The following blog posts are worth a perusal, as they share some of the failure-stories of MongoDB.
http://snmaynard.com/2012/10/17/things-i-wish-i-knew-about-mongodb-a-year-ago/
http://blog.scrapinghub.com/2013/05/13/mongo-bad-for-scraped-data/
http://ethangunderson.com/blog/two-reasons-to-not-use-mongodb/
http://snmaynard.com/2012/10/17/things-i-wish-i-knew-about-mongodb-a-year-ago/
http://blog.scrapinghub.com/2013/05/13/mongo-bad-for-scraped-data/
http://ethangunderson.com/blog/two-reasons-to-not-use-mongodb/
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