datamining, Twitter, 4/12/2021 11:43:33 AM, 252672


FAQ | Problem?

datamining_2021-04-11_23-27-41.xlsx
datamining_2021-04-11_23-27-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 12, 2021
Short Description:
datamining via NodeXL https://bit.ly/3d6xCch
@kirkdborne
@ume_kyd
@albertoemachado
@analytics_699
@kart_tour
@godfrey_g_
@chidambara09
@cardanoae
@fabriciosx
@marcusborba

Top hashtags:
#ai
#datamining
#python
#datascience
#machinelearning
#bigdata
#analytics
#rstats

Description:
Description
The graph represents a network of 2,866 Twitter users whose tweets in the requested range contained "datamining", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 12 April 2021 at 06:37 UTC.

The requested start date was Monday, 12 April 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 13-day, 23-hour, 14-minute period from Monday, 29 March 2021 at 00:20 UTC to Sunday, 11 April 2021 at 23:35 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 : 2866
Unique Edges : 1339
Edges With Duplicates : 12353
Total Edges : 13692
Number of Edge Types : 5
Retweet : 5448
MentionsInRetweet : 5881
Tweet : 1588
Mentions : 536
Replies to : 239
Self-Loops : 1718
Reciprocated Vertex Pair Ratio : 0.0121468180617903
Reciprocated Edge Ratio : 0.024002087138012
Connected Components : 481
Single-Vertex Connected Components : 218
Maximum Vertices in a Connected Component : 1249
Maximum Edges in a Connected Component : 11050
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.861277
Graph Density : 0.000466807695446037
Modularity : 0.25674
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,866 Twitter users whose tweets in the requested range contained "datamining", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 12 April 2021 at 06:37 UTC.

The requested start date was Monday, 12 April 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 13-day, 23-hour, 14-minute period from Monday, 29 March 2021 at 00:20 UTC to Sunday, 11 April 2021 at 23:35 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 : datamining
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:
[337] https://successanalytics.blogspot.com/
[191] https://www.theinsaneapp.com/2020/11/free-machine-learning-data-science-and-python-books.html
[109] https://www.datasciencecentral.com/profiles/blogs/book-artificial-intelligence-with-python-1
[86] https://www.fiverr.com/dataenteryexpe/do-web-crawling-or-web-scraping-from-directory-website
[66] https://twinybots.ch/
[45] http://www.fiverr.com/120500050?utm_campaign=gigs_show&utm_medium=shared&utm_source=twitter&utm_term=ak3mjQ
[43] https://www.fiverr.com/share/dDRXe0
[37] https://www.fiverr.com/dataenteryexpe/do-automatically-web-scraping-data-extraction-or-data-collection
[35] https://discordapp.com/invite/VxUWsD5
[33] https://dy.si/wQpyV

Top URLs in Tweet in G1:
[337] https://successanalytics.blogspot.com/
[187] https://www.theinsaneapp.com/2020/11/free-machine-learning-data-science-and-python-books.html
[64] https://www.datasciencecentral.com/profiles/blogs/book-artificial-intelligence-with-python-1
[33] https://cursortek.com/business-data-details.php?country=us&category=medical-centers
[33] https://cursortek.com/business-data-details.php?country=us&category=accountants
[33] https://cursortek.com/business-data-details.php?country=us&category=real-estate-agents
[33] https://cursortek.com/business-data-details.php?country=us&category=massage-therapy
[33] http://www.fiverr.com/120500050?utm_campaign=gigs_show&utm_medium=shared&utm_source=twitter&utm_term=ak3mjQ
[33] https://cursortek.com/business-data-details.php?country=us&category=acupuncture
[32] https://twinybots.ch/

Top URLs in Tweet in G2:
[16] https://candidatures.alima.ong/en_US/jobs/detail/stage-assistant-e-base-de-donnees-et-datamining-dakar-h-f-374

Top URLs in Tweet in G3:
[44] https://www.datasciencecentral.com/profiles/blogs/book-artificial-intelligence-with-python-1
[29] https://twinybots.ch/
[19] https://www.datasciencecentral.com/profiles/blogs/evolution-of-process-mining-a-look-at-the-history-1
[15] https://dy.si/wQpyV
[13] https://twitter.com/search?q=amzn.to%20from:kirkdborne&src=typed_query&f=live
[13] https://www.datasciencecentral.com/profiles/blogs/free-book-a-comprehensive-guide-to-machine-learning-berkeley
[10] https://www.datasciencecentral.com/profiles/blogs/deep-learning-data-sets-for-every-data-scientist
[9] https://www.datasciencecentral.com/profiles/blogs/free-book-probability-and-statistics-cookbook
[9] https://www.datasciencecentral.com/profiles/blogs/free-online-book-machine-learning-from-scratch
[9] https://customerthink.com/customer-data-mining-in-the-21st-century/

Top URLs in Tweet in G4:
[12] http://www.fiverr.com/201109478?utm_campaign=gigs_show&utm_medium=shared&utm_source=copy_link&utm_term=AYb9aQ
[7] https://www.fiverr.com/fahad_ali702/do-yellow-pages-google-map-business-data-scrapping
[5] https://twinybots.ch/
[4] https://www.fiverr.com/pallabshawan/do-your-offline-and-online-data-entry-within-24-hours
[4] https://www.fiverr.com/muhammadshoa555?up_rollout=true
[4] https://www.fiverr.com/email_hunting
[4] https://upwork.com/o/profiles/users/~01d830fdca9c21fae1/
[3] https://cogconnected.com/2021/04/assassins-creed-valhalla-dlc-3-datamining/
[3] https://www.upwork.com/ab/flservices/cl/api/public/org/1245264168412020737
[3] https://cutt.ly/wxuPH68NnN

Top URLs in Tweet in G5:
[1] https://1213833959zyt.lofter.com/post/1ef8ecef_1cbdab6e4

Top URLs in Tweet in G6:
[8] http://www.fiverr.com/120500050?utm_campaign=gigs_show&utm_medium=shared&utm_source=twitter&utm_term=ak3mjQ
[7] https://www.haktansuren.com/hidden-words-behind-upvoted-websites-product-hunt/
[3] https://www.fiverr.com/share/dDRXe0
[1] https://towardsdatascience.com/nlp-with-rapids-yes-its-possible-1830287210ed
[1] https://dy.si/wQpyV

Top URLs in Tweet in G7:
[3] https://www.twitch.tv/wowhead
[1] https://www.wowhead.com/news/encrypted-9-0-9-ptr-build-38241-redeemed-sylvanas-maw-covenant-anduin-horse-321657
[1] https://www.wowhead.com/news/patch-9-1-encrypted-vendor-build-38279-chains-of-domination-ptr-soon-321755
[1] https://www.youtube.com/watch?v=KMAqXiKjWXo&feature=youtu.be


Top URLs in Tweet in G8:
[35] https://discordapp.com/invite/VxUWsD5
[2] https://twitch.tv/pikminapp
[2] https://youtu.be/Il0F0Bips_M
[1] https://twitter.com/news_pikmin/status/1380507877186617350
[1] https://twitter.com/news_pikmin/status/1374357279085060097
[1] https://discord.com/invite/mariokarttour
[1] https://discord.com/invite/QRZPvcSNmr
[1] https://www.youtube.com/watch?v=U1xNpVj1yPg&feature=youtu.be

[1] https://www.youtube.com/watch?v=KgXI5gGckvc&feature=youtu.be

[1] https://twitter.com/kart_tour/status/1365330901501161472

Top URLs in Tweet in G9:
[5] https://edarxiv.org/pbmvz/
[3] https://www.tigergraph.com/get-tigergraph/?utm_content=160399501&utm_medium=social&utm_source=twitter&hss_channel=tw-509849786
[3] https://e-learning-teleformacion.blogspot.com/2019/02/a-brief-history-of-data-science.html
[1] https://www.frontiersin.org/articles/10.3389/fpsyg.2021.653018
[1] http://al.ni
[1] https://twitter.com/CardanoAE/status/1348483610270183426
[1] https://www.dbta.com/Readers-Choice-Awards?utm_content=161525172&utm_medium=social&utm_source=twitter&hss_channel=tw-509849786
[1] https://solutionsreview.com/data-management/the-best-graph-databases/?utm_content=160231979&utm_medium=social&utm_source=twitter&hss_channel=tw-509849786
[1] https://www.tigergraph.com/graphaisummit/?utm_content=160033374&utm_medium=social&utm_source=twitter&hss_channel=tw-509849786
[1] http://www.tigergraph.com/cloud?utm_content=160236173&utm_medium=social&utm_source=twitter&hss_channel=tw-509849786

Top Domains
Top Domains in Tweet in Entire Graph:
[400] fiverr.com
[354] datasciencecentral.com
[342] blogspot.com
[261] cursortek.com
[243] globalbigdataconference.com
[191] theinsaneapp.com
[147] twitter.com
[99] coachmee.com
[93] amazon.com
[78] kdnuggets.com

Top Domains in Tweet in G1:
[338] blogspot.com
[261] cursortek.com
[231] globalbigdataconference.com
[192] datasciencecentral.com
[187] theinsaneapp.com
[99] fiverr.com
[90] coachmee.com
[77] kdnuggets.com
[63] finnstats.com
[46] medium.com

Top Domains in Tweet in G2:
[16] alima.ong

Top Domains in Tweet in G3:
[157] datasciencecentral.com
[47] amazon.com
[31] bah.com
[29] twinybots.ch
[19] dy.si
[14] twitter.com
[12] globalbigdataconference.com
[9] customerthink.com
[8] helioml.org
[7] medium.com

Top Domains in Tweet in G4:
[85] fiverr.com
[21] twitter.com
[9] linkedin.com
[7] upwork.com
[5] twinybots.ch
[4] dy.si
[4] the-tech-addict.com
[3] couponed12.com
[3] lnkd.in
[3] cogconnected.com

Top Domains in Tweet in G5:
[1] lofter.com

Top Domains in Tweet in G6:
[11] fiverr.com
[7] haktansuren.com
[1] towardsdatascience.com
[1] dy.si

Top Domains in Tweet in G7:
[3] twitch.tv
[2] wowhead.com
[1] youtube.com

Top Domains in Tweet in G8:
[35] discordapp.com
[4] youtube.com
[3] twitter.com
[2] twitch.tv
[2] discord.com
[2] youtu.be

Top Domains in Tweet in G9:
[13] tigergraph.com
[11] 7wdata.be
[5] edarxiv.org
[4] blogspot.com
[3] datasciencecentral.com
[1] frontiersin.org
[1] al.ni
[1] twitter.com
[1] dbta.com
[1] solutionsreview.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2502] ai
[2366] datamining
[2205] python
[2130] datascience
[2053] machinelearning
[2033] bigdata
[1837] analytics
[1456] rstats
[1156] data
[1124] reactjs



Top Hashtags in Tweet in G1:
[2308] ai
[2101] python
[1770] bigdata
[1755] machinelearning
[1744] analytics
[1653] datascience
[1426] rstats
[1243] datamining
[1114] reactjs
[958] iot

Top Hashtags in Tweet in G3:
[229] machinelearning
[182] datascience
[171] bigdata
[171] datamining
[132] abdsc
[128] ai
[88] python
[86] mathematics
[60] deeplearning
[46] datascientists

Top Hashtags in Tweet in G4:
[239] datamining
[84] dataentry
[37] datacollection
[32] webresearch
[30] datascraping
[28] leadgeneration
[24] webscraping
[21] data
[20] datascience
[19] copypaste

Top Hashtags in Tweet in G6:
[328] data
[54] bulk
[42] selling
[42] businesses
[40] future
[31] categoires
[29] dataanalytics
[25] profiles
[24] datamining
[17] datascience

Top Hashtags in Tweet in G7:
[2] warcraft
[2] shadowlands
[1] worldofwarcraft

Top Hashtags in Tweet in G8:
[99] mariokarttour
[74] mktn
[19] pikminmobile
[11] pikminapp
[2] pikmin
[2] rosalina
[2] nintendo
[2] mariokart
[2] mariokartwii
[2] berlinbyways2

Top Hashtags in Tweet in G9:
[185] datamining
[162] datascience
[134] dataanalytics
[110] ia
[41] amlo
[23] felizjueves
[23] felizmiercoles
[22] bigdata
[21] felizdomingo
[21] felizlunes

Top Hashtags in Tweet in G10:
[1] thelist

Top Words
Top Words in Tweet in Entire Graph:
[2500] #ai
[2366] #datamining
[2161] #python
[2128] #datascience
[2049] #machinelearning
[2028] #bigdata
[1837] #analytics
[1437] #rstats
[1428] data
[1133] #data

Top Words in Tweet in G1:
[2307] #ai
[2057] #python
[1765] #bigdata
[1753] #machinelearning
[1744] #analytics
[1653] #datascience
[1407] #rstats
[1243] #datamining
[1114] #reactjs
[995] analytics_699

Top Words in Tweet in G2:
[871] stage
[304] baxaadim
[291] dakar
[290] assistant
[290] base
[290] datamining
[290] contrat
[290] 12
[289] données
[289] durée

Top Words in Tweet in G3:
[244] kirkdborne
[227] #machinelearning
[182] #datascience
[171] #bigdata
[171] #datamining
[132] #abdsc
[128] #ai
[94] pdf
[90] free
[88] #python

Top Words in Tweet in G4:
[239] #datamining
[176] data
[84] #dataentry
[71] datamining
[58] mining
[55] entry
[41] link
[37] #datacollection
[34] web
[33] contact

Top Words in Tweet in G5:
[126] leaks
[126] unlike
[124] elysiumsclues
[124] regarding
[124] seems
[124] arknights
[124] system
[124] hacked
[124] malicious
[124] incident

Top Words in Tweet in G6:
[322] ume_kyd
[273] #data
[135] future
[127] value
[126] potential
[107] cursortek
[102] unstructured
[101] focus
[101] world
[100] journey

Top Words in Tweet in G7:
[95] build
[95] encrypted
[94] wowhead
[92] ptr
[84] surprise
[84] shadowlands
[84] featuring
[84] lich
[84] king
[84] pepe

Top Words in Tweet in G8:
[196] datamining
[105] tour
[105] kart_tour
[100] ninja
[99] #mariokarttour
[79] koopavocelot
[74] week
[74] #mktn
[73] spotlight
[58] pipe

Top Words in Tweet in G9:
[185] #datamining
[162] #datascience
[160] realizamos
[143] palabras
[140] frecuentes
[135] perfil
[135] horario
[135] publicaciones
[134] #dataanalytics
[114] twits

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[909] #rstats,#reactjs
[798] #analytics,#bigdata
[760] #iot,#iiot
[616] #python,#rstats
[612] #bigdata,#ai
[600] #artificialintelligence,#machinelearning
[591] #ai,#python
[545] #bulk,#data
[508] #reactjs,#iot
[395] #selling,#bulk

Top Word Pairs in Tweet in G1:
[901] #rstats,#reactjs
[789] #analytics,#bigdata
[730] #iot,#iiot
[607] #bigdata,#ai
[602] #python,#rstats
[587] #ai,#python
[586] #artificialintelligence,#machinelearning
[503] #reactjs,#iot
[477] #bulk,#data
[385] #ai,#rstats

Top Word Pairs in Tweet in G2:
[290] stage,assistant
[290] assistant,base
[290] datamining,dakar
[290] dakar,contrat
[290] contrat,stage
[290] stage,12
[289] baxaadim,stage
[289] base,données
[289] données,datamining
[289] stage,durée

Top Word Pairs in Tweet in G3:
[89] #bigdata,#datascience
[57] #datascience,#ai
[50] #abdsc,#bigdata
[48] download,free
[48] free,ebook
[48] ebook,47
[48] 47,pdf
[48] pdf,#mathematics
[48] #mathematics,needed
[48] needed,preparation

Top Word Pairs in Tweet in G4:
[56] data,mining
[55] data,entry
[33] #dataentry,#datamining
[28] link,below
[22] click,link
[21] entry,data
[16] web,scraping
[15] web,research
[15] #datamining,#datacollection
[14] mining,data

Top Word Pairs in Tweet in G5:
[124] regarding,leaks
[124] leaks,seems
[124] seems,arknights
[124] arknights,system
[124] system,hacked
[124] hacked,malicious
[124] malicious,incident
[124] incident,unlike
[124] unlike,various
[123] elysiumsclues,regarding

Top Word Pairs in Tweet in G6:
[102] value,unstructured
[101] potential,#data
[95] see,world
[95] world,different
[94] visualisation,information
[93] journey,continues
[93] continues,unleash
[93] unleash,unlimited
[93] unlimited,potential
[93] #data,focus

Top Word Pairs in Tweet in G7:
[84] surprise,encrypted
[84] encrypted,shadowlands
[84] shadowlands,ptr
[84] ptr,build
[84] build,featuring
[84] featuring,lich
[84] lich,king
[84] king,pepe
[84] pepe,anduin's
[84] anduin's,mount

Top Word Pairs in Tweet in G8:
[100] ninja,tour
[85] kart_tour,datamining
[84] datamining,ninja
[72] #mariokarttour,#mktn
[56] #mktn,datamining
[54] spotlight,week
[52] 50,pipe
[50] tour,50
[50] pipe,spotlight
[50] week,#mariokarttour

Top Word Pairs in Tweet in G9:
[149] realizamos,#datamining
[140] palabras,frecuentes
[135] frecuentes,perfil
[135] perfil,horario
[135] horario,publicaciones
[131] #datascience,#dataanalytics
[108] #datamining,análisis
[108] #dataanalytics,#ia
[105] análisis,palabras
[41] #datamining,anã

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@potus
@poke_miners
@luiz_fernando_j
@bts_twt
@lfc
@championsleague
@mrbeast
@ai_miami
@vanguardngrnews

Top Replied-To in G1:
@ai_miami
@luiz_fernando_j
@diddy
@catherineadenle

Top Replied-To in G4:

Top Replied-To in G5:
@simping_mephi2
@elysiumsclues
@yomihime_chan
@harem_eater

Top Replied-To in G7:
@wowhead
@stiven_srb
@morpheels

Top Replied-To in G8:
@thefazeoliver
@kart_tour

Top Replied-To in G10:
@tit_twatter

Top Mentioned
Top Mentioned in Entire Graph:
@analytics_699
@kirkdborne
@ume_kyd
@successanalytix
@baxaadim
@cursortek
@bigdataconf
@catherineadenle
@marcusborba
@elysiumsclues

Top Mentioned in G1:
@analytics_699
@kirkdborne
@successanalytix
@bigdataconf
@catherineadenle
@marcusborba
@cursortek
@gp_pulipaka
@ravikikan
@digitalmktnghub

Top Mentioned in G2:
@baxaadim

Top Mentioned in G3:
@kirkdborne
@datasciencectrl
@antgrasso
@bigdataconf
@machinelearnflx
@eli_krumova
@nirmalya08
@gakhov
@heptagontech
@grihasoft

Top Mentioned in G4:
@xfxfxfx9
@digitalabdur
@little_redstone
@kelyan_it
@smarttech_ai
@eddrisali42
@tamanna40006491
@elmaakter3279

Top Mentioned in G5:
@elysiumsclues

Top Mentioned in G6:
@ume_kyd
@cursortek
@producthunt
@haktansuren
@marcusborba
@kirkdborne

Top Mentioned in G7:
@wowhead
@stiven_srb
@songzeee

Top Mentioned in G8:
@kart_tour
@news_pikmin
@worldwideweb99
@koopavocelot
@nintendo
@nianticlabs
@harmwrecker
@ko
@zehaouhz

Top Mentioned in G9:
@cardanoae
@latinus_us
@brasnam_csbc
@tigergraphdb
@solutionsreview
@kirkdborne
@azza_0
@oyeeldebraye
@oye897
@odsc

Top Mentioned in G10:
@stevedeg1
@newforeststock
@andrewknight226
@cybremike1
@harvman1995
@toby1982777
@e8powell
@factgasm2
@tfoale
@shepherdnigel

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@sectest9
@thudao76
@chidambara09
@cybersec_feeds
@femtech_
@bitcoinagile
@pavan_sethi
@evankirstel
@xaelbot

Top Tweeters in G1:
@sectest9
@chidambara09
@cybersec_feeds
@femtech_
@xaelbot
@codedailybot
@bexxmodd
@codernotesbot
@cybersecurityn8
@rvp

Top Tweeters in G2:
@adamadiagne_
@a1goodson
@thiessifall
@djibril_otaku
@estifouleur
@wettanaam
@bingiewinkyg
@amprokaka1
@alexis__g_
@angem_kn

Top Tweeters in G3:
@evankirstel
@machinelearnflx
@valaafshar
@lkafle
@btptechsearch
@designthinkbot
@jamesvgingerich
@parvez1
@stanleyepstein
@botofdogecoin

Top Tweeters in G4:
@bitcoinagile
@1loriking
@shapolanq
@simulator8
@ascensionarcana
@playcritically
@dreampicker
@areajugones
@anonyshinki
@eutonous

Top Tweeters in G5:
@jannadbunny
@dojizerker
@satsuyurami
@chrisvonmuir
@nyalleus
@lunarfazes
@meistria
@bunwithahammer
@renaldirey77
@harem_eater

Top Tweeters in G6:
@hasscho
@tess_blue815
@okayamapc
@lib2015blog
@yukika337700
@openmarketingtv
@pitpi4
@ma2004777
@onomsalam2pas
@waterkojo

Top Tweeters in G7:
@himtroll
@jyonevel2
@reada_kuma
@artemisthemp
@blueblur95
@gokumon_blade
@w4768w
@therealvrro
@k4rliky
@yangsingi

Top Tweeters in G8:
@maslowluver4evr
@raytreau
@alexxneverson
@fdezzgarciiia
@asogirl29
@petit_blondinet
@unacoli
@hamidmu60973503
@thundervolt888
@kobethebear23

Top Tweeters in G9:
@eraser
@biconnections
@jmochoar
@lagugosi123
@proceso
@scalarhumanity
@nvsdata
@minombreesjenny
@e_nterdiscipl
@oye897

Top Tweeters in G10:
@etxberria55
@andrewknight226
@tfoale
@anarchobob
@brexit011
@emporersnewc
@iaincolledge
@joelbaccas
@roger_powell79
@twittersupport


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.