Skechers Women s B075LQ4RS4 on-The-Go Skechers 600-Nitto 600-Nitto Slide Sandal Black/Gray fbd2772 - wapmon.website\nSkechers Women s B075LQ4RS4 on-The-Go Skechers 600-Nitto 600-Nitto Slide Sandal Black/Gray fbd2772\nBoombah Men s Tyrant Digital Camo Slide Sandals - 11 Color Options - Multiple Sizes Black/Royal OluKai Ohana Sandals - Men s Dk Wood / Dk Wood Eagsouni Unisex Men Women Casual Couples Breathable Mesh Net Cloth Slippers Beach Shoes Anti-Slip Summer Beige KEEN Women s Venice H2 Sandal Beet Red/Neutral Gray , Water Sports Shoes, Inkach Unisex Yoga Surf Beach Snorkeling Socks Men/Women Swimming Diving Socks Swim Barefoot Skin Shoes Orange , KEEN Womens Evofit One Paloma/Raven , leanna Women s Boho Open Toe Hidden Wedge Heel Tassel Roma Gladiator Boots Sandals Shoes Red , SK Studio Mens Fisherman Strap Sandals Leather Athletic Sandal Green , Gold Pigeon Shoes GP9149 Durable Outdoor Water Sports Sandal with Easy Snap Lock Closure for Men Women Kids 7684 Navy Orange , Chaco Women s Zvolv X Athletic Sandal Raglan Pine , Pacific Trail Men s Chaski Sandal Black/Yellow PhiFA Men s Leather Athletic Outdoor Walking and Hiking Sandals Closed-Toe Light Brown adidas Duramo Slide Sandal White , Under Armour Men s Ignite V Slide Sandal Black (001)/White Summer Sandals, Inkach Fashion Women Simple Sandals Bowknot Ladies Shoes Black ECCO Women s Terra 3S Athletic Sandal Black/Teaberry Mordenmiss Men s Summer New Leather Beach Slippers Sandals Mm13 Yellowish Brown , Teva Womens Women s W Verra Sport Sandal North Atlantic MAVIRS Brand Women Sandals 2018 Summer Fringe Ankle Strap 12CM Stilettos Extreme High Heels Black Blue Shoes US Size 5-15 Brown Merrell Women s Terran Post II Sandal Taupe URBANFIND Men s Fashion Lightweight EVA Stripe Slide Slipper Black 2018 Clogs For Men Women Unisex Classic Casual Shoes Dressy Couple Beach Sandals Flip-Flops Comfortable Mint Green Oka-B Elle Pearl , Teva Women s Original Universal Sandal Sun/Moon Insignia Blue Pleaser SOL-901-O Clear/Clear Platform Slide Clear / Clear RAISINGTOP Unisex Men s Women s Summer Spring Flip-Flops Slippers Thong Aerosoles Beach Sandals Indoor Comfortable Brown KEEN Womens Evofit One Light Blue Merrell Women s Siren Flip Q2 Athletic Sandal Black PUMA Men s Divecat Athletic Sandal Black/White\nEvery client is different with different objectives. We have the flexibility and exprtise to match your budget with your needs Shamrock Irish Flag Slide Sandal For Men s Women Soft Bathroom Shower Beach Black Oksale Men Women Water Shoes Aqua Sock Yoga Exercise Pool Beach Dance Swim Slip On Surf Orange Northside Brille II Water Shoe (Toddler/Little Kid) Lilac/Aqua Lxso Men Women Water Shoes Quick-Dry Swim Shoes Lightweight Beach Aqua Socks with Drainage Holes Rose , Caterpillar Men s Fabricate Pull On Tough Waterproof Composite Toe Dark Beige Ariat Men s Tycoon Western Cowboy Boot Bar Top/Arizona Sky , Mavirs Knee High Boots, Women s Round Toe Thigh High Over The Knee Boots Stretch Suede Flat Heel Tall Boots Dark Red-3cm Crocs Unisex Crocband Flip Flop Black Timberland Women’s 6-inch Premium Waterproof Boots, Durable Leather Uppers with Padded Collar for Added Comfort Dark Burgundy , XYD Women Mule Pointy Toe Sandals Suede Slip on Low Kitten Heel Buckle Slide Shoes Hot Pink Crocs Women s Mercy Work Womens Clog Black/Black LaRosa Women s Sneaker Casual Fashion Loafer Slip-On Espadrille Flat Canvas Shoes Black Stripe LABO Men s Snow Boots Waterproof Insulated 5 Style by CITISHOESNYC Black-rainfur ESSEX GLAM Womens Over The Knee Boots Open Back Boots Burgundy Faux Suede , NIKE Men s Air Diamond Trainer Black/White/Metallic/Silver Riding Boots Women Fall Winter Comfortable Warm Zipper Knee High Boots By BIGTREE Gold , Dolce Vita Women s Celine Knee High Boot Brick Suede , Fergalicious Women s Tootsie Knee High Boot Doe , Michael Antonio Women s Presser Western Boot Steel SAS Womens Metro Pewter , Dr. Comfort Chris Men s Therapeutic Extra Depth Athletic Shoe leather/mesh lace-up Black TOMS Women s Classics Silver Glitter , Supra Men s Hammer Run Skate Shoe Andora-white , Vans Authentic Navy/True White Ros Hommerson Women s Nadia Oxfords Dark Brown Kid Suede / Brown Croc Patent , Rose Petals Women s Caliente Dress Pump Gold Micro Propét Women s Olivia Oxford Bronco Brown Re:ZERO Starting Life in Another World Cosplay Shoes Canvas Shoes Sneakers Black/White 2 White 6 DC Lynx Lite Unisex Skate Shoe Red Supra Vaider LC Sneaker Demitasse/Copper ,\nWe can handle it all. Skechers Women s B075LQ4RS4 on-The-Go Skechers 600-Nitto 600-Nitto Slide Sandal Black/Gray fbd2772


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Business people talking in meeting, Stock Photo, Picture And Royalty Free Image. Pic. CIE-412-34488 | agefotostock\nStock Photo - Business people talking in meeting\nImage Code: CIE-412-34488 Photographer: Tom Merton Collection: Caia Image User license: Royalty Free Shooting date: 6/25/2016 HI-RES availability: Up to XL 50 MB A3 (5120 x 3413 px - 17.1" x 11.4" - 300 ppi)\n@ 0.008 --> Keywords launching task... @ 0.009 --> GetKeywords: Getting cache @ 0.149 --> Keywords task start waiting @ 0.149 --> GetKeywords: Request cached? True @ 0.199 --> GetKeywords: File obtained @ 0.200 --> GetKeywords: File to Json @ 0.201 --> GetKeywords: DocLastUpdate checked @ 0.201 --> GetKeywords: Cached item @ 0.201 --> GetKeywords: keywords ampliacion @ 0.201 --> Keywords task completed


OneCart items (1,747)\nBrakes & ABS (256)\nEngine Cooling Systems (41)\nExhaust & Emissions (89)\nSensors & Relays (37)\nSteering, Suspension & Chassis (432)\n$366.04 reg $494.15\nMishimoto MISMMTC-F2D-03SL Transmission Cooler for 2003-2007 Ford 6.0 litre Powerstroke\n$338.58 reg $440.15\n$428.36 reg $556.87\n$407.60 reg $529.88\n$384.57 reg $499.94\n$374.29 reg $486.58\n702267 Exhaust Header\nDiamond Eye Performance DEPK4318S-RP 4 in. Turbo Back Muffler Single 409 Stainless Steel Exhaust Kit\n$371.05 reg $482.37\n$276.97 reg $360.06\n$390.09 reg $507.12\nAFE Power AFE49-03003NM 2003-2007 F250 - F350 Diesel V8-6.0L, Exhaust 4 in. Turbo Back\n$409.69 reg $532.60\nBBK Performance BBK3518 1.62 in. Shorty Tuned Length Exhaust Header\n$414.94 reg $539.42\n$281.41 reg $342.97\n$510.42 reg $663.55\nDorman 911-527 Evaporative Emissions Charcoal Canister\n$226.95 reg $295.04\nEGR Valve Standard EGV1067 fits 2003 Mitsubishi Outlander\n$238.20 reg $290.30\n$230.62 reg $248.98\n$478.77 reg $583.50\n$524.16 reg $638.82\nDorman 936-877 Rear Driveshaft for 2003-2007 Volvo XC90\n$717.68 reg $932.98\nDwyer Instruments Differential Pressure Gauge 2003\n$109.33 reg $113.99\nDorman 674745 Ford 1998 2003 Exhaust Manifold Kit Square\n$147.69 reg $192.00\nWALKER EXHST 54295 Exhaust Muffler\n$149.04 reg $193.75\nWALKER EXHST 54377 Exhaust Muffler\nWalker Exhaust 53377 Quiet Flow Muffler Assembly for 2002-2003 Lexus ES300\n$162.98 reg $211.87\n$676.44 reg $879.37\nWalker Exhaust W22-21551 Quiet-Flow Exhaust Muffler for 2003-2007 Chevrolet Express 3500\nWALKER EXHST 54378 Exhaust Muffler\n$100.45 reg $130.59\n18963 SoundFX Front Aluminized Steel Oval Direct Fit Exhaust Muffler for 2001-2003 Infiniti QX4\n$100.28 reg $130.36\nWalker Exhaust W22-56039 Exhaust Oem for 1999-2003 Nissan Maxima, Aluminized\n$111.61 reg $150.67\nWalker Exhaust 18963 SoundFX Front Aluminized Steel Oval Direct Fit Exhaust Muffler for 2001-2003 Infiniti QX4\nWALKER EXHST 21479 Exhaust Muffler - Silver\n21521 Exhaust Muffler - Silver\n$136.65 reg $177.65\nDorman 674746 Ford 1999 2003 Exhaust Manifold Kit Round


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Undersyk nei biomassasintrale | Omrop Fryslân Skip to main content\nUndersyk nei biomassasintrale 20 feb 2009 - 11:39\nAchtkarspelen wol ûndersykje oft der yn de gemeente ergens in biomassasintrale komme kin. Sa'n ynstallaasje kin soargje foar de ferwaarming fan bygelyks skoallen, swimbaden of sporthallen. Se wurde faak op houtsnippers stookt. Omdat yn Achtkarspelen in soad beamwâlen binne en dus ek in soad snoei-ôffal, liket it de gemeente in goed idee om sa'n biomassasintrale op te setten. Benammen ek omdat it ferbean is om houtôffal te ferbaarnen.\nKorreksje meldeLês foarTrefwurden: argyfView the discussion thread.Diel dit berjocht op: 20-02Yllegale ferhier fakânsjehuzen 20-02Jeugdspilers H'fean nei Emmen Besjoch ek...


Afrojack Shermanology - Can't Stop Me смотреть онлайн бесплатно | Бесплатные фильмы и сериалы\nдуркаина кинула с гражданством предательницу из России которая служила в Айдаре\nДжип триал. 12.06.17 город Комсомольск на Амуре\n1 ÐšÐ¾Ð½Ñ„ÐµÑ€ÐµÐ½Ñ†Ð¸Ñ ÐœÐžÐœ\ndelat nex )\nÃÂ»Ã‘Å½ÃÂ±ÃÂ¸ÃÂ¼Ã‘â€¹ÃÂ¹ Ã‘â€šÃ‘â‚¬ÃÂµÃÂº ÃÂ¼ÃÂ¾ÃÂµÃÂ¹ ÃÂºÃÂ¸Ã‘ Ã‘Æ’ÃÂ»Ã‘Å’ÃÂºÃÂ¸\nGD Arm Wrestling\nxxx home video by Vlad Leap\n1 сентября в школы города-героя Луганска поступили 2300 первоклассников.\nЗенит - Терек - 2 0\nBelle de Jour (1967) Luis Buñuel - subtitulada\nLa Kamila Ti Amo\nПреобразование выражений Asin x Bcos x к виду Сsin (x t)\nOvo je Srbija...AVI\nTeen Wolf - Lydia Peter Infinity\n3:7 - Afrojack & Shermanology - Can't Stop Me (USA Version)\nEDM Century - библиотека правильных релизов./edmcenturyt.me/edmcenturyt.me/edmcentury_crn\n3:37 - Afrojack x Shermanology - Can't Stop Me (Afrojack x Buddha Video Edit) (2012)\n5:26 - Afrojack & Shermanology - Can't Stop Me (R3hab & Dyro Remix)\nDownload on Beatport: >Get Can't Stop Me on iTunes now: >Join Wall Recordings on Facebook: htt...\n3:22 - Afrojack & Shermanology - Can't Stop Me (Official Music Video)\n4:41 - Afrojack & Shermanology -- Can't Stop Me\nвидео: >аудио: Afrojack & Shermanology -- Can't Stop Meмонтаж: Денис Галкин\n3:35 - Новое видео Афроджека (Afrojack) и Shermanology – Can’t Stop Me\nDownload "Can't Stop Me" on iTunes now: >Get tickets for Afrojack's 'Jacked' 2012 USA Tour:Live Nation: >Ticketmaster: >Watch more videos here:\n5:20 - Afrojack & Shermanology - Can't Stop Me (Tiësto Remix)\nDownload on Beatport: >Get Can't Stop Me on iTunes now: >Join Wall Recordings on Facebook: >Follow them on Twitter: >Check out Wall TV: >Just when you thought the number one record 'Can't Stop Me' couldn't get any bigger, EDM all-star DJ Tiesto took up the task of remixing this baby and he did it well! Sir Tiesto leaves most of the vocal\n3:21 - Afrojack & Shermanology - Can't Stop Me (Official Music Video)\n3:21 - Afrojack Shermanology Can't Stop Me (Official Music Video)\n3:17 - Afrojack Ft. Shermanology - Can't Stop Me (HD) 2012\n3:35 - Afrojack feat Shermanology - Can't Stop Me Now (Official Music Video) [HD]\nDownload "Can't Stop Me" on iTunes: >Download "Can't Stop Me" on Beatport: >Add Afrojack on Facebook: >Add Shermanology on Fb: >I DO NOT OWN ANY RIGHTS FOR THIS SONG AND VIDEO!!

\n4:49 - National Dance Day 2012 Boston Collaboration - Can't Stop Me - Afrojack and Shermanology\nvideo by Christopher Huang >A few dance crews in Boston organized and collaborated on July 21st, with the help of (Afrojack and Shermanology - Can't Stop Me)Wale - Bait choreography by0:58-1:13 Tarikh Campbell3:47-4:10 Adlai Grayson Individual Crews - and th\n5:44 - Afrojack feat. Shermanology - Can't Stop Me (Kryder & Tom Staar Vocal Mix)\nYour electro house overdose: >Support the artist, buy this track on iTunes:>Afrojack feat. Shermanology - Can't Stop Me (Kryder Tom Staar Vocal Mix)Afrojack feat. Shermanology - Can't Stop Me (Kryder Tom Staar Vocal Mix)Afrojack feat. Shermanology - Can't Stop Me (Kryder Tom Staar Vocal Mix)Afrojack feat. Shermanology - Can't Stop Me (Kryder Tom Staar Remix)Afrojack feat\n3:24 - Afrojack Shermanology Can't Stop Me (Official Video)\n5:1 - Afrojack & Shermanology - Can't Stop Me (dj skreen Mash-Up version)\nГо сюда ставим Pr++++++\n3:21 - Afrojack & Shermanology - Can't Stop Me (Official Music Video\nAfrojack Shermanology Can't Stop Me (Official Music Video)\n6:23 - Afrojack - Can't Stop Me Feat. Shermanology (HD with lyrics)\n3:42 - Afrojack & Shermanology "Can't Stop Me" (Tiesto Remix) [Awesome Music]\nOUT NOW in Canada oniTunes » >Beatport » >Download the killer remixes of Afrojack Shermanology's hit "Can't Stop Me" by Tiesto and R3hab Dyro.>>\n2:11 - Afrojack, Shermanology “Can’t Stop Me” Unplugged Version. Leon, Dorothy and Andy #MICROPHONE Tearce Kizzo #PIANO\n4:45 - Afrojack & Shermanology - Can't Stop Me (Matrix & Futurebound Vocal Mix) OUT NOW ON iTUNES\n3:36 - Afrojack & Shermanology - Can't Stop Me (Afrojack + Buddha Edit)\n◄ F**king House Music ►>▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬House prod.▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬Trance prod.▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬Techno prod.▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬Drum prod.▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬\n3:34 - AFROJACK & SHERMANOLOGY - CAN'T STOP ME\n3:18 - Can't Stop Me — Afrojack feat. Shermanology [/ivi.music]\n/ivi.music — подборка музыкальных видеоклипов из ваших аудиозаписей от music.\n3:45 - David Guetta playing Afrojack - Can't Stop Me Feat. Shermanology @Summerburst 2012 [HD]\n3:25 - Afrojack & Shermanology "Can't Stop Me" (Official Video)\n2:13 - Afrojack & Shermanology - Can't Stop Me (Kryder & Staar Remix) [Available October 8]\nJoin Wall Recordings on Facebook: >Follow them on Twitter: >Check out Wall TV: >Future release on Wall, available 2012 October 8\n1:27 - Club Life @ Kiev IEC 7.09.2012 Afrojack & Shermanology - Can't Stop Me (Tiesto Remix)\n2:2 - Afrojack & Shermanology - Can't stop me now (Remake)\n3:4 - Afrojack & Shermanology - Can't Stop Me (U.S. Radio Edit)\n2:58 - Afrojack & Shermanology - Can't Stop Me (Logistics Remix)\nBIG. Beats the original!Releasedate will be 16 SeptemberArtwork created with source material from Corrie WhiteSee her stunning Portfolio: >Like her Facebook:\n3:41 - Afrojack ft Shermanology - Can't stop me (Official Video)\n(INo copyright infringement is intended. For entertainment purposes only).Download here:>For more music: >Afrojack ft Shermanology - Can't stop me Afrojack ft Shermanology - Can't stop me Afrojack ft Shermanology - Can't stop me Afrojack ft Shermanology - Can't stop me Afrojack ft Shermanology - Can't stop me Afrojack ft Shermanology - Can't stop me Afrojack ft Shermanology - Can't stop me\n1:34 - Afrojack & Shermanology – Can't Stop Me (Remake АНДРЕЙ АНИЩЕНКО) Fl Studio 10\n3:17 - Afrojack & Shermanology - Can't Stop Me\n2:1 - Afrojack ft Shermanology - Can't Stop Me Now (Acoustic Mix)\n3:25 - Afrojack & Shermanology - Can't Stop Me\n3:18 - Shermanology,Afrojack - Can't Stop Me\n1:42 - Afrojack & Shermanology - Can't Stop Me (Tiësto Remix) [Available June 25]\n2:11 - Afrojack & Shermanology - Can't Stop Me (Unplugged Version)\nКрасота... Все гениальное - просто...


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Hertebok noch altyd spoarleas | Omrop Fryslân Skip to main content\nHertebok noch altyd spoarleas 07 sep 2007 - 13:51\nDe hertebok dy't twa wiken lyn ûntsnapte by in fokkerij by Frjentsjer is noch altiten net fûn. It hert ûntkaam mei in keppel oaren troch oer in stek te springen. De measte oaren binne yntusken wer fongen. Ien hert en de bok binne noch net pakt. De bok wurdt wol sinjalearre, by Wier by Berltsum. De eigner wol him graach werom ha, omdat it bist needsaaklik is foar de fokkerij.\nKorreksje meldeLês foarTrefwurden: argyfView the discussion thread.Diel dit berjocht op: 07-09Trochstart foar Nagelhout 07-09Mear opfang yn AZC's nedich Besjoch ek...


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Sanne Keizer - Wikipedy\nbertedatum 6 febrewaris 1985\nlingte 1.82 m\nekstra Ned. kampioen yn 2003, 2008 en 2010. World Tour oerwinning 8 en 22 maaie 2011\nSanne Keizer (Doetinchem, 6 febrewaris 1985) is in Nederlânsk profesjoneel strânfollybalster en sealfollybalster út De Haach. Yn it deistich libben is se plysje.\nSanne Keizer sette har sealkarriêre útein yn 1996 by de klup Orion Doetinchem. Oare ploegen dêr't hja by spile hat binne Longa Lichtenvoorde en Martinus Amstelveen. Fan 1997 oant 2002 spile hja by de Nederlânske ploech foar jongerein yn har leeftydskategory. Tegearre mei har hjoeddeistige partner Marleen van Iersel, foarmet Keizer in topduo yn it projekt Beach Team Holland dat opset is troch it bûn NeVeBo.\nKeizer waard ynternasjonaal strânfollybalster yn 2002, doe't hja 17 jier wie. By de Europeeske kampioenskippen -18 jier helle hja de finale, mar ferlear dy. By de Wrâldkampioenskippen -18 jier yn Grikelân einige hja op it earste plak. Yn it strânfollybal hat hja mei in tal fan partners spile: yn 2002 mei Arjanne Stevens, yn 2003-2004 mei Merel Mooren, fan 2005 oant 2007 mei Marrit Leenstra, fan 2007-2009 mei de Friezinne Mered de Vries en fan 2009 ôf mei Marleen van Iersel. Yn 2003 waard Sanne Keizer mei Merel Mooren Nederlânsk kampioen strânfollybal en dêrmei waard de lange rige dy't Rebekka Kadijk, mei doetiids Marrit Leenstra, delsetten trochbrutsen. In pear jier letter, yn 2008, waard hja op 'e nij Nederlânsk kampioen, dat kear mei Mered de Vries. Yn 2010 waard Keizer mei Marleen van Iersel Nederlânsk kampioen. Yn 2009 stie it duo op de 6e plak op de wrâldranglist, yn 2010 wie dat it achtste plak. Op de Europeeske list stie it duo yn 2010 op it fiifde plak. Op de Nederlânske ranglist steane hja op it earste plak. As grutte doel hat it duo op de Olympyske Simmerspullen fan 2012 yn Londen te heljen.\nOp 8 maaie 2011 helle it duo in grut súkses, yn Sjanghai, Sina, waard foar it earst in World Tour evenemint wûn. Yn de finale wie it duo mei 2-1 (15-21, 26-24, 15-13) te sterk foar de wrâldkampioenen Ross/Kessy út de Feriene Steaten. Dat wie pas de twadde kear yn de skiednis dat in Nederlânsk duo in World Tour evenemint wûn. De earste kear wie yn 2003 troch Marrit Leenstra en Rebekka Kadijk. \nDat súkses waard twa wiken letter yn Poalen nochris oerdien. Op 22 maaie 2011 waard yn de finale waard mei 2-0 wûn fan Cicolari/Menegatti út Itaalje. \nSanne Keizer hat it havo-diploma helle, dêrnei hat hja it diploma helle yn it HBO Kommersjele Ekonomy RTA. Hja siket op it stuit nei in master oplieding dy't goed te kombinearjen is mei it strânfollybaljen.\nOpfrege fan "https://fy.wikipedia.org/w/index.php?title=Sanne_Keizer&oldid=971826"\nDizze side is it lêst bewurke op 4 aug 2019 om 19.37.


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Scalable community detection with t... by Navid Sedighpour 1374 views\nCommunity Detection in Brain Networks by Manas Gaur 166 views\nTIPS TO FIX BELKIN CODE 10 ERROR by macy busson 317 views\n6 Steps to Producing Engaging Content by Boomtrain 1157 views\nEnterprise mobility -- Clinching fu... by Nisha Patel 391 views\nDon’t forget the UX (when developin... by eulenherr 329 views\nThesis defense presentation - SDSU Computational Sciences, 2013. Use a number of network analysis tools, including community detection, pagerank, eigenvector centrality, etc., to determine key metrics of graphs determined by key word searches. These custom graphs and the associated metrics are then presented in interactive graphics and tables.\n1. ELECTRONIC MAIL TRANSACTION NETWORK ANALYSIS Keith P. Jolley\n2. INTRODUCTION • Deliverable of this project: – Provide a means to identify who to turn to for more information on a topic, or several topics – Provide better insight into project organization • Use Network Analysis tools – Augment, not replace, existing enterprise search tools – Social Network Analysis • Community detection algorithm • PageRank, …\n4. MAILBOX INPUT Enron dataset: user based • Wide range of topics per inbox • All emails in each mailbox are all “from:”, “to:”, or “cc:” the same person • Examples: • Jeff Skilling • Kenneth Lay Qualcomm dataset: topic based • All emails have, for the most part, a common theme • Emails in each mailbox are from multiple senders • All emails include the mail-list as a recipient • Emails may include other recipients, including other mail-lists • Examples: • Photography • Android • Hiking\n5. User Interface - URL Enron: Test: Qualcomm:\n6. User Interface – mail-list Enron: Test: Qualcomm:\n7. User Interface – search Enron: Search term parsing: user input: ‘San Diego Power’ regex: ‘(san|diego|power)’ All Fields: searches all dataset columns Topic: search only the “subject” column People: only search “to:” and “from:” columns Maillist: matches only on the “mail-list” column*\n8. PREPROCESSING Message-ID: <25313859.1075851942346.JavaMail.evans@thyme> Date: Wed, 7 Mar 2001 01:56:00 -0800 (PST) From: jmckechnie@cabotlng.com To: dan.masters@enron.com Subject: Re: Feb 12 delivery of "Methane Arctic" Cc: cskinner@cabotlng.com, jaime.sanabria@enron.com, barbo@enron.com, todd.peterson@enron.com, radamiak@cabotlng.com, jmichalek@cabotlng.com Mime-Version: 1.0 Content-Type: text/plain; charset=us-ascii Content-Transfer-Encoding: 7bit Bcc: cskinner@cabotlng.com, jaime.sanabria@enron.com, barbo@enron.com, todd.peterson@enron.com, radamiak@cabotlng.com, jmichalek@cabotlng.com X-From: "Joseph McKechnie" <jmckechnie@cabotlng.com> X-To: Dan.Masters@enron.com X-cc: "Christopher Skinner" <cskinner@cabotlng.com>, Jaime.Sanabria@enron.com, Paul.Y'Barbo@enron.com, Todd.Peterson@enron.com, "Rudy Adamiak" <radamiak@cabotlng.com>, "Jane Michalek" <jmichalek@cabotlng.com> X-bcc: X-Folder: Paul_Ybarbo_Nov2001Notes FoldersCabot X-Origin: YBARBO-P X-FileName: pybarbo.nsf ... Transform Email\n9. PREPROCESSING Message-ID: <25313859.1075851942346.JavaMail.evans@thyme> Date: Wed, 7 Mar 2001 01:56:00 -0800 (PST) From: jmckechnie@cabotlng.com To: dan.masters@enron.com Subject: Re: Feb 12 delivery of "Methane Arctic" Cc: cskinner@cabotlng.com, jaime.sanabria@enron.com, barbo@enron.com, todd.peterson@enron.com, radamiak@cabotlng.com, jmichalek@cabotlng.com Mime-Version: 1.0 Content-Type: text/plain; charset=us-ascii Content-Transfer-Encoding: 7bit Bcc: cskinner@cabotlng.com, jaime.sanabria@enron.com, barbo@enron.com, todd.peterson@enron.com, radamiak@cabotlng.com, jmichalek@cabotlng.com X-From: "Joseph McKechnie" <jmckechnie@cabotlng.com> X-To: Dan.Masters@enron.com X-cc: "Christopher Skinner" <cskinner@cabotlng.com>, Jaime.Sanabria@enron.com, Paul.Y'Barbo@enron.com, Todd.Peterson@enron.com, "Rudy Adamiak" <radamiak@cabotlng.com>, "Jane Michalek" <jmichalek@cabotlng.com> X-bcc: X-Folder: Paul_Ybarbo_Nov2001Notes FoldersCabot X-Origin: YBARBO-P X-FileName: pybarbo.nsf ... Source Target Mailbox Subject jmckechnie dan.masters ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie cskinner@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie jaime.sanabria ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie barbo ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie todd.peterson ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie radamiak@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie jmichalek@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" Transform Email Into “net.lists”\n10. PREPROCESSING Message-ID: <25313859.1075851942346.JavaMail.evans@thyme> Date: Wed, 7 Mar 2001 01:56:00 -0800 (PST) From: jmckechnie@cabotlng.com To: dan.masters@enron.com Subject: Re: Feb 12 delivery of "Methane Arctic" Cc: cskinner@cabotlng.com, jaime.sanabria@enron.com, barbo@enron.com, todd.peterson@enron.com, radamiak@cabotlng.com, jmichalek@cabotlng.com Mime-Version: 1.0 Content-Type: text/plain; charset=us-ascii Content-Transfer-Encoding: 7bit Bcc: cskinner@cabotlng.com, jaime.sanabria@enron.com, barbo@enron.com, todd.peterson@enron.com, radamiak@cabotlng.com, jmichalek@cabotlng.com X-From: "Joseph McKechnie" <jmckechnie@cabotlng.com> X-To: Dan.Masters@enron.com X-cc: "Christopher Skinner" <cskinner@cabotlng.com>, Jaime.Sanabria@enron.com, Paul.Y'Barbo@enron.com, Todd.Peterson@enron.com, "Rudy Adamiak" <radamiak@cabotlng.com>, "Jane Michalek" <jmichalek@cabotlng.com> X-bcc: X-Folder: Paul_Ybarbo_Nov2001Notes FoldersCabot X-Origin: YBARBO-P X-FileName: pybarbo.nsf ... Source Target Mailbox Subject jmckechnie dan.masters ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie cskinner@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie jaime.sanabria ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie barbo ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie todd.peterson ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie radamiak@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie jmichalek@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" Message-ID: <25313859.1075851942346.JavaMail.evans@thyme> Date: Wed, 7 Mar 2001 01:56:00 -0800 (PST) From: jmckechnie@cabotlng.com To: dan.masters@enron.com Subject: Re: Feb 12 delivery of "Methane Arctic" Cc: cskinner@cabotlng.com, jaime.sanabria@enron.com, barbo@enron.com, todd.peterson@enron.com, radamiak@cabotlng.com, jmichalek@cabotlng.com Mime-Version: 1.0 Content-Type: text/plain; charset=us-ascii Content-Transfer-Encoding: 7bit Bcc: cskinner@cabotlng.com, jaime.sanabria@enron.com, barbo@enron.com, todd.peterson@enron.com, radamiak@cabotlng.com, jmichalek@cabotlng.com X-From: "Joseph McKechnie" <jmckechnie@cabotlng.com> X-To: Dan.Masters@enron.com X-cc: "Christopher Skinner" <cskinner@cabotlng.com>, Jaime.Sanabria@enron.com, Paul.Y'Barbo@enron.com, Todd.Peterson@enron.com, "Rudy Adamiak" <radamiak@cabotlng.com>, "Jane Michalek" <jmichalek@cabotlng.com> X-bcc: X-Folder: Paul_Ybarbo_Nov2001Notes FoldersCabot X-Origin: YBARBO-P X-FileName: pybarbo.nsf ... Source Target Mailbox Subject jmckechnie dan.masters ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie cskinner@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie jaime.sanabria ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie barbo ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie todd.peterson ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie radamiak@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie jmichalek@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" Message-ID: <25313859.1075851942346.JavaMail.evans@thyme> Date: Wed, 7 Mar 2001 01:56:00 -0800 (PST) From: jmckechnie@cabotlng.com To: dan.masters@enron.com Subject: Re: Feb 12 delivery of "Methane Arctic" Cc: cskinner@cabotlng.com, jaime.sanabria@enron.com, barbo@enron.com, todd.peterson@enron.com, radamiak@cabotlng.com, jmichalek@cabotlng.com Mime-Version: 1.0 Content-Type: text/plain; charset=us-ascii Content-Transfer-Encoding: 7bit Bcc: cskinner@cabotlng.com, jaime.sanabria@enron.com, barbo@enron.com, todd.peterson@enron.com, radamiak@cabotlng.com, jmichalek@cabotlng.com X-From: "Joseph McKechnie" <jmckechnie@cabotlng.com> X-To: Dan.Masters@enron.com X-cc: "Christopher Skinner" <cskinner@cabotlng.com>, Jaime.Sanabria@enron.com, Paul.Y'Barbo@enron.com, Todd.Peterson@enron.com, "Rudy Adamiak" <radamiak@cabotlng.com>, "Jane Michalek" <jmichalek@cabotlng.com> X-bcc: X-Folder: Paul_Ybarbo_Nov2001Notes FoldersCabot X-Origin: YBARBO-P X-FileName: pybarbo.nsf ... Source Target Mailbox Subject jmckechnie dan.masters ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie cskinner@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie jaime.sanabria ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie barbo ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie todd.peterson ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie radamiak@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie jmichalek@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" Message-ID: <25313859.1075851942346.JavaMail.evans@thyme> Date: Wed, 7 Mar 2001 01:56:00 -0800 (PST) From: jmckechnie@cabotlng.com To: dan.masters@enron.com Subject: Re: Feb 12 delivery of "Methane Arctic" Cc: cskinner@cabotlng.com, jaime.sanabria@enron.com, barbo@enron.com, todd.peterson@enron.com, radamiak@cabotlng.com, jmichalek@cabotlng.com Mime-Version: 1.0 Content-Type: text/plain; charset=us-ascii Content-Transfer-Encoding: 7bit Bcc: cskinner@cabotlng.com, jaime.sanabria@enron.com, barbo@enron.com, todd.peterson@enron.com, radamiak@cabotlng.com, jmichalek@cabotlng.com X-From: "Joseph McKechnie" <jmckechnie@cabotlng.com> X-To: Dan.Masters@enron.com X-cc: "Christopher Skinner" <cskinner@cabotlng.com>, Jaime.Sanabria@enron.com, Paul.Y'Barbo@enron.com, Todd.Peterson@enron.com, "Rudy Adamiak" <radamiak@cabotlng.com>, "Jane Michalek" <jmichalek@cabotlng.com> X-bcc: X-Folder: Paul_Ybarbo_Nov2001Notes FoldersCabot X-Origin: YBARBO-P X-FileName: pybarbo.nsf ... Source Target Mailbox Subject jmckechnie dan.masters ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie cskinner@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie jaime.sanabria ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie barbo ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie todd.peterson ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie radamiak@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie jmichalek@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic"\n11. PREPROCESSING Message-ID: <25313859.1075851942346.JavaMail.evans@thyme> Date: Wed, 7 Mar 2001 01:56:00 -0800 (PST) From: jmckechnie@cabotlng.com To: dan.masters@enron.com Subject: Re: Feb 12 delivery of "Methane Arctic" Cc: cskinner@cabotlng.com, jaime.sanabria@enron.com, barbo@enron.com, todd.peterson@enron.com, radamiak@cabotlng.com, jmichalek@cabotlng.com Mime-Version: 1.0 Content-Type: text/plain; charset=us-ascii Content-Transfer-Encoding: 7bit Bcc: cskinner@cabotlng.com, jaime.sanabria@enron.com, barbo@enron.com, todd.peterson@enron.com, radamiak@cabotlng.com, jmichalek@cabotlng.com X-From: "Joseph McKechnie" <jmckechnie@cabotlng.com> X-To: Dan.Masters@enron.com X-cc: "Christopher Skinner" <cskinner@cabotlng.com>, Jaime.Sanabria@enron.com, Paul.Y'Barbo@enron.com, Todd.Peterson@enron.com, "Rudy Adamiak" <radamiak@cabotlng.com>, "Jane Michalek" <jmichalek@cabotlng.com> X-bcc: X-Folder: Paul_Ybarbo_Nov2001Notes FoldersCabot X-Origin: YBARBO-P X-FileName: pybarbo.nsf ... Source Target Mailbox Subject jmckechnie dan.masters ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie cskinner@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie jaime.sanabria ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie barbo ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie todd.peterson ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie radamiak@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie jmichalek@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" Message-ID: <25313859.1075851942346.JavaMail.evans@thyme> Date: Wed, 7 Mar 2001 01:56:00 -0800 (PST) From: jmckechnie@cabotlng.com To: dan.masters@enron.com Subject: Re: Feb 12 delivery of "Methane Arctic" Cc: cskinner@cabotlng.com, jaime.sanabria@enron.com, barbo@enron.com, todd.peterson@enron.com, radamiak@cabotlng.com, jmichalek@cabotlng.com Mime-Version: 1.0 Content-Type: text/plain; charset=us-ascii Content-Transfer-Encoding: 7bit Bcc: cskinner@cabotlng.com, jaime.sanabria@enron.com, barbo@enron.com, todd.peterson@enron.com, radamiak@cabotlng.com, jmichalek@cabotlng.com X-From: "Joseph McKechnie" <jmckechnie@cabotlng.com> X-To: Dan.Masters@enron.com X-cc: "Christopher Skinner" <cskinner@cabotlng.com>, Jaime.Sanabria@enron.com, Paul.Y'Barbo@enron.com, Todd.Peterson@enron.com, "Rudy Adamiak" <radamiak@cabotlng.com>, "Jane Michalek" <jmichalek@cabotlng.com> X-bcc: X-Folder: Paul_Ybarbo_Nov2001Notes FoldersCabot X-Origin: YBARBO-P X-FileName: pybarbo.nsf ... Source Target Mailbox Subject jmckechnie dan.masters ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie cskinner@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie jaime.sanabria ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie barbo ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie todd.peterson ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie radamiak@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie jmichalek@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" Message-ID: <25313859.1075851942346.JavaMail.evans@thyme> Date: Wed, 7 Mar 2001 01:56:00 -0800 (PST) From: jmckechnie@cabotlng.com To: dan.masters@enron.com Subject: Re: Feb 12 delivery of "Methane Arctic" Cc: cskinner@cabotlng.com, jaime.sanabria@enron.com, barbo@enron.com, todd.peterson@enron.com, radamiak@cabotlng.com, jmichalek@cabotlng.com Mime-Version: 1.0 Content-Type: text/plain; charset=us-ascii Content-Transfer-Encoding: 7bit Bcc: cskinner@cabotlng.com, jaime.sanabria@enron.com, barbo@enron.com, todd.peterson@enron.com, radamiak@cabotlng.com, jmichalek@cabotlng.com X-From: "Joseph McKechnie" <jmckechnie@cabotlng.com> X-To: Dan.Masters@enron.com X-cc: "Christopher Skinner" <cskinner@cabotlng.com>, Jaime.Sanabria@enron.com, Paul.Y'Barbo@enron.com, Todd.Peterson@enron.com, "Rudy Adamiak" <radamiak@cabotlng.com>, "Jane Michalek" <jmichalek@cabotlng.com> X-bcc: X-Folder: Paul_Ybarbo_Nov2001Notes FoldersCabot X-Origin: YBARBO-P X-FileName: pybarbo.nsf ... Source Target Mailbox Subject jmckechnie dan.masters ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie cskinner@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie jaime.sanabria ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie barbo ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie todd.peterson ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie radamiak@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie jmichalek@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" Message-ID: <25313859.1075851942346.JavaMail.evans@thyme> Date: Wed, 7 Mar 2001 01:56:00 -0800 (PST) From: jmckechnie@cabotlng.com To: dan.masters@enron.com Subject: Re: Feb 12 delivery of "Methane Arctic" Cc: cskinner@cabotlng.com, jaime.sanabria@enron.com, barbo@enron.com, todd.peterson@enron.com, radamiak@cabotlng.com, jmichalek@cabotlng.com Mime-Version: 1.0 Content-Type: text/plain; charset=us-ascii Content-Transfer-Encoding: 7bit Bcc: cskinner@cabotlng.com, jaime.sanabria@enron.com, barbo@enron.com, todd.peterson@enron.com, radamiak@cabotlng.com, jmichalek@cabotlng.com X-From: "Joseph McKechnie" <jmckechnie@cabotlng.com> X-To: Dan.Masters@enron.com X-cc: "Christopher Skinner" <cskinner@cabotlng.com>, Jaime.Sanabria@enron.com, Paul.Y'Barbo@enron.com, Todd.Peterson@enron.com, "Rudy Adamiak" <radamiak@cabotlng.com>, "Jane Michalek" <jmichalek@cabotlng.com> X-bcc: X-Folder: Paul_Ybarbo_Nov2001Notes FoldersCabot X-Origin: YBARBO-P X-FileName: pybarbo.nsf ... Source Target Mailbox Subject jmckechnie dan.masters ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie cskinner@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie jaime.sanabria ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie barbo ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie todd.peterson ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie radamiak@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie jmichalek@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" Lots of email:\n12. PREPROCESSING Message-ID: <25313859.1075851942346.JavaMail.evans@thyme> Date: Wed, 7 Mar 2001 01:56:00 -0800 (PST) From: jmckechnie@cabotlng.com To: dan.masters@enron.com Subject: Re: Feb 12 delivery of "Methane Arctic" Cc: cskinner@cabotlng.com, jaime.sanabria@enron.com, barbo@enron.com, todd.peterson@enron.com, radamiak@cabotlng.com, jmichalek@cabotlng.com Mime-Version: 1.0 Content-Type: text/plain; charset=us-ascii Content-Transfer-Encoding: 7bit Bcc: cskinner@cabotlng.com, jaime.sanabria@enron.com, barbo@enron.com, todd.peterson@enron.com, radamiak@cabotlng.com, jmichalek@cabotlng.com X-From: "Joseph McKechnie" <jmckechnie@cabotlng.com> X-To: Dan.Masters@enron.com X-cc: "Christopher Skinner" <cskinner@cabotlng.com>, Jaime.Sanabria@enron.com, Paul.Y'Barbo@enron.com, Todd.Peterson@enron.com, "Rudy Adamiak" <radamiak@cabotlng.com>, "Jane Michalek" <jmichalek@cabotlng.com> X-bcc: X-Folder: Paul_Ybarbo_Nov2001Notes FoldersCabot X-Origin: YBARBO-P X-FileName: pybarbo.nsf ... Source Target Mailbox Subject jmckechnie dan.masters ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie cskinner@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie jaime.sanabria ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie barbo ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie todd.peterson ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie radamiak@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie jmichalek@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" Message-ID: <25313859.1075851942346.JavaMail.evans@thyme> Date: Wed, 7 Mar 2001 01:56:00 -0800 (PST) From: jmckechnie@cabotlng.com To: dan.masters@enron.com Subject: Re: Feb 12 delivery of "Methane Arctic" Cc: cskinner@cabotlng.com, jaime.sanabria@enron.com, barbo@enron.com, todd.peterson@enron.com, radamiak@cabotlng.com, jmichalek@cabotlng.com Mime-Version: 1.0 Content-Type: text/plain; charset=us-ascii Content-Transfer-Encoding: 7bit Bcc: cskinner@cabotlng.com, jaime.sanabria@enron.com, barbo@enron.com, todd.peterson@enron.com, radamiak@cabotlng.com, jmichalek@cabotlng.com X-From: "Joseph McKechnie" <jmckechnie@cabotlng.com> X-To: Dan.Masters@enron.com X-cc: "Christopher Skinner" <cskinner@cabotlng.com>, Jaime.Sanabria@enron.com, Paul.Y'Barbo@enron.com, Todd.Peterson@enron.com, "Rudy Adamiak" <radamiak@cabotlng.com>, "Jane Michalek" <jmichalek@cabotlng.com> X-bcc: X-Folder: Paul_Ybarbo_Nov2001Notes FoldersCabot X-Origin: YBARBO-P X-FileName: pybarbo.nsf ... Source Target Mailbox Subject jmckechnie dan.masters ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie cskinner@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie jaime.sanabria ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie barbo ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie todd.peterson ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie radamiak@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie jmichalek@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" Message-ID: <25313859.1075851942346.JavaMail.evans@thyme> Date: Wed, 7 Mar 2001 01:56:00 -0800 (PST) From: jmckechnie@cabotlng.com To: dan.masters@enron.com Subject: Re: Feb 12 delivery of "Methane Arctic" Cc: cskinner@cabotlng.com, jaime.sanabria@enron.com, barbo@enron.com, todd.peterson@enron.com, radamiak@cabotlng.com, jmichalek@cabotlng.com Mime-Version: 1.0 Content-Type: text/plain; charset=us-ascii Content-Transfer-Encoding: 7bit Bcc: cskinner@cabotlng.com, jaime.sanabria@enron.com, barbo@enron.com, todd.peterson@enron.com, radamiak@cabotlng.com, jmichalek@cabotlng.com X-From: "Joseph McKechnie" <jmckechnie@cabotlng.com> X-To: Dan.Masters@enron.com X-cc: "Christopher Skinner" <cskinner@cabotlng.com>, Jaime.Sanabria@enron.com, Paul.Y'Barbo@enron.com, Todd.Peterson@enron.com, "Rudy Adamiak" <radamiak@cabotlng.com>, "Jane Michalek" <jmichalek@cabotlng.com> X-bcc: X-Folder: Paul_Ybarbo_Nov2001Notes FoldersCabot X-Origin: YBARBO-P X-FileName: pybarbo.nsf ... Source Target Mailbox Subject jmckechnie dan.masters ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie cskinner@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie jaime.sanabria ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie barbo ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie todd.peterson ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie radamiak@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie jmichalek@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" Message-ID: <25313859.1075851942346.JavaMail.evans@thyme> Date: Wed, 7 Mar 2001 01:56:00 -0800 (PST) From: jmckechnie@cabotlng.com To: dan.masters@enron.com Subject: Re: Feb 12 delivery of "Methane Arctic" Cc: cskinner@cabotlng.com, jaime.sanabria@enron.com, barbo@enron.com, todd.peterson@enron.com, radamiak@cabotlng.com, jmichalek@cabotlng.com Mime-Version: 1.0 Content-Type: text/plain; charset=us-ascii Content-Transfer-Encoding: 7bit Bcc: cskinner@cabotlng.com, jaime.sanabria@enron.com, barbo@enron.com, todd.peterson@enron.com, radamiak@cabotlng.com, jmichalek@cabotlng.com X-From: "Joseph McKechnie" <jmckechnie@cabotlng.com> X-To: Dan.Masters@enron.com X-cc: "Christopher Skinner" <cskinner@cabotlng.com>, Jaime.Sanabria@enron.com, Paul.Y'Barbo@enron.com, Todd.Peterson@enron.com, "Rudy Adamiak" <radamiak@cabotlng.com>, "Jane Michalek" <jmichalek@cabotlng.com> X-bcc: X-Folder: Paul_Ybarbo_Nov2001Notes FoldersCabot X-Origin: YBARBO-P X-FileName: pybarbo.nsf ... Source Target Mailbox Subject jmckechnie dan.masters ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie cskinner@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie jaime.sanabria ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie barbo ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie todd.peterson ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie radamiak@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie jmichalek@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" Lots of email: 517424 Enron emails\n13. PREPROCESSING Message-ID: <25313859.1075851942346.JavaMail.evans@thyme> Date: Wed, 7 Mar 2001 01:56:00 -0800 (PST) From: jmckechnie@cabotlng.com To: dan.masters@enron.com Subject: Re: Feb 12 delivery of "Methane Arctic" Cc: cskinner@cabotlng.com, jaime.sanabria@enron.com, barbo@enron.com, todd.peterson@enron.com, radamiak@cabotlng.com, jmichalek@cabotlng.com Mime-Version: 1.0 Content-Type: text/plain; charset=us-ascii Content-Transfer-Encoding: 7bit Bcc: cskinner@cabotlng.com, jaime.sanabria@enron.com, barbo@enron.com, todd.peterson@enron.com, radamiak@cabotlng.com, jmichalek@cabotlng.com X-From: "Joseph McKechnie" <jmckechnie@cabotlng.com> X-To: Dan.Masters@enron.com X-cc: "Christopher Skinner" <cskinner@cabotlng.com>, Jaime.Sanabria@enron.com, Paul.Y'Barbo@enron.com, Todd.Peterson@enron.com, "Rudy Adamiak" <radamiak@cabotlng.com>, "Jane Michalek" <jmichalek@cabotlng.com> X-bcc: X-Folder: Paul_Ybarbo_Nov2001Notes FoldersCabot X-Origin: YBARBO-P X-FileName: pybarbo.nsf ... Source Target Mailbox Subject jmckechnie dan.masters ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie cskinner@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie jaime.sanabria ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie barbo ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie todd.peterson ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie radamiak@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie jmichalek@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" Message-ID: <25313859.1075851942346.JavaMail.evans@thyme> Date: Wed, 7 Mar 2001 01:56:00 -0800 (PST) From: jmckechnie@cabotlng.com To: dan.masters@enron.com Subject: Re: Feb 12 delivery of "Methane Arctic" Cc: cskinner@cabotlng.com, jaime.sanabria@enron.com, barbo@enron.com, todd.peterson@enron.com, radamiak@cabotlng.com, jmichalek@cabotlng.com Mime-Version: 1.0 Content-Type: text/plain; charset=us-ascii Content-Transfer-Encoding: 7bit Bcc: cskinner@cabotlng.com, jaime.sanabria@enron.com, barbo@enron.com, todd.peterson@enron.com, radamiak@cabotlng.com, jmichalek@cabotlng.com X-From: "Joseph McKechnie" <jmckechnie@cabotlng.com> X-To: Dan.Masters@enron.com X-cc: "Christopher Skinner" <cskinner@cabotlng.com>, Jaime.Sanabria@enron.com, Paul.Y'Barbo@enron.com, Todd.Peterson@enron.com, "Rudy Adamiak" <radamiak@cabotlng.com>, "Jane Michalek" <jmichalek@cabotlng.com> X-bcc: X-Folder: Paul_Ybarbo_Nov2001Notes FoldersCabot X-Origin: YBARBO-P X-FileName: pybarbo.nsf ... Source Target Mailbox Subject jmckechnie dan.masters ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie cskinner@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie jaime.sanabria ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie barbo ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie todd.peterson ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie radamiak@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie jmichalek@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" Message-ID: <25313859.1075851942346.JavaMail.evans@thyme> Date: Wed, 7 Mar 2001 01:56:00 -0800 (PST) From: jmckechnie@cabotlng.com To: dan.masters@enron.com Subject: Re: Feb 12 delivery of "Methane Arctic" Cc: cskinner@cabotlng.com, jaime.sanabria@enron.com, barbo@enron.com, todd.peterson@enron.com, radamiak@cabotlng.com, jmichalek@cabotlng.com Mime-Version: 1.0 Content-Type: text/plain; charset=us-ascii Content-Transfer-Encoding: 7bit Bcc: cskinner@cabotlng.com, jaime.sanabria@enron.com, barbo@enron.com, todd.peterson@enron.com, radamiak@cabotlng.com, jmichalek@cabotlng.com X-From: "Joseph McKechnie" <jmckechnie@cabotlng.com> X-To: Dan.Masters@enron.com X-cc: "Christopher Skinner" <cskinner@cabotlng.com>, Jaime.Sanabria@enron.com, Paul.Y'Barbo@enron.com, Todd.Peterson@enron.com, "Rudy Adamiak" <radamiak@cabotlng.com>, "Jane Michalek" <jmichalek@cabotlng.com> X-bcc: X-Folder: Paul_Ybarbo_Nov2001Notes FoldersCabot X-Origin: YBARBO-P X-FileName: pybarbo.nsf ... Source Target Mailbox Subject jmckechnie dan.masters ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie cskinner@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie jaime.sanabria ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie barbo ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie todd.peterson ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie radamiak@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie jmichalek@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" Message-ID: <25313859.1075851942346.JavaMail.evans@thyme> Date: Wed, 7 Mar 2001 01:56:00 -0800 (PST) From: jmckechnie@cabotlng.com To: dan.masters@enron.com Subject: Re: Feb 12 delivery of "Methane Arctic" Cc: cskinner@cabotlng.com, jaime.sanabria@enron.com, barbo@enron.com, todd.peterson@enron.com, radamiak@cabotlng.com, jmichalek@cabotlng.com Mime-Version: 1.0 Content-Type: text/plain; charset=us-ascii Content-Transfer-Encoding: 7bit Bcc: cskinner@cabotlng.com, jaime.sanabria@enron.com, barbo@enron.com, todd.peterson@enron.com, radamiak@cabotlng.com, jmichalek@cabotlng.com X-From: "Joseph McKechnie" <jmckechnie@cabotlng.com> X-To: Dan.Masters@enron.com X-cc: "Christopher Skinner" <cskinner@cabotlng.com>, Jaime.Sanabria@enron.com, Paul.Y'Barbo@enron.com, Todd.Peterson@enron.com, "Rudy Adamiak" <radamiak@cabotlng.com>, "Jane Michalek" <jmichalek@cabotlng.com> X-bcc: X-Folder: Paul_Ybarbo_Nov2001Notes FoldersCabot X-Origin: YBARBO-P X-FileName: pybarbo.nsf ... Source Target Mailbox Subject jmckechnie dan.masters ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie cskinner@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie jaime.sanabria ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie barbo ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie todd.peterson ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie radamiak@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" jmckechnie jmichalek@cabotlng.com ybarbo-p re: feb 12 delivery of "methane arctic" Lots of email: 517424 Enron emails 3715056 edges\n14. SOFTWARE DESIGN & OPERATION Custom Directed Graph Creation Step 1 – parse dataset • Create edge list • Create adjacency matrix\n15. SOFTWARE DESIGN & OPERATION Custom Directed Graph Creation Step 2 - simplify • Remove self-loops • Remove vertices without edges\n16. PREPROCESSING Edge weight Two methods compared: “bytes sent” and “message count”. Bytes sent is the sum of the number of characters in each matching message, minus any included emails in each message. Message count is the total number of matching messages. Analysis and intuition says either method will provide similar results. Message count chosen because it is simpler and faster. Enron dataset 19k vertices, 3.5M vertices\n17. COMMUNITY DETECTION • Communities are clusters of vertices that have more interconnections within the cluster than outside of the cluster • Any non-trivial social network will have communities • The metric associated with communities is “modularity”, which ranges from -1 to 1, and is defined as:\n18. COMMUNITY DETECTION • Ai,j is the edge weight between vertices i and j • ki is the sum of the weights attached to vertex i • m is the ½ the sum of all the weights in the graph (for compatibility with earlier definitions of modularity) • δ(ci,cj) is equal to 1 if vertices i and j are in the same community, and 0 if not. • A completely random network has modularity ~ 0\n19. COMMUNITY DETECTION • Modularity detection algorithms seek to maximize Q • Exact solutions are computational expensive, particularly for large networks • Various network detection algorithms exist • For this project the “Louvain” method was used • Authors: • Vincent Blondel • Jean-Loup Guillaume • Renaud Lambiotte • Etienne Lefebvre\n20. COMMUNITY DETECTIONZachary − Karate Club Step 1 1 2 3 4 56 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 Starting graph\n21. COMMUNITY DETECTIONZachary − Karate Club Step 2 1 2 3 4 56 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 Modularity: -0.04980276Assign each vertex to a unique community\n22. COMMUNITY DETECTIONZachary − Karate Club Step 2 1 2 3 4 56 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 Modularity: -0.04980276 Pick a vertex and place in the community of each of its neighbors. Measure change in modularity at each step. Place the vertex in the community with greatest positive change.\n23. COMMUNITY DETECTION Modularity: -0.04980276 Continue to pick vertices at random and swapping until a minimum increase is found after a complete cycle. Zachary − Karate Club Step 3 through N swap communities 1 2 3 4 56 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34\n24. COMMUNITY DETECTION Modularity: 0.2483563 Continue to pick vertices at random and swapping until a minimum increase is found after a complete cycle. Zachary − Karate Club Step 4 through N 1 2 3 4 56 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34\n25. COMMUNITY DETECTION Modularity: 0.2483563 Continue to pick vertices at random and swapping until a minimum increase is found after a complete cycle. Zachary − Karate Club Step 4 through N 1 2 3 4 56 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34\n26. COMMUNITY DETECTION Modularity: 0.2483563 Combine all nodes and edges in each new community into “super- communities”. Repeat previous steps. Zachary − Karate Club Step 5 through N 1 2 3 4 5 6 7\n27. COMMUNITY DETECTION Collapse all nodes and edges in each new community into “super- communities”. Repeat previous steps. 1 2 3 4 5 6 7\n28. COMMUNITY DETECTION Repeat previous steps until no further increase in modularity can be gained, or an upper limit on iterations is reached 1 2 3 4\n29. COMMUNITY DETECTIONZachary − Karate Club Final 1 2 3 4 56 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 Modularity: 0.3532216\n31. COMMUNITY DETECTION\n32. METRICS • Eigenvector Centrality – Favors nodes that are highly connected to other highly connected nodes • PageRank – Favors nodes that are connected from other highly connected nodes – Strongly biased towards mail-lists\n33. METRICS • Eigenvector Centrality – Favors nodes that are highly connected to other highly connected nodes\n34. METRICS • PageRank 0.0 0.1 0.2 0.3 A B C D E vertex value ranking pagerank eigenvector\n35. METRICS • Degree – the number of other vertices connected to a vertex • Strength (in, out, total) – sum of the weights of inbound, outbound, edges • Betweenness Centrality: – The ratio of the shortest paths traversing through a vertex divided by the total number of shortest paths in the network\n36. METRICS • Closeness Centrality – The sum of the inverse of the shortest paths that traverse a vertex\n37. SOFTWARE DESIGN • Testing done by using known datasets and comparing values to other published values • First step of the CGI is to run PageRank and keep only the top 750 nodes • Most searches likely only want the top few ranked vertices • Keep processing on local machine manageable • Prevents “hairballs”\n39. SOFTWARE USAGE\n40. SOFTWARE USAGE http://localhost/~kjolley/cgi-bin/tw-qcom.pl\n41. SOFTWARE USAGE http://localhost/~kjolley/cgi-bin/tw-qcom.pl\n42. SOFTWARE USAGE • Results from a chip design project – Dark blue: configuration management – Light blue: hardware design – Dark green: senior leadership – Light green: test and design for test – Salmon: not exactly sure • One of the senior leads recognized this as a good visualization of the organization of the team and said this would be of value to Qualcomm\n43. FUTURE STEPS • More datasources – ClearCase, email, communities, Perforce, HR databases • Better search • Deeper search • Make Gephi more scriptable • Commercial products\nEnterprise mobility -- Clinching future of business\n6 Steps to Producing Engaging Content\nTIPS TO FIX BELKIN CODE 10 ERROR\nWebinar mar 22 23 ccm contineous controls monitoring\nDon’t forget the UX (when developing a product)\n¿Sabemos identificar el riesgo?


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