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Building Data Driven Products With Ruby

Ryan Weald
November 01, 2012

Building Data Driven Products With Ruby

Slides from RubyConf 2012 talk:

"Big data and data science have become hot topics in the developer community during the past year. This talk will show how ruby is used to build real data driven products at scale.

Data scientist Ryan Weald walks through the building of data driven products at Sharethrough, from exploratory analysis to production systems, with an emphasis on the role Ruby plays in each phase of the data driven product cycle.

He discusses how Ruby interacts with other data analysis tools -- such as Hadoop, Cascading, Python, and Javascript -- with a constructive look at Ruby's weaknesses, and presents suggestions on how Ruby can contribute more to data science in the areas of visualization and machine learning."

Ryan Weald

November 01, 2012
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Transcript

  1. Outline 1) What is a data driven product? 2) What

    does the development cycle look like for a data driven product? 3) Where does Ruby fit in the world of “data science?” 4) How can Ruby be improved to stay relevant in the age of “big data?” 5 Friday, November 2, 12
  2. Ask the right question Collect & Clean Data Build Model

    Publish Results Data Driven Product Cycle 17 Friday, November 2, 12
  3. Data dump % of users on publisher X and Y

    What is value of a user on an ad network? What is the supply of given type of user? Can we predict it? 21 Friday, November 2, 12
  4. {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET / beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b- e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\"

    200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp": 1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields": {"AckTag":"log. 00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\ u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log. 00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc9ce55a-21c0-11e2-9855-12313d25cc96 10.205.1.37 - [29/Oct/2012:12:04:05 +0000] \"GET / impression?oid=10492&pid=192&vid=1613&tid=10c0d102&ddid=8504&v=a176475e&se=5a474210-97a1- aa4c-5927-3221443eb38b&pext=&uid=dae4df96-68f6-4602-95b8-60756f27941d&vph=386&vpw=525&plo c=&pref=&635781436849409700 HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)\" \"-\" \"74.128.61.37\" \"- \"","timestamp":1351512246597,"pri":"INFO","nanos": 560039789242791,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log. 00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\ u0000\u0000\u0000yæJ","tailSrcFile":"access.log","rolltag":"log. 00000019.20121029-120416979+0000.2874668128387074.seq"}} Start With This 24 Friday, November 2, 12
  5. ... 79,287 79,287 79,282 287,282 291,270 270,273 270,42 270,291 270,42

    270,42 79,261 253,79 79,253 287,282 ... Output This 25 Friday, November 2, 12
  6. Where does your data come from? • Server logs •

    Third party APIs • Web scraping • Direct user input 27 Friday, November 2, 12
  7. {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons? type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/ 1.1\"

    200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/ 4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector. 1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos": 560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log. 00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000 eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc9ce55a-21c0-11e2-9855-12313d25cc96 10.205.1.37 - [29/Oct/2012:12:04:05 +0000] \"GET /impression? oid=10492&pid=192&vid=1613&tid=10c0d102&ddid=8504&v=a176475e&se=5a474210-97a1- aa4c-5927-3221443eb38b&pext=&uid=dae4df96-68f6-4602-95b8-60756f27941d&vph=386&vpw=525&ploc=&pref=&6357814 36849409700 HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)\" \"-\" \"74.128.61.37\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos": 560039789242791,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log. 00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000 yæJ","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} Remember Me? 34 Friday, November 2, 12
  8. {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\" 200 145

    \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc9ce55a-21c0-11e2-9855-12313d25cc96 10.205.1.37 - [29/Oct/2012:12:04:05 +0000] \"GET /impression?oid=10492&pid=192&vid=1613&tid=10c0d102&ddid=8504&v=a176475e&se=5a474210-97a1-aa4c-5927-3221443eb38b&pext=&uid=dae4df96-68f6-4602-95b8-60756f27941d&vph=386&vpw=525&ploc=&pref=&635781436849409700 HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)\" \"-\" \"74.128.61.37\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789242791,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000yæJ","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc9ce55a-21c0-11e2-9855-12313d25cc96 10.205.1.37 - [29/Oct/2012:12:04:05 +0000] \"GET /impression?oid=10492&pid=192&vid=1613&tid=10c0d102&ddid=8504&v=a176475e&se=5a474210-97a1-aa4c-5927-3221443eb38b&pext=&uid=dae4df96-68f6-4602-95b8-60756f27941d&vph=386&vpw=525&ploc=&pref=&635781436849409700 HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)\" \"-\" \"74.128.61.37\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789242791,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000yæJ","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc9ce55a-21c0-11e2-9855-12313d25cc96 10.205.1.37 - [29/Oct/2012:12:04:05 +0000] \"GET /impression?oid=10492&pid=192&vid=1613&tid=10c0d102&ddid=8504&v=a176475e&se=5a474210-97a1-aa4c-5927-3221443eb38b&pext=&uid=dae4df96-68f6-4602-95b8-60756f27941d&vph=386&vpw=525&ploc=&pref=&635781436849409700 HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)\" \"-\" \"74.128.61.37\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789242791,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000yæJ","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc9ce55a-21c0-11e2-9855-12313d25cc96 10.205.1.37 - [29/Oct/2012:12:04:05 +0000] \"GET /impression?oid=10492&pid=192&vid=1613&tid=10c0d102&ddid=8504&v=a176475e&se=5a474210-97a1-aa4c-5927-3221443eb38b&pext=&uid=dae4df96-68f6-4602-95b8-60756f27941d&vph=386&vpw=525&ploc=&pref=&635781436849409700 HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)\" \"-\" \"74.128.61.37\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789242791,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000yæJ","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc9ce55a-21c0-11e2-9855-12313d25cc96 10.205.1.37 - [29/Oct/2012:12:04:05 +0000] \"GET /impression?oid=10492&pid=192&vid=1613&tid=10c0d102&ddid=8504&v=a176475e&se=5a474210-97a1-aa4c-5927-3221443eb38b&pext=&uid=dae4df96-68f6-4602-95b8-60756f27941d&vph=386&vpw=525&ploc=&pref=&635781436849409700 HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/5.0 (compatible; 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MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)\" \"-\" \"74.128.61.37\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789242791,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000yæJ","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc9ce55a-21c0-11e2-9855-12313d25cc96 10.205.1.37 - [29/Oct/2012:12:04:05 +0000] \"GET /impression?oid=10492&pid=192&vid=1613&tid=10c0d102&ddid=8504&v=a176475e&se=5a474210-97a1-aa4c-5927-3221443eb38b&pext=&uid=dae4df96-68f6-4602-95b8-60756f27941d&vph=386&vpw=525&ploc=&pref=&635781436849409700 HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)\" \"-\" \"74.128.61.37\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789242791,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000yæJ","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc9ce55a-21c0-11e2-9855-12313d25cc96 10.205.1.37 - [29/Oct/2012:12:04:05 +0000] \"GET /impression?oid=10492&pid=192&vid=1613&tid=10c0d102&ddid=8504&v=a176475e&se=5a474210-97a1-aa4c-5927-3221443eb38b&pext=&uid=dae4df96-68f6-4602-95b8-60756f27941d&vph=386&vpw=525&ploc=&pref=&635781436849409700 HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)\" \"-\" \"74.128.61.37\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789242791,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000yæJ","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc9ce55a-21c0-11e2-9855-12313d25cc96 10.205.1.37 - [29/Oct/2012:12:04:05 +0000] \"GET /impression?oid=10492&pid=192&vid=1613&tid=10c0d102&ddid=8504&v=a176475e&se=5a474210-97a1-aa4c-5927-3221443eb38b&pext=&uid=dae4df96-68f6-4602-95b8-60756f27941d&vph=386&vpw=525&ploc=&pref=&635781436849409700 HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)\" \"-\" \"74.128.61.37\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789242791,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000yæJ","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc9ce55a-21c0-11e2-9855-12313d25cc96 10.205.1.37 - [29/Oct/2012:12:04:05 +0000] \"GET /impression?oid=10492&pid=192&vid=1613&tid=10c0d102&ddid=8504&v=a176475e&se=5a474210-97a1-aa4c-5927-3221443eb38b&pext=&uid=dae4df96-68f6-4602-95b8-60756f27941d&vph=386&vpw=525&ploc=&pref=&635781436849409700 HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)\" \"-\" \"74.128.61.37\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789242791,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000yæJ","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc9ce55a-21c0-11e2-9855-12313d25cc96 10.205.1.37 - [29/Oct/2012:12:04:05 +0000] \"GET /impression?oid=10492&pid=192&vid=1613&tid=10c0d102&ddid=8504&v=a176475e&se=5a474210-97a1-aa4c-5927-3221443eb38b&pext=&uid=dae4df96-68f6-4602-95b8-60756f27941d&vph=386&vpw=525&ploc=&pref=&635781436849409700 HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)\" \"-\" \"74.128.61.37\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789242791,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000yæJ","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc9ce55a-21c0-11e2-9855-12313d25cc96 10.205.1.37 - [29/Oct/2012:12:04:05 +0000] \"GET /impression?oid=10492&pid=192&vid=1613&tid=10c0d102&ddid=8504&v=a176475e&se=5a474210-97a1-aa4c-5927-3221443eb38b&pext=&uid=dae4df96-68f6-4602-95b8-60756f27941d&vph=386&vpw=525&ploc=&pref=&635781436849409700 HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)\" \"-\" \"74.128.61.37\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789242791,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000yæJ","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc9ce55a-21c0-11e2-9855-12313d25cc96 10.205.1.37 - [29/Oct/2012:12:04:05 +0000] \"GET /impression?oid=10492&pid=192&vid=1613&tid=10c0d102&ddid=8504&v=a176475e&se=5a474210-97a1-aa4c-5927-3221443eb38b&pext=&uid=dae4df96-68f6-4602-95b8-60756f27941d&vph=386&vpw=525&ploc=&pref=&635781436849409700 HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)\" \"-\" \"74.128.61.37\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789242791,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000yæJ","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc9ce55a-21c0-11e2-9855-12313d25cc96 10.205.1.37 - [29/Oct/2012:12:04:05 +0000] \"GET /impression?oid=10492&pid=192&vid=1613&tid=10c0d102&ddid=8504&v=a176475e&se=5a474210-97a1-aa4c-5927-3221443eb38b&pext=&uid=dae4df96-68f6-4602-95b8-60756f27941d&vph=386&vpw=525&ploc=&pref=&635781436849409700 HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)\" \"-\" \"74.128.61.37\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789242791,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000yæJ","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc9ce55a-21c0-11e2-9855-12313d25cc96 10.205.1.37 - [29/Oct/2012:12:04:05 +0000] \"GET /impression?oid=10492&pid=192&vid=1613&tid=10c0d102&ddid=8504&v=a176475e&se=5a474210-97a1-aa4c-5927-3221443eb38b&pext=&uid=dae4df96-68f6-4602-95b8-60756f27941d&vph=386&vpw=525&ploc=&pref=&635781436849409700 HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)\" \"-\" \"74.128.61.37\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789242791,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000yæJ","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc9ce55a-21c0-11e2-9855-12313d25cc96 10.205.1.37 - [29/Oct/2012:12:04:05 +0000] \"GET /impression?oid=10492&pid=192&vid=1613&tid=10c0d102&ddid=8504&v=a176475e&se=5a474210-97a1-aa4c-5927-3221443eb38b&pext=&uid=dae4df96-68f6-4602-95b8-60756f27941d&vph=386&vpw=525&ploc=&pref=&635781436849409700 HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)\" \"-\" \"74.128.61.37\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789242791,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000yæJ","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc9ce55a-21c0-11e2-9855-12313d25cc96 10.205.1.37 - [29/Oct/2012:12:04:05 +0000] \"GET /impression?oid=10492&pid=192&vid=1613&tid=10c0d102&ddid=8504&v=a176475e&se=5a474210-97a1-aa4c-5927-3221443eb38b&pext=&uid=dae4df96-68f6-4602-95b8-60756f27941d&vph=386&vpw=525&ploc=&pref=&635781436849409700 HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)\" \"-\" \"74.128.61.37\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789242791,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000yæJ","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc9ce55a-21c0-11e2-9855-12313d25cc96 10.205.1.37 - [29/Oct/2012:12:04:05 +0000] \"GET /impression?oid=10492&pid=192&vid=1613&tid=10c0d102&ddid=8504&v=a176475e&se=5a474210-97a1-aa4c-5927-3221443eb38b&pext=&uid=dae4df96-68f6-4602-95b8-60756f27941d&vph=386&vpw=525&ploc=&pref=&635781436849409700 HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)\" \"-\" \"74.128.61.37\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789242791,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000yæJ","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc9ce55a-21c0-11e2-9855-12313d25cc96 10.205.1.37 - [29/Oct/2012:12:04:05 +0000] \"GET /impression?oid=10492&pid=192&vid=1613&tid=10c0d102&ddid=8504&v=a176475e&se=5a474210-97a1-aa4c-5927-3221443eb38b&pext=&uid=dae4df96-68f6-4602-95b8-60756f27941d&vph=386&vpw=525&ploc=&pref=&635781436849409700 HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)\" \"-\" \"74.128.61.37\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789242791,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000yæJ","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc9ce55a-21c0-11e2-9855-12313d25cc96 10.205.1.37 - [29/Oct/2012:12:04:05 +0000] \"GET /impression?oid=10492&pid=192&vid=1613&tid=10c0d102&ddid=8504&v=a176475e&se=5a474210-97a1-aa4c-5927-3221443eb38b&pext=&uid=dae4df96-68f6-4602-95b8-60756f27941d&vph=386&vpw=525&ploc=&pref=&635781436849409700 HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)\" \"-\" \"74.128.61.37\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789242791,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000yæJ","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc9ce55a-21c0-11e2-9855-12313d25cc96 10.205.1.37 - [29/Oct/2012:12:04:05 +0000] \"GET /impression?oid=10492&pid=192&vid=1613&tid=10c0d102&ddid=8504&v=a176475e&se=5a474210-97a1-aa4c-5927-3221443eb38b&pext=&uid=dae4df96-68f6-4602-95b8-60756f27941d&vph=386&vpw=525&ploc=&pref=&635781436849409700 HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)\" \"-\" \"74.128.61.37\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789242791,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000yæJ","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc9ce55a-21c0-11e2-9855-12313d25cc96 10.205.1.37 - [29/Oct/2012:12:04:05 +0000] \"GET /impression?oid=10492&pid=192&vid=1613&tid=10c0d102&ddid=8504&v=a176475e&se=5a474210-97a1-aa4c-5927-3221443eb38b&pext=&uid=dae4df96-68f6-4602-95b8-60756f27941d&vph=386&vpw=525&ploc=&pref=&635781436849409700 HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)\" \"-\" \"74.128.61.37\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789242791,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000yæJ","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc9ce55a-21c0-11e2-9855-12313d25cc96 10.205.1.37 - [29/Oct/2012:12:04:05 +0000] \"GET /impression?oid=10492&pid=192&vid=1613&tid=10c0d102&ddid=8504&v=a176475e&se=5a474210-97a1-aa4c-5927-3221443eb38b&pext=&uid=dae4df96-68f6-4602-95b8-60756f27941d&vph=386&vpw=525&ploc=&pref=&635781436849409700 HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)\" \"-\" \"74.128.61.37\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789242791,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000yæJ","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc9ce55a-21c0-11e2-9855-12313d25cc96 10.205.1.37 - [29/Oct/2012:12:04:05 +0000] \"GET /impression?oid=10492&pid=192&vid=1613&tid=10c0d102&ddid=8504&v=a176475e&se=5a474210-97a1-aa4c-5927-3221443eb38b&pext=&uid=dae4df96-68f6-4602-95b8-60756f27941d&vph=386&vpw=525&ploc=&pref=&635781436849409700 HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)\" \"-\" \"74.128.61.37\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789242791,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000yæJ","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc9ce55a-21c0-11e2-9855-12313d25cc96 10.205.1.37 - [29/Oct/2012:12:04:05 +0000] \"GET /impression?oid=10492&pid=192&vid=1613&tid=10c0d102&ddid=8504&v=a176475e&se=5a474210-97a1-aa4c-5927-3221443eb38b&pext=&uid=dae4df96-68f6-4602-95b8-60756f27941d&vph=386&vpw=525&ploc=&pref=&635781436849409700 HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)\" \"-\" \"74.128.61.37\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789242791,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000yæJ","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc9ce55a-21c0-11e2-9855-12313d25cc96 10.205.1.37 - [29/Oct/2012:12:04:05 +0000] \"GET /impression?oid=10492&pid=192&vid=1613&tid=10c0d102&ddid=8504&v=a176475e&se=5a474210-97a1-aa4c-5927-3221443eb38b&pext=&uid=dae4df96-68f6-4602-95b8-60756f27941d&vph=386&vpw=525&ploc=&pref=&635781436849409700 HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)\" \"-\" \"74.128.61.37\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789242791,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000yæJ","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc9ce55a-21c0-11e2-9855-12313d25cc96 10.205.1.37 - [29/Oct/2012:12:04:05 +0000] \"GET /impression?oid=10492&pid=192&vid=1613&tid=10c0d102&ddid=8504&v=a176475e&se=5a474210-97a1-aa4c-5927-3221443eb38b&pext=&uid=dae4df96-68f6-4602-95b8-60756f27941d&vph=386&vpw=525&ploc=&pref=&635781436849409700 HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)\" \"-\" \"74.128.61.37\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789242791,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000yæJ","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc9ce55a-21c0-11e2-9855-12313d25cc96 10.205.1.37 - [29/Oct/2012:12:04:05 +0000] \"GET /impression?oid=10492&pid=192&vid=1613&tid=10c0d102&ddid=8504&v=a176475e&se=5a474210-97a1-aa4c-5927-3221443eb38b&pext=&uid=dae4df96-68f6-4602-95b8-60756f27941d&vph=386&vpw=525&ploc=&pref=&635781436849409700 HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)\" \"-\" \"74.128.61.37\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789242791,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000yæJ","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc9ce55a-21c0-11e2-9855-12313d25cc96 10.205.1.37 - [29/Oct/2012:12:04:05 +0000] \"GET /impression?oid=10492&pid=192&vid=1613&tid=10c0d102&ddid=8504&v=a176475e&se=5a474210-97a1-aa4c-5927-3221443eb38b&pext=&uid=dae4df96-68f6-4602-95b8-60756f27941d&vph=386&vpw=525&ploc=&pref=&635781436849409700 HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)\" \"-\" \"74.128.61.37\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789242791,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000yæJ","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc9ce55a-21c0-11e2-9855-12313d25cc96 10.205.1.37 - [29/Oct/2012:12:04:05 +0000] \"GET /impression?oid=10492&pid=192&vid=1613&tid=10c0d102&ddid=8504&v=a176475e&se=5a474210-97a1-aa4c-5927-3221443eb38b&pext=&uid=dae4df96-68f6-4602-95b8-60756f27941d&vph=386&vpw=525&ploc=&pref=&635781436849409700 HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)\" \"-\" \"74.128.61.37\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789242791,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000yæJ","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc9ce55a-21c0-11e2-9855-12313d25cc96 10.205.1.37 - [29/Oct/2012:12:04:05 +0000] \"GET /impression?oid=10492&pid=192&vid=1613&tid=10c0d102&ddid=8504&v=a176475e&se=5a474210-97a1-aa4c-5927-3221443eb38b&pext=&uid=dae4df96-68f6-4602-95b8-60756f27941d&vph=386&vpw=525&ploc=&pref=&635781436849409700 HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)\" \"-\" \"74.128.61.37\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789242791,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000yæJ","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc9ce55a-21c0-11e2-9855-12313d25cc96 10.205.1.37 - [29/Oct/2012:12:04:05 +0000] \"GET /impression?oid=10492&pid=192&vid=1613&tid=10c0d102&ddid=8504&v=a176475e&se=5a474210-97a1-aa4c-5927-3221443eb38b&pext=&uid=dae4df96-68f6-4602-95b8-60756f27941d&vph=386&vpw=525&ploc=&pref=&635781436849409700 HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)\" \"-\" \"74.128.61.37\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789242791,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000yæJ","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc9ce55a-21c0-11e2-9855-12313d25cc96 10.205.1.37 - [29/Oct/2012:12:04:05 +0000] \"GET /impression?oid=10492&pid=192&vid=1613&tid=10c0d102&ddid=8504&v=a176475e&se=5a474210-97a1-aa4c-5927-3221443eb38b&pext=&uid=dae4df96-68f6-4602-95b8-60756f27941d&vph=386&vpw=525&ploc=&pref=&635781436849409700 HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)\" \"-\" \"74.128.61.37\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789242791,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000yæJ","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc9ce55a-21c0-11e2-9855-12313d25cc96 10.205.1.37 - [29/Oct/2012:12:04:05 +0000] \"GET /impression?oid=10492&pid=192&vid=1613&tid=10c0d102&ddid=8504&v=a176475e&se=5a474210-97a1-aa4c-5927-3221443eb38b&pext=&uid=dae4df96-68f6-4602-95b8-60756f27941d&vph=386&vpw=525&ploc=&pref=&635781436849409700 HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)\" \"-\" \"74.128.61.37\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789242791,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000yæJ","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc9ce55a-21c0-11e2-9855-12313d25cc96 10.205.1.37 - [29/Oct/2012:12:04:05 +0000] \"GET /impression?oid=10492&pid=192&vid=1613&tid=10c0d102&ddid=8504&v=a176475e&se=5a474210-97a1-aa4c-5927-3221443eb38b&pext=&uid=dae4df96-68f6-4602-95b8-60756f27941d&vph=386&vpw=525&ploc=&pref=&635781436849409700 HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)\" \"-\" \"74.128.61.37\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789242791,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000yæJ","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc9ce55a-21c0-11e2-9855-12313d25cc96 10.205.1.37 - [29/Oct/2012:12:04:05 +0000] \"GET /impression?oid=10492&pid=192&vid=1613&tid=10c0d102&ddid=8504&v=a176475e&se=5a474210-97a1-aa4c-5927-3221443eb38b&pext=&uid=dae4df96-68f6-4602-95b8-60756f27941d&vph=386&vpw=525&ploc=&pref=&635781436849409700 HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)\" \"-\" \"74.128.61.37\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789242791,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000yæJ","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} {"body":"bc98f346-21c0-11e2-ae5b-12313d25cc96 10.204.85.116 - [29/Oct/2012:12:04:05 +0000] \"GET /beacons?type=targus&oid=10492&se=acaf5e7d-4fd6-d3d0-275b-e2d8389a0bd1&score=011&zip=50644&age=1946&gender=F HTTP/1.1\" 200 145 \"INTENTIONALLY_BLANK_HTTP_REFERER\" \"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.4; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; OfficeLiveConnector.1.5; OfficeLivePatch.1.3)\" \"-\" \"208.126.63.187\" \"-\"","timestamp":1351512246597,"pri":"INFO","nanos":560039789217711,"host":"ip-10-32-67-127.ec2.internal","fields":{"AckTag":"log.00000019.20121029-120406607+0000.560039799240771.seq","AckType":"msg","AckChecksum":"\u0000\u0000\u0000\u0000eaP\u001D","tailSrcFile":"access.log","rolltag":"log.00000019.20121029-120416979+0000.2874668128387074.seq"}} Lots and Lots of Logs 35 Friday, November 2, 12
  9. F(user_id, pub_x) = P(on_pub_y) F(x1, x2, ... xi) = Yi

    Personal Example 42 Friday, November 2, 12
  10. Most of your time is going to be spent collecting

    & cleaning 44 Friday, November 2, 12
  11. Ruby Improvements •Graphing library •Unified matrix and vector library •More

    publishing around Ruby & ML •Academic buy in 53 Friday, November 2, 12