neo4j, Twitter, 6/21/2022 6:03:17 AM, 278424


FAQ | Problem?

neo4j_2022-06-20_22-30-00.xlsx
neo4j_2022-06-20_22-30-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 21, 2022
Short Description:
neo4j via NodeXL https://bit.ly/3n2zCGy
@neo4j
@openmarketingtv
@craigmullins
@lordnarfz0g
@mesirii
@fbiville
@grmaculsay
@rotnroll666
@icijorg
@danielcfng

Top hashtags:
#neo4j
#graphconnect
#graphdatabase
#graph
#datascience
#graphsummit
#graphdatascience

Description:
Description
The graph represents a network of 819 Twitter users whose tweets in the requested range contained "neo4j", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 21 June 2022 at 05:31 UTC.

The requested start date was Tuesday, 21 June 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 13-day, 22-hour, 38-minute period from Tuesday, 07 June 2022 at 00:20 UTC to Monday, 20 June 2022 at 22:58 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 : 819
Unique Edges : 816
Edges With Duplicates : 2094
Total Edges : 2910
Number of Edge Types : 5
Retweet : 629
MentionsInRetweet : 1036
Mentions : 796
Replies to : 156
Tweet : 293
Self-Loops : 309
Reciprocated Vertex Pair Ratio : 0.0739268680445151
Reciprocated Edge Ratio : 0.137675795706884
Connected Components : 148
Single-Vertex Connected Components : 97
Maximum Vertices in a Connected Component : 581
Maximum Edges in a Connected Component : 2612
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.773755
Graph Density : 0.00201659248114016
Modularity : 0.335538
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 819 Twitter users whose tweets in the requested range contained "neo4j", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 21 June 2022 at 05:31 UTC.

The requested start date was Tuesday, 21 June 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 13-day, 22-hour, 38-minute period from Tuesday, 07 June 2022 at 00:20 UTC to Monday, 20 June 2022 at 22:58 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 : neo4j
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:
[29] https://www.youtube.com/watch?v=Dl5cFHk3slw

[20] https://amalgaminsights.com/2022/06/10/june-10-from-bi-to-ai-amazon-sagemaker-databricks-dataiku-datarobot-expert-ai-google-cloud-immuta-informatica-knime-labelbox-matillion-neo4j-nvidia-qlik-rapidminer-snowflake-teradata/
[19] https://github.com/neo4j-contrib/ImageToGraph
[11] https://www.fiverr.com/share/jbrvr9
[9] https://okt.to/fOwruz
[9] https://cloud.google.com/blog/products/ai-machine-learning/neo4j-aurads-and-google-cloud-vertex-ai
[7] https://neo4j.com/graphsummit/Sydney/
[6] https://okt.to/odPMAS
[5] https://graphacademy.neo4j.com/u/aa1a7388-6d3e-4d98-8910-104b6fb78b6f/neo4j-fundamentals/#.YrDNeEUUXQk.twitter
[5] https://twitter.com/neo4j/status/1533924898526986240

Top URLs in Tweet in G1:
[11] https://github.com/neo4j-contrib/ImageToGraph
[6] https://okt.to/fOwruz
[5] https://graphacademy.neo4j.com/courses/neo4j-fundamentals/
[4] https://graphacademy.neo4j.com
[3] https://okt.to/odPMAS
[3] https://okt.to/hei7Ur
[2] https://twitter.com/i/broadcasts/1MYxNnkAXvpxw
[2] https://apevents.idc.com/d/g8q6m8/4W?RefID=socmedIDC&utm_source=Twitter&utm_medium=Post&utm_campaign=cioasean_2022
[2] https://twitter.com/neo4j/status/970745006754447360
[1] https://okt.to/pM3XTr

Top URLs in Tweet in G2:
[29] https://www.youtube.com/watch?v=Dl5cFHk3slw

[7] https://github.com/neo4j-contrib/ImageToGraph
[6] https://neo4j.com/graphsummit/Sydney/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278293
[4] https://twitter.com/neo4j/status/1533924898526986240
[3] https://www.youtube.com/watch?v=Dl5cFHk3slw&feature=youtu.be

[3] https://graphaware.com/blog/engineering/Graph-data-science-at-scale-with-Neo4j-clusters-and-Hume.html?hss_channel=tw-1381891062&utm_content=buffer68a3f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://neo4j.com/graphsummit/singapore/
[2] https://github.com/jbarrasa/goingmeta
[2] https://schema.org/

Top URLs in Tweet in G3:
[8] https://cloud.google.com/blog/products/ai-machine-learning/neo4j-aurads-and-google-cloud-vertex-ai
[4] https://rubygems.org/gems/neo4j-ruby-driver
[3] https://qiita.com/Ryo412/items/0d82934c401ccd6a5df4
[3] https://www.thefastmode.com/technology-solutions/25600-neo4j-to-deliver-its-graph-data-platform-to-deloitte-customers-in-southeast-asia
[3] https://www.amazon.co.jp/gp/product/B01N4WL0XS/ref=as_li_qf_asin_il_tl?ie=UTF8&tag=akitonaha-22&creative=1211&linkCode=as2&creativeASIN=B01N4WL0XS&linkId=21774574251fdc26966c1899df5b2c39
[2] https://cloud.google.com/blog/products/ai-machine-learning/neo4j-aurads-and-google-cloud-vertex-ai/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.prnewswire.com/news-releases/codelogic-software-intelligence-engineers-to-discuss-unique-graph-data-modeling-use-case-at-neo4j-graphconnect-conference-301561953.html
[1] https://www.youtube.com/watch?v=AQMjSds13VM&feature=youtu.be

[1] https://discord.gg/codemonk
[1] https://forms.gle/U2hqzoMs8KUMo2j38

Top URLs in Tweet in G4:
[10] https://www.fiverr.com/share/jbrvr9
[2] https://healthecco.org/covidgraph/
[1] https://okt.to/nfqE9R
[1] https://www.linkedin.com/jobs/view/3059638378/
[1] https://twitter.com/HealthECCO/status/1534534711791521792
[1] https://twitter.com/alexandererdl/status/1534246253760069634
[1] https://twitter.com/HealthECCO/status/1534256535118938113

Top URLs in Tweet in G5:
[3] https://www.gqlstandards.org/home

Top URLs in Tweet in G6:
[3] https://okt.to/odPMAS
[3] https://cloud.google.com/blog/products/ai-machine-learning/neo4j-aurads-and-google-cloud-vertex-ai/
[2] https://okt.to/fOwruz
[1] https://okt.to/72Gpeh
[1] https://medium.com/neo4j/how-to-get-started-with-the-neo4j-graph-data-science-python-client-56209d9b0d0d
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fextract-knowledge-from-text-end-to-end-information-extraction-pipeline-with-spacy-and-neo4j-502b2b1e0754
[1] https://okt.to/GqRXI8
[1] https://okt.to/fQEoFn
[1] https://okt.to/v3D1ZL
[1] https://okt.to/AIbEQ3

Top URLs in Tweet in G8:
[2] https://neo4j.com/graphsummit/milan/
[1] https://www.graphconnect.com/
[1] https://www.meetup.com/it-IT/neo4j-milan/events/286134962/
[1] https://twitter.com/fujitsulabs/status/1532420910929522688

Top URLs in Tweet in G10:
[1] https://cloud.google.com/blog/products/ai-machine-learning/google-cloud-vertex-ai-tabular-workflows?utm_source=twitter&utm_medium=unpaidsoc&utm_campaign=fy22q2-googlecloudtech-blog-ai-in_feed-yes-brand-global&utm_content=applied-ml-summit-vertex-ai-deployment&utm_term=-

Top Domains
Top Domains in Tweet in Entire Graph:
[119] okt.to
[68] neo4j.com
[44] youtube.com
[40] github.com
[37] twitter.com
[20] amalgaminsights.com
[19] google.com
[13] fiverr.com
[11] medium.com
[9] meetup.com

Top Domains in Tweet in G1:
[59] okt.to
[16] neo4j.com
[15] github.com
[11] twitter.com
[2] idc.com
[2] google.com
[2] graphconnect.com
[1] typeform.com
[1] youtube.com
[1] schema.org

Top Domains in Tweet in G2:
[37] youtube.com
[33] neo4j.com
[27] okt.to
[15] twitter.com
[10] github.com
[9] nodexlgraphgallery.org
[5] graphaware.com
[4] meetup.com
[3] linkedin.com
[2] schema.org

Top Domains in Tweet in G3:
[12] google.com
[8] neo4j.com
[6] medium.com
[4] twitter.com
[4] rubygems.org
[3] github.com
[3] qiita.com
[3] maven.org
[3] thefastmode.com
[3] co.jp

Top Domains in Tweet in G4:
[10] fiverr.com
[3] twitter.com
[2] healthecco.org
[1] okt.to
[1] linkedin.com

Top Domains in Tweet in G5:
[3] gqlstandards.org

Top Domains in Tweet in G6:
[27] okt.to
[3] google.com
[2] medium.com
[1] github.io
[1] fiverr.com

Top Domains in Tweet in G8:
[2] neo4j.com
[1] graphconnect.com
[1] meetup.com
[1] twitter.com

Top Domains in Tweet in G10:
[1] google.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[269] neo4j
[178] graphconnect
[51] graphdatabase
[48] graph
[46] datascience
[34] graphsummit
[32] graphdatascience
[31] machinelearning
[27] java
[27] auradb



Top Hashtags in Tweet in G1:
[91] neo4j
[37] graphconnect
[27] graphdatabase
[19] datascience
[16] graphdatascience
[13] machinelearning
[11] java
[9] database
[8] graph
[8] graphsummit

Top Hashtags in Tweet in G2:
[93] graphconnect
[75] neo4j
[35] graph
[25] auradb
[17] graphsummit
[13] gdpr
[12] graphdatabase
[10] java
[9] graphdatascience
[6] datascience

Top Hashtags in Tweet in G3:
[29] neo4j
[4] python
[3] graphs
[3] datascience
[3] updatepatch
[3] 数学
[3] 統計
[2] graphconnect
[2] googlecloud
[2] gcp

Top Hashtags in Tweet in G4:
[23] graphconnect
[10] neo4j
[10] 100daysofcode
[10] tech
[10] cybersecurity
[9] covid19
[4] healthecco
[3] semspect
[3] datascience
[2] graph

Top Hashtags in Tweet in G5:
[3] gql
[3] sql
[3] iso
[2] ff
[2] database
[1] mdbw22
[1] graphconnect

Top Hashtags in Tweet in G6:
[36] neo4j
[12] datascience
[10] machinelearning
[9] graphdatabase
[6] python
[6] graphconnect
[6] graphsummit
[5] database
[4] graphdatascience
[3] heroku

Top Hashtags in Tweet in G7:
[6] idccio
[1] futureofwork
[1] hybridwork
[1] workculture
[1] leadership

Top Hashtags in Tweet in G8:
[8] graphconnect
[3] graphs
[2] fujitsu
[2] graphsummit
[1] healthecco
[1] covid19
[1] structr
[1] neo4j
[1] machinelearning
[1] graphdatabase

Top Hashtags in Tweet in G9:
[1] graphconnect

Top Words
Top Words in Tweet in Entire Graph:
[1110] neo4j
[404] graph
[269] #neo4j
[257] data
[178] #graphconnect
[126] science
[121] databases
[119] today
[113] free
[111] show

Top Words in Tweet in G1:
[386] neo4j
[161] graph
[101] show
[95] free
[93] databases
[91] #neo4j
[91] today
[89] potential
[86] certified
[86] expertise

Top Words in Tweet in G2:
[300] neo4j
[93] #graphconnect
[81] graph
[75] #neo4j
[70] graphconnect
[68] data
[64] emileifrem
[64] openmarketingtv
[62] 2022
[58] live

Top Words in Tweet in G3:
[103] neo4j
[31] data
[30] graph
[29] #neo4j
[19] google
[19] cloud
[18] science
[15] database
[14] ai
[12] aurads

Top Words in Tweet in G4:
[28] neo4j
[23] #graphconnect
[10] #neo4j
[10] hi
[10] response
[10] henrygayle
[10] djbravo47
[10] #100daysofcode
[10] #tech
[10] #cybersecurity

Top Words in Tweet in G5:
[7] neo4j
[6] arangodb
[4] mongodb
[3] oracledatabase
[3] sqlserver
[3] db2zlabnews
[3] mysql
[3] postgresql
[3] teradata
[3] filemakertoday

Top Words in Tweet in G6:
[87] neo4j
[58] graph
[40] data
[38] python
[36] science
[36] #neo4j
[33] learn
[31] client
[29] tb_tomaz
[28] basic

Top Words in Tweet in G7:
[9] idcind
[9] data
[6] #idccio
[5] neo4j
[4] crowdstrike
[4] sharathsmurthy
[3] cloudflare
[3] suse
[3] pexip
[3] confluentinc

Top Words in Tweet in G8:
[20] fujitsulabs
[19] neo4j
[13] austin
[10] down
[9] structr
[9] agilelarus
[9] team
[8] #graphconnect
[8] count
[8] over

Top Words in Tweet in G9:
[10] neo4j
[8] geyser
[8] graphql
[7] gotten
[7] ton
[7] interest
[7] plugins
[7] thank
[7] aeyakovenko
[7] promoting

Top Words in Tweet in G10:
[10] neo4j
[9] ml
[8] shout
[8] nvidia
[8] labelbox
[8] helping
[8] accelerate
[8] deployment
[8] models
[8] production

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[126] data,science
[117] graph,databases
[96] graph,data
[86] certified,neo4j
[86] neo4j,today
[86] today,show
[86] show,expertise
[86] expertise,graph
[86] databases,employer
[86] employer,potential

Top Word Pairs in Tweet in G1:
[93] graph,databases
[86] certified,neo4j
[86] neo4j,today
[86] today,show
[86] show,expertise
[86] expertise,graph
[86] databases,employer
[86] employer,potential
[86] potential,clients
[86] clients,free

Top Word Pairs in Tweet in G2:
[49] data,science
[45] live,graphconnect
[44] neo4j,live
[39] graphconnect,2022
[34] meet,emiel
[34] emiel,eifrem
[34] eifrem,ceo
[34] ceo,co
[34] co,founder
[34] founder,neo4j

Top Word Pairs in Tweet in G3:
[22] graph,data
[18] google,cloud
[18] data,science
[14] science,google
[12] cloud,neo4j
[12] neo4j,aurads
[12] aurads,vertex
[12] vertex,ai
[9] trom,computers
[9] computers,development

Top Word Pairs in Tweet in G4:
[10] hi,response
[10] response,henrygayle
[10] henrygayle,djbravo47
[10] djbravo47,#100daysofcode
[10] #100daysofcode,#tech
[10] #tech,#cybersecurity
[10] #cybersecurity,fiverr
[9] neo4j,#graphconnect
[9] mdalami54029965,hi
[7] #neo4j,#graphconnect

Top Word Pairs in Tweet in G5:
[3] oracledatabase,sqlserver
[3] sqlserver,db2zlabnews
[3] db2zlabnews,mysql
[3] mysql,postgresql
[3] postgresql,mongodb
[3] mongodb,teradata
[3] teradata,filemakertoday
[3] filemakertoday,redisinc
[3] redisinc,neo4j
[3] neo4j,cassandra

Top Word Pairs in Tweet in G6:
[36] graph,data
[36] data,science
[35] neo4j,graph
[31] python,client
[31] client,neo4j
[28] basic,syntax
[28] newly,released
[28] released,python
[27] learn,basic
[27] syntax,newly

Top Word Pairs in Tweet in G7:
[3] crowdstrike,cloudflare
[3] cloudflare,suse
[3] suse,pexip
[3] pexip,confluentinc
[3] confluentinc,tech_mahindra
[3] tech_mahindra,servicenow
[3] servicenow,neo4j
[3] join,idcind's
[3] idcind's,sharathsmurthy
[3] sharathsmurthy,conversation

Top Word Pairs in Tweet in G8:
[8] count,down
[8] austin,texas
[7] neo4j,#graphconnect
[7] down,over
[7] over,fujitsulabs
[7] fujitsulabs,larus
[7] larus,team
[7] team,waiting
[7] waiting,graphconnect2022
[7] graphconnect2022,austin

Top Word Pairs in Tweet in G9:
[7] gotten,ton
[7] ton,interest
[7] interest,graphql
[7] graphql,neo4j
[7] neo4j,geyser
[7] geyser,plugins
[7] plugins,thank
[7] thank,aeyakovenko
[7] aeyakovenko,promoting
[6] lordnarfz0g,gotten

Top Word Pairs in Tweet in G10:
[8] shout,nvidia
[8] nvidia,neo4j
[8] neo4j,labelbox
[8] labelbox,helping
[8] helping,accelerate
[8] accelerate,deployment
[8] deployment,ml
[8] ml,models
[8] models,production
[7] googlecloudtech,shout

Top Replied-To
Top Replied-To in Entire Graph:
@neo4j
@mesirii
@rotnroll666
@kenfinnigan
@packrat74
@luannem
@idcind
@emileifrem
@nsmith_piano
@jotatx

Top Replied-To in G1:
@neo4j
@orthogonal3
@mesirii
@fbiville
@ashinyhellmet
@timbradgate
@rotnroll666
@apcj
@rlppharmd14
@silkjaer

Top Replied-To in G2:
@mesirii
@rotnroll666
@luannem
@jotatx
@mdavidallen
@jimwebber
@barabasi
@3edges_io
@alexandererdl
@akanimodonatus

Top Replied-To in G4:
@nsmith_piano
@zeshanghory
@emileifrem
@lyonwj

Top Replied-To in G5:
@craigmullins

Top Replied-To in G6:
@coding_charles
@wakuseo

Top Replied-To in G7:
@idcind

Top Replied-To in G8:
@agilelarus
@graphconnect
@fujitsulabs
@structr

Top Replied-To in G9:
@redacted_noah

Top Mentioned
Top Mentioned in Entire Graph:
@neo4j
@emileifrem
@graphconnect
@mesirii
@openmarketingtv
@rotnroll666
@tb_tomaz
@jimwebber
@pfizer
@aliciaframe1

Top Mentioned in G1:
@neo4j
@rotnroll666
@emileifrem
@mesirii
@barrasadv
@jimwebber
@nodejs
@graphconnect
@alexandererdl
@mjasay

Top Mentioned in G2:
@neo4j
@emileifrem
@graphconnect
@openmarketingtv
@mesirii
@pfizer
@aliciaframe1
@panamapapersdoc
@graph_aware

Top Mentioned in G3:
@vendepcapital

Top Mentioned in G4:
@neo4j
@n
@henrygayle
@djbravo47
@fiverr
@mdalami54029965
@pfizer
@ajarasch
@lnordwall
@nsmith_piano

Top Mentioned in G5:
@neo4j
@arangodb
@mongodb
@oracledatabase
@sqlserver
@db2zlabnews
@mysql
@postgresql
@teradata
@filemakertoday

Top Mentioned in G6:
@neo4j
@tb_tomaz
@danielcfng
@barrasadv
@maruthiprithivi
@coding_charles
@danmcgary
@wagenrace
@aaronholtn4j
@jimwebber

Top Mentioned in G7:
@neo4j
@idcind
@crowdstrike
@sharathsmurthy
@cloudflare
@suse
@pexip
@confluentinc
@tech_mahindra
@servicenow

Top Mentioned in G8:
@neo4j
@fujitsulabs
@larus
@agilelarus
@structr
@graphconnect
@galileoxai
@healthecco
@ajarasch

Top Mentioned in G9:
@aeyakovenko
@lordnarfz0g
@zeshanghory
@solscanofficial
@yugabyte
@worthlesspixels
@neo4j
@emileifrem

Top Mentioned in G10:
@nvidia
@neo4j
@labelbox
@googlecloudtech
@coding_charles

Top Tweeters
Top Tweeters in Entire Graph:
@andyvermaut
@xaelbot
@remindme_ofthis
@codedailybot
@mhall55nine
@aaroncuddeback
@vonrosenchild
@100xcode
@stream_caster
@fabriciosx

Top Tweeters in G1:
@remindme_ofthis
@ml_tweet_bot
@remindmetweets
@mumaralid
@blkhwk0ps
@gdprai
@talentgeek2
@tkusano
@djriveraros
@kampala64354631

Top Tweeters in G2:
@mhall55nine
@channelnewsasia
@openmarketingtv
@silentseawolf
@gdpr
@gdpr25thmay18
@grjenkin
@jotatx
@javageekbot
@news_nocode

Top Tweeters in G3:
@andyvermaut
@uhiiman
@suriyasubraman
@perlnews
@releaseteam
@rubygemsn
@realgophersship
@einpresswirepr
@money_personal
@itnan_ru

Top Tweeters in G4:
@codedailybot
@aaroncuddeback
@stream_caster
@codewithtwitchi
@devretweetbot
@streamersuprt
@enrikelopez
@nod3bot
@fiverr
@pouncey17

Top Tweeters in G5:
@craigmullins
@teradata
@filemakertoday
@couchbase
@mongodb
@influxdb
@sapinmemory
@sqlserver
@mariadb
@marklogic

Top Tweeters in G6:
@fabriciosx
@thecuriousluke
@xeronbot
@pyscalellc
@datasciencebot_
@py_data_sci
@kasungwa_
@roywahome
@tdatascience
@desemboltura

Top Tweeters in G7:
@deepakgurunath
@cloudflare
@tech_mahindra
@kohimavittal
@suse
@idc
@servicenow
@crowdstrike
@confluentinc
@idcind

Top Tweeters in G8:
@orianajanem
@linkurious
@inserpio
@fujitsulabs
@albertodela80
@structr
@agilelarus
@ollyspera1
@austinhwang4
@morgnersusanne

Top Tweeters in G9:
@aeyakovenko
@0xgembus
@lordnarfz0g
@axelverse_m
@yugabyte
@dcdoubles
@slurix_sol
@redacted_noah
@dixencider10
@solscanofficial

Top Tweeters in G10:
@darrenculbreath
@mkurib
@carolcramalho
@googlecloudtech
@vishnuprasadcm
@nvidia
@bottimus2
@cniongolo
@labelbox


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.