The graph represents a network of 1,115 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, 25 February 2022 at 11:25 UTC.
The requested start date was Friday, 25 February 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 2-day, 20-hour, 34-minute period from Tuesday, 22 February 2022 at 04:25 UTC to Friday, 25 February 2022 at 01:00 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 : 1115
Unique Edges : 1473
Edges With Duplicates : 16880
Total Edges : 18353
Number of Edge Types : 5
Retweet : 7040
MentionsInRetweet : 9486
Tweet : 468
Mentions : 1293
Replies to : 66
Self-Loops : 670
Reciprocated Vertex Pair Ratio : 0.0103092783505155
Reciprocated Edge Ratio : 0.0204081632653061
Connected Components : 10
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 1095
Maximum Edges in a Connected Component : 18329
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.290591
Graph Density : 0.00362930819331621
Modularity : 0.142921
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,115 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, 25 February 2022 at 11:25 UTC.
The requested start date was Friday, 25 February 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 2-day, 20-hour, 34-minute period from Tuesday, 22 February 2022 at 04:25 UTC to Friday, 25 February 2022 at 01:00 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 : 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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3724] #iot,#iiot [2701] #bigdata,#analytics [1760] #analytics,#datascience [1548] #datascience,#ai [1494] #iiot,#pytorch [1348] #ai,#machinelearning [1334] #machinelearning,#iot [1199] #javascript,#reactjs [1022] #python,#rstats [872] #ai,#python Top Word Pairs in Tweet in G1:
[380] #bigdata,#analytics [333] #iot,#iiot [203] #ai,#python [202] #analytics,#datascience [182] #datascience,#ai [153] #analytics,#ai [153] #machinelearning,#bigdata [150] #analytics,#bigdata [142] #bigdata,#ai [137] #machinelearning,#datascience Top Word Pairs in Tweet in G2:
[1567] #bigdata,#analytics [1564] #iot,#iiot [1055] #analytics,#datascience [912] #datascience,#ai [810] #machinelearning,#iot [806] #ai,#machinelearning [618] #iiot,#pytorch [525] #python,#rstats [474] #iiot,#python [423] #analytics,#ai Top Word Pairs in Tweet in G3:
[1217] #iot,#iiot [753] #javascript,#reactjs [615] #reactjs,#wordpress [603] #iiot,#pytorch [547] #wordpress,#security [492] #security,#defi [464] #python,#ai [462] #python,#iot [449] #ai,#iot [436] #pytorch,#javascript Top Word Pairs in Tweet in G4:
[148] #ai,#python [107] #python,#rstats [100] #iot,#iiot [91] #bigdata,#analytics [88] #analytics,#bigdata [84] #bigdata,#ai [74] #rstats,#reactjs [70] #datascience,#programming [65] #analytics,#machinelearning [65] #machinelearning,#ai Top Word Pairs in Tweet in G5:
[269] #bigdata,#analytics [249] #iot,#iiot [231] #analytics,#datascience [215] #machinelearning,#iot [213] #ai,#machinelearning [208] #datascience,#ai [126] #python,#rstats [119] #iiot,#python [97] #iiot,#pytorch [85] #pytorch,#python Top Word Pairs in Tweet in G6:
[160] #iot,#iiot [146] gave,kred [146] kred,#influence [107] #ai,#ml [89] eli_krumova,gave [82] #ml,#iot [70] #iiot,#iotpl [61] #bigdata,#analytics [51] #ai,#machinelearning [50] #womenintech,#womeninstem Top Word Pairs in Tweet in G7:
[337] #ehealth,#ces2023 [335] #digital,#mwc22 [332] #cloud,#digital [327] #women,#ehealth [327] #ces2023,#ai [327] #ai,#iiot [327] #iiot,#finserv [324] #datascientist,#cloud [321] #mwc22,#cx [321] #cx,#women Top Word Pairs in Tweet in G8:
[62] #iot,#iiot [42] #ai,#ml [42] #datascience,#iot [31] #bigdata,#analytics [30] #iiot,#pytorch [26] #analytics,#datascience [25] machine,learning [24] #100daysofcode,#dataanalytics [23] #dataanalytics,#datascientists [23] #datascientists,#datascience Top Word Pairs in Tweet in G9:
[27] #analytics,#ai [21] #bigdata,#analytics [17] #art,#aiart [17] #aiart,#machinelearning [17] #machinelearning,#deeplearning [16] #deeplearning,#mlsogood [16] #python,#bigdata [15] #mlsogood,#artificialintelligence [13] #python,#rstats [13] #artificialintelligence,#datascience Top Word Pairs in Tweet in G10:
[11] young,kenyan [11] kenyan,woman [11] woman,between [11] between,ages [11] ages,17 [11] 17,28 [11] 28,aspires [11] aspires,learn [11] learn,develop [11] develop,mobile Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G6:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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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: