The graph represents a network of 3 602 Twitter users whose recent tweets contained "#python", 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 Wednesday, 21 September 2022 at 17:39 UTC.
The tweets in the network were tweeted over the 13-hour, 45-minute period from Wednesday, 21 September 2022 at 02:18 UTC to Wednesday, 21 September 2022 at 16:03 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 : 3602
Unique Edges : 9145
Edges With Duplicates : 17927
Total Edges : 27072
Number of Edge Types : 5
Tweet : 3639
Retweet : 15460
MentionsInRetweet : 6222
Mentions : 1530
Replies to : 221
Self-Loops : 4081
Reciprocated Vertex Pair Ratio : 0,00846422338568935
Reciprocated Edge Ratio : 0,0167863632430562
Connected Components : 275
Single-Vertex Connected Components : 189
Maximum Vertices in a Connected Component : 3185
Maximum Edges in a Connected Component : 26552
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3,282274
Graph Density : 0,000891001188669752
Modularity : 0,260742
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 3 602 Twitter users whose recent tweets contained "#python", 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 Wednesday, 21 September 2022 at 17:39 UTC.
The tweets in the network were tweeted over the 13-hour, 45-minute period from Wednesday, 21 September 2022 at 02:18 UTC to Wednesday, 21 September 2022 at 16:03 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 : #python
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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3728] #bigdata,#analytics [3098] #iot,#iiot [3006] #programming,#coding [2931] #coding,#100daysofcode [2294] #python,#rstats [2051] #javascript,#reactjs [1948] #ai,#machinelearning [1801] #ai,#ml [1670] #rstats,#tensorflow [1636] #iiot,#python Top Word Pairs in Tweet in G1:
[2247] #bigdata,#analytics [1758] #programming,#coding [1700] #iot,#iiot [1667] #coding,#100daysofcode [1413] #python,#rstats [1265] #javascript,#reactjs [1062] #ai,#machinelearning [1056] #rstats,#tensorflow [957] #iiot,#python [931] #cloudcomputing,#serverless Top Word Pairs in Tweet in G2:
[369] #bigdata,#analytics [321] #programming,#coding [287] #iot,#iiot [264] #coding,#100daysofcode [207] #python,#rstats [205] #ai,#machinelearning [189] #javascript,#reactjs [160] #analytics,#datascience [152] #datascientist,#linux [150] #100daysofcode,#programming Top Word Pairs in Tweet in G3:
[312] #bigdata,#analytics [286] #programming,#coding [260] #coding,#100daysofcode [260] #iot,#iiot [222] #python,#rstats [196] #javascript,#reactjs [187] #ai,#ml [174] #ai,#machinelearning [169] #iiot,#python [162] #rstats,#tensorflow Top Word Pairs in Tweet in G4:
[109] #bigdata,#analytics [107] #iot,#iiot [94] #programming,#coding [82] #coding,#100daysofcode [79] #python,#rstats [69] #javascript,#python [64] #javascript,#reactjs [63] de,#octubre [62] #ai,#ml [58] #octubre,#septiembre2022 Top Word Pairs in Tweet in G5:
[302] #iot,#iiot [235] #ai,#ml [232] #artificialintelligence,#ai [216] #tech,#deeplearning [214] #100daysofcode,#programming [213] #python,#coding [212] #codenewbies,#tech [210] #deeplearning,#cybersecurity [209] #datascientists,#codenewbies [206] #coding,#javascript Top Word Pairs in Tweet in G6:
[421] #bigdata,#analytics [365] #iot,#iiot [363] #coding,#100daysofcode [325] #programming,#coding [288] #ai,#machinelearning [261] #100daysofcode,#programming [249] #datascience,#bigdata [219] #100daysofcode,#python [213] #ai,#ml [189] #python,#rstats Top Word Pairs in Tweet in G7:
[51] #java,#python [50] #maths,#english [50] #english,literature [50] literature,micro [50] micro,#biology [50] #biology,organic [50] organic,#chemistry [50] #chemistry,#physics [50] #physics,#calculus [50] #calculus,#algebra Top Word Pairs in Tweet in G8:
[98] #ai,#ml [79] #python,#100daysofcode [73] integrating,molecular [73] molecular,biology [73] biology,bioinformatics [73] bioinformatics,education [73] #bioinformatics,#python [73] #100daysofcode,#scicomm [73] #genomics,#datascience [73] #datascience,#openscience Top Word Pairs in Tweet in G9:
[30] #python,kullanarak [30] kullanarak,hisse [30] hisse,senetlerinin [30] senetlerinin,verilerini [30] verilerini,çekmek [30] çekmek,çok [30] çok,kolay [30] kolay,hemen [30] hemen,başlamak [30] başlamak,için Top Word Pairs in Tweet in G10:
[148] data,engineering [74] key,steps [74] steps,data [74] engineering,job [74] job,learn [74] learn,sql [74] sql,python [74] python,learn [74] learn,cloud [74] cloud,specialise Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G5:
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Top Mentioned in G9:
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: