booz allen, Twitter, 4/7/2020 6:46:08 PM, 224566


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booz allen_2020-04-07_02-22-09.xlsx
booz allen_2020-04-07_02-22-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 07, 2020
Short Description:
booz allen via NodeXL https://bit.ly/2JJw0po
@campuscodi
@fmfrancoise
@boozallen
@bing_chris
@accountempsjobs
@saicjobs
@benioff
@zdnet
@mrkoot
@cybersec_feeds

Top hashtags:
#boozallen
#analyst
#it
#engineer
#opensource
#government
#software
#datascience

Description:
Description
The graph represents a network of 1,715 Twitter users whose tweets in the requested range contained "booz allen", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 07 April 2020 at 09:23 UTC.

The requested start date was Tuesday, 07 April 2020 at 00:01 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, 17-hour, 21-minute period from Tuesday, 24 March 2020 at 00:01 UTC to Monday, 06 April 2020 at 17:23 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 : 1715
Unique Edges : 1826
Edges With Duplicates : 2007
Total Edges : 3833
Number of Edge Types : 4
Tweet : 1952
Mentions : 582
MentionsInRetweet : 1254
Replies to : 45
Self-Loops : 1952
Reciprocated Vertex Pair Ratio : 0.00422960725075529
Reciprocated Edge Ratio : 0.00842358604091456
Connected Components : 372
Single-Vertex Connected Components : 287
Maximum Vertices in a Connected Component : 804
Maximum Edges in a Connected Component : 2527
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.345045
Graph Density : 0.00056540035584162
Modularity : 0.44869
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 1,715 Twitter users whose tweets in the requested range contained "booz allen", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 07 April 2020 at 09:23 UTC.

The requested start date was Tuesday, 07 April 2020 at 00:01 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, 17-hour, 21-minute period from Tuesday, 24 March 2020 at 00:01 UTC to Monday, 06 April 2020 at 17:23 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 : booz allen
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:
[154] https://www.zdnet.com/article/booz-allen-analyzed-200-russian-hacking-operations-to-better-understand-their-tactics/
[20] https://www.zdnet.com/article/booz-allen-analyzed-200-russian-hacking-operations-to-better-understand-their-tactics/#ftag=RSSbaffb68
[17] https://www.boozallen.com/about/diversity-and-inclusion/women-at-booz-allen.html
[12] https://www.boozallen.com/c/insight/publication/the-logic-behind-russian-military-cyber-operations.html
[10] https://www.3blmedia.com/News/Dr-Lauren-Neal-Forging-Path-Data-Science-and-Encouraging-Other-Women-Booz-Allen
[9] https://www.zdnet.com/article/booz-allen-analyzed-200-russian-hacking-operations-to-better-understand-their-tactics/?utm_source=dlvr.it&utm_medium=twitter#ftag=RSSbaffb68
[8] https://www.3blmedia.com/node/279176
[8] https://www.forbes.com/sites/monicamelton/2020/04/02/booz-allen-pledges-100-million-to-employees-and-job-security-through-july-1/?utm_source=TWITTER&utm_medium=social&utm_content=3245401599&utm_campaign=sprinklrForbesTechTwitter#ff1d7d6e9603
[8] https://www.zdnet.com/article/booz-allen-analyzed-200-russian-hacking-operations-to-better-understand-their-tactics/?ftag=COS-05-10aaa0g&taid=5e7db9a25ef3770001784bc5&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[7] https://www.3blmedia.com/node/280351

Top URLs in Tweet in G1:
[44] https://www.zdnet.com/article/booz-allen-analyzed-200-russian-hacking-operations-to-better-understand-their-tactics/
[11] https://www.zdnet.com/article/booz-allen-analyzed-200-russian-hacking-operations-to-better-understand-their-tactics/#ftag=RSSbaffb68
[4] https://www.zdnet.com/article/booz-allen-analyzed-200-russian-hacking-operations-to-better-understand-their-tactics/?utm_source=dlvr.it&utm_medium=twitter#ftag=RSSbaffb68
[4] https://www.forbes.com/sites/monicamelton/2020/04/02/booz-allen-pledges-100-million-to-employees-and-job-security-through-july-1/?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.zdnet.com/article/booz-allen-analyzed-200-russian-hacking-operations-to-better-understan/
[3] http://www.techmeme.com/200328/p12#a200328p12
[3] https://www.forbes.com/sites/monicamelton/2020/04/02/booz-allen-pledges-100-million-to-employees-and-job-security-through-july-1/
[2] https://www.zdnet.com/article/booz-allen-analyzed-200-russian-hacking-operations-to-better-understand-their-tactics/?utm_source=dlvr.it&utm_medium=twitter
[2] https://packetstormsecurity.com/news/view/31065/Booz-Allen-Analyzed-200-Russian-Hacking-Operations.html?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.zdnet.com/article/booz-allen-analyzed-200-russian-hacking-operations-to-better-understand-their-tactics/?ftag=COS-05-10aaa0g&taid=5e7e740b5ef3770001784ebd&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G2:
[1] https://timesofindia.indiatimes.com/business/india-business/global-companies-pledge-not-to-lay-off-staff/articleshow/74976303.cms

Top URLs in Tweet in G3:
[5] https://www.zdnet.com/article/booz-allen-analyzed-200-russian-hacking-operations-to-better-understand-their-tactics/
[1] https://www.zdnet.com/google-amp/article/booz-allen-analyzed-200-russian-hacking-operations-to-better-understand-their-tactics/?__twitter_impression=true
[1] https://www.techmeme.com/200328/p12
[1] https://twitter.com/campuscodi/status/1243417214562324480
[1] http://www.techmeme.com/200328/p12?utm_source=dlvr.it&utm_medium=twitter#a200328p12
[1] https://twitter.com/Bing_Chris/status/1242847282455871489

Top URLs in Tweet in G4:
[3] https://www.careerarc.com/job-listing/booz-allen-hamilton-inc-jobs-software-development-engineer-mid-31488115?campaign_id=12416&src=102&tx=xOsy0KXMJgvpUw&utm_campaign=TW102&utm_medium=TW&utm_source=JC
[3] https://www.careerarc.com/job-listing/booz-allen-hamilton-inc-jobs-2020-summer-games-intern-software-engineer-31294031?campaign_id=12572&src=102&tx=UqxhcIiyhUxy7A&utm_campaign=TW102&utm_medium=TW&utm_source=JC
[2] https://www.careerarc.com/job-listing/booz-allen-hamilton-inc-jobs-full-stack-software-engineer-32068020?campaign_id=9487&src=102&tx=iHuEHI9iDpIwDQ&utm_campaign=TW102&utm_medium=TW&utm_source=JC
[2] https://www.careerarc.com/job-listing/booz-allen-hamilton-inc-jobs-software-engineer-mid-32052927?campaign_id=12965&src=102&tx=njSTGumxKkPCsg&utm_campaign=TW102&utm_medium=TW&utm_source=JC
[2] https://www.careerarc.com/job-listing/booz-allen-hamilton-inc-jobs-software-development-engineer-31172425?campaign_id=12572&src=102&tx=PhutHkeFjvjsMA&utm_campaign=TW102&utm_medium=TW&utm_source=JC
[2] https://www.careerarc.com/job-listing/booz-allen-hamilton-inc-jobs-digital-signal-processing-sme-lead-31058607?campaign_id=12965&src=102&tx=H4mwQcB4LpIG3A&utm_campaign=TW102&utm_medium=TW&utm_source=JC
[2] https://www.zdnet.com/article/booz-allen-analyzed-200-russian-hacking-operations-to-better-understand-their-tactics/#ftag=RSSbaffb68
[2] https://www.careerarc.com/job-listing/booz-allen-hamilton-inc-jobs-computer-systems-security-specialist-32092007?campaign_id=6552&src=102&tx=lt2Rmgajis27xg&utm_campaign=TW102&utm_medium=TW&utm_source=JC
[2] https://www.careerarc.com/job-listing/booz-allen-hamilton-inc-jobs-data-scientist-manager-senior-32103604?campaign_id=15309&src=102&tx=qUXNyFKaRUekuQ&utm_campaign=TW102&utm_medium=TW&utm_source=JC
[2] https://www.careerarc.com/job-listing/booz-allen-hamilton-inc-jobs-front-end-developer-30122101?campaign_id=15309&src=102&tx=xSW8ZWDzpvqDZg&utm_campaign=TW102&utm_medium=TW&utm_source=JC

Top URLs in Tweet in G5:
[17] https://www.boozallen.com/about/diversity-and-inclusion/women-at-booz-allen.html
[8] https://www.3blmedia.com/News/Dr-Lauren-Neal-Forging-Path-Data-Science-and-Encouraging-Other-Women-Booz-Allen
[7] https://www.3blmedia.com/node/279176
[7] https://www.3blmedia.com/node/280351
[5] https://www.zdnet.com/article/booz-allen-analyzed-200-russian-hacking-operations-to-better-understand-their-tactics/
[4] https://kwhs.wharton.upenn.edu/2020/03/career-insight-cfo-lloyd-howell-jr-prepared-anything/
[4] https://www.zdnet.com/google-amp/article/booz-allen-analyzed-200-russian-hacking-operations-to-better-understand-their-tactics/?__twitter_impression=true
[3] https://knowledge.wharton.upenn.edu/article/why-leadership-diversity-matters-in-handling-crises-like-covid-19/
[3] https://www.washingtonian.com/2020/03/22/crisis-heroes-meet-the-virginia-couple-3d-printing-mask-shields-for-medical-workers/
[3] https://engage.bah.com/Article/Redirect/45db98b8-9c63-468a-acb5-0e35e99a7df3?uc=30185&g=b5b093d0-e773-48b2-8b67-fe5fa037690e&f=133974

Top URLs in Tweet in G6:
[1] https://www.boozallen.com/c/insight/publication/the-logic-behind-russian-military-cyber-operations.html
[1] https://www.zdnet.com/article/booz-allen-analyzed-200-russian-hacking-operations-to-better-understand-their-tactics/
[1] https://www.zdnet.com/article/booz-allen-analyzed-200-russian-hacking-operations-to-better-understand-their-tactics/?ftag=COS-05-10aaa0g&taid=5e7df56e5ef3770001784cb3&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G7:
[36] https://www.zdnet.com/article/booz-allen-analyzed-200-russian-hacking-operations-to-better-understand-their-tactics/
[8] https://www.boozallen.com/c/insight/publication/the-logic-behind-russian-military-cyber-operations.html
[6] https://www.zdnet.com/article/booz-allen-analyzed-200-russian-hacking-operations-to-better-understand-their-tactics/?ftag=COS-05-10aaa0g&taid=5e7db9a25ef3770001784bc5&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[5] https://www.zdnet.com/article/booz-allen-analyzed-200-russian-hacking-operations-to-better-understand-their-tactics/?ftag=COS-05-10aaa0g&taid=5e7f3562e370aa000162349a&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[5] https://www.zdnet.com/article/booz-allen-analyzed-200-russian-hacking-operations-to-better-understand-their-tactics/?ftag=COS-05-10aaa0g&taid=5e7e740b5ef3770001784ebd&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] https://www.zdnet.com/article/booz-allen-analyzed-200-russian-hacking-operations-to-better-understand-their-tactics/?ftag=COS-05-10aaa0g&taid=5e7df56e5ef3770001784cb3&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] https://www.zdnet.com/article/booz-allen-analyzed-200-russian-hacking-operations-to-better-understand-their-tactics/?ftag=COS-05-10aaa0g&taid=5e7ef28fe370aa00016233ad&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.zdnet.com/article/booz-allen-analyzed-200-russian-hacking-operations-to-better-understand-their-tactics/?ftag=COS-05-10aaa0g&taid=5e7e384b5ef3770001784dbe&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.zdnet.com/article/booz-allen-analyzed-200-russian-hacking-operations-to-better-understand-their-tactics/?ftag=COS-05-10aaa0g&taid=5e7eb3415ef3770001784fa6&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://redef.com/item/5e839672b99940584ae4ce1d?curator=TechREDEF

Top URLs in Tweet in G8:
[11] https://www.zdnet.com/article/booz-allen-analyzed-200-russian-hacking-operations-to-better-understand-their-tactics/
[1] https://boozallen.com/content/dam/boozallen_site/ccg/pdf/publications/bearing-witness-uncovering-the-logic-behind-russian-military-cyber-operations-2020.pdf

Top URLs in Tweet in G9:
[1] https://m.dailykos.com/stories/2013/6/10/1215137/-Proto-Fascist-Infrastructure-The-NSA-Booz-Allen-Unysis-Verizon-And-The-Koch-Bros
[1] https://www-zdnet-com.cdn.ampproject.org/c/s/www.zdnet.com/google-amp/article/booz-allen-analyzed-200-russian-hacking-operations-to-better-understand-their-tactics/

Top URLs in Tweet in G10:
[17] https://www.zdnet.com/article/booz-allen-analyzed-200-russian-hacking-operations-to-better-understand-their-tactics/
[4] https://www.zdnet.com/article/booz-allen-analyzed-200-russian-hacking-operations-to-better-understand-their-tactics/#ftag=RSSbaffb68
[2] https://www.careerarc.com/job-listing/booz-allen-hamilton-inc-jobs-contract-program-security-officer-30609541?campaign_id=11122&src=102&tx=p0gnapGMlrMHIg&utm_campaign=TW102&utm_medium=TW&utm_source=JC
[2] https://packetstormsecurity.com/news/view/31065/Booz-Allen-Analyzed-200-Russian-Hacking-Operations.html
[2] https://www.dataprivacycareers.com/jobs/31946396-privacy-compliance-consultant-mid-at-booz-allen?utm_source=dlvr.it&utm_medium=twitter
[2] https://into.ai/blog/news-stories/dr-lauren-neal-forging-a-path-in-data-science-and-encouraging-other-women-at-booz-allen/
[1] https://www.careerarc.com/job-listing/booz-allen-hamilton-inc-jobs-contract-program-security-officer-30633589?campaign_id=11122&src=102&tx=vIYvVyOcQc7MoA&utm_campaign=TW102&utm_medium=TW&utm_source=JC
[1] https://www.careerarc.com/job-listing/booz-allen-hamilton-inc-jobs-commercial-cyber-transformation-portfolio-lead-29980598?campaign_id=3695&src=102&tx=EieeeO6mr51ODw&utm_campaign=TW102&utm_medium=TW&utm_source=JC
[1] http://feeds.feedburner.com/~r/ItSecurityNewsAggregated/~3/qlmKojKBq20/?utm_source=feedburner&utm_medium=twitter&utm_campaign=it_securitynews
[1] https://www.zdnet.com/article/booz-allen-analyzed-200-russian-hacking-operations-to-better-understand-their-tactics/?ftag=COS-05-10aaa0g&taid=5e7db9a25ef3770001784bc5&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[376] careerarc.com
[240] zdnet.com
[153] bah.com
[41] boozallen.com
[40] forbes.com
[34] 3blmedia.com
[23] bit.ly
[19] twitter.com
[15] linkedin.com
[11] mba-exchange.com

Top Domains in Tweet in G1:
[97] careerarc.com
[73] zdnet.com
[11] twitter.com
[11] mba-exchange.com
[11] insideri.com
[10] linkedin.com
[9] forbes.com
[8] bit.ly
[7] techmeme.com
[4] packetstormsecurity.com

Top Domains in Tweet in G2:
[1] indiatimes.com

Top Domains in Tweet in G3:
[6] zdnet.com
[2] techmeme.com
[2] twitter.com

Top Domains in Tweet in G4:
[228] careerarc.com
[11] bit.ly
[2] zdnet.com
[1] bah.com
[1] 3blmedia.com
[1] linkedin.com

Top Domains in Tweet in G5:
[149] bah.com
[31] 3blmedia.com
[25] boozallen.com
[9] zdnet.com
[7] upenn.edu
[4] linkedin.com
[4] monster.com
[4] csrwire.com
[3] washingtonian.com
[2] americanbanker.com

Top Domains in Tweet in G6:
[2] zdnet.com
[1] boozallen.com

Top Domains in Tweet in G7:
[66] zdnet.com
[8] boozallen.com
[2] redef.com

Top Domains in Tweet in G8:
[11] zdnet.com
[1] boozallen.com

Top Domains in Tweet in G9:
[1] dailykos.com
[1] ampproject.org

Top Domains in Tweet in G10:
[23] zdnet.com
[4] careerarc.com
[2] packetstormsecurity.com
[2] dataprivacycareers.com
[2] into.ai
[1] feedburner.com
[1] buff.ly

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1519] boozallen
[293] analyst
[230] it
[92] engineer
[79] opensource
[72] government
[67] software
[49] datascience
[49] cybersecurity
[49] hacking



Top Hashtags in Tweet in G1:
[367] boozallen
[47] analyst
[45] government
[28] it
[24] engineer
[21] supplychain
[16] opensource
[12] jobs
[11] mba
[10] cybersecurity

Top Hashtags in Tweet in G4:
[928] boozallen
[195] analyst
[180] it
[59] engineer
[51] software
[42] opensource
[27] softwareengineering
[26] stackdeveloper
[26] highvaluedesign
[26] finance

Top Hashtags in Tweet in G5:
[40] womenintech
[27] lifeatbooz
[27] datascience
[26] unstoppable
[24] stem
[21] womenshistorymonth
[15] cybersecurity
[9] healthcare
[9] data
[9] employees

Top Hashtags in Tweet in G7:
[3] hacking
[3] cybersecurity
[1] russia
[1] boozallen
[1] malware
[1] gps
[1] russian

Top Hashtags in Tweet in G8:
[1] intelligence

Top Hashtags in Tweet in G10:
[23] hacking
[19] infosec
[16] russian
[16] boozallen
[11] security
[6] cybersecurity
[2] datascience
[1] gps
[1] privacyjobs
[1] privacy

Top Words
Top Words in Tweet in Entire Graph:
[2666] Words in Sentiment List#1: Positive
[413] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[81952] Non-categorized Words
[85031] Total Words
[2591] booz
[2537] allen
[1519] #boozallen
[1438] job
[1356] hamilton

Top Words in Tweet in G1:
[503] allen
[502] booz
[367] #boozallen
[357] hamilton
[326] job
[268] inc
[234] link
[233] bio
[185] click
[170] apply

Top Words in Tweet in G2:
[282] salesforce
[281] company
[281] take
[281] 90
[281] day
[281] lay
[281] pledge
[281] many
[281] thank
[281] those

Top Words in Tweet in G3:
[192] booz
[192] allen
[189] gru
[185] report
[185] russia's
[177] campuscodi
[176] military
[175] apt28
[174] earlier
[174] week

Top Words in Tweet in G4:
[936] booz
[932] allen
[928] #boozallen
[867] job
[722] inc
[717] hamilton
[639] link
[638] bio
[466] click
[417] apply

Top Words in Tweet in G5:
[180] booz
[164] boozallen
[132] allen
[107] women
[73] learn
[67] more
[60] month
[50] see
[47] people
[46] change

Top Words in Tweet in G6:
[97] gru
[96] booz
[96] allen
[95] report
[85] operations
[84] one
[84] ic's
[84] largest
[84] contractors
[84] released

Top Words in Tweet in G7:
[83] booz
[83] allen
[77] hacking
[70] analyzed
[70] 200
[70] operations
[70] better
[70] understand
[70] tactics
[69] russian

Top Words in Tweet in G8:
[51] booz
[51] allen
[50] operations
[47] analyzed
[47] 200
[47] russian
[47] hacking
[41] gru
[39] military
[38] hackers

Top Words in Tweet in G9:
[44] booz
[44] allen
[34] military
[27] proto
[27] fascist
[27] infrastructure
[27] nsa
[27] unysis
[27] verizon
[27] koch

Top Words in Tweet in G10:
[64] booz
[60] allen
[32] analyzed
[32] 200
[32] operations
[30] better
[29] understand
[29] tactics
[23] #hacking
[21] job

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2531] booz,allen
[1354] allen,hamilton
[1162] hamilton,inc
[1025] link,bio
[657] click,link
[376] inc,#boozallen
[371] acct,group
[337] group,job
[306] bio,apply
[305] analyzed,200

Top Word Pairs in Tweet in G1:
[498] booz,allen
[357] allen,hamilton
[268] hamilton,inc
[233] link,bio
[158] click,link
[94] inc,#boozallen
[74] bio,apply
[71] analyzed,200
[71] hacking,operations
[70] 200,russian

Top Word Pairs in Tweet in G2:
[281] company,take
[281] take,salesforce
[281] salesforce,90
[281] 90,day
[281] day,lay
[281] lay,pledge
[281] pledge,many
[281] many,thank
[281] thank,those
[280] benioff,company

Top Word Pairs in Tweet in G3:
[192] booz,allen
[174] earlier,week
[174] week,booz
[174] allen,published
[174] published,gigantic
[174] gigantic,80
[174] 80,report
[174] report,russia's
[174] russia's,military
[174] military,hackers

Top Word Pairs in Tweet in G4:
[932] booz,allen
[717] allen,hamilton
[714] hamilton,inc
[638] link,bio
[403] click,link
[231] acct,group
[229] inc,#boozallen
[215] group,job
[195] #boozallen,#analyst
[186] bio,apply

Top Word Pairs in Tweet in G5:
[132] booz,allen
[57] learn,more
[45] booz,allen's
[45] change,world
[34] part,booz
[33] allen's,#womenintech
[33] #womenintech,quote
[33] quote,series
[33] series,month
[33] month,see

Top Word Pairs in Tweet in G6:
[96] booz,allen
[84] allen,one
[84] one,ic's
[84] ic's,largest
[84] largest,contractors
[84] contractors,released
[84] released,lengthy
[84] lengthy,report
[84] report,ru
[84] ru,gru

Top Word Pairs in Tweet in G7:
[83] booz,allen
[70] analyzed,200
[70] operations,better
[70] better,understand
[70] understand,tactics
[69] allen,analyzed
[69] 200,russian
[69] russian,hacking
[69] hacking,operations
[26] tactics,zdnet

Top Word Pairs in Tweet in G8:
[51] booz,allen
[47] allen,analyzed
[47] analyzed,200
[47] 200,russian
[47] russian,hacking
[47] hacking,operations
[38] military,hackers
[37] operations,gru
[37] gru,military
[37] hackers,follow

Top Word Pairs in Tweet in G9:
[44] booz,allen
[27] proto,fascist
[27] fascist,infrastructure
[27] infrastructure,nsa
[27] nsa,booz
[27] allen,unysis
[27] unysis,verizon
[27] verizon,koch
[27] koch,bros
[27] bros,10

Top Word Pairs in Tweet in G10:
[60] booz,allen
[32] allen,analyzed
[32] analyzed,200
[30] operations,better
[29] better,understand
[29] understand,tactics
[22] #hacking,operations
[17] 200,russian
[16] allen,hamilton
[16] hamilton,inc

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@benioff
@campuscodi
@boozallen
@bing_chris
@zdnet
@mrkoot
@saicjobs
@accountempsjobs
@salesforce
@kirkdborne

Top Mentioned in G1:
@alisterbrenton
@ajbcsurveys

Top Mentioned in G2:
@benioff

Top Mentioned in G3:
@campuscodi
@techmeme
@msuiche
@qw5kcmv3
@swiftonsecurity
@protaapp

Top Mentioned in G4:
@saicjobs
@accountempsjobs
@baesystemsjobs
@lowescareers
@hftjobs
@workingatsrc
@workwithcolsa
@drs_careers
@sunrise_careers
@au_careers

Top Mentioned in G5:
@boozallen
@kirkdborne
@us_fda
@laurennealphd
@lifeatbooz
@justownit
@lifeat
@datafest_
@dmjncom
@ellemagazine

Top Mentioned in G6:
@bing_chris
@campuscodi
@zdnet

Top Mentioned in G7:
@zdnet
@campuscodi
@c
@virusbtn
@ptoveri
@ilvestoomas
@780thc
@argevise

Top Mentioned in G8:
@mrkoot
@switch_d
@bing_chris
@thegrugq
@cryptoron
@campuscodi

Top Mentioned in G9:
@tentoads4truth
@rodneycaston

Top Mentioned in G10:
@teamcymru
@wilfridblanc
@tmj_nv_secure
@zdnet
@tmj_caa_secure
@it_securitynews
@gurgling_mrd
@dmjncom
@mrsyiswhy
@tmj_vav_secure

Top Tweeters
Top Tweeters in Entire Graph:
@americanbanking
@jornalistavitor
@sectest9
@consumerfeed
@chris_1791
@engineersday
@chidambara09
@evankirstel
@dancas2
@cybersec_feeds

Top Tweeters in G1:
@americanbanking
@consumerfeed
@engineersday
@stocknewstimes
@lucas_wyrsch
@weekherald
@dispatchtribune
@iam__network
@bmangh
@stocknewswires

Top Tweeters in G2:
@andytoronto
@openmarketingtv
@quailcrown
@madversity
@ayirpelle
@drferdowsi
@nigelcameron
@ianmcalvert
@newsneus
@jmkuhn99

Top Tweeters in G3:
@chris_1791
@manson_marina
@mabelinr1994
@rev313
@khabirm
@youranonriots
@wrecksdart
@razmanrahim
@violettachihara
@piratepartyint

Top Tweeters in G4:
@chidambara09
@santchiweb
@entwistletx
@sec_cyber
@nvsdata
@borskikay
@arleneandrews_1
@drahmadbazzi
@pir8aye
@blkhwk0ps

Top Tweeters in G5:
@evankirstel
@dancas2
@cybersec_feeds
@rosenchild
@nembotavy_0101
@femtech_
@trippbraden
@techjunkiejh
@justbementalist
@zimrirosas

Top Tweeters in G6:
@strangeqargo
@claushoumann
@saltylenore
@alphaque
@secrecon
@daveaitel
@_fl01
@caseyjohnellis
@mrmeritology
@evematringe

Top Tweeters in G7:
@iggy
@adekleine
@jborrego
@mediaredef
@ansisegle
@zdnet
@mig30m6
@celestebyrne3
@candicelanier
@ukrainolution

Top Tweeters in G8:
@thegrugq
@kuriharan
@anon_lobo
@techmemechatter
@wendycockcroft
@gbessarab
@gelatin_cyborg
@ladyred_6
@garanceamarante
@switch_d

Top Tweeters in G9:
@theresamax
@sandradunn1955
@jjj5819
@cotey_mary
@annie5133
@robert_hove
@stunnedvoter
@now_justice
@lauferlaw
@bassher

Top Tweeters in G10:
@it_securitynews
@into_ai
@websecurityit
@dirac7
@mrsyiswhy
@vishne0
@aglongo
@global_hackers
@gurgling_mrd
@cyberseccare


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