The graph represents a network of 1,922 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, 10 January 2022 at 07:37 UTC.
The requested start date was Monday, 10 January 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, 22-hour, 29-minute period from Monday, 27 December 2021 at 02:29 UTC to Monday, 10 January 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 : 1922
Unique Edges : 1089
Edges With Duplicates : 6945
Total Edges : 8034
Number of Edge Types : 5
Tweet : 1103
Retweet : 2782
MentionsInRetweet : 3347
Mentions : 587
Replies to : 215
Self-Loops : 1146
Reciprocated Vertex Pair Ratio : 0.0156118143459916
Reciprocated Edge Ratio : 0.0307436643124221
Connected Components : 386
Single-Vertex Connected Components : 183
Maximum Vertices in a Connected Component : 1011
Maximum Edges in a Connected Component : 6768
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.577221
Graph Density : 0.000651921557071439
Modularity : 0.274842
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,922 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, 10 January 2022 at 07:37 UTC.
The requested start date was Monday, 10 January 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, 22-hour, 29-minute period from Monday, 27 December 2021 at 02:29 UTC to Monday, 10 January 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:
[603] #bulk,#data [458] #selling,#bulk [377] #analytics,#machinelearning [341] #machinelearning,#ai [330] cursortek,#selling [330] 3k,plus [291] #scraping,#datamining [289] #datascience,#machinelearning [282] #bigdata,#datascience [281] #ai,#python Top Word Pairs in Tweet in G1:
[165] kirkdborne,free [147] #bigdata,#datascience [98] #datascience,#ai [90] artificial,intelligence [86] gt,gt [84] one,picture [83] demystifying,artificial [83] intelligence,explained [83] explained,one [83] picture,#bigdata Top Word Pairs in Tweet in G2:
[325] #analytics,#machinelearning [309] #machinelearning,#ai [267] #ai,#python [251] #reactjs,#iot [241] #python,#rstats [229] #rstats,#reactjs [218] #datascience,#machinelearning [215] gave,kred [213] kred,#influence [194] #bigdata,#analytics Top Word Pairs in Tweet in G3:
[51] data,entry [33] #webresearch,#webscraping [33] more,info [32] #dataentry,#webresearch [32] kind,data [32] web,research [31] entry,scraping [31] scraping,mining [31] mining,web [31] research,#business Top Word Pairs in Tweet in G4:
[38] data,mining [17] kirkdborne,free [16] machine,learning [14] challenging,make [14] make,money [14] money,optimizing [14] optimizing,flow [14] flow,information [14] information,#datageek [14] #datageek,#datamining Top Word Pairs in Tweet in G5:
[32] #datamining,#robotics [29] future,#ai [28] #datascience,#machinelearning [28] #machinelearning,clouds [28] clouds,perspective [28] perspective,future [28] #ai,#datamining [28] #robotics,#fintech [27] andi_staub,#datascience [27] #fintech,ipfconli Top Word Pairs in Tweet in G6:
[119] data,entry [107] entry,expert [93] professional,data [89] #copypaste,#datamining [79] hi,professional [71] #dataentry,#internetresearch [71] #internetresearch,#copypaste [50] thanks,#dataentry [38] need,help [36] services,available Top Word Pairs in Tweet in G7:
[54] kart_tour,news [43] news,datamining [28] penguin,tour [26] datamining,special [26] special,pipe [26] pipe,one [26] one,week [26] week,pipe [26] pipe,penguin [26] tour,going Top Word Pairs in Tweet in G8:
[38] alright,different [38] different,type [38] type,usually [38] usually,make [38] make,found [38] found,datamining [38] datamining,security [38] security,breach [37] fnafl_m,alright [37] breach,ide Top Word Pairs in Tweet in G9:
[19] machine,learning [14] #datascience,#machinelearning [12] artificial,intelligence [10] deep,learning [9] happy,year [8] intelligence,machine [8] learning,data [8] year,hope [7] data,science [7] #machinelearning,#ai Top Word Pairs in Tweet in G10:
[543] #bulk,#data [418] #selling,#bulk [330] cursortek,#selling [316] 3k,plus [291] #scraping,#datamining [261] plus,#businesses [261] #businesses,#categoires [259] #hotels,#restaurants [259] #restaurants,#leads [259] #socialmedia,#scraping Top Replied-To in Entire Graph:
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:
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: