Word Frequencies & Dispersions

Alex Reinhart

Statistics & Data Science 36-468/668

David Brown

Dept. of English

Fall 2025

Basic corpus manipulation

A word on corpus metadata

  • Most text corpora come with metadata:
    • Text types or categories
    • Titles
    • Authors
    • Grades
  • Using the metadata is often crucial for analyses

Metadata in MICUSP

doc_id paper_title paper_discipline student_level discipline_cat level_cat student_gender speaker_status speaker_l1 paper_type paper_features
BIO.G0.01.1 The Ecology and Epidemiology of Plague Biology Final Year Undergraduate BIO G0 F NS NA Report Literature review section, Reference to sources
BIO.G0.02.1 Host-Parasite Interactions: On the Presumed Sympatric Speciation of Vidua Biology Final Year Undergraduate BIO G0 M NS NA Report Tables, graphs or figures, Reference to sources
BIO.G0.02.2 Sensory Drive and Speciation Biology Final Year Undergraduate BIO G0 M NS NA Report Reference to sources
BIO.G0.02.3 Plant Pollination Systems: Evolutionary Trends in Generalization and Specialization Biology Final Year Undergraduate BIO G0 M NS NA Report Reference to sources
BIO.G0.02.4 Chromosomal Rearrangements, Recombination Suppression, and Speciation: A Review of Rieseberg 2001 Biology Final Year Undergraduate BIO G0 M NS NA Report Reference to sources
BIO.G0.02.5 On the Origins of Man: Understanding the Last Two Million Years Biology Final Year Undergraduate BIO G0 M NS NA Report Definitions, Discussion of results section, Tables, graphs or figures, Reference to sources
BIO.G0.02.6 Genetic Analysis of Drosophila Melanogaster Mutants: To Determine Inheritance and Linkage Patterns Biology Final Year Undergraduate BIO G0 M NS NA ResearchPaper Abstract, Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
BIO.G0.03.1 Lab 3: Plant Competition Biology Final Year Undergraduate BIO G0 F NS NA ResearchPaper Discussion of results section, Tables, graphs or figures, Reference to sources
BIO.G0.03.2 The Effects of Motor Oil on Aquatic Insect Predation Biology Final Year Undergraduate BIO G0 F NS NA ResearchPaper Abstract, Methodology section, Discussion of results section, Reference to sources
BIO.G0.03.3 Comparison of Hypothesis Testing in a High vs. Low-impact Journal Biology Final Year Undergraduate BIO G0 F NS NA ResearchPaper Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
BIO.G0.04.1 Fetal Endocrine System Biology Final Year Undergraduate BIO G0 F NS NA Report Abstract, Reference to sources
BIO.G0.04.2 Drosophila Lab Report Biology Final Year Undergraduate BIO G0 F NS NA ResearchPaper Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
BIO.G0.04.3 Conjugation Lab Report Biology Final Year Undergraduate BIO G0 F NS NA ResearchPaper Discussion of results section, Tables, graphs or figures
BIO.G0.05.1 Mn (III) TPPS4: A Metallophorphryin Used for Tumor Identification in MRI Biology Final Year Undergraduate BIO G0 F NS NA Report Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
BIO.G0.06.1 Global Reproductive Strategies of Tursiops and Stenella (Family Delphinidae) Biology Final Year Undergraduate BIO G0 F NS NA Report Tables, graphs or figures, Literature review section, Reference to sources
BIO.G0.07.1 Complementation Between Histidine-Requiring Mutants of Saccharomyces Cerevisiae Biology Final Year Undergraduate BIO G0 F NS NA Report Tables, graphs or figures, Methodology section, Problem-solution pattern, Discussion of results section, Reference to sources
BIO.G0.07.2 Plasmid Transfer, Genetic Stability and Nisin Resistance in Lactococci Biology Final Year Undergraduate BIO G0 F NS NA ResearchPaper Abstract, Tables, graphs or figures, Methodology section, Discussion of results section, Literature review section, Reference to sources
BIO.G0.07.3 Genetic Analysis of a Mutant Strain of Drosophila Melanogaster Biology Final Year Undergraduate BIO G0 F NS NA ResearchPaper Abstract, Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
BIO.G0.08.1 Analysis of a Mutant Strain of Drosophila Biology Final Year Undergraduate BIO G0 F NS NA ResearchPaper Abstract, Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
BIO.G0.09.1 Nest Selection In Weaver Birds Biology Final Year Undergraduate BIO G0 M NS NA Report Problem-solution pattern, Tables, graphs or figures, Reference to sources
BIO.G0.10.1 Bacterial Conjugation and Gene Mapping in E. Coli Biology Final Year Undergraduate BIO G0 F NS NA ResearchPaper Abstract, Tables, graphs or figures, Methodology section, Definitions, Discussion of results section
BIO.G0.10.2 Drosophila Melanogaster Genetic Analysis Experiment Biology Final Year Undergraduate BIO G0 F NS NA ResearchPaper Abstract, Methodology section, Discussion of results section, Tables, graphs or figures
BIO.G0.11.1 Exploring the Molecular Responses of Arabidopsis in Hypobaric Environments: Biology Final Year Undergraduate BIO G0 M NS NA Proposal Abstract, Discussion of results section, Reference to sources
BIO.G0.11.2 Mapping of Genes in a Mutant Strain of Drosophila Melanogaster Biology Final Year Undergraduate BIO G0 M NS NA ResearchPaper Abstract, Tables, graphs or figures, Methodology section, Definitions, Discussion of results section
BIO.G0.11.3 Fungal Eye Infections Due to ReNu MoistureLoc Biology Final Year Undergraduate BIO G0 M NS NA Report Reference to sources
BIO.G0.12.1 The Effect of Initial Carbon Dioxide Concentration on the Rate of Photosynthesis in the Aquatic Plant Elodea Biology Final Year Undergraduate BIO G0 F NS NA ResearchPaper Problem-solution pattern, Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
BIO.G0.12.2 Lab Report 2: Plant Biodiversity Biology Final Year Undergraduate BIO G0 F NS NA Report Definitions, Discussion of results section, Reference to sources
BIO.G0.13.1 Malaria Disease and Transmission Biology Final Year Undergraduate BIO G0 F NS NA Report Definitions, Reference to sources
BIO.G0.14.1 Mapping of Unknown Mutations in Drosophila Melanogaster Biology Final Year Undergraduate BIO G0 F NS NA ResearchPaper Abstract, Methodology section, Discussion of results section, Tables, graphs or figures
BIO.G0.15.1 Invading the Territory of Invasives: The Dangers of Biotic Disturbance Biology Final Year Undergraduate BIO G0 M NNS Chinese Essay Reference to sources
BIO.G0.16.1 Role of Leptin in Cardiovascular Disease Biology Final Year Undergraduate BIO G0 M NS NA Report Definitions, Tables, graphs or figures, Reference to sources
BIO.G0.17.1 Effects of Protein Deficiency on Organ Size in Mus Musculus Biology Final Year Undergraduate BIO G0 M NS NA ResearchPaper Abstract, Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
BIO.G0.18.1 Mammal Diversification Biology Final Year Undergraduate BIO G0 M NS NA Report Abstract, Discussion of results section, Tables, graphs or figures, Reference to sources
BIO.G0.19.1 Malaria Disease and Transmission Biology Final Year Undergraduate BIO G0 F NS NA Report NA
BIO.G0.20.1 A Case for a US International Anti-Malaria Program Biology Final Year Undergraduate BIO G0 M NS NA Report Definitions, Reference to sources
BIO.G0.21.1 Prevalence of Haemosporidians in Birds of Northern Michigan Biology Final Year Undergraduate BIO G0 F NS NA ResearchPaper Abstract, Tables, graphs or figures, Methodology section, Discussion of results section, Literature review section, Reference to sources
BIO.G0.22.1 Trunk Forking in Acer Saccharum: a Phototropic Response to Forest Canopy Gaps Biology Final Year Undergraduate BIO G0 M NS NA ResearchPaper Abstract, Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
BIO.G0.23.1 Drosophila Melanogaster lab report Biology Final Year Undergraduate BIO G0 M NS NA ResearchPaper Abstract, Methodology section, Discussion of results section, Tables, graphs or figures
BIO.G0.24.1 Varying Infectivity of Diplostomum Flexicaudum in Fish Species of Douglas Lake Biology Final Year Undergraduate BIO G0 F NS NA Report Abstract, Discussion of results section, Methodology section, Definitions, Problem-solution pattern, Reference to sources
BIO.G0.25.1 Malaria in the Twenty-first Century Biology Final Year Undergraduate BIO G0 F NS NA Report Definitions, Reference to sources
BIO.G0.26.1 Case Analysis for Jean Redhorse Osceola Biology Final Year Undergraduate BIO G0 F NS NA Report Problem-solution pattern, Discussion of results section, Reference to sources
BIO.G0.27.1 Small Mammal Response to Post-fire Forest Succession in Northern Lower Michigan Biology Final Year Undergraduate BIO G0 F NS NA ResearchPaper Abstract, Tables, graphs or figures, Methodology section, Discussion of results section, Literature review section, Reference to sources
BIO.G0.28.1 Niche Partitioning in Bats Biology Final Year Undergraduate BIO G0 F NS NA ResearchPaper Abstract, Tables, graphs or figures, Methodology section, Discussion of results section, Literature review section, Reference to sources
BIO.G0.29.1 Sexual Selection and Male Sacrifice: From Darwin until Now Biology Final Year Undergraduate BIO G0 F NS NA Report Reference to sources
BIO.G0.30.1 Assessing selection hypotheses for the CCR5-delta32 mutation in Europeans Biology Final Year Undergraduate BIO G0 M NS NA Report Discussion of results section, Reference to sources
BIO.G0.31.1 Neurobiology Disease Explanation to a Parent Biology Final Year Undergraduate BIO G0 M NS NA ResponsePaper Reference to sources
BIO.G0.32.1 Mangrove Deforestation Biology Final Year Undergraduate BIO G0 M NS NA Report Reference to sources
BIO.G1.01.1 V. Cholerae: First Steps towards a Spatially Explicit Model Biology First Year Graduate BIO G1 M NNS Spanish Proposal Abstract, Methodology section, Reference to sources
BIO.G1.02.1 Biological Significance of Modular Structures in Protein Networks Biology First Year Graduate BIO G1 M NNS Chinese ResearchPaper Tables, graphs or figures, Methodology section, Discussion of results section, Literature review section, Reference to sources
BIO.G1.03.1 Dispersal: a Review and Synthesis Biology First Year Graduate BIO G1 F NS NA Report Discussion of results section, Reference to sources
BIO.G1.04.1 The Evolution of Terrestriality: A Look at the Factors that Drove Tetrapods to Move Onto Land Biology First Year Graduate BIO G1 M NS NA Essay Tables, graphs or figures, Literature review section, Reference to sources
BIO.G1.05.1 Inferring Swimming Mode from Skeletal Proportions in Fossil Pinnipedimorphs Biology First Year Graduate BIO G1 M NS NA ResearchPaper Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
BIO.G1.06.1 Temp effects on nitrogen mineralization Biology First Year Graduate BIO G1 F NS NA Report Discussion of results section, Reference to sources
BIO.G1.07.1 Zebrafish and PGC mis-migration Biology First Year Graduate BIO G1 M NNS Chinese Proposal NA
BIO.G1.08.1 Boc, sonic hedgehog and commissural axons Biology First Year Graduate BIO G1 F NNS Chinese Report NA
BIO.G1.08.2 Drosophila neuroblasts Biology First Year Graduate BIO G1 F NNS Chinese ResponsePaper NA
BIO.G2.01.1 Relationships and Biogeography of Antillean Cichlids Biology Second Year Graduate BIO G2 M NS NA ResearchPaper Abstract, Methodology section, Discussion of results section, Literature review section, Reference to sources
BIO.G2.02.1 Modularity and the Evolution of Complex Systems Biology Second Year Graduate BIO G2 F NS NA Report Reference to sources
BIO.G2.03.1 Cholera Seasonality, Rainfall, and Fadeouts: a Geostatistical Approach Biology Second Year Graduate BIO G2 M NNS Spanish ResearchPaper Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
BIO.G2.04.1 Polyphyly of the Old World Vultures and Phylogenetic Placement of Gypohierax Angolensis (Aves: Accipitridae) Inferred from Mitochondrial DNA Biology Second Year Graduate BIO G2 F NS NA ResearchPaper Methodology section, Discussion of results section, Literature review section, Reference to sources
BIO.G2.05.1 Application of Microarray Analysis in Drosophila Biology Second Year Graduate BIO G2 M NNS Chinese Report Literature review section, Reference to sources
BIO.G2.05.2 Assignment: Subcellular Protein Localization Biology Second Year Graduate BIO G2 M NNS Chinese Report Definitions, Methodology section, Tables, graphs or figures, Discussion of results section
BIO.G2.06.1 A Conserved Role of Cas-Spg System in Endoderm Specification during Early Vertebrate Development Biology Second Year Graduate BIO G2 F NNS Chinese Proposal Methodology section, Problem-solution pattern, Discussion of results section, Reference to sources
BIO.G2.07.1 Biofuels and Biodiversity Biology Second Year Graduate BIO G2 M NS NA Report Definitions, Problem-solution pattern, Reference to sources
BIO.G3.01.1 Do Programming-Oriented Environments Provide Favorable Growing Conditions for Hypotheses? Biology Third Year Graduate BIO G3 M NS NA ResearchPaper Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
BIO.G3.02.1 Linking scales to understand diversity Biology Third Year Graduate BIO G3 F NS NA Proposal Definitions, Literature review section, Reference to sources
BIO.G3.03.1 Intracellular Electric Field Sensing using Nano-sized Voltmeters Biology Third Year Graduate BIO G3 F NS NA Essay NA
CEE.G0.01.1 Mix Proportioning and Fresh Concrete Properties Civil and Environmental Engineering Final Year Undergraduate CEE G0 M NS NA Report Methodology section, Discussion of results section, Tables, graphs or figures
CEE.G0.01.2 Self-Compacting Concrete and Fresh Concrete Properties Civil and Environmental Engineering Final Year Undergraduate CEE G0 M NS NA ResearchPaper Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
CEE.G0.01.3 Gradation Analysis and Permeability Tests Civil and Environmental Engineering Final Year Undergraduate CEE G0 M NS NA ResearchPaper Methodology section, Tables, graphs or figures, Discussion of results section
CEE.G0.02.1 Assessment of Candidate Michigan Aggregate Civil and Environmental Engineering Final Year Undergraduate CEE G0 M NS NA Report Methodology section, Discussion of results section, Tables, graphs or figures
CEE.G0.03.1 Glacier Way Dam Site Soils Evaluation Civil and Environmental Engineering Final Year Undergraduate CEE G0 M NS NA ResearchPaper Discussion of results section, Methodology section, Problem-solution pattern
CEE.G0.04.1 Gradation Analyses and Permeability Tests for Glacier Way dam project Civil and Environmental Engineering Final Year Undergraduate CEE G0 M NS NA ResearchPaper Methodology section, Discussion of results section, Tables, graphs or figures
CEE.G0.05.1 Relative density testing for foundation soil of punch presses Civil and Environmental Engineering Final Year Undergraduate CEE G0 F NS NA ResearchPaper Methodology section, Discussion of results section, Tables, graphs or figures
CEE.G0.05.2 Design development for the Wight-Green Building Civil and Environmental Engineering Final Year Undergraduate CEE G0 F NS NA Report NA
CEE.G0.05.3 Schematic design of the Wight-Green Building Civil and Environmental Engineering Final Year Undergraduate CEE G0 F NS NA Report NA
CEE.G0.06.1 Characteristics of Concrete Aggregates Civil and Environmental Engineering Final Year Undergraduate CEE G0 F NS NA ResearchPaper Methodology section, Discussion of results section, Tables, graphs or figures
CEE.G1.01.1 Oral Bioavailability Evaluation of Soil-Borne Chemicals Using In Vitro Bioavailability Tests Civil and Environmental Engineering First Year Graduate CEE G1 M NS NA Report Abstract, Tables, graphs or figures, Literature review section, Reference to sources
CEE.G1.02.1 Necking and Localization in Plane Stress / Strain Civil and Environmental Engineering First Year Graduate CEE G1 M NNS Spanish ResearchPaper Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
CEE.G1.02.2 Self-Centering Seismic Resistant Systems Civil and Environmental Engineering First Year Graduate CEE G1 M NNS Spanish Report Tables, graphs or figures, Reference to sources
CEE.G1.02.3 Seismic Retrofit for Reinforced Concrete Structures: Analysis / Design Techniques Civil and Environmental Engineering First Year Graduate CEE G1 M NNS Spanish Report Abstract, Discussion of results section, Reference to sources
CEE.G1.03.1 Dundee Wastewater Treatment Plant: a Brief Examination Civil and Environmental Engineering First Year Graduate CEE G1 F NS NA Report Discussion of results section, Tables, graphs or figures, Reference to sources
CEE.G1.04.1 Use of Reinforced Concrete Shear Walls in Steel Framed Buildings Civil and Environmental Engineering First Year Graduate CEE G1 M NS NA Report Methodology section, Tables, graphs or figures, Reference to sources
CEE.G1.05.1 Analysis and Design of Composite Steel-Concrete Columns Civil and Environmental Engineering First Year Graduate CEE G1 M NS NA Report Definitions, Abstract, Tables, graphs or figures, Reference to sources
CEE.G1.06.1 Worker Ergonomic Analysis Civil and Environmental Engineering First Year Graduate CEE G1 M NS NA Report Tables, graphs or figures
CEE.G1.07.1 Reinforced Concrete Design Term Project Civil and Environmental Engineering First Year Graduate CEE G1 M NS NA Report Abstract, Literature review section, Tables, graphs or figures, Problem-solution pattern, Reference to sources
CEE.G1.07.2 The State of Finite Element Modeling of Fiber Reinforced Cement Composites Civil and Environmental Engineering First Year Graduate CEE G1 M NS NA Report Abstract, Reference to sources
CEE.G1.08.1 Electrification of road transportation using ground level power supply Civil and Environmental Engineering First Year Graduate CEE G1 M NNS Malayalam Critique Abstract, Tables, graphs or figures, Problem-solution pattern, Methodology section, Definitions, Discussion of results section
CEE.G1.09.1 Durability of Reinforced Concrete Civil and Environmental Engineering First Year Graduate CEE G1 M NS NA Report NA
CEE.G1.10.1 Seismic Design For Tunnels and Underground Infrastructure Civil and Environmental Engineering First Year Graduate CEE G1 M NS NA Report Abstract, Tables, graphs or figures, Reference to sources
CEE.G1.10.2 Soil Improvement: Designing with Tensar Geogrids Civil and Environmental Engineering First Year Graduate CEE G1 M NS NA Report Abstract, Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
CEE.G2.01.1 Sustainability of the Internal Combustion Engine Civil and Environmental Engineering Second Year Graduate CEE G2 M NS NA Report Abstract, Tables, graphs or figures, Reference to sources
CEE.G3.01.1 A Study on an Interaction of Copper-Binding Compounds Between Methanotrophs Civil and Environmental Engineering Third Year Graduate CEE G3 M NNS Korean ResearchPaper Methodology section, Discussion of results section, Reference to sources
CEE.G3.02.1 Project: Computation of Deformation Civil and Environmental Engineering Third Year Graduate CEE G3 M NNS Mandarin ResearchPaper Tables, graphs or figures
CEE.G3.03.1 Contaminant Transport in Constructed Wetlands for Urban Stormwater Management Civil and Environmental Engineering Third Year Graduate CEE G3 F NS NA ResearchPaper Definitions, Abstract, Tables, graphs or figures, Reference to sources
CEE.G3.04.1 Managing CAFOs: Regulatory and Grassroots Control Civil and Environmental Engineering Third Year Graduate CEE G3 M NS NA Report Reference to sources
CEE.G3.04.2 International Law and Environmental Policy Civil and Environmental Engineering Third Year Graduate CEE G3 M NS NA Report Definitions, Literature review section, Reference to sources
CEE.G3.04.3 Dish-Washing as a Multi-Actor Prisoner's Dilemma Civil and Environmental Engineering Third Year Graduate CEE G3 M NS NA Essay Tables, graphs or figures
CLS.G0.01.1 Comparison of Persian and Assyrian Kings Classical Studies Final Year Undergraduate CLS G0 F NS NA Report Reference to sources
CLS.G0.02.1 Augustine Anatomized Classical Studies Final Year Undergraduate CLS G0 F NS NA Essay Reference to sources
CLS.G0.03.1 Regarding the Public Image of the Emperor Augustus Classical Studies Final Year Undergraduate CLS G0 M NS NA Report NA
CLS.G0.04.1 Circe's portrayal as a witch in the Odyssey Classical Studies Final Year Undergraduate CLS G0 F NS NA ResponsePaper NA
CLS.G0.04.2 Analysis of the Oresteia Classical Studies Final Year Undergraduate CLS G0 F NS NA Essay Reference to sources
CLS.G0.05.1 The Importance of Germanicus to the Roman Empire Classical Studies Final Year Undergraduate CLS G0 F NS NA Report NA
CLS.G0.06.1 Analysis of the Parthenon Frieze Classical Studies Final Year Undergraduate CLS G0 F NS NA Essay NA
CLS.G1.01.1 Plato and Hellenistic Poetics: A Study of Narratological Framing Classical Studies First Year Graduate CLS G1 M NS NA Essay Reference to sources
CLS.G1.02.1 Academic Ambitions: Cicero, the Persona of the Philosopher, and Roman Elite Status Classical Studies First Year Graduate CLS G1 M NS NA Report Reference to sources
CLS.G1.03.1 The Role of Roman manus Marriage in the Institution of Classical Free Marriage Classical Studies First Year Graduate CLS G1 F NS NA Report Reference to sources
CLS.G1.04.1 The Bellum Hispaniense as a Face of Battle Narrative Classical Studies First Year Graduate CLS G1 M NS NA Essay Reference to sources
CLS.G2.01.1 The Nightmare of Arcady Classical Studies Second Year Graduate CLS G2 M NS NA Essay Reference to sources
CLS.G2.02.1 Platonic Thought in Book I of Livy's Ab Urbe Condita Classical Studies Second Year Graduate CLS G2 M NS NA Essay Reference to sources
CLS.G3.01.1 Corpse Demons in Ancient Greek Magic Classical Studies Third Year Graduate CLS G3 F NS NA Essay Tables, graphs or figures, Reference to sources
ECO.G0.01.1 Article Review: My Anti-Stump Speech Economics Final Year Undergraduate ECO G0 M NNS Mandarin Report Tables, graphs or figures
ECO.G0.02.1 Analysis of the Microsoft Case Economics Final Year Undergraduate ECO G0 F NS NA Report NA
ECO.G0.02.2 The Lysine Cartel and Collusion Theory Economics Final Year Undergraduate ECO G0 F NS NA Report Abstract, Reference to sources
ECO.G0.03.1 Economics of the Illicit-Drug Market Economics Final Year Undergraduate ECO G0 M NS NA Essay Reference to sources
ECO.G0.04.1 FTC Approves Rocket Joint Venture Economics Final Year Undergraduate ECO G0 M NNS Russian Report Reference to sources
ECO.G0.04.2 Killing Labor with Kindness: The Road to Hell is Paved with Good Intentions Economics Final Year Undergraduate ECO G0 M NNS Russian Critique Reference to sources
ECO.G0.06.1 Family Size and Educational Attainment in Costa Rica Economics Final Year Undergraduate ECO G0 F NS NA ResearchPaper Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
ECO.G0.07.1 U.S. Health Insurance Economics Final Year Undergraduate ECO G0 F NS NA Report Reference to sources
ECO.G0.08.1 Transportation Costs and the Non-Agricultural Sector in 19th Century Brazil Economics Final Year Undergraduate ECO G0 M NS NA ResearchPaper Literature review section, Discussion of results section, Tables, graphs or figures, Reference to sources
ECO.G1.01.1 Pooled Signals: The Effect of Competitive Admissions Processes on College Choice Economics First Year Graduate ECO G1 M NS NA ResearchPaper Abstract, Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
ECO.G1.02.1 Correlation between Straits Times Industrial Index (STI) with Other Key Financial Stock Indexes Economics First Year Graduate ECO G1 F NS NA ResearchPaper Abstract, Methodology section, Tables, graphs or figures, Discussion of results section, Reference to sources
ECO.G1.02.2 Malaysia and 1997 Asian Financial Crisis Economics First Year Graduate ECO G1 F NS NA Report Reference to sources
ECO.G1.03.1 What Drives the Relationship between Education and Fertility? Economics First Year Graduate ECO G1 F NNS Chinese ResearchPaper Abstract, Tables, graphs or figures, Discussion of results section, Methodology section, Problem-solution pattern, Literature review section, Reference to sources
ECO.G2.01.1 Capital Flows and the Role of Institutions Economics Second Year Graduate ECO G2 F NNS German, Mandarin ResearchPaper Literature review section, Discussion of results section, Tables, graphs or figures, Reference to sources
ECO.G2.02.1 Evasion Technologies and Optimal Audits Economics Second Year Graduate ECO G2 M NS NA Report Definitions, Tables, graphs or figures, Methodology section, Literature review section, Reference to sources
ECO.G2.03.1 Debt and Labor Supply Economics Second Year Graduate ECO G2 M NS NA Report Reference to sources
ECO.G2.04.1 Asymmetric Stock Price Response to Firms' Earnings Announcements Economics Second Year Graduate ECO G2 M NNS Korean ResearchPaper Abstract, Tables, graphs or figures, Methodology section, Definitions, Discussion of results section, Literature review section, Reference to sources
ECO.G2.05.1 Outsourcing Clerical Jobs, an Exploratory Analysis Economics Second Year Graduate ECO G2 F NS NA ResearchPaper Problem-solution pattern, Tables, graphs or figures, Reference to sources
ECO.G2.06.1 Optimal wage contracting with tax avoidance Economics Second Year Graduate ECO G2 M NNS Russian Proposal NA
ECO.G2.07.1 Shotgun marriages in the US Economics Second Year Graduate ECO G2 F NS NA Proposal NA
ECO.G2.07.2 Myth and Reality of Flat Tax Reform in Russia Economics Second Year Graduate ECO G2 F NS NA ResponsePaper NA
ECO.G2.07.3 Decentralization and water pollution Economics Second Year Graduate ECO G2 F NS NA Critique NA
ECO.G2.08.1 Referee Report for a Job Market Paper in International Finance Economics Second Year Graduate ECO G2 M NNS Turkish ResearchPaper NA
ECO.G3.01.1 A Model of the Discrepancy between Corporate Income Tax Report and Output Announcements Economics Third Year Graduate ECO G3 F NNS Korean ResearchPaper Abstract, Tables, graphs or figures, Discussion of results section, Methodology section, Problem-solution pattern, Reference to sources
ECO.G3.02.1 On the Covariance Structure of Changes in Consumption in the Health and Retirement Economics Third Year Graduate ECO G3 M NS NA ResearchPaper Abstract, Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
EDU.G0.01.1 Learning In Economics Education Final Year Undergraduate EDU G0 M NS NA Report NA
EDU.G0.02.1 Lesson plan evaluation Education Final Year Undergraduate EDU G0 F NS NA ResponsePaper NA
EDU.G0.03.1 School Study: Abbott Middle School Education Final Year Undergraduate EDU G0 F NS NA Report Reference to sources
EDU.G0.04.1 Observations from interview with math student Education Final Year Undergraduate EDU G0 F NS NA ResponsePaper Discussion of results section, Reference to sources
EDU.G0.05.1 5th Grade Science Lesson Education Final Year Undergraduate EDU G0 F NS NA Report NA
EDU.G0.06.1 Analysis of student discussions (5th grade) Education Final Year Undergraduate EDU G0 F NS NA Report NA
EDU.G0.06.2 Learning and Professional Growth Education Final Year Undergraduate EDU G0 F NS NA ResponsePaper NA
EDU.G0.06.3 Lesson plan: Pepper, Spoons, and Static Electricity Education Final Year Undergraduate EDU G0 F NS NA Proposal Problem-solution pattern, Tables, graphs or figures
EDU.G0.07.1 Personal Reflection of a Learning Difficulty Education Final Year Undergraduate EDU G0 F NS NA Report NA
EDU.G0.08.1 Jim Colbert Final Paper Education Final Year Undergraduate EDU G0 F NS NA Essay NA
EDU.G0.09.1 Classroom study: Abbott Middle School Education Final Year Undergraduate EDU G0 F NS NA Report Reference to sources
EDU.G0.10.1 Analysis of 7 UP video Education Final Year Undergraduate EDU G0 F NS NA Report NA
EDU.G0.11.1 Student development report: Willow Run High School Education Final Year Undergraduate EDU G0 F NS NA Report NA
EDU.G0.12.1 Abbott Middle School Analysis Education Final Year Undergraduate EDU G0 M NS NA Report NA
EDU.G0.13.1 Teaching in the Field Reflection Education Final Year Undergraduate EDU G0 F NS NA Report Tables, graphs or figures
EDU.G0.14.1 Math methods final reflection Education Final Year Undergraduate EDU G0 F NS NA ResponsePaper NA
EDU.G0.15.1 Classroom study: Latin Education Final Year Undergraduate EDU G0 F NNS Russian Report Reference to sources
EDU.G0.16.1 Lesson reflection (class on cloud types) Education Final Year Undergraduate EDU G0 F NS NA ResponsePaper NA
EDU.G0.17.1 Reflection on teaching experience from perspective of Educational Psychology Education Final Year Undergraduate EDU G0 F NS NA Report Definitions
EDU.G0.19.1 Strategies for Learning Grammar and Vocabulary Education Final Year Undergraduate EDU G0 F NS NA Critique Reference to sources
EDU.G0.20.1 1st grade teaching report Education Final Year Undergraduate EDU G0 M NS NA ResponsePaper NA
EDU.G1.01.1 Perspective on Textual Production, Student Collaboration, and Social Networking Sites Education First Year Graduate EDU G1 M NS NA Proposal Methodology section, Problem-solution pattern, Literature review section, Reference to sources
EDU.G1.03.1 Access to graduate education among women of color Education First Year Graduate EDU G1 F NS NA ResearchPaper Tables, graphs or figures, Discussion of results section, Definitions, Problem-solution pattern, Literature review section, Reference to sources
EDU.G1.04.1 Engaging Commuters in the Teaching and Learning Environment Education First Year Graduate EDU G1 F NS NA Report Literature review section, Reference to sources
EDU.G1.05.1 International Student Adjustment Education First Year Graduate EDU G1 F NNS Korean ResearchPaper Methodology section, Discussion of results section, Literature review section, Reference to sources
EDU.G1.06.1 Lesson Adaptation Paper for Special Needs Student Education First Year Graduate EDU G1 F NS NA Report NA
EDU.G1.07.1 Proficiency, Differentiation, and Universal Education Education First Year Graduate EDU G1 M NS NA Critique Reference to sources
EDU.G1.08.1 Higher education benefits Education First Year Graduate EDU G1 F NS NA Report Reference to sources
EDU.G1.09.1 A Critique of the Spellings Report Education First Year Graduate EDU G1 F NS NA Critique Problem-solution pattern, Reference to sources
EDU.G1.10.1 Separatism, Americanization, and Catholic Schools Education First Year Graduate EDU G1 M NS NA Report Reference to sources
EDU.G1.11.1 Rethinking Academic Writing About Sexualized Violence Education First Year Graduate EDU G1 F NS NA Proposal Discussion of results section, Methodology section, Problem-solution pattern, Literature review section, Reference to sources
EDU.G1.12.1 Professional Development for Child Care Providers Education First Year Graduate EDU G1 F NS NA Report Methodology section, Discussion of results section, Literature review section, Reference to sources
EDU.G2.01.1 The Economics of Philippine Education Education Second Year Graduate EDU G2 M NNS Chinese, Tagalog Report Tables, graphs or figures, Reference to sources
EDU.G2.01.2 Language, Literacy, and Policy Education Second Year Graduate EDU G2 M NNS Chinese, Tagalog Report Problem-solution pattern, Tables, graphs or figures, Reference to sources
EDU.G2.02.1 Student Informed Reform Education Second Year Graduate EDU G2 F NS NA Essay Reference to sources
EDU.G2.03.1 Diversifying Communities of Practice in Higher Education Education Second Year Graduate EDU G2 F NS NA Essay Reference to sources
EDU.G2.04.1 Beyond Cognitive Skills to Enactment in Sociocultural Contexts Education Second Year Graduate EDU G2 F NS NA Critique Reference to sources
EDU.G3.01.1 Schools and the development of national identity in young children: A justification for comparison Education Third Year Graduate EDU G3 F NS NA Proposal Definitions, Tables, graphs or figures, Reference to sources
EDU.G3.03.1 The History of American Education: Two Viewpoints Education Third Year Graduate EDU G3 F NS NA Report Reference to sources
EDU.G3.03.2 The Intentions of the Progressive Reformers: Good or Bad? Education Third Year Graduate EDU G3 F NS NA Report Reference to sources
EDU.G3.03.3 American Education: A Force for Democracy and Integration? Education Third Year Graduate EDU G3 F NS NA Essay Reference to sources
EDU.G3.03.4 The Unintended Consequences of Reform Education Third Year Graduate EDU G3 F NS NA Report NA
EDU.G3.03.5 Immigration and Americanization: Then and Now Education Third Year Graduate EDU G3 F NS NA Report NA
EDU.G3.03.6 Curriculum Changes in the Progressive Era and Great Depression Education Third Year Graduate EDU G3 F NS NA Report Reference to sources
EDU.G3.03.7 A Turbulent Decade in the Lives of Three American Families Education Third Year Graduate EDU G3 F NS NA Report Reference to sources
EDU.G3.04.1 Growing Trend of Part-time Faculty at Community Colleges Education Third Year Graduate EDU G3 F NS NA Report Definitions, Tables, graphs or figures, Literature review section, Reference to sources
ENG.G0.01.1 Woolf's Women English Final Year Undergraduate ENG G0 F NS NA Report Reference to sources
ENG.G0.01.2 Douglas's Declaration English Final Year Undergraduate ENG G0 F NS NA Report Reference to sources
ENG.G0.02.1 The Vicar of Wakefield as a Failed Morality Story English Final Year Undergraduate ENG G0 F NS NA Essay Reference to sources
ENG.G0.03.1 HIV-AIDS Funding English Final Year Undergraduate ENG G0 F NS NA Essay Reference to sources
ENG.G0.03.2 William Faulkner's As I Lay Dying English Final Year Undergraduate ENG G0 F NS NA Essay Reference to sources
ENG.G0.04.1 The Absolute Necessity of College Level Writing Courses English Final Year Undergraduate ENG G0 F NS NA Essay Definitions, Reference to sources
ENG.G0.05.1 People or Property? English Final Year Undergraduate ENG G0 F NS NA Essay Reference to sources
ENG.G0.06.1 My Life Is Not a Movie Starring Michelle Pfeiffer or Hilary Swank English Final Year Undergraduate ENG G0 F NS NA CreativeWriting NA
ENG.G0.06.2 A (Solitary) Place For Fantasy in Reality English Final Year Undergraduate ENG G0 F NS NA Essay Reference to sources
ENG.G0.06.3 Human-Animal Nature in H.G. Wells and Edgar Allen Poe English Final Year Undergraduate ENG G0 F NS NA Essay Reference to sources
ENG.G0.07.1 Effects of digital age on children's literature English Final Year Undergraduate ENG G0 F NS NA Essay Reference to sources
ENG.G0.09.2 Historical Places, Violent Spaces: English Final Year Undergraduate ENG G0 F NS NA Essay Reference to sources
ENG.G0.10.1 Close Reading Paper: The Tempest (4.1.146-163) English Final Year Undergraduate ENG G0 M NS NA Report NA
ENG.G0.11.1 Bloom & Martha: Are You Not Happy in Your Home? English Final Year Undergraduate ENG G0 F NS NA Essay NA
ENG.G0.12.1 Women in Beowulf English Final Year Undergraduate ENG G0 F NS NA Essay Reference to sources
ENG.G0.13.1 The Love Covenant English Final Year Undergraduate ENG G0 F NS NA Essay NA
ENG.G0.13.2 Abraham Drafted to Team Galatians English Final Year Undergraduate ENG G0 F NS NA Report NA
ENG.G0.14.1 James Joyce: A Portrait of the Artist as a Young Man English Final Year Undergraduate ENG G0 F NS NA Essay NA
ENG.G0.15.1 Anna Karenina English Final Year Undergraduate ENG G0 M NS NA Essay Reference to sources
ENG.G0.16.1 Humans and Animals in the Book of Genesis English Final Year Undergraduate ENG G0 M NS NA Report Definitions, Reference to sources
ENG.G0.17.1 The Grey Zone of Shame English Final Year Undergraduate ENG G0 M NS NA Essay Reference to sources
ENG.G0.17.2 Survival in Auschwitz: Irony, Reality, and Power English Final Year Undergraduate ENG G0 M NS NA Report Reference to sources
ENG.G0.18.1 Individuality and Isolation in Moll Flanders English Final Year Undergraduate ENG G0 F NNS Mandarin Chinese Essay Reference to sources
ENG.G0.18.2 Frames and Resistance in Pride and Prejudice English Final Year Undergraduate ENG G0 F NNS Mandarin Chinese Essay Reference to sources
ENG.G0.18.3 Satire and Morality in the Vicar of Wakefield English Final Year Undergraduate ENG G0 F NNS Mandarin Chinese Essay Reference to sources
ENG.G0.18.4 The Space of Dreams in The Age of Innocence English Final Year Undergraduate ENG G0 F NNS Mandarin Chinese Essay Reference to sources
ENG.G0.19.1 A compare and contrast paper using two texts from a Science Fiction course English Final Year Undergraduate ENG G0 F NS NA Report NA
ENG.G0.19.2 Paper on Invisible Man for an American Lit course English Final Year Undergraduate ENG G0 F NS NA Essay Reference to sources
ENG.G0.20.1 Autonomy in Robinson Crusoe English Final Year Undergraduate ENG G0 M NS NA Essay Reference to sources
ENG.G0.21.1 Elevated Language in Beowulf English Final Year Undergraduate ENG G0 M NS NA Essay NA
ENG.G0.22.1 Autumnal Imagery in Austen's Persuasion English Final Year Undergraduate ENG G0 F NS NA Essay NA
ENG.G0.22.2 Chaucer's The Franklin's Tale and Boccaccio's Il Filocolo English Final Year Undergraduate ENG G0 F NS NA Report Reference to sources
ENG.G0.23.1 Milton's Relativism English Final Year Undergraduate ENG G0 F NS NA Essay NA
ENG.G0.24.1 Contradiction and Religious Critique: The Pardoner in The Canterbury Tales English Final Year Undergraduate ENG G0 F NS NA Essay Reference to sources
ENG.G0.25.1 Sexualized Violence and Identity in Achy Obejas' Memory Mambo English Final Year Undergraduate ENG G0 F NS NA Essay Reference to sources
ENG.G0.26.1 Autoethnography English Final Year Undergraduate ENG G0 F NS NA CreativeWriting Reference to sources
ENG.G0.26.2 Comparison of Hermia in A Midsummer Night's Dream and Jessica in TheMerchant of Venice English Final Year Undergraduate ENG G0 F NS NA Essay Definitions, Reference to sources
ENG.G0.27.1 The Representation of Jesus and Women in the Gospel of Mark English Final Year Undergraduate ENG G0 F NS NA Essay Reference to sources
ENG.G0.28.1 Bloom the Critic in Joyce's Ulysses English Final Year Undergraduate ENG G0 M NS NA Essay Tables, graphs or figures, Reference to sources
ENG.G0.29.1 Good People Breaking Rules English Final Year Undergraduate ENG G0 M NS NA Essay Definitions, Reference to sources
ENG.G0.30.1 SIgnificance of Menstruation in Joyce's Ulysses English Final Year Undergraduate ENG G0 F NS NA Critique NA
ENG.G0.31.1 Cursed Inheritances in Go Down, Moses English Final Year Undergraduate ENG G0 F NS NA Report Reference to sources
ENG.G0.31.2 Jack Zipes and Fairy Tales English Final Year Undergraduate ENG G0 F NS NA Report Definitions, Reference to sources
ENG.G0.32.1 Slavery in Robinson Crusoe English Final Year Undergraduate ENG G0 M NS NA Essay Reference to sources
ENG.G0.33.1 Limited Recovery: Trauma in Obejas' Cuban America English Final Year Undergraduate ENG G0 M NS NA Report NA
ENG.G0.34.1 The Law of Love English Final Year Undergraduate ENG G0 M NS NA Essay Reference to sources
ENG.G0.34.2 The Words of Love Between Us: The Covenant in Hosea English Final Year Undergraduate ENG G0 M NS NA Report Reference to sources
ENG.G0.34.3 Names of God and Man English Final Year Undergraduate ENG G0 M NS NA Report Reference to sources
ENG.G0.35.1 Less is More: Courtship in Twelfth Night English Final Year Undergraduate ENG G0 F NS NA Essay NA
ENG.G0.35.2 Andrew Marvell's Definition of Love English Final Year Undergraduate ENG G0 F NS NA Essay Reference to sources
ENG.G0.36.1 Stephen's Deconstruction of Himself in Ulysses English Final Year Undergraduate ENG G0 M NS NA Report Reference to sources
ENG.G0.37.1 The Last Paper I Ever Wrote in College English Final Year Undergraduate ENG G0 F NS NA Essay Reference to sources
ENG.G0.38.1 Roman Polanski's Macbeth English Final Year Undergraduate ENG G0 F NS NA ResponsePaper NA
ENG.G0.38.2 Julie Taymor's Titus English Final Year Undergraduate ENG G0 F NS NA ResponsePaper NA
ENG.G0.38.3 Return to Suomi English Final Year Undergraduate ENG G0 F NS NA CreativeWriting NA
ENG.G0.39.2 The Image of Mary English Final Year Undergraduate ENG G0 F NS NA Essay Reference to sources
ENG.G0.40.1 Deep Sleep And The Inability To Exist In Works of Fantasy English Final Year Undergraduate ENG G0 M NS NA Essay NA
ENG.G0.41.1 Anti-Aristotelian Kane English Final Year Undergraduate ENG G0 M NS NA Essay Reference to sources
ENG.G0.41.2 Seasons, Ages, Cycles: All As You Like It English Final Year Undergraduate ENG G0 M NS NA Critique Reference to sources
ENG.G0.41.3 Classical and Modern Representations in O'Neill English Final Year Undergraduate ENG G0 M NS NA Essay Reference to sources
ENG.G0.42.1 Perspectives on the English Revolution English Final Year Undergraduate ENG G0 F NS NA Report NA
ENG.G0.42.2 Sexuality in Ancient Greece English Final Year Undergraduate ENG G0 F NS NA Essay Reference to sources
ENG.G0.43.1 Margery Kempe's Self-Fashioning: Visioning Herself in God English Final Year Undergraduate ENG G0 F NS NA Essay Reference to sources
ENG.G0.43.2 Defining Wild Nature English Final Year Undergraduate ENG G0 F NS NA Report Definitions, Reference to sources
ENG.G0.44.1 Eve's Understanding of Natural Patriarchy in Paradise Lost English Final Year Undergraduate ENG G0 F NS NA Essay Reference to sources
ENG.G0.45.1 Charity in Sir Thornhill English Final Year Undergraduate ENG G0 F NS NA Essay Reference to sources
ENG.G0.46.1 With Magic Comes Power: Exploring Marlowe's Doctor Faustus and Shakespeare's The Tempest English Final Year Undergraduate ENG G0 M NS NA Essay Reference to sources
ENG.G0.47.1 Female Bonding in the Novel Roxana English Final Year Undergraduate ENG G0 F NNS Urdu Essay Reference to sources
ENG.G0.48.1 Creative Exercise in Style and Content English Final Year Undergraduate ENG G0 F NS NA Critique Reference to sources
ENG.G0.49.1 The Purgatory of the Postmodern English Final Year Undergraduate ENG G0 F NS NA Essay Reference to sources
ENG.G0.49.2 The Officer, Solness, and the Dionysian Man English Final Year Undergraduate ENG G0 F NS NA Essay Reference to sources
ENG.G0.49.3 This Man Loved Earth, Not Heaven, Enough to Die English Final Year Undergraduate ENG G0 F NS NA Essay Reference to sources
ENG.G0.50.1 Rosamond Vincy and the Real Sphere English Final Year Undergraduate ENG G0 F NS NA Report Reference to sources
ENG.G0.51.1 Rejecting Colonial Memory English Final Year Undergraduate ENG G0 M NS NA Essay Reference to sources
ENG.G0.52.1 Deborah and the Degradation of Israel English Final Year Undergraduate ENG G0 F NS NA Essay NA
ENG.G0.53.1 Carwin and the Imp of the Perverse English Final Year Undergraduate ENG G0 F NS NA Essay Reference to sources
ENG.G0.54.1 Analysis of T.C. Boyle's A Friend of the Earth English Final Year Undergraduate ENG G0 F NS NA Report NA
ENG.G0.55.1 Self Destruction in Kindred English Final Year Undergraduate ENG G0 F NS NA Essay Reference to sources
ENG.G0.55.2 Illustrations in Persepolis English Final Year Undergraduate ENG G0 F NS NA Essay Reference to sources
ENG.G0.57.1 Hire Me, You Know You Want To English Third Year Graduate ENG G0 F NNS Chinese CreativeWriting NA
ENG.G0.58.1 My Reading of Chaucer English Third Year Graduate ENG G0 M NNS Chinese Essay Literature review section, Reference to sources
ENG.G1.01.1 Clarissa Consumed English First Year Graduate ENG G1 F NS NA Report Reference to sources
ENG.G1.02.1 Seeing Selves in Troilus and Cressida English First Year Graduate ENG G1 M NS NA Essay Reference to sources
ENG.G1.03.1 Theorizing the Analysand Desire English First Year Graduate ENG G1 F NS NA Essay Reference to sources
ENG.G1.04.1 Sports Literacy and Rhetoric as Power English First Year Graduate ENG G1 F NS NA Essay Definitions, Reference to sources
ENG.G1.05.1 Yeats and Spenser English First Year Graduate ENG G1 F NS NA Essay Reference to sources
ENG.G1.06.1 Intergenerational Trauma in Nora Okja Keller's Comfort Woman English First Year Graduate ENG G1 M NNS Tamil Essay Reference to sources
ENG.G1.07.1 Categorical Entanglement English First Year Graduate ENG G1 F NS NA Report Reference to sources
ENG.G2.01.1 Messianic Masochism in H. Rider Haggard English Second Year Graduate ENG G2 M NS NA Essay NA
ENG.G2.02.1 Dramatic Adaptations: Jewish Identity and Narrative Form in The Island Within English Second Year Graduate ENG G2 M NS NA Essay NA
ENG.G2.02.2 'City Troubles': Miss Lonelyhearts and the Publicized Privacy of Urban Space English Second Year Graduate ENG G2 M NS NA Essay Reference to sources
ENG.G2.03.1 Domesticity in Cold War Black Fiction on the Left English Second Year Graduate ENG G2 F NS NA Essay Reference to sources
ENG.G2.04.1 Augusta Webster Paper English Second Year Graduate ENG G2 F NS NA Essay Reference to sources
ENG.G2.05.1 St. Alban and English Exemplarity English Second Year Graduate ENG G2 M NS NA Critique Reference to sources
ENG.G2.06.1 Jews in the New York Harbor English Second Year Graduate ENG G2 M NS NA Report Literature review section, Reference to sources
ENG.G2.07.1 Pedagogical genres English Second Year Graduate ENG G2 F NS NA Report Reference to sources
ENG.G3.03.1 Into the Light: Avedon's Images of Inmates English Third Year Graduate ENG G3 F NS NA Critique Reference to sources
ENG.G3.04.1 Creative Multivalence: Social Engagement in Gwendolyn Brooks's 'Maud Martha' English Third Year Graduate ENG G3 F NS NA Essay Reference to sources
HIS.G0.01.1 Unless the Lord Build the House History Final Year Undergraduate HIS G0 M NS NA Report NA
HIS.G0.02.1 Early 20th century Britain History Final Year Undergraduate HIS G0 F NS NA Report Reference to sources
HIS.G0.02.2 Engaging with Documents History Final Year Undergraduate HIS G0 F NS NA Report Reference to sources
HIS.G0.03.1 Smith and Malthus History Final Year Undergraduate HIS G0 M NS NA Essay Reference to sources
HIS.G0.03.2 History as a Philosophic Domain History Final Year Undergraduate HIS G0 M NS NA Essay Reference to sources
HIS.G0.04.1 'Arrowsmith' Book Report History Final Year Undergraduate HIS G0 F NS NA Essay Reference to sources
HIS.G1.01.1 New Social History History First Year Graduate HIS G1 F NS NA Essay NA
HIS.G1.02.1 Joan Scott's 'Gender' in 2007 History First Year Graduate HIS G1 F NS NA Report NA
HIS.G1.03.1 Sex Education in East and West Germany History First Year Graduate HIS G1 M NS NA Essay Reference to sources
HIS.G1.04.1 Outsourcing History: On the Necessity of Stepping Out of the Archive History First Year Graduate HIS G1 F NNS Hebrew Essay Reference to sources
HIS.G1.05.1 Trickster Travels Review History First Year Graduate HIS G1 F NS NA Report Reference to sources
HIS.G1.05.2 Microhistory Review History First Year Graduate HIS G1 F NS NA Critique Reference to sources
HIS.G1.06.1 Review of Jon T. Coleman's Vicious History First Year Graduate HIS G1 F NS NA Report NA
HIS.G1.07.1 Marxist Historical Analysis History First Year Graduate HIS G1 M NS NA Report Reference to sources
HIS.G1.07.2 Capitalism as a Historical Agent History First Year Graduate HIS G1 M NS NA Report NA
HIS.G1.08.1 Diaspora and Nation History First Year Graduate HIS G1 M NS NA Report Literature review section, Reference to sources
HIS.G1.09.1 A Battle to Remember? Arrian's Ectaxis contra Alanos History First Year Graduate HIS G1 M NS NA Report Literature review section, Reference to sources
HIS.G1.10.1 Orientalism and History History First Year Graduate HIS G1 M NNS Korean Critique Reference to sources
HIS.G2.01.1 Crime, Criminal Justice Policy and Space History Second Year Graduate HIS G2 M NS NA Report Problem-solution pattern, Reference to sources
HIS.G2.02.1 Whiteness Studies in Labor History History Second Year Graduate HIS G2 M NS NA Report Reference to sources
HIS.G2.03.1 Black feminism response paper History Second Year Graduate HIS G2 F NS NA ResponsePaper NA
HIS.G2.03.2 Black Women and Performance book review History Second Year Graduate HIS G2 F NS NA Report Reference to sources
HIS.G2.04.1 Chechen War Imaginary History Second Year Graduate HIS G2 M NS NA Essay Definitions, Reference to sources
HIS.G2.05.1 Medieval pilgrimage guides History Second Year Graduate HIS G2 F NS NA Essay Reference to sources
HIS.G3.01.1 A Gendered Reading of B.R. Ambedkar's Writings and Speeches History Third Year Graduate HIS G3 F NS NA Report Reference to sources
HIS.G3.02.1 Technology in the Indian Ocean History Third Year Graduate HIS G3 F NS NA Report Tables, graphs or figures, Reference to sources
IOE.G0.01.1 Improving Process Flow in The Oasis and Integrating a New Deli Industrial and Operational Engineering Final Year Undergraduate IOE G0 F NS NA Proposal Methodology section, Discussion of results section
IOE.G0.02.1 Speedometer Design Parameters Industrial and Operational Engineering Final Year Undergraduate IOE G0 M NS NA ResearchPaper Tables, graphs or figures, Discussion of results section, Methodology section, Problem-solution pattern
IOE.G0.03.1 Molding Temperature Analysis for Liquid Rubber Supplier Industrial and Operational Engineering Final Year Undergraduate IOE G0 M NS NA Critique Problem-solution pattern, Tables, graphs or figures
IOE.G0.03.2 Assembly Tolerance Analysis for BBM Industrial and Operational Engineering Final Year Undergraduate IOE G0 M NS NA Critique Discussion of results section, Methodology section, Problem-solution pattern, Tables, graphs or figures
IOE.G0.04.1 Final Report for the Emergency Department Front End Study to Improve Patient Privacy and Patient and Visitor Flow Industrial and Operational Engineering Final Year Undergraduate IOE G0 F NS NA Proposal Methodology section, Tables, graphs or figures, Discussion of results section, Reference to sources
IOE.G0.05.1 The Importance of Anthropometric Data in Product Design Industrial and Operational Engineering Final Year Undergraduate IOE G0 F NS NA ResearchPaper Definitions, Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
IOE.G0.06.1 External Analysis of the National Society of Black Engineers Industrial and Operational Engineering Final Year Undergraduate IOE G0 M NS NA Report Tables, graphs or figures
IOE.G0.07.1 Honda Facility Location Analysis Industrial and Operational Engineering Final Year Undergraduate IOE G0 M NS NA Report Discussion of results section, Tables, graphs or figures, Reference to sources
IOE.G0.08.1 E-Dining Expansion Project Proposal Industrial and Operational Engineering Final Year Undergraduate IOE G0 M NS NA Proposal Problem-solution pattern
IOE.G0.09.1 Final Report of E-Dining's New Shipping/Packing Process and Retail Store Layout Industrial and Operational Engineering Final Year Undergraduate IOE G0 M NS NA Critique Tables, graphs or figures
IOE.G0.10.1 Rubberland Liquid Rubber Failure Analysis Industrial and Operational Engineering Final Year Undergraduate IOE G0 F NS NA ResearchPaper Tables, graphs or figures, Methodology section, Definitions, Discussion of results section, Reference to sources
IOE.G0.11.1 Improving Tuttle Springs Operations Industrial and Operational Engineering Final Year Undergraduate IOE G0 F NS NA Proposal NA
IOE.G0.12.1 Choosing between paper towels, cloth toweling rolls and hot air dryers for drying hands Industrial and Operational Engineering Final Year Undergraduate IOE G0 F NNS Bahasa Indonesia Report Discussion of results section, Tables, graphs or figures
IOE.G0.12.2 Change of Layout and Processes in the Midville Academy Cafeteria Industrial and Operational Engineering Final Year Undergraduate IOE G0 F NNS Bahasa Indonesia Proposal NA
IOE.G0.13.1 Developing a Student Transportation Plan in Downtown Detroit Industrial and Operational Engineering Final Year Undergraduate IOE G0 M NS NA Report Tables, graphs or figures
IOE.G1.01.1 Work Methods Analysis for Bagel Preparation Industrial and Operational Engineering First Year Graduate IOE G1 M NS NA ResearchPaper Tables, graphs or figures, Methodology section, Problem-solution pattern, Discussion of results section
IOE.G1.02.1 Society of Automotive Engineers (SAE) Annual Congress Review Industrial and Operational Engineering First Year Graduate IOE G1 F NNS Korean ResponsePaper NA
IOE.G1.02.2 Effect on Legibility of Surround Luminance and Background/Character Color Industrial and Operational Engineering First Year Graduate IOE G1 F NNS Korean ResearchPaper Tables, graphs or figures, Methodology section, Problem-solution pattern, Discussion of results section, Reference to sources
IOE.G1.02.3 Hand Grip Force and Coefficient of Friction with Different Materials and Conditions Industrial and Operational Engineering First Year Graduate IOE G1 F NNS Korean Critique Abstract, Tables, graphs or figures, Discussion of results section, Methodology section, Problem-solution pattern, Literature review section, Reference to sources
IOE.G1.02.4 2D Static Biomechanical Computations Industrial and Operational Engineering First Year Graduate IOE G1 F NNS Korean ResearchPaper Methodology section, Discussion of results section, Tables, graphs or figures
IOE.G1.03.1 Changing the Game: Representing Innovation Through Football Industrial and Operational Engineering First Year Graduate IOE G1 M NS NA Report Reference to sources
IOE.G1.04.1 A Failed Design or Designed To Fail? Industrial and Operational Engineering First Year Graduate IOE G1 F NNS Marathi Report Tables, graphs or figures, Reference to sources
IOE.G1.05.1 Complexity Theory: Simplifying Life for Organizational Theorists Industrial and Operational Engineering First Year Graduate IOE G1 M NNS Teluga Report Definitions, Tables, graphs or figures, Reference to sources
IOE.G1.05.2 To Best or Not to Best Industrial and Operational Engineering First Year Graduate IOE G1 M NNS Teluga Report Reference to sources
IOE.G1.06.1 Organizations as Brains: An Information Processing View - An Analysis of the Challenger Disaster Industrial and Operational Engineering First Year Graduate IOE G1 F NNS Chinese Report Reference to sources
IOE.G1.07.1 Supplemental Orders Analysis for Materiel Services Center Industrial and Operational Engineering First Year Graduate IOE G1 F NS NA ResearchPaper Abstract, Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
IOE.G1.08.1 Investigation of MP3 Compression Quality Industrial and Operational Engineering First Year Graduate IOE G1 M NS NA ResearchPaper Abstract, Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
IOE.G1.09.1 Imagen Healthcare Inventory Sharing Plan Industrial and Operational Engineering First Year Graduate IOE G1 M NNS Hindi Report Methodology section, Discussion of results section, Tables, graphs or figures
IOE.G1.10.1 Acme Omega Case Study Industrial and Operational Engineering First Year Graduate IOE G1 M NNS Marathi ResponsePaper Tables, graphs or figures
IOE.G1.10.2 Core and Non Core Processes Industrial and Operational Engineering First Year Graduate IOE G1 M NNS Marathi Report Definitions, Tables, graphs or figures
IOE.G1.11.1 Revenue Sharing in the National Bossaball League in Tinland Industrial and Operational Engineering First Year Graduate IOE G1 M NNS Tamil Report Problem-solution pattern, Discussion of results section, Tables, graphs or figures
IOE.G1.11.2 Factory flow benchmarking report Industrial and Operational Engineering First Year Graduate IOE G1 M NNS Tamil Report NA
IOE.G2.01.1 Parameter Optimization of High-Fidelity Simulation Using DOE and Response Surface Methods Industrial and Operational Engineering Second Year Graduate IOE G2 M NS NA ResearchPaper Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
IOE.G2.01.2 Organizations as Cultures Industrial and Operational Engineering Second Year Graduate IOE G2 M NS NA Report Tables, graphs or figures, Reference to sources
IOE.G2.01.3 Managing Change Industrial and Operational Engineering Second Year Graduate IOE G2 M NS NA Critique Reference to sources
IOE.G2.02.1 Review of Zheng: Optimality of (S,s) Policies Industrial and Operational Engineering Second Year Graduate IOE G2 M NS NA Report NA
IOE.G2.02.2 Convergence of Simulation-Based Policy Iteration Industrial and Operational Engineering Second Year Graduate IOE G2 M NS NA Essay NA
IOE.G2.02.3 Optimality of Randomized Trunk Reservation Industrial and Operational Engineering Second Year Graduate IOE G2 M NS NA ResponsePaper NA
IOE.G2.03.1 Large Scale Optimization Project Industrial and Operational Engineering Second Year Graduate IOE G2 F NS NA ResearchPaper Discussion of results section, Problem-solution pattern, Tables, graphs or figures
IOE.G2.04.2 Memo - Project Debriefing Industrial and Operational Engineering Second Year Graduate IOE G2 F NS NA Critique Discussion of results section
IOE.G3.01.1 Water Utility Efficiency Assessment Using a Data Envelopment Analysis Industrial and Operational Engineering Third Year Graduate IOE G3 M NS NA ResearchPaper Abstract, Tables, graphs or figures, Discussion of results section, Methodology section, Problem-solution pattern, Reference to sources
IOE.G3.03.1 Policy Recommendations for Plug-In Hybrid Vehicles Industrial and Operational Engineering Third Year Graduate IOE G3 M NS NA Report Abstract, Tables, graphs or figures, Reference to sources
LIN.G0.01.1 Interlanguage Analysis Project Linguistics Final Year Undergraduate LIN G0 F NS NA ResearchPaper Methodology section, Discussion of results section
LIN.G0.01.2 Language Lesson Plan Linguistics Final Year Undergraduate LIN G0 F NS NA Proposal Tables, graphs or figures
LIN.G0.02.1 Individual Colonies: Dialect Acquisition in Immigrants Linguistics Final Year Undergraduate LIN G0 F NS NA Essay Reference to sources
LIN.G0.03.1 Attitudes towards and Frequency of Multiple Hedging in Written Academic Linguistics Final Year Undergraduate LIN G0 F NS NA ResearchPaper Methodology section, Definitions, Discussion of results section, Literature review section, Reference to sources
LIN.G0.04.1 Instant Messaging: R U Ready 4 It? Linguistics Final Year Undergraduate LIN G0 F NNS Korean ResearchPaper Problem-solution pattern, Discussion of results section, Reference to sources
LIN.G0.05.1 The Genre Set for Synchronized Swimmers: A Discourse Analysis at Michigan Linguistics Final Year Undergraduate LIN G0 F NS NA Report NA
LIN.G0.06.1 Distinctive Features of Indo-Pakistani English Linguistics Final Year Undergraduate LIN G0 M NS NA Report Reference to sources
LIN.G0.06.2 A Short Critique of Urdu Teaching Materials Linguistics Final Year Undergraduate LIN G0 M NS NA ResponsePaper NA
LIN.G0.06.3 Using Limericks in English Language Teaching Linguistics Final Year Undergraduate LIN G0 M NS NA Report NA
LIN.G0.07.1 Announcements of Self-Repair in Micase: an Analysis Linguistics Final Year Undergraduate LIN G0 F NS NA ResearchPaper Methodology section, Tables, graphs or figures, Discussion of results section, Reference to sources
LIN.G0.07.2 Age and Input: Which is More Important in Language Learning? Linguistics Final Year Undergraduate LIN G0 F NS NA Report Problem-solution pattern, Reference to sources
LIN.G0.07.3 Morphological Deficits in Children with Specific Language Impairment Linguistics Final Year Undergraduate LIN G0 F NS NA Report Reference to sources
LIN.G0.08.1 Nicaraguan Sign Language: The Role of Adult Input in the Formation and Development of a Unique Creole Linguistics Final Year Undergraduate LIN G0 F NS NA ResearchPaper Abstract, Discussion of results section, Literature review section, Reference to sources
LIN.G0.09.1 Writing About Portrait Paintings: A Discourse Analysis Linguistics Final Year Undergraduate LIN G0 F NS NA Report Reference to sources
LIN.G0.10.1 Assignment 2: ESL Lesson Plan Linguistics Final Year Undergraduate LIN G0 F NS NA Proposal NA
LIN.G0.10.2 The Distribution of Anaphoric 'So' in Micase Linguistics Final Year Undergraduate LIN G0 F NS NA ResearchPaper Methodology section, Tables, graphs or figures, Discussion of results section, Reference to sources
LIN.G0.11.1 Review of Muniz: Ebonics And Tex-Mex - English By Any Other Name Linguistics Final Year Undergraduate LIN G0 F NS NA Critique NA
LIN.G0.12.1 National Identity and Language Education Policy Linguistics Final Year Undergraduate LIN G0 F NS NA Essay Reference to sources
LIN.G0.13.1 Narrative Initiation in Personal Versus Co-Constructed Narratives Linguistics Final Year Undergraduate LIN G0 F NS NA Report Literature review section, Reference to sources
LIN.G0.14.1 My Service Learning Experience Linguistics Final Year Undergraduate LIN G0 F NS NA ResponsePaper NA
LIN.G1.01.1 Recognizing Textual Entailment With a Modified BLEU Algorithm Linguistics First Year Graduate LIN G1 M NS NA ResearchPaper Abstract, Tables, graphs or figures, Discussion of results section, Methodology section, Definitions, Problem-solution pattern, Reference to sources
LIN.G1.01.2 An Analysis of Vowel Variation in Vlach Linguistics First Year Graduate LIN G1 M NS NA ResearchPaper Methodology section, Discussion of results section, Tables, graphs or figures
LIN.G1.01.3 Vlach Affricates, Stops, and Fricatives Linguistics First Year Graduate LIN G1 M NS NA ResearchPaper Methodology section, Discussion of results section, Tables, graphs or figures
LIN.G1.01.4 Vlach Stress Linguistics First Year Graduate LIN G1 M NS NA ResearchPaper Methodology section, Discussion of results section, Tables, graphs or figures
LIN.G1.01.5 The Role of Pitch in the Perception of Vlach Stressed Syllables Linguistics First Year Graduate LIN G1 M NS NA ResearchPaper Methodology section, Discussion of results section, Tables, graphs or figures
LIN.G1.02.1 Division of Labor Linguistics First Year Graduate LIN G1 M NS NA Essay Problem-solution pattern, Reference to sources
LIN.G1.02.2 Give Me a Break! The English Double Object Construction Linguistics First Year Graduate LIN G1 M NS NA Report Tables, graphs or figures, Reference to sources
LIN.G1.03.1 A Discussion of the VP-External and VP-Internal Subjects Hypotheses Linguistics First Year Graduate LIN G1 M NS NA Essay Tables, graphs or figures, Reference to sources
LIN.G1.05.1 Stress in Hawaiian Linguistics First Year Graduate LIN G1 M NS NA ResearchPaper Tables, graphs or figures, Problem-solution pattern, Discussion of results section, Literature review section, Reference to sources
LIN.G1.06.1 German Fricatives Linguistics First Year Graduate LIN G1 F NS NA ResearchPaper Methodology section, Discussion of results section, Tables, graphs or figures
LIN.G1.06.2 Perceptions of Speaker in Computer-Mediated Communication Linguistics First Year Graduate LIN G1 F NS NA Proposal NA
LIN.G1.06.3 Variation in Existential Constructions Linguistics First Year Graduate LIN G1 F NS NA Report Reference to sources
LIN.G1.06.4 Critique of Landau's Explanation of Super-Equi Linguistics First Year Graduate LIN G1 F NS NA Critique NA
LIN.G2.01.1 On Question Operators in Chinese Wh-multiple Questions Linguistics Second Year Graduate LIN G2 F NNS Mandarin Report Discussion of results section, Literature review section, Reference to sources
LIN.G2.01.2 A Dynamic POS-Tagging-Learned Approach of Chinese WSD Linguistics Second Year Graduate LIN G2 F NNS Mandarin Proposal Definitions, Methodology section, Tables, graphs or figures, Reference to sources
LIN.G2.01.3 Reviewing 'On Sense and Reference' Linguistics Second Year Graduate LIN G2 F NNS Mandarin Report Tables, graphs or figures, Reference to sources
LIN.G2.02.1 Meng- and Wh- Movement in Malay / Indonesian: Review of Cole & Hermon 1998 Linguistics Second Year Graduate LIN G2 F NS NA Critique Tables, graphs or figures, Reference to sources
LIN.G2.03.1 A CVX theory of Dutch Syllable Structure Linguistics Second Year Graduate LIN G2 M NS NA ResearchPaper Abstract, Tables, graphs or figures, Discussion of results section, Methodology section, Problem-solution pattern, Literature review section, Reference to sources
LIN.G3.01.1 Conversation as a 'Collaborative Achievement' Linguistics Third Year Graduate LIN G3 F NNS Cantonese, Mandarin Report NA
LIN.G3.01.2 'Lazy Pronunciation' and the Ideologies of Cantonese Standardization Linguistics Third Year Graduate LIN G3 F NNS Cantonese, Mandarin Report Problem-solution pattern, Literature review section, Reference to sources
LIN.G3.02.1 A Multi-lingual Segmenter by Using Viterbi Algorithm Linguistics Third Year Graduate LIN G3 F NNS Mandarin ResearchPaper Abstract, Discussion of results section, Methodology section, Problem-solution pattern, Literature review section, Reference to sources
MEC.G0.02.1 Report on Vapor Compression Cycle Training Cart Testing Mechanical Engineering Final Year Undergraduate MEC G0 M NS NA ResearchPaper Methodology section, Problem-solution pattern, Discussion of results section, Reference to sources
MEC.G0.03.1 Manufacturing System Design for a Car Assembly Process Mechanical Engineering Final Year Undergraduate MEC G0 M NS NA Proposal Abstract, Methodology section, Tables, graphs or figures
MEC.G0.04.1 Thermoelectric Waste Heat Recovery for a Toyota Prius Mechanical Engineering Final Year Undergraduate MEC G0 F NS NA ResearchPaper Abstract, Tables, graphs or figures, Discussion of results section, Methodology section, Definitions, Problem-solution pattern, Reference to sources
MEC.G0.05.1 Design Modifications to Reduce Vibration on Electric Vehicle Drive Shaft Mechanical Engineering Final Year Undergraduate MEC G0 M NS NA ResearchPaper Tables, graphs or figures, Problem-solution pattern, Discussion of results section, Reference to sources
MEC.G0.06.1 Safety Shield Test Fixture Mechanical Engineering Final Year Undergraduate MEC G0 M NS NA Report Abstract, Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
MEC.G0.07.1 Human Fall Monitoring Using MEMS Accelerometers Mechanical Engineering Final Year Undergraduate MEC G0 M NS NA ResearchPaper Abstract, Tables, graphs or figures, Discussion of results section, Methodology section, Problem-solution pattern, Reference to sources
MEC.G0.08.1 Fall-related hip fractures and injury avoidance maneuvers Mechanical Engineering Final Year Undergraduate MEC G0 M NS NA ResearchPaper Abstract, Tables, graphs or figures, Methodology section, Discussion of results section, Literature review section, Reference to sources
MEC.G0.08.2 Identification of Best Damping Material for Impact Vibrations through Solid Wood Flooring Using MEMS Accelerometer Mechanical Engineering Final Year Undergraduate MEC G0 M NS NA ResearchPaper Abstract, Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
MEC.G0.08.3 Modeled Flow Around a Swimmer and their Head to Evaluate TYR's Patented Design Mechanical Engineering Final Year Undergraduate MEC G0 M NS NA ResearchPaper Discussion of results section, Tables, graphs or figures, Reference to sources
MEC.G0.08.4 2D Flow through Channel with Step for 6 k-epsilon Models in Fluent Mechanical Engineering Final Year Undergraduate MEC G0 M NS NA Report Methodology section, Discussion of results section, Tables, graphs or figures
MEC.G0.08.5 Unsteady Flow Across Pipe Mechanical Engineering Final Year Undergraduate MEC G0 M NS NA ResearchPaper Tables, graphs or figures, Discussion of results section
MEC.G0.08.6 Investigation of a Microprocessor Chip Cooling System Mechanical Engineering Final Year Undergraduate MEC G0 M NS NA ResearchPaper Abstract, Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
MEC.G0.10.1 Predicting the Biomechanical Behavior of Aortic Tissue Using Constitutive Models Mechanical Engineering Final Year Undergraduate MEC G0 F NNS Tamil ResearchPaper Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
MEC.G0.11.1 ME395 - Aluminum Toughness Testing Lab Report Mechanical Engineering Final Year Undergraduate MEC G0 F NS NA Report Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
MEC.G0.11.2 ME395 - Thermodynamic Performance of VCC Training Carts Mechanical Engineering Final Year Undergraduate MEC G0 F NS NA ResearchPaper Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
MEC.G0.12.1 Attitude Control Report Mechanical Engineering Final Year Undergraduate MEC G0 F NS NA Report Tables, graphs or figures
MEC.G1.01.1 Energy Harvesting Using an Embedded Piezoelectric in a Bicycle Tire: Proof of Concept Mechanical Engineering First Year Graduate MEC G1 M NS NA ResearchPaper Methodology section, Discussion of results section, Literature review section, Tables, graphs or figures, Reference to sources
MEC.G1.02.1 Autobody structure mini project Mechanical Engineering First Year Graduate MEC G1 M NNS Korean Proposal Tables, graphs or figures, Problem-solution pattern, Discussion of results section
MEC.G1.03.1 Detection and Avoidance of Pedestrians: Literature Review Mechanical Engineering First Year Graduate MEC G1 F NS NA Report Problem-solution pattern, Reference to sources
MEC.G1.04.1 Product Development in a Competitive Global Environment Mechanical Engineering First Year Graduate MEC G1 M NNS Marathi Proposal Problem-solution pattern, Tables, graphs or figures
MEC.G1.05.1 Turbulence in internal combustion engines Mechanical Engineering First Year Graduate MEC G1 F NNS Malayalam ResearchPaper Abstract, Tables, graphs or figures, Discussion of results section, Methodology section, Problem-solution pattern, Reference to sources
MEC.G1.05.2 A Discussion of Research into Cyclic Flow Variations in Internal Combustion Engines Mechanical Engineering First Year Graduate MEC G1 F NNS Malayalam Report Discussion of results section, Literature review section, Reference to sources
MEC.G1.06.1 Results of material properties testing for aluminum specimens Mechanical Engineering First Year Graduate MEC G1 M NS NA ResearchPaper Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
MEC.G1.07.1 Anaylsis of midsize car Mechanical Engineering First Year Graduate MEC G1 M NS NA ResearchPaper Methodology section, Discussion of results section, Tables, graphs or figures
MEC.G1.08.1 Multiphase Flow Final Project Mechanical Engineering First Year Graduate MEC G1 F NS NA Report Tables, graphs or figures, Problem-solution pattern, Discussion of results section, Reference to sources
MEC.G1.09.1 Water Irrigation Pump Final Report Mechanical Engineering First Year Graduate MEC G1 F NNS Hindi Report Abstract, Tables, graphs or figures, Discussion of results section, Methodology section, Definitions, Problem-solution pattern, Reference to sources
MEC.G2.01.1 Simulation of Quantum Dot Formation Using Finite Element Method Mechanical Engineering Second Year Graduate MEC G2 M NNS Chinese ResearchPaper Abstract, Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
MEC.G2.03.1 Achieving 100% Renewable Electricity: A University of Michigan Case Study Mechanical Engineering Second Year Graduate MEC G2 M NNS Hindi ResearchPaper Abstract, Tables, graphs or figures, Discussion of results section, Methodology section, Problem-solution pattern, Reference to sources
MEC.G2.04.1 Provably Stable Walking Gaits for a 3-link Robot with Point Feet Mechanical Engineering Second Year Graduate MEC G2 M NS NA ResearchPaper Tables, graphs or figures, Reference to sources
MEC.G3.01.1 Feedforward and feedback control of lane keeping by the human driver Mechanical Engineering Third Year Graduate MEC G3 M NNS Chinese ResearchPaper Abstract, Discussion of results section, Tables, graphs or figures, Reference to sources
MEC.G3.02.1 A Pressure Dependent Plasticity Model of Nitinol Mechanical Engineering Third Year Graduate MEC G3 M NS NA Report Tables, graphs or figures, Methodology section, Problem-solution pattern, Discussion of results section, Reference to sources
MEC.G3.03.1 Stretchable Electronics Mechanical Engineering Third Year Graduate MEC G3 M NNS Hindi Report Literature review section, Reference to sources
NRE.G0.01.1 Senior Honors Thesis: Factors influencing zooplankton community assemblage Natural Resources Final Year Undergraduate NRE G0 F NS NA ResearchPaper Abstract, Methodology section, Discussion of results section, Reference to sources
NRE.G0.02.1 The World Bank and IMF: Broken but Worth Fixing Natural Resources Final Year Undergraduate NRE G0 M NS NA Essay NA
NRE.G0.02.2 The New Green Revolution: Positive or Negative? Natural Resources Final Year Undergraduate NRE G0 M NS NA Critique NA
NRE.G0.02.3 Stiglitz and the UNDP: Differing Perspectives Natural Resources Final Year Undergraduate NRE G0 M NS NA Critique NA
NRE.G0.03.1 Economics: One of the Many Components of Sustainability Natural Resources Final Year Undergraduate NRE G0 M NS NA Essay NA
NRE.G0.03.2 Ecology Research Paper Natural Resources Final Year Undergraduate NRE G0 M NS NA ResearchPaper Abstract, Tables, graphs or figures, Methodology section, Discussion of results section, Literature review section, Reference to sources
NRE.G0.04.1 The American Landscape: A Personal Reflection from a Bike Seat Natural Resources Final Year Undergraduate NRE G0 F NS NA CreativeWriting Reference to sources
NRE.G0.05.1 The Role of Corporations in the American Public Health Crisis Over Nutrition, Diet, and Diet Related Diseases Natural Resources Final Year Undergraduate NRE G0 F NS NA Report Problem-solution pattern, Tables, graphs or figures, Reference to sources
NRE.G0.06.1 Environmental Justice Movement in SE Asia & The US Natural Resources Final Year Undergraduate NRE G0 M NS NA Report Abstract, Reference to sources
NRE.G0.07.1 Nicotine as a Toxicant Natural Resources Final Year Undergraduate NRE G0 F NS NA Report Problem-solution pattern, Tables, graphs or figures, Reference to sources
NRE.G0.08.1 Urban Planning Memo Natural Resources Final Year Undergraduate NRE G0 F NNS Vietnamese Report Tables, graphs or figures
NRE.G0.09.1 Bear Valley Structural Analysis Natural Resources Final Year Undergraduate NRE G0 F NS NA Report Abstract, Methodology section, Tables, graphs or figures
NRE.G0.10.1 Acid Mine Drainage Natural Resources Final Year Undergraduate NRE G0 M NS NA Critique Abstract, Literature review section, Problem-solution pattern, Discussion of results section, Reference to sources
NRE.G0.11.1 Materials and the Environment Natural Resources Final Year Undergraduate NRE G0 M NS NA Essay Abstract, Problem-solution pattern, Tables, graphs or figures, Reference to sources
NRE.G1.01.1 Coal-to-Liquids Policy Memo Natural Resources First Year Graduate NRE G1 M NS NA Report Reference to sources
NRE.G1.02.1 Uniformity in the Food System Natural Resources First Year Graduate NRE G1 F NS NA Essay NA
NRE.G1.03.1 Emeral Ash Boror Natural Resources First Year Graduate NRE G1 F NS NA Report Tables, graphs or figures, Reference to sources
NRE.G1.04.1 Managing Conflicts in Agroforestry Natural Resources First Year Graduate NRE G1 M NS NA Report Reference to sources
NRE.G1.05.1 Propoerty Rights and Decentralization of Forest Management in India Natural Resources First Year Graduate NRE G1 M NNS Hindi Report Tables, graphs or figures, Reference to sources
NRE.G1.06.1 Conflict Management: Maine's Moosehead Lake Natural Resources First Year Graduate NRE G1 F NS NA Report Reference to sources
NRE.G1.07.1 Secondary Plant Compounds of Quaking Aspen (Populus tremuloides): A Review Natural Resources First Year Graduate NRE G1 F NS NA Report Tables, graphs or figures, Reference to sources
NRE.G1.08.1 Renewable Transportation Fuels - 2007 Energy Bill Natural Resources First Year Graduate NRE G1 F NS NA Report Reference to sources
NRE.G1.09.1 Forest Stewardship Council Certification Natural Resources First Year Graduate NRE G1 F NS NA Report NA
NRE.G1.10.1 Food Web Ecology Natural Resources First Year Graduate NRE G1 M NS NA Proposal NA
NRE.G1.10.2 Assessment and Comparison of Five Different Michigan Streams Natural Resources First Year Graduate NRE G1 M NS NA Report NA
NRE.G1.11.1 Comparison of Five Michigan Streams Natural Resources First Year Graduate NRE G1 F NS NA Report Tables, graphs or figures
NRE.G1.12.1 Renewable Energy Expert Report Natural Resources First Year Graduate NRE G1 M NS NA Report Definitions, Tables, graphs or figures, Reference to sources
NRE.G1.14.1 The Northern Rockies Ecosystem Protection Act Natural Resources First Year Graduate NRE G1 F NS NA Report Reference to sources
NRE.G1.14.2 Executive Order on Off-Road Vehicle Use Natural Resources First Year Graduate NRE G1 F NS NA Critique NA
NRE.G1.15.1 Created Wetlands Natural Resources First Year Graduate NRE G1 F NS NA Report Definitions, Tables, graphs or figures, Reference to sources
NRE.G1.15.2 Integrated Assessment Final Natural Resources First Year Graduate NRE G1 F NS NA Report Problem-solution pattern
NRE.G1.16.1 Conflict Management: MBTA Term Paper Natural Resources First Year Graduate NRE G1 F NS NA Report Tables, graphs or figures, Reference to sources
NRE.G1.17.1 My Landscape Cultural History Natural Resources First Year Graduate NRE G1 F NS NA Report Tables, graphs or figures, Reference to sources
NRE.G1.18.1 Sewage Treatment and the Need for Regulation Natural Resources First Year Graduate NRE G1 M NS NA ResearchPaper Abstract, Methodology section, Discussion of results section, Tables, graphs or figures
NRE.G1.18.2 Farmland Conversion in California Natural Resources First Year Graduate NRE G1 M NS NA Report Tables, graphs or figures, Reference to sources
NRE.G1.19.1 Offshore Drilling Issue Network Natural Resources First Year Graduate NRE G1 M NS NA Report Reference to sources
NRE.G1.20.1 GIS Multi-criteria Analysis Lab Natural Resources First Year Graduate NRE G1 M NS NA ResearchPaper Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
NRE.G1.21.1 Conservation of Red Squirrel Natural Resources First Year Graduate NRE G1 F NS NA ResearchPaper Abstract, Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
NRE.G1.22.1 Species Conservation Lab Report Natural Resources First Year Graduate NRE G1 F NS NA Report Abstract, Tables, graphs or figures, Methodology section, Definitions, Discussion of results section, Reference to sources
NRE.G1.22.2 Paper review for Fluvial Ecosystems Natural Resources First Year Graduate NRE G1 F NS NA Essay Reference to sources
NRE.G1.23.1 Snow Leopard Conservation Natural Resources First Year Graduate NRE G1 F NS NA Report Abstract, Methodology section, Tables, graphs or figures, Discussion of results section, Reference to sources
NRE.G1.24.1 Global Warming and Vegetation Types Natural Resources First Year Graduate NRE G1 M NS NA Report Methodology section, Tables, graphs or figures, Reference to sources
NRE.G1.24.2 Ancestral Roots Research Paper: The Farm Natural Resources First Year Graduate NRE G1 M NS NA Report Tables, graphs or figures, Reference to sources
NRE.G1.25.1 Arid Land Restoration Natural Resources First Year Graduate NRE G1 F NS NA Report Reference to sources
NRE.G1.26.1 Issue Network Natural Resources First Year Graduate NRE G1 F NS NA Report Definitions, Tables, graphs or figures, Reference to sources
NRE.G1.27.1 Dissolved Oxygen effected by pollution Natural Resources First Year Graduate NRE G1 M NS NA ResearchPaper Abstract, Methodology section, Discussion of results section, Tables, graphs or figures
NRE.G1.27.2 Florida Panther population stabilization tactics Natural Resources First Year Graduate NRE G1 M NS NA ResearchPaper Abstract, Tables, graphs or figures, Methodology section, Definitions, Discussion of results section, Reference to sources
NRE.G1.27.3 Invasive species, Purple Loosestrife Natural Resources First Year Graduate NRE G1 M NS NA Report Reference to sources
NRE.G1.27.4 CO2 sequestration Natural Resources First Year Graduate NRE G1 M NS NA ResearchPaper Abstract, Tables, graphs or figures, Discussion of results section, Methodology section, Problem-solution pattern, Reference to sources
NRE.G1.28.1 Garden Grant Proposal Natural Resources First Year Graduate NRE G1 F NS NA Proposal Abstract, Tables, graphs or figures, Methodology section, Discussion of results section, Literature review section, Reference to sources
NRE.G1.29.1 Local people mobilization for China's Reforestation Project Natural Resources First Year Graduate NRE G1 F NNS Chinese Report Abstract, Discussion of results section, Reference to sources
NRE.G1.30.1 Individual Exploratory: Yoga Natural Resources First Year Graduate NRE G1 F NS NA Report NA
NRE.G1.31.1 Policy decision memo Natural Resources First Year Graduate NRE G1 F NNS Thai Essay NA
NRE.G2.01.1 The Future of Sustainability Natural Resources Second Year Graduate NRE G2 M NS NA Critique NA
NRE.G2.02.1 Brownfield Remediation and Community Revitalization Natural Resources Second Year Graduate NRE G2 F NS NA Report Abstract, Methodology section, Discussion of results section, Reference to sources
NRE.G2.03.1 A Critique of Minnesota's Lakeshore Development Policy Natural Resources Second Year Graduate NRE G2 M NS NA Report Problem-solution pattern, Tables, graphs or figures, Reference to sources
NRE.G2.04.1 Degredation of the Mesoamerican Reef Natural Resources Second Year Graduate NRE G2 F NS NA Report Problem-solution pattern, Tables, graphs or figures, Reference to sources
NRE.G2.05.1 From Sabotage to Sandwiches - The Transformation of Conflict in the Clackamas River Watershed Natural Resources Second Year Graduate NRE G2 M NS NA Report Reference to sources
NRE.G2.07.1 Impact on atmospheric carbon dioxide levels: Sequestration vs. reduced emissions Natural Resources Second Year Graduate NRE G2 F NS NA ResearchPaper Abstract, Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
NRE.G2.08.1 Environmental improvement example Natural Resources Second Year Graduate NRE G2 F NNS Thai Report Reference to sources
NRE.G3.01.1 Modeling Top-Down and Bottom-Up Effects on Estuarine Food Webs Natural Resources Third Year Graduate NRE G3 M NS NA ResearchPaper Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
NRE.G3.02.1 Policy Decision Memo Natural Resources Third Year Graduate NRE G3 F NS NA Essay Reference to sources
NUR.G0.01.1 Case Study Analysis of Emergency Contraception Can Reveal Characteristics of Society as a Whole Nursing Final Year Undergraduate NUR G0 F NS NA Essay Reference to sources
NUR.G0.02.1 Family Paper: An Invitation into the World Nursing Final Year Undergraduate NUR G0 F NS NA Report Discussion of results section, Tables, graphs or figures, Reference to sources
NUR.G0.03.1 What Women Want: Comprehensive Contraceptive Coverage Nursing Final Year Undergraduate NUR G0 F NNS Tamil Essay Reference to sources
NUR.G0.04.1 Socially-Constructed Stress on Women's Health Nursing Final Year Undergraduate NUR G0 F NNS Mandarin Essay NA
NUR.G0.05.1 High-Risk Antepartum Case Study Nursing Final Year Undergraduate NUR G0 F NS NA Report Reference to sources
NUR.G0.06.1 Community Aggregate Paper Nursing Final Year Undergraduate NUR G0 F NS NA Report Tables, graphs or figures, Problem-solution pattern, Methodology section, Discussion of results section, Literature review section, Reference to sources
NUR.G0.07.1 Registered Nurse Satisfaction with Nurse Technician Delegation Nursing Final Year Undergraduate NUR G0 F NS NA Report Tables, graphs or figures, Methodology section, Discussion of results section, Literature review section, Reference to sources
NUR.G0.08.1 Psychiatric Nursing Case Study Nursing Final Year Undergraduate NUR G0 F NS NA Report Reference to sources
NUR.G0.09.1 Hand Hygiene Project Nursing Final Year Undergraduate NUR G0 F NS NA Report Methodology section, Discussion of results section, Literature review section, Reference to sources
NUR.G0.10.1 Management Paper - Wound Documentation Nursing Final Year Undergraduate NUR G0 F NS NA Report Reference to sources
NUR.G0.11.1 Postpartum Exercise and Activity Nursing Final Year Undergraduate NUR G0 F NS NA Report Literature review section, Reference to sources
NUR.G0.12.1 An Aggregate-Based Diabetes Prevention Project Nursing Final Year Undergraduate NUR G0 F NS NA Proposal Discussion of results section, Reference to sources
NUR.G0.13.1 HIV education intervention Nursing Final Year Undergraduate NUR G0 F NS NA ResearchPaper Abstract, Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
NUR.G0.14.1 Mother-to-Child Transmission of AIDS Nursing Final Year Undergraduate NUR G0 F NS NA Report Discussion of results section, Literature review section, Reference to sources
NUR.G0.15.1 Circumcision: Challenging a Social Norm Nursing Final Year Undergraduate NUR G0 F NS NA Essay Problem-solution pattern, Tables, graphs or figures, Reference to sources
NUR.G0.15.2 Inadequate Activity: Assessment and Intervention Nursing Final Year Undergraduate NUR G0 F NS NA ResearchPaper Methodology section, Discussion of results section, Literature review section, Reference to sources
NUR.G0.16.1 A Call For Change: Racial Disparities in Infant Mortality Rates Nursing Final Year Undergraduate NUR G0 F NS NA Report Reference to sources
NUR.G0.17.1 Children at the Expense of Our Health? Nursing Final Year Undergraduate NUR G0 F NS NA Essay Reference to sources
NUR.G1.01.1 The Critique of Bracht's Community Analysis Nursing First Year Graduate NUR G1 F NNS Mandarin Report Definitions, Reference to sources
NUR.G1.02.1 Interrelationship of Theory, Research, & Practice Nursing First Year Graduate NUR G1 F NS NA Report Reference to sources
NUR.G1.02.2 A Concept Analysis of Trust Nursing First Year Graduate NUR G1 F NS NA Report Definitions, Literature review section, Reference to sources
NUR.G1.03.1 Effects of Environmental Manipulation in Congestive Heart Failure Nursing First Year Graduate NUR G1 M NS NA Report Tables, graphs or figures, Reference to sources
NUR.G1.04.1 Practice Paradigm in Nursing Nursing First Year Graduate NUR G1 F NNS Romanian Report Reference to sources
NUR.G1.04.2 Practice Paradigm in Nursing: From Theory to Practice Nursing First Year Graduate NUR G1 F NNS Romanian Report Reference to sources
NUR.G1.05.1 Autism and Vaccines: Where does the Evidence Stand? Nursing First Year Graduate NUR G1 F NS NA Report Literature review section, Reference to sources
NUR.G1.06.1 Top Ten U.S. Health Problems Nursing First Year Graduate NUR G1 F NS NA Report Reference to sources
NUR.G1.07.1 Value in Health Care Nursing First Year Graduate NUR G1 F NNS Bengali Essay Reference to sources
NUR.G1.08.1 Improving patient value in health care Nursing First Year Graduate NUR G1 F NS NA Report Definitions, Problem-solution pattern, Reference to sources
NUR.G2.01.1 The 10 most effective life strategies Nursing Second Year Graduate NUR G2 F NS NA Report Problem-solution pattern, Reference to sources
NUR.G2.02.1 Family and Chronic Illness: A Home Visit Nursing Second Year Graduate NUR G2 F NS NA Report Tables, graphs or figures, Reference to sources
NUR.G2.03.1 Reflection & Analysis Critique on a Client with Chronic Illness Nursing Second Year Graduate NUR G2 F NNS Korean Report Problem-solution pattern, Literature review section, Reference to sources
NUR.G2.03.2 Bipolar disorder management plan Nursing Second Year Graduate NUR G2 F NNS Korean Proposal Definitions, Methodology section, Reference to sources
NUR.G2.03.3 Integrated Literature Review and Proposal for Provide-Patient Interaction Nursing Second Year Graduate NUR G2 F NNS Korean Proposal Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
NUR.G2.03.4 Interaction Model of Client Health Behavior and Womanist Thought Nursing Second Year Graduate NUR G2 F NNS Korean Report Tables, graphs or figures, Methodology section, Discussion of results section, Literature review section, Reference to sources
NUR.G2.04.1 Nursing Minimum Data Sets and Gadamer's Hermeneutic Philosophy of Language Nursing Second Year Graduate NUR G2 F NS NA Report Problem-solution pattern, Literature review section, Reference to sources
NUR.G2.05.1 Adolescent Condom Use and the Theory of Planned Behavior Nursing Second Year Graduate NUR G2 F NNS Unknown Report Literature review section, Reference to sources
NUR.G3.01.1 A Model to Test the Effectiveness of Standardized Nursing Terminologies in Electronic Medical Records Nursing Third Year Graduate NUR G3 F NS NA Proposal Methodology section, Tables, graphs or figures, Literature review section, Reference to sources
NUR.G3.02.1 Parent Question Paper Nursing Third Year Graduate NUR G3 F NS NA Report Reference to sources
NUR.G3.03.1 Family Caregivers of Recurrent Breast Cancer Patients: Factors Affecting Perceived Burden Nursing Third Year Graduate NUR G3 F NS NA Report Tables, graphs or figures, Literature review section, Reference to sources
NUR.G3.04.1 Colon Therapy: Science or Pseudoscience? Nursing Third Year Graduate NUR G3 F NS NA Report Definitions, Reference to sources
NUR.G3.05.1 KASE-AQ Pediatric Nursing Third Year Graduate NUR G3 F NS NA ResearchPaper Abstract, Tables, graphs or figures, Methodology section, Discussion of results section, Literature review section, Reference to sources
NUR.G3.06.1 Research protocol for dissertation research Nursing Third Year Graduate NUR G3 F NNS Urdu Proposal Methodology section, Tables, graphs or figures, Discussion of results section
PHI.G0.01.1 George Schlesinger and Pascal's Wager Philosophy Final Year Undergraduate PHI G0 F NS NA Critique Reference to sources
PHI.G0.02.1 Aristotle on Friendship Philosophy Final Year Undergraduate PHI G0 M NS NA Critique Reference to sources
PHI.G0.02.2 Explaining Locke's Primary and Secondary Qualities Philosophy Final Year Undergraduate PHI G0 M NS NA Critique Definitions, Problem-solution pattern, Reference to sources
PHI.G0.02.3 Two Distinctions in Kant Philosophy Final Year Undergraduate PHI G0 M NS NA Report Reference to sources
PHI.G0.03.1 Grice's Analysis of Metaphor and Irony Philosophy Final Year Undergraduate PHI G0 F NS NA Report Definitions, Reference to sources
PHI.G0.04.1 The Morality of Commonality and Agent-Specific Restrictions Philosophy Final Year Undergraduate PHI G0 M NS NA Report Reference to sources
PHI.G0.04.2 Moral Approval and Disapproval Philosophy Final Year Undergraduate PHI G0 M NS NA Essay Reference to sources
PHI.G0.05.1 The Pits and Folds of Religious Tolerance Philosophy Final Year Undergraduate PHI G0 M NS NA Essay Reference to sources
PHI.G0.06.1 Examining Socrates' Desire Theory Philosophy Final Year Undergraduate PHI G0 F NS NA Critique NA
PHI.G0.06.2 Pleonexia and Socrates’ Republic Philosophy Final Year Undergraduate PHI G0 F NS NA Critique Reference to sources
PHI.G0.06.3 The Meaning of Wrong Philosophy Final Year Undergraduate PHI G0 F NS NA Report NA
PHI.G0.06.4 The Embezzlement Problem Philosophy Final Year Undergraduate PHI G0 F NS NA Essay Reference to sources
PHI.G0.06.5 The Evaluative Role of Pain Philosophy Final Year Undergraduate PHI G0 F NS NA ResponsePaper NA
PHI.G0.06.6 Emotivism and Solomon's Theory of Emotions Philosophy Final Year Undergraduate PHI G0 F NS NA Essay Reference to sources
PHI.G0.06.7 Gilbert and Directions of Correspondence: a Critique of Velleman Philosophy Final Year Undergraduate PHI G0 F NS NA Critique NA
PHI.G0.06.8 Reliabilism as a theory of justification Philosophy Final Year Undergraduate PHI G0 F NS NA Essay Reference to sources
PHI.G0.07.1 Hypothetical Imperatives, Moral Imperatives, and the Objectivity of Values Philosophy Final Year Undergraduate PHI G0 M NS NA Essay Reference to sources
PHI.G0.07.2 The Doctrine of Double Effect and Intuitions Regarding Hiroshima and Nagasaki Philosophy Final Year Undergraduate PHI G0 M NS NA Essay Reference to sources
PHI.G0.08.1 The Cartesian Circle Philosophy Final Year Undergraduate PHI G0 M NS NA Report Reference to sources
PHI.G0.08.2 Reliabilism as a theory of knowledge Philosophy Final Year Undergraduate PHI G0 M NS NA Report Reference to sources
PHI.G0.09.1 Kant's Transcendental Aesthetic Philosophy Final Year Undergraduate PHI G0 F NS NA Critique NA
PHI.G0.10.1 Music and Negative Emotion Philosophy Final Year Undergraduate PHI G0 F NS NA Critique NA
PHI.G0.11.1 Final Cause and Necessity in Nature Philosophy Final Year Undergraduate PHI G0 M NS NA Report Reference to sources
PHI.G0.12.1 Homosexuality and Marriage Philosophy Final Year Undergraduate PHI G0 F NS NA Essay Reference to sources
PHI.G0.13.1 The Chinese Room, and What it Takes to Build a Mind Philosophy Final Year Undergraduate PHI G0 M NS NA Critique Reference to sources
PHI.G0.14.1 Early Fetuses and Constitutional Rights Philosophy Final Year Undergraduate PHI G0 F NS NA Essay Reference to sources
PHI.G0.15.1 Transaction Ethics Philosophy Final Year Undergraduate PHI G0 F NNS Bosnian Essay Reference to sources
PHI.G0.16.1 Basic Frameworks of Moral Justification and Hierarchy of Human Needs Philosophy Final Year Undergraduate PHI G0 F NNS Chinese Essay Reference to sources
PHI.G0.17.1 The composition of the Earth Philosophy Final Year Undergraduate PHI G0 F NS NA Report Reference to sources
PHI.G0.17.2 God and Omnipotence Philosophy Final Year Undergraduate PHI G0 F NS NA Report NA
PHI.G0.18.1 John Locke and Knowledge Philosophy Final Year Undergraduate PHI G0 M NS NA Essay NA
PHI.G0.18.2 Determinism and Free Will Philosophy Final Year Undergraduate PHI G0 M NS NA Report Definitions
PHI.G0.19.1 Hume and Smith on Justice Philosophy Final Year Undergraduate PHI G0 M NS NA Report Reference to sources
PHI.G1.01.1 Can a lump of clay and a statue be identical? Philosophy First Year Graduate PHI G1 M NS NA Essay Reference to sources
PHI.G1.02.1 A Defense of Ontological Relativity Philosophy First Year Graduate PHI G1 M NNS Spanish Essay Reference to sources
PHI.G1.02.2 The Problem of Necessary / a posteriori and Contingent / a priori Truths Philosophy First Year Graduate PHI G1 M NNS Spanish ResearchPaper Definitions, Tables, graphs or figures, Reference to sources
PHI.G1.03.1 Does Conceivability Imply Possibility? Relieveing Kripke's Worries about Mind-Body Identity Philosophy First Year Graduate PHI G1 M NS NA Report Abstract
PHI.G1.04.1 Explanation and Understanding Philosophy First Year Graduate PHI G1 M NNS Swedish Essay Reference to sources
PHI.G1.05.1 The priority of equal opportunity Philosophy First Year Graduate PHI G1 M NS NA Critique Problem-solution pattern, Reference to sources
PHI.G2.01.1 On Hempel's Account of Scientific Explanations Philosophy Second Year Graduate PHI G2 F NS NA Essay Reference to sources
PHI.G2.02.1 Can We Say the Luminiferous Aether Isn't Real? Philosophy Second Year Graduate PHI G2 M NS NA Essay Problem-solution pattern, Reference to sources
PHI.G3.01.1 That's Some Fancy Thinkin': Accounting for Pretended Ideas in Hume's Treatise Philosophy Third Year Graduate PHI G3 M NS NA Essay Reference to sources
PHI.G3.02.1 Defending a Broader Intentionalism Philosophy Third Year Graduate PHI G3 M NS NA Essay Definitions, Abstract, Problem-solution pattern, Reference to sources
PHI.G3.03.1 Aristotle on Belief and Imagination Philosophy Third Year Graduate PHI G3 M NS NA Essay Definitions, Reference to sources
PHY.G0.01.1 Measuring Planck's Constant with the Photoelectric Effect Physics Final Year Undergraduate PHY G0 M NS NA ResearchPaper Abstract, Tables, graphs or figures, Methodology section, Discussion of results section, Literature review section, Reference to sources
PHY.G0.01.2 Quantum Mechanical Solutions to Problems with the Solar Model Physics Final Year Undergraduate PHY G0 M NS NA Report Definitions, Problem-solution pattern, Reference to sources
PHY.G0.02.1 Energy Minimization, Molecular Mechanics, and Chemistry Physics Final Year Undergraduate PHY G0 M NS NA ResearchPaper Tables, graphs or figures, Discussion of results section
PHY.G0.03.1 Determination of the Charge-to-Mass Ratio of the Electron Physics Final Year Undergraduate PHY G0 F NS NA ResearchPaper Discussion of results section, Tables, graphs or figures
PHY.G0.04.1 Gamma Ray Spectroscopy Physics Final Year Undergraduate PHY G0 F NS NA ResearchPaper Abstract, Tables, graphs or figures, Methodology section, Definitions, Discussion of results section, Reference to sources
PHY.G0.04.2 Atomic and Molecular Spectroscopy Physics Final Year Undergraduate PHY G0 F NS NA ResearchPaper Abstract, Methodology section, Tables, graphs or figures
PHY.G1.01.1 Bose-Einstein Condensation Physics First Year Graduate PHY G1 M NS NA Report Abstract, Tables, graphs or figures, Reference to sources
PHY.G1.02.1 Optical Lattices: A Study of Bose-Hubbard Model Physics First Year Graduate PHY G1 F NNS Chinese Report Discussion of results section, Reference to sources
PHY.G2.01.1 The Weaponization of Space Physics Second Year Graduate PHY G2 M NS NA Report Reference to sources
PHY.G2.02.1 Search for SUSY Signatures in the Dilepton Channel at CDF Physics Second Year Graduate PHY G2 M NNS Sinhala Report Abstract, Discussion of results section, Tables, graphs or figures, Reference to sources
PHY.G2.03.1 Fast Quantum Gates with Trapped Ions Physics Second Year Graduate PHY G2 M NS NA Report Abstract, Tables, graphs or figures, Discussion of results section, Reference to sources
PHY.G2.03.2 Teleportation with Trapped Ions Physics Second Year Graduate PHY G2 M NS NA Critique Reference to sources
PHY.G2.04.1 Tripod-STIRAP Physics Second Year Graduate PHY G2 F NS NA Report Tables, graphs or figures, Reference to sources
PHY.G2.05.1 Opinion Dynamics in a Voter Model Physics Second Year Graduate PHY G2 M NS NA ResearchPaper Definitions, Methodology section, Discussion of results section, Reference to sources
PHY.G2.05.2 Fixation in a generalized voter model Physics Second Year Graduate PHY G2 M NS NA Report Definitions, Tables, graphs or figures, Reference to sources
PHY.G2.06.1 Percolation on the Kleinberg Small-World Networks Physics Second Year Graduate PHY G2 M NS NA ResearchPaper Tables, graphs or figures, Methodology section, Discussion of results section, Literature review section, Reference to sources
PHY.G2.07.1 Interacting network dynamics of neural populations Physics Second Year Graduate PHY G2 F NS NA Report Methodology section, Reference to sources
PHY.G2.08.1 Atom Interferometer as a Sagnac Effect Gyroscope Physics Second Year Graduate PHY G2 F NS NA Report Tables, graphs or figures, Reference to sources
PHY.G3.01.1 2D Electronic Spectroscopy of Biological Systems Physics Third Year Graduate PHY G3 M NS NA Proposal Methodology section, Tables, graphs or figures, Reference to sources
PHY.G3.02.1 Quantum Information Article Critique Physics Third Year Graduate PHY G3 M NS NA Report Tables, graphs or figures
PHY.G3.03.1 Effective Gauge Fields in Optical Lattices Physics Third Year Graduate PHY G3 M NS NA Report Abstract, Tables, graphs or figures, Literature review section, Reference to sources
POL.G0.01.1 Roe v. Wade Political Science Final Year Undergraduate POL G0 F NS NA Essay Reference to sources
POL.G0.01.2 Electoral Reform in Indonesia Political Science Final Year Undergraduate POL G0 F NS NA ResearchPaper Tables, graphs or figures, Methodology section, Discussion of results section, Literature review section, Reference to sources
POL.G0.02.1 midterm, law and public policy/ constitutional law Political Science Final Year Undergraduate POL G0 F NNS Filipino Critique Reference to sources
POL.G0.02.2 Curbing corruption through electoral reform Political Science Final Year Undergraduate POL G0 F NNS Filipino Report Definitions, Tables, graphs or figures, Reference to sources
POL.G0.03.1 The impact of the rise of political activity on the Internet on Democratic victories in the midterm elections of 2006 Political Science Final Year Undergraduate POL G0 M NS NA Proposal Methodology section, Problem-solution pattern, Literature review section
POL.G0.03.2 The E.U.: An Intergovernmental Organization with Supranational Aspirations Political Science Final Year Undergraduate POL G0 M NS NA Essay Reference to sources
POL.G0.04.1 Democratization of the European Union Political Science Final Year Undergraduate POL G0 M NS NA Essay Reference to sources
POL.G0.05.1 How much choice is too much? Political Science Final Year Undergraduate POL G0 M NS NA Essay Reference to sources
POL.G0.06.1 Candidate debates in Vermont ?? Political Science Final Year Undergraduate POL G0 M NS NA Report Reference to sources
POL.G0.07.1 Legal Reasoning in Lawrence v Texas Political Science Final Year Undergraduate POL G0 M NS NA Essay Reference to sources
POL.G0.09.1 Estelle v. Gamble - Healthcare in the Prison System Political Science Final Year Undergraduate POL G0 M NS NA Essay Reference to sources
POL.G0.11.1 German Surrender of Autonomy to Fascism Political Science Final Year Undergraduate POL G0 F NS NA Essay NA
POL.G0.12.1 The Role of Party Identification in Voting Behavior Political Science Final Year Undergraduate POL G0 M NS NA Essay Reference to sources
POL.G0.13.1 Daily Show Political Analysis Political Science Final Year Undergraduate POL G0 F NNS Hindi ResearchPaper Tables, graphs or figures, Methodology section, Discussion of results section, Literature review section, Reference to sources
POL.G0.14.1 Tufte and The Political Business Cycle Political Science Final Year Undergraduate POL G0 M NS NA Proposal Methodology section, Literature review section, Reference to sources
POL.G0.15.1 Presidential Library- Vietnam Withdrawal Political Science Final Year Undergraduate POL G0 M NS NA Report Reference to sources
POL.G0.16.1 Human Trafficking in an International Context Political Science Final Year Undergraduate POL G0 F NS NA Report Reference to sources
POL.G0.17.1 Theories of Legal Constraint Political Science Final Year Undergraduate POL G0 F NS NA Essay Reference to sources
POL.G0.17.2 Direct vs. Indirect Effects of the Supreme Court Political Science Final Year Undergraduate POL G0 F NS NA Critique NA
POL.G0.18.1 Increases in HIV/AIDS Education and Prevention in China Political Science Final Year Undergraduate POL G0 F NS NA Report Reference to sources
POL.G0.19.1 Space, Class, and Party—Critical Tools of Democratization in Nicaragua Political Science Final Year Undergraduate POL G0 M NS NA Report Reference to sources
POL.G0.20.1 Implications of Georgian NATO Membership Political Science Final Year Undergraduate POL G0 M NS NA Report Tables, graphs or figures, Reference to sources
POL.G0.21.1 Political Realignment in the South Political Science Final Year Undergraduate POL G0 M NNS Urdu Report Reference to sources
POL.G0.22.1 China's Evolving Role in Peacekeeping Political Science Final Year Undergraduate POL G0 M NS NA Report Reference to sources
POL.G0.23.1 'In God we trust?' - The Battle between Evolution and Intelligent Design Political Science Final Year Undergraduate POL G0 M NS NA Report Definitions, Reference to sources
POL.G0.24.1 Ethics in International Devolopment Political Science Final Year Undergraduate POL G0 F NS NA Report NA
POL.G0.25.1 What Is A Jew? Political Science Final Year Undergraduate POL G0 F NS NA Report Reference to sources
POL.G0.26.1 Hannah Arendt's Conception of Totalitarianism Political Science Final Year Undergraduate POL G0 F NS NA Critique Reference to sources
POL.G0.27.1 Family Leave in US Political Science Final Year Undergraduate POL G0 F NS NA Critique Reference to sources
POL.G0.28.1 Socio-Economic Rights and the South African Truth and Reconciliation Comission Political Science Final Year Undergraduate POL G0 F NS NA Essay Definitions, Problem-solution pattern, Reference to sources
POL.G0.29.1 Seeking Hope at Home Political Science Final Year Undergraduate POL G0 M NS NA Report Reference to sources
POL.G0.30.1 The Politicization of SCHIP Political Science Final Year Undergraduate POL G0 F NS NA ResearchPaper Tables, graphs or figures, Methodology section, Definitions, Discussion of results section, Literature review section, Reference to sources
POL.G0.31.1 Union Now: Day Care Providers in NY Political Science Final Year Undergraduate POL G0 M NS NA Report Reference to sources
POL.G0.32.1 The Countermjoritarian Myth Political Science Final Year Undergraduate POL G0 M NS NA Essay Reference to sources
POL.G0.32.2 The Blocking Machine Political Science Final Year Undergraduate POL G0 M NS NA Report NA
POL.G0.33.1 Education Policy in Singapore and the U.S. Political Science Final Year Undergraduate POL G0 F NS NA Report Reference to sources
POL.G0.34.1 The Jewish Republican Political Science Final Year Undergraduate POL G0 M NS NA Report Methodology section, Reference to sources
POL.G0.35.1 Inherent Racism in our Political System Political Science Final Year Undergraduate POL G0 M NS NA Report Reference to sources
POL.G0.36.1 Disability Rights Political Science Final Year Undergraduate POL G0 M NS NA Report NA
POL.G0.37.1 U.S. Civil Liberties Political Science Final Year Undergraduate POL G0 F NNS Russian Critique NA
POL.G0.38.1 Does BCRA really work? Political Science Final Year Undergraduate POL G0 M NS NA Report Reference to sources
POL.G0.39.1 Analysis of British Rule of India Political Science Final Year Undergraduate POL G0 F NS NA Essay Reference to sources
POL.G0.40.1 The Many Faces of Populism in Latin America Political Science Final Year Undergraduate POL G0 F NS NA Report Reference to sources
POL.G0.41.1 Evgenia Ginzburg's Into the Whirlwind Political Science Final Year Undergraduate POL G0 F NS NA Essay Reference to sources
POL.G0.42.1 You can't hurt me. I'm with the Union. Political Science Final Year Undergraduate POL G0 F NS NA Critique Reference to sources
POL.G0.43.1 Violence and the Nation Political Science Final Year Undergraduate POL G0 M NS NA Report Reference to sources
POL.G0.44.1 Power and the Urban Center Political Science Final Year Undergraduate POL G0 M NS NA Essay NA
POL.G0.45.1 International Organization and Integration Thought Paper Political Science Final Year Undergraduate POL G0 F NS NA Report Reference to sources
POL.G0.45.2 Human Rights in Sierra Leone Political Science Final Year Undergraduate POL G0 F NS NA Report Reference to sources
POL.G0.46.1 International Law During the War on Terror Political Science Final Year Undergraduate POL G0 M NNS Arabic Report Definitions, Reference to sources
POL.G0.47.1 Political Ad Analysis Political Science Final Year Undergraduate POL G0 M NNS Korean Critique NA
POL.G1.01.1 Divided Government in France Political Science First Year Graduate POL G1 F NS NA Report Reference to sources
POL.G1.02.1 The Divergent Trajectories of Political Islam in Turkey and Indonesia Political Science First Year Graduate POL G1 F NS NA Report Reference to sources
POL.G1.03.1 Revolution and Family in Locke's Second Treatise Political Science First Year Graduate POL G1 F NS NA Essay Reference to sources
POL.G1.04.1 Democracy Derailed in Russia Political Science First Year Graduate POL G1 M NS NA Report Reference to sources
POL.G1.05.1 White Nostalgia and Reflective Solidarity: Remembering the Combahee River Collective Political Science First Year Graduate POL G1 F NS NA Essay Reference to sources
POL.G2.01.1 Wilson's When Work Disappears Political Science Second Year Graduate POL G2 M NNS Spanish Report Tables, graphs or figures
POL.G2.02.1 Perpetual Peace: Is a Cosmopolitan Constitutional Order a Prerequsite? Political Science Second Year Graduate POL G2 F NS NA Essay Reference to sources
POL.G2.03.1 Deportation Policy Political Science Second Year Graduate POL G2 F NS NA Critique Problem-solution pattern, Tables, graphs or figures, Reference to sources
POL.G3.01.1 Measuring Racial Prejudice Political Science Third Year Graduate POL G3 F NS NA Essay Reference to sources
POL.G3.02.1 Effect of Anxiety to Citizens' Political Capability Political Science Third Year Graduate POL G3 M NNS Japanese Essay Literature review section, Reference to sources
POL.G3.03.1 Priming the Common Enemy Political Science Third Year Graduate POL G3 F NS NA Proposal Methodology section, Tables, graphs or figures, Literature review section, Reference to sources
PSY.G0.01.1 World Leaders Pretend Psychology Final Year Undergraduate PSY G0 M NS NA Essay Reference to sources
PSY.G0.02.1 Review of Eysenck: The Effects of Psychotherapy Psychology Final Year Undergraduate PSY G0 F NS NA Critique Reference to sources
PSY.G0.02.2 Review of Rosenhan: On Being Sane in Insane Places Psychology Final Year Undergraduate PSY G0 F NS NA Essay Reference to sources
PSY.G0.03.1 Negative Effects of Early-Onset Puberty in Girls Psychology Final Year Undergraduate PSY G0 F NS NA Report Problem-solution pattern, Literature review section, Reference to sources
PSY.G0.04.1 Metagames: An Analysis, Interpretation, and Application to the Theory of Mind Through a Consideration of the Prisoner’s Dilemma Psychology Final Year Undergraduate PSY G0 M NNS Mandarin ResearchPaper Abstract, Tables, graphs or figures, Discussion of results section
PSY.G0.05.1 Immigrant Life History Paper Psychology Final Year Undergraduate PSY G0 M NNS Mandarin Report Reference to sources
PSY.G0.06.1 Advanced Methods in Organizational Psychology Literature Review Psychology Final Year Undergraduate PSY G0 F NS NA Report Literature review section, Reference to sources
PSY.G0.07.1 Homosexuality: A Literature Review Psychology Final Year Undergraduate PSY G0 M NS NA Report Reference to sources
PSY.G0.08.1 Subliminal Message Effect on Color Preference and Self Esteem Psychology Final Year Undergraduate PSY G0 F NS NA ResearchPaper Abstract, Tables, graphs or figures, Methodology section, Discussion of results section, Literature review section, Reference to sources
PSY.G0.08.2 Initial Perspective Psychology Final Year Undergraduate PSY G0 F NS NA Report Reference to sources
PSY.G0.09.1 Perceptual Fluency Effects on Status-quo Response Styles Psychology Final Year Undergraduate PSY G0 M NS NA Report Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
PSY.G0.10.1 Can Vouchers Improve the US School System? Psychology Final Year Undergraduate PSY G0 F NS NA Report Reference to sources
PSY.G0.10.2 Investing the Learning Technologies Psychology Final Year Undergraduate PSY G0 F NS NA Essay Reference to sources
PSY.G0.11.1 Psychology Underground of Power: Cell Phones Psychology Final Year Undergraduate PSY G0 M NS NA ResponsePaper NA
PSY.G0.11.2 Architecture and Power: William L. Clements Library Psychology Final Year Undergraduate PSY G0 M NS NA Report Tables, graphs or figures
PSY.G0.12.1 Longitudinal Syndrome Follow-Up: PTSD Psychology Final Year Undergraduate PSY G0 F NS NA Report Reference to sources
PSY.G0.13.1 Duality and the Mind Psychology Final Year Undergraduate PSY G0 F NS NA Essay Reference to sources
PSY.G0.14.1 The Possible Effects of Isolation and Conspecifics in the Emission of 22kHz USVs in Adult Rats Psychology Final Year Undergraduate PSY G0 F NNS Vietnamese Proposal Methodology section, Discussion of results section, Literature review section, Reference to sources
PSY.G0.14.2 Circadian Rhythms Psychology Final Year Undergraduate PSY G0 F NNS Vietnamese Report NA
PSY.G0.15.1 The Cultural Effects on the Self Psychology Final Year Undergraduate PSY G0 F NNS Greek Essay Reference to sources
PSY.G0.16.1 The Role of Gender in Physically Interactive Play: An Observation Study Psychology Final Year Undergraduate PSY G0 F NS NA ResearchPaper Methodology section, Discussion of results section, Literature review section, Reference to sources
PSY.G0.17.1 Prevention Mechanisms for Clinical and Sub-Clinical Eating Disorders: A Proposal Study Psychology Final Year Undergraduate PSY G0 F NS NA Proposal Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
PSY.G0.17.2 Psychodynamic Theory in Therapy Techniques Psychology Final Year Undergraduate PSY G0 F NS NA Report NA
PSY.G0.18.1 Multi-Dimensional Assessment of Creativity Psychology Final Year Undergraduate PSY G0 F NS NA ResearchPaper Abstract, Tables, graphs or figures, Methodology section, Definitions, Discussion of results section, Literature review section, Reference to sources
PSY.G0.19.1 Thoughts on Positive Psychology Psychology Final Year Undergraduate PSY G0 F NS NA ResponsePaper NA
PSY.G0.19.2 Throwing Caution to the Wind Psychology Final Year Undergraduate PSY G0 F NS NA ResponsePaper NA
PSY.G0.19.3 If Only I Had Read Ahead Psychology Final Year Undergraduate PSY G0 F NS NA CreativeWriting NA
PSY.G0.20.1 Experience Paper: Adult Rehabilitation at the University of Michigan Hospital Psychology Final Year Undergraduate PSY G0 M NS NA Report NA
PSY.G0.21.1 Fear Conditioning Lab Psychology Final Year Undergraduate PSY G0 M NNS Arabic ResearchPaper Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
PSY.G0.23.1 Evaluation of Psychology class Psychology Final Year Undergraduate PSY G0 M NS NA Essay NA
PSY.G0.23.2 The influence of hormones on spatial performance and maternal behavior in rodents Psychology Final Year Undergraduate PSY G0 M NS NA Report NA
PSY.G0.24.1 Behavior of the Indri indri Psychology Final Year Undergraduate PSY G0 M NS NA Report Reference to sources
PSY.G0.26.1 Critical Review of Whorf: An American Indian Model of the Universe Psychology Final Year Undergraduate PSY G0 M NS NA Critique Reference to sources
PSY.G0.27.1 Gender Stereotypes and Mathematics Lab Performance Psychology Final Year Undergraduate PSY G0 F NS NA ResearchPaper Abstract, Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
PSY.G0.28.1 Political Generations in America Psychology Final Year Undergraduate PSY G0 F NS NA ResearchPaper Methodology section, Discussion of results section, Reference to sources
PSY.G0.29.1 Through the Eyes of Immigrants: An Analysis of Three Life Histories Psychology Final Year Undergraduate PSY G0 M NS NA ResearchPaper Reference to sources
PSY.G0.30.1 The Relationship between Depressed Mood and Perceived Parental Alienation, Trust, and Pride in Academic Accomplishments Psychology Final Year Undergraduate PSY G0 F NNS Marathi ResearchPaper Abstract, Tables, graphs or figures, Methodology section, Discussion of results section, Literature review section, Reference to sources
PSY.G0.31.1 Race Relations between Asian Americans and African Americans Psychology Final Year Undergraduate PSY G0 F NS NA Report Reference to sources
PSY.G0.32.1 The Psychology and Socialization of Male Rape Psychology Final Year Undergraduate PSY G0 F NS NA Report Reference to sources
PSY.G0.32.2 Diagnosis of Actress with Mental Disorder Psychology Final Year Undergraduate PSY G0 F NS NA ResearchPaper Definitions, Methodology section, Discussion of results section, Reference to sources
PSY.G0.33.1 Just Bad Genes Psychology Final Year Undergraduate PSY G0 F NS NA ResponsePaper Tables, graphs or figures
PSY.G0.34.1 John/Joan Case Study and the Obedience Study Psychology Final Year Undergraduate PSY G0 F NNS Korean Critique Definitions, Reference to sources
PSY.G0.34.2 The Trouble with Evan Psychology Final Year Undergraduate PSY G0 F NNS Korean Essay Reference to sources
PSY.G0.35.1 Forrest Gump and Child Development Psychology Final Year Undergraduate PSY G0 F NS NA Report Reference to sources
PSY.G0.36.1 Attention Deficit Hyperactivity Disorder Psychology Final Year Undergraduate PSY G0 F NNS Hindi Report Reference to sources
PSY.G0.37.1 Bilingual Education Psychology Final Year Undergraduate PSY G0 F NS NA Essay Reference to sources
PSY.G0.38.1 Sexual Education in Adolescence Psychology Final Year Undergraduate PSY G0 F NS NA Report Literature review section, Reference to sources
PSY.G0.38.2 Increasing women in math and science Psychology Final Year Undergraduate PSY G0 F NS NA Critique Problem-solution pattern, Literature review section, Reference to sources
PSY.G0.39.1 Gender Development: Differences in Verbal Communications and Physical Interactions across Age Groups Psychology Final Year Undergraduate PSY G0 F NS NA ResearchPaper Abstract, Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
PSY.G0.40.1 Biopsychosocial Effects of Rheumatoid Arthritis Psychology Final Year Undergraduate PSY G0 F NS NA Report Definitions, Reference to sources
PSY.G0.40.2 Case Study of Mary Kate Olsen Psychology Final Year Undergraduate PSY G0 F NS NA Report Abstract, Reference to sources
PSY.G0.41.1 The Effects of Adoptee Status on Identity Formation in Adolescence Psychology Final Year Undergraduate PSY G0 F NS NA Report Reference to sources
PSY.G0.42.1 The Broken Cord Assignment Psychology Final Year Undergraduate PSY G0 F NS NA Report Definitions, Reference to sources
PSY.G0.42.2 There Are No Children Here Assignment Psychology Final Year Undergraduate PSY G0 F NS NA Report Reference to sources
PSY.G0.43.1 Sleep Grant Proposal Psychology Final Year Undergraduate PSY G0 F NS NA Proposal Tables, graphs or figures, Methodology section, Definitions, Discussion of results section, Literature review section, Reference to sources
PSY.G1.01.1 Complexity Theory and Psychological Inquiry Psychology First Year Graduate PSY G1 M NS NA Report Reference to sources
PSY.G1.02.1 Is Trauma Research Unethical? Psychology First Year Graduate PSY G1 F NNS Marathi Report Literature review section, Reference to sources
PSY.G1.03.1 The Effects of Musical Training on Cognitive Ability Psychology First Year Graduate PSY G1 F NS NA Report Abstract, Tables, graphs or figures, Literature review section, Reference to sources
PSY.G1.04.1 Exam: Cultural Divergence, Terror, and Social Judgment Psychology First Year Graduate PSY G1 M NS NA Report NA
PSY.G1.05.1 Improving Affective Forecasting Psychology First Year Graduate PSY G1 F NS NA Report Reference to sources
PSY.G1.06.1 Self-Enhancing Ingroup Stereotyping Psychology First Year Graduate PSY G1 F NS NA Proposal Methodology section, Problem-solution pattern, Literature review section, Reference to sources
PSY.G1.07.1 Emotion and the Ultimatum Game: How Rumination and Psychology First Year Graduate PSY G1 F NS NA Report Reference to sources
PSY.G1.08.1 The relation of social address variables to developmental outcomes Psychology First Year Graduate PSY G1 F NS NA Critique NA
PSY.G1.09.1 Bio-ecological theory in socialization and ASD Psychology First Year Graduate PSY G1 F NS NA Report Reference to sources
PSY.G1.10.1 Applying Erikson: a proposed model Psychology First Year Graduate PSY G1 F NS NA Critique Definitions, Problem-solution pattern, Tables, graphs or figures, Reference to sources
PSY.G1.11.1 The Psychological Well-Being of Latino/a Adolescents Psychology First Year Graduate PSY G1 F NNS German And Spanish Report Definitions, Reference to sources
PSY.G1.11.3 The moderating effects of cultural values and racial/cultural identity in the relation between gender and the psychological well-being of Latino adolescents Psychology First Year Graduate PSY G1 F NNS German And Spanish Proposal Literature review section, Reference to sources
PSY.G1.11.4 Treating psychopathology in adults Psychology First Year Graduate PSY G1 F NNS German And Spanish Essay Reference to sources
PSY.G1.11.5 Final paper scholarship women of color Psychology First Year Graduate PSY G1 F NNS German And Spanish Critique Reference to sources
PSY.G1.12.1 Changes in social functioning during the transition to retirement communities Psychology First Year Graduate PSY G1 F NS NA Report Reference to sources
PSY.G1.13.1 Risk and Protective Factors for Youth Violence Exposure Psychology First Year Graduate PSY G1 F NS NA Report Literature review section, Reference to sources
PSY.G2.01.1 The Mediating Effects of Explanatory Style: Examining Blood Pressure, Preventative Health Behaviors, and Compliance with Medical Regimes in a Diverse Sample of Hypertensive Women Psychology Second Year Graduate PSY G2 F NS NA ResearchPaper Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
PSY.G2.02.1 School Readiness: Research on Children's Transition to Schooling Psychology Second Year Graduate PSY G2 F NS NA Report Definitions, Reference to sources
PSY.G2.02.2 The Role of Symbolic Gestures in Early Language Development Psychology Second Year Graduate PSY G2 F NS NA Report Literature review section, Reference to sources
PSY.G2.02.3 Do Bilingual Foreign Language Learners have a Unique Learning Profile? An Examination of their Learning Strategies, Motivation, and Achievement Psychology Second Year Graduate PSY G2 F NS NA Report Problem-solution pattern, Literature review section, Reference to sources
PSY.G2.03.1 Development of Prefrontal Cortex in Adolescence Psychology Second Year Graduate PSY G2 F NS NA Essay Reference to sources
PSY.G2.04.1 Early Predictors of Later Reading Ability Psychology Second Year Graduate PSY G2 F NS NA Report Methodology section, Discussion of results section, Reference to sources
PSY.G2.05.1 A Brief Critique of the DSM-IV Psychology Second Year Graduate PSY G2 F NS NA Critique Definitions, Reference to sources
PSY.G2.06.1 Biological Aspects of Behavior Psychology Second Year Graduate PSY G2 F NS NA Report Literature review section, Reference to sources
PSY.G2.06.2 Social / Organizational Aspects of Behavior Psychology Second Year Graduate PSY G2 F NS NA Report Reference to sources
PSY.G2.07.1 Incorporating Emotion into a Unified Theory of Cognition Psychology Second Year Graduate PSY G2 M NS NA Report Definitions, Tables, graphs or figures, Literature review section, Reference to sources
PSY.G2.08.1 Dissatisfactions with Job Satisfaction Measurement: The Context-Dependency of Work Attitudes Psychology Second Year Graduate PSY G2 M NS NA Essay Discussion of results section, Literature review section, Reference to sources
PSY.G2.09.1 Implicit Racism: Cognitive Origins and Potential Interventions Psychology Second Year Graduate PSY G2 M NS NA Report Reference to sources
PSY.G2.10.1 Can projective assessment instruments be helpful with the five common reasons for psychological testing? Psychology Second Year Graduate PSY G2 F NNS Korean Essay Reference to sources
PSY.G2.10.2 Understanding Dorris's The Broken Cord from a Multiple Systems Perspective Psychology Second Year Graduate PSY G2 F NNS Korean Essay Reference to sources
PSY.G2.10.3 Hippocampal Abnormalities in Psychiatric Disorders Psychology Second Year Graduate PSY G2 F NNS Korean Report Definitions, Literature review section, Reference to sources
PSY.G2.10.4 Evaluation of Behavioral and Cognitive Behavioral Theories and Interventions Psychology Second Year Graduate PSY G2 F NNS Korean Critique Reference to sources
PSY.G2.10.5 Critique of the DSM-IV Psychology Second Year Graduate PSY G2 F NNS Korean Critique Definitions, Problem-solution pattern, Reference to sources
PSY.G2.11.1 Emerging reading ability: interplay between theory and research Psychology Second Year Graduate PSY G2 F NNS Cantonese Report Reference to sources
PSY.G2.11.2 Constraints on a big-picture of cognitive development Psychology Second Year Graduate PSY G2 F NNS Cantonese Report Reference to sources
PSY.G2.12.1 A Brief History of Social & Organizational Psychology Psychology Second Year Graduate PSY G2 F NS NA Report Reference to sources
PSY.G2.13.1 Think Globally, Act Locally Psychology Second Year Graduate PSY G2 F NS NA ResearchPaper Discussion of results section, Methodology section, Problem-solution pattern, Tables, graphs or figures, Reference to sources
PSY.G2.14.1 How Do Children Learn from Television? Psychology Second Year Graduate PSY G2 F NS NA Report Tables, graphs or figures, Reference to sources
PSY.G2.15.1 The Product, Process, and Prediction of Precocious Reading Psychology Second Year Graduate PSY G2 F NS NA Report Definitions, Tables, graphs or figures, Reference to sources
PSY.G3.01.1 Environmental and Social Influences on Sula Psychology Third Year Graduate PSY G3 F NS NA Essay Problem-solution pattern, Reference to sources
PSY.G3.02.1 Communication of Appetitive Emotion in Rats: Exploring the Nature of 50kHz Ultrasonic Vocalizations Psychology Third Year Graduate PSY G3 M NS NA Proposal Reference to sources
PSY.G3.03.1 Culture, Mental Disorders, and Evolutionary Analyses Psychology Third Year Graduate PSY G3 F NS NA Essay Definitions, Problem-solution pattern, Literature review section, Reference to sources
PSY.G3.03.2 A Cultural and Evolutionary Analysis of Dissociative Identity Disorder / Multiple Personality Disorder Psychology Third Year Graduate PSY G3 F NS NA Report Definitions, Reference to sources
PSY.G3.04.1 Individual Differences in Decision Making: Need for Cognition and Need to Maximize Psychology Third Year Graduate PSY G3 F NS NA Report Definitions, Tables, graphs or figures, Reference to sources
PSY.G3.05.1 An Optimistic Origin for Naive Causal Theories of Attributions Psychology Third Year Graduate PSY G3 F NS NA Report Discussion of results section, Literature review section, Reference to sources
PSY.G3.06.1 Development of the Heteronormative Attitudes and Beliefs Scale Psychology Third Year Graduate PSY G3 F NS NA ResearchPaper Methodology section, Discussion of results section, Literature review section, Tables, graphs or figures, Reference to sources
PSY.G3.07.1 Walker Percy’s The Loss of the Creature Psychology Third Year Graduate PSY G3 M NS NA Report NA
PSY.G3.08.1 Sexual Harassment... Not so sexual Psychology Third Year Graduate PSY G3 F NS NA Essay Definitions, Discussion of results section, Literature review section, Reference to sources
SOC.G0.01.1 Ideology and the Transition to Democracy Sociology Final Year Undergraduate SOC G0 F NS NA Essay NA
SOC.G0.02.1 The Nature of Poverty Sociology Final Year Undergraduate SOC G0 F NS NA Critique NA
SOC.G0.02.2 Potential Causes of Suicide Sociology Final Year Undergraduate SOC G0 F NS NA ResearchPaper Tables, graphs or figures, Methodology section, Discussion of results section, Literature review section, Reference to sources
SOC.G0.03.1 Individual and Societal Determinants of Suicidal Behavior Sociology Final Year Undergraduate SOC G0 F NS NA ResearchPaper Abstract, Tables, graphs or figures, Methodology section, Discussion of results section, Literature review section, Reference to sources
SOC.G0.03.2 The Role of Gender in a Class Analysis of Poverty Sociology Final Year Undergraduate SOC G0 F NS NA Critique Reference to sources
SOC.G0.03.3 Spanish as a National Language of the United States Sociology Final Year Undergraduate SOC G0 F NS NA Essay Reference to sources
SOC.G0.03.4 Domestic Violence as a Social Problem: The Origins of its Construction and Implications for Future Institutional Response Sociology Final Year Undergraduate SOC G0 F NS NA Report Methodology section, Reference to sources
SOC.G0.04.1 How Reclaiming Solidarity Can Heal a Sick France: A Research Proposal Sociology Final Year Undergraduate SOC G0 F NS NA Proposal Methodology section, Problem-solution pattern, Reference to sources
SOC.G0.05.1 Critique of Gandhi Sociology Final Year Undergraduate SOC G0 F NS NA Essay Reference to sources
SOC.G0.05.2 The Economics of Poverty Sociology Final Year Undergraduate SOC G0 F NS NA Essay Reference to sources
SOC.G0.06.1 Race and the Frequency of Developing Type II Diabetes Sociology Final Year Undergraduate SOC G0 M NS NA Report Definitions, Problem-solution pattern, Discussion of results section
SOC.G0.07.1 Restrictive Covenants and their Role in the Rise of Residential Segregation in the US in the First Half of the 19th Century Sociology Final Year Undergraduate SOC G0 F NS NA Report Abstract, Reference to sources
SOC.G0.08.1 Coastal-Inland Inequalities in China Sociology Final Year Undergraduate SOC G0 F NS NA Report Reference to sources
SOC.G0.09.1 Agency and Laziness Sociology Final Year Undergraduate SOC G0 F NS NA Essay NA
SOC.G0.10.1 Book Review: The Second Shift by Arlie Russell Hochschild Sociology Final Year Undergraduate SOC G0 F NS NA Report NA
SOC.G0.11.1 Abortion in the 21st century Sociology Final Year Undergraduate SOC G0 F NS NA ResearchPaper Methodology section, Discussion of results section, Tables, graphs or figures
SOC.G0.11.2 Gender in Schools Sociology Final Year Undergraduate SOC G0 F NS NA Essay Reference to sources
SOC.G0.11.3 Gender Dialogue Sociology Final Year Undergraduate SOC G0 F NS NA Report NA
SOC.G0.12.1 Educational Autobiography in a Sociology Eye Sociology Final Year Undergraduate SOC G0 F NS NA CreativeWriting Reference to sources
SOC.G0.12.2 Research Paper on Tracking Sociology Final Year Undergraduate SOC G0 F NS NA Essay Reference to sources
SOC.G0.13.1 Thoughts on the 40 Year Old Virgin Sociology Final Year Undergraduate SOC G0 F NS NA Report Reference to sources
SOC.G0.13.2 Sociological Perspectives on Organ Donation Against the Backdrop of Various Religions Sociology Final Year Undergraduate SOC G0 F NS NA Report Reference to sources
SOC.G0.14.1 Urrea’s The Devil’s Highway Sociology Final Year Undergraduate SOC G0 M NS NA Report NA
SOC.G1.01.1 The Self and Other in Society Sociology First Year Graduate SOC G1 F NS NA Essay Definitions, Reference to sources
SOC.G1.01.2 Reconsidering the Black-White Binary: Where Do We Go from Here? Sociology First Year Graduate SOC G1 F NS NA Essay Definitions, Reference to sources
SOC.G1.02.1 Concepts of Polanyi, Adrent and Harbermas in a conceptual network of utilitarian and liberal social thoughts: Part 1 Sociology First Year Graduate SOC G1 F NNS Chinese Report Reference to sources
SOC.G1.02.2 Concepts of Polanyi, Adrent and Harbermas in a conceptual network of utilitarian and liberal social thoughts: Part 2 Sociology First Year Graduate SOC G1 F NNS Chinese Report Reference to sources
SOC.G1.03.1 Social Movements Literature Review Sociology First Year Graduate SOC G1 F NS NA Report Tables, graphs or figures, Literature review section, Reference to sources
SOC.G1.04.1 Freud and Heidegger Sociology First Year Graduate SOC G1 F NS NA Report Reference to sources
SOC.G1.05.1 Marx and Hobbes on Social Division, Historical Change, and the State Sociology First Year Graduate SOC G1 M NS NA Essay Definitions, Reference to sources
SOC.G1.05.2 Freud and Weber Sociology First Year Graduate SOC G1 M NS NA Report Reference to sources
SOC.G1.06.1 Thomas Hobbes and Thomas Malthus in Contrast Sociology First Year Graduate SOC G1 F NS NA Essay Reference to sources
SOC.G1.06.3 Karl Marx's Methods Sociology First Year Graduate SOC G1 F NS NA Report Reference to sources
SOC.G1.07.1 Women and Work Lit Review Sociology First Year Graduate SOC G1 F NS NA Report Discussion of results section, Reference to sources
SOC.G1.08.1 In what ways do spatial environments affect health? Sociology First Year Graduate SOC G1 F NS NA ResponsePaper NA
SOC.G1.08.2 Time Matters Sociology First Year Graduate SOC G1 F NS NA Proposal NA
SOC.G1.09.1 A Proposal: Studying Class in the Classroom Sociology First Year Graduate SOC G1 F NS NA Proposal Methodology section, Reference to sources
SOC.G1.10.1 Interpreting the Theoretical Origin of the Utilitarian, Liberalism and Marxism: Part 1 Sociology First Year Graduate SOC G1 F NNS Chinese Essay NA
SOC.G1.10.2 Interpreting the Social Theories on Power and Social Knowledge: Part 1 Sociology First Year Graduate SOC G1 F NNS Chinese Essay Reference to sources
SOC.G1.10.3 Stratification and Mobility of Chinese Peasant Workers Sociology First Year Graduate SOC G1 F NNS Chinese Proposal Methodology section, Tables, graphs or figures, Reference to sources
SOC.G1.10.4 The Role of Township and Village Enterprises Play on Income Inequality in Rural China Sociology First Year Graduate SOC G1 F NNS Chinese Proposal Reference to sources
SOC.G1.10.5 The Determinants of Attitudes toward Unhappy Marriages in Gansu, China Sociology First Year Graduate SOC G1 F NNS Chinese ResearchPaper Methodology section, Discussion of results section, Tables, graphs or figures
SOC.G1.10.6 Interpreting the Theoretical Origin of the Utilitarian, Liberalism and Marxism: Part 2 Sociology First Year Graduate SOC G1 F NNS Chinese Essay Reference to sources
SOC.G1.10.7 Interpreting the Social Theories on Power and Social Knowledge: Part 2 Sociology First Year Graduate SOC G1 F NNS Chinese Essay Reference to sources
SOC.G1.11.1 Hegel and Marx: Social division, social change, and the state Sociology First Year Graduate SOC G1 F NS NA Report Reference to sources
SOC.G1.11.2 Althusser: Ideology & Ideological State Apparatuses Sociology First Year Graduate SOC G1 F NS NA Report Reference to sources
SOC.G2.01.1 Teen Pregnancy Sociology Second Year Graduate SOC G2 F NS NA Report NA
SOC.G2.02.1 Towards an Economy of Desire Sociology Second Year Graduate SOC G2 M NS NA Report Reference to sources
SOC.G2.02.2 Reading Lovejoy's Reading of Rousseau's Discourse on Inequality Sociology Second Year Graduate SOC G2 M NS NA Essay Reference to sources
SOC.G2.03.1 Polanyi, Marshall, Somers and utilitarian and liberal theories: Part 1 Sociology Second Year Graduate SOC G2 F NS NA Report Reference to sources
SOC.G2.03.2 Hobbes’ Leviathan and Malthus’ An Essay on the Principle of Population Sociology Second Year Graduate SOC G2 F NS NA Essay Reference to sources
SOC.G2.03.3 Polanyi, Marshall, Somers and utilitarian and liberal theories: Part 2 Sociology Second Year Graduate SOC G2 F NS NA Report Reference to sources
SOC.G2.04.1 The Effects of Domestic Violence Prosecution on Families: A Literature Review and Research Proposal Sociology Second Year Graduate SOC G2 F NS NA Proposal Methodology section, Literature review section, Reference to sources
SOC.G2.05.1 Class Identity and Class Consciousness Sociology Second Year Graduate SOC G2 F NS NA Report Definitions
SOC.G3.01.1 Alienation of Workers: The Contemporary Japanese Working Class's Situation Sociology Third Year Graduate SOC G3 F NNS Japanese Report Problem-solution pattern, Reference to sources
SOC.G3.01.2 Rethinking the 'Cultural turn' in Class Formation Theory - To Be a Marxist or Not? Sociology Third Year Graduate SOC G3 F NNS Japanese Essay Reference to sources
SOC.G3.01.3 Rethinking Power in Marx Sociology Third Year Graduate SOC G3 F NNS Japanese Essay Reference to sources
SOC.G3.02.1 Hobbes, Durkheim, and Spencer: On the Emergence of a Supra-individual Realm Sociology Third Year Graduate SOC G3 F NNS Korean Critique Reference to sources
SOC.G3.03.1 The Modern State: Imagined or Real? Sociology Third Year Graduate SOC G3 M NNS Korean Essay Reference to sources
SOC.G3.04.1 Household Decision Making in Nepal: Attitudes Toward Gender Roles Sociology Third Year Graduate SOC G3 F NNS Nepali ResearchPaper Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
SOC.G3.05.1 Does Practice Makes Perfect Apply to Theory? A Look at Feminist Theory and Practice in the US Battered Women's Movement Sociology Third Year Graduate SOC G3 F NS NA Report Literature review section, Reference to sources
SOC.G3.05.2 Drunk Girls Are Easy: Binge-Drinking College Women's Engagement with the 'Slutty' Discourse and its Implications for Sexual Violence Sociology Third Year Graduate SOC G3 F NS NA ResearchPaper Abstract, Methodology section, Discussion of results section, Literature review section, Reference to sources
SOC.G3.06.1 Revolution: Never Obsolete Sociology Third Year Graduate SOC G3 M NNS Urdu Essay NA
SOC.G3.06.2 Marx and imperialism Sociology Third Year Graduate SOC G3 M NNS Urdu Report Reference to sources
SOC.G3.07.1 Better Late Than Never: Social Stratification and Higher Education Through the Life Course Sociology Third Year Graduate SOC G3 F NS NA ResearchPaper Discussion of results section, Abstract, Tables, graphs or figures, Literature review section, Reference to sources
SOC.G3.08.1 Do Other Femininity: Chinese Women and Professionalization in Engineering Sociology Third Year Graduate SOC G3 F NNS Mandarin ResearchPaper Abstract, Methodology section, Discussion of results section, Literature review section
SOC.G3.09.1 Rethinking Marx: Rethinking Race Sociology Third Year Graduate SOC G3 M NS NA Essay Reference to sources
SOC.G3.09.2 Rethinking Marx: Outline of a Theory of Needs Sociology Third Year Graduate SOC G3 M NS NA Essay Reference to sources
SOC.G3.10.1 Repression and the Emergence of the Bourgeois Self: The Social Origins of Neuroses Sociology Third Year Graduate SOC G3 F NNS Russian Report Definitions, Reference to sources
SOC.G3.10.2 Goffman and Butler: Two Complementary Approaches for Understanding a Queer Social Interaction Sociology Third Year Graduate SOC G3 F NNS Russian Report Reference to sources
SOC.G3.10.3 Emergence of the Supra-Individual Realm in Hobbes, Rousseau and Spencer Sociology Third Year Graduate SOC G3 F NNS Russian Critique NA
SOC.G3.11.1 Investor Activism on Climate Risk Disclosure Sociology Third Year Graduate SOC G3 F NS NA Proposal Reference to sources

Metadata in MICUSP

  • Metadata sometimes comes separately from the text
  • Unique document IDs are used to join the two together
micusp_corpus <- micusp_mini |>
  inner_join(micusp_meta, by = "doc_id")
doc_id text paper_title paper_discipline student_level discipline_cat level_cat student_gender speaker_status speaker_l1 paper_type paper_features
BIO.G0.02.1 Ernst Mayr once wrot... Host-Parasite Interactions: On the Presumed Sympatric Speciation of Vidua Biology Final Year Undergraduate BIO G0 M NS NA Report Tables, graphs or figures, Reference to sources
BIO.G0.03.1 The ability of a spe... Lab 3: Plant Competition Biology Final Year Undergraduate BIO G0 F NS NA ResearchPaper Discussion of results section, Tables, graphs or figures, Reference to sources
BIO.G0.06.1 Generally, females m... Global Reproductive Strategies of Tursiops and Stenella (Family Delphinidae) Biology Final Year Undergraduate BIO G0 F NS NA Report Tables, graphs or figures, Literature review section, Reference to sources
BIO.G0.12.1 In the field of plan... The Effect of Initial Carbon Dioxide Concentration on the Rate of Photosynthesis in the Aquatic Plant Elodea Biology Final Year Undergraduate BIO G0 F NS NA ResearchPaper Problem-solution pattern, Methodology section, Discussion of results section, Tables, graphs or figures, Reference to sources
BIO.G0.21.1 Parasites in nonhuma... Prevalence of Haemosporidians in Birds of Northern Michigan Biology Final Year Undergraduate BIO G0 F NS NA ResearchPaper Abstract, Tables, graphs or figures, Methodology section, Discussion of results section, Literature review section, Reference to sources
BIO.G0.25.1 Malaria is caused by... Malaria in the Twenty-first Century Biology Final Year Undergraduate BIO G0 F NS NA Report Definitions, Reference to sources

Metadata may be part of the filename!

Text types in COCA

The Corpus of Contemporary American English

doc_id text
fic_35 Bon Voyage The clubhouse had looked out ...
tvm_04 ... it's because we all came from the se...
web_28 rock layers trusted to entrap it. "Simpl...
spok_07 Live from Washington, Crossfire. On the ...
blog_39 the end of the wolrd would be decided to...
mag_19 THE HOTSHOT DIRECTOR // DO N'T BE AN ASS...
blog_21 It's already happened at Kentucky. It's ...
blog_02 or twice to nurse and some that want to ...
mag_17 A $95,000 coat Lives a fast and glamorou...
news_45 At a bar one night after an improv class...

Extracting metadata

sample_corpus$doc_id |>
  str_extract("^[a-z]+") |>
  unique()
[1] "acad" "blog" "fic"  "mag"  "news" "spok" "tvm"  "web" 

Know your data before you begin processing!

Raw text file from Project Gutenberg. Use a sample of your data to check your procedures

quanteda supports including metadata

Data frames of text can be turned into corpus objects with document variables:

library(quanteda)

sc <- corpus(sample_corpus)

doc_categories <- str_extract(sample_corpus$doc_id, "^[a-z]+")

docvars(sc, field = "text_type") <- doc_categories

This is based purely on ordering; be sure the vector of metadata is in the same order as the corpus!

Use summary() to get information on each text

sc |>
  summary() |>
  head(10) |>
  gt()
Text Types Tokens Sentences text_type
acad_01 842 2818 95 acad
acad_02 983 2845 88 acad
acad_03 968 2885 126 acad
acad_04 1017 2864 102 acad
acad_05 914 2837 109 acad
acad_06 1007 2813 86 acad
acad_07 663 2952 92 acad
acad_08 870 2830 118 acad
acad_09 980 2899 131 acad
acad_10 1118 2883 77 acad

Tokenizing texts

quanteda can tokenize texts:

sc_tokens <- tokens(sc, include_docvars = TRUE, remove_punct = TRUE,
                    remove_numbers = TRUE, remove_symbols = TRUE,
                    what = "word")

sc_tokens <- tokens_tolower(sc_tokens)

It can also handle multi-word expressions (MWEs):

sc_tokens <- tokens_compound(sc_tokens, pattern = phrase(multiword_expressions))

Multi-word expressions

MWE
agent provocateur
spina bifida
pot pourri
causes celebres
an awful lot
at long last
semper fidelis
anno domini
in extremis
kung fu

Tokenization determines the document-feature matrix

sc_dfm <- dfm(sc_tokens)
doc_id the and to of a in i that you is it for was on he with this be have not
acad_01 180 104 62 109 35 59 2 27 0 39 7 42 8 57 0 14 8 19 4 13
acad_02 277 68 56 93 49 70 0 20 0 12 17 16 28 16 0 10 10 10 11 6
acad_03 231 68 79 133 40 47 9 35 0 11 7 17 38 17 7 17 19 11 5 16
acad_04 200 74 59 118 37 60 5 23 0 5 18 20 48 18 1 16 7 16 7 10
acad_05 178 63 71 94 54 53 0 21 0 24 5 19 26 5 0 14 18 35 11 15
acad_06 195 85 75 114 50 60 0 33 0 30 18 23 2 18 0 21 8 24 5 10
acad_07 145 76 23 90 30 43 4 51 0 21 14 15 22 15 0 27 7 11 4 10
acad_08 148 67 95 82 68 44 1 20 6 48 8 34 5 11 3 9 15 17 7 11
acad_09 177 61 52 128 44 37 1 21 0 38 11 14 4 17 3 9 7 11 12 11
acad_10 158 49 63 107 51 55 4 37 0 31 12 13 3 9 11 9 15 11 10 4

The dfm can be turned into proportions

prop_dfm <- dfm_weight(sc_dfm, scheme = "prop")
doc_id the and to of a in i that you is it for was on with he this be have not
acad_01 0.073 0.042 0.025 0.044 0.014 0.024 0.001 0.011 0.000 0.016 0.003 0.017 0.003 0.023 0.006 0.000 0.003 0.008 0.002 0.005
acad_02 0.112 0.028 0.023 0.038 0.020 0.028 0.000 0.008 0.000 0.005 0.007 0.006 0.011 0.006 0.004 0.000 0.004 0.004 0.004 0.002
acad_03 0.095 0.028 0.033 0.055 0.016 0.019 0.004 0.014 0.000 0.005 0.003 0.007 0.016 0.007 0.007 0.003 0.008 0.005 0.002 0.007
acad_04 0.082 0.030 0.024 0.048 0.015 0.025 0.002 0.009 0.000 0.002 0.007 0.008 0.020 0.007 0.007 0.000 0.003 0.007 0.003 0.004
acad_05 0.074 0.026 0.030 0.039 0.023 0.022 0.000 0.009 0.000 0.010 0.002 0.008 0.011 0.002 0.006 0.000 0.008 0.015 0.005 0.006
acad_06 0.079 0.035 0.031 0.046 0.020 0.024 0.000 0.013 0.000 0.012 0.007 0.009 0.001 0.007 0.009 0.000 0.003 0.010 0.002 0.004
acad_07 0.064 0.033 0.010 0.040 0.013 0.019 0.002 0.022 0.000 0.009 0.006 0.007 0.010 0.007 0.012 0.000 0.003 0.005 0.002 0.004
acad_08 0.060 0.027 0.039 0.033 0.028 0.018 0.000 0.008 0.002 0.019 0.003 0.014 0.002 0.004 0.004 0.001 0.006 0.007 0.003 0.004
acad_09 0.072 0.025 0.021 0.052 0.018 0.015 0.000 0.009 0.000 0.015 0.004 0.006 0.002 0.007 0.004 0.001 0.003 0.004 0.005 0.004
acad_10 0.065 0.020 0.026 0.044 0.021 0.023 0.002 0.015 0.000 0.013 0.005 0.005 0.001 0.004 0.004 0.005 0.006 0.005 0.004 0.002

Frequency

Measures of frequency

  • Documents \(i = 1, \dots, n\)
  • Terms \(j = 1, \dots, p\)
  • Term frequency \(\tf_{ij}\): absolute frequency (count) of term \(j\) in document \(i\)
  • Term frequency in entire corpus \(\tf_j\): absolute frequency of term \(j\) in entire corpus

Normalized (relative) frequency: \[ f_{ij} = F \frac{\tf_{ij}}{\sum_j \tf_{ij}} \] where \(F\) is a normalizing factor (often 1,000,000 or 10,000)

Frequency across the corpus

Normalized frequency for a term \(j\) can also be computed across the entire corpus: \[ f_j = F \frac{\sum_i \tf_{ij}}{\sum_i \sum_j \tf_{ij}} \]

Example:

  • \(f_j = 10\) and \(F = 10,000\): word \(j\) is used 10 times per 10,000 words

Frequencies can have uncertainty

If our corpus is a sample of text/speech/language from a larger population, our normalized frequencies are estimates. Can model as: \[ \tf_{ij} \sim \operatorname{Binomial}\left( \sum_j \tf_{ij}, f_{ij} \right) \]

That is, words are drawn with a fixed proportion, and we want to estimate the proportion \(f_{ij}\) (or \(f_j\))

Frequencies can have uncertainty

Word frequencies are heavily influenced by document length

Word frequencies in longer texts

Word frequencies are heavily influenced by document length

Word frequencies in short tweets are zero-inflated

Histogram bin widths matter

  • We can start with the Freedman–Diaconis rule: \[h = 2 \frac{\text{IQR}(x)}{n^{1/3}}\]

  • For very skewed data, you may want to set the number of bins manually

[Lab task 1, distributions.qmd]

Dispersion

Frequency vs. dispersion

  • If \(f_j\) is big for word \(j\), is it because every document uses word \(j\) a lot, or because one document uses it 1,000 times?
  • Brezina calls this the “whelk problem”

In our corpus of AI-written text, Meta Llama 3 8B:

Shut up! Shut up! Shut up! How dare you! You are a disgrace! A disgrace! I hate you! I hate you! Deborah! Deborah! Deborah! Deborah! Deborah! Deborah! Deborah! Deborah! Deborah! Deborah! Deborah! Deborah! Deborah! Deborah! Deborah! Deborah! Deborah! Deborah! Deborah! Deborah! Deborah! Deborah! Deborah! Deborah! Deborah! Deborah! Deborah! Deborah! Deborah! Deborah! Deborah! Deborah! Deborah! Deborah! Deborah! Deborah! […]

Measuring dispersion

  • Dispersion measures the variation in the use of a word between documents in a corpus
  • “The” has low dispersion, but “Deborah” has high dispersion
  • Many possible measures:

\[\begin{align*} \text{SD}_j &= \sqrt{\frac{1}{n - 1} \sum_{i=1}^n (f_{ij} - f_j)^2} \\ \text{CV}_j &= \frac{\text{SD}_j}{f_j}. \end{align*}\]

Deviation of proportions

  • Deviation of proportions (DP) is useful when corpus parts are different sizes
  • Let \(n_i\) be the number of words/tokens in document \(i\)
  • Let \(N = \sum_i n_i\)

\[ \text{DP}_j = \frac{1}{2} \sum_{i=1}^n \left| \underbrace{\frac{\tf_{ij}}{\tf_j}}_\text{observed} - \underbrace{\frac{n_i}{N}}_\text{expected} \right| \]

  • When perfectly even, DP = 0; when only one document has the word, DP = 1

Reporting frequency and dispersion

Examples from Brezina, page 53:

  • The definitive article the is the most frequent word (type) in the BE06 corpus, occurring in the texts with the mean relative frequency of 51.64 per 1,000 (SD = 14.17).
  • Swear words are unequally distributed in the BNC64 corpus. For instance, &#@% occurs 123 times in only 14 out of 64 speaker samples, with DP = 0.85.

[Lab tasks 2 and 3, distributions.qmd]

Frequency distributions

Zipf’s law

Zipf’s law

Let \(f_{(j)}\) be the frequency of the \(j\)th most common word/token. Then

\[ f_{(j)} \propto \frac{1}{j} \] If we take logs, \[ \log(f_{(j)}) \propto - \log(j) \]