pew internet, Twitter, 3/20/2020 11:40:13 PM, 223345


FAQ | Problem?

pew internet_2020-03-20_11-47-37.xlsx
pew internet_2020-03-20_11-47-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 20, 2020
Short Description:
pew internet via NodeXL https://bit.ly/3bcwLD8
@drrepstein
@carolndosi
@the_bass_cannon
@pewstates
@ilhanmn
@mrsniki1998
@an_catherine
@midvale1945
@curiofangirl
@pranaysghost

Top hashtags:
#democracy
#pew
#tech
#broadband
#iot
#mirai
#fbot
#hajime
#ilovemeoutnow

Description:
Description
The graph represents a network of 195 Twitter users whose tweets in the requested range contained "pew internet", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 20 March 2020 at 18:47 UTC.

The requested start date was Friday, 20 March 2020 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 13-day, 18-hour, 47-minute period from Friday, 06 March 2020 at 05:08 UTC to Thursday, 19 March 2020 at 23:55 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 : 195
Unique Edges : 183
Edges With Duplicates : 4
Total Edges : 187
Number of Edge Types : 4
Tweet : 54
Mentions : 29
MentionsInRetweet : 88
Replies to : 16
Self-Loops : 54
Reciprocated Vertex Pair Ratio : 0.00769230769230769
Reciprocated Edge Ratio : 0.0152671755725191
Connected Components : 70
Single-Vertex Connected Components : 30
Maximum Vertices in a Connected Component : 38
Maximum Edges in a Connected Component : 40
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.677484
Graph Density : 0.00346286016389109
Modularity : 0.780563
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 195 Twitter users whose tweets in the requested range contained "pew internet", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 20 March 2020 at 18:47 UTC.

The requested start date was Friday, 20 March 2020 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 13-day, 18-hour, 47-minute period from Friday, 06 March 2020 at 05:08 UTC to Thursday, 19 March 2020 at 23:55 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 : pew internet
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:
[4] https://www.pewresearch.org/fact-tank/2020/03/16/as-schools-close-due-to-the-coronavirus-some-u-s-students-face-a-digital-homework-gap/
[4] https://www.pewresearch.org/internet/2020/02/21/many-tech-experts-say-digital-disruption-will-hurt-democracy/
[3] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[3] https://open.spotify.com/track/2IHLaN6wwYKQ3S24NsQqpA?si=XSaGeGyaSbOcc2rI9v-PEw
[2] https://www.washingtonpost.com/technology/2020/03/16/schools-internet-inequality-coronavirus/
[2] https://www.pewresearch.org/internet/fact-sheet/mobile/
[2] https://dy.si/XiZ9e
[1] https://chert-poberi.ru/interestnoe/kakim-budet-internet-cherez-50-let.html
[1] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2019/state-broadband-policy-explorer
[1] https://www.pewtrusts.org/en/research-and-analysis/reports/2020/02/how-states-are-expanding-broadband-access

Top URLs in Tweet in G1:
[1] https://www.pewresearch.org/internet/2020/02/21/concerns-about-democracy-in-the-digital-age/

Top URLs in Tweet in G2:
[3] https://www.pewresearch.org/fact-tank/2020/03/16/as-schools-close-due-to-the-coronavirus-some-u-s-students-face-a-digital-homework-gap/
[2] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[1] https://www.wired.it/attualita/politica/2020/03/06/internet-effetti-democrazia-studi/
[1] https://www.pewresearch.org/internet/2020/02/21/many-tech-experts-say-digital-disruption-will-hurt-democracy/
[1] https://time.com/5803355/schools-coronavirus-internet-access/?amp=true&__twitter_impression=true
[1] https://brndventure.com/social-media/the-top-5-reasons-you-need-social-media-marketing/
[1] https://www.pewresearch.org/internet/2019/10/09/americans-and-digital-knowledge/
[1] https://internetdo.com/internet/some-us-students-lack-home-internet-or-computer-for-homework-pew-research-center.html
[1] http://libraries.pewinternet.org/2012/04/04/the-rise-of-e-reading/
[1] https://www.pewresearch.org/fact-tank/2020/03/16/as-schools-close-due-to-the-coronavirus-some-u-s-students-face-a-digital-homework-gap/?utm_source=morning_brew

Top URLs in Tweet in G4:
[1] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2019/state-broadband-policy-explorer
[1] https://www.pewtrusts.org/en/research-and-analysis/reports/2020/02/how-states-are-expanding-broadband-access
[1] https://twitter.com/POLITICOPro/status/1240652245701521409
[1] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/02/25/taxing-internet-ads-could-raise-lots-of-money-but-doubts-persist
[1] https://www.pewtrusts.org/research-and-analysis/reports/2020/02/how-states-are-expanding-broadband-access

Top URLs in Tweet in G7:
[1] https://www.pewresearch.org/internet/2017/07/11/experiencing-online-harassment/

Top URLs in Tweet in G10:
[1] https://twitter.com/TonyRomm/status/1239538401021431809

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[41] democracy
[40] pew
[40] tech
[4] broadband
[3] iot
[3] mirai
[3] fbot
[3] hajime
[3] ilovemeoutnow
[2] telehealth



Top Hashtags in Tweet in G1:
[40] pew
[40] tech
[40] democracy
[1] ai
[1] surveillance
[1] china
[1] beafraid

Top Hashtags in Tweet in G2:
[1] berniebros
[1] chsanthro11
[1] digitale
[1] democrazia
[1] letstalk_bathopele
[1] internet
[1] clickbait
[1] reality
[1] covid19
[1] branding

Top Hashtags in Tweet in G4:
[2] telehealth
[2] broadband
[1] coronavirus
[1] infrastructure
[1] copolitics

Top Words
Top Words in Tweet in Entire Graph:
[72] Words in Sentiment List#1: Positive
[72] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[4160] Non-categorized Words
[4304] Total Words
[99] pew
[95] research
[88] internet
[54] one
[45] tech

Top Words in Tweet in G1:
[40] #pew
[40] research
[40] asked
[40] 000
[40] tech
[40] experts
[40] including
[40] future
[40] #tech
[40] impact

Top Words in Tweet in G2:
[32] pew
[25] internet
[22] research
[12] center
[8] according
[7] home
[6] online
[6] percent
[6] computer
[6] lack

Top Words in Tweet in G3:
[13] finds
[13] internet
[12] pew
[12] survey
[12] six
[12] african
[12] countries
[12] usage
[12] high
[12] youth

Top Words in Tweet in G4:
[4] high
[4] speed
[4] internet
[3] reliable
[3] more
[3] remote
[2] #telehealth
[2] relies
[2] availability
[2] connections

Top Words in Tweet in G5:
[3] internet
[2] hltvorg
[2] forzegg
[2] complexity
[2] poizon
[2] issues

Top Words in Tweet in G6:
[6] age
[6] 18
[4] ilhanmn
[4] pew
[4] internet
[4] 29
[3] research
[3] center
[3] access
[3] 97

Top Words in Tweet in G7:
[3] harassment
[2] online

Top Words in Tweet in G10:
[5] data
[4] known
[4] homework
[4] gap
[4] show
[4] many
[4] one
[4] five
[4] students
[4] lack

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[51] pew,research
[40] #pew,research
[40] research,asked
[40] asked,000
[40] 000,tech
[40] tech,experts
[40] experts,including
[40] including,future
[40] future,#tech
[40] #tech,impact

Top Word Pairs in Tweet in G1:
[40] #pew,research
[40] research,asked
[40] asked,000
[40] 000,tech
[40] tech,experts
[40] experts,including
[40] including,future
[40] future,#tech
[40] #tech,impact
[40] impact,#democracy

Top Word Pairs in Tweet in G2:
[19] pew,research
[12] research,center
[5] according,pew
[5] students,lack
[5] lack,home
[5] home,internet
[5] internet,computer
[5] computer,homework
[5] homework,pew
[3] internet,users

Top Word Pairs in Tweet in G3:
[13] finds,internet
[12] pew,survey
[12] survey,six
[12] six,african
[12] african,countries
[12] countries,finds
[12] internet,usage
[12] usage,high
[12] high,youth
[12] youth,good

Top Word Pairs in Tweet in G4:
[4] high,speed
[3] speed,reliable
[3] reliable,internet
[2] #telehealth,relies
[2] relies,availability
[2] availability,high
[2] internet,connections
[2] connections,21
[2] 21,million
[2] million,americans

Top Word Pairs in Tweet in G5:
[2] hltvorg,forzegg
[2] forzegg,complexity
[2] internet,issues

Top Word Pairs in Tweet in G6:
[6] age,18
[3] ilhanmn,pew
[3] pew,research
[3] research,center
[3] center,internet
[3] internet,access
[3] access,97
[3] 97,americans
[3] americans,age
[3] 18,98

Top Word Pairs in Tweet in G10:
[4] known,homework
[4] homework,gap
[4] gap,data
[4] data,show
[4] show,many
[4] many,one
[4] one,five
[4] five,students
[4] students,lack
[4] lack,internet

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@drrepstein
@carolndosi
@tonyromm
@2vanssay
@pewstates
@cultureodignity
@hltvorg
@forzegg
@complexity
@facttank

Top Mentioned in G1:
@drrepstein

Top Mentioned in G3:
@carolndosi

Top Mentioned in G4:
@pewstates
@an_catherine
@espovich

Top Mentioned in G5:
@hltvorg
@forzegg
@complexity

Top Mentioned in G6:
@jack_veritas
@ilhanmn

Top Mentioned in G7:
@marcusdutton7
@esportslaw
@interro

Top Mentioned in G8:
@salmoanella1
@time

Top Mentioned in G9:
@cinqenfant11
@macbrunson

Top Mentioned in G10:
@tonyromm

Top Tweeters
Top Tweeters in Entire Graph:
@owlwoman911_
@geoff_deweaver
@anzers
@jchapman1729
@suzanneinlgb
@fowlazule
@time
@tinu
@evewhite5500
@carolndosi

Top Tweeters in G1:
@owlwoman911_
@geoff_deweaver
@anzers
@evewhite5500
@say3738
@tarrimarkel
@lynette530
@qudrone1
@tosfalla3
@tami04527232

Top Tweeters in G2:
@jchapman1729
@fowlazule
@tinu
@chert_poberi_ru
@mollyhendrixx
@llodocom
@k_r_n_o
@delaossaco
@gwdbis3
@adamkyeboah

Top Tweeters in G3:
@carolndosi
@iambrighton1
@uyannabenntemba
@pambafc
@shilinde_
@davemaseko1
@racqreyc
@jr_masaki
@colomatiz
@mlaueli

Top Tweeters in G4:
@suzanneinlgb
@pewstates
@espovich
@an_catherine
@gwdc

Top Tweeters in G5:
@hltvorg
@complexity
@pew_pewcsgo
@forzegg
@l1nkaxerz

Top Tweeters in G6:
@cindybarnettusa
@ilhanmn
@carolderyke
@jack_veritas
@tomkeyes20

Top Tweeters in G7:
@esportslaw
@the_bass_cannon
@interro
@marcusdutton7
@jschunumba2

Top Tweeters in G8:
@time
@salmoanella1
@midvale1945
@izzy_in_ottawa

Top Tweeters in G9:
@cinqenfant11
@macbrunson
@mrsniki1998
@mah2217

Top Tweeters in G10:
@zcrgrl_resist
@b_sputnik
@europa_aurora
@tonyromm


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.