The graph represents a network of 3,096 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 August 2020 at 11:41 UTC.
The requested start date was Wednesday, 05 August 2020 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 2-day, 6-hour, 14-minute period from Sunday, 02 August 2020 at 17:46 UTC to Wednesday, 05 August 2020 at 00:01 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 : 3096
Unique Edges : 4169
Edges With Duplicates : 15798
Total Edges : 19967
Number of Edge Types : 5
Retweet : 6590
MentionsInRetweet : 9789
Tweet : 903
Mentions : 2634
Replies to : 51
Self-Loops : 1037
Reciprocated Vertex Pair Ratio : 0.0214987714987715
Reciprocated Edge Ratio : 0.042092603728202
Connected Components : 215
Single-Vertex Connected Components : 111
Maximum Vertices in a Connected Component : 2455
Maximum Edges in a Connected Component : 18976
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.652163
Graph Density : 0.000867762040133081
Modularity : 0.291679
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 3,096 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 August 2020 at 11:41 UTC.
The requested start date was Wednesday, 05 August 2020 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 2-day, 6-hour, 14-minute period from Sunday, 02 August 2020 at 17:46 UTC to Wednesday, 05 August 2020 at 00:01 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 : 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:
[2003] #bigdata,#analytics [1882] #datascience,#ai [1849] #analytics,#datascience [1645] #ai,#machinelearning [1454] #iot,#iiot [1043] #machinelearning,#iot [805] #ai,#iot [773] #python,#rstats [771] #iiot,#python [438] machine,learning Top Word Pairs in Tweet in G1:
[1861] #bigdata,#analytics [1724] #analytics,#datascience [1721] #datascience,#ai [1453] #ai,#machinelearning [1261] #iot,#iiot [926] #machinelearning,#iot [710] #iiot,#python [708] #python,#rstats [426] #ai,#iot [399] machine,learning Top Word Pairs in Tweet in G2:
[154] #ai,#iot [94] #drones,#robotics [82] #robotics,#iot [78] #engineering,#ai [72] #iot,#engineering [70] #ai,#machinelearning [67] #bigdata,#analytics [64] #iot,#iiot [60] #datascience,#ai [59] #analytics,#datascience Top Word Pairs in Tweet in G3:
[154] gt,gt [63] #ai,#iot [52] #iot,#bigdata [39] learn,more [36] read,more [31] link,gt [30] 10,emerging [30] emerging,technologies [30] technologies,making [30] making,impact Top Word Pairs in Tweet in G4:
[94] #iot,#iiot [74] #bigdata,#datascience [72] #ai,#machinelearning [68] #datascience,#ai [62] #iiot,#iotpl [47] ingliguori,#digitaltransformation [43] #bigdata,#analytics [41] content,#datascientists [41] #datascientists,datasciencectrl [41] data,science Top Word Pairs in Tweet in G5:
[211] ａｉやｉｏｔのスペシャリストに対しは,当社の賃金体系を超えた給与を払う場合もある [211] 当社の賃金体系を超えた給与を払う場合もある,ただ [211] ただ,こうした人には３年や５年でやめてもらう [211] こうした人には３年や５年でやめてもらう,必ずやめてもらうことで [210] tjmlab,ａｉやｉｏｔのスペシャリストに対しは [210] 必ずやめてもらうことで,既存の賃金体系の中でこつこつと仕事してきた技術者にも [7] gobo_lase,ai [7] ai,iotの専門家はヒトではないのでセーフ [6] tjmlab,gobo_lase Top Word Pairs in Tweet in G6:
[19] #iot,#ai [17] #ai,#iot [9] ai,iot [7] iot,ai [6] #ai,#machinelearning [5] #machinelearning,#iot [5] #ai,#ml [5] artificial,intelligence [5] covid,19 [5] internet,things Top Word Pairs in Tweet in G7:
[46] world,wef [45] pawlowskimario,more [45] more,work [45] work,#robot [45] #robot,#southkorea [45] #southkorea,anywhere [45] anywhere,world [45] wef,mt [45] mt,thomas_harrer [45] thomas_harrer,irenat Top Word Pairs in Tweet in G8:
[16] #iot,#technology [16] #ai,#robotics [15] #robotics,startup [15] startup,#japan [15] #japan,created [15] created,smart [15] smart,mask [15] mask,built [15] built,microphone [15] microphone,amplifies Top Word Pairs in Tweet in G9:
[34] #ai,#iot [23] #selfdrivingcars,#ai [21] #iot,#5g [20] #5g,#autonomousvehicles [19] #autonomous,#robotics [19] #robotics,#driverless [18] #driverless,#driverlesscars [18] #driverlesscars,#startups [18] #autonomousvehicles,#selfdriving [16] team,choose Top Word Pairs in Tweet in G10:
[20] drbonniehenry,adriandix [20] adriandix,jjhorgan [20] see,below [16] #rp,aka [16] aka,#mj [15] homelessdave0,nspector4 [15] nspector4,drbonniehenry [15] jjhorgan,terimooring [15] terimooring,bctf [15] bctf,gt Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G9:
Top Replied-To in G10:
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: