The graph represents a network of 1,292 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, 18 May 2022 at 11:43 UTC.
The requested start date was Wednesday, 18 May 2022 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, 3-hour, 46-minute period from Sunday, 15 May 2022 at 20:14 UTC to Wednesday, 18 May 2022 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 : 1292
Unique Edges : 1909
Edges With Duplicates : 15082
Total Edges : 16991
Number of Edge Types : 5
Retweet : 6792
MentionsInRetweet : 8259
Mentions : 587
Tweet : 1295
Replies to : 58
Self-Loops : 1825
Reciprocated Vertex Pair Ratio : 0.00806794055201699
Reciprocated Edge Ratio : 0.0160067396798652
Connected Components : 63
Single-Vertex Connected Components : 37
Maximum Vertices in a Connected Component : 1158
Maximum Edges in a Connected Component : 16786
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.265097
Graph Density : 0.00284657056593276
Modularity : 0.170323
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,292 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, 18 May 2022 at 11:43 UTC.
The requested start date was Wednesday, 18 May 2022 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, 3-hour, 46-minute period from Sunday, 15 May 2022 at 20:14 UTC to Wednesday, 18 May 2022 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 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:
[3498] #bigdata,#analytics [2947] #iot,#iiot [2798] #analytics,#datascience [2317] #ai,#machinelearning [2184] #datascience,#ai [1918] #machinelearning,#iot [1350] #iiot,#pytorch [1265] #pytorch,#python [1218] #python,#rstats [828] #datascience,#bigdata Top Word Pairs in Tweet in G1:
[1212] #bigdata,#analytics [1118] #iot,#iiot [951] #analytics,#datascience [814] #datascience,#ai [786] #ai,#machinelearning [692] #machinelearning,#iot [480] #iiot,#pytorch [453] #python,#rstats [431] #pytorch,#python [332] #ai,#python Top Word Pairs in Tweet in G2:
[1432] #bigdata,#analytics [1054] #analytics,#datascience [1039] #iot,#iiot [874] #ai,#machinelearning [730] #datascience,#ai [700] #machinelearning,#iot [531] #iiot,#pytorch [510] #pytorch,#python [454] #datascience,#bigdata [396] #ai,#iot Top Word Pairs in Tweet in G3:
[268] #iot,#iiot [264] #bigdata,#analytics [231] #analytics,#datascience [190] #datascience,#ai [190] #ai,#machinelearning [142] #machinelearning,#iot [109] #machinelearning,#deeplearning [107] #iiot,#pytorch [102] #datascience,#python [101] #pytorch,#python Top Word Pairs in Tweet in G4:
[551] #bigdata,#analytics [536] #analytics,#datascience [490] #iot,#iiot [436] #datascience,#ai [436] #ai,#machinelearning [365] #machinelearning,#iot [252] #python,#rstats [217] #iiot,#pytorch [209] #pytorch,#python [180] #iiot,#python Top Word Pairs in Tweet in G5:
[28] #machinelearning,#ai [28] #ai,#python [27] #analytics,#5g [27] #5g,#machinelearning [24] #python,#rstats [22] #rstats,#rectajs [22] #rectajs,#iot [22] #iot,#nlp [22] #nlp,#iiot [22] #iiot,#ml Top Word Pairs in Tweet in G6:
[26] link,#jasmy [26] #jasmy,crypto [26] crypto,discord [26] discord,#jasmy [25] #jasmy,#3usd2022 [7] #3usd2022,#cryptocurrency Top Word Pairs in Tweet in G7:
[123] live,webcam [123] birdfeedercam,carlisle [123] carlisle,uk [123] uk,#bigdata [123] #bigdata,#industry4 [123] #industry4,#bird [123] #bird,#springwatch [123] #springwatch,#iot [123] #iot,#birdphotography [96] webcam,cam1 Top Word Pairs in Tweet in G8:
[11] #datascience,#iot [10] #deeplearning,#mlsogood [8] #tech,#digital [8] #cloud,#ai [8] #ai,#bigdata [8] #bigdata,#datascience [8] #machinelearning,#deeplearning [7] share,information [7] information,technology [7] technology,topics Top Word Pairs in Tweet in G9:
[4] times,20 [4] 20,#internet [4] #internet,giants [4] giants,#bigtechs [4] #bigtechs,reign [4] reign,web [4] web,nickroutley [4] nickroutley,gersonrolim [4] gersonrolim,visualcap [4] #datascience,#iot Top Word Pairs in Tweet in G10:
[13] #ai,#machinelearning [11] #machinelearning,#selfdrivingcars [8] #selfdrivingcars,#autonomousvehicles [6] #autonomousvehicles,#bigdata [4] pinakilaskar,#cx [4] #cx,nodexl [4] nodexl,chidambara09 [4] chidambara09,eli_krumova [4] eli_krumova,hyken [4] hyken,five9 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G6:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: