pairs in Tweet in G9:
[30] met,disposition [24] covid,19 [23] comment,travailler [23] travailler,distance [23] distance,maintenir [23] maintenir,relation [23] relation,clients [23] clients,partenaires [23] partenaires,#ibm [23] #ibm,met Top Word Pairs in Tweet in G10:
[3] grabaroot,crkittle [3] crkittle,whthfk1 [3] whthfk1,showtimega [3] showtimega,smackyeti [3] smackyeti,mommydean74 [3] mommydean74,me2189251618 [3] me2189251618,rickeyb11595096 [3] rickeyb11595096,terryatthebeach [2] federalistno78,grabaroot [2] terryatthebeach,theaâ Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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