Training in progress, epoch 1

config.json

@@ -30,442 +30,210 @@
     "6": "Perform SWOT Analysis of Firm and its Competitors",
     "7": "Conduct Margin Analysis",
     "8": "Determine Discount Rate (WACC)",
-    "9": "Requests Sources",
-    "10": "Request to Alter Prior Output",
-    "11": "Model Provides Sources",
-    "12": "Estimate Terminal Value",
-    "13": "\"Where\" Questions",
-    "14": "Calculate Valuation Multiples",
-    "15": "Request for Declarative Knowledge",
-    "16": "Calculate Present Value of Cash Flows",
-    "17": "Sum Present Values of Cash Flows and TV",
-    "18": "Output Truncated",
-    "19": "Model Provides Excel",
-    "20": "User Requests Excel",
-    "21": "Questioning/Interrogating",
-    "22": "Request Model to Check for Errors",
-    "23": "Adjust for Net Debt",
-    "24": "Gather Data on Competitor Firms",
-    "25": "Determine Comparable Companies",
-    "26": "Gather Financial Data on Comparables",
-    "27": "Define Appropriate Valuation Multiples",
-    "28": "Comparable Companies Analysis",
-    "29": "Define Criteria for Comparable Companies",
-    "30": "Conduct Returns and Ratio Analysis",
-    "31": "Analyze and Compare Multiples",
-    "32": "Prepare Appendices",
-    "33": "Draft Valuation Report",
-    "34": "DATA COLLECTION",
-    "35": "Industry Analysis",
-    "36": "Comparable Mergers and Acquisitions Analysis",
-    "37": "Collect Comparable Transactions",
-    "38": "Adjust Multiples for Market and Company Specific Factors",
-    "39": "Apply Multiples to Target Company",
-    "40": "Perform Valuation",
-    "41": "Conduct Sensitivity Analysis",
-    "42": "Draft Executive Summary",
-    "43": "Define the Purpose of the Valuation (in Exec Summary)",
-    "44": "Write Methodology Section",
-    "45": "Write Financial and Industry Analysis Section",
-    "46": "Disucss Assumptions and Interpretations of Forecasted Financial Statements",
-    "47": "Disucss Combination and Reconciliation of Valuation Approaches",
-    "48": "Write Conclusions and Recommendations",
-    "49": "Write Summary of Valuation",
-    "50": "Provide Suggested Purchase Price",
-    "51": "Discuss Recomemndations",
-    "52": "Summarize Main Conclusions (In Exec Summary)",
-    "53": "Discuss and Interpret SWOT Analysis",
-    "54": "Discuss Industry Pricing, Input Cost History, and Projections",
-    "55": "Discuss Methodologies Used and Rationale (In Methods Section)",
-    "56": "Write Valuation Analysis Section",
-    "57": "\"How To\" Prompts",
-    "58": "Analysis of Risk of Technological Obsolescence",
-    "59": "Write About Comparable Companies Analysis",
-    "60": "Write About Comparable M&A Analysis",
-    "61": "Write About Discounted Cash Flow Analysis",
-    "62": "Example Provided",
-    "63": "Gather Data on the Macroeconomic Environment",
-    "64": "User Requests Example",
-    "65": "Discuss Assumptions Used for Forecasting Free Cash Flows",
-    "66": "Determining Valuation Method",
-    "67": "Discuss the Rationale for the Selected Valuation Multiples",
-    "68": "Discuss and Interpret Calculated Multiples for the Set of Comps",
-    "69": "FINANCIAL ANALYSIS",
-    "70": "Attempts to Sensemake",
-    "71": "Question About Model Capabilities",
-    "72": "Anthropomorphizing",
-    "73": "Total Task Prompt",
-    "74": "User Uploads Financial Statements",
-    "75": "User Provides Scenario",
-    "76": "Survey Customers",
-    "77": "Aggregate Into a Final Valuation Range",
-    "78": "Discuss Key Findings",
-    "79": "Discuss Criteria for Identifying Comparable Firms",
-    "80": "Discuss the Criteria for Identifying Comparable Transactions",
-    "81": "Model Suggests Next Steps",
-    "82": "Discuss and Interpret Margin Analysis",
-    "83": "Discuss and Interpret Historical and Current Capital Structure",
-    "84": "Breaking the Fourth Wall",
-    "85": "Breaking the Fourth Wall Response",
-    "86": "User Instructs to Provide Assumptions",
-    "87": "Discuss Methods for Calculating the Discount Rate",
-    "88": "User Accepts Model Suggestion",
-    "89": "User Ignores Model Suggestion",
-    "90": "User Requests Rationale",
-    "91": "Model Preempts User",
-    "92": "MODEL PREEMPTS USER",
-    "93": "MODEL PROVIDES UPDATES",
-    "94": "User Rejects Model Suggestion",
-    "95": "User Doubt",
-    "96": "Attempt to Validate with Third Party Information",
-    "97": "Model Provides Financial Modeling Recommendations",
-    "98": "User Provides Link",
-    "99": "Model Provides Two Options for Next Steps",
-    "100": "Discuss Scenario Analysis Assumptions and Output",
-    "101": "Discuss Method and Rationale for Estimating the Terminal Value",
-    "102": "Attempt to Improve Prior Outputs",
-    "103": "Discuss Adjustments Made for Net Dept",
-    "104": "Model Asesses Implications",
-    "105": "Discuss Context and Background (in Introduction)",
-    "106": "Discuss Identified Comparable Transactions",
-    "107": "User Provides Data from Third Party Resource",
-    "108": "Discuss and Interpret the Initial Valuation After Applying Multiples",
-    "109": "Model Provides Links",
-    "110": "Define the criteria for comparable transactions",
-    "111": "User Solicit Model Decision",
-    "112": "Exploring Alternative Valuation Methodologies",
-    "113": "Model Mishap",
-    "114": "MODEL CONFIRMS CAPABILITIES",
-    "115": "Anthropomorphizing RESPONSE",
-    "116": "USER TAKES BREAK",
-    "117": "USER TAKES BREAK RESPONSE",
-    "118": "MODEL MEMORY UPDATE",
-    "119": "EXPLORING ALTERNATIVE SCENARIOS",
-    "120": "USER DIRECTS MODEL TO MAKE ASSUMPTIONS",
-    "121": "USER REQUESTS MODEL TO CONTINUE",
-    "122": "USER REQUEST MODEL CALCULATIONS",
-    "123": "USER TRUNCATES MODEL RESPONSE",
-    "124": "USER PROVIDES SCREENSHOT",
-    "125": "USER NOTES MODEL ERROR",
-    "126": "USER REQUESTS SUMMARY",
-    "127": "MODEL PROVIDES EXAMPLE",
-    "128": "USER CORRECTS MODEL BEHAVIOR",
-    "129": "Include Supporting Charts and Graphs",
-    "130": "ATTEMPT TO IMPROVE MODEL OUTPUTS",
-    "131": "USER SOLICITS SUGGESTIONS",
-    "132": "Discuss Adjustments Made to Multiples and Provide Rationale",
-    "133": "USER REQUESTS SUMMARY OF CHAT",
-    "134": "Discuss and Interpret Returns and Ratio Analysis",
-    "135": "Discuss the Risk of Technological Obsolescence",
-    "136": "Discuss Industry Shipping Practices",
-    "137": "Examination of Contingencies, Environmental Liabilities, Legacy Laibilities, Legal Matters, Owenership Structure Issues, Labor Union, and Tax Matters",
-    "138": "Compile all valuation results",
-    "139": "Discuss Aggregated Outputs from Each Methodology and Interpret Outputs",
-    "140": "Discuss and Interpret the Final Valuation Range",
-    "141": "Discuss Scope of Report (in Introduction)",
-    "142": "Discuss Data Sources (in Methods Section)",
-    "143": "Analysis of Industry Shipping Practices",
-    "144": "Discuss Comparable Firms Identified",
-    "145": "Discuss the Rationale for Selected Valuation Multiples",
-    "146": "Write Introduction",
-    "147": "Discuss All Adjustments Made to Multiples and Provide a Rationale",
-    "148": "AGGREGATED VALUATION",
-    "149": "Review and compare outputs",
-    "150": "Assess Method Suitability and Reliability",
-    "151": "Assess the Suitability and Reliability of Each Method",
-    "152": "USER PROVIDES MODEL PERSONA",
-    "153": "MODEL ASSUMES PERSONA",
-    "154": "Adjust Variables for Risk and Anticipated Growth",
-    "155": "MODEL SOLICITS USER INPUT",
-    "156": "MODEL SIMULATES ANALYSIS",
-    "157": "MODEL STRONGLY SUGGESTS NEXT STEPS",
-    "158": "Reconcile Differences",
-    "159": "Discuss and Interpret Significant Differences in Outputs Among Different Methods",
-    "160": "INSTRUCT TO ASK QUESTIONS",
-    "161": "MODEL USES PLACEHOLDER DATA",
-    "162": "Include Detailed Financial Data",
-    "163": "Include Methodology Documentation",
-    "164": "MODEL DELEGATES TO USER",
-    "165": "MODEL ENCOUNTERS TECHNICAL ISSUE",
-    "166": "OTHER",
-    "167": "USER REQUEST EXPORT TO WORD",
-    "168": "MODEL PROVIDES DECLARATIVE INFORMATION",
-    "169": "MODEL EXTRACTING DATA",
-    "170": "USER PROVIDES EXAMPLE",
-    "171": "USER UPLOADS INDUSTRY REPORTS",
-    "172": "MODEL INSTRUCTS USER",
-    "173": "Document Details of DCF Analysis",
-    "174": "USER PROVIDES COMPARABLE FIRMS",
-    "175": "USER PROVIDES EXCEL",
-    "176": "USER REQUESTS EXPORT TO PDF",
-    "177": "NO MODEL RESPONSE",
-    "178": "Analysis of Supplier and Customer Relationships",
-    "179": "USER REQUESTS TEMPLATE",
-    "180": "Include Market and Industry Data",
-    "181": "USER PROVIDES OWN FINANCIAL DATA",
-    "182": "DATA EXTRACTION ISSUES",
-    "183": "Define Industry Boundaries",
-    "184": "USER REQUESTS MODEL INTERPRETATION",
-    "185": "USER ASSIGNED ROLE TO MODEL",
-    "186": "MODEL DECOMPOSES - PARTIAL",
-    "187": "MODEL DIRECTS USER TO EXTERNAL RESOURCES",
-    "188": "Analysis of Intellectual Property and Brand Valuation",
-    "189": "USER REQUESTS OUTLINE",
-    "190": "Include Valuation Calculations",
-    "191": "Include Sensitivity Analysis",
-    "192": "Include Legal and Regulatory Information",
-    "193": "USER PROVIDES BACKGROUND INFORMATION",
-    "194": "MODEL EXTRACTS USER-MADE ANALYSIS",
-    "195": "USER PROVIDES PARTICIPANT INSTRUCTIONS",
-    "196": "USER REQUEST DATA EXTRACTION",
-    "197": "USER UPLOADS DRAFT",
-    "198": "MODEL SUGGESTS AND PROCEEDS WITH NEXT STEPS",
-    "199": "MODEL PROVIDES DOCUMENT",
-    "200": "MODEL PROVIDES SUMMAR",
-    "201": "MODEL DECLINES REQUEST",
-    "202": "MODEL CONFIRMS UNDERSTANDING",
-    "203": "USER PROVIDES PARTIAL DECOMPOSITION",
-    "204": "USER PROVIDES DECOMPOSITION",
-    "205": "USER REATTEMPT",
-    "206": "USER ASKS WHAT MODEL NEEDS",
-    "207": "MODEL REQUESTS INFO",
-    "208": "USER ACCOMODATES MODEL REQUEST",
-    "209": "MODEL PROVIDES PROCESS INFORMATION",
-    "210": "USER REQUESTS MODEL TO REDO",
-    "211": "USER INSTRUCTS TO SEARCH INTERNET",
-    "212": "MODEL PROVIDES CALCULATIONS",
-    "213": "USER ERROR",
-    "214": "MODEL DIRECTS USER TO EXTRACT DATA",
-    "215": "USER REQUESTS EXPLAINATION",
-    "216": "MODEL PROVIDES EXPLAINATION",
-    "217": "USER INSTRUCTS MODEL TO REVIEW CHAT",
-    "218": "MODEL PROVIDES INTERPRETATION",
-    "219": "MODEL PROVIDES OUTLINE"
+    "9": "Estimate Terminal Value",
+    "10": "Calculate Valuation Multiples",
+    "11": "Calculate Present Value of Cash Flows",
+    "12": "Sum Present Values of Cash Flows and TV",
+    "13": "Adjust for Net Debt",
+    "14": "Gather Data on Competitor Firms",
+    "15": "Determine Comparable Companies",
+    "16": "Gather Financial Data on Comparables",
+    "17": "Define Appropriate Valuation Multiples",
+    "18": "Comparable Companies Analysis",
+    "19": "Define Criteria for Comparable Companies",
+    "20": "Conduct Returns and Ratio Analysis",
+    "21": "Analyze and Compare Multiples",
+    "22": "Prepare Appendices",
+    "23": "Draft Valuation Report",
+    "24": "DATA COLLECTION",
+    "25": "Industry Analysis",
+    "26": "Comparable Mergers and Acquisitions Analysis",
+    "27": "Collect Comparable Transactions",
+    "28": "Adjust Multiples for Market and Company Specific Factors",
+    "29": "Apply Multiples to Target Company",
+    "30": "Perform Valuation",
+    "31": "Conduct Sensitivity Analysis",
+    "32": "Draft Executive Summary",
+    "33": "Define the Purpose of the Valuation (in Exec Summary)",
+    "34": "Write Methodology Section",
+    "35": "Write Financial and Industry Analysis Section",
+    "36": "Disucss Assumptions and Interpretations of Forecasted Financial Statements",
+    "37": "Disucss Combination and Reconciliation of Valuation Approaches",
+    "38": "Write Conclusions and Recommendations",
+    "39": "Write Summary of Valuation",
+    "40": "Provide Suggested Purchase Price",
+    "41": "Discuss Recomemndations",
+    "42": "Summarize Main Conclusions (In Exec Summary)",
+    "43": "Discuss and Interpret SWOT Analysis",
+    "44": "Discuss Industry Pricing, Input Cost History, and Projections",
+    "45": "Discuss Methodologies Used and Rationale (In Methods Section)",
+    "46": "Write Valuation Analysis Section",
+    "47": "Analysis of Risk of Technological Obsolescence",
+    "48": "Write About Comparable Companies Analysis",
+    "49": "Write About Comparable M&A Analysis",
+    "50": "Write About Discounted Cash Flow Analysis",
+    "51": "Gather Data on the Macroeconomic Environment",
+    "52": "Discuss Assumptions Used for Forecasting Free Cash Flows",
+    "53": "Discuss the Rationale for the Selected Valuation Multiples",
+    "54": "Discuss and Interpret Calculated Multiples for the Set of Comps",
+    "55": "FINANCIAL ANALYSIS",
+    "56": "Survey Customers",
+    "57": "Aggregate Into a Final Valuation Range",
+    "58": "Discuss Key Findings",
+    "59": "Discuss Criteria for Identifying Comparable Firms",
+    "60": "Discuss the Criteria for Identifying Comparable Transactions",
+    "61": "Discuss and Interpret Margin Analysis",
+    "62": "Discuss and Interpret Historical and Current Capital Structure",
+    "63": "Discuss Methods for Calculating the Discount Rate",
+    "64": "Discuss Scenario Analysis Assumptions and Output",
+    "65": "Discuss Method and Rationale for Estimating the Terminal Value",
+    "66": "Discuss Adjustments Made for Net Dept",
+    "67": "Discuss Context and Background (in Introduction)",
+    "68": "Discuss Identified Comparable Transactions",
+    "69": "Discuss and Interpret the Initial Valuation After Applying Multiples",
+    "70": "Define the criteria for comparable transactions",
+    "71": "Include Supporting Charts and Graphs",
+    "72": "Discuss Adjustments Made to Multiples and Provide Rationale",
+    "73": "Discuss and Interpret Returns and Ratio Analysis",
+    "74": "Discuss the Risk of Technological Obsolescence",
+    "75": "Discuss Industry Shipping Practices",
+    "76": "Examination of Contingencies, Environmental Liabilities, Legacy Laibilities, Legal Matters, Owenership Structure Issues, Labor Union, and Tax Matters",
+    "77": "Compile all valuation results",
+    "78": "Discuss Aggregated Outputs from Each Methodology and Interpret Outputs",
+    "79": "Discuss and Interpret the Final Valuation Range",
+    "80": "Discuss Scope of Report (in Introduction)",
+    "81": "Discuss Data Sources (in Methods Section)",
+    "82": "Analysis of Industry Shipping Practices",
+    "83": "Discuss Comparable Firms Identified",
+    "84": "Discuss the Rationale for Selected Valuation Multiples",
+    "85": "Write Introduction",
+    "86": "Discuss All Adjustments Made to Multiples and Provide a Rationale",
+    "87": "AGGREGATED VALUATION",
+    "88": "Review and compare outputs",
+    "89": "Assess Method Suitability and Reliability",
+    "90": "Assess the Suitability and Reliability of Each Method",
+    "91": "Adjust Variables for Risk and Anticipated Growth",
+    "92": "Reconcile Differences",
+    "93": "Discuss and Interpret Significant Differences in Outputs Among Different Methods",
+    "94": "Include Detailed Financial Data",
+    "95": "Include Methodology Documentation",
+    "96": "Document Details of DCF Analysis",
+    "97": "Analysis of Supplier and Customer Relationships",
+    "98": "Include Market and Industry Data",
+    "99": "Define Industry Boundaries",
+    "100": "Analysis of Intellectual Property and Brand Valuation",
+    "101": "Include Valuation Calculations",
+    "102": "Include Sensitivity Analysis",
+    "103": "Include Legal and Regulatory Information"
   },
   "initializer_cutoff_factor": 2.0,
   "initializer_range": 0.02,
   "intermediate_size": 1152,
   "label2id": {
-    "\"How To\" Prompts": 57,
-    "\"Where\" Questions": 13,
-    "AGGREGATED VALUATION": 148,
-    "ATTEMPT TO IMPROVE MODEL OUTPUTS": 130,
-    "Adjust Multiples for Market and Company Specific Factors": 38,
-    "Adjust Variables for Risk and Anticipated Growth": 154,
-    "Adjust for Net Debt": 23,
-    "Aggregate Into a Final Valuation Range": 77,
-    "Analysis of Industry Shipping Practices": 143,
-    "Analysis of Intellectual Property and Brand Valuation": 188,
-    "Analysis of Risk of Technological Obsolescence": 58,
-    "Analysis of Supplier and Customer Relationships": 178,
-    "Analyze and Compare Multiples": 31,
-    "Anthropomorphizing": 72,
-    "Anthropomorphizing RESPONSE": 115,
-    "Apply Multiples to Target Company": 39,
-    "Assess Method Suitability and Reliability": 150,
-    "Assess the Suitability and Reliability of Each Method": 151,
-    "Attempt to Improve Prior Outputs": 102,
-    "Attempt to Validate with Third Party Information": 96,
-    "Attempts to Sensemake": 70,
-    "Breaking the Fourth Wall": 84,
-    "Breaking the Fourth Wall Response": 85,
-    "Calculate Present Value of Cash Flows": 16,
-    "Calculate Valuation Multiples": 14,
-    "Collect Comparable Transactions": 37,
-    "Comparable Companies Analysis": 28,
-    "Comparable Mergers and Acquisitions Analysis": 36,
-    "Compile all valuation results": 138,
+    "AGGREGATED VALUATION": 87,
+    "Adjust Multiples for Market and Company Specific Factors": 28,
+    "Adjust Variables for Risk and Anticipated Growth": 91,
+    "Adjust for Net Debt": 13,
+    "Aggregate Into a Final Valuation Range": 57,
+    "Analysis of Industry Shipping Practices": 82,
+    "Analysis of Intellectual Property and Brand Valuation": 100,
+    "Analysis of Risk of Technological Obsolescence": 47,
+    "Analysis of Supplier and Customer Relationships": 97,
+    "Analyze and Compare Multiples": 21,
+    "Apply Multiples to Target Company": 29,
+    "Assess Method Suitability and Reliability": 89,
+    "Assess the Suitability and Reliability of Each Method": 90,
+    "Calculate Present Value of Cash Flows": 11,
+    "Calculate Valuation Multiples": 10,
+    "Collect Comparable Transactions": 27,
+    "Comparable Companies Analysis": 18,
+    "Comparable Mergers and Acquisitions Analysis": 26,
+    "Compile all valuation results": 77,
     "Conduct Margin Analysis": 7,
-    "Conduct Returns and Ratio Analysis": 30,
-    "Conduct Sensitivity Analysis": 41,
-    "DATA COLLECTION": 34,
-    "DATA EXTRACTION ISSUES": 182,
-    "Define Appropriate Valuation Multiples": 27,
-    "Define Criteria for Comparable Companies": 29,
-    "Define Industry Boundaries": 183,
-    "Define the Purpose of the Valuation (in Exec Summary)": 43,
-    "Define the criteria for comparable transactions": 110,
-    "Determine Comparable Companies": 25,
+    "Conduct Returns and Ratio Analysis": 20,
+    "Conduct Sensitivity Analysis": 31,
+    "DATA COLLECTION": 24,
+    "Define Appropriate Valuation Multiples": 17,
+    "Define Criteria for Comparable Companies": 19,
+    "Define Industry Boundaries": 99,
+    "Define the Purpose of the Valuation (in Exec Summary)": 33,
+    "Define the criteria for comparable transactions": 70,
+    "Determine Comparable Companies": 15,
     "Determine Discount Rate (WACC)": 8,
-    "Determining Valuation Method": 66,
     "Discounted Cash Flows Analysis": 0,
-    "Discuss Adjustments Made for Net Dept": 103,
-    "Discuss Adjustments Made to Multiples and Provide Rationale": 132,
-    "Discuss Aggregated Outputs from Each Methodology and Interpret Outputs": 139,
-    "Discuss All Adjustments Made to Multiples and Provide a Rationale": 147,
-    "Discuss Assumptions Used for Forecasting Free Cash Flows": 65,
-    "Discuss Comparable Firms Identified": 144,
-    "Discuss Context and Background (in Introduction)": 105,
-    "Discuss Criteria for Identifying Comparable Firms": 79,
-    "Discuss Data Sources (in Methods Section)": 142,
-    "Discuss Identified Comparable Transactions": 106,
-    "Discuss Industry Pricing, Input Cost History, and Projections": 54,
-    "Discuss Industry Shipping Practices": 136,
-    "Discuss Key Findings": 78,
-    "Discuss Method and Rationale for Estimating the Terminal Value": 101,
-    "Discuss Methodologies Used and Rationale (In Methods Section)": 55,
-    "Discuss Methods for Calculating the Discount Rate": 87,
-    "Discuss Recomemndations": 51,
-    "Discuss Scenario Analysis Assumptions and Output": 100,
-    "Discuss Scope of Report (in Introduction)": 141,
-    "Discuss and Interpret Calculated Multiples for the Set of Comps": 68,
-    "Discuss and Interpret Historical and Current Capital Structure": 83,
-    "Discuss and Interpret Margin Analysis": 82,
-    "Discuss and Interpret Returns and Ratio Analysis": 134,
-    "Discuss and Interpret SWOT Analysis": 53,
-    "Discuss and Interpret Significant Differences in Outputs Among Different Methods": 159,
-    "Discuss and Interpret the Final Valuation Range": 140,
-    "Discuss and Interpret the Initial Valuation After Applying Multiples": 108,
-    "Discuss the Criteria for Identifying Comparable Transactions": 80,
-    "Discuss the Rationale for Selected Valuation Multiples": 145,
-    "Discuss the Rationale for the Selected Valuation Multiples": 67,
-    "Discuss the Risk of Technological Obsolescence": 135,
-    "Disucss Assumptions and Interpretations of Forecasted Financial Statements": 46,
-    "Disucss Combination and Reconciliation of Valuation Approaches": 47,
-    "Document Details of DCF Analysis": 173,
-    "Draft Executive Summary": 42,
-    "Draft Valuation Report": 33,
-    "EXPLORING ALTERNATIVE SCENARIOS": 119,
-    "Estimate Terminal Value": 12,
-    "Examination of Contingencies, Environmental Liabilities, Legacy Laibilities, Legal Matters, Owenership Structure Issues, Labor Union, and Tax Matters": 137,
-    "Example Provided": 62,
-    "Exploring Alternative Valuation Methodologies": 112,
-    "FINANCIAL ANALYSIS": 69,
+    "Discuss Adjustments Made for Net Dept": 66,
+    "Discuss Adjustments Made to Multiples and Provide Rationale": 72,
+    "Discuss Aggregated Outputs from Each Methodology and Interpret Outputs": 78,
+    "Discuss All Adjustments Made to Multiples and Provide a Rationale": 86,
+    "Discuss Assumptions Used for Forecasting Free Cash Flows": 52,
+    "Discuss Comparable Firms Identified": 83,
+    "Discuss Context and Background (in Introduction)": 67,
+    "Discuss Criteria for Identifying Comparable Firms": 59,
+    "Discuss Data Sources (in Methods Section)": 81,
+    "Discuss Identified Comparable Transactions": 68,
+    "Discuss Industry Pricing, Input Cost History, and Projections": 44,
+    "Discuss Industry Shipping Practices": 75,
+    "Discuss Key Findings": 58,
+    "Discuss Method and Rationale for Estimating the Terminal Value": 65,
+    "Discuss Methodologies Used and Rationale (In Methods Section)": 45,
+    "Discuss Methods for Calculating the Discount Rate": 63,
+    "Discuss Recomemndations": 41,
+    "Discuss Scenario Analysis Assumptions and Output": 64,
+    "Discuss Scope of Report (in Introduction)": 80,
+    "Discuss and Interpret Calculated Multiples for the Set of Comps": 54,
+    "Discuss and Interpret Historical and Current Capital Structure": 62,
+    "Discuss and Interpret Margin Analysis": 61,
+    "Discuss and Interpret Returns and Ratio Analysis": 73,
+    "Discuss and Interpret SWOT Analysis": 43,
+    "Discuss and Interpret Significant Differences in Outputs Among Different Methods": 93,
+    "Discuss and Interpret the Final Valuation Range": 79,
+    "Discuss and Interpret the Initial Valuation After Applying Multiples": 69,
+    "Discuss the Criteria for Identifying Comparable Transactions": 60,
+    "Discuss the Rationale for Selected Valuation Multiples": 84,
+    "Discuss the Rationale for the Selected Valuation Multiples": 53,
+    "Discuss the Risk of Technological Obsolescence": 74,
+    "Disucss Assumptions and Interpretations of Forecasted Financial Statements": 36,
+    "Disucss Combination and Reconciliation of Valuation Approaches": 37,
+    "Document Details of DCF Analysis": 96,
+    "Draft Executive Summary": 32,
+    "Draft Valuation Report": 23,
+    "Estimate Terminal Value": 9,
+    "Examination of Contingencies, Environmental Liabilities, Legacy Laibilities, Legal Matters, Owenership Structure Issues, Labor Union, and Tax Matters": 76,
+    "FINANCIAL ANALYSIS": 55,
     "Forecast Free Cash Flows for Next 5-10 Years": 2,
-    "Gather Data on Competitor Firms": 24,
-    "Gather Data on the Macroeconomic Environment": 63,
-    "Gather Financial Data on Comparables": 26,
+    "Gather Data on Competitor Firms": 14,
+    "Gather Data on the Macroeconomic Environment": 51,
+    "Gather Financial Data on Comparables": 16,
     "Gather Market and Industry Data": 5,
-    "INSTRUCT TO ASK QUESTIONS": 160,
-    "Include Detailed Financial Data": 162,
-    "Include Legal and Regulatory Information": 192,
-    "Include Market and Industry Data": 180,
-    "Include Methodology Documentation": 163,
-    "Include Sensitivity Analysis": 191,
-    "Include Supporting Charts and Graphs": 129,
-    "Include Valuation Calculations": 190,
-    "Industry Analysis": 35,
+    "Include Detailed Financial Data": 94,
+    "Include Legal and Regulatory Information": 103,
+    "Include Market and Industry Data": 98,
+    "Include Methodology Documentation": 95,
+    "Include Sensitivity Analysis": 102,
+    "Include Supporting Charts and Graphs": 71,
+    "Include Valuation Calculations": 101,
+    "Industry Analysis": 25,
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