#nodes2020, Twitter, 10/24/2020 7:45:31 PM, 238671


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#nodes2020 Twitter NodeXL SNA Map and Report for Saturday, 24 October 2020 at 19:19 UTC
#nodes2020 Twitter NodeXL SNA Map and Report for Saturday, 24 October 2020 at 19:19 UTC
From:
marc_smith
Uploaded on:
October 24, 2020
Short Description:
#nodes2020 via NodeXL https://bit.ly/34qTlaH
@neo4j
@lyonwj
@salhaj
@emileifrem
@agilelarus
@fbiville
@mdavidallen
@aliciaframe1
@utnaf
@structr

Top hashtags:
#nodes2020
#neo4j
#datascience
#graphdatabases
#knowledgegraphs
#graphdatascience
#graphanalytics

Description:
Description
The graph represents a network of 401 Twitter users whose recent tweets contained "#nodes2020", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 24 October 2020 at 19:23 UTC.

The tweets in the network were tweeted over the 7-day, 23-hour, 12-minute period from Friday, 16 October 2020 at 13:55 UTC to Saturday, 24 October 2020 at 13:07 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 : 402
Unique Edges : 932
Edges With Duplicates : 3334
Total Edges : 4266
Number of Edge Types : 5
Mentions : 2726
Replies to : 141
Retweet : 546
MentionsInRetweet : 463
Tweet : 390
Self-Loops : 399
Reciprocated Vertex Pair Ratio : 0.134551495016611
Reciprocated Edge Ratio : 0.237188872620791
Connected Components : 31
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 319
Maximum Edges in a Connected Component : 2480
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.585708
Graph Density : 0.00847384027493455
Modularity : 0.224939
NodeXL Version : 1.0.1.441
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238670
Data Import : The graph represents a network of 401 Twitter users whose recent tweets contained "#nodes2020", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 24 October 2020 at 19:23 UTC.

The tweets in the network were tweeted over the 7-day, 23-hour, 12-minute period from Friday, 16 October 2020 at 13:55 UTC to Saturday, 24 October 2020 at 13:07 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 : TwitterSearch
Graph Term : #nodes2020
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:
[121] https://neo4j.com/nodes-2020/
[49] https://neo4j.com/nodes-2020/?ref=social-&utm_source=promos&utm_medium=social
[45] https://neo4j.com/nodes-2020/?ref=social-
[42] https://neo4j.com/nodes-2020/agenda/
[32] https://www.youtube.com/watch?v=ivOPeDe8IDc

[13] https://www.twitch.tv/neo4j_
[12] https://neo4j.com/video/nodes-2020/
[10] https://neo4j.com/graph-data-science-for-dummies/?ref=social-camp
[10] https://twitch.tv/neo4j_
[9] https://neo4j.com/blog/nodes-2020-virtual-space-have-a-peek/?ref=social-blog

Top URLs in Tweet in G1:
[68] https://neo4j.com/nodes-2020/
[41] https://neo4j.com/nodes-2020/?ref=social-&utm_source=promos&utm_medium=social
[38] https://neo4j.com/nodes-2020/?ref=social-
[30] https://www.youtube.com/watch?v=ivOPeDe8IDc

[16] https://neo4j.com/nodes-2020/agenda/
[11] https://neo4j.com/video/nodes-2020/
[10] https://twitch.tv/neo4j_
[9] https://neo4j.com/blog/nodes-2020-virtual-space-have-a-peek/?ref=social-blog
[9] https://neo4j.com/graph-data-science-for-dummies/?ref=social-camp
[8] https://www.twitch.tv/neo4j_

Top URLs in Tweet in G2:
[52] https://neo4j.com/nodes-2020/
[21] https://neo4j.com/nodes-2020/agenda/
[6] https://grandstack.io/
[6] https://neo4j.com/developer/graph-data-science/
[5] https://www.twitch.tv/neo4j_
[4] https://graphaware.com/nlp/2020/10/20/ere-jane-austen.html
[3] https://github.com/lennertVanSever/graphcountries
[3] https://install.graphapp.io/
[3] https://neo4j.com/fullstack-graphql-applications-with-grandstack/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238396

Top URLs in Tweet in G3:
[1] https://www.c-span.org/video/?460710-4/pandemic-biosecurity-policy-summit-part-2
[1] https://pjmedia.com/news-and-politics/tyler-o-neil/2020/06/17/death-sentence-why-did-dem-governors-place-covid-positive-patients-back-in-nursing-homes-n543718
[1] https://fee.org/articles/physicians-say-hospitals-are-pressuring-er-docs-to-list-covid-19-on-death-certificates-here-s-why/
[1] https://www.usatoday.com/story/news/factcheck/2020/04/24/fact-check-medicare-hospitals-paid-more-covid-19-patients-coronavirus/3000638001/
[1] https://www.webfx.com/blog/internet/the-6-companies-that-own-almost-all-media-infographic/
[1] https://www.youtube.com/watch?v=7_RadeyKVHk&feature=youtu.be

[1] https://www.politico.com/states/california/story/2020/04/25/first-recorded-covid-death-in-us-was-from-massive-heart-attack-autopsy-says-9422714
[1] https://www.mayoclinichealthsystem.org/hometown-health/featured-topic/coronavirus-what-it-is-what-you-need-to-know
[1] https://www.cdc.gov/coronavirus/2019-ncov/cdcresponse/about-COVID-19.html
[1] https://www.theblaze.com/news/2017/01/19/washington-post-catalogues-the-biggest-lies-obama-ever-told

Top URLs in Tweet in G4:
[1] https://neo4j.com/nodes-2020/?node=data_umbrella&utm_content=141260843&utm_medium=social&utm_source=twitter&hss_channel=tw-829018726049644545
[1] https://neo4j.com/nodes-2020/
[1] https://neo4j.com/nodes-2020/?node=r_ladies_miami
[1] https://twitter.com/neo4j/status/1318469441571741697
[1] https://twitter.com/neo4j/status/1314256854562803715
[1] https://twitter.com/neo4j/status/1318365573798125575
[1] https://twitter.com/neo4j/status/1318348778009743362
[1] https://twitter.com/lyonwj/status/1318533975262982145
[1] https://www.bigmarker.com/series/nodes-2020/schedule
[1] http://www.ywork.com

Top URLs in Tweet in G5:
[6] https://galileox.ai/
[5] https://neo4j.com/nodes-2020/?ref=social-&utm_source=promos&utm_medium=social
[4] https://neo4j.com/nodes-2020/?ref=social-
[3] https://neo4j.com/nodes-2020/?node=3422610
[1] https://twitter.com/utnaf/status/1319315863607123969
[1] https://neo4j.com/video/nodes-2020/

Top URLs in Tweet in G6:
[5] https://hop.apache.org
[1] http://hop.apache.org/

Top URLs in Tweet in G7:
[5] https://www.linkedin.com/slink?code=diF8mHg

Top URLs in Tweet in G8:
[5] https://neo4j.com/nodes-2020/?node=data_umbrella
[1] https://www.bigmarker.com/conferences/c6d2d6031b04/bigroom
[1] https://neo4j.com/nodes-2020/?node=data_umbrella&utm_content=buffer739e1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://neo4j.com/nodes-2020/?node=data_umbrella&utm_content=buffer2d153&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G9:
[1] https://www.youtube.com/watch?v=nGd9ChapK2o&list=PLXpADR-eMJRKnyIQK76UmYo2djhPvMbqg

[1] https://twitter.com/lyonwj/status/1318550890660450307

Top URLs in Tweet in G10:
[4] https://neo4j.com/nodes-2020/agenda/
[1] https://www.youtube.com/watch?v=ivOPeDe8IDc


Top Domains
Top Domains in Tweet in Entire Graph:
[364] neo4j.com
[58] bigmarker.com
[48] youtube.com
[39] twitter.com
[23] twitch.tv
[15] grandstack.io
[14] github.com
[11] apache.org
[9] google.com
[8] linkedin.com

Top Domains in Tweet in G1:
[228] neo4j.com
[52] bigmarker.com
[42] youtube.com
[24] twitter.com
[18] twitch.tv
[5] apache.org
[5] datanami.com
[4] github.com
[4] timeanddate.com
[4] covidgraph.org

Top Domains in Tweet in G2:
[107] neo4j.com
[13] grandstack.io
[8] github.com
[5] twitch.tv
[5] nodexlgraphgallery.org
[4] twitter.com
[4] medium.com
[4] graphaware.com
[3] graphapp.io
[2] youtube.com

Top Domains in Tweet in G3:
[6] google.com
[2] youtube.com
[2] politifact.com
[2] sosonline.org
[1] c-span.org
[1] pjmedia.com
[1] fee.org
[1] usatoday.com
[1] webfx.com
[1] politico.com

Top Domains in Tweet in G4:
[5] twitter.com
[4] neo4j.com
[1] bigmarker.com
[1] ywork.com

Top Domains in Tweet in G5:
[13] neo4j.com
[6] galileox.ai
[1] twitter.com

Top Domains in Tweet in G6:
[6] apache.org

Top Domains in Tweet in G7:
[5] linkedin.com

Top Domains in Tweet in G8:
[7] neo4j.com
[1] bigmarker.com

Top Domains in Tweet in G9:
[1] youtube.com
[1] twitter.com

Top Domains in Tweet in G10:
[4] neo4j.com
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1065] nodes2020
[525] neo4j
[90] datascience
[72] graphdatabases
[47] knowledgegraphs
[38] graphdatascience
[34] graphanalytics
[32] grandstack
[31] graphs
[29] graphdatabase



Top Hashtags in Tweet in G1:
[609] nodes2020
[261] neo4j
[56] graphdatabases
[34] graphdatascience
[34] datascience
[19] graphs
[14] knowledgegraphs
[13] machinelearning
[12] developerconference
[11] graphdatabase

Top Hashtags in Tweet in G2:
[296] nodes2020
[170] neo4j
[48] datascience
[32] knowledgegraphs
[25] graphanalytics
[23] grandstack
[17] graphdatabase
[14] machinelearning
[12] singlemalt
[9] graphql

Top Hashtags in Tweet in G3:
[2] nodes2020

Top Hashtags in Tweet in G4:
[37] nodes2020
[32] neo4j
[2] graphdatabases
[2] graphs
[2] datascience
[1] nuggets
[1] developerconference

Top Hashtags in Tweet in G5:
[44] nodes2020
[21] ai
[20] neo4j
[12] galileoxai
[12] artificialintelligence
[7] graph
[4] larus
[4] responsibleai
[4] jhipster
[4] springboot

Top Hashtags in Tweet in G6:
[6] nodes2020
[5] neo4j

Top Hashtags in Tweet in G7:
[10] nodes2020

Top Hashtags in Tweet in G8:
[10] nodes2020
[7] neo4j
[5] graphdatabases
[5] graphs
[5] datascience

Top Hashtags in Tweet in G9:
[8] nodes2020

Top Hashtags in Tweet in G10:
[5] nodes2020
[5] neo4j
[4] wikidata

Top Words
Top Words in Tweet in Entire Graph:
[1071] #nodes2020
[528] #neo4j
[381] neo4j
[351] graph
[189] data
[136] graphs
[131] talk
[129] using
[116] join
[93] #datascience

Top Words in Tweet in G1:
[615] #nodes2020
[260] #neo4j
[198] neo4j
[175] graph
[94] data
[84] graphs
[69] keynote
[61] gds
[60] #graphdatabases
[56] live

Top Words in Tweet in G2:
[298] #nodes2020
[174] #neo4j
[147] neo4j
[138] graph
[74] data
[66] using
[56] talk
[51] graphql
[50] #datascience
[44] graphs

Top Words in Tweet in G3:
[72] havokhawk
[72] patriotsally
[72] khary_illah
[72] mrwhite90864194
[72] black_is_back5
[72] hrt6017
[72] veteranhusker
[72] lostandlovinit
[72] instinctnaturel
[72] usmc_army

Top Words in Tweet in G4:
[37] #nodes2020
[32] #neo4j
[10] neo4j
[9] graph
[5] join
[4] attending
[4] conference
[4] great
[3] free
[3] talks

Top Words in Tweet in G5:
[42] #nodes2020
[23] galileoxai
[21] #ai
[20] #neo4j
[19] lorenzo
[19] speranzoni
[19] speech
[17] agilelarus
[16] trust
[12] #galileoxai

Top Words in Tweet in G6:
[6] mattcasters
[6] data
[6] #nodes2020
[5] presented
[5] low
[5] latency
[5] apachekafka
[5] neo4j
[5] streaming
[5] gcpcloud

Top Words in Tweet in G7:
[10] #nodes2020
[7] lmeyerov
[5] project
[5] join
[5] tuesday
[5] october
[5] 20
[5] 30
[5] pm
[5] disastahguy

Top Words in Tweet in G8:
[10] #nodes2020
[7] community
[7] #neo4j
[6] 20
[6] join
[5] partner
[5] neo4j's
[5] annual
[5] developer
[5] summit

Top Words in Tweet in G9:
[8] #nodes2020
[4] bigmarker
[3] sessions
[2] wow
[2] graph
[2] first
[2] definitely
[2] take
[2] 500
[2] error

Top Words in Tweet in G10:
[5] #nodes2020
[5] #neo4j
[4] talk
[4] afternoon
[4] barrasadv
[4] build
[4] football
[4] soccer
[4] knowledge
[4] graph

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[142] #neo4j,#nodes2020
[92] #nodes2020,#neo4j
[72] patriotsally,khary_illah
[72] black_is_back5,hrt6017
[72] veteranhusker,lostandlovinit
[72] usmc_army,aaronaretools
[72] aaronaretools,truebluebadass
[72] truebluebadass,realgreyrider
[72] royisrael,hilda_brand
[72] hilda_brand,rickysi16087724

Top Word Pairs in Tweet in G1:
[76] #neo4j,#nodes2020
[48] #nodes2020,#neo4j
[47] neo4j,#nodes2020
[45] october,20
[39] graph,data
[38] #nodes2020,october
[33] #nodes2020,keynote
[33] next,decade
[29] data,science
[25] decade,graphs

Top Word Pairs in Tweet in G2:
[37] #neo4j,#nodes2020
[23] graph,data
[22] days,go
[22] go,#nodes2020
[19] data,science
[19] graph,visualization
[16] neo4j,#knowledgegraphs
[16] #knowledgegraphs,#datascience
[15] network,science
[14] graph,model

Top Word Pairs in Tweet in G3:
[72] patriotsally,khary_illah
[72] black_is_back5,hrt6017
[72] veteranhusker,lostandlovinit
[72] usmc_army,aaronaretools
[72] aaronaretools,truebluebadass
[72] truebluebadass,realgreyrider
[72] royisrael,hilda_brand
[72] hilda_brand,rickysi16087724
[72] rickysi16087724,gpoopon
[72] gpoopon,vacavillesabra

Top Word Pairs in Tweet in G4:
[18] #nodes2020,#neo4j
[6] #neo4j,#nodes2020
[2] excited,community
[2] community,partner
[2] partner,#nodes2020
[2] #nodes2020,join
[2] tues,oct
[2] oct,20
[2] 20,neo4j's
[2] neo4j's,annual

Top Word Pairs in Tweet in G5:
[19] lorenzo,speranzoni
[8] live,#nodes2020
[8] #nodes2020,deep
[8] deep,tensor
[8] tensor,fujitsu_global
[8] fujitsu_global,integration
[8] integration,galileoxai
[8] galileoxai,thank's
[8] thank's,lorenzo
[8] speranzoni,surya

Top Word Pairs in Tweet in G6:
[5] mattcasters,presented
[5] presented,low
[5] low,latency
[5] latency,apachekafka
[5] apachekafka,neo4j
[5] neo4j,data
[5] data,streaming
[5] streaming,gcpcloud
[5] gcpcloud,apachehop
[5] apachehop,#neo4j

Top Word Pairs in Tweet in G7:
[5] tuesday,october
[5] october,20
[5] 20,30
[5] 30,pm
[5] disastahguy,lmeyerov
[5] lmeyerov,anita
[5] anita,nikolich
[5] nikolich,cody
[5] cody,webb
[5] #nodes2020,register

Top Word Pairs in Tweet in G8:
[5] community,partner
[5] partner,#nodes2020
[5] #nodes2020,join
[5] neo4j's,annual
[5] annual,developer
[5] developer,summit
[5] summit,free
[5] free,day
[5] day,talks
[5] talks,#graphdatabases

Top Word Pairs in Tweet in G9:
[2] #nodes2020,definitely
[2] neo4j,#nodes2020

Top Word Pairs in Tweet in G10:
[4] #neo4j,#nodes2020
[4] #nodes2020,talk
[4] talk,afternoon
[4] afternoon,barrasadv
[4] barrasadv,build
[4] build,football
[4] football,soccer
[4] soccer,knowledge
[4] knowledge,graph
[4] graph,using

Top Replied-To
Top Replied-To in Entire Graph:
@tomdoubting
@nitronut128
@eriemom
@neo4j
@aleeyun_nvaazun
@alexandererdl
@rogerlhaviland
@luannem
@ikwattro
@humanitarianai

Top Replied-To in G1:
@alexandererdl
@neo4j
@hostirosti
@ikwattro
@covidgraph
@luannem
@jvilledieu
@hugofirth
@ellazal
@humanitarianai

Top Replied-To in G2:
@ikwattro
@luannem
@lyonwj

Top Replied-To in G3:
@tomdoubting
@nitronut128
@eriemom
@aleeyun_nvaazun
@rogerlhaviland
@vickie627
@dm7013
@r0xie_f0x
@forevermorefree
@marlainedettlo1

Top Replied-To in G5:
@humanitarianai
@galileoxai

Top Replied-To in G6:
@mattcasters

Top Replied-To in G9:
@bhmann
@neo4j

Top Mentioned
Top Mentioned in Entire Graph:
@neo4j
@mrwhite90864194
@black_is_back5
@hrt6017
@lostandlovinit
@instinctnaturel
@usmc_army

Top Mentioned in G1:
@neo4j
@emileifrem
@aliciaframe1
@jimwebber
@agilelarus
@mdavidallen
@santand84
@ellazal
@twitch
@graph_aware

Top Mentioned in G2:
@neo4j
@vlastakus
@luannem
@miromarchi
@ikwattro
@pixijs
@rajgadd
@emileifrem
@zakjan
@salhaj

Top Mentioned in G3:
@mrwhite90864194
@black_is_back5
@hrt6017
@lostandlovinit
@instinctnaturel
@usmc_army

Top Mentioned in G5:
@galileoxai
@agilelarus
@fujitsu_global
@utnaf
@fujitsulabs
@santand84
@mdavidallen
@neo4j

Top Mentioned in G6:
@apachekafka
@neo4j
@gcpcloud
@apachehop
@mattcasters

Top Mentioned in G7:
@lmeyerov
@disastahguy
@neo4j
@disastertechinc
@webcoderz

Top Mentioned in G8:
@dataumbrella
@melissaferrari_
@nycpyladies
@neo4j
@mkopny
@jimwebber

Top Mentioned in G9:
@bigmarker
@kineviz
@neo4j

Top Mentioned in G10:
@barrasadv
@guardian
@aliciaframe1

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@guardian
@rickysi16087724
@andrewmorrisuk
@abhijeetkum
@vickie627
@ricardo_ik_ahau
@hubofml
@techtrendingnow
@thecuriousluke

Top Tweeters in G1:
@sosmcwin
@leonardonam
@fmfrancoise
@bryantavey
@deepindex
@enrikelopez
@rotnroll666
@jadp
@manningbooks
@becomingdatasci

Top Tweeters in G2:
@chidambara09
@andrewmorrisuk
@ricardo_ik_ahau
@hubofml
@techtrendingnow
@thecuriousluke
@ml_tweet_bot
@fabriciosx
@salhaj
@thebiologistisn

Top Tweeters in G3:
@rickysi16087724
@vickie627
@hilda_brand
@instinctnaturel
@mongo3804
@nitronut128
@aleeyun_nvaazun
@usmc_army
@doumindifi
@lostandlovinit

Top Tweeters in G4:
@cjtravis
@snijim
@chriseyre2000
@smaley
@datascisalon
@avinashsonee
@jlyaros
@mona0x90
@vipinkailas
@modiveloper

Top Tweeters in G5:
@abhibisht89
@the404code
@pythonexpertbot
@fujitsu_global
@deepu105
@jhipster
@fujitsulabs
@albertodela80
@agilelarus
@ollyspera1

Top Tweeters in G6:
@gcpcloud
@osbi_fr
@stratebi
@apachekafka
@bartmaer
@know_bi
@hiromuhota
@apachehop

Top Tweeters in G7:
@mtcolemanjr
@divesttrump
@lmeyerov
@datacollectac
@webcoderz
@disastahguy
@disastertechinc

Top Tweeters in G8:
@cotufa82
@mkopny
@reshamas
@pyladies
@dataumbrella
@nycpyladies
@melissaferrari_

Top Tweeters in G9:
@bigmarker
@therobbrennan
@zmolek
@bhmann
@kineviz
@k80_ay

Top Tweeters in G10:
@guardian
@markhneedham
@barrasadv
@wikidataecho
@ankitameht


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