Small liberal arts colleges (mainly the ‘Oberlin 50’) sorted by PhD production in the hard sciences with some extra info on the colleges. The detail on degrees in which the PhD was awarded is here:
http://talk.collegeconfidential.com/discussion/comment/19572642/#Comment_19572642
Adm.Rate = 2013 admim rate
Size = 2013 or 2014 enrollment size
PhD.Prod = PhD in the hard sciences 2004-2014 who had their baccalaureate from the school. Data from here https://ncsesdata.nsf.gov/webcaspar
PhD/1000 = PhD.Prod divided by size
%Need = % Need met. Data from collegedata.com
%Merit = % of student who got merit aid in 2013 or 2012. Data from these 2 lists. First from WA Post and if not there, I looked at the NYTimes article. If not on either of those, I looked at collegedata.com
https://www.washingtonpost.com/apps/g/page/local/college-grants-for-the-affluent/1526/
http://www.nytimes.com/interactive/2012/07/08/education/edlife/8edlife_chart.html?_r=0
Ave.Merit = average merit aid award. See above for data source.
Adm.Rate___SizePhD.Prod_PhD/1000%Need%MeritAve.MeritSchool
21.0205744921810042000Carleton
18.2__804309384100188300Harvey Mudd
30.4_29613001011003714900Oberlin
14.3154228818710000Swarthmore
17.0204528313810000Williams
48.5210026112410000Reed
59.2303424982992013300St Olaf
20.9292823781100147200Wesleyan
13.92526230_9110000Pomona
35.117342291321001515200Grinnell
43.0256321885100614200Smith
26.228751996910000Colgate Univ
29.123231998610000Wellesley
14.3179219610910000Amherst
23.5119419416210000Haverford
29.535651905391812500Bucknell U
46.82189188861001015700Mt Holyoke
34.22073184891001212100Macalester
26.01847174_9410000Colby
14.91805173_9610021000Bowdoin
23.8_24181737210000Vassar
22.520501728410078200Colorado College
57.0149817111493258400Whitman
17.225261656510000Middlebury
56.3206615475953519400Coll of Wooster
63.9229715166993613600Trinity Univ
85.2255315059752614500U of Puget Sound
64.0281014552803920200Furman Univ
72.534321454280277600Hope
39.3_22091446510000Franklin & Marsh
24.217731438110000Bates
39.91308141108100710700Bryn Mawr
63.2245614157922715000Gust. Adolphus
66.9146113492952518100Kalamazoo
25.61770133_75100419400Davidson
69.73894130337841NACalvin
72.1238512552891316700Luther
23.825731224710000Barnard
38.416621217395814300Kenyon
34.125031214899620500Lafayette
72.7151912180933118300Lawrence Univ
42.4204011958100119000Occidental
75.4_1734119697900Ohio Wesleyan
33.029371184010000Coll Holy Cross
66.31681114688340NAUrsinus
61.9221610849891617400Depauw
68.1249710542992813900Augustana
71.0181510558883014200Eckerd
44.523641014399139100Dickinson
27.2_19001015310000Hamilton
35.126321003810000Skidmore
38.021351004734NANASpelman
27.415871006394185600Wheaton-MA
63.7__993989990516900Earlham
_41.624519840901515500Gettysburg
35.81893__975110000Conn. College
46.022809542974218600Denison
60.68349511491362100New Coll of FL
61.5_19329348953017500Clark Univ
77.41417__92658121NADrew Univ
37.322429040100238800Union
56.4_12688668862116900Albion
75.01399__8661911715300Knox
62.92179__8539882313900Lewis and Clark
57.82375__8536842717700Willamette
67.71303__8364932614600Beloit
19.61890__8243100642600Wash and Lee
_80.413488160842724600Hendrix
60.31631__754695209100U of the South
68.6_13877252863618600Centre
66.82109__72345410NAMorehouse
34.3162171449400Berea
75.217897140952613600St John’s U-MN
31.82255__7131100524100Trinity College
_67.913967050721814500Alma
46.42406__6929862919400St Lawrence Univ
37.62059__673392217600Bard
_57.620316733933417600Rhodes
NA9265660881415400Wabash
57.31607__5232NANANALake Forest
11.713014938100411700Clar. McKenna
_61.7143549348726NACoe
86.2184045247793NAPacific Univ
75.520204422922213600Coll St Benedict
66.987343NA862720700Agnes Scott
63.71394__38278242NARandolph-Macon
35.7_9723536100620100Scripps
_63.3166535218029__NAWhittier