The graph represents a network of 1,675 Twitter users whose tweets in the requested range contained "iiot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 22 November 2019 at 10:58 UTC.
The requested start date was Friday, 22 November 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 3-day, 8-hour, 34-minute period from Monday, 18 November 2019 at 16:27 UTC to Friday, 22 November 2019 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 : 1675
Unique Edges : 3634
Edges With Duplicates : 4175
Total Edges : 7809
Number of Edge Types : 3
Mentions : 7365
Tweet : 432
Replies to : 12
Self-Loops : 432
Reciprocated Vertex Pair Ratio : 0.0135007105637139
Reciprocated Edge Ratio : 0.0266417387240009
Connected Components : 76
Single-Vertex Connected Components : 47
Maximum Vertices in a Connected Component : 1552
Maximum Edges in a Connected Component : 7673
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.50939
Graph Density : 0.00152606144902727
Modularity : 0.347732
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 1,675 Twitter users whose tweets in the requested range contained "iiot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 22 November 2019 at 10:58 UTC.
The requested start date was Friday, 22 November 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 3-day, 8-hour, 34-minute period from Monday, 18 November 2019 at 16:27 UTC to Friday, 22 November 2019 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 : iiot 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 : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2597] #bigdata,#analytics [2482] #datascience,#ai [2398] #analytics,#datascience [2206] #ai,#machinelearning [1601] #iot,#iiot [1328] gt,gt [1319] #machinelearning,#iot [923] #iiot,#pytorch [535] #pytorch,#python [329] #machinelearning,#deeplearning Top Word Pairs in Tweet in G1:
[1905] #bigdata,#analytics [1842] #datascience,#ai [1795] #analytics,#datascience [1607] #ai,#machinelearning [1084] #iot,#iiot [942] #machinelearning,#iot [732] #iiot,#pytorch [440] #pytorch,#python [225] #machinelearning,#deeplearning [213] #python,#rstats Top Word Pairs in Tweet in G2:
[479] gt,gt [429] #bigdata,#analytics [368] #datascience,#ai [362] #analytics,#datascience [320] #ai,#machinelearning [248] #iot,#iiot [192] #machinelearning,#iot [105] #ai,#ml [104] #iiot,#pytorch [102] mikequindazzi,gt Top Word Pairs in Tweet in G3:
[149] #ai,#machinelearning [149] #datascience,#ai [145] #bigdata,#analytics [133] #analytics,#datascience [117] gt,gt [96] #iot,#iiot [82] #machinelearning,#iot [75] tictoc,topcybernews [73] #iiot,#ai [67] #ai,#smartcity Top Word Pairs in Tweet in G4:
[588] gt,gt [132] mikequindazzi,gt [98] gt,#ai [85] mikequindazzi,#robots [59] mashable,mikequindazzi [54] #robots,advanced [54] advanced,enough [54] enough,back [54] back,flips [54] #ai,#robotics Top Word Pairs in Tweet in G5:
[84] internet,things [83] things,change [83] change,world [83] world,works [83] works,ready [82] haroldsinnott,internet [82] ready,theec [24] gt,gt [14] #iot,#iiot [10] #ai,#machinelearning Top Word Pairs in Tweet in G6:
[42] #datascience,#ai [35] #bigdata,#analytics [35] #analytics,#datascience [32] #ai,#machinelearning [28] #iot,#iiot [23] #bigdata,#datascience [19] #machinelearning,#iot [19] #ai,#aiio [19] #aiio,#bigdata [19] #bigdata,#ml Top Word Pairs in Tweet in G7:
[18] #iot,#iiot [14] #ai,#machinelearning [13] #ai,#iiot [12] #digitaltransformation,#disruption [12] #bigdata,#analytics [12] #analytics,#datascience [12] #datascience,#ai [11] #5g,#digitaltransformation [10] #smarthome,#smartcity [10] #iiot,#mobile Top Word Pairs in Tweet in G8:
[80] 5,#fiverr [75] #mpgvip,#defstar5 [74] remove,background [74] background,images [74] images,24 [74] 24,hours [74] hours,5 [74] #fiverr,link [74] link,#mpgvip [69] sajonjoy,remove Top Word Pairs in Tweet in G9:
[13] #iot,#iiot [7] internet,things [5] #ai,#ml [4] #iot,#ai [4] australian,manufacturing [4] manufacturing,industry [4] industry,need [4] need,#industry40 [4] #industry40,remain [4] remain,globally Top Word Pairs in Tweet in G10:
[24] #iot,#iiot [19] #machinelearning,#iot [18] gt,gt [14] #robotics,#ai [14] #bigdata,#analytics [13] #ai,#machinelearning [13] future,#robots [13] #robots,soft [13] soft,#robotics [13] #ai,#artificialintelligence Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G6:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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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:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: