#lthechat, Twitter, 10/25/2019 3:33:32 PM, 214260


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#lthechat Twitter NodeXL SNA Map and Report for Friday, 25 October 2019 at 15:22 UTC
#lthechat Twitter NodeXL SNA Map and Report for Friday, 25 October 2019 at 15:22 UTC
From:
scottturneruon
Uploaded on:
October 25, 2019
Short Description:
#lthechat via NodeXL http://bit.ly/3679VLm
@lthechat
@kiusum
@nomadwarmachine
@leefallin
@racephil
@tavoer8
@margymaclibrary
@francesbell
@scottturneruon
@sheilmcn

Top hashtags:
#lthechat
#femedtech
#legonutscigradgoesphd
#abl
#phdlife
#phdchat
#socmedhe19

Description:
Description
The graph represents a network of 258 Twitter users whose recent tweets contained "#lthechat", 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 Friday, 25 October 2019 at 15:22 UTC.

The tweets in the network were tweeted over the 9-day, 0-hour, 8-minute period from Wednesday, 16 October 2019 at 14:55 UTC to Friday, 25 October 2019 at 15:04 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 : 281
Unique Edges : 781
Edges With Duplicates : 1740
Total Edges : 2521
Number of Edge Types : 4
Mentions : 1382
Retweet : 332
Replies to : 537
Tweet : 270
Self-Loops : 272
Reciprocated Vertex Pair Ratio : 0.157397691500525
Reciprocated Edge Ratio : 0.271985494106981
Connected Components : 5
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 277
Maximum Edges in a Connected Component : 2517
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.843965
Graph Density : 0.0140188103711235
Modularity : 0.239638
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 258 Twitter users whose recent tweets contained "#lthechat", 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 Friday, 25 October 2019 at 15:22 UTC.

The tweets in the network were tweeted over the 9-day, 0-hour, 8-minute period from Wednesday, 16 October 2019 at 14:55 UTC to Friday, 25 October 2019 at 15:04 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 : #lthechat
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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[7] http://lthechat.com
[7] https://lthechat.com/
[5] https://wke.lt/w/s/AR3647
[4] http://bit.ly/2MIU8JK
[4] https://twitter.com/LTHEchat/status/1187081504842829824
[4] https://hawksey.info/tagsexplorer/?key=1O90iPcO7sUF3egvyfbw5ZA-1am-PfDX1CPlFfCEeaA4&gid=400689247
[3] http://bit.ly/361UWCi
[3] https://lthechat.com/2019/10/20/lthechat-156-simulation-as-an-assessment-tool-to-promote-authentic-learning-in-higher-education-with-gustavo-espinoza-ramas-tavoer8/
[3] https://twitter.com/LTHEchat/status/1187051055311392768
[3] https://twitter.com/LTHEchat/status/1187091319270903814

Top URLs in Tweet in G1:
[7] https://lthechat.com/
[5] http://lthechat.com
[4] https://hawksey.info/tagsexplorer/?key=1O90iPcO7sUF3egvyfbw5ZA-1am-PfDX1CPlFfCEeaA4&gid=400689247
[3] https://wke.lt/w/s/AR3647
[3] https://twitter.com/LTHEchat/status/1187081504842829824
[2] http://lthechat.com/tweetchat-help/
[2] https://lthechat.com/tweetchat-help/
[2] https://lthechat.com
[2] https://twitter.com/LTHEchat/status/1184544540100706305
[2] https://twitter.com/CheMichael7/status/1184551492772155392

Top URLs in Tweet in G2:
[3] http://bit.ly/2MIU8JK
[2] http://bit.ly/361UWCi
[2] https://lthechat.com/2019/10/14/lthechat-155-extending-communities-through-networks-and-frameworks-with-femedtech-femedtech/
[2] https://wke.lt/w/s/AR3647
[1] https://twitter.com/KiuSum/status/1183671933633777664?s=19
[1] https://twitter.com/KiuSum/status/1180117042822881281?s=19
[1] https://twitter.com/KiuSum/status/1181306659127345158?s=19
[1] https://twitter.com/LTHEchat/status/1184549571210272768
[1] https://twitter.com/KiuSum/status/1176520037672345600?s=19
[1] https://twitter.com/compoundchem/status/1186968766053343232

Top URLs in Tweet in G3:
[2] http://lornamcampbell.org/higher-education/lthechat-extending-communities-through-networks-and-frameworks/
[2] https://open.ed.ac.uk/openness-equality-and-inclusion/
[1] https://twitter.com/lthechat/status/1184554604106833924
[1] https://twitter.com/LTHEchat/status/1184557120672239617
[1] http://lthechat.com

Top URLs in Tweet in G4:
[2] https://twitter.com/lthechat/status/1184544540100706305
[1] https://twitter.com/S_J_Lancaster/status/1184546432143024129
[1] https://twitter.com/lthechat/status/1187086286173065216
[1] https://twitter.com/kateawright/status/1187094517905797120
[1] https://twitter.com/simonrae/status/1187094939395641349
[1] https://twitter.com/lthechat/status/1184549571210272768
[1] https://twitter.com/LTHEchat/status/1187051055311392768
[1] https://twitter.com/sheilmcn/status/1184574531677147145

Top URLs in Tweet in G5:
[1] http://bit.ly/361UWCi
[1] https://twitter.com/_sjpeace_/status/1186654340087533569
[1] https://twitter.com/Jessifer/status/1186678693063745538
[1] https://twitter.com/LTHEchat/status/1187051055311392768
[1] https://twitter.com/racephil/status/1187090094274088965
[1] https://twitter.com/safiabarikzai/status/1187092544766795776
[1] http://epsassets.manchester.ac.uk/structural-concepts/
[1] https://twitter.com/LTHEchat/status/1186190383337766912?s=20
[1] http://lthechat.com

Top URLs in Tweet in G6:
[3] https://alejandroarmellini.wordpress.com/2019/07/17/abl-blog-post-july-2019/
[1] https://twitter.com/alejandroa/status/606786887198646272

Top URLs in Tweet in G7:
[1] https://twitter.com/lthechat/status/1187091319270903814
[1] https://twitter.com/lthechat/status/1187081504842829824
[1] https://twitter.com/lthechat/status/1187088803799822337
[1] https://twitter.com/jlwestwood/status/1187090293910364160
[1] https://twitter.com/lthechat/status/1187093835706523649

Top URLs in Tweet in G9:
[1] https://twitter.com/iainmacl/status/1184555526002266112
[1] https://twitter.com/LTHEchat/status/1184562153958924289
[1] https://twitter.com/kjhaxton/status/1184558247195348992

Top URLs in Tweet in G10:
[1] https://www.advance-he.ac.uk/news-and-views/graduates-world-change

Top Domains
Top Domains in Tweet in Entire Graph:
[97] twitter.com
[28] lthechat.com
[8] bit.ly
[6] ac.uk
[5] hawksey.info
[5] wke.lt
[3] wordpress.com
[2] nodexlgraphgallery.org
[2] youtube.com
[2] femedtech.net

Top Domains in Tweet in G1:
[44] twitter.com
[21] lthechat.com
[5] hawksey.info
[3] wke.lt
[2] youtube.com
[2] femedtech.net
[1] bit.ly
[1] vimeo.com
[1] politicsandwar.com
[1] nationstates.net

Top Domains in Tweet in G2:
[27] twitter.com
[6] bit.ly
[4] lthechat.com
[2] nodexlgraphgallery.org
[2] wke.lt
[1] scientificamerican.com
[1] blogspot.com
[1] ac.uk
[1] youtu.be
[1] ow.ly

Top Domains in Tweet in G3:
[2] lornamcampbell.org
[2] ac.uk
[2] twitter.com
[1] lthechat.com

Top Domains in Tweet in G4:
[9] twitter.com

Top Domains in Tweet in G5:
[6] twitter.com
[1] bit.ly
[1] ac.uk
[1] lthechat.com

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

Top Domains in Tweet in G7:
[5] twitter.com

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

Top Domains in Tweet in G10:
[1] ac.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[819] lthechat
[126] femedtech
[32] legonutscigradgoesphd
[24] abl
[19] phdlife
[11] phdchat
[11] socmedhe19
[6] advancehe_chat
[6] edtech
[5] academicchatter



Top Hashtags in Tweet in G1:
[527] lthechat
[81] femedtech
[5] edtech
[3] equality
[2] feminist
[2] diverse
[2] eddev
[2] loveld
[1] advancehe_chat
[1] jiscexperts19

Top Hashtags in Tweet in G2:
[144] lthechat
[32] legonutscigradgoesphd
[31] femedtech
[19] phdlife
[11] phdchat
[9] socmedhe19
[4] academicchatter
[4] moleday
[3] studentengagement
[3] wearewestminster

Top Hashtags in Tweet in G3:
[20] lthechat
[12] femedtech
[2] openscot
[2] ukoer
[2] oer
[1] twitterstorians
[1] openaccess
[1] abrelatam
[1] opengovernment
[1] civictech

Top Hashtags in Tweet in G4:
[53] lthechat
[1] socmedhe19
[1] femedtech
[1] simulation
[1] edum127

Top Hashtags in Tweet in G5:
[25] lthechat
[4] altc
[1] socmedhe
[1] notallsuperheroeswearcapes
[1] socmedhe19
[1] structuralconcepts
[1] academicchatter

Top Hashtags in Tweet in G6:
[33] lthechat
[23] abl
[1] tel
[1] highered

Top Hashtags in Tweet in G7:
[5] lthechat

Top Hashtags in Tweet in G8:
[1] lthechat
[1] femedtech

Top Hashtags in Tweet in G9:
[4] lthechat
[1] consult
[1] discuss
[1] bitcoina
[1] bitcoin
[1] blockhain
[1] price
[1] currency
[1] money

Top Hashtags in Tweet in G10:
[5] lthechat
[2] advancehe_chat

Top Words
Top Words in Tweet in Entire Graph:
[1034] Words in Sentiment List#1: Positive
[473] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[26968] Non-categorized Words
[28475] Total Words
[998] #lthechat
[333] lthechat
[211] simulation
[178] #femedtech
[158] learning

Top Words in Tweet in G1:
[632] #lthechat
[241] lthechat
[147] simulation
[112] #femedtech
[98] learning
[93] students
[86] assessment
[80] a1
[59] a2
[56] s

Top Words in Tweet in G2:
[169] #lthechat
[65] lthechat
[42] #femedtech
[36] leefallin
[35] #legonutscigradgoesphd
[28] femedtech
[26] simulation
[24] nomadwarmachine
[24] kiusum
[22] #phdlife

Top Words in Tweet in G3:
[37] #lthechat
[19] community
[17] #femedtech
[14] open
[13] a3
[12] mostly
[12] data
[10] great
[10] latin
[10] vrodes

Top Words in Tweet in G4:
[63] #lthechat
[24] simulation
[18] s
[12] learning
[11] many
[10] people
[9] real
[8] t
[8] a2
[7] students

Top Words in Tweet in G5:
[38] #lthechat
[11] one
[8] lthechat
[8] experience
[8] looking
[8] learning
[7] assessment
[7] s
[7] dear
[7] a_l_t

Top Words in Tweet in G6:
[42] #lthechat
[28] #abl
[15] online
[13] learning
[12] t
[11] students
[11] classroom
[10] active
[10] blended
[9] l

Top Words in Tweet in G7:
[5] #lthechat
[3] simulation
[3] student
[2] learning
[2] a4

Top Words in Tweet in G9:
[4] #lthechat
[3] cena
[2] t
[2] agree
[2] dolarów

Top Words in Tweet in G10:
[5] #lthechat
[4] world
[4] blog
[4] #advancehe_chat
[3] prepare
[3] graduates
[3] ourselves
[3] change
[3] check
[3] out

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[150] #lthechat,#femedtech
[57] read,blog
[53] authentic,learning
[52] simulation,assessment
[52] assessment,tool
[52] tool,promote
[52] promote,authentic
[50] learning,higher
[50] higher,education
[50] education,gustavo

Top Word Pairs in Tweet in G1:
[94] #lthechat,#femedtech
[42] read,blog
[37] authentic,learning
[36] simulation,assessment
[36] assessment,tool
[36] tool,promote
[36] promote,authentic
[35] #lthechat,156
[35] 156,simulation
[35] learning,higher

Top Word Pairs in Tweet in G2:
[35] #lthechat,#femedtech
[19] #legonutscigradgoesphd,#phdlife
[12] leefallin,femedtech
[12] sheilmcn,andrewmid
[12] andrewmid,racephil
[12] racephil,lornamcampbell
[12] kiusum,leefallin
[11] lifesciwestmin,uniwestlib
[11] uniwestlib,halehmoravej
[11] halehmoravej,metmunch

Top Word Pairs in Tweet in G3:
[14] #lthechat,#femedtech
[10] vrodes,nopiedra
[10] nopiedra,prigon
[10] prigon,virbrussa
[10] virbrussa,manupodetti
[10] escueladedatos,alteclat
[10] alteclat,tedicpy
[9] a3,mostly
[9] mostly,opened
[9] opened,latin

Top Word Pairs in Tweet in G4:
[6] #lthechat,#femedtech
[6] many,people
[4] real,world
[4] a3,whole
[4] whole,special
[4] special,mention
[4] mention,suewatling
[4] suewatling,work
[4] work,digital
[4] digital,exclusion

Top Word Pairs in Tweet in G5:
[7] dear,a_l_t
[7] a_l_t,lthechat
[7] lthechat,folk
[7] folk,anyone
[7] anyone,experience
[7] experience,organising
[7] organising,remote
[7] remote,presenting
[7] presenting,conferences
[7] conferences,looking

Top Word Pairs in Tweet in G6:
[8] #lthechat,#abl
[6] blended,learning
[6] active,blended
[5] outside,classroom
[4] beckmccarter,andrewmid
[4] combines,sense
[4] sense,making
[4] making,activities
[4] activities,focused
[4] l,l

Top Word Pairs in Tweet in G7:
[2] #lthechat,a4

Top Word Pairs in Tweet in G10:
[3] prepare,graduates
[3] graduates,ourselves
[3] ourselves,world
[3] world,change
[3] change,check
[3] check,out
[3] out,blog
[3] blog,join
[3] join,#lthechat
[3] #lthechat,#advancehe_chat

Top Replied-To
Top Replied-To in Entire Graph:
@lthechat
@nomadwarmachine
@srowett
@racephil
@neilwithnell
@leefallin
@digisim
@kateawright
@bevgibbs
@santanuvasant

Top Replied-To in G1:
@lthechat
@nomadwarmachine
@srowett
@kateawright
@neilwithnell
@katiepiatt
@racephil
@santanuvasant
@leefallin
@s_j_lancaster

Top Replied-To in G2:
@lthechat
@nomadwarmachine
@kiusum
@leefallin
@scottturneruon
@neilwithnell
@racephil
@bevgibbs
@kjhaxton
@socmedhe

Top Replied-To in G3:
@lthechat
@leefallin
@nomadwarmachine
@fidaisyg
@marendeepwell
@jatenas

Top Replied-To in G4:
@nomadwarmachine
@lthechat
@marendeepwell
@safiabarikzai
@suebecks
@profdcotton
@kateawright
@sheilmcn
@james_youdale
@simonrae

Top Replied-To in G5:
@racephil
@socmedhe
@lthechat
@profsallybrown
@lilianmina

Top Replied-To in G6:
@digisim
@lthechat
@beckmccarter
@srowett
@alejandroa
@profsallybrown
@tavoer8

Top Replied-To in G8:
@lthechat

Top Replied-To in G10:
@lthechat

Top Mentioned
Top Mentioned in Entire Graph:
@lthechat
@tavoer8
@femedtech
@leefallin
@nomadwarmachine
@kiusum
@sheilmcn
@ifstnews
@andrewmid
@stitchinoz

Top Mentioned in G1:
@lthechat
@tavoer8
@marendeepwell
@nomadwarmachine
@warwicklanguage
@bunhill
@femedtech
@stitchinoz
@kateawright
@seda_uk_

Top Mentioned in G2:
@lthechat
@leefallin
@femedtech
@ifstnews
@nomadwarmachine
@kiusum
@lifesciwestmin
@sheilmcn
@uniwestlib
@suebecks

Top Mentioned in G3:
@vrodes
@nopiedra
@prigon
@virbrussa
@manupodetti
@escueladedatos
@alteclat
@tedicpy
@wikimediauk
@wikiwomeninred

Top Mentioned in G4:
@suewatling
@lthechat
@tavoer8
@kiusum
@nomadwarmachine
@scholastic_rat
@krheyam
@azumahcarol
@max_a_hope
@richmondbridge

Top Mentioned in G5:
@a_l_t
@lthechat
@strathbiomedeng
@suebecks
@sfaulknerpando
@tavoer8
@profsallybrown
@uom_mace
@larkindc
@marese_cit

Top Mentioned in G6:
@andrewmid
@cwaterhouse_e
@lthechat
@alejandroa

Top Mentioned in G7:
@susimulation
@uclansocialwork
@debbie_ford1

Top Mentioned in G8:
@jennypickerill
@fieldsdesiree
@sheffieldgeog

Top Mentioned in G10:
@hack_kay

Top Tweeters
Top Tweeters in Entire Graph:
@mjoehlerich
@tressiemcphd
@btkrth
@academicchatter
@rafranzdavis
@prisonculture
@womened
@fidaisyg
@scalarhumanity
@margymaclibrary

Top Tweeters in G1:
@womened
@bali_maha
@warwicklanguage
@iainmacl
@jamesclay
@s_j_lancaster
@sheilmcn
@gravesle
@doc_kristy
@drfrancesryan

Top Tweeters in G2:
@mjoehlerich
@btkrth
@academicchatter
@scalarhumanity
@grammasheri
@scottturneruon
@suebecks
@chrissinerantzi
@livinginhope
@mhawksey

Top Tweeters in G3:
@nopiedra
@onlinecrslady
@lornamcampbell
@vrodes
@wikiwomeninred
@wikimediauk
@wikipedia
@antiqueight
@tedicpy
@coteducation

Top Tweeters in G4:
@tressiemcphd
@rafranzdavis
@prisonculture
@margymaclibrary
@valeriabrownedu
@bonstewart
@richmondbridge
@hypervisible
@azumahcarol
@shanavwhite

Top Tweeters in G5:
@fidaisyg
@karenmca
@profsallybrown
@a_l_t
@edgehill
@chbergma
@sfaulknerpando
@limor_raviv
@uom_mace
@marese_cit

Top Tweeters in G6:
@andrewmid
@alejandroa
@beckmccarter
@iltatun

Top Tweeters in G7:
@jlwestwood
@uclansocialwork
@susimulation
@debbie_ford1

Top Tweeters in G8:
@fieldsdesiree
@sheffieldgeog
@jennypickerill
@mrgsheffield

Top Tweeters in G9:
@laurapasquini
@anortcliffe
@kimkdo
@spideex

Top Tweeters in G10:
@cjrw
@hack_kay
@kathyadvancehe


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