lrainie, Twitter, 2/7/2020 7:37:03 PM, 220677


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lrainie_2020-02-07_11-24-27.xlsx
lrainie_2020-02-07_11-24-27.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 07, 2020
Short Description:
lrainie via NodeXL http://bit.ly/2SmKJdS
@lrainie
@profhumphreys
@eileenrudden
@pewresearch
@jeanhammond
@erinearnst
@mbaur
@halavais
@pewinternet
@facttank

Top hashtags:
#learnlaunch2020
#righttobeforgotten
#election2020
#studentdebt
#highereducation
#k12
#edtech

Description:
Description
The graph represents a network of 102 Twitter users whose tweets in the requested range contained "lrainie", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 07 February 2020 at 19:24 UTC.

The requested start date was Friday, 07 February 2020 at 15:13 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 11-day, 3-hour, 22-minute period from Friday, 24 January 2020 at 16:02 UTC to Tuesday, 04 February 2020 at 19:24 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 : 102
Unique Edges : 154
Edges With Duplicates : 35
Total Edges : 189
Number of Edge Types : 4
MentionsInRetweet : 91
Mentions : 66
Replies to : 11
Tweet : 21
Self-Loops : 21
Reciprocated Vertex Pair Ratio : 0.049645390070922
Reciprocated Edge Ratio : 0.0945945945945946
Connected Components : 10
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 85
Maximum Edges in a Connected Component : 174
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.222863
Graph Density : 0.0143661424966026
Modularity : 0.399114
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 102 Twitter users whose tweets in the requested range contained "lrainie", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 07 February 2020 at 19:24 UTC.

The requested start date was Friday, 07 February 2020 at 15:13 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 11-day, 3-hour, 22-minute period from Friday, 24 January 2020 at 16:02 UTC to Tuesday, 04 February 2020 at 19:24 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 : lrainie
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:
[6] https://twitter.com/lrainie/status/1221888799057293313
[5] https://twitter.com/lrainie/status/1221891649913217024
[2] https://pewrsr.ch/2RN4YSV
[2] https://www.pewsocialtrends.org/?p=27814
[2] https://www.pewresearch.org/fact-tank/2020/01/27/most-americans-support-right-to-have-some-personal-info-removed-from-online-searches/
[2] https://twitter.com/lrainie/status/1221911898385526784
[2] https://www.pewresearch.org/topics/mobile/
[1] https://medill.az1.qualtrics.com/jfe/form/SV_3HFN7HHZ4yYqrKB
[1] https://pewrsr.ch/2GEgARV
[1] https://www.people-press.org/?p=20074182

Top URLs in Tweet in G1:
[2] https://www.pewresearch.org/topics/mobile/
[2] https://www.pewresearch.org/fact-tank/2020/01/27/most-americans-support-right-to-have-some-personal-info-removed-from-online-searches/
[2] https://www.pewsocialtrends.org/?p=27814
[1] https://www.pewresearch.org/pathways-2020/
[1] https://www.pewsocialtrends.org/2016/10/06/the-state-of-american-jobs/
[1] https://www.pewresearch.org/internet/2016/03/22/lifelong-learning-and-technology/
[1] https://pewrsr.ch/2uWonrz
[1] https://www.pewresearch.org/internet/2017/05/03/the-future-of-jobs-and-jobs-training/#LearnLaunch2020
[1] https://pewrsr.ch/2RN4YSV
[1] https://pewrsr.ch/2GEgARV

Top URLs in Tweet in G2:
[1] https://pewrsr.ch/2RN4YSV
[1] https://pewrsr.ch/3aBmfGd
[1] https://pewrsr.ch/38FpY3M
[1] https://pewrsr.ch/38Vve31
[1] https://www.journalism.org/2020/01/24/americans-are-divided-by-party-in-the-sources-they-turn-to-for-political-news/
[1] https://twitter.com/lrainie/status/1221891649913217024
[1] https://www.slideshare.net/canvas8/canvas8-expert-outlook-2020-223103498

Top URLs in Tweet in G3:
[1] https://pewrsr.ch/2XAwILK

Top URLs in Tweet in G4:
[1] https://medill.az1.qualtrics.com/jfe/form/SV_3HFN7HHZ4yYqrKB

Top URLs in Tweet in G5:
[1] https://twitter.com/plivings/status/1222884938799878144
[1] https://twitter.com/lrainie/status/1222886055705227265

Top URLs in Tweet in G6:
[5] https://twitter.com/lrainie/status/1221888799057293313

Top URLs in Tweet in G7:
[2] https://twitter.com/lrainie/status/1221891649913217024
[2] https://twitter.com/lrainie/status/1221911898385526784
[1] https://twitter.com/lrainie/status/877915506694512640
[1] https://www.axios.com/42-of-americans-under-8-have-their-own-tablet-1513306405-f46729bc-e223-4edf-a483-4b4bf56d3bc7.html

Top URLs in Tweet in G9:
[1] https://twitter.com/lrainie/status/1221891649913217024

Top URLs in Tweet in G10:
[1] https://twitter.com/lrainie/status/1221891649913217024

Top Domains
Top Domains in Tweet in Entire Graph:
[16] twitter.com
[11] pewrsr.ch
[7] pewresearch.org
[3] pewsocialtrends.org
[1] qualtrics.com
[1] people-press.org
[1] journalism.org
[1] axios.com
[1] slideshare.net

Top Domains in Tweet in G1:
[7] pewresearch.org
[6] pewrsr.ch
[3] pewsocialtrends.org
[1] people-press.org

Top Domains in Tweet in G2:
[4] pewrsr.ch
[1] journalism.org
[1] twitter.com
[1] slideshare.net

Top Domains in Tweet in G3:
[1] pewrsr.ch

Top Domains in Tweet in G4:
[1] qualtrics.com

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

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

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

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:
[21] learnlaunch2020
[6] righttobeforgotten
[3] election2020
[2] studentdebt
[2] highereducation
[1] k12
[1] edtech
[1] privacy
[1] dataprotection
[1] expertoutlook2020



Top Hashtags in Tweet in G1:
[16] learnlaunch2020
[2] election2020
[2] studentdebt
[2] highereducation
[1] privacy
[1] dataprotection
[1] k12

Top Hashtags in Tweet in G2:
[1] election2020
[1] expertoutlook2020

Top Hashtags in Tweet in G5:
[4] learnlaunch2020
[1] edtech

Top Hashtags in Tweet in G6:
[6] righttobeforgotten

Top Hashtags in Tweet in G8:
[1] learnlaunch2020

Top Words
Top Words in Tweet in Entire Graph:
[78] Words in Sentiment List#1: Positive
[59] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[2451] Non-categorized Words
[2588] Total Words
[51] lrainie
[38] pewresearch
[36] news
[29] data
[28] time

Top Words in Tweet in G1:
[21] americans
[16] #learnlaunch2020
[13] lrainie
[11] right
[9] news
[9] education
[9] info
[9] held
[8] majorities
[8] certain

Top Words in Tweet in G2:
[23] pewresearch
[23] news
[21] data
[21] lrainie
[20] politics
[19] steal
[19] scoop
[19] releasing
[19] datasets
[19] polls

Top Words in Tweet in G3:
[13] lrainie
[7] americans
[6] pewinternet
[5] facttank
[3] pewresearch
[2] 16
[2] used
[2] dna
[2] testing
[2] companies

Top Words in Tweet in G4:
[5] hi
[5] everyone
[5] wanted
[5] circulate
[5] survey
[5] one
[5] more
[5] time
[5] before
[5] close

Top Words in Tweet in G5:
[5] pewresearch
[4] #learnlaunch2020
[3] learnlaunch
[3] tools
[3] more
[3] lrainie
[3] tech
[2] need
[2] according
[2] 100

Top Words in Tweet in G6:
[6] appears
[6] emerging
[6] consensus
[6] around
[6] #righttobeforgotten
[5] halavais

Top Words in Tweet in G10:
[2] trust
[2] news
[2] source

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[21] steal,data
[21] data,scoop
[21] scoop,pewresearch
[21] pewresearch,releasing
[21] releasing,datasets
[21] datasets,politics
[21] politics,news
[21] news,polls
[21] polls,near
[21] near,time

Top Word Pairs in Tweet in G1:
[8] majorities,americans
[8] americans,right
[8] right,certain
[8] certain,info
[8] info,held
[8] held,people
[8] people,organizations
[8] organizations,permanently
[8] permanently,deleted
[7] lrainie,majorities

Top Word Pairs in Tweet in G2:
[19] lrainie,steal
[19] steal,data
[19] data,scoop
[19] scoop,pewresearch
[19] pewresearch,releasing
[19] releasing,datasets
[19] datasets,politics
[19] politics,news
[19] news,polls
[19] polls,near

Top Word Pairs in Tweet in G3:
[3] lrainie,pewinternet
[2] lrainie,facttank
[2] facttank,pewinternet
[2] lrainie,16
[2] 16,americans
[2] americans,used
[2] used,dna
[2] dna,testing
[2] testing,companies
[2] companies,discover

Top Word Pairs in Tweet in G4:
[5] hi,everyone
[5] everyone,wanted
[5] wanted,circulate
[5] circulate,survey
[5] survey,one
[5] one,more
[5] more,time
[5] time,before
[5] before,close
[5] close,looking

Top Word Pairs in Tweet in G5:
[2] #learnlaunch2020,lrainie
[2] highly,social

Top Word Pairs in Tweet in G6:
[6] appears,emerging
[6] emerging,consensus
[6] consensus,around
[6] around,#righttobeforgotten
[5] halavais,appears

Top Word Pairs in Tweet in G10:
[2] trust,news
[2] news,source

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@lrainie
@pewresearch
@pewinternet
@facttank
@halavais
@profhumphreys
@learnlaunch
@candeejamie
@brookeauxier
@amybaron1

Top Mentioned in G1:
@lrainie
@pewresearch
@pewinternet
@facttank
@pewjournalism
@candeejamie
@frankbritt
@amybaron1
@edmentum
@pewreligion

Top Mentioned in G2:
@pewresearch
@lrainie

Top Mentioned in G3:
@pewinternet
@lrainie
@facttank
@pewresearch
@brookeauxier
@deborahldwyer

Top Mentioned in G4:
@profhumphreys
@braydenk
@omar_lizardo
@kjhealy
@leehumphreys
@lrainie
@ndiakopoulos
@couldrynick

Top Mentioned in G5:
@pewresearch
@learnlaunch
@lrainie
@cengagelearning
@candeejamie
@edumentum
@facebook
@instagram
@snapchat

Top Mentioned in G6:
@halavais

Top Mentioned in G8:
@pennfoster
@learnlaunchx

Top Tweeters
Top Tweeters in Entire Graph:
@katherineislay
@davemc99ta
@margymaclibrary
@mojamesapted
@thegshift
@pewresearch
@tarkloon
@scottadamssays
@alreversesweep
@facttank

Top Tweeters in G1:
@katherineislay
@bymarquitabrown
@lsimonetta
@mikesgene
@ted18641
@pewreligion
@lrainie
@chris3edwards
@pewjournalism
@jeanneallen

Top Tweeters in G2:
@mojamesapted
@thegshift
@pewresearch
@alreversesweep
@crowleyreport
@asnowreports
@kevinallensmith
@mikejcorey
@pepdogsez
@abcronkhite

Top Tweeters in G3:
@facttank
@pewinternet
@sixtyninebot69
@uncparklib
@zerofucks247
@brookeauxier
@0xfece5
@robertamedia
@deborahldwyer
@schleichfreund

Top Tweeters in G4:
@omar_lizardo
@ndiakopoulos
@braydenk
@drgiesler
@couldrynick
@zeyneparsel
@profhumphreys
@leehumphreys
@cloarecjulien
@kjhealy

Top Tweeters in G5:
@facebook
@instagram
@cengagelearning
@learnlaunch
@eileenrudden
@snapchat
@erinearnst
@mbaur
@candeejamie
@edumentum

Top Tweeters in G6:
@michaelzimmer
@halavais
@volt4ire
@yaleprivacylab
@right2remove
@benlesire

Top Tweeters in G7:
@davemc99ta
@tarkloon
@mrgunn
@kaleoiki
@enriquestanz

Top Tweeters in G8:
@pennfoster
@learnlaunchx
@jeanhammond

Top Tweeters in G9:
@kianacoxphd
@cocarter2

Top Tweeters in G10:
@scottadamssays
@andreasshrugged


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