The graph represents a network of 2,798 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, 31 August 2020 at 16:46 UTC.
The requested start date was Monday, 31 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 8-day, 6-hour, 40-minute period from Saturday, 22 August 2020 at 05:54 UTC to Sunday, 30 August 2020 at 12:35 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 : 2798
Unique Edges : 3452
Edges With Duplicates : 15247
Total Edges : 18699
Number of Edge Types : 5
Retweet : 5734
MentionsInRetweet : 8337
Mentions : 2674
Tweet : 1885
Replies to : 69
Self-Loops : 2310
Reciprocated Vertex Pair Ratio : 0.0189177298724153
Reciprocated Edge Ratio : 0.03713298791019
Connected Components : 253
Single-Vertex Connected Components : 142
Maximum Vertices in a Connected Component : 2340
Maximum Edges in a Connected Component : 18066
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.728434
Graph Density : 0.00088780918389278
Modularity : 0.268698
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 2,798 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, 31 August 2020 at 16:46 UTC.
The requested start date was Monday, 31 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 8-day, 6-hour, 40-minute period from Saturday, 22 August 2020 at 05:54 UTC to Sunday, 30 August 2020 at 12:35 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:
[1531] #bigdata,#analytics [1115] #analytics,#datascience [1036] #iot,#iiot [878] #ai,#iot [713] #datascience,#ai [708] #python,#rstats [500] #ai,#machinelearning [488] #bigdata,#ai [441] #iiot,#python [412] #rstats,#tensorflow Top Word Pairs in Tweet in G1:
[1052] #bigdata,#analytics [787] #analytics,#datascience [640] #ai,#iot [616] #iot,#iiot [461] #python,#rstats [437] #datascience,#ai [388] #bigdata,#ai [276] #rstats,#tensorflow [265] #iiot,#python [247] #ai,#machinelearning Top Word Pairs in Tweet in G2:
[87] #ai,#bigdata [72] #iot,#iiot [69] #bigdata,#analytics [67] #ml,#ai [61] #ai,#machinelearning [59] #bigdata,#machinelearning [57] #ai,#analytics [56] #ai,#iot [55] #analytics,#datascience [54] #analytics,#automation Top Word Pairs in Tweet in G3:
[280] #stocks,#investment [267] #iot,#bigdata [95] chinese,stocks [85] #ai,#iot [61] gt,gt [58] 5stocksinto,chinese [56] indian,stocks [53] #bigdata,#analytics [48] cc,mikequindazzi [48] #bigdata,#dividends Top Word Pairs in Tweet in G4:
[64] #bigdata,#datascience [63] #iot,#iiot [59] #ai,#machinelearning [41] #datascience,#ai [39] #iiot,#iotpl [34] cheat,sheet [30] updated,year [30] year,free [30] free,pdf [30] pdf,#datascience Top Word Pairs in Tweet in G5:
[272] #bigdata,#analytics [232] #iot,#iiot [206] #analytics,#datascience [177] #python,#rstats [152] #datascience,#ai [125] #iiot,#python [97] #rstats,#tensorflow [75] #ai,#iot [72] #machinelearning,#iot [71] #pytorch,#python Top Word Pairs in Tweet in G6:
[22] big,data [14] artificial,intelligence [10] #bigdata,#blockchain [9] #blockchain,#cryptocurrency [8] quote,#bigdata [7] #ai,#machinelearning [6] #ai,#bigdata [5] data,analytics [4] #bigdata,#health [4] #bigdata,#ai Top Word Pairs in Tweet in G7:
[41] mhall55nine,eoff_sylvia [39] angelicagallegs,yukarikingdom18 [39] yukarikingdom18,mhall55nine [34] marinella_maria,mariangelasant8 [32] frisesally,marinella_maria [31] sminaev2015,frisesally [29] mariangelasant8,angelicagallegs [22] arnabch01,sminaev2015 [21] eoff_sylvia,semi [17] semicvet50,brindusab1 Top Word Pairs in Tweet in G8:
[45] #ai,#bigdata [45] #bigdata,#analytics [42] #analyticship,#bi [42] #bi,#ml [42] #ml,#ai [42] #analytics,#hied [13] metamorf_us,#analyticship [9] data,science [6] great,article [6] support,#opensource Top Word Pairs in Tweet in G9:
[7] muchos,campos [7] campos,medicina [7] medicina,trabajando [7] trabajando,#bigdata [7] #bigdata,detección [7] detección,temprana [6] big,data [6] mapfre,muchos [5] entiende,#bigdata [5] #bigdata,percentil Top Word Pairs in Tweet in G10:
[2] grazytgrazynatt,influencerprom1 [2] influencerprom1,itakethelead [2] itakethelead,365surmarius [2] 365surmarius,themrblueprint [2] themrblueprint,mrkmrkmoh [2] mrkmrkmoh,mariussou [2] mariussou,kiyotaka_1991 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
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: