very important research

gistfile1.txt

brendano@malbec:/usr2/brendano/rtw_acarlson_thesis/rtw.ml.cmu.edu/acarlson_thesis/clr/features_sup_1.0E-6 % egrep -i '\bphd\b' *.txt > ../sup_phd_grep.txt

brendano@malbec:/usr2/brendano/rtw_acarlson_thesis/rtw.ml.cmu.edu/acarlson_thesis/clr % cat sup_phd_grep.txt | ruby -ne '(a,b) = $_.strip.split(":"); w,f=b.split("\t"); w="%10.3g" % [w.to_f]; f = "%-30s" % [f];  puts "#{w}\t#{f}\t#{a}"' | tabsort -gr -k1 | head -100

       2.9      PhD student in _                mlauthor_features.txt
      2.63      PhD student at _                university_features.txt
      2.34      PhD program in _                academicfield_features.txt
       2.3      PhD in _                        academicfield_features.txt
      1.83      PhD student in _                person_features.txt
      1.81      PhD degree in _                 academicfield_features.txt
      1.74      PhD student in _                academicfield_features.txt
      1.47      PhD student at _                organization_features.txt
      1.38      PhD student at _                agent_features.txt
      1.04      PhD student in _                agent_features.txt
     0.854      PhD program in _                abstractthing_features.txt
     0.725      PhD in _                        abstractthing_features.txt
     0.664      _ is a PhD student              mldataset_features.txt
     0.567      PhD , is _                      magazine_features.txt
     0.508      PhD degree in _                 abstractthing_features.txt
     0.428      _ is a PhD student              abstractthing_features.txt
     0.406      _ have a PhD                    profession_features.txt
      0.28      _ have a PhD                    abstractthing_features.txt
     0.204      _ has a PhD                     buildingmaterial_features.txt
     0.199      phd in _                        economicsector_features.txt
     0.182      phd in _                        mlmetric_features.txt
      0.16      PhD is _                        academicfield_features.txt
     0.133      PhD , is _                      mediacompany_features.txt
     0.118      phd in _                        hobby_features.txt
     0.115      phd in _                        academicfield_features.txt
     0.109      PhD is _                        cognitiveactions_features.txt
    0.0936      _ holds a PhD                   academicfield_features.txt
     0.082      PhD , is _                      publication_features.txt
    0.0765      _ has a PhD                     ethnicgroup_features.txt
    0.0693      PhD is _                        country_features.txt
    0.0686      _ holds a PhD                   city_features.txt
    0.0681      phd in _                        bodypart_features.txt
    0.0667      phd in _                        ethnicgroup_features.txt
    0.0489      phd in _                        sociopolitical_features.txt
    0.0434      _ holds a PhD                   ethnicgroup_features.txt
    0.0384      _ has a PhD                     country_features.txt
    0.0336      phd in _                        website_features.txt
    0.0306      PhD , is _                      company_features.txt
    0.0297      phd in _                        abstractthing_features.txt
    0.0241      _ has a PhD                     abstractthing_features.txt
    0.0227      _ is a PhD student              country_features.txt
    0.0173      phd in _                        country_features.txt
    0.0163      PhD , is _                      organization_features.txt
    0.0123      phd in _                        kitchenitem_features.txt
   0.00833      PhD is _                        abstractthing_features.txt
   0.00764      _ holds a PhD                   location_features.txt
   0.00688      _ holds a PhD                   abstractthing_features.txt
   0.00512      _ is a PhD student              location_features.txt
   0.00309      _ has a PhD                     location_features.txt
   0.00202      phd in _                        company_features.txt
   0.00033      PhD , is _                      abstractthing_features.txt
  0.000239      PhD is _                        item_features.txt
   0.00017      PhD is _                        book_features.txt
  0.000169      PhD is _                        householditem_features.txt
  0.000168      PhD is _                        person_features.txt
  0.000168      phd in _                        vehicle_features.txt
  0.000165      PhD is _                        mediatype_features.txt
  0.000162      PhD is _                        perceptionevent_features.txt
  0.000161      PhD is _                        female_features.txt
  0.000156      PhD is _                        newspaper_features.txt
  0.000156      PhD is _                        cardgame_features.txt
  0.000156      PhD is _                        building_features.txt
  0.000155      PhD is _                        vehicle_features.txt
  0.000154      PhD is _                        weatherphenomenon_features.txt
  0.000153      PhD is _                        buildingmaterial_features.txt
  0.000152      PhD is _                        writer_features.txt
  0.000152      PhD is _                        scientist_features.txt
  0.000152      PhD is _                        mlalgorithm_features.txt
  0.000151      PhD is _                        mountainrange_features.txt
   0.00015      PhD is _                        museum_features.txt
  0.000148      PhD is _                        movie_features.txt
  0.000147      PhD is _                        furniture_features.txt
  0.000146      phd in _                        room_features.txt
  0.000145      PhD is _                        arthropod_features.txt
  0.000144      PhD is _                        buildingfeature_features.txt
  0.000143      PhD is _                        sportsteam_features.txt
  0.000143      PhD is _                        politician_features.txt
  0.000143      PhD is _                        invertebrate_features.txt
  0.000143      PhD is _                        animal_features.txt
  0.000142      PhD is _                        videogame_features.txt
  0.000142      PhD is _                        ceo_features.txt
  0.000142      PhD is _                        blog_features.txt
  0.000141      PhD is _                        militaryeventtype_features.txt
  0.000141      PhD is _                        lake_features.txt
   0.00014      PhD is _                        recordlabel_features.txt
   0.00014      PhD is _                        geometricshape_features.txt
  0.000139      PhD is _                        river_features.txt
  0.000139      PhD is _                        reptile_features.txt
  0.000139      PhD is _                        monument_features.txt
  0.000139      PhD is _                        medicalprocedure_features.txt
  0.000139      PhD is _                        celltype_features.txt
  0.000139      PhD is _                        awardtrophytournament_features.txt
  0.000138      PhD is _                        hotel_features.txt
  0.000138      PhD is _                        celebrity_features.txt
  0.000137      PhD is _                        currency_features.txt
  0.000136      PhD is _                        vertebrate_features.txt
  0.000136      PhD is _                        vegetable_features.txt
  0.000136      PhD is _                        televisionstation_features.txt
  0.000136      PhD is _                        radiostation_features.txt
  0.000135      PhD is _                        park_features.txt