The graph represents a network of 3,743 Twitter users whose tweets in the requested range contained "#bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 23 March 2020 at 18:32 UTC.
The requested start date was Monday, 23 March 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 10,000.
The tweets in the network were tweeted over the 2-day, 4-hour, 16-minute period from Friday, 20 March 2020 at 19:44 UTC to Monday, 23 March 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 : 3743
Unique Edges : 6720
Edges With Duplicates : 7279
Total Edges : 13999
Number of Edge Types : 4
Tweet : 3134
MentionsInRetweet : 9338
Mentions : 1473
Replies to : 54
Self-Loops : 3134
Reciprocated Vertex Pair Ratio : 0.00611026246354673
Reciprocated Edge Ratio : 0.0121463077984817
Connected Components : 698
Single-Vertex Connected Components : 442
Maximum Vertices in a Connected Component : 2580
Maximum Edges in a Connected Component : 12294
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.584572
Graph Density : 0.000517267008160467
Modularity : 0.384309
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 3,743 Twitter users whose tweets in the requested range contained "#bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 23 March 2020 at 18:32 UTC.
The requested start date was Monday, 23 March 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 10,000.
The tweets in the network were tweeted over the 2-day, 4-hour, 16-minute period from Friday, 20 March 2020 at 19:44 UTC to Monday, 23 March 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 : #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:
[2269] #bigdata,#analytics [1880] #analytics,#datascience [1636] #datascience,#ai [1428] #iot,#iiot [1264] #ai,#machinelearning [1022] #machinelearning,#iot [783] #iiot,#python [782] #python,#rstats [608] #ai,#bigdata [549] gt,gt Top Word Pairs in Tweet in G1:
[214] #bigdata,#analytics [158] big,data [148] #bigdata,#datascience [116] #bigdata,#ai [112] #ai,#bigdata [97] #bigdata,#iot [92] #analytics,#datascience [90] machine,learning [86] #datascience,#ai [79] artificial,intelligence Top Word Pairs in Tweet in G2:
[1707] #bigdata,#analytics [1535] #analytics,#datascience [1306] #datascience,#ai [1163] #iot,#iiot [985] #ai,#machinelearning [815] #machinelearning,#iot [644] #python,#rstats [630] #iiot,#python [314] #iiot,#pytorch [219] #pytorch,#python Top Word Pairs in Tweet in G3:
[266] #bigdata,#analytics [207] #analytics,#datascience [190] #datascience,#ai [168] #ai,#machinelearning [159] #iot,#iiot [123] #machinelearning,#iot [112] #artificialintelligence,#machinelearning [104] learn,more [100] #iot,#bigdata [95] #iiot,#python Top Word Pairs in Tweet in G4:
[295] #jobs,#hiring [287] #hiring,#eth [236] #eth,#blockchain [228] #blockchain,#btc [204] #btc,#employment [135] #employment,#jobsearch [55] big,data [47] data,science [36] artificial,intelligence [29] gt,gt Top Word Pairs in Tweet in G5:
[270] gt,gt [76] #iot,#bigdata [53] mikequindazzi,gt [52] infographic,#cybersecurity [43] fisher85m,#ai [34] #bigdata,#analytics [31] #cybersecurity,#infosec [30] wef,mikequindazzi [29] gt,#ai [29] #bigdata,#rpa Top Word Pairs in Tweet in G6:
[320] #ai,#bigdata [317] omkar_raii,#ai [171] #bigdata,play [158] #bigdata,catalyse [158] catalyse,food [158] food,beverage [158] beverage,industry [158] industry,enabling [158] enabling,enterprises [158] enterprises,harness Top Word Pairs in Tweet in G7:
[54] #bigdata,#datascience [33] #datascience,#ai [27] #bigdata,#analytics [24] #analytics,#datascience [19] #ai,#machinelearning [17] #iot,#iiot [17] #machinelearning,#bigdata [17] future,trends [17] trends,data [17] data,analytics Top Word Pairs in Tweet in G8:
[25] contact,lenses [25] lenses,give [25] give,black [25] black,mirror [25] mirror,vision [25] vision,ccplus [25] ccplus,#artificialintelligence [25] #artificialintelligence,#emergingtechnologies [25] #emergingtechnologies,#ai [24] marcusborba,contact Top Word Pairs in Tweet in G9:
[10] #bigdata,vs [10] vs,#cierredefronteras [10] #cierredefronteras,oriente [10] oriente,vs [10] vs,occidente [10] occidente,#vigilanciadigital [10] #vigilanciadigital,vs [10] vs,#privacidad [10] #privacidad,datos [10] datos,economía Top Word Pairs in Tweet in G10:
[5] #businessintelligence,#bigdata [4] appel,projets [4] projets,lutte [4] lutte,covid [4] covid,19 [4] 19,agence_id [4] agence_id,#innovation [4] #innovation,#healthtech [4] #healthtech,#bigdata [4] #bigdata,#management Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G7:
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: