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dataviz OR datavis_2017-12-07_02-00-00.xlsx
dataviz OR datavis_2017-12-07_02-00-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 07, 2017
Short Description:
dataviz OR datavis via NodeXL http://bit.ly/2AAE48H
@alevergara78
@jacburns_comext
@todoenpcve
@albertocairo
@randal_olson
@appwebtech

Description:
Description
The graph represents a network of 1,732 Twitter users whose tweets in the requested range contained "dataviz OR datavis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 07 December 2017 at 10:00 UTC.

The requested start date was Thursday, 07 December 2017 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 1-hour, 46-minute period from Thursday, 23 November 2017 at 11:30 UTC to Wednesday, 06 December 2017 at 13:16 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 : 1732
Unique Edges : 2774
Edges With Duplicates : 882
Total Edges : 3656
Self-Loops : 713
Reciprocated Vertex Pair Ratio : 0.011446012972148
Reciprocated Edge Ratio : 0.02263296869106
Connected Components : 245
Single-Vertex Connected Components : 99
Maximum Vertices in a Connected Component : 1144
Maximum Edges in a Connected Component : 2950
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.067162
Graph Density : 0.000884229036333775
Modularity : 0.620643
NodeXL Version : 1.0.1.389

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[46] https://www.jadirectives.com/best-data-analytics-courses/
[31] https://www.forbes.com/sites/gilpress/2017/11/09/10-predictions-for-ai-big-data-and-analytics-in-2018/#28042283403c
[19] https://www.fedscoop.com/lawmakers-push-chief-data-officers-every-agency-new-bill/
[19] https://www.sld.com/blog/digital-experiences/arvr-meet-neuroscience-and-revolutionize-retail-design/
[16] https://www.jadirectives.com/online-courses-on-data-science/
[15] https://datavis.lefigaro.fr/comment-uber-a-conquis-les-banlieues/
[14] https://buff.ly/2hVCiEp
[12] https://www.jadirectives.com/artificial-intelligence-courses/
[12] https://github.com/kbroman/broman/blob/master/R/grayplot_na.R
[12] http://callumprentice.github.io/apps/flight_stream/index.html

Top URLs in Tweet in G1:
[39] https://www.jadirectives.com/best-data-analytics-courses/
[14] https://buff.ly/2hVCiEp
[12] https://www.jadirectives.com/online-courses-on-data-science/
[10] https://www.sld.com/blog/digital-experiences/arvr-meet-neuroscience-and-revolutionize-retail-design/
[9] https://www.jadirectives.com/artificial-intelligence-courses/
[8] https://www.jadirectives.com/review-of-machine-learning-course-a-z-hands-on-python-r-in-data-science/
[6] https://www.techrepublic.com/article/what-to-do-when-big-data-gets-too-big/%C2%A0%E2%80%A6
[3] https://www.forbes.com/sites/gilpress/2017/11/09/10-predictions-for-ai-big-data-and-analytics-in-2018/#28042283403c
[2] https://yseop.com/blog/5-reasons-why-bi-needs-ai-2/
[2] https://buff.ly/2AEmZIq

Top URLs in Tweet in G2:
[6] https://www.sld.com/blog/digital-experiences/arvr-meet-neuroscience-and-revolutionize-retail-design/
[5] http://tweetedtimes.com/v/1229
[4] https://www.techrepublic.com/article/what-to-do-when-big-data-gets-too-big/
[4] https://www.jadirectives.com/best-data-analytics-courses/
[4] http://www.storytellingwithdata.com/blog/2017/11/22/use-cases-for-stacked-bars
[4] https://www.fedscoop.com/lawmakers-push-chief-data-officers-every-agency-new-bill/
[4] https://medium.com/digital-times/opening-the-times-dataviz-catalogue-c6fd6e30ccb2?source=twitterShare-39f5ab5613dc-1512511941
[4] https://www.echorivera.com/c2ss
[3] http://www.dear-data.com
[3] https://jschoeley.shinyapps.io/hmdexp/

Top URLs in Tweet in G3:
[23] https://www.forbes.com/sites/gilpress/2017/11/09/10-predictions-for-ai-big-data-and-analytics-in-2018/#28042283403c
[14] https://www.fedscoop.com/lawmakers-push-chief-data-officers-every-agency-new-bill/
[3] https://dupress.deloitte.com/dup-us-en/industry/financial-services/digital-transformation-in-financial-services.html
[3] http://blog.geoappsmith.com/r-or-python-which-to-choose-for-data-analysis
[3] http://www.highcharts.com/blog/213-histogram-when-why-how?utm_content=buffer37409&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://buff.ly/2hzeENW
[2] https://buff.ly/2AaJY0l
[2] https://devops.com/bringing-balance-to-the-force-between-devops-and-security/
[2] https://hubs.ly/H09fLsx0
[2] https://www.youtube.com/watch?v=MwJ6DXsuB1s&utm_content=buffere3ca7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G4:
[5] https://datavis.lefigaro.fr/comment-uber-a-conquis-les-banlieues/
[3] https://www.sld.com/blog/digital-experiences/arvr-meet-neuroscience-and-revolutionize-retail-design/
[3] https://affiliatebootcamp.com/retire-in-100?cf_affiliate_id=512048&affiliate_id=512048
[3] http://www.infocaptor.com/bubble-my-page
[2] https://twitter.com/martinstabe/status/935408201771769856
[1] https://twitter.com/i/web/status/933662257287905280
[1] https://twitter.com/i/web/status/933662639154229248
[1] https://twitter.com/i/web/status/933670862548623360
[1] https://twitter.com/i/web/status/933666321493045249
[1] https://twitter.com/i/web/status/933674745136021505

Top URLs in Tweet in G5:
[6] https://www.assetstore.unity3d.com/#!/content/80125?aid=1101lGsd&pubref=twitter
[4] http://www.visualcapitalist.com/2000-years-economic-history-one-chart/
[4] https://www.instituteforgovernment.org.uk/explainers/grade-structures-civil-service
[3] http://customerinsightleader.com/polls/data-viz-award-winners/?utm_content=buffer6766d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://bit.ly/2Ah6MLL
[3] http://rpsychologist.com/d3/bayes/
[3] https://medium.com/@FILWD/from-data-visualization-to-interactive-data-analysis-e24ae3751bf3?utm_content=buffer4b5af&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.informationisbeautifulawards.com/showcase?award=2017&pcategory=short-list&type=awards&utm_content=buffer652d9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://twitter.com/visual_matters/status/935120092647567360
[2] https://www.jadirectives.com/online-courses-on-data-science/

Top URLs in Tweet in G6:
[9] http://visualizationuniverse.com/
[4] https://thelittledataset.com/
[3] https://www.swissinfo.ch/eng/business/migration-series_europe-s-immigration-balance-sheet/42495760?utm_content=bufferce57e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.nytimes.com/2017/11/25/opinion/sunday/how-to-get-your-mind-to-read.html?action=click&pgtype=Homepage&clickSource=story-heading&module=opinion-c-col-right-region®ion=opinion-c-col-right-region&WT.nav=opinion-c-col-right-region
[3] https://twitter.com/currankelleher/status/934408726672494592
[3] https://twitter.com/bencasselman/status/935493449444360192
[3] https://cran.r-project.org/web/packages/ggalluvial/vignettes/ggalluvial.html?utm_content=bufferbdd51&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://colinfay.me/back-budapest/?utm_content=buffer8350c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://bl.ocks.org/tomshanley/raw/a94a879c8d28e302ac2b89228f9bd1f7/
[2] https://drsimonj.svbtle.com/visualising-residuals

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/937717152668364800
[1] https://twitter.com/i/web/status/935192049183322112
[1] https://twitter.com/i/web/status/937152570434490368
[1] https://twitter.com/i/web/status/932290314043383809
[1] https://twitter.com/i/web/status/933285243401863169
[1] https://twitter.com/i/web/status/934954929202057218
[1] https://twitter.com/i/web/status/938034295813361664
[1] https://twitter.com/i/web/status/934475800866443265
[1] https://twitter.com/i/web/status/933662966418956295
[1] https://twitter.com/i/web/status/937660411914178560

Top URLs in Tweet in G8:
[12] http://callumprentice.github.io/apps/flight_stream/index.html
[3] http://www.visualcapitalist.com/walmart-nation-mapping-largest-employers-u-s/
[3] https://www.reddit.com/r/dataisbeautiful/comments/7fv6u3/stats_of_the_first_151_pokemons_stacked_to_total/
[2] https://www.economist.com/blogs/graphicdetail/2017/11/daily-chart-20
[1] https://twitter.com/i/web/status/935493140408143872
[1] https://twitter.com/i/web/status/932990469834989569
[1] https://twitter.com/i/web/status/933708294350364672
[1] https://twitter.com/i/web/status/936606451442831361
[1] https://twitter.com/i/web/status/937320140831645696
[1] https://twitter.com/i/web/status/936297146827067392

Top URLs in Tweet in G9:
[5] https://twitter.com/TimHarford/status/935443467379138560
[3] http://www.jadirectives.com.convey.pro/l/lGkxzZk
[3] http://www.jadirectives.com.convey.pro/l/Ayo9En8
[3] http://www.visualcapitalist.com.convey.pro/l/2PzQ3M4
[3] http://digr.io/blog/2016/08/22/advanced-tableau-visualizations/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[3] https://www.import.io/post/8-fantastic-examples-of-data-storytelling/?platform=hootsuite
[3] http://votingreform.ca/
[2] https://economictimes.indiatimes.com/et500
[2] https://www.tableau.com/about/blog/2017/1/tableau-cloud-netflix-original-64442?hootPostID=3f02f18154336051522fd45b855e60cf&utm_source=Twitter&utm_medium=Social&utm_campaign=Prospecting-ENT-IT-IT&hootPostID=3f02f18154336051522fd45b855e60cf
[1] https://twitter.com/i/web/status/937121238794764294

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/934347448683769861
[1] https://twitter.com/i/web/status/934472796700401665
[1] https://twitter.com/i/web/status/935101917260337152
[1] https://twitter.com/i/web/status/934449860409004032
[1] https://twitter.com/i/web/status/934438034342326273
[1] https://twitter.com/i/web/status/934772090380607491
[1] https://twitter.com/i/web/status/935854396210143232

Top Domains
Top Domains in Tweet in Entire Graph:
[773] twitter.com
[87] jadirectives.com
[31] forbes.com
[28] bit.ly
[26] buff.ly
[22] howmuch.net
[20] github.com
[19] fedscoop.com
[19] sld.com
[17] visualizationuniverse.com

Top Domains in Tweet in G1:
[101] twitter.com
[69] jadirectives.com
[16] buff.ly
[10] sld.com
[6] techrepublic.com
[3] forbes.com
[2] yseop.com
[2] chi2innovations.com
[1] youtube.com
[1] hubs.ly

Top Domains in Tweet in G2:
[113] twitter.com
[8] bit.ly
[8] jadirectives.com
[7] ift.tt
[6] sld.com
[6] tweetedtimes.com
[5] techrepublic.com
[5] sas.com
[5] youtube.com
[5] dailyinfographic.com

Top Domains in Tweet in G3:
[119] twitter.com
[23] forbes.com
[14] fedscoop.com
[5] buff.ly
[5] highcharts.com
[4] geoappsmith.com
[3] deloitte.com
[2] bit.ly
[2] devops.com
[2] hubs.ly

Top Domains in Tweet in G4:
[91] twitter.com
[11] paper.li
[5] lefigaro.fr
[4] bit.ly
[3] sld.com
[3] affiliatebootcamp.com
[3] infocaptor.com
[2] sdfanalytics.com
[1] fubiz.net
[1] irds-idf.fr

Top Domains in Tweet in G5:
[33] twitter.com
[6] unity3d.com
[6] jadirectives.com
[5] visualcapitalist.com
[4] customerinsightleader.com
[4] bit.ly
[4] org.uk
[3] rpsychologist.com
[3] medium.com
[2] informationisbeautifulawards.com

Top Domains in Tweet in G6:
[45] twitter.com
[11] visualizationuniverse.com
[5] r-project.org
[4] thefunctionalart.com
[4] thelittledataset.com
[3] swissinfo.ch
[3] nytimes.com
[3] colinfay.me
[3] ocks.org
[2] svbtle.com

Top Domains in Tweet in G7:
[26] twitter.com
[1] devops.com

Top Domains in Tweet in G8:
[12] github.io
[8] twitter.com
[3] visualcapitalist.com
[3] reddit.com
[2] economist.com

Top Domains in Tweet in G9:
[14] twitter.com
[10] convey.pro
[3] digr.io
[3] import.io
[3] votingreform.ca
[2] indiatimes.com
[2] tableau.com
[1] visualcapitalist.com
[1] jadirectives.com

Top Domains in Tweet in G10:
[7] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1519] dataviz
[548] bigdata
[486] datascience
[445] ai
[357] iot
[255] analytics
[246] ioe
[230] smm
[210] machinelearning
[200] data



Top Hashtags in Tweet in G1:
[278] dataviz
[207] bigdata
[202] datascience
[180] ai
[132] iot
[113] analytics
[112] machinelearning
[87] smm
[80] datascientist
[71] ux

Top Hashtags in Tweet in G2:
[241] dataviz
[60] bigdata
[58] datascience
[42] ai
[37] iot
[29] data
[27] analytics
[25] ioe
[23] smm
[20] business

Top Hashtags in Tweet in G3:
[211] dataviz
[137] bigdata
[133] ai
[114] datascience
[112] ioe
[91] iot
[78] cloudcomputing
[71] smm
[58] startup
[56] business

Top Hashtags in Tweet in G4:
[55] dataviz
[13] bigdata
[9] analytics
[7] iot
[6] datascience
[6] ai
[6] smm
[4] data
[4] visualization
[4] ddj

Top Hashtags in Tweet in G5:
[120] dataviz
[13] bigdata
[13] datascience
[10] ai
[8] obesity
[7] business
[6] research
[6] markets
[6] datascientist
[6] datavizox

Top Hashtags in Tweet in G6:
[92] dataviz
[30] ddj
[23] infographics
[20] rstats
[11] vg
[4] machinelearning
[4] ggplot2
[4] visualization
[3] europe
[3] data

Top Hashtags in Tweet in G7:
[55] bigdata
[55] dataviz
[44] iot
[43] datascience
[42] analytics
[34] ai
[32] smm
[28] data
[25] cybersecurity
[24] dataanalytcs

Top Hashtags in Tweet in G8:
[37] dataviz
[12] travel
[8] seattle
[4] bitcoin
[4] ireland
[3] walmart
[3] technology
[3] parenting
[3] pokemon
[3] africa

Top Hashtags in Tweet in G9:
[35] dataviz
[11] tableau
[6] dataanalytics
[6] business
[6] datascience
[6] datascientist
[5] rt
[4] microsoft
[4] powerbi
[4] qlik

Top Hashtags in Tweet in G10:
[38] dataviz
[10] usa
[7] economy
[3] military
[3] defense
[3] coffee
[2] maps

Top Words
Top Words in Tweet in Entire Graph:
[1263] Words in Sentiment List#1: Positive
[389] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[40624] Non-categorized Words
[42276] Total Words
[1585] dataviz
[676] data
[548] bigdata
[486] datascience
[458] ai

Top Words in Tweet in G1:
[278] dataviz
[207] bigdata
[202] datascience
[182] ai
[137] iot
[134] data
[117] analytics
[112] machinelearning
[95] infographic
[87] smm

Top Words in Tweet in G2:
[268] dataviz
[121] data
[60] bigdata
[58] datascience
[45] ai
[40] iot
[31] analytics
[30] course
[27] infographic
[26] using

Top Words in Tweet in G3:
[211] dataviz
[139] ai
[137] bigdata
[114] datascience
[112] ioe
[100] iot
[78] cloudcomputing
[72] appwebtech
[71] smm
[65] data

Top Words in Tweet in G4:
[75] dataviz
[17] data
[13] bigdata
[11] et
[11] les
[11] latest
[10] analytics
[10] garry's
[10] gazette
[9] visualization

Top Words in Tweet in G5:
[121] dataviz
[26] data
[16] new
[14] s
[13] 1
[13] bigdata
[13] datascience
[12] world
[12] maps
[10] best

Top Words in Tweet in G6:
[92] dataviz
[30] ddj
[24] infographics
[20] rstats
[20] albertocairo
[19] visualization
[18] dataandme
[16] data
[11] vg
[10] pinardag

Top Words in Tweet in G7:
[89] data
[57] fisher85m
[55] bigdata
[55] dataviz
[46] infographic
[44] iot
[43] datascience
[42] analytics
[36] evankirstel
[34] ai

Top Words in Tweet in G8:
[40] randal_olson
[37] dataviz
[20] neat
[16] way
[15] visualize
[12] interactive
[12] visualization
[12] world's
[12] flight
[12] paths

Top Words in Tweet in G9:
[35] dataviz
[13] tableau
[10] digr_io
[9] data
[7] best
[7] courses
[7] datascientist
[6] 29
[6] dataanalytics
[6] business

Top Words in Tweet in G10:
[38] dataviz
[30] simongerman600
[20] shows
[10] usa
[9] classic
[9] example
[9] beautiful
[9] utterly
[9] pointless
[9] bit

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[171] bigdata,analytics
[153] datascience,dataviz
[134] dataviz,ioe
[97] cloudcomputing,datascience
[91] analytics,dataviz
[83] iot,ioe
[81] ai,iot
[79] ai,machinelearning
[78] ai,fintech
[76] internetofthings,use

Top Word Pairs in Tweet in G1:
[85] bigdata,analytics
[65] analytics,dataviz
[64] ai,machinelearning
[60] history,ai
[58] brief,datascience
[58] datascience,history
[57] ml,bigdata
[55] machinelearning,ml
[55] dataviz,v
[55] v,capgemini

Top Word Pairs in Tweet in G2:
[17] datascience,dataviz
[15] data,visualization
[14] dataviz,project
[14] visualization,graduate
[14] graduate,course
[14] course,full
[14] full,content
[14] content,10
[14] 10,week
[14] week,online

Top Word Pairs in Tweet in G3:
[79] datascience,dataviz
[75] dataviz,ioe
[51] cloudcomputing,datascience
[39] ioe,digitaltransformation
[31] bigdata,analytics
[30] startup,growthhacking
[29] digitalmarketing,smm
[26] ai,bigdata
[26] cx,ml
[26] ml,startup

Top Word Pairs in Tweet in G4:
[10] latest,garry's
[10] garry's,dataviz
[10] dataviz,gazette
[5] comment,uber
[5] uber,et
[5] et,les
[4] les,autres
[4] autres,applications
[4] applications,transport
[4] transport,ont

Top Word Pairs in Tweet in G5:
[12] world,maps
[8] alarming,graphic
[8] graphic,worldwide
[8] worldwide,childhood
[8] childhood,obesity
[8] obesity,1996
[8] 1996,2016
[8] 2016,trans_world
[8] trans_world,dataviz
[8] dataviz,brianbokeefe

Top Word Pairs in Tweet in G6:
[18] dataviz,infographics
[15] infographics,ddj
[11] dataviz,ddj
[11] ddj,vg
[10] rstats,dataviz
[9] visualization,universe
[9] universe,dataviz
[8] pinardag,visualization
[6] congrats,infobeautyaward
[6] infobeautyaward,winners

Top Word Pairs in Tweet in G7:
[26] datascience,bigdata
[24] data,cx
[24] cx,inspiration
[24] inspiration,dataanalytcs
[24] dataanalytcs,infographic
[24] infographic,fisher85m
[24] fisher85m,datascience
[24] bigdata,analytics
[23] healthcare,data
[23] data,prime

Top Word Pairs in Tweet in G8:
[16] neat,way
[15] way,visualize
[12] interactive,visualization
[12] visualization,world's
[12] world's,flight
[12] flight,paths
[12] paths,travel
[12] travel,dataviz
[11] randal_olson,interactive
[8] pretty,neat

Top Word Pairs in Tweet in G9:
[6] 29,best
[6] best,dataanalytics
[6] dataanalytics,courses
[6] courses,business
[6] business,professionals
[6] professionals,datascience
[5] datascience,datascientist
[5] lovely,dataviz
[5] dataviz,article
[5] article,ft

Top Word Pairs in Tweet in G10:
[20] dataviz,shows
[13] simongerman600,dataviz
[9] classic,example
[9] example,beautiful
[9] beautiful,dataviz
[9] dataviz,utterly
[9] utterly,pointless
[9] pointless,bit
[9] bit,information
[9] information,flags

Top Replied-To
Top Replied-To in Entire Graph:
@manningbooks
@mjcavaretta
@stacylondoner
@stuckonsw
@climatereality
@datawrapper
@monfera
@albertocairo
@pciuccarelli
@novichkovnet

Top Replied-To in G2:
@manningbooks
@pciuccarelli
@mjcavaretta
@stacylondoner
@stuckonsw
@climatereality
@datawrapper
@novichkovnet

Top Replied-To in G5:
@lisacrost

Top Replied-To in G6:
@albertocairo
@wldseotutorials
@dataandme
@solenflandes
@elijah_meeks

Top Replied-To in G8:
@markjhooper

Top Replied-To in G9:
@digr_io

Top Mentioned
Top Mentioned in Entire Graph:
@jacburns_comext
@appwebtech
@fisher85m
@ipfconline1
@capgemini
@deeplearn007
@jblefevre
@randal_olson
@evankirstel
@andysugs

Top Mentioned in G1:
@ipfconline1
@jacburns_comext
@capgemini
@deeplearn007
@jblefevre
@jblefevre60
@ahmedjr_16
@chboursin
@appwebtech
@fisher85m

Top Mentioned in G2:
@currankelleher
@github
@youtube
@craigtaylorgis
@appwebtech
@fisher85m
@flightradar24
@idashboards_uk
@andysugs
@dhabolt

Top Mentioned in G3:
@appwebtech
@aalnaggar
@andysugs
@digitalkeith
@4orgexcellence
@jacburns_comext
@halseeliza
@antgrasso
@petioteric
@ipfconline1

Top Mentioned in G4:
@busines63211205
@irdsidf
@hizy_org

Top Mentioned in G5:
@infobeautyaward
@trans_world
@brianbokeefe
@erictopol
@s_auffret
@kantar
@lianabell8
@jburnmurdoch
@glaciogenicart

Top Mentioned in G6:
@albertocairo
@dataandme
@pinardag
@nadiehbremer
@infobeautyaward
@densitydesign
@oddityviz
@thinkr_fr
@_colinfay
@spatialanalysis

Top Mentioned in G7:
@fisher85m
@evankirstel
@jacburns_comext
@mikedelgado
@ossia
@vizworld
@esurety
@appwebtech
@meisshaily
@pierrepinna

Top Mentioned in G8:
@randal_olson
@papalamour
@markjhooper

Top Mentioned in G9:
@digr_io
@irinnews
@karenwespieser
@axelrod_eric
@ronald_vanloon
@hansrosling
@benparker140
@jakevdp
@mikefritz67

Top Mentioned in G10:
@simongerman600
@stevefaeembra

Top Tweeters
Top Tweeters in Entire Graph:
@indiegamedevbot
@arkangelscrap
@robre62
@nosqldigest
@startuprealtime
@sectest9
@alevergara78
@yahyaalireal
@ehfoundation237
@evankirstel

Top Tweeters in G1:
@arkangelscrap
@nosqldigest
@startuprealtime
@itknowingness
@gmizrachi
@lelkan
@fmarin_es
@biconnections
@utarsystems
@janmanimoi

Top Tweeters in G2:
@alevergara78
@yahyaalireal
@annaercilla
@dj_shaily
@financialtimes
@arichduvet
@theeconomist
@onlinetraderbiz
@theipaper
@reddit

Top Tweeters in G3:
@robre62
@sectest9
@smartcityfeed
@andysugs
@octavianotatau
@youbrandinc
@dolarhoycol
@calcaware
@homeaiinfo
@hackerslist

Top Tweeters in G4:
@red_global
@info_lideres
@summedupusa
@dziennikarz
@pythonloop
@creative_talent
@alisovino
@sdouche
@grjenkin
@3753cruithne

Top Tweeters in G5:
@indiegamedevbot
@zippylab
@parmigiani_s
@obamamissmeyet
@todoenpcve
@indiedevdog
@getkrissed
@pablorodas
@blackfreelance1
@upwork

Top Tweeters in G6:
@7wdata
@iinderz
@demokrathaber
@thomasforth
@hrbrmstr
@briantrice
@albertocairo
@puntofisso
@juanjobote
@cavalenzu

Top Tweeters in G7:
@ehfoundation237
@evankirstel
@pvalsfr
@viiiiiinnn
@sofiamiller0
@sylviajanotta
@blockchainbiz
@edwardmartain
@yanstv
@motolin5

Top Tweeters in G8:
@gis_sharer
@o2webdev
@viksaaskool
@daverubal
@markjhooper
@alexey_r
@ardalby71
@sharno3
@nyampire
@mobbible

Top Tweeters in G9:
@gamergeeknews
@codingflux_
@axelrod_eric
@bumblebike
@irinnews
@ronald_vanloon
@digr_io
@database_ma
@benparker140
@edvaldez8888

Top Tweeters in G10:
@tonybeamish
@kj_mestre
@fortpapalia
@devarshi_21
@caffienekitty
@pothila
@nilz
@yanoak
@timchapman_
@altag