The graph represents a network of 1 319 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 3 000 tweets. The network was obtained from Twitter on Wednesday, 23 November 2022 at 21:00 UTC.
The tweets in the network were tweeted over the 4-hour, 34-minute period from Wednesday, 23 November 2022 at 16:11 UTC to Wednesday, 23 November 2022 at 20:46 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.
Vertices : 1319
Unique Edges : 2106
Edges With Duplicates : 2494
Total Edges : 4600
Number of Edge Types : 5
Tweet : 1017
Retweet : 2204
MentionsInRetweet : 972
Mentions : 370
Replies to : 37
Self-Loops : 1140
Reciprocated Vertex Pair Ratio : 0,0100261551874455
Reciprocated Edge Ratio : 0,0198532585239534
Connected Components : 231
Single-Vertex Connected Components : 139
Maximum Vertices in a Connected Component : 879
Maximum Edges in a Connected Component : 3908
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4,266307
Graph Density : 0,00133280258990521
Modularity : 0,409869
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1 319 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 3 000 tweets. The network was obtained from Twitter on Wednesday, 23 November 2022 at 21:00 UTC.
The tweets in the network were tweeted over the 4-hour, 34-minute period from Wednesday, 23 November 2022 at 16:11 UTC to Wednesday, 23 November 2022 at 20:46 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 Radius : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[636] #coding,#100daysofcode [618] #javascript,#reactjs [611] #bigdata,#analytics [605] #programming,#coding [511] #iot,#iiot [437] #python,#rstats [425] #ai,#machinelearning [422] #serverless,#datascientist [416] #analytics,#datascience [414] #datascientist,#linux Top Word Pairs in Tweet in G1:
[163] #coding,#100daysofcode [120] #programming,#coding [112] #bigdata,#analytics [111] #ai,#machinelearning [96] #javascript,#reactjs [81] #iot,#iiot [79] #serverless,#datascientist [78] #datascientist,#linux [78] #datascience,#ai [74] #python,#rstats Top Word Pairs in Tweet in G2:
[13] #raspberrypi,#python [13] #programming,#coding [11] united,states [11] #programming,#python [10] #python,#developer [10] #website,#web [9] #webdesigner,#webdeveloper [9] #software,#webdevelopment [9] #coding,#python [9] #webdevelopment,#webdesigner Top Word Pairs in Tweet in G3:
[215] #javascript,#reactjs [155] #iot,#iiot [143] #coding,#100daysofcode [143] #bigdata,#analytics [136] #programming,#coding [114] #iiot,#pytorch [105] #wordpress,#security [105] #html,#azure [105] #python,#iot [105] #flutter,#html Top Word Pairs in Tweet in G4:
[78] #iot,#iiot [66] #bigdata,#analytics [63] #100daysofcode,#programming [62] #python,#coding [57] #linux,#iot [56] #javascript,#reactjs [56] #ml,#datascience [55] #rstats,#100daysofcode [55] #iiot,#bigdata [55] #cybersecurity,#python Top Word Pairs in Tweet in G5:
[34] python,#python [21] python,projects [19] 15,python [19] #programming,#developer [19] #artificialintelligence,#machinelearning [19] #python,#opencv [19] #machinelearning,#developer [19] #opencv,#artificialintelligence [19] plate,detection [19] license,plate Top Word Pairs in Tweet in G6:
[124] #programming,#coding [124] #coding,#100daysofcode [124] #bigdata,#analytics [123] #javascript,#reactjs [121] #rstats,#tensorflow [119] #python,#rstats [118] #datascientist,#linux [118] #cloudcomputing,#serverless [118] #serverless,#datascientist [102] #iot,#iiot Top Word Pairs in Tweet in G7:
[46] de,decisión [31] #ai,#machinelearning [31] #bigdata,#analytics [31] #machinelearning,#iot [31] #tensorflow,#java [31] #javascript,#reactjs [31] #coding,#100daysofcode [31] #analytics,#datascience [31] #linux,#programming [31] #serverless,#datascientist Top Word Pairs in Tweet in G8:
[34] #python,#javascript [33] #design,#coding [33] #flutter,#webdev [33] #webdev,#100daysofcode [33] #sound,#design [33] #php,#react [33] #100daysofcode,#sound [33] #python,#nodejs [33] #nodejs,#flutter [33] #react,#python Top Word Pairs in Tweet in G9:
[66] #programming,#coding [59] #coding,#100daysofcode [48] #bigdata,#analytics [40] #javascript,#reactjs [40] #linux,#programming [39] #serverless,#datascientist [39] #ai,#machinelearning [38] #python,#rstats [38] #rstats,#tensorflow [35] #datascientist,#linux Top Word Pairs in Tweet in G10:
[39] #100daysofcode,#python [13] #django,#python [10] #programming,#coding [8] #python,#hackerrank [8] #python,#coding [8] 47,#100daysofcode [8] #hackerrank,#set [7] hatin',24 [7] 100dayscode,_100daysofcode [7] problem,#100daysofcode Top Replied-To in Entire Graph:
Top Replied-To in G5:
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 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: