content: -- Copyright 2014 by Mark Watson. All rights reserved. The software and data in this project can be used under the terms of the GPL version 3 license.
  
  module Category1Gram (onegrams) where
  
  import qualified Data.Map as M
  
  chemistry = M.fromList [("chemical", 1.15), ("atoms", 6.95), ("reaction", 6.7), ("energy", 6.05), ("water", 5.5), ("substance", 5.1), ("electrons", 4.55), ("atom", 4.45), ("acid", 1.15), ("molecule", 3.75), ("ph", 3.45), ("liquid", 3.4), ("molecules", 3.3), ("carbon", 3.25), ("bond", 3.15), ("chemistry", 1.45), ("reactions", 2.75), ("substances", 2.7), ("compound", 2.6), ("elements", 2.45), ("organic", 2.45), ("ion", 2.3), ("atomic", 2.25), ("bonds", 2.15), ("hydrogen", 2.1), ("compounds", 2.1), ("wastewater", 2.05), ("ions", 2.05), ("temperature", 2.0), ("unit", 2.0), ("pressure", 1.95), ("mass", 0.65), ("matter", 1.9), ("acids", 0.8), ("electron", 1.85), ("treatment", 1.8), ("element", 1.75), ("solids", 1.7), ("oxidation", 1.7), ("molecular", 1.7), ("concentration", 1.65), ("oxygen", 1.65), ("sewage", 1.6), ("mole", 1.5), ("structure", 1.45), ("solid", 1.45), ("volume", 1.4), ("containing", 1.4), ("measure", 1.35), ("orbitals", 1.35), ("heat", 1.35), ("particles", 1.35), ("material", 1.35), ("light", 1.3), ("gas", 1.3), ("metal", 1.25), ("protons", 1.25), ("ionic", 1.2), ("properties", 1.2), ("species", 1.15), ("charge", 1.1), ("nucleus", 1.1), ("mixture", 1.1), ("having", 1.1), ("double", 1.05), ("valence", 1.05), ("changes", 1.05), ("covalent", 1.0), ("isomers", 1.0), ("sludge", 0.95), ("structures", 0.95), ("chlorine", 0.95), ("solute", 0.95), ("configuration", 0.95), ("charged", 0.95), ("study", 0.95), ("alcohol", 0.95), ("solvent", 0.9), ("nuclear", 0.9), ("biological", 0.85), ("negative", 0.85), ("turbidity", 0.8), ("expressed", 0.8), ("organisms", 0.8), ("surface", 0.8), ("occurs", 0.8), ("equilibrium", 0.8), ("equation", 0.8), ("commonly", 0.8), ("reduction", 0.8), ("flow", 0.75), ("proton", 0.75), ("indicator", 0.75), ("electrical", 0.75), ("phase", 0.75), ("industrial", 0.75), ("metals", 0.75), ("chloride", 0.75), ("liquids", 0.7), ("dissolved", 0.7), ("vapor", 0.7), ("measured", 0.7), ("pair", 0.7), ("constant", 0.7), ("positive", 0.7), ("laboratory", 0.7), ("composition", 0.7), ("sodium", 0.7), ("calcium", 0.7), ("waste", 0.65), ("equivalent", 0.65), ("titration", 0.65), ("lewis", 0.65), ("quantity", 0.65), ("periodic", 0.65), ("neutrons", 0.65), ("bonding", 0.65), ("boiling", 0.65)]
  computers = M.fromList [("software", 4.6), ("network", 4.65), ("linux", 3.6), ("device", 3.55), ("computers", 3.05), ("storage", 2.7), ("disk", 2.3), ("unit", 2.3), ("files", 2.05), ("hardware", 1.8), ("structure", 1.8), ("characters", 1.7), ("medium", 1.7), ("key", 1.7), ("mail", 1.65), ("terminal", 1.6), ("ibm", 1.6), ("message", 1.5), ("physical", 1.5), ("electronic", 1.45), ("screen", 1.4), ("stored", 1.4), ("server", 1.4), ("digital", 1.3), ("devices", 1.3), ("units", 1.25), ("chip", 1.25), ("networks", 1.2), ("magnetic", 1.2), ("printer", 1.2), ("database", 1.2), ("communication", 1.2), ("connected", 1.1), ("science", 1.1), ("operations", 1.1), ("cpu", 1.1), ("multiple", 1.05), ("communications", 1.05), ("random", 1.05), ("keyboard", 1.05), ("interface", 1.05), ("bit", 1.05), ("tape", 1.0), ("address", 1.0), ("graphics", 1.0), ("computation", 1.0), ("collection", 1.0), ("drive", 0.9), ("bits", 0.9), ("study", 0.9), ("computing", 0.9), ("command", 0.9), ("messages", 0.85), ("instance", 0.85), ("character", 0.85), ("personal", 0.85), ("compiler", 0.85), ("bytes", 0.8), ("osi", 0.8), ("printed", 0.8), ("protocol", 0.8), ("host", 0.8), ("engineering", 0.8), ("various", 0.8), ("binary", 0.8), ("unix", 0.8), ("ethernet", 0.7), ("layer", 0.65), ("ram", 0.7), ("ip", 0.7), ("rom", 0.7), ("bandwidth", 0.7), ("integrated", 0.7), ("typically", 0.7), ("sequence", 0.7), ("reference", 0.7), ("hard", 0.7), ("displayed", 0.7), ("environment", 0.7), ("monitor", 0.7), ("parity", 0.65), ("defined", 0.65), ("keys", 0.65), ("operation", 0.65), ("connect", 0.65), ("speed", 0.65), ("cd", 0.65), ("transmission", 0.65), ("circuit", 0.65), ("provide", 0.65), ("allow", 0.65), ("commands", 0.65)]
  computers_ai = M.fromList [("ai", 16.6), ("artificial", 3.0), ("intelligent", 1.1), ("knowledge", 1.4), ("science", 2.9), ("brain", 2.6), ("symbolic", 2.4), ("algorithms", 2.2), ("turing", 2.1), ("researchers", 2.1), ("networks", 2.0), ("reasoning", 1.0), ("chomsky", 1.6), ("vision", 1.5), ("solving", 1.4), ("mccarthy", 1.3), ("neural", 1.3), ("computers", 1.3), ("mit", 1.3), ("computation", 1.2), ("behavior", 1.1), ("logical", 1.1), ("computational", 0.8), ("solve", 1.0), ("agents", 1.0), ("robotics", 0.7), ("question", 1.0), ("network", 1.0), ("engineering", 1.0), ("biological", 1.0), ("poggio", 1.0), ("statistical", 0.9), ("scientific", 0.9), ("cognitive", 0.9), ("algorithm", 0.9), ("perception", 0.9), ("robots", 0.9), ("probabilistic", 0.8), ("optimization", 0.8), ("mathematical", 0.8), ("lisp", 0.8), ("pattern", 0.8), ("technology", 0.8), ("institute", 0.8), ("classifier", 0.7), ("paradigm", 0.7), ("thinking", 0.7), ("chess", 0.7), ("recognize", 0.7), ("concept", 0.7), ("serre", 0.7), ("neuroscience", 0.7)]
  computers_ai_datamining = M.fromList [("database", 5.4), ("databases", 1.55), ("terabytes", 3.05), ("patterns", 2.85), ("algorithms", 2.6), ("knowledge", 1.65), ("bayesian", 2.05), ("artificial", 1.9), ("ai", 1.75), ("algorithm", 1.35), ("networks", 1.3), ("models", 1.3), ("statistical", 1.3), ("datamining", 1.2), ("petabytes", 1.2), ("markov", 1.2), ("knowledgebooks", 1.1), ("items", 1.1), ("customers", 1.0), ("amazon", 1.0), ("collection", 1.0), ("statistics", 1.0), ("regression", 0.9), ("collections", 0.9), ("bayes", 0.9), ("probability", 0.9), ("choicepoint", 0.8), ("trillion", 0.8), ("computational", 0.8), ("linear", 0.8), ("variables", 0.7), ("overfitting", 0.7), ("clustering", 0.7), ("kdd", 0.65), ("trends", 0.65), ("nersc", 0.65), ("sprint", 0.65), ("solve", 0.65), ("underlying", 0.65), ("validation", 0.65), ("reinforcement", 0.65)]
  computers_ai_learning = M.fromList [("neural", 4.1), ("ai", 5.05), ("networks", 1.1), ("brain", 4.55), ("artificial", 4.3), ("network", 0.65), ("knowledge", 1.1), ("neurons", 2.75), ("algorithms", 2.7), ("professor", 2.5), ("training", 2.25), ("patterns", 1.8), ("researchers", 0.65), ("algorithm", 1.6), ("semantic", 1.35), ("neuron", 1.35), ("computational", 0.9), ("algebra", 1.35), ("connections", 1.15), ("interconnected", 1.15), ("models", 1.1), ("concept", 1.1), ("perform", 1.1), ("rules", 1.1), ("supervised", 1.15), ("inputs", 1.1), ("technology", 0.65), ("mathematical", 0.9), ("study", 1.1), ("calculus", 1.1), ("science", 1.1), ("clustering", 0.9), ("fuzzy", 0.9), ("stochastic", 0.9), ("learns", 0.65), ("trained", 0.9), ("processes", 0.9), ("statistical", 0.9), ("acquisition", 0.9), ("observation", 0.9), ("robot", 0.9), ("engineering", 0.9), ("stock", 0.9), ("fraud", 0.9), ("card", 0.9), ("recognize", 0.9), ("computers", 0.9), ("georgia", 0.9), ("sternberg", 0.9), ("self", 0.9), ("mathematics", 0.9), ("textbook", 0.9), ("stanford", 0.9), ("nilsson", 0.65), ("targets", 0.65), ("stage", 0.65), ("archambault", 0.65), ("structures", 0.65), ("cultured", 0.65), ("perceptrons", 0.65), ("modeled", 0.65), ("linear", 0.65), ("context", 0.65), ("according", 0.65), ("switching", 0.65), ("biological", 0.65), ("capture", 0.65), ("directions", 0.65), ("making", 0.65), ("signals", 0.65), ("activity", 0.65), ("strategies", 0.65), ("bottleneck", 0.65), ("magazine", 0.65), ("building", 0.65), ("solve", 0.65), ("director", 0.65), ("create", 0.65), ("potential", 0.65), ("areas", 0.65), ("reasoning", 0.65), ("improve", 0.65), ("kinds", 0.65), ("polynomial", 0.65), ("computation", 0.65), ("environment", 0.65), ("classification", 0.65), ("outputs", 0.65), ("desired", 0.65), ("vision", 0.65), ("pattern", 0.65), ("statistics", 0.65), ("intelligent", 0.65), ("institute", 0.65), ("appropriate", 0.65), ("uuml", 0.65), ("differential", 0.65), ("equations", 0.65), ("producing", 0.65), ("trillia", 0.65), ("abstract", 0.65), ("ash", 0.65), ("hacking", 0.65), ("department", 0.65), ("laboratory", 0.65), ("theoretical", 0.65), ("nils", 0.65)]
  computers_ai_nlp = M.fromList [("nlp", 4.15), ("corpus", 2.0), ("tagger", 1.5), ("corpora", 1.35), ("models", 1.3), ("essentially", 1.15), ("context", 1.1), ("feature", 1.1), ("probably", 1.05), ("acl", 1.05), ("sentence", 1.05), ("semantic", 1.05), ("pos", 1.0), ("technology", 0.85), ("linguistic", 0.85), ("sequence", 0.85), ("european", 0.85), ("various", 0.85), ("java", 0.85), ("labeling", 0.8), ("linguistics", 0.65), ("entity", 0.8), ("actually", 0.8), ("statistical", 0.7), ("treebank", 0.8), ("label", 0.75), ("powerset", 0.75), ("task", 0.75), ("instance", 0.7), ("parsing", 0.7), ("mt", 0.7), ("chunking", 0.7), ("wordnet", 0.7), ("nltk", 0.7), ("idea", 0.65), ("bit", 0.65), ("hard", 0.65), ("summarization", 0.65), ("german", 0.65), ("resources", 0.65)]
  computers_ai_search = M.fromList [("node", 12.5), ("heuristic", 1.25), ("goal", 8.7), ("frontier", 0.6), ("ai", 5.0), ("sphinx", 3.75), ("lucene", 3.75), ("artificial", 3.7), ("guaranteed", 3.1), ("snippet", 3.1), ("googlebot", 3.1), ("exponential", 0.6), ("paths", 2.5), ("depth", 0.6), ("added", 2.5), ("neighbors", 2.5), ("protocol", 0.6), ("exclusion", 2.5), ("robots", 0.6), ("complexity", 1.85), ("infinite", 1.85), ("exists", 1.85), ("actual", 1.85), ("intelligent", 1.85), ("worst", 1.25), ("strategies", 1.25), ("positive", 1.2), ("arc", 1.25), ("finite", 1.25), ("halt", 1.25), ("breadth", 1.25), ("linear", 0.6), ("halts", 1.25), ("searches", 1.25), ("selected", 1.25), ("derive", 1.25), ("neighbor", 1.25), ("non", 1.2), ("promising", 1.25), ("hierarchy", 1.25), ("symbols", 1.2), ("newell", 1.25), ("turing", 1.25), ("ed", 1.25), ("indexes", 1.25), ("ing", 1.2), ("meta", 1.25), ("website", 1.25), ("trivial", 0.6), ("factors", 0.6), ("branching", 0.6), ("explored", 0.6), ("lengths", 0.6), ("respect", 0.6), ("summary", 0.6), ("exponentially", 0.6), ("increases", 0.6), ("answer", 0.6), ("bound", 0.6), ("lower", 0.6), ("possibly", 0.6), ("minimal", 0.6), ("globally", 0.6), ("selection", 0.6), ("strategy", 0.6), ("forming", 0.6), ("replaced", 0.6), ("zero", 0.6), ("initially", 0.6), ("subscripted", 0.6), ("final", 0.6), ("shown", 0.6), ("consider", 0.6), ("ordered", 0.6), ("queue", 0.6), ("priority", 0.6), ("treating", 0.6), ("implemented", 0.6), ("define", 0.6), ("constrained", 0.6), ("expand", 0.6), ("considers", 0.6), ("combination", 0.6), ("increasing", 0.6), ("close", 0.6), ("fist", 0.6), ("suffers", 0.6), ("selects", 0.6), ("explores", 0.6), ("locally", 0.6), ("chooses", 0.6), ("representing", 0.6), ("stack", 0.6), ("original", 0.6), ("simplified", 0.6), ("simpler", 0.6), ("solve", 0.6), ("measures", 0.6), ("accurately", 0.6), ("trade", 0.6), ("typically", 0.6), ("obtained", 0.6), ("readily", 0.6), ("magical", 0.6), ("lead", 0.6), ("guess", 0.6), ("informed", 0.6), ("inform", 0.6), ("negative", 0.6), ("returns", 0.6), ("nodes", 0.6), ("stumble", 0.6), ("happen", 0.6), ("unless", 0.6), ("account", 0.6), ("uninformed", 0.6), ("preceding", 0.6), ("turn", 0.6), ("ideas", 0.6), ("examine", 0.6), ("topics", 0.6), ("click", 0.6), ("realize", 0.6), ("computationally", 0.6), ("proposal", 0.6), ("constitute", 0.6), ("idea", 0.6), ("hypothesis", 0.6), ("symbol", 0.6), ("characteristic", 0.6), ("essential", 0.6), ("environment", 0.6), ("task", 0.6), ("posed", 0.6), ("complexities", 0.6), ("difficulties", 0.6), ("variations", 0.6), ("face", 0.6), ("goals", 0.6), ("presuming", 0.6), ("involves", 0.6), ("breath", 0.6), ("speaking", 0.6), ("compute", 0.6), ("programmed", 0.6), ("computable", 0.6), ("computing", 0.6), ("capable", 0.6), ("conjectured", 0.6), ("yielded", 0.6), ("remembered", 0.6), ("allowed", 0.6), ("covered", 0.6), ("previously", 0.6), ("computation", 0.6), ("herbert", 0.6), ("allen", 0.6), ("lecture", 0.6), ("award", 0.6), ("tenth", 0.6), ("recounted", 0.6), ("statement", 0.6), ("explicit", 0.6), ("discussion", 0.6), ("sought", 0.6), ("road", 0.6), ("abstract", 0.6), ("attempted", 0.6), ("computers", 0.6), ("attempts", 0.6), ("earlier", 0.6), ("summer", 0.6), ("held", 0.6), ("dartmouth", 0.6), ("traced", 0.6), ("aid", 0.6), ("comes", 0.6), ("probably", 0.6), ("currently", 0.6), ("reindex", 0.6), ("longer", 0.6), ("changes", 0.6), ("publisher", 0.6), ("newspaper", 0.6), ("disable", 0.6), ("allowing", 0.6), ("highlights", 0.6), ("advantage", 0.6), ("deleted", 0.6), ("accidentally", 0.6), ("aftermath", 0.6), ("overloaded", 0.6), ("unavailable", 0.6), ("temporarily", 0.6), ("servers", 0.6), ("stored", 0.6), ("clicking", 0.6), ("underneath", 0.6), ("moves", 0.6), ("determination", 0.6), ("isn", 0.6), ("snippets", 0.6), ("visit", 0.6), ("likely", 0.6), ("studies", 0.6), ("america", 0.6), ("mallard", 0.6), ("extract", 0.6), ("tell", 0.6), ("extent", 0.6), ("caching", 0.6), ("ensure", 0.6), ("stops", 0.6), ("caveat", 0.6), ("head", 0.6), ("simply", 0.6), ("hiding", 0.6), ("tells", 0.6), ("remove", 0.6), ("continually", 0.6), ("frequently", 0.6), ("changed", 0.6), ("updated", 0.6), ("didn", 0.6), ("map", 0.6), ("thehighsteadpost", 0.6), ("fetches", 0.6), ("reads", 0.6), ("preventing", 0.6), ("websites", 0.6), ("publishers", 0.6), ("grain", 0.6), ("detailed", 0.6), ("illustrate", 0.6), ("giving", 0.6), ("introduced", 0.6), ("indexing", 0.6), ("mechanisms", 0.6), ("details", 0.6), ("crow", 0.6), ("dan", 0.6), ("culture", 0.6), ("technology", 0.6), ("insights", 0.6), ("googler", 0.6), ("mobile", 0.6)]
  computers_ai_textmining = M.fromList [("documents", 1.35), ("analytics", 1.5), ("dmoz", 2.35), ("training", 2.15), ("retrieval", 0.65), ("monash", 2.0), ("extraction", 0.65), ("database", 2.0), ("nakov", 1.85), ("categories", 1.85), ("clearforest", 1.85), ("preslav", 1.65), ("semantic", 1.35), ("clustering", 1.65), ("algorithm", 1.5), ("knowledge", 1.3), ("acl", 1.35), ("entities", 1.35), ("technology", 0.65), ("proceedings", 1.35), ("unstructured", 1.15), ("trec", 1.15), ("textual", 1.15), ("needed", 1.15), ("inquira", 1.15), ("wlb", 1.15), ("visualization", 0.65), ("databases", 1.15), ("nstein", 1.15), ("sentiment", 1.0), ("entity", 1.0), ("community", 1.0), ("centre", 1.0), ("naacl", 1.0), ("advanced", 1.0), ("structured", 1.0), ("networking", 1.0), ("identification", 1.0), ("learns", 1.0), ("vector", 1.0), ("various", 1.0), ("tbs", 1.0), ("bioscience", 1.0), ("researchers", 1.0), ("griffiths", 1.0), ("steyvers", 1.0), ("lda", 1.0), ("bi", 1.0), ("team", 1.0), ("patterns", 0.8), ("track", 0.8), ("noun", 0.8), ("stoica", 0.8), ("emilia", 0.8), ("rosario", 0.8), ("barbara", 0.8), ("statistical", 0.8), ("hakia", 0.8), ("partial", 0.8), ("technorati", 0.8), ("mercado", 0.8), ("engines", 0.8), ("storage", 0.8), ("ibm", 0.8), ("corpus", 0.8), ("generated", 0.8), ("semspace", 0.8), ("classification", 0.8), ("cpd", 0.8), ("compact", 0.8), ("xml", 0.65), ("topic", 0.8), ("discover", 0.65), ("linguistic", 0.65), ("involves", 0.65), ("pattern", 0.65), ("hierarchy", 0.65), ("genomics", 0.65), ("relations", 0.65), ("building", 0.65), ("biotext", 0.65), ("mail", 0.65), ("editors", 0.65), ("outage", 0.65), ("named", 0.65), ("walled", 0.65), ("social", 0.65), ("nlp", 0.65), ("filtering", 0.65), ("md", 0.65), ("taxonomies", 0.65), ("categorization", 0.65), ("client", 0.65), ("address", 0.65), ("tiling", 0.65), ("outputs", 0.65), ("formats", 0.65), ("protein", 0.65), ("biological", 0.65), ("scientific", 0.65), ("technologies", 0.65), ("nrc", 0.65), ("canada", 0.65), ("discovery", 0.65), ("sparse", 0.65), ("models", 0.65), ("previously", 0.65), ("extension", 0.65), ("automatically", 0.65), ("events", 0.65), ("partners", 0.65)]
  computers_microsoft = M.fromList [("microsoft", 29.75), ("software", 2.75), ("playtech", 2.0), ("server", 1.9), ("disk", 1.45), ("boot", 1.45), ("gates", 1.3), ("visma", 1.25), ("punch", 1.25), ("llc", 1.25), ("os", 1.25), ("exe", 1.25), ("cache", 1.25), ("sourcenext", 1.2), ("usa", 1.2), ("avanquest", 1.2), ("xp", 1.2), ("versions", 1.2), ("market", 1.1), ("casino", 1.1), ("asa", 1.1), ("shutdown", 1.1), ("professor", 1.05), ("linux", 1.05), ("dos", 1.0), ("pc", 1.0), ("readyboost", 1.0), ("teaches", 0.95), ("enginia", 0.95), ("product", 0.95), ("msn", 0.95), ("explorer", 0.95), ("logo", 0.9), ("session", 0.9), ("default", 0.9), ("technology", 0.85), ("pro", 0.85), ("corporate", 0.85), ("xbox", 0.8), ("britannica", 0.8), ("encyclopaedia", 0.8), ("ibm", 0.8), ("click", 0.8), ("device", 0.8), ("superfetch", 0.8), ("employees", 0.75), ("cif", 0.75), ("poker", 0.75), ("serif", 0.75), ("consulting", 0.75), ("client", 0.75), ("kernel", 0.75), ("masque", 0.7), ("ag", 0.7), ("yahoo", 0.7), ("ulead", 0.65), ("digital", 0.65), ("designer", 0.65), ("publishing", 0.65), ("limited", 0.65), ("suite", 0.65), ("attachmate", 0.65), ("developers", 0.65), ("priority", 0.65), ("bit", 0.65)]
  computers_programming = M.fromList [("programming", 1.1), ("lisp", 3.9), ("java", 3.7), ("software", 1.65), ("scheme", 1.65), ("scala", 1.65), ("netbeans", 1.45), ("intellij", 1.45), ("eclipse", 1.45), ("ide", 1.45), ("compilers", 1.45), ("compiler", 1.45), ("algorithm", 0.9), ("code", 0.9), ("variables", 0.7), ("operators", 0.7), ("iteration", 0.7), ("discipline", 0.7), ("implementation", 0.7), ("modula", 0.7), ("modeling", 0.35), ("pascal", 0.7), ("programmers", 0.55), ("debate", 0.55), ("requirements", 0.55), ("ibm", 0.55), ("ada", 0.55), ("dasl", 0.55), ("computers", 0.35), ("express", 0.35), ("arrays", 0.35), ("actors", 0.35), ("turtles", 0.35), ("mastermind", 0.35), ("sentence", 0.35), ("global", 0.35), ("local", 0.35), ("recursion", 0.35), ("predicates", 0.35), ("events", 0.35), ("interface", 0.35), ("sentences", 0.35), ("defining", 0.35), ("primitive", 0.35), ("inputs", 0.35), ("procedure", 0.35), ("structure", 0.35), ("hierarchical", 0.35), ("animation", 0.35), ("commands", 0.35), ("adding", 0.35), ("pseudocode", 0.35), ("mda", 0.35), ("ooad", 0.35), ("evolvable", 0.35), ("efficient", 0.35), ("extent", 0.35), ("engineering", 0.35), ("testing", 0.35), ("understanding", 0.35), ("uml", 0.35), ("notation", 0.35), ("xpl", 0.35), ("smalltalk", 0.35), ("python", 0.35), ("prolog", 0.35), ("sql", 0.35), ("occam", 0.35), ("mindstorms", 0.35), ("architecture", 0.35), ("javascript", 0.35), ("rpg", 0.35), ("assembly", 0.35), ("labview", 0.35), ("foxpro", 0.35), ("darkbasic", 0.35), ("caml", 0.35), ("amigae", 0.35), ("algol", 0.35)]
  computers_programming_cpp = M.fromList [("library", 0.35), ("code", 1.7), ("programming", 1.2), ("compilers", 1.1), ("stroustrup", 1.0), ("virtual", 0.8), ("polymorphism", 0.35), ("compilation", 0.7), ("namespace", 0.65), ("templates", 0.4), ("overloading", 0.65), ("compile", 0.55), ("implementation", 0.55), ("operator", 0.55), ("oriented", 0.55), ("compiler", 0.2), ("stl", 0.5), ("bjarne", 0.5), ("generic", 0.5), ("cout", 0.4), ("declarations", 0.4), ("provide", 0.4), ("template", 0.35), ("protected", 0.4), ("directives", 0.4), ("multiple", 0.4), ("implementations", 0.4), ("static", 0.4), ("private", 0.35), ("oo", 0.35), ("iostream", 0.35), ("statement", 0.35), ("keyword", 0.35), ("header", 0.35), ("defined", 0.35), ("implement", 0.35), ("rules", 0.35), ("variable", 0.35), ("members", 0.35), ("derived", 0.35), ("macros", 0.35), ("introduced", 0.35), ("paradigm", 0.35), ("multi", 0.35), ("dynamic", 0.25), ("conditional", 0.25), ("inclusion", 0.25), ("substitution", 0.25), ("preprocessor", 0.25), ("symbols", 0.25), ("ostream", 0.25), ("supports", 0.25), ("names", 0.25), ("cast", 0.25), ("conversion", 0.25), ("strictly", 0.25), ("instance", 0.25), ("runtime", 0.25), ("directive", 0.25), ("arrays", 0.25), ("perform", 0.25), ("algorithms", 0.25), ("various", 0.25), ("compatible", 0.25), ("metaprogramming", 0.25), ("committee", 0.25), ("operators", 0.25), ("handling", 0.25), ("rtti", 0.25), ("java", 0.25), ("simula", 0.25), ("ansi", 0.25), ("procedural", 0.25), ("handle", 0.2), ("lalr", 0.2), ("complicated", 0.2), ("feature", 0.2), ("accessible", 0.2), ("declared", 0.2), ("flow", 0.2), ("programmers", 0.2), ("define", 0.2), ("macro", 0.2), ("global", 0.2), ("void", 0.2), ("commonly", 0.2), ("considered", 0.2), ("defines", 0.2), ("inline", 0.2), ("refer", 0.2), ("interfaces", 0.2), ("operations", 0.2), ("pointers", 0.2), ("containers", 0.2), ("exist", 0.2), ("libraries", 0.2), ("programmer", 0.2), ("standards", 0.2), ("boost", 0.2), ("newspeak", 0.2), ("technical", 0.2), ("exceptions", 0.2), ("official", 0.2), ("reference", 0.2), ("added", 0.2), ("checking", 0.2), ("parsing", 0.2), ("encapsulation", 0.2), ("hello", 0.2), ("incompatibility", 0.2), ("exception", 0.2), ("labs", 0.2), ("bell", 0.2), ("popular", 0.2), ("abstraction", 0.2), ("ada", 0.2), ("microsoft", 0.2)]
  computers_programming_java = M.fromList [("java", 6.25), ("mdash", 2.6), ("gwt", 2.0), ("interface", 0.35), ("swing", 1.65), ("component", 1.5), ("api", 1.5), ("code", 1.35), ("axis", 1.05), ("create", 0.95), ("toolkit", 0.8), ("library", 0.8), ("platform", 0.8), ("ee", 0.8), ("browser", 0.2), ("joda", 0.2), ("wolff", 0.7), ("eberhard", 0.7), ("creating", 0.35), ("javascript", 0.55), ("uuml", 0.55), ("jax", 0.55), ("wsdl", 0.55), ("accountmanager", 0.55), ("tier", 0.55), ("architecture", 0.55), ("handling", 0.55), ("providing", 0.55), ("ajax", 0.45), ("register", 0.45), ("ller", 0.45), ("ouml", 0.45), ("rgen", 0.45), ("description", 0.45), ("timezone", 0.45), ("submitted", 0.45), ("existing", 0.45), ("lessons", 0.2), ("simple", 0.45), ("jdk", 0.45), ("automatically", 0.35), ("lets", 0.35), ("production", 0.35), ("testing", 0.35), ("javadoc", 0.35), ("guide", 0.35), ("makes", 0.35), ("interoperability", 0.35), ("wellington", 0.35), ("melbourne", 0.35), ("developer", 0.35), ("visit", 0.35), ("projects", 0.2), ("server", 0.35), ("libraries", 0.35), ("skeletons", 0.35), ("integration", 0.35), ("driven", 0.35), ("created", 0.35), ("oriented", 0.35), ("expose", 0.35), ("apache", 0.35), ("pojo", 0.35), ("ranges", 0.35), ("delegate", 0.35), ("implementation", 0.35), ("ing", 0.35), ("advanced", 0.35), ("supports", 0.35), ("comprehensive", 0.35), ("gui", 0.35), ("exceptions", 0.35), ("box", 0.35), ("certification", 0.35), ("faq", 0.35), ("lists", 0.35), ("trails", 0.35), ("junit", 0.2), ("response", 0.2), ("request", 0.2), ("rpc", 0.2), ("widgets", 0.2), ("widget", 0.2), ("compliant", 0.2), ("dynamic", 0.2), ("developers", 0.2), ("mailing", 0.2), ("compatible", 0.2), ("latest", 0.2), ("navigation", 0.2), ("covers", 0.2), ("documentation", 0.2), ("earlier", 0.2), ("changes", 0.2), ("evening", 0.2), ("presentations", 0.2), ("location", 0.2), ("alex", 0.2), ("ben", 0.2), ("dupuis", 0.2), ("christian", 0.2), ("topics", 0.2), ("cover", 0.2), ("meet", 0.2), ("wiesner", 0.2), ("mike", 0.2), ("acegi", 0.2), ("aop", 0.2), ("enterprise", 0.2), ("johnson", 0.2), ("rod", 0.2), ("extensive", 0.2), ("germany", 0.2), ("wed", 0.2), ("quality", 0.2), ("coverage", 0.2), ("conflicts", 0.2), ("classpath", 0.2), ("client", 0.2), ("generate", 0.2), ("asynchronous", 0.2), ("synchronous", 0.2), ("producer", 0.2), ("requests", 0.2), ("stubs", 0.2), ("accountid", 0.2), ("string", 0.2), ("account", 0.2), ("structure", 0.2), ("distinct", 0.2), ("typical", 0.2), ("websphere", 0.2), ("servers", 0.2), ("deployment", 0.2), ("today", 0.2), ("serves", 0.2), ("consumable", 0.2), ("enterprises", 0.2), ("substantial", 0.2), ("acceptance", 0.2), ("soap", 0.2), ("icons", 0.2), ("associated", 0.2), ("os", 0.2), ("microsoft", 0.2), ("handle", 0.2), ("default", 0.2), ("mvc", 0.2), ("painting", 0.2), ("layout", 0.2), ("notifications", 0.2), ("throw", 0.2), ("maintain", 0.2), ("steps", 0.2), ("medium", 0.2), ("platforms", 0.2), ("virtual", 0.2), ("directory", 0.2), ("naming", 0.2), ("wide", 0.2), ("internationalization", 0.2), ("lesson", 0.2), ("various", 0.2), ("enhancement", 0.2), ("generics", 0.2), ("graphics", 0.2), ("running", 0.2), ("creation", 0.2), ("currently", 0.2), ("trail", 0.2), ("resources", 0.2), ("jar", 0.2), ("extending", 0.2), ("collections", 0.2), ("regular", 0.2), ("concepts", 0.2), ("installing", 0.2), ("technology", 0.2), ("started", 0.2), ("refer", 0.2), ("buy", 0.2), ("guides", 0.2), ("ide", 0.2), ("netbeans", 0.2), ("se", 0.2)]
  computers_programming_lisp = M.fromList [("lisp", 7.05), ("code", 3.65), ("listing", 1.3), ("lists", 1.3), ("metaprograms", 1.2), ("combinator", 1.05), ("cons", 0.8), ("elements", 0.75), ("simple", 0.75), ("lambda", 0.25), ("recursion", 0.65), ("haskell", 0.65), ("quasiquotation", 0.65), ("mainstream", 0.65), ("recursive", 0.65), ("structure", 0.65), ("nested", 0.65), ("programming", 0.65), ("scheme", 0.65), ("tradition", 0.65), ("statement", 0.5), ("rest", 0.5), ("parser", 0.5), ("element", 0.5), ("nil", 0.5), ("meta", 0.5), ("higher", 0.5), ("expressions", 0.5), ("encoding", 0.5), ("implementation", 0.5), ("lispers", 0.5), ("non", 0.5), ("paradigm", 0.5), ("makes", 0.5), ("manipulate", 0.5), ("ideas", 0.4), ("works", 0.4), ("racket", 0.4), ("max", 0.4), ("defun", 0.4), ("revolutions", 0.4), ("evolution", 0.4), ("ensure", 0.4), ("discovery", 0.4), ("quotes", 0.4), ("allow", 0.4), ("dynamic", 0.4), ("atoms", 0.35), ("structures", 0.4), ("metaprogramming", 0.4), ("encoded", 0.4), ("contrast", 0.4), ("combination", 0.4), ("extension", 0.4), ("invented", 0.4), ("actually", 0.4), ("universal", 0.4), ("actual", 0.4), ("started", 0.4), ("args", 0.25), ("inelegant", 0.25), ("loop", 0.25), ("puzzles", 0.25), ("heard", 0.25), ("calculus", 0.25), ("integers", 0.25), ("computes", 0.25), ("conditional", 0.25), ("argument", 0.25), ("lst", 0.25), ("declarations", 0.25), ("building", 0.25), ("abstractions", 0.25), ("enclosed", 0.25), ("programmers", 0.25), ("big", 0.25), ("python", 0.25), ("string", 0.25), ("original", 0.25), ("programmer", 0.25), ("continuations", 0.25), ("binding", 0.25), ("package", 0.25), ("intrinsic", 0.25), ("incompatible", 0.25), ("mutually", 0.25), ("infrastructure", 0.25), ("combining", 0.25), ("match", 0.25), ("unquotation", 0.25), ("variable", 0.25), ("straight", 0.25), ("abstract", 0.25), ("fixed", 0.25), ("interestingly", 0.25), ("generating", 0.25), ("target", 0.25), ("dynamically", 0.25), ("terminals", 0.25), ("grammar", 0.25), ("statements", 0.25), ("making", 0.25), ("applicable", 0.25), ("powerful", 0.25), ("intellectual", 0.25), ("symbols", 0.25), ("tied", 0.25), ("fit", 0.25), ("compiled", 0.25), ("stream", 0.25), ("compiler", 0.25), ("iteration", 0.25), ("interpreters", 0.25), ("running", 0.25), ("experimenting", 0.25), ("paradigms", 0.25), ("scratch", 0.25), ("matching", 0.25), ("extensions", 0.25), ("variants", 0.25), ("having", 0.25), ("eval", 0.25)]
  computers_programming_ruby = M.fromList [("ruby", 3.15), ("rails", 1.85), ("gem", 5.65), ("hash", 3.75), ("array", 3.15), ("mongrel", 3.15), ("ri", 1.85), ("rubyine", 1.25), ("key", 1.25), ("hashes", 1.25), ("shortcut", 1.25), ("construct", 1.25), ("basics", 1.25), ("mswin", 1.25), ("shown", 1.25), ("platform", 1.25), ("command", 1.25), ("bin", 1.25), ("local", 1.25), ("dependencies", 1.25), ("sudo", 1.25), ("railsconf", 1.25), ("library", 1.25), ("imagemagick", 1.25), ("rmagick", 1.25), ("sinatra", 1.25), ("gemfile", 1.25), ("rspec", 1.25), ("processes", 1.25), ("recursive", 1.25), ("instance", 1.25), ("functional", 0.6), ("rubymine", 0.6), ("ide", 0.6), ("open", 0.6), ("radrails", 0.6), ("ing", 0.6), ("entry", 0.6), ("define", 0.6), ("brace", 0.6), ("curly", 0.6), ("instantiating", 0.6), ("created", 0.6), ("es", 0.6), ("relationship", 0.6), ("map", 0.6), ("dictionaries", 0.6), ("conceptually", 0.6), ("container", 0.6), ("storage", 0.6), ("irb", 0.6), ("confuse", 0.6), ("wondering", 0.6), ("interactive", 0.6), ("stands", 0.6), ("oh", 0.6), ("ed", 0.6), ("window", 0.6), ("terminal", 0.6), ("entering", 0.6), ("documentation", 0.6), ("reference", 0.6), ("brackets", 0.6), ("square", 0.6), ("inside", 0.6), ("place", 0.6), ("enclose", 0.6), ("guts", 0.6), ("diving", 0.6), ("extremely", 0.6), ("concerned", 0.6), ("suggest", 0.6), ("developers", 0.6), ("appropriate", 0.6), ("prompted", 0.6), ("apache", 0.6), ("lighttpd", 0.6), ("scgi", 0.6), ("fastcgi", 0.6), ("compile", 0.6), ("having", 0.6), ("server", 0.6), ("stand", 0.6), ("fast", 0.6), ("retry", 0.6), ("instructed", 0.6), ("didn", 0.6), ("loaderror", 0.6), ("rubygems", 0.6), ("load", 0.6), ("message", 0.6), ("simple", 0.6), ("installed", 0.6), ("programmers", 0.6), ("minimagick", 0.6), ("advanced", 0.6), ("terms", 0.6), ("builtin", 0.6), ("prompt", 0.6), ("simplicity", 0.6), ("balance", 0.6), ("javascript", 0.6), ("responses", 0.6), ("linear", 0.6), ("programmer", 0.6), ("understanding", 0.6), ("balances", 0.6), ("exposure", 0.6), ("benefits", 0.6), ("certainly", 0.6), ("candidates", 0.6)]
  economics = M.fromList [("economics", 6.2), ("goods", 6.15), ("cost", 1.6), ("price", 1.55), ("economic", 4.5), ("economy", 0.8), ("market", 1.65), ("demand", 1.3), ("money", 2.25), ("production", 2.9), ("policy", 0.7), ("resources", 1.05), ("quantity", 2.5), ("income", 1.65), ("markets", 2.35), ("trade", 1.45), ("rate", 2.05), ("exchange", 1.6), ("taxes", 0.75), ("tax", 1.65), ("capital", 1.2), ("macroeconomics", 1.9), ("terms", 1.85), ("prices", 1.15), ("elasticity", 0.95), ("curve", 1.75), ("unemployment", 0.7), ("costs", 1.7), ("increase", 1.6), ("equilibrium", 1.6), ("government", 1.1), ("econometrics", 1.2), ("growth", 1.2), ("fairtax", 1.45), ("nobel", 1.45), ("austrian", 1.45), ("average", 1.4), ("economists", 1.4), ("definitions", 1.35), ("letter", 1.35), ("competition", 1.35), ("microeconomics", 1.35), ("labour", 1.35), ("prize", 1.3), ("calculate", 1.2), ("risk", 0.8), ("inputs", 1.15), ("product", 1.15), ("monetary", 1.05), ("rates", 0.95), ("countries", 1.1), ("advantage", 1.1), ("cycle", 1.1), ("efficiency", 1.1), ("produce", 1.1), ("financial", 0.75), ("baseball", 1.05), ("returns", 1.05), ("factors", 1.05), ("marginal", 1.05), ("fixed", 1.0), ("effect", 1.0), ("scale", 1.0), ("opportunity", 1.0), ("explains", 0.95), ("spending", 0.95), ("variable", 0.95), ("answers", 0.9), ("question", 0.9), ("macroeconomic", 0.9), ("sense", 0.9), ("ratio", 0.9), ("investment", 0.9), ("demanded", 0.9), ("relationship", 0.9), ("explain", 0.85), ("supplied", 0.85), ("stock", 0.85), ("inflation", 0.75), ("failure", 0.85), ("examines", 0.85), ("economies", 0.85), ("agents", 0.85), ("players", 0.65), ("hypothesis", 0.75), ("workers", 0.75), ("produced", 0.75), ("behavior", 0.75), ("science", 0.75), ("keynesian", 0.75), ("students", 0.7), ("imports", 0.7), ("impact", 0.7), ("reserve", 0.7), ("currency", 0.7), ("employment", 0.7), ("buy", 0.7), ("studies", 0.7), ("consumption", 0.7), ("social", 0.7), ("sales", 0.65), ("stadiums", 0.65), ("winner", 0.65), ("pricing", 0.65), ("pay", 0.65), ("private", 0.65), ("changes", 0.65), ("fiscal", 0.65)]
  health = M.fromList [("blood", 9.35), ("heart", 5.85), ("disease", 4.35), ("brain", 3.5), ("cells", 3.45), ("tissue", 2.65), ("pressure", 2.35), ("muscle", 2.3), ("caused", 2.3), ("skin", 2.2), ("pain", 2.15), ("bone", 2.1), ("person", 1.95), ("eye", 1.9), ("hormone", 1.9), ("substance", 1.75), ("sleep", 1.75), ("nerve", 1.65), ("condition", 1.65), ("abbreviation", 1.6), ("artery", 1.55), ("cancer", 1.5), ("shoes", 1.5), ("cause", 1.45), ("running", 1.45), ("gland", 1.4), ("vessels", 1.35), ("fat", 1.35), ("protein", 1.3), ("treat", 1.3), ("muscles", 1.3), ("flow", 1.25), ("cell", 1.25), ("levels", 1.25), ("arteries", 1.25), ("loss", 1.2), ("prostate", 1.2), ("health", 1.15), ("occurs", 1.15), ("response", 1.15), ("drug", 1.1), ("spinal", 1.1), ("causing", 1.1), ("normal", 1.1), ("symptoms", 1.1), ("stress", 1.1), ("fluid", 1.05), ("treatment", 1.05), ("immune", 1.0), ("thyroid", 1.0), ("joint", 1.0), ("lower", 0.95), ("tissues", 0.95), ("ear", 0.95), ("hair", 0.95), ("shoe", 0.95), ("coronary", 0.95), ("procedure", 0.9), ("disorder", 0.9), ("foot", 0.9), ("stroke", 0.85), ("bones", 0.85), ("therapy", 0.85), ("attack", 0.85), ("activity", 0.85), ("breathing", 0.85), ("food", 0.8), ("growth", 0.8), ("abnormal", 0.75), ("oxygen", 0.75), ("impact", 0.75), ("stomach", 0.75), ("vessel", 0.75), ("sugar", 0.75), ("organs", 0.75), ("infection", 0.75), ("injury", 0.75), ("sex", 0.75), ("inside", 0.7), ("layer", 0.7), ("lipoprotein", 0.7), ("produced", 0.7), ("headache", 0.7), ("spine", 0.7), ("drugs", 0.7), ("prevent", 0.7), ("sound", 0.7), ("substances", 0.65), ("surgery", 0.65), ("lungs", 0.65), ("damage", 0.65), ("weight", 0.65), ("density", 0.65), ("organ", 0.65), ("causes", 0.65), ("syndrome", 0.65), ("medical", 0.65), ("joints", 0.65), ("risk", 0.65), ("disk", 0.6), ("white", 0.6), ("vision", 0.6), ("electrical", 0.6), ("vitamin", 0.6), ("medication", 0.6), ("barefoot", 0.6), ("hearing", 0.6), ("diabetes", 0.6), ("device", 0.6)]
  health_exercise = M.fromList [("exercise", 2.0), ("training", 1.45), ("weight", 1.1), ("ball", 2.9), ("reps", 2.9), ("walk", 1.85), ("jog", 1.05), ("dumbbell", 2.45), ("warmup", 2.45), ("curls", 2.35), ("squats", 0.7), ("barbell", 2.1), ("exercises", 1.5), ("rate", 2.0), ("rest", 2.0), ("walking", 2.0), ("leg", 1.3), ("muscle", 1.85), ("workout", 0.7), ("running", 1.75), ("raises", 1.65), ("seated", 1.65), ("eyes", 1.65), ("heart", 1.65), ("perform", 1.05), ("traineo", 1.55), ("rounds", 1.55), ("muscles", 1.55), ("repetitions", 1.55), ("fitness", 1.15), ("abdominal", 1.4), ("times", 1.4), ("oxygen", 1.3), ("crossfit", 1.3), ("chair", 1.3), ("movement", 1.3), ("lifts", 1.2), ("activity", 1.1), ("floor", 1.15), ("knee", 1.15), ("routine", 1.15), ("fat", 0.75), ("max", 1.05), ("smith", 1.05), ("strength", 1.05), ("hour", 1.05), ("arms", 1.05), ("legs", 1.05), ("yards", 1.05), ("fitday", 0.95), ("deadlifts", 0.95), ("grip", 0.95), ("universal", 0.95), ("standing", 0.95), ("builds", 0.95), ("wall", 0.95), ("toes", 0.95), ("important", 0.95), ("fats", 0.85), ("marathon", 0.85), ("extensions", 0.85), ("overhead", 0.85), ("palms", 0.85), ("gym", 0.85), ("calories", 0.85), ("journal", 0.85), ("feet", 0.85), ("head", 0.85), ("lower", 0.85), ("jogging", 0.85), ("runners", 0.85), ("physical", 0.75), ("loss", 0.75), ("rows", 0.75), ("close", 0.75), ("foot", 0.75), ("squat", 0.75), ("keeping", 0.75), ("sitting", 0.75), ("sit", 0.75), ("improve", 0.75), ("sure", 0.75), ("repeat", 0.7), ("cholesterol", 0.7), ("pace", 0.7), ("members", 0.7), ("diet", 0.7), ("phase", 0.7), ("crossover", 0.7), ("eye", 0.7), ("arm", 0.7), ("forward", 0.7), ("hold", 0.7), ("knees", 0.7), ("hands", 0.7), ("lose", 0.7), ("workouts", 0.7), ("daily", 0.7), ("stretch", 0.7), ("schedule", 0.7), ("progress", 0.7)]
  health_nutrition = M.fromList [("calories", 1.55), ("vitamin", 5.1), ("food", 1.4), ("foods", 2.25), ("blood", 4.6), ("fat", 0.85), ("fats", 0.85), ("nutrition", 0.7), ("cholesterol", 0.75), ("essential", 1.15), ("energy", 2.55), ("disease", 2.5), ("weight", 2.5), ("sugar", 0.7), ("nutrients", 2.35), ("heart", 2.15), ("acid", 2.1), ("cells", 2.1), ("health", 1.3), ("diet", 1.0), ("antioxidant", 2.0), ("supplements", 1.95), ("nutrient", 0.85), ("protein", 1.85), ("antioxidants", 1.85), ("healthiest", 1.65), ("water", 1.6), ("acids", 1.45), ("cancer", 1.6), ("carbohydrates", 1.55), ("radicals", 1.55), ("levels", 1.4), ("cell", 1.4), ("risk", 1.4), ("oil", 1.4), ("daily", 0.75), ("ldl", 1.3), ("protect", 1.3), ("vegetables", 1.3), ("saturated", 1.3), ("glycemic", 1.3), ("serving", 1.25), ("amino", 1.1), ("chemical", 1.2), ("oxygen", 1.25), ("insulin", 1.15), ("contain", 1.15), ("lower", 1.15), ("exercise", 1.15), ("needs", 1.15), ("eating", 1.1), ("healthy", 1.1), ("fiber", 0.85), ("bad", 1.1), ("damage", 1.1), ("diabetes", 1.1), ("nd", 1.1), ("shown", 1.0), ("activity", 1.0), ("needed", 1.0), ("enzymes", 1.0), ("dietary", 1.0), ("fatty", 0.6), ("mineral", 1.0), ("important", 0.9), ("soluble", 0.9), ("muscle", 0.9), ("sodium", 0.9), ("amounts", 0.9), ("beans", 0.9), ("rate", 0.9), ("proteins", 0.9), ("compounds", 0.9), ("carotene", 0.9), ("vitamins", 0.9), ("intake", 0.9), ("mass", 0.85), ("calcium", 0.85), ("increased", 0.85), ("production", 0.85), ("rich", 0.85), ("tea", 0.85), ("eat", 0.85), ("recipes", 0.6), ("reactions", 0.75), ("provide", 0.75), ("seeds", 0.75), ("deficiency", 0.75), ("effect", 0.75), ("maintain", 0.75), ("glucose", 0.7), ("growth", 0.7), ("mcg", 0.7), ("hdl", 0.7), ("label", 0.7), ("building", 0.7), ("mypyramid", 0.7), ("increase", 0.7), ("studies", 0.7), ("plants", 0.7), ("fruits", 0.7), ("radical", 0.7), ("cent", 0.7), ("density", 0.7), ("sugars", 0.7), ("skin", 0.7), ("recipe", 0.7), ("bones", 0.7), ("supplementation", 0.6), ("selenium", 0.6), ("unsaturated", 0.6), ("gram", 0.6), ("carbohydrate", 0.6), ("hormones", 0.6), ("muscles", 0.6), ("normal", 0.6), ("phosphate", 0.6), ("atp", 0.6), ("bone", 0.6), ("detailed", 0.6), ("created", 0.6), ("grains", 0.6), ("prevent", 0.6), ("oxidation", 0.6), ("tube", 0.6), ("trials", 0.6), ("carotenoids", 0.6), ("produce", 0.6), ("halliwell", 0.6), ("minerals", 0.6), ("consume", 0.6), ("dairy", 0.6), ("milk", 0.6)]
  mathematics = M.fromList [("angle", 11.4), ("angles", 1.0), ("terms", 1.0), ("fraction", 1.0), ("denominator", 6.2), ("axis", 5.7), ("coordinate", 5.15), ("triangle", 5.15), ("equation", 4.65), ("circle", 4.15), ("symbol", 3.6), ("inverse", 3.6), ("numerator", 3.6), ("multiplication", 3.6), ("theorem", 3.6), ("zero", 3.1), ("square", 1.0), ("multiplied", 3.1), ("pair", 3.1), ("distance", 3.1), ("segment", 3.1), ("negative", 3.1), ("fractions", 3.1), ("product", 3.1), ("mathematical", 3.1), ("multiple", 2.55), ("factor", 1.0), ("integer", 2.55), ("plane", 2.55), ("equals", 2.55), ("identity", 2.05), ("ordered", 1.0), ("items", 2.05), ("parallel", 2.05), ("positive", 2.05), ("decimal", 2.05), ("evenly", 2.05), ("consists", 2.05), ("algebra", 2.05), ("multiplicative", 2.05), ("additive", 2.05), ("formula", 2.05), ("completeness", 2.05), ("intercept", 1.55), ("polygon", 1.55), ("equivalent", 1.55), ("events", 1.55), ("refers", 1.55), ("intersection", 1.55), ("plot", 1.55), ("obtuse", 1.0), ("counting", 1.55), ("average", 1.55), ("straight", 1.0), ("inside", 1.55), ("larger", 1.55), ("times", 1.0), ("digit", 1.55), ("notation", 1.55), ("original", 1.55), ("coordinates", 1.55), ("shape", 1.55), ("acute", 1.0), ("containing", 1.55), ("measures", 1.55), ("subtraction", 1.55), ("factors", 1.55), ("coefficient", 1.55), ("sign", 1.55), ("variable", 1.55), ("subtrahend", 1.55), ("inscribed", 1.0), ("frequency", 1.0), ("commutative", 1.0), ("symmetry", 1.0), ("associative", 1.0), ("arc", 1.0), ("vertical", 1.0), ("horizontal", 1.0), ("volume", 1.0), ("reciprocal", 1.0), ("hypotenuse", 1.0), ("pythagorean", 1.0), ("exponent", 1.0), ("circumference", 1.0), ("constant", 1.0), ("element", 1.0), ("median", 1.0), ("plotted", 1.0), ("rational", 1.0), ("expresses", 1.0), ("place", 1.0), ("symbols", 1.0), ("endpoints", 1.0), ("measurement", 1.0), ("cube", 1.0), ("twice", 1.0), ("resulting", 1.0), ("squares", 1.0), ("perpendicular", 1.0), ("denominators", 1.0), ("placed", 1.0), ("measured", 1.0), ("assigned", 1.0), ("cartesian", 1.0), ("divide", 1.0), ("quantities", 1.0), ("numerical", 1.0), ("contained", 1.0), ("central", 1.0), ("vertex", 1.0), ("divisor", 1.0), ("dividend", 1.0), ("divisions", 1.0), ("elements", 1.0), ("combination", 1.0), ("operation", 1.0), ("mean", 1.0), ("yzw", 1.0), ("names", 1.0), ("subtracted", 1.0), ("minuend", 1.0), ("relationship", 1.0), ("proof", 1.0), ("deduction", 1.0), ("finite", 1.0), ("logically", 1.0)]
  music = M.fromList [("music", 6.05), ("musical", 7.35), ("composition", 5.0), ("melody", 2.8), ("tone", 0.6), ("musicians", 2.45), ("notation", 2.15), ("sound", 2.15), ("instrument", 2.05), ("composers", 2.05), ("instruments", 2.05), ("pitch", 2.05), ("art", 2.05), ("study", 1.9), ("performers", 1.9), ("beatles", 1.8), ("performed", 1.8), ("movement", 1.65), ("voice", 1.65), ("psychology", 1.65), ("perform", 1.65), ("performer", 1.65), ("jazz", 1.65), ("rock", 1.15), ("sonata", 1.65), ("baroque", 1.65), ("artists", 1.25), ("musicology", 1.5), ("sheet", 1.5), ("scale", 1.4), ("chord", 1.4), ("tones", 1.4), ("rhythm", 1.4), ("harmony", 1.4), ("solo", 1.4), ("cognitive", 1.15), ("voices", 1.25), ("structure", 1.25), ("important", 1.25), ("tempo", 0.6), ("dance", 1.15), ("park", 1.15), ("linkin", 1.15), ("improvisation", 0.6), ("instrumental", 1.15), ("era", 1.15), ("classical", 1.0), ("singing", 1.0), ("symbol", 1.0), ("cognition", 1.0), ("aesthetics", 1.0), ("key", 1.0), ("improvised", 1.0), ("blues", 1.0), ("orchestra", 1.0), ("chords", 1.0), ("composed", 1.0), ("romantic", 1.0), ("opera", 0.6), ("song", 1.0), ("genres", 1.0), ("performing", 1.0), ("beats", 0.9), ("indicating", 0.9), ("skrillex", 0.9), ("mars", 0.9), ("bruno", 0.9), ("rihanna", 0.9), ("indicate", 0.9), ("western", 0.9), ("works", 0.9), ("theme", 0.9), ("emotional", 0.9), ("expressive", 0.9), ("accompaniment", 0.9), ("composer", 0.9), ("associated", 0.9), ("sung", 0.9), ("measure", 0.75), ("phrase", 0.75), ("radio", 0.75), ("band", 0.75), ("neuroscience", 0.75), ("minor", 0.75), ("vocal", 0.75), ("harmonic", 0.75), ("bass", 0.75), ("popular", 0.75), ("genre", 0.75), ("sounds", 0.75), ("notated", 0.75), ("traditions", 0.75), ("cultures", 0.75), ("elements", 0.75), ("guitar", 0.75), ("movements", 0.6), ("entire", 0.6), ("triple", 0.6), ("unison", 0.6), ("soloist", 0.6), ("aldean", 0.6), ("cope", 0.6), ("citizen", 0.6), ("braxton", 0.6), ("tamar", 0.6), ("minaj", 0.6), ("nicki", 0.6), ("eminem", 0.6), ("branch", 0.6), ("modes", 0.6), ("pitches", 0.6), ("staff", 0.6), ("singers", 0.6), ("indicates", 0.6), ("playing", 0.6), ("idea", 0.6), ("beat", 0.6), ("beethoven", 0.6), ("processes", 0.6), ("evolution", 0.6), ("styles", 0.6), ("stringed", 0.6), ("melodies", 0.6), ("dramatic", 0.6), ("texture", 0.6), ("young", 0.6)]
  news = M.fromList [("iran", 4.4), ("united", 2.65), ("story", 2.2), ("iraq", 2.05), ("chomsky", 1.8), ("oscar", 1.6), ("fark", 1.35), ("anchor", 1.3), ("slashdot", 1.3), ("reporter", 1.25), ("israel", 1.25), ("newscast", 1.1), ("times", 1.1), ("kdawson", 1.1), ("cnn", 1.0), ("writes", 1.0), ("attack", 0.95), ("bush", 0.9), ("korea", 0.9), ("nuclear", 0.9), ("linux", 0.9), ("oil", 0.8), ("reason", 0.8), ("policy", 0.6), ("war", 0.8), ("issue", 0.8), ("guy", 0.75), ("agenda", 0.75), ("population", 0.75), ("tv", 0.75), ("recorded", 0.65), ("sound", 0.65), ("aka", 0.65), ("reasons", 0.65), ("east", 0.65), ("foreign", 0.6), ("stories", 0.6), ("today", 0.6), ("oscars", 0.6), ("iranian", 0.6), ("military", 0.6), ("bbc", 0.6), ("security", 0.6), ("running", 0.6), ("open", 0.6), ("microsoft", 0.6)]
  news_economy = M.fromList [("debt", 7.65), ("poverty", 5.45), ("poor", 3.6), ("economic", 3.6), ("economy", 2.7), ("growth", 2.5), ("rate", 2.5), ("spending", 2.4), ("consumer", 2.4), ("rates", 2.15), ("government", 2.15), ("financial", 2.15), ("summers", 1.85), ("income", 1.85), ("fed", 1.75), ("average", 1.75), ("americans", 1.6), ("prices", 1.6), ("food", 1.4), ("market", 1.4), ("severely", 1.4), ("trillion", 1.4), ("assets", 1.3), ("marijuana", 1.3), ("mortgages", 1.3), ("house", 0.65), ("credit", 1.3), ("loans", 1.3), ("price", 1.2), ("percent", 1.2), ("study", 1.2), ("money", 1.2), ("federal", 0.65), ("job", 1.05), ("according", 1.05), ("debts", 1.05), ("housing", 1.05), ("michigan", 0.95), ("banks", 0.95), ("higher", 0.95), ("deep", 0.95), ("severe", 0.95), ("sell", 0.95), ("argument", 0.95), ("mortgage", 0.95), ("growing", 0.95), ("india", 0.95), ("personal", 0.95), ("mcdonald", 0.85), ("investment", 0.85), ("package", 0.85), ("inequality", 0.85), ("cash", 0.85), ("treece", 0.85), ("capital", 0.85), ("likely", 0.85), ("social", 0.85), ("reason", 0.85), ("rise", 0.85), ("meeting", 0.85), ("spend", 0.85), ("pay", 0.85), ("lower", 0.85), ("countries", 0.85), ("nation", 0.85), ("population", 0.85), ("economies", 0.85), ("billion", 0.85), ("japan", 0.85), ("largely", 0.85), ("usa", 0.85), ("gdp", 0.85), ("country", 0.85), ("chamber", 0.75), ("investors", 0.75), ("risk", 0.75), ("detroit", 0.75), ("yellen", 0.75), ("families", 0.75), ("health", 0.75), ("buy", 0.75), ("shares", 0.75), ("security", 0.75), ("come", 0.75), ("political", 0.75), ("chinese", 0.75), ("consumers", 0.75), ("larger", 0.75), ("levels", 0.75), ("increase", 0.75), ("china", 0.75), ("krugman", 0.65), ("equity", 0.65), ("paul", 0.65), ("party", 0.65), ("tea", 0.65), ("lending", 0.65), ("funds", 0.65), ("dudley", 0.65), ("bank", 0.65), ("asset", 0.65), ("sant", 0.65), ("sherman", 0.65), ("jobs", 0.65), ("individuals", 0.65), ("policy", 0.65), ("potential", 0.65), ("friedman", 0.65), ("worse", 0.65), ("payments", 0.65), ("canada", 0.65), ("fall", 0.65), ("paying", 0.65), ("recent", 0.65), ("negative", 0.65), ("bankruptcy", 0.65), ("hard", 0.65), ("isn", 0.65), ("increasing", 0.65), ("costs", 0.65), ("taking", 0.65)]
  news_politics = M.fromList [("government", 4.95), ("iran", 4.4), ("political", 3.05), ("iraq", 2.3), ("party", 2.1), ("united", 2.0), ("war", 1.9), ("election", 1.85), ("vote", 1.6), ("mdash", 1.45), ("told", 1.45), ("administration", 1.35), ("voting", 1.25), ("lebanon", 1.25), ("israel", 1.15), ("president", 1.05), ("country", 1.15), ("tax", 1.15), ("hezbollah", 1.15), ("sunni", 1.1), ("saudi", 1.05), ("bush", 1.05), ("libertarian", 1.05), ("house", 0.7), ("economic", 1.0), ("candidate", 1.0), ("nasrallah", 1.0), ("shiite", 0.95), ("military", 0.95), ("candidates", 0.95), ("policy", 0.9), ("official", 0.85), ("attack", 0.85), ("majority", 0.85), ("members", 0.75), ("east", 0.75), ("money", 0.75), ("saudis", 0.75), ("taxes", 0.75), ("putin", 0.7), ("syria", 0.7), ("issue", 0.7), ("votes", 0.7), ("libertarians", 0.7), ("yeltsin", 0.7), ("region", 0.7), ("countries", 0.7), ("white", 0.7), ("freedom", 0.7), ("parties", 0.65), ("politkovskaya", 0.6), ("senior", 0.6), ("cheney", 0.6)]
  news_war = M.fromList [("iran", 7.85), ("war", 1.45), ("iraq", 4.1), ("united", 3.45), ("weapons", 3.05), ("attack", 2.6), ("nuclear", 2.45), ("military", 2.4), ("bomb", 2.15), ("bush", 1.85), ("israel", 1.65), ("hiroshima", 1.6), ("government", 1.55), ("photograph", 1.25), ("fight", 1.25), ("iranian", 1.25), ("obama", 1.05), ("hypocenter", 1.05), ("forces", 1.0), ("president", 1.0), ("east", 1.0), ("policy", 1.0), ("russian", 0.95), ("house", 0.95), ("administration", 0.95), ("ukraine", 0.9), ("meters", 0.9), ("army", 0.9), ("terrorism", 0.9), ("china", 0.9), ("countries", 0.9), ("white", 0.85), ("pentagon", 0.85), ("oil", 0.8), ("chomsky", 0.8), ("modernity", 0.75), ("nagasaki", 0.75), ("shiite", 0.75), ("operations", 0.75), ("country", 0.75), ("region", 0.75), ("reason", 0.75), ("heat", 0.7), ("death", 0.7), ("sunni", 0.7), ("uss", 0.7), ("generals", 0.7), ("global", 0.7), ("burns", 0.65), ("enemy", 0.65), ("russia", 0.65), ("europe", 0.65), ("taken", 0.65), ("korea", 0.65), ("foreign", 0.65), ("building", 0.6), ("muslims", 0.6), ("attacks", 0.6), ("agenda", 0.6), ("threat", 0.6), ("population", 0.6)]
  news_weather = M.fromList [("air", 7.65), ("weather", 5.0), ("pressure", 5.25), ("wind", 0.6), ("temperature", 4.45), ("water", 4.45), ("surface", 4.2), ("cloud", 3.2), ("atmosphere", 3.2), ("snow", 0.85), ("earth", 2.95), ("clouds", 2.85), ("winds", 2.8), ("ice", 2.7), ("rain", 2.1), ("precipitation", 0.65), ("cold", 2.05), ("forecast", 0.8), ("atmospheric", 1.7), ("layer", 1.65), ("airport", 1.6), ("noaa", 1.55), ("storm", 0.6), ("ground", 1.5), ("sea", 1.5), ("conditions", 1.5), ("tropical", 1.45), ("vapor", 1.45), ("winter", 0.7), ("temperatures", 1.4), ("visibility", 1.4), ("hour", 1.4), ("warm", 1.35), ("region", 1.35), ("light", 1.35), ("fog", 1.3), ("occurs", 1.25), ("severe", 1.25), ("freezing", 1.25), ("near", 1.25), ("thunderstorm", 1.2), ("degrees", 1.2), ("associated", 1.2), ("flow", 1.15), ("hemisphere", 1.15), ("mass", 1.15), ("observation", 1.1), ("reported", 1.1), ("liquid", 1.05), ("wave", 1.05), ("vertical", 1.05), ("sky", 1.05), ("horizontal", 1.0), ("thunderstorms", 1.05), ("northern", 1.0), ("radar", 1.0), ("dry", 1.0), ("feet", 1.0), ("heat", 0.95), ("lower", 0.9), ("knots", 0.9), ("particles", 0.85), ("united", 0.85), ("cyclone", 0.85), ("speed", 0.85), ("altitude", 0.85), ("summer", 0.85), ("relatively", 0.85), ("motion", 0.8), ("droplets", 0.8), ("heavy", 0.8), ("forecasts", 0.8), ("radiation", 0.8), ("crystals", 0.8), ("metar", 0.75), ("areas", 0.75), ("cumulus", 0.75), ("moves", 0.75), ("ocean", 0.65), ("atlantic", 0.75), ("greater", 0.75), ("parcel", 0.7), ("measure", 0.7), ("located", 0.7), ("occur", 0.7), ("land", 0.7), ("higher", 0.7), ("pacific", 0.7), ("circulation", 0.65), ("solid", 0.65), ("upper", 0.65), ("scale", 0.65), ("humidity", 0.65), ("canada", 0.65), ("polar", 0.65), ("location", 0.65), ("phenomena", 0.65), ("rotation", 0.65), ("tornado", 0.65), ("considered", 0.65), ("southern", 0.6), ("east", 0.6), ("degree", 0.6)]
  physics = M.fromList [("energy", 9.1), ("physics", 1.3), ("force", 6.95), ("motion", 6.2), ("temperature", 5.15), ("wave", 4.75), ("unit", 0.75), ("light", 4.45), ("mass", 4.1), ("waves", 4.05), ("heat", 3.2), ("matter", 3.2), ("quantum", 3.05), ("particles", 3.0), ("nucleus", 2.65), ("mechanics", 2.55), ("atom", 2.4), ("frequency", 2.25), ("electrons", 2.2), ("charge", 2.2), ("electric", 2.1), ("forces", 2.1), ("given", 2.05), ("constant", 2.0), ("medium", 2.0), ("distance", 1.95), ("potential", 1.95), ("quantity", 1.9), ("particle", 1.9), ("liquid", 1.8), ("electron", 1.8), ("magnetic", 1.8), ("surface", 1.75), ("scale", 1.75), ("substance", 1.75), ("proportional", 1.7), ("velocity", 1.7), ("sound", 0.65), ("molecules", 1.6), ("volume", 1.5), ("gas", 1.4), ("water", 1.4), ("phase", 1.4), ("speed", 1.4), ("atoms", 1.35), ("acceleration", 1.3), ("materials", 1.3), ("earth", 1.3), ("physical", 1.3), ("displacement", 1.2), ("ratio", 1.2), ("electrical", 0.7), ("atomic", 0.65), ("air", 1.2), ("newton", 1.2), ("directly", 1.2), ("nuclear", 0.75), ("rate", 1.15), ("stress", 1.1), ("pressure", 1.1), ("weight", 1.1), ("zero", 1.1), ("gravity", 1.1), ("uniform", 1.1), ("radiation", 1.1), ("measure", 1.1), ("fundamental", 1.1), ("nature", 1.1), ("si", 1.05), ("material", 1.0), ("vapor", 1.0), ("effect", 1.05), ("phenomena", 1.05), ("fixed", 0.95), ("equivalent", 0.95), ("increase", 0.95), ("momentum", 0.95), ("maximum", 0.95), ("shape", 0.95), ("ray", 0.95), ("fields", 0.95), ("charges", 0.95), ("solid", 0.95), ("moving", 0.95), ("rest", 0.95), ("theories", 0.95), ("defined", 0.95), ("study", 0.95), ("reaction", 0.9), ("electromagnetic", 0.9), ("taken", 0.9), ("principle", 0.9), ("relativity", 0.9), ("universe", 0.9), ("density", 0.85), ("region", 0.85), ("acting", 0.85), ("produced", 0.85), ("flow", 0.85), ("changes", 0.85), ("relative", 0.85), ("bodies", 0.85), ("science", 0.8), ("sec", 0.75), ("acts", 0.75), ("kg", 0.75), ("circular", 0.75), ("product", 0.75), ("neutrons", 0.75), ("protons", 0.75), ("emitted", 0.75), ("nuclei", 0.75), ("molecular", 0.75), ("properties", 0.75), ("units", 0.75), ("normal", 0.75), ("concerned", 0.75), ("original", 0.75), ("deg", 0.7), ("negative", 0.7), ("mean", 0.7), ("intervals", 0.7), ("element", 0.7), ("gravitational", 0.7), ("square", 0.7), ("expansion", 0.7), ("decay", 0.7), ("vector", 0.7), ("reflected", 0.7), ("lower", 0.7), ("remains", 0.7), ("external", 0.7), ("attraction", 0.7), ("interactions", 0.7), ("gravitation", 0.7), ("equilibrium", 0.65), ("boundary", 0.65), ("positive", 0.65), ("orbital", 0.65), ("masses", 0.65), ("traveled", 0.65), ("planet", 0.65), ("kinetic", 0.65), ("spectrum", 0.65), ("needed", 0.65), ("higher", 0.65), ("straight", 0.65), ("produce", 0.65), ("classical", 0.65), ("theoretical", 0.65), ("areas", 0.65), ("philosophy", 0.65)]
  religion = M.fromList [("jesus", 6.3), ("religious", 1.0), ("god", 0.8), ("christian", 5.6), ("prothero", 4.3), ("church", 2.3), ("islam", 3.8), ("christianity", 3.75), ("religion", 3.2), ("catholic", 3.15), ("belief", 3.0), ("judaism", 3.0), ("christ", 2.85), ("testament", 2.75), ("buddhism", 2.7), ("churches", 1.5), ("movement", 2.7), ("jewish", 2.55), ("christians", 2.35), ("tradition", 2.3), ("orthodox", 2.15), ("bible", 2.15), ("roman", 2.0), ("religions", 2.0), ("ce", 1.85), ("jews", 1.8), ("muslims", 1.8), ("traditions", 1.6), ("protestant", 1.55), ("muhammad", 1.55), ("united", 1.55), ("sacred", 1.5), ("faith", 1.5), ("holy", 0.95), ("books", 1.35), ("hebrew", 1.35), ("refers", 1.3), ("members", 1.3), ("finke", 1.25), ("eastern", 1.25), ("worship", 1.2), ("community", 1.2), ("melton", 1.2), ("hinduism", 1.15), ("hindu", 1.15), ("muslim", 1.15), ("teachings", 1.1), ("doctrine", 1.1), ("buddha", 1.1), ("old", 1.1), ("death", 1.05), ("founded", 1.05), ("denominations", 1.05), ("divine", 1.0), ("stark", 0.95), ("beliefs", 0.95), ("spiritual", 0.95), ("buddhist", 0.95), ("bce", 0.95), ("islamic", 0.95), ("referring", 0.95), ("family", 0.7), ("greek", 0.95), ("mary", 0.95), ("america", 0.95), ("leader", 0.95), ("authority", 0.9), ("important", 0.9), ("non", 0.9), ("hinnells", 0.9), ("considered", 0.9), ("meaning", 0.9), ("gods", 0.85), ("salvation", 0.85), ("social", 0.85), ("spirit", 0.85), ("koran", 0.85), ("prophet", 0.85), ("jerusalem", 0.85), ("believed", 0.85), ("ers", 0.85), ("practices", 0.8), ("catholicism", 0.8), ("modern", 0.8), ("congregation", 0.8), ("associated", 0.8), ("mecca", 0.75), ("theology", 0.75), ("anglican", 0.75), ("includes", 0.75), ("heaven", 0.75), ("teaching", 0.7), ("society", 0.7), ("clergy", 0.7), ("protestantism", 0.7), ("interpretation", 0.7), ("comes", 0.7), ("founder", 0.7), ("refer", 0.65), ("suffering", 0.65), ("israel", 0.65), ("nature", 0.65), ("disciples", 0.65), ("sin", 0.65), ("ancient", 0.6), ("confucianism", 0.6), ("established", 0.6), ("texts", 0.6), ("individuals", 0.6), ("various", 0.6), ("england", 0.6), ("india", 0.6), ("earth", 0.6), ("son", 0.6), ("antichrist", 0.6), ("believers", 0.6)]
  religion_buddhism = M.fromList [("buddhism", 8.95), ("buddha", 8.9), ("buddhist", 6.1), ("mahayana", 3.65), ("meditation", 0.8), ("zen", 2.25), ("tibetan", 1.9), ("sanskrit", 1.7), ("sutra", 1.55), ("enlightenment", 1.55), ("suffering", 1.55), ("pali", 1.45), ("noble", 1.45), ("tradition", 1.45), ("pa", 1.3), ("dharma", 1.3), ("india", 1.3), ("da", 1.25), ("japanese", 1.25), ("teachings", 1.25), ("chinese", 1.2), ("mental", 1.2), ("theravada", 1.15), ("teaching", 1.15), ("monk", 1.15), ("sa", 1.15), ("nature", 1.15), ("schools", 1.1), ("ricard", 1.1), ("scriptures", 1.05), ("monks", 1.05), ("texts", 1.0), ("sense", 1.0), ("refers", 0.95), ("important", 0.95), ("land", 0.95), ("pure", 0.95), ("indian", 0.95), ("spiritual", 0.95), ("buddhists", 0.95), ("religion", 0.95), ("lama", 0.95), ("master", 0.9), ("self", 0.9), ("japan", 0.85), ("mantra", 0.85), ("dalai", 0.85), ("dhamma", 0.8), ("mah", 0.8), ("vinaya", 0.8), ("meaning", 0.8), ("eightfold", 0.8), ("existence", 0.8), ("therav", 0.8), ("la", 0.8), ("philosophy", 0.8), ("sutras", 0.75), ("ra", 0.75), ("teacher", 0.75), ("concentration", 0.75), ("china", 0.75), ("asia", 0.75), ("attained", 0.75), ("death", 0.7), ("rebirth", 0.7), ("mani", 0.7), ("bodhisattva", 0.7), ("rules", 0.7), ("according", 0.65), ("tibet", 0.65), ("doctrine", 0.65), ("skt", 0.65), ("various", 0.65), ("mindfulness", 0.65), ("compassion", 0.65), ("precepts", 0.6), ("lotus", 0.6), ("wheel", 0.6), ("truths", 0.6)]
  religion_christianity = M.fromList [("jesus", 16.55), ("god", 15.15), ("church", 1.55), ("christian", 9.05), ("christ", 6.1), ("bible", 6.1), ("christians", 5.05), ("testament", 3.7), ("holy", 1.3), ("christianity", 2.9), ("protestant", 2.9), ("belief", 2.9), ("roman", 2.65), ("meaning", 2.65), ("catholic", 2.4), ("orthodox", 2.4), ("place", 2.35), ("doctrine", 2.35), ("churches", 2.35), ("eucharist", 2.1), ("mary", 2.1), ("spirit", 2.1), ("eastern", 1.85), ("sins", 1.85), ("events", 1.85), ("discover", 1.85), ("important", 1.85), ("scripture", 1.85), ("biblical", 1.85), ("love", 1.85), ("greek", 1.85), ("disciples", 1.6), ("sin", 1.55), ("special", 1.6), ("believers", 1.6), ("bethlehem", 1.6), ("old", 1.6), ("faith", 1.55), ("pope", 1.3), ("jews", 1.3), ("given", 1.3), ("prayer", 1.3), ("apostles", 1.3), ("hebrew", 1.3), ("forgiveness", 1.3), ("times", 1.3), ("rome", 1.3), ("birth", 1.3), ("reformation", 1.3), ("heaven", 0.8), ("today", 1.3), ("ancient", 1.3), ("baptism", 1.3), ("salvation", 1.3), ("books", 1.3), ("spiritual", 1.3), ("denomination", 1.3), ("theology", 1.3), ("death", 1.3), ("led", 1.3), ("crusades", 1.3), ("lives", 1.05), ("baby", 1.05), ("communion", 1.05), ("supper", 1.05), ("moon", 1.05), ("started", 1.05), ("bread", 1.05), ("judgment", 1.05), ("heresy", 1.05), ("branch", 1.05), ("cross", 1.05), ("worship", 1.05), ("leader", 1.05), ("calvinism", 1.05), ("gave", 1.05), ("ers", 1.05), ("religious", 1.05), ("jewish", 1.05), ("louis", 1.05), ("vatican", 0.8), ("virgin", 0.8), ("denominations", 0.8), ("creed", 0.8), ("wine", 0.8), ("baptised", 0.8), ("moses", 0.8), ("festival", 0.8), ("bishop", 0.8), ("blessed", 0.8), ("england", 0.8), ("spoken", 0.8), ("teachings", 0.75), ("lived", 0.8), ("priest", 0.8), ("trinity", 0.8), ("abraham", 0.8), ("son", 0.8), ("sanhedrin", 0.8), ("act", 0.75), ("christmas", 0.8), ("earth", 0.75), ("seat", 0.8), ("nazareth", 0.8), ("spent", 0.8), ("revelation", 0.8), ("lord", 0.8), ("gnosticism", 0.8), ("turned", 0.8), ("crucifixion", 0.8), ("israel", 0.8), ("role", 0.8), ("calvin", 0.8), ("beliefs", 0.8), ("kept", 0.8), ("genesis", 0.8), ("gift", 0.8), ("arminianism", 0.8), ("covenant", 0.8), ("ark", 0.8), ("apostle", 0.8), ("apocrypha", 0.8), ("age", 0.8), ("remember", 0.8), ("catholics", 0.8), ("social", 0.75), ("centuries", 0.8), ("kingdom", 0.8), ("palestine", 0.8), ("muslim", 0.8)]
  religion_hinduism = M.fromList [("hindu", 7.3), ("yoga", 1.6), ("god", 1.6), ("shiva", 3.65), ("knowledge", 3.5), ("vedas", 3.05), ("vedic", 2.95), ("veda", 2.75), ("love", 2.65), ("stotram", 2.6), ("vishnu", 2.6), ("upanishad", 2.5), ("brahma", 2.5), ("brahman", 2.4), ("spiritual", 2.3), ("gita", 2.3), ("krishna", 2.2), ("upanishads", 2.1), ("self", 1.5), ("sri", 2.1), ("ramayana", 1.9), ("india", 1.8), ("mahabharata", 1.8), ("rama", 1.6), ("philosophy", 1.6), ("religion", 1.5), ("worship", 1.5), ("stories", 1.5), ("swami", 1.5), ("vedanta", 1.5), ("hinduism", 1.5), ("deity", 1.4), ("sacred", 0.85), ("lord", 1.25), ("karma", 1.25), ("ramakrishna", 1.25), ("brahmana", 1.15), ("episodes", 1.15), ("hindus", 1.15), ("durga", 1.15), ("ashtakam", 1.05), ("meditation", 1.05), ("place", 1.05), ("gods", 0.85), ("consciousness", 1.05), ("nature", 1.05), ("stage", 1.05), ("kali", 1.05), ("bhakti", 1.05), ("dharma", 1.05), ("men", 0.95), ("reality", 0.95), ("scriptures", 0.95), ("sanskrit", 0.95), ("happiness", 0.95), ("material", 0.95), ("society", 0.95), ("goddess", 0.75), ("ultimate", 0.95), ("death", 0.95), ("universe", 0.95), ("siva", 0.95), ("guru", 0.85), ("refers", 0.85), ("goddesses", 0.85), ("stotra", 0.85), ("rig", 0.85), ("maha", 0.85), ("bhagavad", 0.85), ("master", 0.85), ("perfect", 0.85), ("eternal", 0.85), ("atman", 0.85), ("matter", 0.85), ("taught", 0.85), ("tirukkural", 0.85), ("lakshmi", 0.75), ("sutra", 0.75), ("festival", 0.75), ("philosophical", 0.75), ("divine", 0.75), ("hatha", 0.75), ("liberation", 0.75), ("science", 0.75), ("cycle", 0.75), ("bliss", 0.75), ("story", 0.75), ("chandogya", 0.75), ("existence", 0.75), ("universal", 0.75), ("raja", 0.75), ("jnana", 0.75), ("versus", 0.75), ("composed", 0.65), ("texts", 0.65), ("valmiki", 0.65), ("indian", 0.65), ("concept", 0.65), ("holy", 0.65), ("regarded", 0.65), ("ganges", 0.65), ("pure", 0.65), ("ignorance", 0.65), ("teachings", 0.65), ("sheath", 0.65), ("complete", 0.65), ("paths", 0.65), ("disciple", 0.65), ("discipline", 0.65)]
  religion_islam = M.fromList [("muhammad", 12.5), ("islam", 10.65), ("god", 9.5), ("qur", 9.4), ("allah", 7.7), ("muslim", 7.15), ("muslims", 5.9), ("islamic", 5.9), ("prophet", 2.5), ("mecca", 4.35), ("prayer", 3.35), ("imam", 3.2), ("ali", 3.05), ("shi", 2.65), ("sunnah", 0.7), ("religion", 2.35), ("holy", 0.95), ("salat", 1.8), ("worship", 1.8), ("hadith", 1.5), ("arabic", 1.8), ("prayers", 1.65), ("ka", 1.5), ("obligatory", 1.5), ("place", 1.5), ("ite", 1.5), ("koran", 1.4), ("abraham", 1.4), ("hajj", 0.95), ("religious", 1.35), ("peace", 1.4), ("abu", 1.4), ("faith", 1.4), ("community", 1.25), ("medina", 1.25), ("pillars", 1.25), ("revealed", 1.25), ("sunni", 1.25), ("ramadan", 1.1), ("imams", 1.1), ("act", 1.1), ("hasan", 1.1), ("musa", 1.1), ("deeds", 1.1), ("refers", 1.1), ("revelation", 1.1), ("final", 1.1), ("political", 1.1), ("christians", 1.1), ("war", 1.1), ("fasting", 0.95), ("charity", 0.95), ("ritual", 0.95), ("talib", 0.95), ("recitation", 0.95), ("scholars", 0.95), ("ibrahim", 0.95), ("killed", 0.95), ("face", 0.95), ("death", 0.95), ("jews", 0.95), ("fast", 0.8), ("ba", 0.8), ("pilgrimage", 0.8), ("eid", 0.8), ("testament", 0.8), ("mentioned", 0.8), ("salaam", 0.8), ("abi", 0.8), ("recorded", 0.8), ("sayings", 0.8), ("divine", 0.8), ("concept", 0.8), ("shahadah", 0.8), ("meaning", 0.8), ("palestinian", 0.8), ("saying", 0.8), ("sunnis", 0.8), ("surah", 0.7), ("performed", 0.7), ("mosque", 0.7), ("ah", 0.7), ("ihram", 0.7), ("spiritual", 0.65), ("fitr", 0.7), ("old", 0.7), ("hijrah", 0.7), ("son", 0.7), ("daily", 0.7), ("especially", 0.7), ("collections", 0.7), ("ninth", 0.7), ("mu", 0.7), ("verse", 0.7), ("jesus", 0.7), ("revelations", 0.7), ("considered", 0.7), ("message", 0.7), ("mankind", 0.7), ("action", 0.7), ("anic", 0.7), ("prophets", 0.7), ("sources", 0.7), ("surrender", 0.7), ("jihad", 0.7), ("gaza", 0.7)]
  religion_judaism = M.fromList [("jewish", 21.0), ("judaism", 8.2), ("jews", 8.1), ("hebrew", 6.65), ("torah", 6.6), ("lit", 5.7), ("israel", 4.25), ("yiddish", 3.05), ("god", 2.5), ("prayer", 0.75), ("passover", 2.15), ("shabbat", 1.95), ("temple", 1.85), ("uh", 1.85), ("hah", 1.8), ("commandment", 1.8), ("yom", 1.8), ("orthodox", 1.8), ("talmud", 1.8), ("religious", 1.75), ("liturgy", 1.7), ("commandments", 0.75), ("synagogue", 1.55), ("person", 1.45), ("sukkot", 1.4), ("ritual", 1.4), ("jew", 1.4), ("referred", 1.4), ("kippur", 1.4), ("nature", 1.35), ("pesach", 1.35), ("rabbi", 1.3), ("rosh", 1.25), ("commonly", 1.25), ("jacob", 1.25), ("prayers", 1.25), ("blessings", 1.2), ("sin", 1.2), ("shah", 0.8), ("ruh", 1.15), ("meaning", 1.15), ("non", 1.15), ("mishnah", 1.1), ("movement", 1.1), ("prophets", 1.1), ("marriage", 0.8), ("spiritual", 1.05), ("moses", 1.05), ("hashanah", 1.0), ("ashkenazic", 1.0), ("offering", 1.0), ("movements", 1.0), ("rabbis", 1.0), ("sephardic", 1.0), ("son", 1.0), ("sins", 0.95), ("purim", 0.9), ("death", 0.9), ("ah", 0.75), ("mourning", 0.8), ("readings", 0.9), ("sacrifice", 0.9), ("practices", 0.9), ("antiquities", 0.9), ("kosher", 0.8), ("ra", 0.85), ("bible", 0.85), ("occurring", 0.85), ("times", 0.85), ("special", 0.85), ("nuh", 0.8), ("wife", 0.8), ("ceremony", 0.8), ("tribe", 0.8), ("chanukkah", 0.8), ("mitzvah", 0.8), ("tradition", 0.8), ("dead", 0.75), ("circumcision", 0.75), ("house", 0.75), ("vuh", 0.75), ("alphabet", 0.75), ("tribes", 0.75), ("greatest", 0.75), ("men", 0.75), ("kashrut", 0.75), ("portion", 0.75), ("toh", 0.7), ("mitzvot", 0.7), ("weekly", 0.7), ("mah", 0.7), ("age", 0.7), ("chasidic", 0.7), ("woman", 0.7), ("eaten", 0.7), ("jerusalem", 0.7), ("ben", 0.7), ("testament", 0.7), ("kuh", 0.65), ("sabbath", 0.65), ("lashon", 0.65), ("khah", 0.65), ("refers", 0.65), ("story", 0.65), ("reading", 0.65), ("husband", 0.65), ("kabbalah", 0.65), ("sex", 0.6), ("destruction", 0.6), ("luh", 0.6), ("male", 0.6), ("beit", 0.6), ("baht", 0.6), ("ancestor", 0.6), ("scrolls", 0.6), ("refer", 0.6), ("bar", 0.6), ("child", 0.6), ("observe", 0.6), ("abraham", 0.6), ("modern", 0.6)]
  sports = M.fromList [("ball", 1.55), ("racing", 7.8), ("sports", 1.75), ("boxing", 4.55), ("players", 0.65), ("football", 1.75), ("team", 5.55), ("oed", 5.3), ("sport", 1.3), ("contest", 3.9), ("score", 3.75), ("cites", 3.65), ("person", 3.6), ("hockey", 1.1), ("player", 3.45), ("dates", 3.2), ("tennis", 0.85), ("figurative", 2.85), ("boxer", 2.85), ("win", 2.3), ("ahdi", 2.2), ("opponent", 2.2), ("basketball", 1.2), ("rugby", 1.3), ("competition", 2.1), ("goal", 1.85), ("count", 1.75), ("punch", 1.65), ("playing", 1.65), ("wrestling", 1.65), ("final", 1.55), ("handball", 1.55), ("throw", 1.55), ("baseball", 1.55), ("match", 1.55), ("olympic", 1.55), ("referee", 1.4), ("fight", 1.4), ("league", 0.85), ("opponents", 1.4), ("polo", 0.75), ("awarded", 1.3), ("hit", 1.3), ("compete", 1.3), ("pitch", 1.3), ("athletes", 1.3), ("non", 1.3), ("exercise", 1.3), ("rules", 1.3), ("ringside", 1.2), ("coach", 1.2), ("running", 1.2), ("track", 1.2), ("winning", 1.2), ("meaning", 1.2), ("physical", 1.2), ("phrase", 1.1), ("skill", 1.1), ("medal", 1.1), ("court", 1.1), ("golf", 1.1), ("horse", 0.85), ("pool", 1.1), ("fighting", 1.1), ("cricket", 0.65), ("attempt", 1.1), ("events", 1.1), ("blow", 1.0), ("knockout", 1.0), ("refers", 0.95), ("gym", 1.0), ("skiing", 1.0), ("indoor", 1.0), ("ice", 0.75), ("freestyle", 1.0), ("defeat", 1.0), ("amateur", 1.0), ("sporting", 1.0), ("punches", 0.85), ("sense", 0.85), ("gloves", 0.85), ("hard", 0.85), ("prize", 0.85), ("tournament", 0.85), ("spend", 0.85), ("athlete", 0.85), ("spectators", 0.85), ("victory", 0.85), ("close", 0.85), ("swimming", 0.85), ("drunk", 0.75), ("quarterback", 0.75), ("knocked", 0.75), ("strategy", 0.75), ("stadium", 0.75), ("fitness", 0.75), ("tie", 0.75), ("late", 0.75), ("skating", 0.75), ("competitor", 0.75), ("athletics", 0.75), ("arena", 0.75), ("underwater", 0.75), ("shooting", 0.75), ("billiards", 0.75), ("kick", 0.75), ("cycling", 0.75), ("bowling", 0.75), ("umpire", 0.75), ("jumping", 0.75), ("fans", 0.75), ("jump", 0.75), ("throwing", 0.75), ("losing", 0.75), ("activity", 0.75), ("ring", 0.65), ("nose", 0.65), ("especially", 0.65), ("cite", 0.65), ("rolling", 0.65), ("act", 0.65), ("action", 0.65), ("whistle", 0.65), ("offside", 0.65), ("teams", 0.65), ("half", 0.65), ("ran", 0.65), ("draw", 0.65), ("happy", 0.65), ("trophy", 0.65), ("carry", 0.65), ("beat", 0.65), ("trains", 0.65), ("target", 0.65), ("scored", 0.65), ("soccer", 0.65), ("penalty", 0.65), ("shot", 0.65), ("unicycle", 0.65), ("beach", 0.65), ("archery", 0.65), ("squash", 0.65), ("race", 0.65), ("won", 0.65), ("leisure", 0.65), ("spectator", 0.65)]
  
  onegrams = [("chemistry", chemistry), ("computers", computers), ("computers_ai", computers_ai), ("computers_ai_datamining", computers_ai_datamining), ("computers_ai_learning", computers_ai_learning), ("computers_ai_nlp", computers_ai_nlp), ("computers_ai_search", computers_ai_search), ("computers_ai_textmining", computers_ai_textmining), ("computers_microsoft", computers_microsoft), ("computers_programming", computers_programming), ("computers_programming_c++", computers_programming_cpp), ("computers_programming_java", computers_programming_java), ("computers_programming_lisp", computers_programming_lisp), ("computers_programming_ruby", computers_programming_ruby), ("economics", economics), ("health", health), ("health_exercise", health_exercise), ("health_nutrition", health_nutrition), ("mathematics", mathematics), ("music", music), ("news", news), ("news_economy", news_economy), ("news_politics", news_politics), ("news_war", news_war), ("news_weather", news_weather), ("physics", physics), ("religion", religion), ("religion_buddhism", religion_buddhism), ("religion_christianity", religion_christianity), ("religion_hinduism", religion_hinduism), ("religion_islam", religion_islam), ("religion_judaism", religion_judaism), ("sports", sports)]
  