1. Information on majors and programs of study is from the Completions Data File, 2011-12 (Provisional release) as reported by the National Center for Education Statistics (http://nces.ed.gov/ipeds). Top majors are the ones that have the most conferred degrees. If it says "is in" rather than just "is", then various top majors were combined into a new attribute. For example, colleges whose top major is "in engineering" will include a college whose top major is chemical engineering, another whose top major is electrical engineering, and so on.
   

Mills College is in Oakland, CA, is private and nonprofit, accepts the Common Application, grants doctorates, has a Phi Beta Kappa chapter, has its top Doctoral major in education, offers on-campus housing, requires test scores for undergrad admissions, its top major is psychology, is on the semester system, its top Masters major is business/managerial economics, and enrolls from 1,000 to 4,999 students.

• research spending ($1.2M)
• endowment per full-time student ($111,030)
• average full-time teaching salary ($100,300)
• in-state undergrad tuition & fees ($40,080)
• out-of-state undergrad tuition & fees ($40,080)
• average grant aid to undergrads ($23,571)
• average undergrad student loan ($7,796)
• cost of a shared room ($5,610)
• research spending per student ($733)
• ratio of female full-time freshmen (100%)
• undergrads who get financial aid (97%)
• full-time retention rate (77%)
• undergrads who receive student loans (74%)
• in-state freshmen (72.1%)
• undergrads among full-time students (61.4%)
• undergrads who get Pell grants (37%)
• minorities (36.2%)
• grad students who are under 25 years old (24.3%)
• average teaching salary differential (men vs. women, 19.1%)
• undergrads who are 25 years or older (17.5%)
• disabled students (17%)
• Hispanics (16.5%)
• tuition & fees increase over three years (10.6%)
• Asians (9.5%)
• Blacks or African Americans (9.5%)
• foreign students (1.9%)
• American Indians or Alaska Natives (0.7%)
• non-resident tuition & fees surcharge (0%)
• average teaching salary differential (women vs. men, -16.1%)
• 25th percentile SAT math score (510)
• 25th percentile SAT reading score (530)
• 25th percentile SAT writing score (530)
• 75th percentile SAT math score (610)
• 75th percentile SAT reading score (660)
• 75th percentile SAT writing score (640)
• alumni who played in the National Football League (0)
• dorm capacity (768)
• first-year applicants (2,032)
• foreign students (32)
• full-time grad students (493)
• full-time undergrads (894)
• grad students (596)
• members of the National Academy of Sciences (0)
• men's basketball Final Four appearances (0)
• Rhodes Scholar alumni (0)
• total 75th percentile SAT score (1,910)
• undergrads (949)
• yearly for-credit students (1,669)
• on-campus yearly property crimes per thousand students (1.8)
• students per faculty member (10)
• annual rainfall (26.7 inches)
• diversity and inclusion ratio (0.04)
• elevation (64 meters)

Sources