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Logical checks and errors

OR function: flag a support ticket when either trigger applies

Escalate a ticket if a service is down or if its response age exceeds 24 hours. Check all four truth-table cases and exact threshold equality.

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Clinical Pharmacokinetics & Biopharmaceutics

Oral Bateman PK: t_max, C_max & Bioavailability Formula

Calculate dose-normalized Absolute Bioavailability F, Harry Bateman’s oral peak time t_max = LN(k_a / k_el) / (k_a - k_el), peak plasma concentration C_max, and flip-flop kinetics flags.

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Healthcare & Clinical Formulas

ORBIT Bleeding Risk Score for Atrial Fibrillation Anticoagulation

Calculate Emily O’Brien’s 5-factor ORBIT-AF major bleeding score (0–7: Anemia +2, Bleeding history +2, Age >=75 +1, eGFR <60 +1, Antiplatelet therapy +1) across DOAC and warfarin anticoagulation.

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Engineering

Orbital velocity, escape velocity & Kepler's 3rd Law satellite period formulas

Calculate circular orbital speed SQRT(mu/r), local escape speed SQRT(2*mu/r), and orbital period in minutes from gravitational parameter mu and altitude.

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Statistical

Ordinary Least Squares Slope, Intercept, R-Squared, and Standard Error (LINEST Diagnostics)

Build labeled, self-documenting regression diagnostics—slope, intercept, R^2, residual standard error SE_y, and slope standard error SE_b—using SLOPE, INTERCEPT, CORREL, and VAR_S.

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Thermodynamics, Geothermal Power & Industrial Waste-Heat Recovery

Organic Rankine Cycle (ORC) Back-Work & Net Power Formula

Calculate Organic Rankine Cycle (ORC) Working-Fluid Mass Flow (kg/s), Organic Feed-Pump Back-Work Ratio (%), Net Electrical Output (kWe), and Net Thermal Efficiency (%).

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International Macroeconomics & Sovereign Risk

Original Sin & Currency Mismatch Debt Shock Formula

Calculate post-depreciation sovereign Debt-to-GDP valuation jump d_1 = d_0*(1 + alpha_fx * Delta_S)/(1 + g_y) under Eichengreen-Hausmann "Original Sin" and Goldstein-Turner Net FX Debt / Exports mismatch.

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Quantitative Finance & Time-Series Econometrics

Ornstein-Uhlenbeck AR(1) Half-Life & Spread Z-Score

Convert discrete AR(1) persistence phi in (0, 1) into continuous Ornstein-Uhlenbeck speed kappa = -LN(phi), exact half-life -LN(2) / LN(phi), and stationary spread volatility sigma_e / SQRT(1 - phi^2).

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Financial

Ornstein-Uhlenbeck conditional mean, half-life and uncertainty formulas

Calculate conditional expectation and dispersion under a constant-parameter mean-reverting model, with consistent time units and validated parameters.

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Math

Osmolality and water-deficit formulas: a fictional spreadsheet exercise

Practice units, arithmetic and input checks with fictional laboratory values. Results are educational calculations, not diagnoses or fluid-treatment instructions.

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Econometrics & Omitted-Variable Sensitivity

Oster Coefficient Stability Delta and Bias-Adjusted Beta Formula

Audit omitted-variable bias in Excel and Arte Sheets using Emily Oster’s (2019) R-squared-scaled bias-adjusted beta_star and breakdown proportionality delta_zero.

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Fertilizer & Industrial Chemical Manufacturing, Ostwald Nitric Acid

Ostwald Nitric Acid Pt-Rh Gauze Selectivity & Yield Formula

Calculate 100%-Basis Pure HNO3 Produced (t/d), Commercial Weak Nitric Acid Output (t/d), Effective Acid-to-Ammonia Mass Gain Ratio, and Unselective N2/N2O Nitrogen Loss (kmol N/d).

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Healthcare & Clinical

Ottawa Ankle & Foot Rules: Evidence-Based Radiograph (X-Ray) Triage Formula

Determine whether ankle series and/or foot series radiographs are clinically indicated after acute blunt ankle trauma using Stiell's ~98–99% sensitive Ottawa Ankle and Midfoot Rules.

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Healthcare & Clinical

Ottawa Knee Rule Acute Fracture X-Ray Decision Formula

Apply Ian Stiell’s validated 5-item Ottawa Knee Rule (Age >= 55, isolated patellar tenderness, fibular head tenderness, inability to flex knee to 90°, inability to bear weight 4 steps) to rule out knee fracture without X-rays.

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Engineering

Otto & Diesel Cycle Thermal Efficiency formulas (Compression & Cutoff Ratio)

Calculate air-standard spark-ignition Otto efficiency 1 - 1 / r^(gamma - 1) and compression-ignition Diesel efficiency from compression ratio r, cutoff rc, and gamma.

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Environmental Science, Ecology & Hydrology

Oudin (2005) Potential Evapotranspiration (PET) Formula: Extraterrestrial R_a & Temperature

Calculate daily watershed Potential Evapotranspiration PET (mm/day) for lumped and distributed rainfall-runoff models (GR4J, HBV, SWAT) using Ludovic Oudin et al.’s (2005) parsimonious 308-catchment radiation-temperature law.

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Revenue Management & Hospitality Analytics

Overbooking Critical Fractile & Booking Limit Formula

Balance empty-seat spoilage c_u against denied-boarding bump compensation c_o via the Critical Fractile CF = c_u/(c_u + c_o) to set optimal flight and hotel overbooking limits.

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Statistical & Psychometrics

PABAK (Prevalence-Adjusted Bias-Adjusted Kappa), PI & BI Formula

Report Ted Byrt’s (1993) clinical diagnostic trio—PABAK = 2 * p_o - 1, Prevalence Index PI = |a - d| / N, and Bias Index BI = |b - c| / N—on 2×2 observer reliability studies.

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Text

Pad text and amounts into an illustrative fixed-width record

Build a 12-character name and eight-digit cents field, with an explicit amount-overflow guard.

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Text & String Manipulation

Pad Text with Spaces or Zeros for Fixed-Width Exports (REPT + Overflow Guard)

Build exact N-character fixed-width ACH, EDI, and banking record fields by right-padding text with spaces and left-padding numeric IDs with zeros—safely clamping strings that exceed field width.

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Text

Pad Week & Fiscal Period Numbers with Leading Zeros ("2026-W04")

Build fixed-width week and fiscal-period codes with RIGHT, validate integers before padding, and distinguish ISO week-year labels from fiscal periods.

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Healthcare & Clinical

Padua Medical Inpatient VTE Score & Khorana Ambulatory Cancer VTE Score

Calculate the Khorana Chemotherapy VTE Score (0–6 points across cancer site, platelets >= 350k, Hb < 10/ESA, WBC > 11k, BMI >= 35) and compare with the Padua >= 4 medical inpatient VTE threshold.

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Nonparametric Statistics

Page’s L Trend Test Formula for Ordered Treatments in Blocked Ranks

Detect monotonic dose-response or learning-curve trends across blocked repeated-measures ranks using Page’s (1963) weighted rank sum L = SUM(j * R_j) and directional Z_L score.

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Financial Modeling

Pain Index & Pain Ratio: Measuring Drawdown Depth AND Time Under Water

Compute the Zephyr Pain Index—the average percentage drawdown from running high-water mark across every period—and Pain Ratio (R_p - R_f) / Pain_Index to penalize stalled recoveries.

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Engineering

Paint calculator formula: net wall square footage, coats & whole gallons

Estimate interior/exterior paint gallons by subtracting door and window openings from room perimeter × height, multiplying by coats, and rounding up.

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Operations Research & Service Parts Logistics

Palm’s Theorem (S-1, S) Spare-Parts Base-Stock Formula

Size repairable spare-parts base stock S using Palm’s Theorem Poisson pipeline mean mu_p = lambda * T_rep, exact Fill Rate P(X <= S - 1), and Expected Backorders EBO(S).

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Financial & Accounting

Palma Ratio Formula: Top 10% to Bottom 40% National Income Share & Middle-50% Check

Calculate the OECD/UNDP Palma inequality ratio S_Top10 / S_Bottom40 and verify José Gabriel Palma’s "homogeneous middle" share S_Deciles_5_to_9 = 100 - S_Top10 - S_Bottom40 (~50% across nations).

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Engineering

Palmgren-Miner damage index and a Basquin S-N life example

Sum cycle ratios in a linear fatigue model and explore a separate Basquin cycle-life calculation with an explicit reversals convention.

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Charts & Visual Data

Panel Chart (Small Multiples) Formula: Vertical Lane Offset & Base-100 Index

Separate tangled spaghetti line charts into clean Small-Multiples lanes by adding a fixed vertical Panel Span offset (k * Span + Value) or indexing every series to 100 at period t = 0.

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Print Production, Bookbinding & Packaging Engineering

Paper GSM, US Basis Weight, PPI & Book Spine Formula

Convert US 500-Sheet Basis Weight (lb) across Text (25x38") vs Cover (20x26") parent sheets into ISO Metric Grammage GSM = (Lb * 1406.5) / (W_in * L_in), Pages Per Inch PPI = 2000 / Caliper_mils, and Perfect-Bound Spine Width.

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Pulp, Paper & Packaging Process Engineering, Fourdrinier Wet-End & Dryer Section Balance

Paper Machine Wet-End Dewatering & Steam Drying Formula

Calculate Bone-Dry Fiber Throughput (t/h), Headbox Slurry Flow (t/h), Dryer-Section Water Evaporation Rate (t/h), and Steam Boiler Demand (t/h) across Press-Felt Solids.

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Quantitative Finance & Trading

Parabolic SAR Formula: Acceleration Factor Step & Prior Two-Bar Penetration Clamp

Implement J. Welles Wilder’s exact Parabolic Stop-and-Reverse (SAR) step SAR_next = SAR_curr + AF * (EP - SAR_curr) including the often-omitted prior two-lows non-penetration clamp.

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Aerospace Recovery Systems, Rocketry & Fluid Drag Mechanics

Parachute Terminal Velocity, Canopy Diameter & Impact KE

Calculate Steady-State Canopy Drag Force m*g, Terminal Descent Rate Vt = SQRT((2*m*g)/(rho*Cd*S)), Equivalent Circular Canopy Diameter SQRT(4*S/PI()), and Touchdown Impact Kinetic Energy.

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Power Generation Dispatch, Synchronous Turbine Governors & Primary Frequency Control

Parallel Generator Speed-Droop Governor Load Sharing Formula

Calculate Composite Island Frequency Stiffness K_tot (MW/Hz), Settling Bus Frequency f_bus (Hz), Unit 1 Active Load P_1 (MW), and Unit 2 Active Load P_2 (MW).

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Statistical

Pareto 80/20 cumulative percentage and ABC inventory classification

Calculate running cumulative share on descending revenue SKUs and classify items into A (top 80%), B (next 15%), and C (bottom 5%) tiers.

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Casualty Actuarial Science & Excess Pricing

Pareto Excess Layer Severity & ILF Pricing Formula

Price heavy-tailed casualty layers using Single-Parameter Pareto Limited Expected Value LEV(x), Excess Layer Severity LEV(D + L) - LEV(D), and Increased Limits Factor ILF(L_high, L_base).

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Mechanical & Aerospace Fracture Mechanics

Paris-Erdogan Fatigue Crack Growth Life Formula

Calculate Critical Fracture Crack Size a_c = (1 / PI()) * (K_IC / (Y * Delta_sigma))^2 and exact Paris-Erdogan Fatigue Cycles to Failure N_f across both power-law (m != 2) and logarithmic (m = 2) exponents.

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Engineering

Paris' Law Crack Growth: Integrated Cycles and Critical Size

Build a constant-amplitude Paris-law spreadsheet with separate maximum stress and stress range, a logarithmic m = 2 limit, and explicit model boundaries.

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Finance

Parkinson High-Low & Garman-Klass OHLC Volatility Formulas

Calculate Parkinson and Garman-Klass range-based volatility estimates from a valid OHLC bar, then apply an explicit periods-per-year assumption without rounding intermediate results.

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Date & Time

Parse 4-digit military time ("0930", 1745, 15) into real Excel time and hours

Convert numeric HHMM codes or numeric text to clock labels and elapsed hours for intervals shorter than one day.

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Text

Parse a full address into Street, City, State, and ZIP code

Split comma-delimited US addresses ("742 Evergreen Ter, New Haven, CT 06510") cleanly even when street or city names contain multiple words.

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Text & Cleaning

Parse European Comma-Decimal & Thousands-Separated Text (NUMBERVALUE Pattern)

Convert locale-specific numeric strings such as "1.250,75", "4 820,50", and "12,5%" into true numbers regardless of system regional settings using SUBSTITUTE, TRIM, and VALUE.

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Text

Parse XML tags and JSON webhook fields with formulas (TEXTAFTER & TEXTBEFORE)

Extract text from controlled XML-like tags and compact JSON string fields using delimiter formulas. These are not general parsers.

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Business & Operations

Part-Period Balancing (EPP) & Groff's Marginal Lot-Sizing Heuristic in MRP

Determine discrete MRP production batch horizons under lumpy time-varying demand using Economic Part-Period EPP = S / h and Groff's marginal rule D_{t+n} * n * (n + 1) <= 2*S / h.

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Lookup & Reference

Partial Substring Match on Numeric Cells (Why "*45*" Fails & SEARCH Fix)

Match, count, sum, and look up numeric invoice IDs or part numbers by embedded digit pattern without converting numeric columns to text, overcoming COUNTIF and XLOOKUP wildcard failure on numbers.

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Lookup & Reference

Partial-Match Wildcard Lookup: VLOOKUP("*" & Key & "*") & XLOOKUP Mode 2

Look up vendor records or catalog SKUs by partial embedded code using VLOOKUP("*" & E2 & "*", A2:C5, 3, FALSE) or XLOOKUP("*" & E2 & "*", ..., 2).

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Engineering & Science

Paschen's Law: Gas Breakdown Voltage (Vb) & Minimum Paschen (p*d) Curve

Calculate Townsend DC gas breakdown voltage Vb = (B * p * d) / (LN(A * p * d) - LN(LN(1 + 1 / gamma_se))) and the minimum breakdown product (p * d)_min = (EXP(1) / A) * LN(1 + 1 / gamma_se).

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Healthcare & Clinical Calculations

PASI (Psoriasis Area and Severity Index 0–72) & PASI-90 Response

Calculate Torsten Fredriksson and Ulf Pettersson’s 0.0–72.0 PASI score weighting Head (0.1), Upper Limbs (0.2), Trunk (0.3), and Lower Limbs (0.4) area grades (0–6) times plaque Erythema + Induration + Desquamation sums (0–12).

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Statistical & Psychometrics

Passing-Bablok Nonparametric Method-Comparison Regression (Median Slope & Intercept)

Fit outlier-proof clinical laboratory calibration lines via Heinrich Passing & Wolfgang Bablok’s (1983) pairwise slope median b = MEDIAN((Y_j - Y_i) / (X_j - X_i)) and intercept a = MEDIAN(Y_i - b * X_i).

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Financial

Payback Period formula: interpolated fractional years to break even on CapEx

Calculate the estimated year and fraction when cumulative project cash flows recover an upfront capital investment—and check whether a project does not recover its cost within the forecast.

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