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#mmchat_2017-09-13_14-32-00.xlsx
#mmchat_2017-09-13_14-32-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 13, 2017
Short Description:
#mmchat via NodeXL http://bit.ly/2eVTg49
@msmcmackin
@pjervis
@govconsme
@chrisstrub
@sheldon_payne
@missmalini
@madalynsklar

Description:
Description
The graph represents a network of 52 Twitter users whose tweets in the requested range contained "#mmchat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 13 September 2017 at 21:33 UTC.

The requested start date was Wednesday, 13 September 2017 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 10-day, 22-hour, 43-minute period from Friday, 01 September 2017 at 03:03 UTC to Tuesday, 12 September 2017 at 01:47 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 : 52
Unique Edges : 56
Edges With Duplicates : 68
Total Edges : 124
Self-Loops : 21
Reciprocated Vertex Pair Ratio : 0.0327868852459016
Reciprocated Edge Ratio : 0.0634920634920635
Connected Components : 8
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 36
Maximum Edges in a Connected Component : 61
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.918276
Graph Density : 0.0237556561085973
Modularity : 0.360139
NodeXL Version : 1.0.1.386

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[1] https://twitter.com/i/web/status/907415705259188230
[1] https://twitter.com/i/web/status/907396587256659968
[1] https://twitter.com/i/web/status/907383031614377984
[1] https://twitter.com/i/web/status/907376177723080704
[1] https://twitter.com/i/web/status/907006175434219520
[1] https://twitter.com/i/web/status/907280615673823233
[1] http://www.twitterliveevents.com/
[1] http://www.thesocialcmo.com/blog/2017/08/brand-vs-reputation/

Top URLs in Tweet in G1:
[1] https://twitter.com/i/web/status/907280615673823233
[1] https://twitter.com/i/web/status/907006175434219520
[1] https://twitter.com/i/web/status/907376177723080704
[1] https://twitter.com/i/web/status/907383031614377984

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/907415705259188230
[1] https://twitter.com/i/web/status/907396587256659968

Top URLs in Tweet in G6:
[1] http://www.thesocialcmo.com/blog/2017/08/brand-vs-reputation/

Top URLs in Tweet in G7:
[1] http://www.twitterliveevents.com/

Top Domains
Top Domains in Tweet in Entire Graph:
[6] twitter.com
[1] twitterliveevents.com
[1] thesocialcmo.com

Top Domains in Tweet in G1:
[4] twitter.com

Top Domains in Tweet in G2:
[2] twitter.com

Top Domains in Tweet in G6:
[1] thesocialcmo.com

Top Domains in Tweet in G7:
[1] twitterliveevents.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[64] mmchat
[12] socialleader
[12] twitterogchat
[12] foodieschat
[3] mysticmessenger
[3] jumin
[3] v
[3] zen
[3] jaehee
[3] mc



Top Hashtags in Tweet in G1:
[14] mmchat

Top Hashtags in Tweet in G2:
[5] mmchat

Top Hashtags in Tweet in G3:
[24] mmchat

Top Hashtags in Tweet in G4:
[1] mmchat

Top Hashtags in Tweet in G5:
[3] mysticmessenger
[3] mmchat
[3] jumin
[3] v
[3] zen
[3] jaehee
[3] mc
[3] yoosung
[3] saeyoung
[3] saeran

Top Hashtags in Tweet in G6:
[1] mmchat

Top Hashtags in Tweet in G7:
[14] mmchat
[12] socialleader
[12] twitterogchat
[12] foodieschat
[2] oz
[1] mondayblog
[1] socialmediaexperts
[1] socialmediatips
[1] socialmediatalk
[1] twitterchat

Top Hashtags in Tweet in G8:
[2] mondayblog
[2] blogchat
[2] smmanners
[2] smchat
[2] brandchat
[2] socialmediaexperts
[2] socialmediatips
[2] socialmediatalk
[2] mmchat

Top Words
Top Words in Tweet in Entire Graph:
[21] Words in Sentiment List#1: Positive
[11] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[839] Non-categorized Words
[871] Total Words
[64] mmchat
[24] missmalini
[21] marketing
[18] time
[18] barunsobtisays

Top Words in Tweet in G1:
[14] mmchat
[14] marketing
[12] social
[11] tonight
[11] listening
[7] gt
[6] 8pm
[6] est
[6] really
[6] incorporated

Top Words in Tweet in G2:
[7] msmcmackin
[6] marketing
[5] mmchat
[3] monday
[3] chatting
[3] whether
[3] really
[3] incorporated
[3] social
[3] listening

Top Words in Tweet in G3:
[24] missmalini
[24] mmchat
[18] barunsobtisays
[12] s
[8] really
[8] time
[4] doubt
[4] people
[4] forced
[4] kidding

Top Words in Tweet in G5:
[3] fun
[3] things
[3] autumn
[3] mysticmessenger
[3] mmchat
[3] jumin
[3] v
[3] zen
[3] jaehee
[3] mc

Top Words in Tweet in G7:
[14] mmchat
[12] today
[12] twitterchats
[12] socialleader
[12] twitterogchat
[12] foodieschat
[10] time
[2] india
[2] 5
[2] 30am

Top Words in Tweet in G8:
[2] mondayblog
[2] blogchat
[2] smmanners
[2] smchat
[2] brandchat
[2] socialmediaexperts
[2] socialmediatips
[2] socialmediatalk
[2] mmchat

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[18] barunsobtisays,missmalini
[14] social,listening
[12] today,twitterchats
[9] marketing,really
[9] really,incorporated
[9] incorporated,social
[7] mmchat,tonight
[7] tonight,8pm
[7] 8pm,est
[7] est,marketing

Top Word Pairs in Tweet in G1:
[11] social,listening
[6] mmchat,tonight
[6] tonight,8pm
[6] 8pm,est
[6] est,marketing
[6] marketing,social
[6] marketing,really
[6] really,incorporated
[6] incorporated,social
[4] thank,madalynsklar

Top Word Pairs in Tweet in G2:
[3] msmcmackin,marketing
[3] marketing,monday
[3] monday,chatting
[3] chatting,whether
[3] whether,marketing
[3] marketing,really
[3] really,incorporated
[3] incorporated,social
[3] social,listening
[3] listening,mmchat

Top Word Pairs in Tweet in G3:
[18] barunsobtisays,missmalini
[4] missmalini,really
[4] really,doubt
[4] doubt,mmchat
[4] missmalini,people
[4] people,forced
[4] forced,mmchat
[4] missmalini,kidding
[4] kidding,time
[4] time,s

Top Word Pairs in Tweet in G5:
[3] fun,things
[3] things,autumn
[3] autumn,mysticmessenger
[3] mysticmessenger,mmchat
[3] mmchat,jumin
[3] jumin,v
[3] v,zen
[3] zen,jaehee
[3] jaehee,mc
[3] mc,yoosung

Top Word Pairs in Tweet in G7:
[12] today,twitterchats
[6] socialleader,twitterogchat
[6] twitterogchat,foodieschat
[6] foodieschat,mmchat
[6] twitterogchat,socialleader
[6] socialleader,mmchat
[6] mmchat,foodieschat
[2] twitterchats,india
[2] india,time
[2] time,5

Top Word Pairs in Tweet in G8:
[2] mondayblog,blogchat
[2] blogchat,smmanners
[2] smmanners,smchat
[2] smchat,brandchat
[2] brandchat,socialmediaexperts
[2] socialmediaexperts,socialmediatips
[2] socialmediatips,socialmediatalk
[2] socialmediatalk,mmchat

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@missmalini
@barunsobtisays
@msmcmackin
@sheldon_payne
@madalynsklar
@philsiarri
@innonurse
@aknecht
@yoitssofiaa
@andrenoort

Top Mentioned in G1:
@madalynsklar
@msmcmackin
@yoitssofiaa
@waltrakowich
@stevecassady
@brilliantbryon
@aimermarketing
@bussavvysavant
@naomidunford
@mr_mcfly

Top Mentioned in G2:
@msmcmackin
@philsiarri
@innonurse
@sheldon_payne
@aknecht
@govconsme
@pjervis

Top Mentioned in G3:
@missmalini
@barunsobtisays

Top Mentioned in G4:
@msmcmackin
@chris_santiago_
@sheldon_payne
@andrenoort
@janettespeyer
@chrisstrub

Top Mentioned in G5:
@_pajiu

Top Mentioned in G6:
@jeffashcroft
@tedrubin

Top Mentioned in G8:
@growingsocials

Top Tweeters
Top Tweeters in Entire Graph:
@youbrandinc
@tedrubin
@madalynsklar
@unsaulicited
@missmalini
@stevecassady
@sittingpretty61
@chrisstrub
@jkatzaman
@aknecht

Top Tweeters in G1:
@youbrandinc
@madalynsklar
@unsaulicited
@stevecassady
@sittingpretty61
@jkatzaman
@mr_mcfly
@juiceboxca
@joshmccormack
@arunimasingh13

Top Tweeters in G2:
@aknecht
@pjervis
@govconsme
@innonurse
@sheldon_payne
@philsiarri

Top Tweeters in G3:
@missmalini
@yadav_kashmira
@maryamm99195239
@advayipkknd_
@barunsobtisays

Top Tweeters in G4:
@chrisstrub
@janettespeyer
@chris_santiago_
@andrenoort

Top Tweeters in G5:
@_pajiu
@hnihrt
@hollyknighto

Top Tweeters in G6:
@tedrubin
@tweetsmithers
@jeffashcroft

Top Tweeters in G7:
@travelingair
@kneaverchat
@twitliveevents

Top Tweeters in G8:
@growingsocials
@aditeesinghi