The graph represents a network of 4,493 Twitter users whose recent tweets contained "#100DaysOfCode", 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 Sunday, 26 June 2022 at 21:00 UTC.
The tweets in the network were tweeted over the 15-hour, 55-minute period from Sunday, 26 June 2022 at 04:02 UTC to Sunday, 26 June 2022 at 19:57 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 : 4493
Unique Edges : 12081
Edges With Duplicates : 13749
Total Edges : 25830
Number of Edge Types : 5
MentionsInRetweet : 5385
Mentions : 1548
Retweet : 15033
Tweet : 3451
Replies to : 413
Self-Loops : 4163
Reciprocated Vertex Pair Ratio : 0.00996824928007089
Reciprocated Edge Ratio : 0.0197397280304138
Connected Components : 233
Single-Vertex Connected Components : 170
Maximum Vertices in a Connected Component : 4174
Maximum Edges in a Connected Component : 25441
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.390342
Graph Density : 0.000677713962493155
Modularity : 0.365638
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,493 Twitter users whose recent tweets contained "#100DaysOfCode", 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 Sunday, 26 June 2022 at 21:00 UTC.
The tweets in the network were tweeted over the 15-hour, 55-minute period from Sunday, 26 June 2022 at 04:02 UTC to Sunday, 26 June 2022 at 19:57 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 : #100DaysOfCode
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:
[4241] #coding,#100daysofcode [3847] #bigdata,#analytics [2845] #programming,#coding [2794] #javascript,#reactjs [2380] #python,#rstats [2314] #rstats,#tensorflow [2009] #datascientist,#linux [1809] #serverless,#datascientist [1704] #cloudcomputing,#serverless [1702] #iot,#iiot Top Word Pairs in Tweet in G1:
[701] day,#100daysofcode [347] #coding,#100daysofcode [297] #bigdata,#analytics [229] #javascript,#reactjs [228] #100daysofcode,day [227] #programming,#coding [209] #100daysofcode,#100daysofcodechallenge [196] #python,#rstats [195] #100daysofcode,today [192] #rstats,#tensorflow Top Word Pairs in Tweet in G2:
[2652] #coding,#100daysofcode [2522] #bigdata,#analytics [1754] #javascript,#reactjs [1639] #programming,#coding [1418] #python,#rstats [1399] #rstats,#tensorflow [1242] #datascientist,#linux [1214] #datascience,#bigdata [920] #iot,#iiot [904] #machinelearning,#datascience Top Word Pairs in Tweet in G3:
[934] #coding,#100daysofcode [787] #programming,#coding [748] #bigdata,#analytics [691] #serverless,#datascientist [666] #javascript,#reactjs [645] #python,#rstats [602] #rstats,#tensorflow [600] #cloudcomputing,#serverless [555] #tensorflow,#javascript [492] #reactjs,#cloudcomputing Top Word Pairs in Tweet in G4:
[268] #iot,#iiot [233] #100daysofcode,#javascript [227] #finserv,#bigdata [227] #flutter,#linux [223] #ai,#iot [218] #bigdata,#analytics [214] #coding,#100daysofcode [212] #healthtech,#datascientist [212] #datascientist,#mwc22 [212] #cx,#women Top Word Pairs in Tweet in G5:
[227] #doggy,joho [202] #100daysofcode,#javascript [199] nairobi,expressway [186] contact,0717040531 [160] #javascript,#coding [160] #coding,taruri [160] taruri,37 [160] 37,nairobi [160] expressway,maxine [160] maxine,wahome Top Word Pairs in Tweet in G6:
[11] essay,pay [9] #100daysofcode,challenge [9] wish,luck [8] chemistry,algebra [8] algebra,homework [8] homework,essay [8] pay,assignment [8] assignment,due [8] 38,250 [8] 250,00 Top Word Pairs in Tweet in G7:
[76] #100daysofcode,day [74] day,swift [55] starting,#100daysofcode [55] #100daysofcode,challenge [55] wish,luck [32] data,science [30] python,data [29] hey,everyone [28] everyone,starting [28] challenge,today Top Word Pairs in Tweet in G8:
[87] #100daysofcode,#programming [33] #100daysofcode,#codenewbie [29] #gmtsocialnetworkmarketing,#goldenmoneyteam [29] #100daysofcode,#javascript [28] #agodmiami,#agodishiphop [26] #agodgmt,#100daysofcode [26] #programming,#codenewbie [25] #goldenmoneyteam,#agodgmt [24] #100daysofcode,#agodmiami [24] #programming,#developer Top Word Pairs in Tweet in G9:
[20] essay,pay [16] assignment,due [15] email,accuratewriters9 [15] accuratewriters9,gmail [14] essay,due [13] #javascript,email [12] due,#100daysofcode [12] #100daysofcode,#womenwhocode [12] software,engineer [12] sign,free Top Word Pairs in Tweet in G10:
[19] day,100 [19] #100daysofcode,#python [16] 100,اليوم [16] اليوم,تعلمت [16] تعلمت,كيف [16] كيف,استدعاء [16] استدعاء,الاوامر [16] الاوامر,من [16] من,المكتبة [16] المكتبة,#100daysofcode 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 Replied-To in G7:
Top Replied-To in G8:
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: