The graph represents a network of 165 Twitter users whose recent tweets contained "#bigdata lang:pt", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 25 June 2020 at 14:15 UTC.
The tweets in the network were tweeted over the 8-day, 12-hour, 14-minute period from Wednesday, 17 June 2020 at 00:01 UTC to Thursday, 25 June 2020 at 12:15 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 : 165
Unique Edges : 263
Edges With Duplicates : 206
Total Edges : 469
Number of Edge Types : 4
Retweet : 169
Tweet : 101
MentionsInRetweet : 144
Mentions : 55
Self-Loops : 111
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 24
Single-Vertex Connected Components : 14
Maximum Vertices in a Connected Component : 124
Maximum Edges in a Connected Component : 423
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.309218
Graph Density : 0.0100147819660015
Modularity : 0.497351
NodeXL Version : 1.0.1.436
Data Import : The graph represents a network of 165 Twitter users whose recent tweets contained "#bigdata lang:pt", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 25 June 2020 at 14:15 UTC.
The tweets in the network were tweeted over the 8-day, 12-hour, 14-minute period from Wednesday, 17 June 2020 at 00:01 UTC to Thursday, 25 June 2020 at 12:15 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 : TwitterSearch
Graph Term : #bigdata lang:pt
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[41] #bigdata,#analytics [29] #machinelearning,#deeplearning [26] inteligência,artificial [26] #datascience,#machinelearning [26] #deeplearning,#bigdata [23] #bigdata,#datascience [22] #bigdata,#tecnologia [21] #iot,#bigdata [21] novidades,inteligência [21] artificial,gestão Top Word Pairs in Tweet in G1:
[22] #bigdata,#tecnologia [18] #bigdata,#analytics [16] saiba,mais [14] #bigdatacorp,#bigdata [12] #tecnologiadainformacao,#bigdata [12] #tecnologia,#profissionaldeti [11] big,data [11] #datascience,#machinelearning [10] #transformacaodigital,#lgpd [10] #lgpd,#datascience Top Word Pairs in Tweet in G2:
[18] #iot,#bigdata [18] #machinelearning,#deeplearning [15] novidades,inteligência [15] inteligência,artificial [15] artificial,gestão [15] gestão,informação [15] informação,gt [15] gt,#fastsalas [15] #fastsalas,#datascience [15] #datascience,#machinelearning Top Word Pairs in Tweet in G3:
[12] #bigdata,#analytics [12] #analytics,#datascience [12] #datascience,#ai [12] #ai,#machinelearning [12] #machinelearning,#iot [12] #iot,#iiot [12] #iiot,#nlproc [12] #nlproc,#python [12] #python,#rstats [12] #rstats,#tensorflow Top Word Pairs in Tweet in G4:
[3] big,data [2] saiba,mais [2] chinese,stocks [2] stocks,baijiu [2] baijiu,#china [2] #china,#beverage [2] #beverage,#stocks [2] #stocks,#investment [2] #investment,#alcohol [2] #alcohol,#liquor Top Word Pairs in Tweet in G5:
[9] microsoft,imparte [9] imparte,cursos [9] cursos,gratuitos [9] gratuitos,#tecnología [9] #tecnología,#inteligenciaartificial [9] #inteligenciaartificial,forbescolombia [9] forbescolombia,cc [9] cc,microsoftes [9] microsoftes,#educación [9] #educación,#formación Top Word Pairs in Tweet in G6:
[10] #cryptocurrency,#hodl [10] #hodl,#investment [10] #investment,#investindobr [10] #investindobr,#altcoin [10] #bigdata,#defi [10] #defi,#buidl [10] #buidl,#masternode [10] #masternode,#infinitynode [10] #infinitynode,#cloud [10] #cloud,#propaganda Top Word Pairs in Tweet in G7:
[19] big,tech [19] completo,em [19] em,#bigtech [19] #bigtech,#bigdata [19] #bigdata,#ciberativismo [19] #ciberativismo,#fakenews [19] #fakenews,#vigilância [19] #vigilância,#algoritmos [19] #algoritmos,#tecnopolitica [9] quais,os Top Word Pairs in Tweet in G8:
[4] #bigdata,#powerbi [4] #powerbi,todobi_os Top Word Pairs in Tweet in G10:
[2] novo,lançamento [2] lançamento,treinamento [2] treinamento,apache [2] apache,druid [2] druid,conheça [2] conheça,grade [2] grade,#apache [2] #apache,#bigdata [2] #bigdata,#druid [2] #druid,#treinamento Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G5:
Top Mentioned in G6:
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: