lrainie, Twitter, 10/13/2022 2:17:34 AM, 282752


FAQ | Problem?

lrainie_2022-10-12_19-14-56.xlsx
lrainie_2022-10-12_19-14-56.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 13, 2022
Short Description:
lrainie via NodeXL https://bit.ly/3fS5uxk
@lrainie
@tania120491
@seobrien
@sofia82245660
@pewresearch
@5genlegacy
@jldastin
@pewinternet
@mtfaverio
@jjj5819

Top hashtags:
#reutersmomentum
#metaconnect
#whales
#twitterscannftname
#crypto
#airdrop
#futureofwork

Description:
Description
The graph represents a network of 55 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 Thursday, 13 October 2022 at 02:14 UTC.

The requested start date was Thursday, 13 October 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 12-day, 18-hour, 55-minute period from Friday, 30 September 2022 at 00:09 UTC to Wednesday, 12 October 2022 at 19:05 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 : 55
Unique Edges : 55
Edges With Duplicates : 88
Total Edges : 143
Number of Edge Types : 5
Replies to : 13
Mentions : 43
MentionsInRetweet : 46
Retweet : 28
Tweet : 13
Self-Loops : 13
Reciprocated Vertex Pair Ratio : 0.0493827160493827
Reciprocated Edge Ratio : 0.0941176470588235
Connected Components : 3
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 53
Maximum Edges in a Connected Component : 141
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.314479
Graph Density : 0.0286195286195286
Modularity : 0.294782
NodeXL Version : 1.0.1.506
Data Import : The graph represents a network of 55 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 Thursday, 13 October 2022 at 02:14 UTC.

The requested start date was Thursday, 13 October 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 12-day, 18-hour, 55-minute period from Friday, 30 September 2022 at 00:09 UTC to Wednesday, 12 October 2022 at 19:05 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:
[3] https://www.pewresearch.org/fact-tank/2022/10/05/more-americans-are-joining-the-cashless-economy/
[2] https://www.pewresearch.org/fact-tank/2022/10/07/hispanic-enrollment-reaches-new-high-at-four-year-colleges-in-the-u-s-but-affordability-remains-an-obstacle/
[2] https://twitter.com/lrainie/status/1577691782753783809
[2] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[2] https://twitter.com/lrainie/status/1577691240199593987
[1] https://www.reuters.com/technology/reuters-momentum-roblox-says-policing-virtual-world-is-like-shutting-down-2022-10-11/
[1] https://www.pewresearch.org/fact-tank/2022/10/06/populists-in-europe-especially-those-on-the-right-have-increased-their-vote-shares-in-recent-elections/
[1] https://www.pewresearch.org/internet/2022/06/30/the-metaverse-in-2040/
[1] https://pewrsr.ch/3EcJ8kh
[1] https://twitter.com/lrainie/status/1579875604354433029

Top URLs in Tweet in G1:
[1] https://pewrsr.ch/3EcJ8kh
[1] https://pewrsr.ch/3SWu8uU
[1] https://twitter.com/reutersmomentum/status/1579846599077158914
[1] https://twitter.com/lrainie/status/1577691240199593987

Top URLs in Tweet in G2:
[3] https://www.pewresearch.org/fact-tank/2022/10/05/more-americans-are-joining-the-cashless-economy/
[2] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[2] https://www.pewresearch.org/fact-tank/2022/10/07/hispanic-enrollment-reaches-new-high-at-four-year-colleges-in-the-u-s-but-affordability-remains-an-obstacle/
[1] https://twitter.com/GalenStocking/status/1578035814705291265
[1] https://www.pewresearch.org/fact-tank/2022/09/08/payment-apps-like-venmo-and-cash-app-bring-convenience--and-security-concerns--to-some-users/
[1] https://www.pewresearch.org/fact-tank/2022/08/23/46-of-americans-who-have-invested-in-cryptocurrency-say-its-done-worse-than-expected/
[1] https://twitter.com/MonicaRAnders/status/1577696397045923841
[1] https://www.pewresearch.org/internet/2022/06/30/the-metaverse-in-2040/
[1] https://www.pewresearch.org/fact-tank/2022/10/06/populists-in-europe-especially-those-on-the-right-have-increased-their-vote-shares-in-recent-elections/

Top URLs in Tweet in G3:
[2] https://twitter.com/lrainie/status/1577691782753783809

Top URLs in Tweet in G4:
[1] https://twitterscan.com?inviteCode=e530A

Top URLs in Tweet in G7:
[1] https://www.reuters.com/technology/reuters-momentum-roblox-says-policing-virtual-world-is-like-shutting-down-2022-10-11/

Top URLs in Tweet in G8:
[1] http://www.pewinternet.org/2017/05/03/the-future-of-jobs-and-jobs-training/

Top URLs in Tweet in G9:
[1] https://twitter.com/lrainie/status/1577691240199593987
[1] https://twitter.com/lrainie/status/1579875604354433029

Top Domains
Top Domains in Tweet in Entire Graph:
[11] pewresearch.org
[8] twitter.com
[2] pewrsr.ch
[1] reuters.com
[1] twitterscan.com
[1] pewinternet.org

Top Domains in Tweet in G1:
[2] pewrsr.ch
[2] twitter.com

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

Top Domains in Tweet in G3:
[2] twitter.com

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

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

Top Domains in Tweet in G8:
[1] pewinternet.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[12] reutersmomentum
[1] metaconnect
[1] whales
[1] twitterscannftname
[1] crypto
[1] airdrop
[1] futureofwork
[1] automation
[1] robotics
[1] artificialintelligence



Top Hashtags in Tweet in G1:
[1] reutersmomentum

Top Hashtags in Tweet in G2:
[9] reutersmomentum
[1] metaconnect

Top Hashtags in Tweet in G4:
[1] whales
[1] twitterscannftname
[1] crypto
[1] airdrop

Top Hashtags in Tweet in G5:
[1] reutersmomentum

Top Hashtags in Tweet in G7:
[1] reutersmomentum

Top Hashtags in Tweet in G8:
[1] futureofwork
[1] automation
[1] robotics
[1] artificialintelligence
[1] algorithm
[1] workplace
[1] training

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[15] more,americans
[15] lrainie,more
[15] americans,joining
[11] 41,adults
[11] joining,cashlessâ
[11] pewresearch,findings
[11] today,41
[11] cashlessâ,economy
[11] adults,typical
[11] economy,pewresearch

Top Word Pairs in Tweet in G1:
[11] lrainie,more
[10] joining,cashlessâ
[10] americans,joining
[10] adults,typical
[10] pewresearch,findings
[10] 41,adults
[10] findings,today
[10] economy,pewresearch
[10] typical,weekâ
[10] cashlessâ,economy

Top Word Pairs in Tweet in G2:
[5] under,age
[5] half,adults
[5] 50,really
[5] cash,lots
[5] really,worry
[5] having,cash
[5] adults,under
[5] age,50
[5] much,having
[5] more,half

Top Word Pairs in Tweet in G3:
[4] mtfaverio,pewinternet
[4] joining,cashless
[4] economy,mtfaverio
[4] more,americans
[4] cashless,economy
[4] americans,joining
[3] colleenamcclain,more

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pewresearch
@lrainie
@pewinternet
@mtfaverio
@topherwhite
@colleenamcclain
@roblox
@pewidentity
@nick_p34
@jldastin

Top Mentioned in G1:
@pewresearch
@lrainie

Top Mentioned in G2:
@pewresearch
@lrainie
@pewinternet
@topherwhite
@pewidentity
@jldastin
@roblox
@seobrien
@mtfaverio
@mhugolopez

Top Mentioned in G3:
@mtfaverio
@pewinternet
@colleenamcclain
@lrainie

Top Mentioned in G4:
@metascanpro
@lrainie
@lismalika3
@ngabunga

Top Mentioned in G5:
@onlyonesandeep
@cbre
@bayareawriter

Top Mentioned in G6:
@nick_p34
@lrainie

Top Mentioned in G7:
@roblox
@dawnc331

Top Mentioned in G8:
@lrainie
@jannaq
@pewresearch

Top Tweeters
Top Tweeters in Entire Graph:
@jjj5819
@shayne571
@sequoia2001
@rhianna
@vrvalicento
@asafsaj
@qhardy
@pewresearch
@notiflorida
@camns1

Top Tweeters in G1:
@shayne571
@sequoia2001
@rhianna
@vrvalicento
@asafsaj
@pewresearch
@policynscience
@oracleofwallst
@tedvangreen
@davidjdeal

Top Tweeters in G2:
@qhardy
@notiflorida
@pewglobal
@lrainie
@shemkalegal
@enricsaperas
@mhugolopez
@pewidentity
@mremez
@imagineinternet

Top Tweeters in G3:
@jjj5819
@camns1
@pewinternet
@colleenamcclain
@mtfaverio

Top Tweeters in G4:
@tania120491
@metascanpro
@lismalika3
@ngabunga

Top Tweeters in G5:
@seobrien
@bayareawriter
@cbre
@onlyonesandeep

Top Tweeters in G6:
@nick_p34
@sofia82245660
@shibclassic

Top Tweeters in G7:
@roblox
@dawnc331
@jldastin

Top Tweeters in G8:
@jannaq
@5genlegacy

Top Tweeters in G9:
@ladycie
@katheemcc