Emerson Collective, Twitter, 3/20/2019 8:57:00 PM, 191085


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Emerson Collective_2019-03-20_13-52-00.xlsx
Emerson Collective_2019-03-20_13-52-00.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
March 20, 2019
Short Description:
Emerson Collective via NodeXL http://bit.ly/2U3KVkU
@emcollective
@kadajoza
@rubycramer
@bemky
@prof_katz
@raffi
@dianne_emerson
@christianmeh1
@davidsirota
@isaacdovere

Top hashtags:
#twitter
#uber
#dnc
#edtech
#venezuela
#cwagora

Description:
Description
The graph represents a network of 80 Twitter users whose recent tweets contained "Emerson Collective", 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 Wednesday, 20 March 2019 at 20:52 UTC.

The tweets in the network were tweeted over the 9-day, 3-hour, 2-minute period from Monday, 11 March 2019 at 15:33 UTC to Wednesday, 20 March 2019 at 18:35 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 : 80
Unique Edges : 91
Edges With Duplicates : 3
Total Edges : 94
Self-Loops : 8
Reciprocated Vertex Pair Ratio : 0.0117647058823529
Reciprocated Edge Ratio : 0.0232558139534884
Connected Components : 15
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 14
Maximum Edges in a Connected Component : 22
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.555866
Graph Density : 0.0136075949367089
Modularity : 0.809077
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[1] https://www.gifct.org/
[1] https://twitter.com/TwitterSafety/status/1106609501271015424
[1] http://oneplayradio.com
[1] https://www.buzzfeednews.com/article/mattberman/beto-orourke-hacker-writing
[1] https://www.instagram.com/p/BvASQ4tHMMv/?utm_source=ig_twitter_share&igshid=9nt8i4ax59ek
[1] https://www.buzzfeed.com/rubycramer/dnc-cto-raffi-krikorian-leaving
[1] https://www.buzzfeednews.com/article/rubycramer/dnc-cto-raffi-krikorian-leaving
[1] https://www.emersoncollective.com/articles/2018/12/demo-day-18?utm_source=Twitter&utm_medium=BPI&utm_campaign=Demo%20Day&utm_content=Video
[1] https://www.linkedin.com/jobs/cap/view/1136488993/?pathWildcard=1136488993&trk=mcm

Top URLs in Tweet in G1:
[1] https://www.linkedin.com/jobs/cap/view/1136488993/?pathWildcard=1136488993&trk=mcm
[1] https://www.emersoncollective.com/articles/2018/12/demo-day-18?utm_source=Twitter&utm_medium=BPI&utm_campaign=Demo%20Day&utm_content=Video

Top URLs in Tweet in G3:
[1] https://www.buzzfeed.com/rubycramer/dnc-cto-raffi-krikorian-leaving
[1] https://www.buzzfeednews.com/article/rubycramer/dnc-cto-raffi-krikorian-leaving

Top URLs in Tweet in G6:
[1] https://www.gifct.org/
[1] https://twitter.com/TwitterSafety/status/1106609501271015424

Top URLs in Tweet in G7:
[1] https://www.buzzfeednews.com/article/mattberman/beto-orourke-hacker-writing

Top URLs in Tweet in G9:
[1] https://www.instagram.com/p/BvASQ4tHMMv/?utm_source=ig_twitter_share&igshid=9nt8i4ax59ek
[1] http://oneplayradio.com

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[13] twitter
[13] uber
[13] dnc
[4] edtech
[1] venezuela
[1] cwagora



Top Hashtags in Tweet in G1:
[4] edtech
[1] cwagora

Top Hashtags in Tweet in G2:
[13] twitter
[13] uber
[13] dnc

Top Hashtags in Tweet in G7:
[1] venezuela

Top Words
Top Words in Tweet in Entire Graph:
[32] Words in Sentiment List#1: Positive
[24] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1469] Non-categorized Words
[1525] Total Words
[25] collective
[24] dnc
[22] emerson
[22] raffi
[22] two

Top Words in Tweet in G1:
[14] emcollective
[9] emerson
[8] happens
[8] bring
[8] together
[8] investigative
[8] journalists
[8] community
[8] organizers
[8] entrepreneurs

Top Words in Tweet in G2:
[13] raffi
[13] krikorian
[13] 40
[13] worked
[13] executive
[13] twitter
[13] uber
[13] before
[13] signing
[13] dnc

Top Words in Tweet in G3:
[11] dnc
[10] rubycramer
[9] raffi
[9] silicon
[9] valley
[9] official
[9] joined
[9] nearly
[9] two
[9] years

Top Words in Tweet in G4:
[3] isaacdovere
[3] atlantic
[3] laurene
[3] powell
[3] jobs
[3] davidsirota
[2] emerson
[2] collective
[2] follow
[2] money

Top Words in Tweet in G6:
[3] w
[2] we've
[2] close
[2] coordination
[2] facebook
[2] google
[2] microsoft
[2] global
[2] internet
[2] forum

Top Words in Tweet in G7:
[4] collective
[2] dianne_emerson
[2] yes
[2] war
[2] psychedelic
[2] warlord

Top Words in Tweet in G9:
[2] emerson
[2] collective

Top Words in Tweet in G10:
[4] eu
[2] revoke
[2] article
[2] 50
[2] happens
[2] remain
[2] protection
[2] provides
[2] albeit
[2] egg

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[16] emerson,collective
[13] raffi,krikorian
[13] krikorian,40
[13] 40,worked
[13] worked,executive
[13] executive,twitter
[13] twitter,uber
[13] uber,before
[13] before,signing
[13] signing,dnc

Top Word Pairs in Tweet in G1:
[8] happens,bring
[8] bring,together
[8] together,investigative
[8] investigative,journalists
[8] journalists,community
[8] community,organizers
[8] organizers,entrepreneurs
[8] entrepreneurs,artists
[7] emcollective,happens
[7] artists,humani

Top Word Pairs in Tweet in G2:
[13] raffi,krikorian
[13] krikorian,40
[13] 40,worked
[13] worked,executive
[13] executive,twitter
[13] twitter,uber
[13] uber,before
[13] before,signing
[13] signing,dnc
[13] dnc,depart

Top Word Pairs in Tweet in G3:
[9] raffi,silicon
[9] silicon,valley
[9] valley,official
[9] official,joined
[9] joined,dnc
[9] dnc,nearly
[9] nearly,two
[9] two,years
[9] years,ago
[9] ago,overhaul

Top Word Pairs in Tweet in G4:
[3] laurene,powell
[2] emerson,collective
[2] isaacdovere,davidsirota
[2] davidsirota,follow
[2] follow,money
[2] money,centrist
[2] centrist,power
[2] power,structure
[2] structure,laurene
[2] powell,jobs

Top Word Pairs in Tweet in G6:
[2] we've,close
[2] close,coordination
[2] coordination,w
[2] w,facebook
[2] facebook,google
[2] google,microsoft
[2] microsoft,global
[2] global,internet
[2] internet,forum
[2] forum,counter

Top Word Pairs in Tweet in G7:
[2] psychedelic,warlord

Top Word Pairs in Tweet in G10:
[2] revoke,article
[2] article,50
[2] 50,happens
[2] happens,remain
[2] remain,eu
[2] eu,protection
[2] protection,eu
[2] eu,provides
[2] provides,albeit
[2] albeit,egg

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@emcollective
@kadajoza
@rubycramer
@raffi
@andykarsner
@davidsirota
@ceraweek
@isaacdovere
@facebook
@google

Top Mentioned in G1:
@emcollective
@andykarsner
@ceraweek

Top Mentioned in G2:
@kadajoza

Top Mentioned in G3:
@rubycramer
@raffi
@mr_berman

Top Mentioned in G4:
@davidsirota
@isaacdovere
@mgranville1
@berniesanders
@steinbruck

Top Mentioned in G5:
@palan57
@meetthepress
@arneduncan
@dianeravitch
@rweingarten

Top Mentioned in G6:
@facebook
@google
@microsoft
@policy

Top Mentioned in G8:
@linearprobe
@petergeorgiades
@lucyallan

Top Mentioned in G10:
@welshgasdoc

Top Tweeters
Top Tweeters in Entire Graph:
@patrioticcindy
@kadajoza
@sds_sunlight
@buzzfeednews
@lisasmith4680
@nugslilsis
@rweingarten
@welshgasdoc
@katherinemiller
@nourinv

Top Tweeters in G1:
@nugslilsis
@scalarhumanity
@kasokim
@mediafunders
@vincedaily
@audeliavasquez
@emcollective
@ceraweek
@elisa_schmidt
@hiphiphipjorge

Top Tweeters in G2:
@patrioticcindy
@kadajoza
@lisasmith4680
@robinhood0010
@catherinekirby
@stephphilip8
@lovemyyorkie14
@rnmomof7
@ladylibertyinex
@framfred1

Top Tweeters in G3:
@sds_sunlight
@buzzfeednews
@katherinemiller
@nourinv
@henryjgomez
@rubycramer
@mr_berman
@alexis_levinson
@nancyscola
@hodgesmr

Top Tweeters in G4:
@mgranville1
@isaacdovere
@donotwriteback1
@theatlpolitics
@berniesanders
@steinbruck
@bemky
@davidsirota

Top Tweeters in G5:
@rweingarten
@leoniehaimson
@dianeravitch
@meetthepress
@palan57
@prof_katz
@arneduncan

Top Tweeters in G6:
@google
@josh_emerson
@microsoft
@facebook
@policy

Top Tweeters in G7:
@eshalegal
@0nlraptor
@hacker_fadia
@dianne_emerson
@politicalmemes5

Top Tweeters in G8:
@linearprobe
@wayne11212
@lucyallan
@christianmeh1
@petergeorgiades

Top Tweeters in G9:
@oneplayradio
@gail_emerson
@dr_collective

Top Tweeters in G10:
@welshgasdoc
@chris_emerson


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