The graph represents a network of 4,919 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 Friday, 18 December 2020 at 06:00 UTC.
The requested start date was Thursday, 17 December 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 23-hour, 2-minute period from Monday, 14 December 2020 at 01:58 UTC to Thursday, 17 December 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 : 4919
Unique Edges : 5564
Edges With Duplicates : 14935
Total Edges : 20499
Number of Edge Types : 5
MentionsInRetweet : 8159
Retweet : 5960
Tweet : 2141
Mentions : 4039
Replies to : 200
Self-Loops : 2299
Reciprocated Vertex Pair Ratio : 0.0210970464135021
Reciprocated Edge Ratio : 0.0413223140495868
Connected Components : 645
Single-Vertex Connected Components : 319
Maximum Vertices in a Connected Component : 3581
Maximum Edges in a Connected Component : 18756
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.955989
Graph Density : 0.000380131286665039
Modularity : 0.359541
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 4,919 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 Friday, 18 December 2020 at 06:00 UTC.
The requested start date was Thursday, 17 December 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 23-hour, 2-minute period from Monday, 14 December 2020 at 01:58 UTC to Thursday, 17 December 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 : (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:
[2017] artificial,intelligence [779] #ai,#iot [461] #iot,#tech [438] machine,learning [404] #ai,#machinelearning [371] #bigdata,#ai [343] #ai,#ml [330] #bigdata,#analytics [329] #tech,#usa [328] #machinelearning,#ai Top Word Pairs in Tweet in G1:
[621] #ai,#iot [462] artificial,intelligence [438] #iot,#tech [324] machine,learning [318] #bigdata,#ai [315] #tech,#usa [302] #bigdata,#analytics [281] #machinelearning,#ai [267] #iot,#iiot [252] #analytics,#datascience Top Word Pairs in Tweet in G2:
[117] #ai,#machinelearning [64] #ai,#iot [44] artificial,intelligence [42] #ai,#ml [39] #machinelearning,#deeplearning [37] #artificialintelligence,#machinelearning [30] #iot,#iiot [29] #ai,#artificialintelligence [29] spirosmargaris,haroldsinnott [25] haroldsinnott,paula_piccard Top Word Pairs in Tweet in G3:
[784] artificial,intelligence [48] djt,republican [48] republican,party [48] party,fox [48] fox,news [48] news,oan [47] oan,newsmax [45] newsmax,perpetrated [44] machine,learning [38] perpetrated,hurtful Top Word Pairs in Tweet in G4:
[123] artificial,intelligence [35] #ai,#ml [29] #ai,#iot [27] #ai,#machinelearning [22] machine,learning [19] #pmp,#ppm [19] #ppm,#project [19] #project,#agile [18] click,below [18] below,see Top Word Pairs in Tweet in G5:
[141] artificial,intelligence [10] quorea,クオレア [10] クオレア,はaiによる高度な [10] はaiによる高度な,投資戦略を誰もが手軽に利用できる [10] 投資戦略を誰もが手軽に利用できる,fx自動売買プラットフォームです [10] fx自動売買プラットフォームです,#仮想通貨 [10] #仮想通貨,#ai [10] #ai,#ai投資 [10] #ai投資,#投資 [9] intelligence,helps Top Word Pairs in Tweet in G6:
[35] #ai,#iot [33] #iot,#bigdata [30] back,life [30] life,#ai [27] #artificialintelligence,#ml [26] #bigdata,#artificialintelligence [26] bringing,historian [26] historian,figures [26] figures,back [26] #ai,zackcodesai Top Word Pairs in Tweet in G7:
[121] artificial,intelligence [10] top,15 [10] 15,artificial [10] intelligence,stocks [10] stocks,market [10] market,cap [10] cap,over [10] over,billion [8] intelligence,ai [8] guidance,interventional Top Word Pairs in Tweet in G8:
[40] artificial,intelligence [27] #ai,#intoainews [20] gt,gt [17] #ai,#人工知能 [10] gt,#ai [10] #人工知能,#機械学習 [10] #機械学習,#深層学習 [10] #深層学習,#ディープラーニング [9] air,force [9] #ai,#ml Top Word Pairs in Tweet in G9:
[19] artificial,intelligence [9] #ai,#digitaltransformation [9] #digitaltransformation,cc [7] #technology,#trends [6] use,artificial [6] technology,trends [6] trends,create [6] create,year [6] year,digitalism [6] digitalism,top Top Word Pairs in Tweet in G10:
[10] tiny,four [10] four,bit [10] bit,computers [10] computers,need [10] need,train [10] train,#ai [10] #ai,techreview [10] techreview,#artificialintelligence [9] ainews2020,tiny [9] #artificialintelligence,#ne Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: