Data I am looking for

[avantman42]

Originally Posted by kato13

Military Bases
Oil and Natural Gas Fields
Chemical Plants
Steel Mills
Mines
NBC warfare facilities (including bio containment facilities)
Power Plants (Nuclear/Hydro/Renewable/Fueled)
Breweries/Ethanol Production Plants
Oil Refineries
Ammunition Plants
Intelligence Agency Facilities
Helium Recovery Facilities

OpenStreetMap will have at least some of that data. You can get a weekly data dump XML file (known as the Planet file). It's big (over 160GB, compressed using bzip2 to around 6GB), but there are mirror sites like Cloudmade. who offer extracts covering individual continents and countries.