The graph represents a network of 1,719 Twitter users whose tweets in the requested range contained "iot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 23 November 2022 at 12:43 UTC.
The requested start date was Wednesday, 23 November 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 19-day, 11-hour, 51-minute period from Thursday, 03 November 2022 at 13:08 UTC to Wednesday, 23 November 2022 at 00:59 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 : 1719
Unique Edges : 1222
Edges With Duplicates : 15285
Total Edges : 16507
Number of Edge Types : 5
MentionsInRetweet : 7667
Mentions : 857
Retweet : 6672
Tweet : 1292
Replies to : 19
Self-Loops : 1580
Reciprocated Vertex Pair Ratio : 0.00706713780918728
Reciprocated Edge Ratio : 0.0140350877192982
Connected Components : 49
Single-Vertex Connected Components : 32
Maximum Vertices in a Connected Component : 1644
Maximum Edges in a Connected Component : 16417
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.488688
Graph Density : 0.00164056992281703
Modularity : 0.178497
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,719 Twitter users whose tweets in the requested range contained "iot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 23 November 2022 at 12:43 UTC.
The requested start date was Wednesday, 23 November 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 19-day, 11-hour, 51-minute period from Thursday, 03 November 2022 at 13:08 UTC to Wednesday, 23 November 2022 at 00:59 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 bigdata
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:
[3800] #bigdata,#analytics [3017] #analytics,#datascience [2513] #ai,#machinelearning [2511] #datascience,#ai [2414] #machinelearning,#iot [2397] #python,#rstats [2035] #iot,#iiot [1705] #pytorch,#python [1182] #rstats,#tensorflow [1132] #iot,#pytorch Top Word Pairs in Tweet in G1:
[1855] #bigdata,#analytics [1430] #analytics,#datascience [1213] #datascience,#ai [1193] #ai,#machinelearning [1150] #machinelearning,#iot [1098] #python,#rstats [844] #pytorch,#python [840] #iot,#iiot [627] #iot,#pytorch [569] #rstats,#tensorflow Top Word Pairs in Tweet in G2:
[421] #bigdata,#analytics [301] #iot,#iiot [298] #analytics,#datascience [271] #ai,#machinelearning [253] #machinelearning,#iot [252] #datascience,#ai [244] #python,#rstats [146] #pytorch,#python [131] #machinelearning,#ai [117] #ai,#python Top Word Pairs in Tweet in G3:
[810] #bigdata,#analytics [755] #analytics,#datascience [644] #iot,#iiot [574] #datascience,#ai [568] #ai,#machinelearning [558] #python,#rstats [551] #machinelearning,#iot [345] #pytorch,#python [314] #iiot,#python [291] #iiot,#pytorch Top Word Pairs in Tweet in G4:
[129] #bigdata,#analytics [103] #analytics,#datascience [86] #machinelearning,#iot [83] #python,#rstats [83] #ai,#machinelearning [83] #datascience,#ai [73] completely,free [72] free,courses [68] #iot,#iiot [62] #pytorch,#python Top Word Pairs in Tweet in G5:
[231] #bigdata,#analytics [217] #analytics,#datascience [214] #ai,#machinelearning [213] #machinelearning,#iot [213] #datascience,#ai [200] #pytorch,#python [199] #python,#rstats [188] #iot,#pytorch [101] #rstats,#tensorflow [70] cheat,sheet Top Word Pairs in Tweet in G6:
[58] #bigdata,#analytics [45] #analytics,#datascience [42] #datascience,#ai [40] #ai,#machinelearning [39] #machinelearning,#iot [33] #python,#rstats [26] #devops,#devsecops [25] #iot,#iiot [25] #cloud,#devops [24] #ai,#iot Top Word Pairs in Tweet in G7:
[135] #bigdata,#analytics [85] #python,#rstats [67] #analytics,#ai [67] #cybersecurity,#bigdata [65] #ai,#iiot [64] #ai,#machinelearning [61] #iiot,#python [59] #analytics,#datascience [57] #datascience,#sql [56] #datascience,#ai Top Word Pairs in Tweet in G8:
[98] #bigdata,#analytics [71] #analytics,#datascience [62] #python,#rstats [54] #iot,#iiot [47] #ai,#machinelearning [42] #datascience,#ai [42] #datascience,#iot [40] #machinelearning,#iot [38] #iiot,#python [33] #pytorch,#python Top Word Pairs in Tweet in G9:
[95] #iot,#bigdata [92] #ai,#iot [46] #deeplearning,#iot [43] #machinelearning,#ai [42] #bigdata,#machinelearning [25] #bigdata,ht [25] #datascience,#machinelearning [24] #machinelearning,#deeplearning [24] #nlp,#robots [23] cnet,#deeplearning Top Word Pairs in Tweet in G10:
[7] dealshareindia,vineet_rao [7] shared,company [7] ceo,dealshareindia [7] company,journey [7] aim,founder [7] exclusive,interview [7] interview,aim [7] vineet_rao,shared [7] founder,ceo [6] analyticsindiam,exclusive Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G6:
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: