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Get an introduction to the target company through a referral if possible.  A lot of the companies that retain us even talk explicitly about "no agency referrals" on their website.  There are times that going in through HR or their staffing org can be to your benefit but more often that not it helps to have a referral with a "VP" in their title to get you that introduction.  You might still be a long way from getting a fee agreement signed (retained or contingent) but you'll be a lot close than being one of the hundreds of agency recruiters leaving voicemails for the VP HR or Staffing Manager.

I want to believe that most banks nowadays have made the process of opening bank account, which used to be cumbersome, less cumbersome. All you need to do is to approach the bank, collect the form, and fill. However if you have any difficulty in filling it, you can always call on one of the banks rep to help you out.

(Disclosure: I run a data monetization company, and interact mostly with commercial data) Greg provided a great set of answers. One other to consider is ownership. Not all businesses are buttoned up when it comes to clearly stating what data is owned, and by who. If you have user submitted content, and your terms of use/privacy policy isn't clear (and even then, you can run into issues), the business may not have the rights to give away the data. Privacy is another big topic. If if you strip out the names, email addresses, and other "obvious" personally identificable information (PII), you might still risk being able to identify an individual. See this old Wired article from 2007 on how researchers were able to identify individuals from a supposedly anonymous data set: Why 'Anonymous' Data Sometimes Isn'tAnd the researchers paper itself: Page on utexas.eduLicensing of data, whether from another business or from a dedicated data provider, will almost always have provisions in the license that forbids the licensee from "sublicensing" or distributing the data publically. Lastly, every decision in a business comes back to what it can do for the bottom line. With all sorts of reasons to NOT release data, you need an even bigger reason to overcome all of these.  Most businesses don't have this bigger reason to release data. Hence, few corporate data sets get out.

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