patent, Twitter, 2/18/2020 3:58:12 PM, 221418


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patent_2020-02-17_23-41-20.xlsx
patent_2020-02-17_23-41-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 18, 2020
Short Description:
patent via NodeXL http://bit.ly/2uV079D
@sebasti98537031
@apple
@ijere_joshua
@realdonaldtrump
@verge
@grazianig
@rainmaker1973
@wipo
@elonmusk
@patentbuddy

Top hashtags:
#patent
#ai
#innovation
#iplove
#patents
#valentinesday2020
#today
#coronavirus
#xrp
#apple

Description:
Description
The graph represents a network of 5,703 Twitter users whose tweets in the requested range contained "patent", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 18 February 2020 at 07:42 UTC.

The requested start date was Tuesday, 18 February 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 1-day, 4-hour, 2-minute period from Friday, 14 February 2020 at 08:28 UTC to Saturday, 15 February 2020 at 12:30 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 : 5703
Unique Edges : 5665
Edges With Duplicates : 1286
Total Edges : 6951
Number of Edge Types : 4
Tweet : 2138
MentionsInRetweet : 2632
Replies to : 941
Mentions : 1240
Self-Loops : 2138
Reciprocated Vertex Pair Ratio : 0.0184393973465257
Reciprocated Edge Ratio : 0.0362110841245308
Connected Components : 2075
Single-Vertex Connected Components : 1086
Maximum Vertices in a Connected Component : 297
Maximum Edges in a Connected Component : 406
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.158411
Graph Density : 0.000139274541087466
Modularity : 0.739092
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 5,703 Twitter users whose tweets in the requested range contained "patent", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 18 February 2020 at 07:42 UTC.

The requested start date was Tuesday, 18 February 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 1-day, 4-hour, 2-minute period from Friday, 14 February 2020 at 08:28 UTC to Saturday, 15 February 2020 at 12:30 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 : patent
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:
[47] https://www.theverge.com/tldr/2020/2/14/21137791/amazon-new-patent-whip-payloads-launch-space-aerial-craft?utm_campaign=theverge&utm_content=chorus&utm_medium=social&utm_source=twitter
[43] https://www.gofundme.com/f/db2sh-patent?sharetype=teams&member=3590408&utm_medium=sms&utm_source=customer&utm_campaign=p_na+share-sheet&pc_code=sms_db_co2876_v1&rcid=6868fcb183f94845b18a23792a36ab6e
[34] https://cleantechnica.com/2020/02/14/tesla-steps-into-the-utility-space-with-new-grid-controller-patent/
[33] https://venturebeat.com/2020/02/13/apple-seeks-to-patent-machine-learning-correction-of-gps-estimates/
[24] http://ow.ly/nlZW30qhxgW
[22] https://www.theverge.com/tldr/2020/2/14/21137791/amazon-new-patent-whip-payloads-launch-space-aerial-craft
[20] https://ccabiotech.blogspot.com/p/patent.html
[19] https://mspoweruser.com/patent-suggests-microsoft-could-offer-game-pad-surface-neo-keyboard-attachment/
[15] https://www.newstarget.com/2020-01-27-bill-gates-funded-pirbright-institute-owns-coronavirus-patent.html
[13] https://www.mercurynews.com/2020/02/13/coronavirus-the-global-race-to-patent-a-remedy/

Top URLs in Tweet in G1:
[24] http://ow.ly/nlZW30qhxgW
[16] https://www.theverge.com/tldr/2020/2/14/21137791/amazon-new-patent-whip-payloads-launch-space-aerial-craft
[10] https://www.theverge.com/2020/2/13/21136368/apple-patent-smart-home-tech-configure-itself-tof-uwb
[9] https://venturebeat.com/2020/02/13/apple-seeks-to-patent-machine-learning-correction-of-gps-estimates/
[8] https://cleantechnica.com/2020/02/14/tesla-steps-into-the-utility-space-with-new-grid-controller-patent/
[5] https://www.theverge.com/tldr/2020/2/14/21137791/amazon-new-patent-whip-payloads-launch-space-aerial-craft?utm_source=dlvr.it&utm_medium=twitter
[4] https://vdata.nikkei.com/en/newsgraphics/patent-wars/
[4] https://endpts.com/amgen-attorneys-win-a-megablockbuster-patent-case-dealing-novartis-a-severe-setback-on-biosimilars-play/
[4] https://www.digitaltrends.com/news/apple-smart-home-patent-would-spy-on-your-life/?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.xiaomist.com/2020/02/this-patent-can-ruin-video-games.html

Top URLs in Tweet in G2:
[43] https://www.gofundme.com/f/db2sh-patent?sharetype=teams&member=3590408&utm_medium=sms&utm_source=customer&utm_campaign=p_na+share-sheet&pc_code=sms_db_co2876_v1&rcid=6868fcb183f94845b18a23792a36ab6e
[2] https://twitter.com/chemicalgrandma/status/1223942483400384513
[2] https://twitter.com/marlenedizzle/status/1228372444215304192
[1] http://EVBatteryTechnology.com
[1] https://twitter.com/i/web/status/1226878653952294912
[1] https://twitter.com/i/web/status/1225293629280776192
[1] https://www.popularmechanics.com/technology/design/a30913549/amazon-patent-aerial-system/
[1] https://twitter.com/i/web/status/1228453746386128898
[1] https://twitter.com/i/web/status/1228414608853127168
[1] https://twitter.com/i/web/status/1228020511860330496

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1228411554024108034

Top URLs in Tweet in G4:
[6] http://ipkitten.blogspot.com/2020/02/is-broad-institute-planning-last-ditch.html
[5] https://finance.yahoo.com/news/whip-good-amazon-patents-system-205637298.html
[4] https://www.dailycal.org/2020/02/14/uc-berkeley-gene-editing-technology-patent-upheld-by-european-patent-office/
[3] https://patentlyo.com/patent/2020/02/competing-questions-petitions.html
[2] https://www.drugpatentwatch.com/blog/drug-patents-cost-containment/?utm_medium=twitter&utm_campaign=twitter&utm_source=twitter20200213
[2] https://www.iam-media.com/patents/its-tight-race-autonomous-driving-patent-leadership
[2] https://patentlyo.com/patent/2020/02/google-servers-enough.html
[2] https://www.iam-media.com/law-policy/germany-patent-reform
[1] https://paper.li/startupIPR/1502881540?edition_id=c6002450-4fe3-11ea-bd81-0cc47a0d164b
[1] https://paper.li/startupIPR/1502881540?edition_id=9da260f0-4f1a-11ea-bd81-0cc47a0d164b

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1228371649524903943
[1] https://open.spotify.com/playlist/3ouQCqBW7Eqa5Gw6MBM2yV
[1] https://open.spotify.com/playlist/5rsEZnALnxFVOUG62hXwax

Top URLs in Tweet in G6:
[2] https://www.natlawreview.com/article/determining-patent-eligibility-inventions-under-new-uspto-guidelines
[1] https://twitter.com/i/web/status/1227973325156163585
[1] https://twitter.com/i/web/status/1228432689470021634
[1] https://twitter.com/i/web/status/1227598489149956100
[1] https://twitter.com/i/web/status/1228501704649383936
[1] https://twitter.com/i/web/status/1228352009381777408
[1] https://twitter.com/i/web/status/1228399772949794822
[1] https://twitter.com/i/web/status/1228387195939180549
[1] https://twitter.com/i/web/status/1228425301748846599
[1] https://twitter.com/i/web/status/1228406255288496129

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1225940608977518593
[1] https://twitter.com/i/web/status/1228621613584678912
[1] https://twitter.com/i/web/status/1228584530400993280
[1] https://twitter.com/i/web/status/1228516559217233922
[1] https://twitter.com/i/web/status/1228515348279853056
[1] https://twitter.com/i/web/status/1228499955569983489
[1] https://twitter.com/i/web/status/1228499685880414208
[1] https://twitter.com/i/web/status/1228499337967173632
[1] https://www.vanityfair.com/news/2018/11/matthew-whitaker-world-patent-marketing-scam
[1] https://twitter.com/i/web/status/1228472928880267264

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1228409079271436288
[1] https://twitter.com/i/web/status/1227744954031771648
[1] https://twitter.com/i/web/status/1228604177426845697
[1] https://twitter.com/i/web/status/1228595611492061185
[1] https://twitter.com/i/web/status/1228473667925028864
[1] https://twitter.com/i/web/status/1228413760735457282
[1] https://twitter.com/i/web/status/1228410417191452675

Top Domains
Top Domains in Tweet in Entire Graph:
[1628] twitter.com
[113] google.com
[107] theverge.com
[63] blogspot.com
[43] gofundme.com
[39] cleantechnica.com
[39] venturebeat.com
[37] co.uk
[32] jdsupra.com
[30] dlvr.it

Top Domains in Tweet in G1:
[655] twitter.com
[69] google.com
[37] theverge.com
[26] dlvr.it
[25] co.uk
[24] ow.ly
[13] justia.com
[12] poshmark.com
[11] linkedin.com
[11] gov.uk

Top Domains in Tweet in G2:
[43] gofundme.com
[20] twitter.com
[1] evbatterytechnology.com
[1] popularmechanics.com
[1] spotlightmetal.com
[1] kaconf.org

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

Top Domains in Tweet in G4:
[35] twitter.com
[8] drugpatentwatch.com
[7] patentlyo.com
[6] blogspot.com
[5] yahoo.com
[4] paper.li
[4] dailycal.org
[4] iam-media.com
[1] cornell.edu
[1] patentdocs.org

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

Top Domains in Tweet in G6:
[13] twitter.com
[2] natlawreview.com
[1] tarterkrinsky.com

Top Domains in Tweet in G7:
[23] twitter.com
[1] vanityfair.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[310] patent
[85] ai
[84] innovation
[51] iplove
[48] patents
[46] valentinesday2020
[34] today
[29] coronavirus
[29] xrp
[28] apple



Top Hashtags in Tweet in G1:
[95] patent
[15] apple
[12] patents
[9] ip
[9] tech
[8] coronavirus
[8] trademark
[7] smarthome
[6] copyright
[6] ipr

Top Hashtags in Tweet in G2:
[2] onthisday
[2] today
[1] ecommerce
[1] shipping
[1] logistics

Top Hashtags in Tweet in G4:
[25] patent
[16] patents
[12] innovation
[7] ipvalentines
[7] patentvalentines
[6] ai
[5] drug
[4] patentlaw
[4] inventiontheft
[4] ueesfha

Top Hashtags in Tweet in G6:
[48] iplove
[42] valentinesday2020
[9] patent
[7] valentinesday
[6] iphaiku
[3] iplaw
[3] trademark
[2] otd
[2] happybirthday
[2] patentlaw

Top Hashtags in Tweet in G7:
[2] coronavirus
[1] invisiblecomputing
[1] smartcontactlenses
[1] augmentedvision
[1] apple
[1] googlex
[1] neuralink
[1] mojovision

Top Hashtags in Tweet in G9:
[68] patent
[66] innovation
[64] ai
[6] makeyourownlane
[3] friday
[3] valentine
[3] apple
[3] sanitation
[2] tech
[2] iot

Top Words
Top Words in Tweet in Entire Graph:
[2460] Words in Sentiment List#1: Positive
[1327] Words in Sentiment List#2: Negative
[33] Words in Sentiment List#3: Angry/Violent
[85969] Non-categorized Words
[89756] Total Words
[3720] patent
[436] gt
[310] #patent
[303] sh
[275] coronavirus

Top Words in Tweet in G1:
[1021] patent
[110] leather
[95] #patent
[94] apple
[87] coronavirus
[81] check
[74] added
[72] closet
[72] poshmark
[57] black

Top Words in Tweet in G2:
[43] hi
[43] really
[43] appreciate
[43] share
[43] donate
[43] gofundme
[24] tech
[18] patent
[15] green
[13] elonmusk

Top Words in Tweet in G3:
[300] sh
[100] black
[100] creatives
[100] trademark
[100] copyright
[100] patent
[100] gotta
[100] stop
[100] letting
[100] mfers

Top Words in Tweet in G4:
[109] patent
[25] #patent
[19] more
[19] google
[17] day
[16] #patents
[14] adammossoff
[13] valentine's
[12] design_law
[12] date

Top Words in Tweet in G5:
[178] season
[93] holland_patent
[93] skyway_man
[87] josephpera
[59] available
[59] spotify
[58] soundtracks
[33] adultswim
[10] day
[10] joe

Top Words in Tweet in G6:
[70] patent
[50] wipo
[48] #iplove
[44] happy
[42] #valentinesday2020
[42] roses
[42] red
[42] violets
[42] blue
[42] picks

Top Words in Tweet in G7:
[27] patent
[12] smart
[11] owns
[11] realdonaldtrump
[10] inwith
[9] contact
[8] corp
[8] ivankatrump
[7] inwithcorp
[7] lenses

Top Words in Tweet in G8:
[59] fendi
[59] patent
[59] leather
[59] harness
[59] boots
[58] fendifaguette

Top Words in Tweet in G9:
[396] gt
[119] mikequindazzi
[68] #patent
[66] #innovation
[64] missing
[64] ingredient
[64] patience
[64] wef
[64] #ai
[44] #makeyourownl

Top Words in Tweet in G10:
[55] air
[55] jordan
[55] retro
[55] high
[55] unc
[55] patent
[54] realsneakers_

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[277] gt,gt
[229] patent,leather
[128] bill,gates
[107] owns,patent
[100] black,creatives
[100] creatives,trademark
[100] trademark,sh
[100] sh,copyright
[100] copyright,sh
[100] sh,patent

Top Word Pairs in Tweet in G1:
[106] patent,leather
[72] check,added
[72] added,closet
[72] closet,poshmark
[45] smart,home
[41] amazon,patent
[36] apple,patent
[33] files,patent
[33] black,patent
[33] using,giant

Top Word Pairs in Tweet in G2:
[43] hi,really
[43] really,appreciate
[43] appreciate,share
[43] share,donate
[43] donate,gofundme
[8] verb,powerful
[8] powerful,disruptive
[8] disruptive,tech
[8] tech,rise
[8] rise,25m

Top Word Pairs in Tweet in G3:
[100] black,creatives
[100] creatives,trademark
[100] trademark,sh
[100] sh,copyright
[100] copyright,sh
[100] sh,patent
[100] patent,sh
[100] sh,gotta
[100] gotta,stop
[100] stop,letting

Top Word Pairs in Tweet in G4:
[13] valentine's,day
[12] date,#innovation
[12] #innovation,history
[12] history,irwin
[12] irwin,jacobs
[12] jacobs,klein
[11] adammossoff,date
[11] klein,gilhousen
[11] gilhousen,lindsay
[11] lindsay,weaver

Top Word Pairs in Tweet in G5:
[90] holland_patent,skyway_man
[59] season,season
[58] season,soundtracks
[58] soundtracks,holland_patent
[58] skyway_man,available
[58] available,spotify
[58] spotify,season
[57] josephpera,season
[32] skyway_man,adultswim
[29] josephpera,holland_patent

Top Word Pairs in Tweet in G6:
[42] happy,#valentinesday2020
[42] #valentinesday2020,roses
[42] roses,red
[42] red,violets
[42] violets,blue
[42] blue,patent
[42] patent,picks
[42] picks,#iplove
[41] wipo,happy
[9] 120,years

Top Word Pairs in Tweet in G7:
[11] owns,patent
[9] smart,contact
[8] inwith,corp
[7] contact,lenses
[6] inwithcorp,inwith
[6] corp,owns
[5] patent,harvesting
[5] harvesting,energy
[5] energy,blinking
[5] blinking,human

Top Word Pairs in Tweet in G8:
[59] fendi,patent
[59] patent,leather
[59] leather,harness
[59] harness,boots
[58] fendifaguette,fendi

Top Word Pairs in Tweet in G9:
[264] gt,gt
[66] mikequindazzi,gt
[64] missing,ingredient
[64] ingredient,#innovation
[64] #innovation,patience
[64] patience,gt
[64] gt,wef
[64] wef,mikequindazzi
[63] gt,#patent
[62] #patent,#ai

Top Word Pairs in Tweet in G10:
[55] air,jordan
[55] jordan,retro
[55] retro,high
[55] high,unc
[55] unc,patent
[54] realsneakers_,air

Top Replied-To
Top Replied-To in Entire Graph:
@josephpera
@unctadwif
@trans_patent
@valhalladante
@slmhktn
@gyeomnoms
@billgates
@lorakolodny
@uretimyerli
@agropyrorepens

Top Replied-To in G2:
@elonmusk
@microsff
@ebelliveau
@ali57974261
@marklapenna
@takeitev
@jamesblake
@astrobalter
@dykeonique
@mind_patent

Top Replied-To in G4:
@gofishdigital
@savepatents
@pchestek

Top Replied-To in G5:
@josephpera
@andr6wmale
@holland_patent
@stevenfaber209
@artsiriwatt

Top Replied-To in G6:
@repdavid
@uspto
@ambjohnbolton

Top Replied-To in G7:
@ivankatrump
@charliefink
@mattwhitaker46
@realdonaldtrump
@realmikelindell
@mikebloomberg
@berniesanders
@vlietrix
@jacobcanfield
@trevon_makel

Top Mentioned
Top Mentioned in Entire Graph:
@anstyledotcom
@skyway_man
@holland_patent
@josephpera
@fendifaguette
@verge
@realsneakers_
@wipo
@mikequindazzi
@wef

Top Mentioned in G1:
@c4supdates
@vartoslo
@slideme
@cantorcolburn
@thetradable
@winstonlaw
@optimizesmart

Top Mentioned in G2:
@elonmusk
@goldbarstocks
@realsheepwolf
@spacex
@arthursauzay
@oscarvisiedo
@tesatspacecom
@mynaric
@telesat
@tesla

Top Mentioned in G3:
@anstyledotcom

Top Mentioned in G4:
@adammossoff
@design_law
@google
@bill_slawski
@iam_magazine
@annemariebridy
@siemens
@savepatents
@filemot
@patently

Top Mentioned in G5:
@skyway_man
@holland_patent
@josephpera
@adultswim
@nra_rifleman

Top Mentioned in G6:
@wipo
@uspto
@therealmattdowd
@cipo_canada
@joshballoonguy
@winsteadpc
@mskllp
@kts_law
@heritage
@patent

Top Mentioned in G7:
@realdonaldtrump
@inwithcorp
@ivankatrump
@berniesanders
@foxnews
@chuckmcatee
@joerogan
@mojovisioninc
@seanhannity
@barrygr39830998

Top Mentioned in G8:
@fendifaguette

Top Mentioned in G9:
@mikequindazzi
@wef
@freshsalis
@claudiomkd
@girardmaxime33
@visualcap
@automatealan

Top Mentioned in G10:
@realsneakers_

Top Tweeters
Top Tweeters in Entire Graph:
@fkittlerbot
@fantasysite
@americanbanking
@alerttrade
@tickerreport
@knewz_currently
@consumerfeed
@wkrbnews
@c4supdates
@engineersday

Top Tweeters in G1:
@fkittlerbot
@fantasysite
@americanbanking
@tickerreport
@knewz_currently
@consumerfeed
@wkrbnews
@c4supdates
@engineersday
@watchlistn

Top Tweeters in G2:
@gambiste1
@tmobile
@historylvrsclub
@digitaltrends
@bhart62
@genericgene
@bhealhty
@realsheepwolf
@douglaschongys
@seiramili7

Top Tweeters in G3:
@thatdame
@unicornpussyoil
@_bonitaapplbum
@lifesolavish
@allday_ftgds
@bawthewriteher
@niabiafoefia
@jonesj1853
@pursuethedream_
@mariahevee

Top Tweeters in G4:
@nyt
@parvez1
@google
@lawprofblawg
@patentbuddy
@drugpatentwatch
@bill_slawski
@urbansqr
@timberlakelaw
@bkhandaar

Top Tweeters in G5:
@torshin_ru
@jordan_d
@jimjarmuschhair
@fude_mishishi_p
@andr6wmale
@greyembody
@iovewitchs
@lilbummed
@kyle_bauer
@dudeexclamation

Top Tweeters in G6:
@natlawreview
@raerst
@heritage
@tiyanitee
@mfdasilva2010
@nancy_groves
@mgavironda
@cherlockianne
@egkimberly
@mcleansibanda

Top Tweeters in G7:
@grandpooba5440
@dcexaminer
@foxnews
@debbie56111656
@breitbartnews
@cjtruth
@statedept
@realdonaldtrump
@cjlopez43228733
@catrionamdw

Top Tweeters in G8:
@boshae_
@svrahkb
@k_curly_
@janicewaul_
@kudiira
@ooo_kaaay
@fela_khuthi
@daybydaee
@himoutokatiebug
@cocoababby_

Top Tweeters in G9:
@calcaware
@freshsalis
@wef
@scoshield
@iot_technojeder
@claudiomkd
@callmenickwoods
@e_nterdiscipl
@swiftcoentinc
@ybet

Top Tweeters in G10:
@jesko95__
@alepaola_1
@limsy_k
@elisebarreau
@iam_lennny
@blondiiiiie_
@celia_lp01
@baleriacg
@albadreezy
@emgordon_


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