The graph represents a network of 2,115 Twitter users whose tweets in the requested range contained "iot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 06 October 2021 at 11:46 UTC.
The requested start date was Wednesday, 06 October 2021 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 1-day, 17-hour, 0-minute period from Monday, 04 October 2021 at 06:59 UTC to Wednesday, 06 October 2021 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 : 2115
Unique Edges : 2938
Edges With Duplicates : 14176
Total Edges : 17114
Number of Edge Types : 5
Mentions : 1047
Tweet : 1458
Retweet : 6009
MentionsInRetweet : 8564
Replies to : 36
Self-Loops : 1557
Reciprocated Vertex Pair Ratio : 0.0152414567623937
Reciprocated Edge Ratio : 0.0300252844500632
Connected Components : 362
Single-Vertex Connected Components : 232
Maximum Vertices in a Connected Component : 1450
Maximum Edges in a Connected Component : 16176
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.644385
Graph Density : 0.00141530850281026
Modularity : 0.26934
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,115 Twitter users whose tweets in the requested range contained "iot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 06 October 2021 at 11:46 UTC.
The requested start date was Wednesday, 06 October 2021 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 1-day, 17-hour, 0-minute period from Monday, 04 October 2021 at 06:59 UTC to Wednesday, 06 October 2021 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 : iot 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:
[1703] #datascience,#ai [1701] #bigdata,#analytics [1639] #iot,#iiot [1497] #analytics,#datascience [1157] #ai,#machinelearning [940] #machinelearning,#iot [921] #ai,#iot [874] #python,#rstats [765] #machinelearning,#ai [582] #ai,#python Top Word Pairs in Tweet in G1:
[1414] #datascience,#ai [1371] #bigdata,#analytics [1348] #iot,#iiot [1195] #analytics,#datascience [817] #ai,#machinelearning [761] #python,#rstats [664] #machinelearning,#iot [590] #machinelearning,#ai [558] #javascript,#github [552] #github,#nodejs Top Word Pairs in Tweet in G2:
[370] #ai,#iot [125] #machinelearning,#ai [112] #ai,#machinelearning [99] #machinelearning,#iot [86] #iot,#bigdata [78] #ai,#ml [77] #iot,cc [71] #bigdata,#analytics [58] #iot,#iiot [55] #analytics,#datascience Top Word Pairs in Tweet in G3:
[28] #iot,#ai [16] #ai,#iot [14] iot,ai [12] ai,iot [7] internet,things [7] ラズパイでiot,ai学習 [7] ai学習,ツクレル教材深堀りウェビナー [6] ssab,improves [6] improves,production [6] production,efficiency Top Word Pairs in Tweet in G4:
[227] #bigdata,#analytics [220] #analytics,#datascience [198] #datascience,#ai [177] #iot,#iiot [172] #ai,#machinelearning [153] #machinelearning,#iot [78] #iiot,#python [77] #iiot,#pytorch [61] #python,#rstats [56] #pytorch,#python Top Word Pairs in Tweet in G5:
[43] artificial,intelligence [42] #ai,#machinelearning [33] #ai,#iot [33] #datascience,#ai [32] #5g,#future [31] #smartcities,make [31] make,#mobility [31] #mobility,easier [31] easier,#augmentedreality [31] #augmentedreality,goopyar Top Word Pairs in Tweet in G6:
[31] #mou,signed [31] signed,between [31] between,stpiindia [31] stpiindia,nifftofficial [31] nifftofficial,establishing [31] establishing,coe [31] coe,#industry4 [31] #industry4,#ranchi [31] #ranchi,feature [31] feature,smart Top Word Pairs in Tweet in G7:
[19] #ai,#iot [13] #selfdrivingcars,#ai [12] #iot,#5g [4] fisheyeboxindia,procurementstar [4] procurementstar,procurement2030 [4] procurement2030,supplychain2030 [4] auto,elettriche [3] chapter,23 [3] 23,#autonomousvehicles [3] #autonomousvehicles,#usa Top Word Pairs in Tweet in G8:
[18] go,team [18] team,#robots [18] #robots,#robotics [18] #robotics,#iot [18] #iot,#ai [17] evankirstel,go Top Word Pairs in Tweet in G9:
[17] مصطلحات,تقنية [17] تقنية,مع [17] مع,معانيها [17] معانيها,مهمه [17] مهمه,ai [17] ai,الذكاء [17] الذكاء,الصناعي [17] الصناعي,iot [17] iot,انترنت [17] انترنت,الأشياء Top Word Pairs in Tweet in G10:
[6] #machinelearning,#ai [5] #ai,#python [4] #artificialintelligence,becoming [4] becoming,more [4] more,more [4] more,natural [4] natural,time [4] time,future [4] future,far [3] hannahgerstaec3,#artificialintelligence Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G3:
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Top Mentioned in G7:
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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:
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Top Tweeters in G9:
Top Tweeters in G10: