The graph represents a network of 1,475 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 8,000 tweets. The network was obtained from Twitter on Tuesday, 19 October 2021 at 03:46 UTC.
The tweets in the network were tweeted over the 5-hour, 5-minute period from Monday, 18 October 2021 at 22:11 UTC to Tuesday, 19 October 2021 at 03:16 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 : 1475
Unique Edges : 4192
Edges With Duplicates : 6707
Total Edges : 10899
Number of Edge Types : 5
Retweet : 7189
Tweet : 1384
MentionsInRetweet : 1976
Mentions : 277
Replies to : 73
Self-Loops : 1438
Reciprocated Vertex Pair Ratio : 0.00114920513311626
Reciprocated Edge Ratio : 0.0022957719533193
Connected Components : 97
Single-Vertex Connected Components : 64
Maximum Vertices in a Connected Component : 1334
Maximum Edges in a Connected Component : 10730
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.583591
Graph Density : 0.0024041579467838
Modularity : 0.265049
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,475 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 8,000 tweets. The network was obtained from Twitter on Tuesday, 19 October 2021 at 03:46 UTC.
The tweets in the network were tweeted over the 5-hour, 5-minute period from Monday, 18 October 2021 at 22:11 UTC to Tuesday, 19 October 2021 at 03:16 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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1551] #programming,#coding [1329] #coding,#100daysofcode [1258] #datascience,#ai [1178] #machinelearning,#python [1093] #bigdata,#analytics [1063] #iot,#iiot [1046] #javascript,#reactjs [991] #python,#rstats [987] sign,middleman [987] middleman,charge Top Word Pairs in Tweet in G1:
[715] #machinelearning,#python [644] #programming,#coding [637] #datascience,#ai [543] #coding,#100daysofcode [520] sign,middleman [520] middleman,charge [513] job,sign [490] #devops,#100daysofcode [475] #bot,#coding [409] #coding,#nodejs Top Word Pairs in Tweet in G2:
[441] #programming,#coding [431] #bigdata,#analytics [417] #javascript,#reactjs [413] #coding,#100daysofcode [397] #iot,#iiot [396] #datascientist,#linux [389] #rstats,#tensorflow [385] #analytics,#datascience [379] #serverless,#datascientist [350] #python,#rstats Top Word Pairs in Tweet in G3:
[119] #programming,#coding [105] #iot,#iiot [99] #bigdata,#analytics [99] #datascience,#ai [99] #coding,#100daysofcode [93] #javascript,#reactjs [89] #python,#rstats [86] #datascientist,#linux [85] #analytics,#datascience [85] #rstats,#tensorflow Top Word Pairs in Tweet in G4:
[129] instalé,#python [129] #python,pero [129] pero,creo [129] creo,algo [129] algo,salió [129] salió,bien [129] bien,ayuda [129] ayuda,facmartoni [2] es,una [2] #python,es Top Word Pairs in Tweet in G5:
[53] paper,#python [51] help,assignments [50] assignments,kindly [49] #essay,pay [48] kindly,#assignments [47] pay,#econometrics [47] #term,paper [46] #physics,#nursing [46] #law,#psychology [46] #homework,#essay Top Word Pairs in Tweet in G6:
[39] #python,#ad [38] #programming,#coding [29] #coding,#100daysofcode [27] #machinelearning,#python [25] #datascience,#ai [24] #python,#rstats [23] #bigdata,#analytics [23] #javascript,#reactjs [23] job,sign [23] sign,middleman Top Word Pairs in Tweet in G7:
[62] #bigdata,#deeplearning [53] #nlp,#robots [48] #python,#datascience [41] #machinelearning,#ai [41] #artificialintelligence,#ai [41] #100daysofcode,#python [38] #ai,#datascience [37] #ai,#python [37] #datascience,#bigdata [36] artificial,intelligence Top Word Pairs in Tweet in G8:
[250] sign,middleman [250] middleman,charge [243] job,sign [180] #machinelearning,#python [155] #programming,#coding [146] #womenwhocode,#programming [143] charge,#job [143] #indiedev,#indiegamedev [111] #coding,#100daysofcode [109] #bot,#coding Top Word Pairs in Tweet in G9:
[15] 2021,10 [11] #essay,pay [10] #assignments,#chemistry [10] #chemistry,#physics [10] #physics,#nursing [10] #nursing,#biology [10] #biology,#statistics [10] #statistics,#law [10] #law,#psychology [10] #psychology,#assignments Top Word Pairs in Tweet in G10:
[43] #programming,#coding [30] #coding,#100daysofcode [26] #python,#rstats [26] #rstats,#tensorflow [26] #datascientist,#linux [25] #java,#javascript [25] #serverless,#datascientist [24] #cloudcomputing,#serverless [23] #bigdata,#analytics [23] #linux,#programming 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 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: