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data visualization_2019-12-05_20-46-03.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
December 06, 2019
Short Description:
data visualization via NodeXL http://bit.ly/2sQCz4q
@datawrapper
@nickkukoz
@simongerman600
@albertocairo
@justbementalist
@risin_developer
@chadskelton
@gijn
@barbaramaseda
@akdm_bot

Top hashtags:
#dataviz
#data
#datascience
#visualization
#datavisualization
#python

Description:
Description
The graph represents a network of 5,100 Twitter users whose tweets in the requested range contained "data visualization", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 06 December 2019 at 04:47 UTC.

The requested start date was Friday, 06 December 2019 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 7-day, 1-hour, 33-minute period from Thursday, 28 November 2019 at 13:57 UTC to Thursday, 05 December 2019 at 15:30 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 : 5100
Unique Edges : 5634
Edges With Duplicates : 889
Total Edges : 6523
Number of Edge Types : 3
Replies to : 189
Mentions : 5190
Tweet : 1144
Self-Loops : 1144
Reciprocated Vertex Pair Ratio : 0.0208249899879856
Reciprocated Edge Ratio : 0.0408003138485681
Connected Components : 1015
Single-Vertex Connected Components : 546
Maximum Vertices in a Connected Component : 1496
Maximum Edges in a Connected Component : 2497
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.321409
Graph Density : 0.000196039977081242
Modularity : 0.794895
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 5,100 Twitter users whose tweets in the requested range contained "data visualization", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 06 December 2019 at 04:47 UTC.

The requested start date was Friday, 06 December 2019 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 7-day, 1-hour, 33-minute period from Thursday, 28 November 2019 at 13:57 UTC to Thursday, 05 December 2019 at 15:30 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 : data visualization
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:
[35] https://gijn.org/2019/11/28/gijns-data-journalism-top-10-thanksgiving-travel-visualization-art-bad-charts-dataharvest/
[31] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Feasy-data-analysis-visualization-and-modeling-using-datasist-part-2-d2ce7fbf79e3
[30] https://www.knowablemagazine.org/article/mind/2019/science-data-visualization
[21] https://datachant.com/2019/12/02/power-bi-is-a-data-visualization-tool/
[18] https://www.nytimes.com/interactive/2019/12/02/climate/air-pollution-compare-ar-ul.html
[17] http://tweetedtimes.com/topic/BrianBBrian/data-visualization?s=tnp
[16] https://serialmentor.com/dataviz/
[13] https://qz.com/1235712/the-origins-of-the-scatter-plot-data-visualizations-greatest-invention/
[12] https://indicanews.com/2019/11/29/menon-vp-of-engineering-at-riverlog-talks-about-big-data-cyber-security/
[12] https://h-savran.blogspot.com/2017/08/learn-r-part-3-data-visualization.html

Top URLs in Tweet in G1:
[2] https://www.piie.com/about/employment/digital-content-producer
[1] http://tweetedtimes.com/v/15598

Top URLs in Tweet in G2:
[9] https://rawgraphs.io/
[7] https://twinybots.ch/
[7] https://www.nytimes.com/interactive/2019/12/02/climate/air-pollution-compare-ar-ul.html
[6] https://zpy.io/ca/1fd851d7
[5] https://news.ycombinator.com/item?id=21695561
[5] https://www.crm-tech.world/2018/07/24/https-www-crm-tech-world-2018-07-24-databox-im-test/
[5] https://www.kdnuggets.com/2019/n46.html?utm_source=dlvr.it&utm_medium=twitter
[4] https://taxprof.typepad.com/taxprof_blog/2019/11/data-visualization-and-student-evaluations-male-profs-are-brilliant-and-funny-female-profs-are-mean-.html
[4] https://readwrite.com/2019/11/21/best-data-visualization-tools-for-2020-reviewed/
[4] https://blog.datawrapper.de/create-data-visualization-for-free/

Top URLs in Tweet in G3:
[1] https://www.reddit.com/r/dataisbeautiful/comments/e1kg7t/visualization_of_sleeping_patterns_in_a_newborns/?utm_source=share&utm_medium=ios_app&utm_name=iossmf
[1] https://glitch.com/~world-population

Top URLs in Tweet in G4:
[32] https://gijn.org/2019/11/28/gijns-data-journalism-top-10-thanksgiving-travel-visualization-art-bad-charts-dataharvest/
[12] https://indicanews.com/2019/11/29/menon-vp-of-engineering-at-riverlog-talks-about-big-data-cyber-security/
[12] http://www.thefunctionalart.com/2019/11/the-bar-chart-race-is-fidget-spinner-of.html
[9] https://medium.com/nightingale/beyond-nightingale-being-a-woman-in-data-visualization-d7968d171ccf?source=twitterShare-7b93f1d02060-1575277670&_branch_match_id=link-729974335020751594
[8] http://www.thefunctionalart.com/2019/11/data-visualization-fashion.html
[7] https://www.linkedin.com/slink?code=ge4QRec
[7] https://link.medium.com/viZgOUeMQ1
[4] https://floq.to/aSL0P/
[3] http://www.thefunctionalart.com/2019/11/old-dogs-tom-hanks-and-analogies-in.html
[2] http://www.iotbigdatajobs.com/job/data-visualization-analyst/

Top URLs in Tweet in G5:
[26] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Feasy-data-analysis-visualization-and-modeling-using-datasist-part-2-d2ce7fbf79e3
[4] https://towardsdatascience.com/https-medium-com-risingdeveloper-easy-data-analysis-visualization-and-modeling-using-datasist-part1-8b26526dbe01
[3] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fhttps-medium-com-risingdeveloper-easy-data-analysis-visualization-and-modeling-using-datasist-part1-8b26526dbe01
[3] https://towardsdatascience.com/easy-data-analysis-visualization-and-modeling-using-datasist-part-2-d2ce7fbf79e3
[1] https://fitc.ca/speaker/aysegul-yonet/29567

Top URLs in Tweet in G6:
[9] https://www.forbes.com/sites/kalevleetaru/2019/02/24/why-data-visualization-is-equal-parts-data-art-and-data-science/#477bfb746dec
[6] https://www.amazon.com/gp/product/1491920513?ie=UTF8&camp=213733&creative=393185&creativeASIN=1491920513&linkCode=shr&tag=amz0e61-20&linkId=XZ5B6YOVTV3YJPMJ&me=&qid=
[6] https://www.datacamp.com/courses/interactive-data-visualization-with-plotly-in-r?tap_a=5644-dce66f&tap_s=411670-1f1ebc
[5] http://Ornitho.cat
[5] https://www.datacamp.com/courses/introduction-to-data-visualization-with-ggplot2?tap_a=5644-dce66f&tap_s=411670-1f1ebc
[5] https://www.datacamp.com/courses/data-visualization-with-ggplot2-2?tap_a=5644-dce66f&tap_s=411670-1f1ebc
[5] https://www.datacamp.com/courses/introduction-to-data-visualization-with-python?tap_a=5644-dce66f&tap_s=411670-1f1ebc
[5] https://www.amazon.com/gp/product/1785880071?ie=UTF8&camp=213733&creative=393177&creativeASIN=1785880071&linkCode=shr&tag=amz0e61-20&linkId=TUP6GHC6YXN6ZWES&
[5] https://www.datacamp.com/courses/data-visualization-in-r?tap_a=5644-dce66f&tap_s=411670-1f1ebc
[4] https://www.digitallearningland.com/best-business-intelligence-certification-online-course/#14_Data_Visualization_with_Tableau_Specialization

Top URLs in Tweet in G7:
[9] http://www.datasciencecentral.com/profiles/blogs/data-science-summarized-in-one-picture?utm_content=buffer6da62&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://www.extremetech.com/computing/302815-raspberry-pi-4-wi-fi-fails-when-using-1440p-video-output
[5] https://www.sharpsightlabs.com/blog/seaborn-boxplot/
[5] https://towardsdatascience.com/how-to-create-a-plotly-visualization-and-embed-it-on-websites-517c1a78568b
[4] https://www.datasciencecentral.com/profiles/blogs/a-comparative-analysis-of-top-6-bi-and-data-visualization-tools
[4] https://www.datasciencecentral.com/profiles/blogs/4-potential-problems-with-data-visualization
[4] https://zpy.io/ca/3f9dc336
[4] https://www.datasciencecentral.com/profiles/blogs/great-list-of-resources-data-science-visualization-machine-learni
[3] https://www.datavizualization.datasciencecentral.com/blog/7-visualizations-you-should-learn-in-r
[3] https://itsinfographics.com/network-visualization-mapping-shakespeares-tragedies/

Top URLs in Tweet in G8:
[9] https://www.indiegogo.com/projects/rawgraphs-2-0-a-web-app-for-data-visualization
[4] https://www.indiegogo.com/projects/rawgraphs-2-0-a-web-app-for-data-visualization#/
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-019-03705-y
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs10038-019-0687-0
[2] https://www.indiegogo.com/p/rawgraphs-2-0-a-web-app-for-data-visualization/cstw/22757529
[1] https://doi.org/10.1111/cgf.13727
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6876635/
[1] https://onlinelibrary.wiley.com/doi/full/10.1002/1097-0320(20011101)45:3%3C194::AID-CYTO1163%3E3.0.CO;2-C?cookieSet=1
[1] https://twitter.com/mykola/status/1198719315589160960
[1] https://www.peacearchnews.com/news/white-rock-only-b-c-community-where-female-police-officers-outnumber-men/

Top URLs in Tweet in G9:
[3] https://blog.datawrapper.de/create-data-visualization-for-free/
[1] https://blog.datawrapper.de/weekly-my-spotify-playlist-visualized/
[1] https://twitter.com/visualisingdata/status/1202190369418612736
[1] https://www.knowablemagazine.org/article/mind/2019/science-data-visualization
[1] https://twitter.com/palewire/status/1200096012620054528
[1] http://metoomentum.com/trending.html
[1] https://twitter.com/vis_research/status/1201575649816842245
[1] https://www.linkedin.com/slink?code=ew5ArGY
[1] https://github.com/datawrapper/api
[1] https://link.medium.com/StGg0SwzF1

Top URLs in Tweet in G10:
[1] https://www.nytimes.com/interactive/2019/12/02/climate/air-pollution-compare-ar-ul.html

Top Domains
Top Domains in Tweet in Entire Graph:
[143] twitter.com
[123] medium.com
[68] datacamp.com
[47] towardsdatascience.com
[37] knowablemagazine.org
[37] datasciencecentral.com
[37] linkedin.com
[35] gijn.org
[33] blogspot.com
[32] youtube.com

Top Domains in Tweet in G1:
[2] piie.com
[1] tweetedtimes.com

Top Domains in Tweet in G2:
[60] twitter.com
[32] medium.com
[19] linkedin.com
[16] upflow.co
[15] towardsdatascience.com
[13] kdnuggets.com
[10] rawgraphs.io
[9] youtube.com
[8] nytimes.com
[8] arxiv.org

Top Domains in Tweet in G3:
[1] reddit.com
[1] glitch.com

Top Domains in Tweet in G4:
[32] gijn.org
[25] thefunctionalart.com
[18] medium.com
[12] indicanews.com
[8] linkedin.com
[4] floq.to
[2] iotbigdatajobs.com
[2] kolabtree.com
[2] forbes.com
[2] miami.edu

Top Domains in Tweet in G5:
[29] medium.com
[7] towardsdatascience.com
[1] fitc.ca

Top Domains in Tweet in G6:
[61] datacamp.com
[21] digitallearningland.com
[17] amazon.com
[11] medium.com
[9] jadirectives.com
[9] forbes.com
[7] towardsdatascience.com
[5] ornitho.cat
[4] datasciencecentral.com
[4] knowablemagazine.org

Top Domains in Tweet in G7:
[27] datasciencecentral.com
[6] zpy.io
[5] itsinfographics.com
[5] extremetech.com
[5] sharpsightlabs.com
[5] towardsdatascience.com
[4] twitter.com
[3] toscanaopenresearch.it
[3] arxiv.org
[2] tobem.com

Top Domains in Tweet in G8:
[18] indiegogo.com
[4] nature.com
[3] twitter.com
[1] doi.org
[1] nih.gov
[1] wiley.com
[1] peacearchnews.com
[1] vimeo.com
[1] rawgraphs.io
[1] meetup.com

Top Domains in Tweet in G9:
[4] datawrapper.de
[3] twitter.com
[2] medium.com
[1] knowablemagazine.org
[1] metoomentum.com
[1] linkedin.com
[1] github.com
[1] tweetedtimes.com
[1] datapine.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[244] dataviz
[224] data
[154] datascience
[140] visualization
[83] datavisualization
[80] python
[71] bigdata
[66] machinelearning
[64] analytics
[52] ddj



Top Hashtags in Tweet in G1:
[1] climatechange
[1] climatecrisis
[1] climateaction

Top Hashtags in Tweet in G2:
[46] data
[28] visualization
[25] datavisualization
[20] dataviz
[19] analytics
[18] datascience
[14] machinelearning
[10] ai
[7] python
[7] analyst

Top Hashtags in Tweet in G4:
[46] ddj
[31] bigdata
[20] visualization
[15] dataviz
[14] artificialintelligence
[14] data
[11] cybersecurity
[10] ai
[9] spokesperson
[8] robotics

Top Hashtags in Tweet in G5:
[8] datascience
[2] blacktechtwitter
[1] datasist
[1] 100daysofcode
[1] fitcspotlight

Top Hashtags in Tweet in G6:
[46] dataviz
[38] blackfriday
[38] blackfriday2019
[36] datascience
[24] discounts
[21] data
[20] tutorial
[20] onlinecourses
[17] deeplearning
[16] machinelearning

Top Hashtags in Tweet in G7:
[39] data
[35] infographics
[33] dastascience
[23] visualization
[23] bigdata
[20] cybersecurity
[19] machinelearning
[16] programming
[16] starter
[15] datascience

Top Hashtags in Tweet in G8:
[4] indiegogo
[3] dataviz
[1] visualization

Top Hashtags in Tweet in G9:
[67] dataviz
[3] metoo
[2] big2019
[2] calendar
[2] data
[2] datacated
[1] dahc19
[1] dtla
[1] banksy

Top Words
Top Words in Tweet in Entire Graph:
[3459] Words in Sentiment List#1: Positive
[1270] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[106293] Non-categorized Words
[111023] Total Words
[4853] data
[4024] visualization
[878] global
[857] watch
[849] end

Top Words in Tweet in G1:
[836] visualization
[836] data
[832] till
[832] end
[832] synced
[832] agu
[832] model
[832] age
[832] arctic
[832] sea

Top Words in Tweet in G2:
[707] data
[554] visualization
[46] #data
[45] tools
[44] analysis
[39] analytics
[38] more
[37] using
[32] business
[31] use

Top Words in Tweet in G3:
[206] simongerman600
[205] visualization
[204] year
[204] data
[203] shows
[203] sleeping
[203] patterns
[203] newborn's
[203] first
[203] big

Top Words in Tweet in G4:
[160] data
[115] visualization
[52] gijn
[46] #ddj
[37] 10
[36] albertocairo
[31] #bigdata
[24] в
[23] top
[23] journalism

Top Words in Tweet in G5:
[130] risin_developer
[129] using
[121] article
[121] data
[113] visualization
[110] analysis
[108] modeling
[108] datasist
[106] easy
[101] published

Top Words in Tweet in G6:
[390] data
[274] visualization
[52] science
[51] learn
[46] #dataviz
[42] python
[41] interactive
[41] ggplot2
[38] #blackfriday
[38] #blackfriday2019

Top Words in Tweet in G7:
[116] data
[81] ronald_vanloon
[79] visualization
[43] #data
[42] one
[35] datasciencectrl
[35] #infographics
[34] shows
[33] complete
[33] chart

Top Words in Tweet in G8:
[137] data
[129] visualization
[47] chadskelton
[47] really
[46] people
[45] teach
[45] here's
[44] care
[44] learned
[43] fro

Top Words in Tweet in G9:
[138] datawrapper
[131] create
[75] more
[68] people
[67] #dataviz
[65] enable
[65] beautiful
[65] publish
[65] embed
[29] data

Top Words in Tweet in G10:
[96] thanks
[96] data
[96] visualization
[96] magic
[96] see
[96] levels
[96] damaging
[96] tiny
[96] particles
[96] wreak

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2276] data,visualization
[834] till,end
[834] end,synced
[834] synced,agu
[834] agu,visualization
[834] visualization,model
[834] model,age
[834] age,arctic
[834] arctic,sea
[834] sea,ice

Top Word Pairs in Tweet in G1:
[832] till,end
[832] end,synced
[832] synced,agu
[832] agu,visualization
[832] visualization,model
[832] model,age
[832] age,arctic
[832] arctic,sea
[832] sea,ice
[832] ice,data

Top Word Pairs in Tweet in G2:
[427] data,visualization
[35] visualization,tools
[21] data,analysis
[20] data,analytics
[19] analysis,visualization
[18] visualization,platform
[16] analytics,visualization
[16] data,science
[15] visualization,data
[15] visualization,use

Top Word Pairs in Tweet in G3:
[203] visualization,shows
[203] shows,sleeping
[203] sleeping,patterns
[203] patterns,newborn's
[203] newborn's,first
[203] first,year
[203] year,big
[203] big,respect
[203] respect,sticking
[203] sticking,data

Top Word Pairs in Tweet in G4:
[88] data,visualization
[30] 10,#ddj
[22] top,10
[16] beyond,nightingale
[16] nightingale,being
[16] being,woman
[16] woman,data
[16] visualization,stephanie
[16] stephanie,evergreen
[15] в,топ

Top Word Pairs in Tweet in G5:
[110] data,analysis
[108] analysis,visualization
[108] visualization,modeling
[108] modeling,using
[106] easy,data
[106] using,datasist
[101] article,medium
[101] medium,titled
[99] published,detailed
[99] detailed,article

Top Word Pairs in Tweet in G6:
[220] data,visualization
[47] data,science
[38] #blackfriday,#blackfriday2019
[30] interactive,data
[24] visualization,ggplot2
[22] data,analysis
[20] #tutorial,#onlinecourses
[18] visualization,python
[18] learn,create
[17] analysis,visualization

Top Word Pairs in Tweet in G7:
[68] data,visualization
[33] complete,#infographics
[33] #infographics,shows
[33] shows,one
[33] one,chart
[33] chart,#dastascience
[33] #dastascience,lifecycle
[33] lifecycle,go
[33] go,business
[33] business,understanding

Top Word Pairs in Tweet in G8:
[124] data,visualization
[45] teach,data
[44] visualization,people
[44] people,really
[44] really,care
[44] care,data
[44] visualization,here's
[44] here's,learned
[43] chadskelton,teach
[43] learned,fro

Top Word Pairs in Tweet in G9:
[66] more,people
[65] enable,more
[65] people,create
[65] create,beautiful
[65] beautiful,#dataviz
[65] #dataviz,create
[65] create,publish
[65] publish,embed
[65] embed,datawrapper
[64] datawrapper,enable

Top Word Pairs in Tweet in G10:
[96] thanks,data
[96] data,visualization
[96] visualization,magic
[96] magic,see
[96] see,levels
[96] levels,damaging
[96] damaging,tiny
[96] tiny,particles
[96] particles,wreak
[96] wreak,havoc

Top Replied-To
Top Replied-To in Entire Graph:
@kiricarini
@eagereyes
@ysptsps
@piyushgoyaloffc
@rahulkanwal
@humble
@chrisluv
@ineffectivemath
@amazingrando
@ogbenidipo

Top Replied-To in G3:
@simongerman600

Top Replied-To in G4:
@eagereyes
@chrisluv
@paulbradshaw
@corinne_podger
@jgibbins
@aeisman
@gerald_gartner
@sergiospagnuolo
@zachbowders
@frankelavsky

Top Replied-To in G5:
@data_bayes
@emeka_boris
@microsoft

Top Replied-To in G6:
@doc_lex
@mr_palmita

Top Replied-To in G7:
@marturo
@jakevdp

Top Replied-To in G8:
@noahi
@scheidegger
@freyaholmer
@rawgraphs

Top Replied-To in G9:
@willy_nourson
@courtney_erin_w
@lisacrost
@storybydata
@kjonge
@srlange
@evergreendata

Top Mentioned
Top Mentioned in Entire Graph:
@nickkukoz
@simongerman600
@risin_developer
@jswatz
@datawrapper
@statcan_eng
@gijn
@ronald_vanloon
@hellohubbard
@chadskelton

Top Mentioned in G1:
@nickkukoz
@piie
@vanessabas
@miguelgarci96

Top Mentioned in G2:
@sophiatseliem
@digitaldevnet
@countants1
@mscavazzin
@keyrus_be
@theflatarc
@ale6aly

Top Mentioned in G3:
@simongerman600
@ejsbrocco
@ralucanicola
@danellis314

Top Mentioned in G4:
@gijn
@albertocairo
@thecindyxiong
@jessicahullman
@stevefranconeri
@acotgreave
@sophiewarnes
@irworkshop
@paulbradshaw
@corinne_podger

Top Mentioned in G5:
@risin_developer
@emeka_boris
@data_bayes
@haksoat
@datascienceife
@zindiafrica
@aiplus_aau
@microsoft
@ayssomething

Top Mentioned in G6:
@datavizsociety
@dd_nana_
@dlearningland
@realscientists
@dd_fafa_
@rezacy
@opensociety
@gc_cuny
@dotdashco
@spotify

Top Mentioned in G7:
@ronald_vanloon
@datasciencectrl
@andymacnaughton
@theiggroup
@hatfieldmarylyn
@granvilledsc
@gplatsis
@angelhealthtech
@josh_ebner
@machinelearnflx

Top Mentioned in G8:
@chadskelton
@rawgraphs
@noahi
@beatricegobbo92
@indiegogo
@kwantlenu
@ngehlenborg
@annanowo
@nature
@howieseay

Top Mentioned in G9:
@datawrapper
@visualisingdata
@evergreendata
@defilippovale
@academicchatter
@nrkno
@camillegamboa
@lushomo_net
@storybydata
@elijah_meeks

Top Mentioned in G10:
@jswatz

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@sectest9
@cyberdomain
@nosqldigest
@parthpa07241800
@asamoh_
@chidambara09
@john1966olsen
@paxnostrum
@alizardx

Top Tweeters in G1:
@msmwatchdog2013
@jot_au
@wolfie_rankin
@blanketcrap
@amazingchevvolt
@didifrench
@joshollegien
@broomstick33
@mrkalman
@leel06lee

Top Tweeters in G2:
@esif22
@evanderburg
@cbinflux
@hntweets
@m157q_news_rss
@rpubsrecent
@_cirrus_minor_
@chandanrtcs
@somsirsa
@themehulpatel

Top Tweeters in G3:
@mahanthanut
@btkrth
@carlosruz_f
@thebarbarienne
@esceedee
@a_w_h_i_u
@drstip
@roderickcarlyle
@carlrigney
@elizapublishing

Top Tweeters in G4:
@chidambara09
@annoula64
@stachanna
@jeffbullas
@bbcnews
@ajenglish
@artologica
@google
@albertocairo
@datafloq

Top Tweeters in G5:
@kelly_bello230
@harlemmc
@rx_deyholar
@transition
@ovigho
@zamirlx
@thacoolbreeze
@shegzymu
@bondparkerbond
@big_black_fella

Top Tweeters in G6:
@alizardx
@bigdatabatman
@ladylisadcantu1
@jaco_chundabad
@realscientists
@akdm_bot
@davidvorpe65
@jhernanper
@marshal007_
@jmkuhn99

Top Tweeters in G7:
@arkangelscrap
@sectest9
@cyberdomain
@nosqldigest
@calcaware
@cybersec_feeds
@machinelearnflx
@nancyrubin
@andrewmorrisuk
@jonathanotcher1

Top Tweeters in G8:
@mabelgasca
@steltenpower
@bbbcccnnn
@gvwilson
@ctitusbrown
@duncangeere
@peacearchnews
@widdowquinn
@aneesha
@no_cqrt

Top Tweeters in G9:
@latimes
@nicebastard
@academicchatter
@newsreputation
@sqlchicken
@_eleanorina
@palewire
@nrkno
@josephtravers
@alreversesweep

Top Tweeters in G10:
@paxnostrum
@shortstack81
@samlitzinger
@nexusdog_uk
@jkohlmann
@blink2xamerica
@sparklysnarkery
@ghoshworld
@wangenstein
@nixxin