The graph represents a network of 2,389 Twitter users whose tweets in the requested range contained "datamining", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 21 February 2022 at 07:40 UTC.
The requested start date was Monday, 21 February 2022 at 01:01 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 13-day, 23-hour, 52-minute period from Monday, 07 February 2022 at 01:05 UTC to Monday, 21 February 2022 at 00:58 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 : 2389
Unique Edges : 1383
Edges With Duplicates : 10103
Total Edges : 11486
Number of Edge Types : 5
Retweet : 4015
MentionsInRetweet : 5080
Tweet : 1316
Mentions : 861
Replies to : 214
Self-Loops : 1427
Reciprocated Vertex Pair Ratio : 0.0183430143686946
Reciprocated Edge Ratio : 0.0360252176523567
Connected Components : 449
Single-Vertex Connected Components : 201
Maximum Vertices in a Connected Component : 1242
Maximum Edges in a Connected Component : 9768
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.844253
Graph Density : 0.000583880754406889
Modularity : 0.251707
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,389 Twitter users whose tweets in the requested range contained "datamining", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 21 February 2022 at 07:40 UTC.
The requested start date was Monday, 21 February 2022 at 01:01 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 13-day, 23-hour, 52-minute period from Monday, 07 February 2022 at 01:05 UTC to Monday, 21 February 2022 at 00:58 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 : datamining
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:
[581] #bulk,#data [481] #machinelearning,#ai [463] #bigdata,#datascience [435] #selling,#bulk [434] #analytics,#machinelearning [397] #python,#rstats [393] #ai,#python [356] #rstats,#reactjs [340] #machinelearning,#deeplearning [334] 3k,plus Top Word Pairs in Tweet in G1:
[465] #machinelearning,#ai [388] #python,#rstats [386] #analytics,#machinelearning [385] #ai,#python [349] #rstats,#reactjs [303] #seo,#openscience [303] #openscience,#ml [296] #bigdata,#datascience [293] #machinelearning,#deeplearning [276] #mondaymotivation,#seo Top Word Pairs in Tweet in G2:
[144] #bigdata,#datascience [86] kirkdborne,free [65] #datascience,#ai [64] #abdsc,#bigdata [60] pdf,#bigdata [55] ebook,pdf [53] artificial,intelligence [47] demystifying,artificial [47] intelligence,explained [47] explained,one Top Word Pairs in Tweet in G3:
[59] data,entry [27] #dataentry,#webresearch [25] data,mining [20] web,research [19] #dataentry,#datamining [18] entry,operator [17] #webresearch,#webscraping [17] #datacollection,#dataentry [16] mining,web [15] kind,data Top Word Pairs in Tweet in G4:
[31] data,mining [30] data,entry [19] jamilalshaqsi,newoil3 [15] entry,expert [15] expert,fiverr [15] fiverr,need [15] need,data [15] entry,job [15] job,check [15] check,profile Top Word Pairs in Tweet in G5:
[95] #datascience,#dataanalytics [93] #dataanalytics,#mlops [91] #mlops,#machinelearning [86] data,lifecycle [86] lifecycle,steps [86] steps,uncover [86] uncover,data [86] data,insights [83] insights,#datascience [77] albz_marocchino,data Top Word Pairs in Tweet in G6:
[49] kart_tour,news [41] news,datamining [38] think,tweeted [38] tweeted,#mariokart8deluxe [38] #mariokart8deluxe,course [38] course,booster [38] booster,pack [38] pack,changed [38] changed,name [38] name,mario Top Word Pairs in Tweet in G7:
[487] #bulk,#data [378] #selling,#bulk [326] cursortek,#selling [298] 3k,plus [296] #scraping,#datamining [264] plus,#businesses [264] #businesses,#categoires [263] #socialmedia,#scraping [262] #hotels,#restaurants [262] #restaurants,#leads Top Word Pairs in Tweet in G8:
[5] data,science [3] science,uncertainty [3] uncertainty,one [3] one,challenging [3] challenging,aspects [3] aspects,#datascience [3] #datascience,#deeplearning [3] #deeplearning,#machinelearning [3] #datamanagement,#datamining [2] 10,key Top Word Pairs in Tweet in G9:
[88] #entrepreneur,#business [87] #business,#wontstop [83] #wontstop,#mindset [80] #mindset,#success [74] #success,#hustle [66] #hustle,#freedom [66] #freedom,#datamining [52] swisf,swis [43] globexdata,swisf [26] #secureemail,#securemessenger Top Word Pairs in Tweet in G10:
[25] #datascience,#machinelearning [25] #machinelearning,clouds [25] clouds,perspective [25] perspective,future [25] future,#ai [25] #ai,#datamining [25] #datamining,#robotics [25] #robotics,#fintech [24] andi_staub,#datascience [23] #fintech,ipfconl Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: