The graph represents a network of 2,263 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, 02 September 2020 at 12:02 UTC.
The requested start date was Wednesday, 02 September 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, 8-hour, 42-minute period from Sunday, 30 August 2020 at 15:17 UTC to Wednesday, 02 September 2020 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 : 2263
Unique Edges : 3015
Edges With Duplicates : 16735
Total Edges : 19750
Number of Edge Types : 5
Retweet : 6617
MentionsInRetweet : 9647
Tweet : 1044
Mentions : 2417
Replies to : 25
Self-Loops : 1482
Reciprocated Vertex Pair Ratio : 0.0134166793718555
Reciprocated Edge Ratio : 0.026478110425756
Connected Components : 56
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 2159
Maximum Edges in a Connected Component : 19616
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.348922
Graph Density : 0.00129851964462719
Modularity : 0.225438
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 2,263 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, 02 September 2020 at 12:02 UTC.
The requested start date was Wednesday, 02 September 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, 8-hour, 42-minute period from Sunday, 30 August 2020 at 15:17 UTC to Wednesday, 02 September 2020 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:
[2538] #bigdata,#analytics [2191] #analytics,#datascience [1534] #iot,#iiot [1465] #datascience,#ai [1259] #ai,#iot [1219] #python,#rstats [1109] #ai,#machinelearning [880] #machinelearning,#iot [776] #iiot,#python [633] #iot,#bigdata Top Word Pairs in Tweet in G1:
[378] #bigdata,#analytics [363] #iot,#iiot [335] #iot,#bigdata [318] #analytics,#datascience [312] #datascience,#ai [256] #ai,#machinelearning [235] #stocks,#investment [198] #bigdata,#datascience [169] #ai,#iot [166] #python,#rstats Top Word Pairs in Tweet in G2:
[1585] #bigdata,#analytics [1352] #analytics,#datascience [782] #datascience,#ai [747] #iot,#iiot [709] #python,#rstats [703] #ai,#iot [572] #ai,#machinelearning [514] #machinelearning,#iot [419] #iiot,#python [409] #bigdata,#ai Top Word Pairs in Tweet in G3:
[168] #ai,#iot [76] #marketing,#ai [66] #iot,#bigdata [60] ty,mashable [56] #bigdata,#analytics [55] #iot,#fintech [45] #analytics,#datascience [43] #fintech,#insurtech [40] #ai,#fintech [39] enricomolinari,autonomous Top Word Pairs in Tweet in G4:
[171] gt,gt [115] top,10 [100] #iot,#bigdata [98] 10,#industry40 [98] #industry40,trends [98] 2020,beyond [96] #bigdata,#ai [86] trends,innovations [86] innovations,2020 [86] beyond,startuscc Top Word Pairs in Tweet in G5:
[477] #bigdata,#analytics [437] #analytics,#datascience [357] #iot,#iiot [295] #datascience,#ai [249] #python,#rstats [213] #ai,#machinelearning [212] #iiot,#python [177] #machinelearning,#iot [127] #rstats,#tensorflow [126] #ai,#iot Top Word Pairs in Tweet in G6:
[10] angelicagallegs,yukarikingdom18 [10] yukarikingdom18,mhall55nine [10] mhall55nine,eoff_sylvia [9] sminaev2015,frisesally [9] frisesally,marinella_maria [9] marinella_maria,mariangelasant8 [9] mariangelasant8,angelicagallegs [7] arnabch01,sminaev2015 [7] eoff_sylvia,semi [3] semicvet50,brindusab1 Top Word Pairs in Tweet in G7:
[76] read,more [73] #artificialintelligence,#ai [71] artificial,intelligence [70] #ai,#datascience [70] #datascience,#machinelearning [64] #machinelearning,#bigdata [59] #bigdata,#deeplearning [59] #deeplearning,#nlp [58] #nlp,#robots [58] #robots,#iot Top Word Pairs in Tweet in G8:
[7] #iot,#bigdata [5] big,data [5] data,analytics [3] #bigdata,#analytics [2] telemedicine,market [2] market,booming [2] booming,big [2] analytics,transforming [2] transforming,telemedicine [2] telemedicine,big Top Word Pairs in Tweet in G9:
[17] #defi,#bigdata [16] #bigdata,#iot [15] #iot,#fintech [6] geeqofficial,geeq [5] ama,recaps [5] recaps,one [5] one,handy [5] handy,place [5] place,#defi [5] join,telegram Top Word Pairs in Tweet in G10:
[8] #bigdata,#analytics [7] #analytics,#datascience [6] #iot,#iiot [6] ronald_vanloon,wild [6] wild,brainsourcing [6] brainsourcing,technique [6] technique,trains [6] trains,#ai [6] #ai,directly [6] directly,human Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
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:
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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:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: