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ASONAM_2019-09-03_10-16-26.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
September 03, 2019
Short Description:
ASONAM via NodeXL http://bit.ly/2zIFBb9
@asonam_news
@rosmith11
@tylersnetwork
@dse_msu
@nodexl
@bradreeswork
@mstanojevic118
@rapidsai
@datametrician
@tomekdrabas

Top hashtags:
#asonam
#asonam2019
#datascience
#rapids
#nvidia
#textanalysis
#sna
#socialmedia

Description:
Description
The graph represents a network of 47 Twitter users whose recent tweets contained "ASONAM", 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 Tuesday, 03 September 2019 at 17:16 UTC.

The tweets in the network were tweeted over the 8-day, 1-hour, 50-minute period from Monday, 26 August 2019 at 13:17 UTC to Tuesday, 03 September 2019 at 15:08 UTC.

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


Overall Graph Metrics
Vertices : 47
Unique Edges : 71
Edges With Duplicates : 20
Total Edges : 91
Self-Loops : 7
Reciprocated Vertex Pair Ratio : 0.102941176470588
Reciprocated Edge Ratio : 0.186666666666667
Connected Components : 8
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 22
Maximum Edges in a Connected Component : 60
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.057416
Graph Density : 0.0346901017576318
Modularity : 0.589844
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[2] http://asonam.cpsc.ucalgary.ca/2019/FinalProgram.php
[1] http://asonam.cpsc.ucalgary.ca/2019/
[1] https://www.kaianalytics.com/post/how-social-media-can-be-mined-to-predict-our-behaviour-new-advances-in-social-networks-analysis
[1] http://www.cse.msu.edu/~derrtyle/papers/asonam19-congressional_vote_prediction.pdf
[1] https://arxiv.org/abs/1903.08136
[1] https://news.northwestern.edu/stories/2019/08/right-wing-whatsapp-users-in-brazil-are-louder-more-active-more-effective/
[1] http://web.eecs.umich.edu/~dkoutra/papers/19-ASONAM-HON_RepLearning.pdf

Top URLs in Tweet in G2:
[2] http://asonam.cpsc.ucalgary.ca/2019/FinalProgram.php

Top URLs in Tweet in G4:
[1] http://www.cse.msu.edu/~derrtyle/papers/asonam19-congressional_vote_prediction.pdf

Top URLs in Tweet in G6:
[1] http://web.eecs.umich.edu/~dkoutra/papers/19-ASONAM-HON_RepLearning.pdf

Top URLs in Tweet in G7:
[1] https://news.northwestern.edu/stories/2019/08/right-wing-whatsapp-users-in-brazil-are-louder-more-active-more-effective/

Top URLs in Tweet in G8:
[1] http://asonam.cpsc.ucalgary.ca/2019/
[1] https://www.kaianalytics.com/post/how-social-media-can-be-mined-to-predict-our-behaviour-new-advances-in-social-networks-analysis

Top URLs in Tweet in G9:
[1] https://arxiv.org/abs/1903.08136

Top Domains
Top Domains in Tweet in Entire Graph:
[3] ucalgary.ca
[1] kaianalytics.com
[1] msu.edu
[1] arxiv.org
[1] northwestern.edu
[1] umich.edu

Top Domains in Tweet in G2:
[2] ucalgary.ca

Top Domains in Tweet in G4:
[1] msu.edu

Top Domains in Tweet in G6:
[1] umich.edu

Top Domains in Tweet in G7:
[1] northwestern.edu

Top Domains in Tweet in G8:
[1] ucalgary.ca
[1] kaianalytics.com

Top Domains in Tweet in G9:
[1] arxiv.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[14] asonam
[6] asonam2019
[6] datascience
[4] rapids
[4] nvidia
[2] textanalysis
[2] sna
[2] socialmedia
[2] analytics
[2] bigdata



Top Hashtags in Tweet in G1:
[12] asonam
[4] rapids
[4] nvidia
[4] datascience
[1] scicom
[1] comsciconchi19
[1] asonam2019

Top Hashtags in Tweet in G2:
[2] sna
[2] socialmedia
[2] analytics
[2] bigdata
[2] datascience
[2] datavisualization
[2] thinklink
[1] vancouver
[1] asonam19
[1] nodexl

Top Hashtags in Tweet in G4:
[2] asonam2019

Top Hashtags in Tweet in G5:
[1] asonam2019

Top Hashtags in Tweet in G6:
[1] asonam2019

Top Hashtags in Tweet in G7:
[1] brazil

Top Hashtags in Tweet in G8:
[2] textanalysis
[1] asonam2019
[1] textmining

Top Hashtags in Tweet in G10:
[2] asonam
[1] css
[1] networkscience

Top Words
Top Words in Tweet in Entire Graph:
[29] Words in Sentiment List#1: Positive
[9] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1059] Non-categorized Words
[1097] Total Words
[34] 30
[22] tutorial
[18] asonam
[14] asonam_news
[14] #asonam

Top Words in Tweet in G1:
[12] #asonam
[12] going
[12] tutorial
[8] rapidsai
[6] asonam_news
[4] enjoy
[4] blogging
[4] attend
[4] 3
[4] 30

Top Words in Tweet in G2:
[30] 30
[10] tuesday
[10] 11
[10] 12
[10] 14
[10] 00
[10] 15
[10] tutorial
[10] ii
[10] introduction

Top Words in Tweet in G3:
[5] arcoíris
[5] asonam
[5] mal
[5] tiempo
[5] brillará
[5] cielo_razzo

Top Words in Tweet in G4:
[2] presenting
[2] paper
[2] multi
[2] factor
[2] congressional
[2] vote
[2] prediction
[2] week
[2] #asonam2019
[2] session

Top Words in Tweet in G5:
[5] phd
[5] student
[5] rahulpandeygmu
[5] presenting
[5] joint
[5] research
[5] work
[5] chatox
[5] hemant_pt
[5] modeling

Top Words in Tweet in G6:
[2] remember
[2] came
[2] prof
[2] danai
[2] koutra
[2] caleb
[2] belth
[2] fahad
[2] kamran
[2] donna

Top Words in Tweet in G7:
[2] more

Top Words in Tweet in G8:
[2] #textanalysis

Top Words in Tweet in G9:
[2] announcement
[2] 2
[2] vancouver
[2] presenting
[2] work
[2] debiasing
[2] community
[2] detection
[2] importance
[2] lowly

Top Words in Tweet in G10:
[2] #asonam

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[12] network,analysis
[10] 11,30
[10] 30,12
[10] 12,30
[10] 30,14
[10] 14,00
[10] 00,15
[10] 15,30
[10] tutorial,ii
[10] ii,introduction

Top Word Pairs in Tweet in G1:
[4] going,#asonam
[4] #asonam,enjoy
[4] enjoy,blogging
[4] blogging,attend
[4] attend,rapidsai
[4] rapidsai,tutorial
[4] tutorial,3
[4] 3,30
[4] 30,aug
[4] aug,27th

Top Word Pairs in Tweet in G2:
[10] 11,30
[10] 30,12
[10] 12,30
[10] 30,14
[10] 14,00
[10] 00,15
[10] 15,30
[10] tutorial,ii
[10] ii,introduction
[10] introduction,social

Top Word Pairs in Tweet in G3:
[5] arcoíris,asonam
[5] asonam,mal
[5] mal,tiempo
[5] tiempo,brillará
[5] brillará,cielo_razzo

Top Word Pairs in Tweet in G4:
[2] presenting,paper
[2] paper,multi
[2] multi,factor
[2] factor,congressional
[2] congressional,vote
[2] vote,prediction
[2] prediction,week
[2] week,#asonam2019
[2] #asonam2019,session
[2] session,4b

Top Word Pairs in Tweet in G5:
[5] phd,student
[5] student,rahulpandeygmu
[5] rahulpandeygmu,presenting
[5] presenting,joint
[5] joint,research
[5] research,work
[5] work,chatox
[5] chatox,hemant_pt
[5] hemant_pt,modeling
[5] modeling,human

Top Word Pairs in Tweet in G6:
[2] remember,came
[2] came,prof
[2] prof,danai
[2] danai,koutra
[2] koutra,caleb
[2] caleb,belth
[2] belth,fahad
[2] fahad,kamran
[2] kamran,donna
[2] donna,tjandra

Top Word Pairs in Tweet in G9:
[2] announcement,2
[2] 2,vancouver
[2] vancouver,presenting
[2] presenting,work
[2] work,debiasing
[2] debiasing,community
[2] community,detection
[2] detection,importance
[2] importance,lowly
[2] lowly,connected

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@asonam_news
@rapidsai
@rahulpandeygmu
@chatox
@hemant_pt
@cielo_razzo
@cjnolet
@hamidkarimi65
@tylersnetwork
@tangjiliang

Top Mentioned in G1:
@rapidsai
@asonam_news
@cjnolet
@mstanojevic118
@kristinalerman

Top Mentioned in G2:
@nodexl
@marc_smith

Top Mentioned in G3:
@cielo_razzo

Top Mentioned in G4:
@hamidkarimi65
@tylersnetwork
@tangjiliang
@msu_egr_news
@asonam_news

Top Mentioned in G5:
@rahulpandeygmu
@chatox
@hemant_pt
@asonam_news

Top Mentioned in G6:
@danaikoutra
@cbelth

Top Mentioned in G7:
@whatsapp
@northwesterneng
@asonam_news

Top Mentioned in G8:
@kaichang_kevin

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@jamaal1124
@ccprakay
@vivianfrancos
@rosmith11
@narvycrzz
@facu17rodriguez
@cielo_razzo
@marc_smith
@tomekdrabas

Top Tweeters in G1:
@tomekdrabas
@datametrician
@kristinalerman
@rapidsai
@asonam_news
@cjnolet
@pambilothomas
@bradreeswork
@mstanojevic118

Top Tweeters in G2:
@chidambara09
@ccprakay
@vivianfrancos
@marc_smith
@nodexl
@mrdoomtr
@connectedaction
@smr_foundation
@nodexl_mktng

Top Tweeters in G3:
@narvycrzz
@facu17rodriguez
@cielo_razzo
@rocidemarchi
@yesicammm
@lulypiojis

Top Tweeters in G4:
@msu_egr_news
@tylersnetwork
@tangjiliang
@hamidkarimi65
@dse_msu

Top Tweeters in G5:
@hemant_pt
@chatox
@rahulpandeygmu
@human_info_lab
@wayasas

Top Tweeters in G6:
@jamaal1124
@michigan_ai
@danaikoutra
@cbelth

Top Tweeters in G7:
@rosmith11
@northwesterneng
@whatsapp

Top Tweeters in G8:
@kaichang_kevin
@kaianalytics

Top Tweeters in G9:
@ashokkdeb
@ninarehmehrabi

Top Tweeters in G10:
@masaomi_kimura
@abagavat


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