The graph represents a network of 4,157 Twitter users whose tweets in the requested range contained "(Artificial Intelligence) OR #AI", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 09 July 2020 at 04:33 UTC.
The requested start date was Thursday, 09 July 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 1-day, 1-hour, 30-minute period from Tuesday, 07 July 2020 at 04:19 UTC to Wednesday, 08 July 2020 at 05:49 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 : 4157
Unique Edges : 4421
Edges With Duplicates : 10305
Total Edges : 14726
Number of Edge Types : 5
Retweet : 3991
MentionsInRetweet : 5924
Tweet : 1188
Replies to : 65
Mentions : 3558
Self-Loops : 1270
Reciprocated Vertex Pair Ratio : 0.0223189219539584
Reciprocated Edge Ratio : 0.0436633255526569
Connected Components : 621
Single-Vertex Connected Components : 295
Maximum Vertices in a Connected Component : 2584
Maximum Edges in a Connected Component : 12377
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.417536
Graph Density : 0.000421555487074575
Modularity : 0.401088
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 4,157 Twitter users whose tweets in the requested range contained "(Artificial Intelligence) OR #AI", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 09 July 2020 at 04:33 UTC.
The requested start date was Thursday, 09 July 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 1-day, 1-hour, 30-minute period from Tuesday, 07 July 2020 at 04:19 UTC to Wednesday, 08 July 2020 at 05:49 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 : (Artificial Intelligence) OR #AI
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:
[742] artificial,intelligence [527] #ai,#machinelearning [302] #datascience,#ai [272] #bigdata,#analytics [267] #iot,#iiot [244] #analytics,#datascience [235] machine,learning [209] #bigdata,#datascience [205] #fintech,companies [204] #machinelearning,#iot Top Word Pairs in Tweet in G1:
[140] #ai,#machinelearning [85] #ai,#artificialintelligence [61] #ai,#iot [55] #machinelearning,#robotics [54] artificial,intelligence [51] spirosmargaris,haroldsinnott [42] #machinelearning,#deeplearning [38] #artificialintelligence,#machinelearning [32] #fintech,#insurtech [27] #robotics,#ai Top Word Pairs in Tweet in G2:
[309] #ai,#machinelearning [265] #datascience,#ai [258] #bigdata,#analytics [252] #iot,#iiot [225] #analytics,#datascience [198] #bigdata,#datascience [191] #machinelearning,#iot [119] #python,#rstats [116] artificial,intelligence [101] machine,learning Top Word Pairs in Tweet in G3:
[118] artificial,intelligence [20] #ai,#人工知能 [10] #人工知能,2020年07月08日 [9] covid,19 [8] #ai,#ml [7] intelligence,ai [7] ask,artificial [7] intelligence,good [7] good,fair [7] fair,ask Top Word Pairs in Tweet in G4:
[50] artificial,intelligence [21] western,universities [21] universities,make [21] make,pay [21] pay,money [21] money,learn [21] learn,normal [21] normal,older [21] older,man [21] man,feeling Top Word Pairs in Tweet in G5:
[34] artificial,intelligence [23] machine,learning [20] #ai,#ml [14] #technology,#technews [14] #technews,#ai [13] #ml,#rpa [12] #ai,#iot [12] #machinelearning,#ai [12] #rpa,#iot [10] #ai,#artificialintelligence Top Word Pairs in Tweet in G6:
[197] #fintech,companies [128] #ai,powered [122] stpiindia,#ai [121] powered,solutions [121] solutions,enable [121] enable,#fintech [121] companies,detect [121] detect,fraudulent [121] fraudulent,activities [121] activities,conform Top Word Pairs in Tweet in G7:
[90] cents,offers [90] offers,lowest [90] lowest,cost [90] cost,globally [90] globally,1gb [90] 1gb,data [90] data,compare [90] compare,developed [90] developed,nations [90] nations,uk Top Word Pairs in Tweet in G8:
[9] machine,learning [7] business,strike [7] strike,balance [7] balance,#ai [7] #ai,emotional [7] emotional,intelligence [6] #deeplearning,#keras [5] learning,test [5] test,improve [5] improve,kidney Top Word Pairs in Tweet in G9:
[46] artificial,intelligence [35] machine,learning [11] #ai,#machinelearning [11] intelligence,ai [10] #ai,#ml [10] #ml,#futurism [10] #futurism,#intelligencefactory [10] #intelligencefactory,#digitaltransformation [10] #digitaltransformation,#dx [9] image,segmentation Top Word Pairs in Tweet in G10:
[58] #ai,#egirls [58] #egirls,girls [58] girls,#家入レオ [58] #石川さゆり,feat [58] feat,#kreva [58] #kreva,#miyavi [58] #miyavi,#akb48 [58] #akb48,#エレファントカシマシ [58] #エレファントカシマシ,#倉木麻衣 [50] #倉木麻衣,#郷ひろみ Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G8:
Top Replied-To in G9:
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:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: