The graph represents a network of 1,353 Twitter users whose tweets in the requested range contained "iiot machinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 28 January 2022 at 12:05 UTC.
The requested start date was Friday, 28 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 6-day, 15-hour, 38-minute period from Friday, 21 January 2022 at 09:21 UTC to Friday, 28 January 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 : 1353
Unique Edges : 1749
Edges With Duplicates : 16030
Total Edges : 17779
Number of Edge Types : 5
Retweet : 6939
MentionsInRetweet : 9256
Mentions : 947
Replies to : 25
Tweet : 612
Self-Loops : 706
Reciprocated Vertex Pair Ratio : 0.00889348500517063
Reciprocated Edge Ratio : 0.017630176301763
Connected Components : 7
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 1347
Maximum Edges in a Connected Component : 17773
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.300996
Graph Density : 0.00266665791994122
Modularity : 0.156818
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,353 Twitter users whose tweets in the requested range contained "iiot machinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 28 January 2022 at 12:05 UTC.
The requested start date was Friday, 28 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 6-day, 15-hour, 38-minute period from Friday, 21 January 2022 at 09:21 UTC to Friday, 28 January 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 machinelearning
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:
[3329] #iot,#iiot [3182] #bigdata,#analytics [2537] #datascience,#ai [2506] #ai,#machinelearning [2504] #analytics,#datascience [1902] #machinelearning,#iot [1671] #python,#rstats [1080] #machinelearning,#ai [981] #iiot,#python [901] #iiot,#pytorch Top Word Pairs in Tweet in G1:
[972] #bigdata,#analytics [866] #iot,#iiot [737] #datascience,#ai [731] #analytics,#datascience [667] #ai,#machinelearning [565] #machinelearning,#iot [408] #python,#rstats [275] #machinelearning,#bigdata [273] #machinelearning,#ai [259] #iiot,#python Top Word Pairs in Tweet in G2:
[956] #iot,#iiot [909] #bigdata,#analytics [621] #datascience,#ai [609] #analytics,#datascience [593] #ai,#machinelearning [495] #machinelearning,#iot [463] #python,#rstats [401] #machinelearning,#ai [313] #ai,#python [264] #analytics,#machinelearning Top Word Pairs in Tweet in G3:
[655] #bigdata,#analytics [632] #analytics,#datascience [600] #datascience,#ai [596] #iot,#iiot [506] #ai,#machinelearning [478] #machinelearning,#iot [380] #python,#rstats [281] #iiot,#python [219] #iiot,#pytorch [205] #pytorch,#python Top Word Pairs in Tweet in G4:
[227] #ai,#machinelearning [173] #machinelearning,#100daysofcode [170] #100daysofcode,#dataanalytics [160] #dataanalytics,#datascientists [158] #datascientists,#iiot [97] difference,between [96] between,github [96] github,gitlab [96] gitlab,#ai [95] yuhelenyu,difference Top Word Pairs in Tweet in G5:
[247] #bigdata,#analytics [231] #datascience,#ai [217] #iot,#iiot [212] #analytics,#datascience [173] #machinelearning,#bigdata [140] #ai,#machinelearning [125] #python,#rstats [109] #iiot,#python [108] #machinelearning,#iot [83] #ai,#iot Top Word Pairs in Tweet in G6:
[393] gave,kred [386] kred,#influence [317] #iot,#iiot [291] #ai,#machinelearning [254] eli_krumova,gave [219] #bigdata,#analytics [191] #datascience,#ai [163] #analytics,#datascience [158] #machinelearning,#ml [134] #machinelearning,#iot Top Word Pairs in Tweet in G7:
[257] #iot,#iiot [223] #machinelearning,#ai [213] #ai,#python [132] #python,#iot [112] #iiot,#tensorflow [111] #python,#rstats [109] #tensorflow,#deeplearning [107] #deeplearning,#robotics [85] #bigdata,#analytics [83] #analytics,#machinelearning Top Word Pairs in Tweet in G8:
[14] #digitaltransformation,#cloud [14] #machinelearning,#bigdata [13] #bigdata,#analytics [13] #analytics,#datascience [13] #iot,#iiot [13] #cloud,#machinelearning [12] #datascience,#ai [9] #machinelearning,#iot [8] #ai,#machinelearning [8] #bigdata,#artificialintelligence Top Word Pairs in Tweet in G9:
[9] algorithms,changed [9] changed,#algorithms [9] #algorithms,#math [9] #math,#statistics [9] #statistics,#datascience [9] #datascience,#iot [9] #iot,#iiot [9] #iiot,#machinelearning [9] #machinelearning,#ai [9] #ai,#ki Top Word Pairs in Tweet in G10:
[5] cute,#robots [5] #robots,allow [5] allow,completely [5] completely,#automate [5] #automate,#warehouses [5] #warehouses,#logistics [5] #logistics,operations [5] operations,selfsupplychain [4] selfsupplychain,cute [4] selfsupplychain,#se Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G6:
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: