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#SMChat_2020-05-01_23-06-27.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
May 02, 2020
Short Description:
#SMChat via NodeXL https://bit.ly/2YpTGYt
@creativesage
@edutopia
@anyadmitrieff
@trees4lifecan
@janicemandel
@elanaleoni
@drescigno
@sordo_madaleno
@margitdash
@ambercadabra

Top hashtags:
#smchat
#socialmedia
#sm
#coronavirus
#cybersecurity
#hr
#worktrends
#covid19

Description:
Description
The graph represents a network of 61 Twitter users whose tweets in the requested range contained "#SMChat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 02 May 2020 at 06:06 UTC.

The requested start date was Saturday, 02 May 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 90-day, 12-hour, 36-minute period from Saturday, 01 February 2020 at 05:26 UTC to Friday, 01 May 2020 at 18:03 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


Overall Graph Metrics
Vertices : 61
Unique Edges : 40
Edges With Duplicates : 144
Total Edges : 184
Number of Edge Types : 5
Replies to : 3
Mentions : 70
Tweet : 84
Retweet : 9
MentionsInRetweet : 18
Self-Loops : 84
Reciprocated Vertex Pair Ratio : 0.0350877192982456
Reciprocated Edge Ratio : 0.0677966101694915
Connected Components : 14
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 27
Maximum Edges in a Connected Component : 132
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.777278
Graph Density : 0.016120218579235
Modularity : 0.299171
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 61 Twitter users whose tweets in the requested range contained "#SMChat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 02 May 2020 at 06:06 UTC.

The requested start date was Saturday, 02 May 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 90-day, 12-hour, 36-minute period from Saturday, 01 February 2020 at 05:26 UTC to Friday, 01 May 2020 at 18:03 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 : GraphServerTwitterSearch
Graph Term : #SMChat
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 Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[2] https://www.fox21online.com/2020/03/09/organizations-work-to-make-social-media-more-accessible-to-those-with-disabilities/
[2] http://trib.al/3krfC6l
[1] https://twitter.com/i/web/status/1256283112176332800
[1] https://paper.li/CreativeSage/SMchat?edition_id=3a785b50-8aa3-11ea-9b87-0cc47a0d15fd
[1] https://paper.li/CreativeSage/SMchat?edition_id=e2500b00-8910-11ea-9b87-0cc47a0d15fd
[1] https://twitter.com/i/web/status/1255005582827937792
[1] https://paper.li/CreativeSage/SMchat?edition_id=6c7d3010-6a6b-11ea-8843-0cc47a0d15fd
[1] https://paper.li/CreativeSage/SMchat?edition_id=17c32b80-68d9-11ea-893a-0cc47a0d15fd
[1] https://twitter.com/i/web/status/1240147673522614274
[1] https://paper.li/CreativeSage/SMchat?edition_id=f36c93e0-59ea-11ea-893a-0cc47a0d15fd

Top URLs in Tweet in G1:
[1] https://paper.li/CreativeSage/SMchat?edition_id=3a785b50-8aa3-11ea-9b87-0cc47a0d15fd
[1] https://paper.li/CreativeSage/SMchat?edition_id=700434a0-44b3-11ea-ae35-0cc47a0d15fd
[1] https://twitter.com/i/web/status/1223477775107067909
[1] https://paper.li/CreativeSage/SMchat?edition_id=38120190-4a98-11ea-8afd-0cc47a0d15fd
[1] https://paper.li/CreativeSage/SMchat?edition_id=dfcb7b50-4afc-11ea-8afd-0cc47a0d15fd
[1] https://paper.li/CreativeSage/SMchat?edition_id=7578e6b0-4b61-11ea-8afd-0cc47a0d15fd
[1] https://paper.li/CreativeSage/SMchat?edition_id=8cc8aac0-4c2a-11ea-8afd-0cc47a0d15fd
[1] https://paper.li/CreativeSage/SMchat?edition_id=c7250f00-4cf3-11ea-8571-0cc47a0d15fd
[1] https://paper.li/CreativeSage/SMchat?edition_id=e3b8f040-4dbc-11ea-8571-0cc47a0d15fd
[1] https://paper.li/CreativeSage/SMchat?edition_id=756015a0-4e21-11ea-8571-0cc47a0d15fd

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1243172581865402375
[1] http://trib.al/3krfC6l

Top URLs in Tweet in G3:
[2] https://www.fox21online.com/2020/03/09/organizations-work-to-make-social-media-more-accessible-to-those-with-disabilities/
[1] https://twitter.com/i/web/status/1238221627516731392
[1] https://twitter.com/i/web/status/1241067476739330049
[1] https://twitter.com/i/web/status/1241086946165829632
[1] https://y7eRGQbqUuPwZdv5KWZRg.now8.site
[1] https://twitter.com/i/web/status/1247928077793087494

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1256283112176332800

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1255302314807693313
[1] https://twitter.com/i/web/status/1250481346952257537
[1] https://twitter.com/i/web/status/1252757519480610820

Top URLs in Tweet in G7:
[1] https://paper.li/Trees4LifeCan/1494516701?edition_id=d3f7cb80-58ad-11ea-99c6-002590a5ba2d
[1] http://trib.al/3krfC6l

Top URLs in Tweet in G8:
[1] https://paper.li/MargitDash/1494585011?edition_id=51924930-56f1-11ea-af91-002590a5ba2d

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1250599809540657153

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1250364686316511233

Top Domains
Top Domains in Tweet in Entire Graph:
[127] paper.li
[32] twitter.com
[2] fox21online.com
[2] trib.al
[1] now8.site

Top Domains in Tweet in G1:
[125] paper.li
[21] twitter.com

Top Domains in Tweet in G2:
[1] twitter.com
[1] trib.al

Top Domains in Tweet in G3:
[4] twitter.com
[2] fox21online.com
[1] now8.site

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[3] twitter.com

Top Domains in Tweet in G7:
[1] paper.li
[1] trib.al

Top Domains in Tweet in G8:
[1] paper.li

Top Domains in Tweet in G9:
[1] twitter.com

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[140] smchat
[127] socialmedia
[125] sm
[13] coronavirus
[11] cybersecurity
[9] hr
[8] worktrends
[8] covid19
[6] advancechat
[5] ai



Top Hashtags in Tweet in G1:
[125] smchat
[125] sm
[125] socialmedia
[13] coronavirus
[11] cybersecurity
[9] hr
[8] worktrends
[8] covid19
[5] ai
[5] futureofwork

Top Hashtags in Tweet in G2:
[6] advancechat
[1] smchat

Top Hashtags in Tweet in G3:
[2] smchat
[1] highered
[1] givingday
[1] socmed
[1] social
[1] disabilities
[1] phonesession
[1] phonesex
[1] chat
[1] voicechat

Top Hashtags in Tweet in G4:
[1] smchat

Top Hashtags in Tweet in G5:
[1] smchat

Top Hashtags in Tweet in G6:
[5] smchat

Top Hashtags in Tweet in G7:
[2] smchat
[1] thankyoulibrarians

Top Hashtags in Tweet in G8:
[1] smchat
[1] facebook

Top Hashtags in Tweet in G9:
[2] socialmedia
[2] marketing
[2] twitterchat
[1] brandchat

Top Hashtags in Tweet in G10:
[1] smchat

Top Words
Top Words in Tweet in Entire Graph:
[23] Words in Sentiment List#1: Positive
[7] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[1890] Non-categorized Words
[1920] Total Words
[140] #smchat
[127] latest
[127] daily
[127] #socialmedia
[125] creativesage

Top Words in Tweet in G1:
[125] latest
[125] creativesage
[125] smchat
[125] daily
[125] #smchat
[125] #sm
[125] #socialmedia
[63] thanks
[13] #coronavirus
[11] #cybersecurity

Top Words in Tweet in G2:
[6] join
[6] really
[6] excited
[6] next
[6] week's
[6] #advancechat
[6] known
[6] elanaleoni
[6] early
[6] edutopia

Top Words in Tweet in G3:
[3] media
[2] social
[2] organizations
[2] work
[2] make
[2] more
[2] accessible
[2] those
[2] #smchat

Top Words in Tweet in G5:
[2] johnwlewis

Top Words in Tweet in G6:
[5] #smchat
[3] podríamos
[2] sordo_madaleno
[2] buscamos
[2] respuestas
[2] creativas
[2] atender
[2] aislamiento
[2] casa
[2] saber

Top Words in Tweet in G7:
[2] #smchat

Top Words in Tweet in G9:
[2] twitter
[2] chats
[2] utiles
[2] marketing
[2] today's
[2] #socialmedia
[2] #marketing
[2] #twitterchat
[2] list
[2] wednesday

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[125] latest,creativesage
[125] creativesage,smchat
[125] smchat,daily
[125] daily,#smchat
[125] #smchat,#sm
[125] #sm,#socialmedia
[63] #socialmedia,thanks
[7] #socialmedia,#coronavirus
[6] thanks,cacildanc
[6] join,really

Top Word Pairs in Tweet in G1:
[125] latest,creativesage
[125] creativesage,smchat
[125] smchat,daily
[125] daily,#smchat
[125] #smchat,#sm
[125] #sm,#socialmedia
[63] #socialmedia,thanks
[7] #socialmedia,#coronavirus
[6] thanks,cacildanc
[5] #socialmedia,#worktrends

Top Word Pairs in Tweet in G2:
[6] join,really
[6] really,excited
[6] excited,next
[6] next,week's
[6] week's,#advancechat
[6] #advancechat,known
[6] known,elanaleoni
[6] elanaleoni,early
[6] early,edutopia
[6] edutopia,days

Top Word Pairs in Tweet in G3:
[2] social,media
[2] organizations,work
[2] work,make
[2] media,more
[2] more,accessible
[2] accessible,those

Top Word Pairs in Tweet in G6:
[2] sordo_madaleno,#smchat
[2] #smchat,buscamos
[2] buscamos,respuestas
[2] respuestas,creativas
[2] creativas,atender
[2] atender,aislamiento
[2] aislamiento,casa
[2] casa,saber
[2] saber,cómo
[2] cómo,diseño

Top Word Pairs in Tweet in G9:
[2] twitter,chats
[2] chats,utiles
[2] utiles,marketing
[2] marketing,today's
[2] today's,#socialmedia
[2] #socialmedia,#marketing
[2] #marketing,#twitterchat
[2] #twitterchat,list
[2] list,wednesday

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@creativesage
@edutopia
@cacildanc
@elanaleoni
@drescigno
@ideasurge
@atownley
@krcraft
@alexschleber
@phylliskhare

Top Mentioned in G1:
@creativesage
@cacildanc
@ideasurge
@krcraft
@atownley
@alexschleber
@cathrynhrudicka
@joekikta
@dc2fla
@phylliskhare

Top Mentioned in G2:
@elanaleoni
@edutopia
@drescigno

Top Mentioned in G4:
@inagarten
@bonniestern

Top Mentioned in G5:
@johnwlewis

Top Mentioned in G6:
@sordo_madaleno

Top Mentioned in G7:
@spkowalski
@anyadmitrieff
@edutopia

Top Mentioned in G8:
@cikedmarketing
@wtemplefdn

Top Mentioned in G9:
@nico_1199_

Top Mentioned in G10:
@bonganiurban

Top Tweeters
Top Tweeters in Entire Graph:
@rebeccabardess
@ambercadabra
@creativesage
@digitalsista
@robynmcintyre
@cacildanc
@teachwithsoul
@ideasurge
@edutopia
@autom8

Top Tweeters in G1:
@rebeccabardess
@ambercadabra
@creativesage
@digitalsista
@robynmcintyre
@cacildanc
@ideasurge
@cathrynhrudicka
@innovate
@krcraft

Top Tweeters in G2:
@teachwithsoul
@edutopia
@elanaleoni
@drescigno
@insightadvance
@drmichaelmoody
@lachesschesser

Top Tweeters in G3:
@cacpgt_wrerc
@thomchesney
@cacpgt
@youngcuckoldre1
@silasairkingiv

Top Tweeters in G4:
@smexaminer
@bonniestern
@janicemandel
@inagarten

Top Tweeters in G5:
@autom8
@johnwlewis
@sourcepov

Top Tweeters in G6:
@sordoana
@mariodeniro
@sordo_madaleno

Top Tweeters in G7:
@spkowalski
@trees4lifecan
@anyadmitrieff

Top Tweeters in G8:
@margitdash
@wtemplefdn
@cikedmarketing

Top Tweeters in G9:
@cyberzizo
@nico_1199_

Top Tweeters in G10:
@heazysa
@bonganiurban


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