The graph represents a network of 1,648 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, 05 January 2022 at 12:47 UTC.
The requested start date was Wednesday, 05 January 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 3-day, 2-hour, 14-minute period from Saturday, 01 January 2022 at 07:00 UTC to Tuesday, 04 January 2022 at 09:14 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 : 1648
Unique Edges : 2849
Edges With Duplicates : 16644
Total Edges : 19493
Number of Edge Types : 5
Retweet : 6851
MentionsInRetweet : 9852
Mentions : 1925
Tweet : 803
Replies to : 62
Self-Loops : 964
Reciprocated Vertex Pair Ratio : 0.0228456240550983
Reciprocated Edge Ratio : 0.0446707176876334
Connected Components : 98
Single-Vertex Connected Components : 56
Maximum Vertices in a Connected Component : 1440
Maximum Edges in a Connected Component : 19155
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.347007
Graph Density : 0.00224334034814697
Modularity : 0.188285
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,648 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, 05 January 2022 at 12:47 UTC.
The requested start date was Wednesday, 05 January 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 3-day, 2-hour, 14-minute period from Saturday, 01 January 2022 at 07:00 UTC to Tuesday, 04 January 2022 at 09:14 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:
[1890] #iot,#iiot [1727] #bigdata,#analytics [1313] #machinelearning,#ai [1285] #python,#rstats [1110] #ai,#python [1076] #analytics,#datascience [952] #rstats,#reactjs [939] #datascience,#ai [889] #reactjs,#iot [825] #analytics,#machinelearning Top Word Pairs in Tweet in G1:
[376] #machinelearning,#ai [291] #ai,#python [255] #python,#rstats [254] #rstats,#reactjs [243] #reactjs,#iot [193] #iot,#iiot [181] #analytics,#machinelearning [154] #ml,#linux [151] #ai,#iot [118] coffee,talk Top Word Pairs in Tweet in G2:
[1201] #iot,#iiot [1080] #bigdata,#analytics [837] #machinelearning,#ai [772] #python,#rstats [730] #ai,#python [654] #analytics,#datascience [626] #rstats,#reactjs [580] #analytics,#machinelearning [578] #reactjs,#iot [543] #datascience,#ai Top Word Pairs in Tweet in G3:
[132] #bigdata,#analytics [84] #iot,#iiot [73] #analytics,#datascience [70] #machinelearning,#iot [56] #datascience,#ai [55] #ces2022,#ces [55] #python,#rstats [50] #ai,#bigdata [49] #iiot,#python [42] #ai,#iot Top Word Pairs in Tweet in G4:
[307] #bigdata,#analytics [297] #iot,#iiot [202] #analytics,#datascience [182] #datascience,#ai [166] #machinelearning,#iot [154] #ai,#machinelearning [123] #python,#rstats [122] #coding,#100daysofcode [118] #programming,#coding [117] #javascript,#reactjs Top Word Pairs in Tweet in G5:
[84] #ai,#iot [62] #iot,#iiot [52] #machinelearning,#ai [51] #bigdata,#analytics [46] #python,#rstats [46] #人工衛星,#ai [46] #iot,#量子コンピュータ [46] #量子コンピュータ,#電磁波攻撃 [45] #ai,#python [41] #analytics,#machinelearning Top Word Pairs in Tweet in G6:
[12] #ai,#iot [8] #agroplug,#agroplugrevolution [8] #agroplugrevolution,#airdrop [8] #airdrop,#presale [8] #presale,#agroplugcoin [8] #agroplugcoin,#agro [8] #agro,#ai [7] ai,iot [4] iot,ai [4] internet,things Top Word Pairs in Tweet in G7:
[44] #machinelearning,#bigdata [33] #bigdata,#analytics [28] #iot,#iiot [27] #datascience,#ai [23] #analytics,#datascience [22] #iiot,#python [22] #coding,#100daysofcode [22] #python,#rstats [22] #ai,#iot [21] #linux,#programming Top Word Pairs in Tweet in G8:
[203] sign,free [203] free,middlemen [161] #programming,#coding [161] #coding,#100daysofcode [146] #java,#programming [110] #hiring,sign [109] middlemen,#jobs [109] #jobs,#java [97] jobpreference,#hiring [97] #100daysofcode,#devcom Top Word Pairs in Tweet in G9:
[19] #bigdata,#datascience [19] artificial,intelligence [18] #datascience,#ai [16] demystifying,artificial [16] intelligence,explained [16] explained,one [16] one,picture [16] picture,#bigdata [15] kirkdborne,demystifying [15] #ai,#da Top Word Pairs in Tweet in G10:
[24] mnnitalld,collaborating [24] collaborating,itiltdindia [24] itiltdindia,bolstering [24] bolstering,building [24] building,innovative [24] innovative,products [24] products,#emergingtech [24] #emergingtech,#5g [23] omkar_raii,mnnitalld [23] #5g,#i Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
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:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: