#DoctorsSpeakUp, Twitter, 5/11/2021 8:49:57 AM, 254602


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#DoctorsSpeakUp_2021-05-10_17-13-35.xlsx
#DoctorsSpeakUp_2021-05-10_17-13-35.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 11, 2021
Short Description:
#DoctorsSpeakUp via NodeXL https://bit.ly/3o6PGaa
@drtessat
@dfreedman7
@ismaaeelmv
@niyaf
@5250miss
@burdick_tammy
@nanbat
@val46316382
@lacepurplesky
@trainerprimal

Top hashtags:
#doctorsspeakup
#vaccines
#vaccinecourt
#vaccineinjury
#vaccineinjured
#vaccinemaker

Description:
Description
The graph represents a network of 35 Twitter users whose tweets in the requested range contained "#DoctorsSpeakUp", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 11 May 2021 at 00:13 UTC.

The requested start date was Monday, 10 May 2021 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 6-day, 23-hour, 10-minute period from Tuesday, 27 April 2021 at 18:58 UTC to Tuesday, 04 May 2021 at 18:09 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 : 35
Unique Edges : 12
Edges With Duplicates : 54
Total Edges : 66
Number of Edge Types : 4
Retweet : 27
MentionsInRetweet : 30
Tweet : 8
Mentions : 1
Self-Loops : 8
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 7
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 13
Maximum Edges in a Connected Component : 25
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 1.526882
Graph Density : 0.0260504201680672
Modularity : 0.464991
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 35 Twitter users whose tweets in the requested range contained "#DoctorsSpeakUp", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 11 May 2021 at 00:13 UTC.

The requested start date was Monday, 10 May 2021 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 6-day, 23-hour, 10-minute period from Tuesday, 27 April 2021 at 18:58 UTC to Tuesday, 04 May 2021 at 18:09 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 : #DoctorsSpeakUp
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 Domains
Top Domains in Tweet in Entire Graph:
[3] twitter.com
[1] childrenshealthdefense.org

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

Top Domains in Tweet in G5:
[1] childrenshealthdefense.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[29] doctorsspeakup
[6] vaccines
[4] vaccinecourt
[3] vaccineinjury
[3] vaccineinjured
[2] vaccinemaker
[2] cdc
[2] chronicillness
[2] chronicdisease
[2] epidemic



Top Hashtags in Tweet in G1:
[13] doctorsspeakup

Top Hashtags in Tweet in G2:
[1] vaccineswork
[1] doctorsspeakup

Top Hashtags in Tweet in G3:
[5] doctorsspeakup

Top Hashtags in Tweet in G4:
[5] doctorsspeakup
[2] vaccineinjury
[2] vaccinecourt
[1] vaccineinjured
[1] vaccine
[1] vaccines
[1] informedconsent

Top Hashtags in Tweet in G5:
[2] doctorsspeakup
[2] vaccineinjured
[2] vaccinemaker
[2] vaccines
[2] vaccinecourt

Top Hashtags in Tweet in G6:
[3] vaccines
[2] cdc
[1] acip
[1] doctorsspeakup
[1] us4mf
[1] medicalfreedom
[1] bodilyautonomy
[1] realimmunity
[1] realhealth
[1] learntherisk

Top Hashtags in Tweet in G7:
[2] chronicillness
[2] chronicdisease
[2] doctorsspeakup
[2] epidemic
[1] coincidence
[1] vaccineinjury
[1] oath

Top Words
Top Words in Tweet in Entire Graph:
[29] #doctorsspeakup
[16] yrs
[15] safe
[14] bc
[14] industry
[13] paid
[13] corrupt
[13] trust
[13] products
[13] promoting

Top Words in Tweet in G1:
[13] #doctorsspeakup
[13] bc
[13] paid
[13] corrupt
[13] industry
[13] trust
[13] products
[13] promoting
[13] safe
[12] drtessat

Top Words in Tweet in G2:
[16] yrs
[8] med
[8] school
[8] peds
[8] neuro
[8] yr
[8] epilepsy
[8] training
[8] never
[8] seen

Top Words in Tweet in G3:
[8] noolhe
[5] #doctorsspeakup
[4] medical
[4] negligence
[4] sihhee
[4] ihumaaluge
[4] vakkan
[4] foruvan
[4] pr
[4] kan

Top Words in Tweet in G4:
[5] #doctorsspeakup
[2] #vaccineinjury
[2] incidents
[2] reported
[2] according
[2] harvard
[2] study
[2] acknowledge
[2] pharma
[2] enjoys

Top Words in Tweet in G5:
[2] #doctorsspeakup
[2] #vaccineinjured
[2] sue
[2] #vaccinemaker
[2] faulty
[2] #vaccines
[2] #vaccinecourt

Top Words in Tweet in G6:
[6] doses
[3] #vaccines
[2] #cdc
[2] vaccine
[2] schedule
[2] 1960s
[2] 1980s
[2] 24
[2] 69
[2] 72

Top Words in Tweet in G7:
[2] #chronicillness
[2] #chronicdisease
[2] country
[2] #doctorsspeakup
[2] admit
[2] adding
[2] #epidemic
[2] year

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[13] #doctorsspeakup,bc
[13] bc,paid
[13] paid,corrupt
[13] corrupt,industry
[13] industry,trust
[13] trust,products
[13] products,promoting
[13] promoting,safe
[12] drtessat,#doctorsspeakup
[8] yrs,med

Top Word Pairs in Tweet in G1:
[13] #doctorsspeakup,bc
[13] bc,paid
[13] paid,corrupt
[13] corrupt,industry
[13] industry,trust
[13] trust,products
[13] products,promoting
[13] promoting,safe
[12] drtessat,#doctorsspeakup

Top Word Pairs in Tweet in G2:
[8] yrs,med
[8] med,school
[8] school,yrs
[8] yrs,peds
[8] peds,neuro
[8] neuro,yr
[8] yr,epilepsy
[8] epilepsy,training
[8] training,never
[8] never,seen

Top Word Pairs in Tweet in G3:
[4] medical,negligence
[4] negligence,sihhee
[4] sihhee,ihumaaluge
[4] ihumaaluge,vakkan
[4] vakkan,foruvan
[4] foruvan,noolhe
[4] noolhe,pr
[4] pr,kan
[4] kan,kuran
[4] kuran,noolhe

Top Word Pairs in Tweet in G4:
[2] #doctorsspeakup,#vaccineinjury
[2] #vaccineinjury,incidents
[2] incidents,reported
[2] reported,according
[2] according,harvard
[2] harvard,study
[2] #doctorsspeakup,acknowledge
[2] acknowledge,pharma
[2] pharma,enjoys
[2] enjoys,protection

Top Word Pairs in Tweet in G5:
[2] #doctorsspeakup,#vaccineinjured
[2] #vaccineinjured,sue
[2] sue,#vaccinemaker
[2] #vaccinemaker,faulty
[2] faulty,#vaccines
[2] #vaccines,#vaccinecourt

Top Word Pairs in Tweet in G6:
[2] #cdc,vaccine
[2] vaccine,schedule
[2] schedule,1960s
[2] 1960s,doses
[2] doses,1980s
[2] 1980s,24
[2] 24,doses
[2] doses,69
[2] 69,72
[2] 72,doses

Top Word Pairs in Tweet in G7:
[2] #chronicillness,#chronicdisease
[2] #chronicdisease,country
[2] country,#doctorsspeakup
[2] #doctorsspeakup,admit
[2] admit,adding
[2] adding,#epidemic

Top Replied-To
Top Mentioned
Top Tweeters
Top Tweeters in Entire Graph:
@lamed_vav
@gnobreakthrough
@edialekto
@tomroten
@aikey
@jeanholton
@drtessat
@val46316382
@dfreedman7
@aleealy4

Top Tweeters in G1:
@lamed_vav
@gnobreakthrough
@tomroten
@jeanholton
@drtessat
@val46316382
@jpsand5
@jdserrano1976
@lacepurplesky
@lalo86455649

Top Tweeters in G2:
@edialekto
@dfreedman7
@mlmartens
@brazenskin
@evamaxirose
@uselark
@padraicfallon
@trainerprimal

Top Tweeters in G3:
@aikey
@aleealy4
@indeedthetruth
@niyaf
@ismaaeelmv

Top Tweeters in G4:
@in2deeps
@5250miss
@nanbat

Top Tweeters in G5:
@childrenshd
@burdick_tammy

Top Tweeters in G6:
@jstevensx0
@jampoj1

Top Tweeters in G7:
@informedct
@mrssage3