The graph represents a network of 1,139 Twitter users whose recent tweets contained "#ExtremeWeather", 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 Thursday, 07 October 2021 at 03:08 UTC.
The tweets in the network were tweeted over the 8-day, 16-hour, 15-minute period from Tuesday, 28 September 2021 at 09:51 UTC to Thursday, 07 October 2021 at 02:07 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 : 1139
Unique Edges : 2103
Edges With Duplicates : 550
Total Edges : 2653
Number of Edge Types : 5
Retweet : 939
MentionsInRetweet : 1037
Mentions : 177
Tweet : 486
Replies to : 14
Self-Loops : 489
Reciprocated Vertex Pair Ratio : 0.00444005920078934
Reciprocated Edge Ratio : 0.00884086444007859
Connected Components : 160
Single-Vertex Connected Components : 73
Maximum Vertices in a Connected Component : 400
Maximum Edges in a Connected Component : 1207
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.946222
Graph Density : 0.00157076706820493
Modularity : 0.578006
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,139 Twitter users whose recent tweets contained "#ExtremeWeather", 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 Thursday, 07 October 2021 at 03:08 UTC.
The tweets in the network were tweeted over the 8-day, 16-hour, 15-minute period from Tuesday, 28 September 2021 at 09:51 UTC to Thursday, 07 October 2021 at 02:07 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 : #ExtremeWeather
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:
[339] #art,#climatechange [339] #climatechangeart,#extremeweather [339] #extremeweather,#climatechangeaction [339] #climatechangeaction,#dystopia [331] grey,cross [331] cross,studios [331] studios,#art [297] unccd,unep [297] unep,unfccc [295] #extremeweather,respect Top Word Pairs in Tweet in G1:
[297] unccd,unep [297] unep,unfccc [295] #extremeweather,respect [295] respect,boundaries [295] boundaries,geography [295] geography,race [295] race,religion [295] religion,class [295] class,gender [295] gender,boundaries Top Word Pairs in Tweet in G2:
[195] พวกเราต,างกำล [195] างกำล,งเผช [195] งเผช,ญก [195] ญก,บผลกระทบจาก [195] บผลกระทบจาก,#extremeweather [195] #extremeweather,ต [195] ต,งแต [195] งแต,น [195] น,ำท [195] ำท,วมไปจนถ Top Word Pairs in Tweet in G3:
[91] mula,sa [91] sa,pagbaha [91] pagbaha,pag [91] pag,init [91] init,ng [91] ng,panahon [91] panahon,tunay [91] tunay,ramdam [91] ramdam,natin [91] natin,ang Top Word Pairs in Tweet in G4:
[339] #art,#climatechange [339] #climatechangeart,#extremeweather [339] #extremeweather,#climatechangeaction [339] #climatechangeaction,#dystopia [331] grey,cross [331] cross,studios [331] studios,#art [273] #climatechange,#climatechangeisreal [273] #climatechangeisreal,#climateaction [273] #climateaction,#climatechangeart Top Word Pairs in Tweet in G5:
[8] extreme,weather [7] climate,change [6] #climatechange,#extremeweather [5] #pakustv,#nyc [4] #discoverusa,#seeamerica [3] #extremeweather,events [3] #capitoltoyota,#toyotausa [3] #toyotausa,#ca [3] #nyc,#extremeweather [3] #extremeweather,#discoverusa Top Word Pairs in Tweet in G6:
[69] #noplanetb,#climateactionnow [69] #climateactionnow,#ecologicalcrisis [69] #ecologicalcrisis,#biodiversitycrisis [69] #biodiversitycrisis,#extremeweather [69] #extremeweather,#extremesealevelrise [69] #extremesealevelrise,#wildfires [69] #wildfires,#no2fossilfuels [69] #no2fossilfuels,#nonewinfurstrcture [69] #nonewinfurstrcture,#stopgreenwash [69] #stopgreenwash,#nomoreemptypromises Top Word Pairs in Tweet in G7:
[18] well,looking [18] looking,forward [18] forward,outrage [18] outrage,pritipatel [18] pritipatel,party [18] party,making [18] making,laws [18] laws,limiting [18] limiting,protest [18] protest,sort Top Word Pairs in Tweet in G8:
[2] cartoon,day [2] day,#extremeweather [2] #extremeweather,#climatechange [2] #climatechange,changing [2] changing,classic [2] classic,movies [2] movies,billbramhall [2] billbramhall,suekhi [2] suekhi,mohnaansari [2] mohnaansari,gfilms7 Top Word Pairs in Tweet in G9:
[13] week,ecmwf [13] ecmwf,opencharts [13] opencharts,celebrates [13] celebrates,first [13] first,birthday [13] birthday,users [13] users,over [13] over,world [13] world,benefit [13] benefit,free Top Word Pairs in Tweet in G10:
[5] #extremeweather,project [4] before,during [4] during,#extremeweather [4] #extremeweather,events [4] officialpartner,#extremeweather [4] social,listening [3] excited,share [3] share,partnered [3] partnered,officialpartner [3] project,better Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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: