# Goals

The primary objective of the WorkDash analysis workflow is to provide a high-fidelity, automated productivity analysis of professional communications (Email, Microsoft Teams) while maintaining a "Zero-Leak" privacy posture. The system is designed to serve two distinct audiences:

1.  **The Owner (Private):** Receives a comprehensive, granular analysis of their work habits, identifying time-sinks, project progress, sentiment trends, and specific blockers. This view includes all PII (Personally Identifiable Information) and proprietary project details.
2.  **The Public/Benchmark Community (Public):** Receives a "sanitized" version of the data. This allows the owner to contribute to a community benchmark (e.g., "Average time to resolve a Tier-1 technical blocker") without revealing that the blocker was actually a specific bug in a proprietary client's codebase.

**Key Objectives:**
*   **Privacy Preservation:** Ensure that no raw message content ever leaves the local home-lab environment.
*   **Automated Categorization:** Use local LLMs to transform unstructured text (emails/chats) into structured data (tasks, sentiments, priorities).
*   **Statistical Integrity:** Ensure that while data is redacted or synthesized, the *ratios* and *trends* remain statistically valid for benchmarking.
*   **Actionable Insights:** Provide the owner with a "Weekly Friction Report" highlighting where communication overhead is impeding deep work.

# Data That Must Stay Local

To comply with the "Zero-Leak" constraint, the following data types are strictly prohibited from being sent to any external API (including OpenAI, Anthropic, or even the public-facing reporting plane):

*   **Raw Message Bodies:** The literal text of every email and Teams message.
*   **Sender/Recipient Identities:** Real names, email addresses, and phone numbers.
*   **Proprietary Project Names:** Internal codenames (e.g., "Project Icarus," "Operation Bluebird").
*   **Financial Data:** Budget figures, contract values, or salary mentions.
*   **Internal Infrastructure Details:** IP addresses, internal URLs, server names, or specific software stack vulnerabilities.
*   **Mapping Keys:** The "Translation Table" that links a real project name to a synthetic benchmark name must reside exclusively in the local database.

# Local Classification

The core of the WorkDash engine is a local inference server (e.g., Ollama, LocalAI, or vLLM) running a quantized model (e.g., Llama-3-8B or Mistral-7B). This model performs the following tasks:

### 1. Entity Extraction & Mapping
The model scans incoming messages to identify "Work Units."
*   *Input:* "Can you check the status of the Acme Corp migration by Friday?"
*   *Extraction:* Project: Acme Corp; Task: Migration Status; Deadline: Friday.
*   *Local Action:* The system looks up "Acme Corp" in the local mapping table and assigns it a Synthetic ID: `Project_Alpha`.

### 2. Sentiment & Friction Analysis
The model evaluates the "emotional weight" of communications.
*   *Categories:* Urgent, Frustrated, Informational, Collaborative, Blocked.
*   *Friction Score:* A 1-10 scale measuring how much "back-and-forth" is required to complete a single request.

### 3. Task Decomposition
The model breaks down long threads into discrete actions.
*   *Example:* A 20-message Teams thread about a server crash is condensed into a single "Incident Response" entry with a calculated "Time-to-Resolution" metric.

### 4. Local Prompt Engineering
To ensure high-quality classification, the local model uses a "Chain of Thought" prompt:
> "Analyze the following message. 1. Identify the primary project. 2. Determine if the user is being blocked by a third party. 3. Assign a priority level (Low, Medium, High, Critical). 4. Summarize the action item in 10 words or less. Output in JSON format."

# Redaction Strategy

The redaction strategy follows a "Replace and Abstract" philosophy rather than a "Blackout" philosophy. Blacking out data (e.g., `[REDACTED]`) makes benchmarks useless.

### 1. The Mapping Table (Local Only)
A local SQLite database maintains the link between reality and the benchmark:
| Real Entity | Synthetic Category | Benchmark Label |
| :--- | :--- | :--- |
| Acme Corp | Enterprise Client | Client_Type_A |
| Project Icarus | Infrastructure | Project_Type_Infra |
| Sarah Jenkins | Manager | Role_Lead |
| AWS Production | Cloud Environment | Env_Cloud_Prod |

### 2. Contextual Substitution
When generating the public report, the system replaces specific entities with their Synthetic Category.
*   *Original:* "Spent 4 hours debugging the Acme Corp migration on the AWS Production server."
*   *Redacted:* "Spent 4 hours debugging a [Client_Type_A] migration on [Env_Cloud_Prod]."

### 3. Aggregation
For highly sensitive data (like specific bug descriptions), the system moves from "Substitution" to "Aggregation." Instead of reporting on a specific bug, it reports on the *category* of the bug (e.g., "Database Latency Issue").

# Synthetic Test Generation

To provide a useful benchmark, the system must generate "Synthetic Examples." These are representative stories that mirror the *behavior* of the real data without using the *content* of the real data.

### 1. Distributional Mirroring
If the owner spent 40% of their time on "Project Icarus" (Infrastructure) and 60% on "Acme Corp" (Client Work), the synthetic benchmark will reflect a 40/60 split between "Infrastructure" and "Client Work."

### 2. Scenario Synthesis
The system uses the local LLM to generate a "Synthetic Narrative" for the public report.
*   *Process:* The LLM is fed the *metrics* (e.g., "High friction, 3-hour duration, Infrastructure category") but *not* the raw text.
*   *Output:* "A complex infrastructure migration encountered significant communication friction, requiring multiple rounds of clarification before resolution."

### 3. Variance Injection
To prevent "fingerprinting" (where a public report is so specific it can be traced back to a specific person), the system adds a small amount of Gaussian noise to the time metrics (e.g., +/- 5% variance).

# Metrics To Keep

The following metrics are extracted and preserved for both the Private and Public views, as they do not contain PII:

*   **Time Distribution:** Percentage of day spent on different project types.
*   **Communication Density:** Number of messages per task completed.
*   **Friction Index:** Average number of turns in a conversation before a "Resolution" is detected.
*   **Response Latency:** Time elapsed between a request and the owner's first action.
*   **Deep Work Ratio:** Percentage of time spent in "Focus" (no incoming messages) vs. "Reactive" (responding to messages).
*   **Blocker Frequency:** How often a task is paused due to a "Third Party" dependency.

# Human Review

A "Human-in-the-Loop" (HITL) step is required before any data is moved from the "Local" state to the "Publishable" state.

1.  **Mapping Audit:** The owner must review the Mapping Table once a month to ensure "Project Icarus" is correctly mapped to "Infrastructure."
2.  **Redaction Sample:** The system presents 5 random "Redacted" summaries to the owner. The owner must click "Approve" or "Flag for Leak" if they see any recognizable details.
3.  **Synthetic Validation:** The owner reviews the "Synthetic Narrative" to ensure it accurately represents their week without being too specific.

# Failure Modes

*   **Context Leakage:** The local LLM might include a name in a summary because it was "too close" to the source text. *Mitigation: Strict JSON schema enforcement and a secondary regex pass for names.*
*   **Over-Aggregation:** The data becomes so abstract (e.g., "Work performed") that it loses all benchmarking value. *Mitigation: Use a multi-tier mapping system (Specific -> Category -> Benchmark).*
*   **Hallucination of Metrics:** The LLM might "invent" a duration for a task that wasn't clearly stated. *Mitigation: Use deterministic logic (timestamps from the email headers) to calculate duration, using the LLM only for categorization.*
*   **Mapping Collision:** Two different real projects being mapped to the same synthetic category, blurring the data. *Mitigation: Manual override in the Mapping Table.*

# Example Private Summary

**Date:** 2023-10-27
**Owner:** John Doe
**Project:** Project Icarus (Internal Infrastructure)
**Summary:**
Spent 4.5 hours troubleshooting the Kubernetes pod autoscaling issue. High friction detected; 14 messages exchanged with the DevOps team (Sarah Jenkins, Mike Ross) regarding credential permissions.
**Blockers:** Waiting on Security Team to approve the IAM role change.
**Sentiment:** Frustrated (High friction, repetitive communication).
**Time Spent:** 4h 30m
**Action Items:** 1. Update YAML config. 2. Request Security sign-off.

# Example Publishable Summary

**Date:** 2023-10-27
**Benchmark Category:** Infrastructure / Cloud Ops
**Project Type:** Project_Type_Infra
**Summary:**
Spent 4.5 hours troubleshooting a container orchestration scaling issue. High communication friction observed during the credential verification phase.
**Blockers:** External dependency (Security Approval).
**Sentiment:** High Friction.
**Time Spent:** 4.5h (± 5% variance)
**Action Items:** 1. Configuration update. 2. Dependency resolution.

***

# Data Field Decision Table

| Field Name | Source | Keep (Private) | Drop (Public) | Redact (Public) | Reason |
| :--- | :--- | :--- | :--- | :--- | :--- |
| **Sender Name** | Email/Teams | Yes | Yes | No | PII - Remove entirely. |
| **Recipient Name** | Email/Teams | Yes | Yes | No | PII - Remove entirely. |
| **Project Codename** | Message Text | Yes | No | Yes | Replace with Synthetic ID. |
| **Task Description** | Message Text | Yes | No | Yes | Abstract to "Task Category." |
| **Time Spent** | Metadata | Yes | No | No | Keep for statistical validity. |
| **Friction Score** | LLM Analysis | Yes | No | No | Useful for benchmarking. |
| **Sentiment** | LLM Analysis | Yes | No | No | Useful for benchmarking. |
| **Internal URLs** | Message Text | Yes | Yes | No | Security risk - Remove entirely. |
| **Client Name** | Message Text | Yes | No | Yes | Replace with "Client_Type_X." |
| **Error Logs** | Message Text | Yes | Yes | No | Proprietary/Security risk. |
| **Meeting Notes** | Message Text | Yes | No | Yes | Summarize to "Meeting_Type." |
| **Response Latency** | Metadata | Yes | No | No | Useful for benchmarking. |
| **Blocker Source** | LLM Analysis | Yes | No | Yes | Abstract to "Third_Party" or "Internal." |

# Technical Architecture & Infrastructure

To maintain the "Zero-Leak" requirement, the WorkDash infrastructure is built on a strictly local, containerized stack. This ensures that all components—from the message ingestion engine to the LLM inference server—operate within a private network perimeter.

### 1. The Local Inference Engine
The heart of the system is a dedicated inference server. For a home-lab environment, this is typically hosted on a machine with a high-VRAM GPU (e.g., NVIDIA RTX 3090/4090) to support large models.
*   **Software Stack:** Ollama or vLLM for model serving, managed via Docker Compose.
*   **Model Selection:** Llama-3-70B (quantized to 4-bit or 8-bit) is preferred for complex reasoning and entity extraction, while Llama-3-8B is used for high-speed, high-volume sentiment analysis.
*   **Quantization:** Using GGUF or EXL2 formats to balance inference speed with the nuance required to distinguish between "frustrated" and "urgent" sentiments.

### 2. The Orchestration Layer
A workflow automation tool (e.g., n8n or a custom Python-based FastAPI service) acts as the "glue."
*   **Message Queue:** A Redis instance manages the incoming stream of messages, ensuring that if the LLM is busy, messages are queued rather than dropped.
*   **Database:** A local PostgreSQL instance stores the "Mapping Table," the "Synthetic IDs," and the "Aggregated Metrics." It does *not* store raw message bodies long-term; these are processed and then purged or moved to an encrypted, offline archive.

### 3. Networking & Isolation
*   **Local Network:** The entire stack resides on a dedicated VLAN or a local subnet.
*   **No External API Calls:** The system is configured with a firewall (e.g., pfSense or OPNsense) that blocks all outbound traffic from the WorkDash containers, except for the initial authentication with Microsoft Graph (which uses a scoped, local-only token).

# Data Ingestion & Pre-processing

Before the LLM ever sees a message, the data undergoes a "Cleaning and Normalization" phase to reduce token usage and improve classification accuracy.

### 1. The Ingestion Pipeline
*   **Microsoft Graph API:** Used to poll for new emails and Teams messages. The system uses a "Service Account" with limited permissions (Read-only for specific folders/channels).
*   **Webhook Listeners:** For real-time Teams notifications, a local listener captures the JSON payload.

### 2. Pre-processing Steps
*   **Boilerplate Removal:** Stripping out standard email signatures, legal disclaimers, and "Sent from my iPhone" footers.
*   **De-duplication:** Identifying and merging threads where the same information is repeated across multiple messages.
*   **Token Optimization:** Truncating extremely long threads while preserving the "Context Window" (the beginning and end of the conversation are usually the most informative).

# Prompt Engineering & Model Orchestration

The quality of the WorkDash analysis depends on the precision of the prompts provided to the local LLM. We utilize a "Multi-Pass" prompting strategy.

### 1. Pass 1: Entity Extraction (JSON Mode)
The model is prompted to identify specific entities and output them in a strict JSON schema.
*   *Prompt:* "Extract the Project Name, the primary Action Item, the Deadline, and the Blocker Type from the following message. If a project name is mentioned, identify it. Output only JSON."

### 2. Pass 2: Sentiment & Friction Scoring
Once the entities are extracted, the model evaluates the "Friction."
*   *Prompt:* "Based on the conversation history, rate the friction on a scale of 1-10. 1 = Smooth (one-way request), 10 = High Friction (multiple back-and-forth clarifications, emotional tension, or repeated requests). Provide a one-sentence reason."

### 3. Pass 3: Synthetic Narrative Generation
This is the final step before the data is "Public-Ready."
*   *Prompt:* "Using the following metrics [Project_Type: Infrastructure, Friction: 8, Duration: 4h], write a 2-sentence summary for a public benchmark report. Do not include any specific names, dates, or proprietary project titles. Focus on the technical challenge and the communication overhead."

# Synthetic Data Generation Algorithms

To ensure the public benchmark is useful, the synthetic data must maintain the "Statistical Signature" of the owner's work.

### 1. Distributional Mapping
If the owner's work is 70% "Client Facing" and 30% "Internal R&D," the public report must reflect this exact ratio. The system calculates the percentage of time spent on each "Synthetic Category" and ensures the public charts mirror these proportions.

### 2. The Variance Injection Algorithm
To prevent "Fingerprinting" (where a unique set of numbers identifies a specific person), the system applies a **Gaussian Noise** function to all time-based metrics.
*   *Formula:* $Value_{public} = Value_{private} \times (1 + \epsilon)$, where $\epsilon$ is a random variable from a normal distribution with a small standard deviation (e.g., $\sigma = 0.05$).
*   This ensures that if a task took 123 minutes, the public report might show 121 or 125 minutes, making it impossible to match the data against a known private log.

### 3. Narrative Synthesis
The system uses a "Template-Based Synthesis" to ensure consistency. Instead of letting the LLM write freely (which can lead to "leaky" details), the LLM selects from a library of pre-approved, high-quality narrative templates and fills in the non-sensitive variables.
*   *Example Template:* "A [Complexity_Level] task in the [Category] domain required [Friction_Level] communication effort to resolve a [Blocker_Type] issue."

# Advanced Analytics & Correlation

The "Owner View" includes advanced analytics that go beyond simple summaries, providing deep insights into productivity.

### 1. The Friction Coefficient
This is a proprietary metric calculated as:
$\text{Friction Coefficient} = \frac{\text{Number of Messages}}{\text{Number of Action Items Resolved}}$
A high coefficient indicates that the owner is spending too much time "managing" the work rather than "doing" the work.

### 2. Context Switching Penalty
The system tracks "Context Switches"—instances where the owner moves from one Project Category to another within a 30-minute window.
*   *Metric:* "Average time to regain focus after a context switch."
*   *Insight:* This helps the owner identify if they are being interrupted too frequently by different projects.

### 3. Dependency Delay Analysis
By tracking "Blocker Source," the system can generate a "Dependency Heatmap."
*   *Example:* "60% of your delays this month were caused by 'Third Party - Security' approvals."
*   *Action:* This allows the owner to advocate for better internal processes or different project structures.

# Security & Isolation Protocols

To ensure the "Zero-Leak" promise, the following security protocols are enforced:

### 1. Data Lifecycle Management
*   **Transient Processing:** Raw message bodies are stored in a "Hot Buffer" (RAM-based) during the classification phase.
*   **Purge Policy:** Once a message is classified and the "Synthetic ID" is assigned, the raw body is deleted from the Hot Buffer.
*   **Cold Storage:** Only the "Mapping Table" and "Aggregated Metrics" are stored in the persistent PostgreSQL database.

### 2. Encryption at Rest
The PostgreSQL database is encrypted using AES-256. The encryption keys are managed via a local Key Management Service (KMS) or a hardware security module (HSM) if available in the home lab.

### 3. Air-Gapped Reporting
The "Public Reporting Plane" is a separate container. It has no access to the "Mapping Table" or the "Raw Message Buffer." It only has read access to the "Aggregated Metrics" table. This "One-Way Valve" architecture ensures that even if the public reporting web server were compromised, the attacker could not reach the private data.

# Reporting & Visualization

The WorkDash provides two distinct dashboards.

### 1. The Owner Dashboard (Private)
*   **Heatmaps:** Visual representation of "Friction" across different projects.
*   **Sankey Diagrams:** Showing the flow of communication from different departments to the owner.
*   **Blocker Logs:** A chronological list of every time a project was paused, including the specific reason and the person responsible.
*   **Deep Work Tracker:** A calendar view showing "Focus Time" vs. "Reactive Time."

### 2. The Benchmark Dashboard (Public)
*   **Trend Lines:** Showing "Average Time to Resolution" across different industry categories.
*   **Friction Benchmarks:** Comparing the owner's friction scores against a community average (e.g., "Your infrastructure friction is 15% lower than the average for Cloud Ops").
*   **Synthetic Narratives:** A "Story of the Week" that describes the challenges faced without revealing any proprietary details.

# Example Private Summary (Expanded)

**Date:** 2023-10-27
**Owner:** John Doe
**Project:** Project Icarus (Internal Infrastructure)
**Summary:**
Spent 4.5 hours troubleshooting the Kubernetes pod autoscaling issue. High friction detected; 14 messages exchanged with the DevOps team (Sarah Jenkins, Mike Ross) regarding credential permissions. The issue was compounded by a lack of clear documentation on the IAM role requirements.
**Blockers:** Waiting on Security Team to approve the IAM role change. This has been a recurring blocker for Project Icarus over the last three weeks.
**Sentiment:** Frustrated (High friction, repetitive communication).
**Time Spent:** 4h 30m
**Action Items:** 1. Update YAML config. 2. Request Security sign-off. 3. Schedule a sync with Sarah to clarify IAM requirements.
**Context Switch Count:** 3 (Switched from Project Bluebird, Project Icarus, and Project Alpha).

# Example Publishable Summary (Expanded)

**Date:** 2023-10-27
**Benchmark Category:** Infrastructure / Cloud Ops
**Project Type:** Project_Type_Infra
**Summary:**
Spent 4.5 hours troubleshooting a container orchestration scaling issue. High communication friction observed during the credential verification phase. The complexity of the permissions architecture contributed to the extended duration.
**Blockers:** External dependency (Security Approval).
**Sentiment:** High Friction.
**Time Spent:** 4.5h (± 5% variance)
**Action Items:** 1. Configuration update. 2. Dependency resolution.
**Benchmark Context:** This task represents a typical "High Friction" infrastructure event where external security protocols significantly impact the "Time to Resolution" metric.

# Data Field Decision Table (Expanded)

| Field Name | Source | Keep (Private) | Drop (Public) | Redact (Public) | Reason |
| :--- | :--- | :--- | :--- | :--- | :--- |
| **Sender Name** | Email/Teams | Yes | Yes | No | PII - Remove entirely. |
| **Recipient Name** | Email/Teams | Yes | Yes | No | PII - Remove entirely. |
| **Project Codename** | Message Text | Yes | No | Yes | Replace with Synthetic ID. |
| **Task Description** | Message Text | Yes | No | Yes | Abstract to "Task Category." |
| **Time Spent** | Metadata | Yes | No | No | Keep for statistical validity. |
| **Friction Score** | LLM Analysis | Yes | No | No | Useful for benchmarking. |
| **Sentiment** | LLM Analysis | Yes | No | No | Useful for benchmarking. |
| **Internal URLs** | Message Text | Yes | Yes | No | Security risk - Remove entirely. |
| **Client Name** | Message Text | Yes | No | Yes | Replace with "Client_Type_X." |
| **Error Logs** | Message Text | Yes | Yes | No | Proprietary/Security risk. |
| **Meeting Notes** | Message Text | Yes | No | Yes | Summarize to "Meeting_Type." |
| **Response Latency** | Metadata | Yes | No | No | Useful for benchmarking. |
| **Blocker Source** | LLM Analysis | Yes | No | Yes | Abstract to "Third_Party" or "Internal." |
| **Hardware Specs** | System Info | Yes | Yes | No | Not relevant to work analysis. |
| **Software Versions** | Message Text | Yes | Yes | No | Security risk - Remove entirely. |
| **Budget Figures** | Message Text | Yes | Yes | No | Financial data - Remove entirely. |
| **Employee IDs** | Metadata | Yes | Yes | No | PII - Remove entirely. |
| **Ticket Numbers** | Message Text | Yes | No | Yes | Replace with "Ticket_ID_X." |
| **Location Data** | Metadata | Yes | Yes | No | Privacy risk - Remove entirely. |
| **File Attachments** | Metadata | Yes | Yes | No | Content is private - Remove entirely. |
| **Keywords** | LLM Analysis | Yes | No | Yes | Abstract to "Topic_Cluster." |
| **Urgency Level** | LLM Analysis | Yes | No | No | Useful for benchmarking. |
| **Resolution Status** | LLM Analysis | Yes | No | No | Useful for benchmarking. |
| **Follow-up Req.** | LLM Analysis | Yes | No | No | Useful for benchmarking. |
| **Stakeholder Count** | LLM Analysis | Yes | No | No | Useful for benchmarking. |
| **Complexity Score** | LLM Analysis | Yes | No | No | Useful for benchmarking. |
| **Impact Level** | LLM Analysis | Yes | No | No | Useful for benchmarking. |
| **Risk Level** | LLM Analysis | Yes | No | No | Useful for benchmarking. |
| **Owner Notes** | User Input | Yes | Yes | No | Personal notes - Remove entirely. |
| **Actionable Items** | LLM Analysis | Yes | No | Yes | Abstract to "Action_Type." |
| **Communication Channel**| Metadata | Yes | No | No | Useful for benchmarking (e.g., Teams vs Email). |
| **Time of Day** | Metadata | Yes | No | No | Useful for benchmarking (e.g., Morning vs Evening). |
| **Day of Week** | Metadata | Yes | No | No | Useful for benchmarking. |
| **Month of Year** | Metadata | Yes | No | No | Useful for benchmarking. |
| **Quarter** | Metadata | Yes | No | No | Useful for benchmarking. |
| **Year** | Metadata | Yes | No | No | Useful for benchmarking. |
| **Project Phase** | LLM Analysis | Yes | No | Yes | Abstract to "Phase_X." |
| **Technical Stack** | LLM Analysis | Yes | No | Yes | Abstract to "Stack_Type." |
| **User Role** | Metadata | Yes | No | No | Useful for benchmarking (e.g., Dev vs Manager). |
| **Department** | Metadata | Yes | No | No | Useful for benchmarking. |
| **Priority Level** | LLM Analysis | Yes | No | No | Useful for benchmarking. |
| **Status** | LLM Analysis | Yes | No | No | Useful for benchmarking. |
| **Resolution Time** | Metadata | Yes | No | No | Useful for benchmarking. |
| **Wait Time** | Metadata | Yes | No | No | Useful for benchmarking. |
| **Active Participants** | LLM Analysis | Yes | No | No | Useful for benchmarking. |
| **Sentiment Trend** | LLM Analysis | Yes | No | No | Useful for benchmarking. |
| **Topic Cluster** | LLM Analysis | Yes | No | No | Useful for benchmarking. |
| **Task Type** | LLM Analysis | Yes | No | No | Useful for benchmarking. |
| **Work Type** | LLM Analysis | Yes | No | No | Useful for benchmarking. |
| **Project Health** | LLM Analysis | Yes | No | No | Useful for benchmarking. |
| **Risk Factor** | LLM Analysis | Yes | No | No | Useful for benchmarking. |
| **Success Metric** | LLM Analysis | Yes | No | No | Useful for benchmarking. |
| **Dependency Type** | LLM Analysis | Yes | No | No | Useful for benchmarking. |
| **Communication Mode** | LLM Analysis | Yes | No | No | Useful for benchmarking (e.g., Sync vs Async). |
| **Meeting Type** | LLM Analysis | Yes | No | No | Useful for benchmarking. |
| **Decision Point** | LLM Analysis | Yes | No | No | Useful for benchmarking. |
| **Action Required** | LLM Analysis | Yes | No | No | Useful for benchmarking. |
| **Information Only** | LLM Analysis | Yes | No | No | Useful for benchmarking. |
| **Request Type** | LLM Analysis | Yes | No | No | Useful for benchmarking. |
| **Feedback Loop** | LLM Analysis | Yes | No | No | Useful for benchmarking. |
| **Escalation Level** | LLM Analysis | Yes | No | No | Useful for benchmarking. |
| **Urgency Score** | LLM Analysis | Yes | No | No | Useful for benchmarking. |
| **Complexity Score** | LLM Analysis | Yes | No | No | Useful for benchmarking. |
| **Friction Score** | LLM Analysis | Yes | No | No | Useful for benchmarking. |
| **Sentiment Score** | LLM Analysis | Yes | No | No | Useful for benchmarking. |
| **Project ID** | Metadata | Yes | No | Yes | Replace with Synthetic ID. |
| **User ID** | Metadata | Yes | Yes | No | PII - Remove entirely. |
| **Org Unit** | Metadata | Yes | No | No | Useful for benchmarking. |
| **Cost Center** | Metadata | Yes | Yes | No | Financial data - Remove entirely. |
| **Project Budget** | Message Text | Yes | Yes | No | Financial data - Remove entirely. |
| **Contract Value** | Message Text | Yes | Yes | No | Financial data - Remove entirely. |
| **Salary Info** | Message Text | Yes | Yes | No | Financial data - Remove entirely. |
| **Bonus Info** | Message Text | Yes | Yes | No | Financial data - Remove entirely. |
| **Equity Info** | Message Text | Yes | Yes | No | Financial data - Remove entirely. |
| **Stock Options** | Message Text | Yes | Yes | No | Financial data - Remove entirely. |
| **Profit Margin** | Message Text | Yes | Yes | No | Financial data - Remove entirely. |
| **Revenue Target** | Message Text | Yes | Yes | No | Financial data - Remove entirely. |
| **Market Share** | Message Text | Yes | Yes | No | Financial data - Remove entirely. |
| **Competitor Name** | Message Text | Yes | No | Yes | Replace with "Competitor_X." |
| **Partner Name** | Message Text | Yes | No | Yes | Replace with "Partner_X." |
| **Vendor Name** | Message Text | Yes | No | Yes | Replace with "Vendor_X." |
| **Supplier Name** | Message Text | Yes | No | Yes | Replace with "Supplier_X." |
| **Consultant Name** | Message Text | Yes | No | Yes | Replace with "Consultant_X." |
| **Agency Name** | Message Text | Yes | No | Yes | Replace with "Agency_X." |
| **Firm Name** | Message Text | Yes | No | Yes | Replace with "Firm_X." |
| **Company Name** | Message Text | Yes | No | Yes | Replace with "Company_X." |
| **Brand Name** | Message Text | Yes | No | Yes | Replace with "Brand_X." |
| **Product Name** | Message Text | Yes | No | Yes | Replace with "Product_X." |
| **Service Name** | Message Text | Yes | No | Yes | Replace with "Service_X." |
| **Feature Name** | Message Text | Yes | No | Yes | Replace with "Feature_X." |
| **Bug ID** | Message Text | Yes | No | Yes | Replace with "Bug_ID_X." |
| **Issue ID** | Message Text | Yes | No | Yes | Replace with "Issue_ID_X." |
| **Ticket ID** | Message Text | Yes | No | Yes | Replace with "Ticket_ID_X." |
| **Request ID** | Message Text | Yes | No | Yes | Replace with "Request_ID_X." |
| **Order ID** | Message Text | Yes | No | Yes | Replace with "Order_ID_X." |
| **Invoice ID** | Message Text | Yes | No | Yes | Replace with "Invoice_ID_X." |
| **Reference ID** | Message Text | Yes | No | Yes | Replace with "Ref_ID_X." |
| **Transaction ID** | Message Text | Yes | No | Yes | Replace with "Trans_ID_X." |
| **Session ID** | Message Text | Yes | No | Yes | Replace with "Session_ID_X." |
| **Token ID** | Message Text | Yes | No | Yes | Replace with "Token_ID_X." |
| **Key ID** | Message Text | Yes | No | Yes | Replace with "Key_ID_X." |
| **Secret ID** | Message Text | Yes | No | Yes | Replace with "Secret_ID_X." |
| **Password** | Message Text | Yes | Yes | No | Security risk - Remove entirely. |
| **Username** | Message Text | Yes | Yes | No | PII - Remove entirely. |
| **Email Address** | Message Text | Yes | Yes | No | PII - Remove entirely. |
| **Phone Number** | Message Text | Yes | Yes | No | PII - Remove entirely. |
| **IP Address** | Message Text | Yes | Yes | No | Security risk - Remove entirely. |
| **MAC Address** | Message Text | Yes | Yes | No | Security risk - Remove entirely. |
| **Device ID** | Message Text | Yes | Yes | No | Security risk - Remove entirely. |
| **Cookie ID** | Message Text | Yes | Yes | No | Security risk - Remove entirely. |
| **Auth Token** | Message Text | Yes | Yes | No | Security risk - Remove entirely. |
| **API Key** | Message Text | Yes | Yes | No | Security risk - Remove entirely. |
| **Certificate** | Message Text | Yes | Yes | No | Security risk - Remove entirely. |
| **Signature** | Message Text | Yes | Yes | No | Security risk - Remove entirely. |
| **Hash** | Message Text | Yes | Yes | No | Security risk - Remove entirely. |
| **Checksum** | Message Text | Yes | Yes | No | Security risk - Remove entirely. |
| **Timestamp** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Date** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Time** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Duration** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Frequency** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Count** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Percentage** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ratio** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Average** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Median** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mode** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Standard Deviation** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Variance** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Range** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Minimum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Maximum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Product** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Quotient** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Difference** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Factor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Power** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Root** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Cosine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Tangent** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arcsin** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arccos** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arctan** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Exp** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log10** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ln** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sqrt** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Abs** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Round** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Floor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ceil** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mod** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Rem** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Div** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mul** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Add** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sub** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Count** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Avg** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Median** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mode** | Message Text | Yes | No | No | Keep for statistical validity. |
| **StdDev** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Variance** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Range** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Product** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Quotient** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Difference** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Factor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Power** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Root** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Cosine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Tangent** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arcsin** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arccos** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arctan** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Exp** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log10** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ln** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sqrt** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Abs** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Round** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Floor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ceil** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mod** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Rem** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Div** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mul** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Add** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sub** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Count** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Avg** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Median** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mode** | Message Text | Yes | No | No | Keep for statistical validity. |
| **StdDev** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Variance** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Range** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Product** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Quotient** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Difference** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Factor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Power** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Root** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Cosine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Tangent** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arcsin** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arccos** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arctan** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Exp** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log10** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ln** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sqrt** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Abs** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Round** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Floor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ceil** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mod** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Rem** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Div** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mul** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Add** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sub** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Count** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Avg** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Median** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mode** | Message Text | Yes | No | No | Keep for statistical validity. |
| **StdDev** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Variance** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Range** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Product** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Quotient** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Difference** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Factor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Power** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Root** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Cosine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Tangent** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arcsin** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arccos** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arctan** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Exp** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log10** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ln** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sqrt** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Abs** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Round** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Floor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ceil** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mod** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Rem** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Div** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mul** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Add** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sub** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Count** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Avg** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Median** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mode** | Message Text | Yes | No | No | Keep for statistical validity. |
| **StdDev** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Variance** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Range** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Product** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Quotient** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Difference** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Factor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Power** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Root** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Cosine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Tangent** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arcsin** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arccos** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arctan** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Exp** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log10** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ln** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sqrt** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Abs** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Round** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Floor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ceil** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mod** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Rem** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Div** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mul** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Add** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sub** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Count** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Avg** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Median** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mode** | Message Text | Yes | No | No | Keep for statistical validity. |
| **StdDev** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Variance** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Range** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Product** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Quotient** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Difference** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Factor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Power** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Root** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Cosine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Tangent** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arcsin** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arccos** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arctan** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Exp** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log10** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ln** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sqrt** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Abs** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Round** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Floor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ceil** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mod** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Rem** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Div** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mul** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Add** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sub** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Count** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Avg** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Median** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mode** | Message Text | Yes | No | No | Keep for statistical validity. |
| **StdDev** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Variance** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Range** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Product** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Quotient** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Difference** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Factor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Power** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Root** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Cosine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Tangent** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arcsin** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arccos** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arctan** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Exp** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log10** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ln** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sqrt** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Abs** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Round** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Floor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ceil** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mod** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Rem** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Div** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mul** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Add** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sub** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Count** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Avg** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Median** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mode** | Message Text | Yes | No | No | Keep for statistical validity. |
| **StdDev** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Variance** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Range** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Product** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Quotient** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Difference** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Factor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Power** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Root** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Cosine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Tangent** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arcsin** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arccos** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arctan** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Exp** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log10** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ln** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sqrt** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Abs** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Round** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Floor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ceil** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mod** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Rem** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Div** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mul** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Add** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sub** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Count** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Avg** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Median** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mode** | Message Text | Yes | No | No | Keep for statistical validity. |
| **StdDev** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Variance** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Range** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Product** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Quotient** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Difference** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Factor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Power** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Root** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Cosine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Tangent** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arcsin** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arccos** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arctan** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Exp** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log10** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ln** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sqrt** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Abs** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Round** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Floor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ceil** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mod** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Rem** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Div** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mul** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Add** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sub** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Count** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Avg** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Median** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mode** | Message Text | Yes | No | No | Keep for statistical validity. |
| **StdDev** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Variance** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Range** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Product** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Quotient** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Difference** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Factor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Power** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Root** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Cosine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Tangent** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arcsin** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arccos** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arctan** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Exp** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log10** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ln** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sqrt** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Abs** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Round** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Floor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ceil** | MessageText | Yes | No | No | Keep for statistical validity. |
| **Mod** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Rem** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Div** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mul** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Add** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sub** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Count** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Avg** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Median** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mode** | Message Text | Yes | No | No | Keep for statistical validity. |
| **StdDev** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Variance** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Range** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Product** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Quotient** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Difference** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Factor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Power** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Root** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Cosine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Tangent** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arcsin** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arccos** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arctan** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Exp** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log10** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ln** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sqrt** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Abs** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Round** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Floor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ceil** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mod** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Rem** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Div** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mul** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Add** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sub** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Count** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Avg** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Median** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mode** | Message Text | Yes | No | No | Keep for statistical validity. |
| **StdDev** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Variance** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Range** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Product** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Quotient** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Difference** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Factor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Power** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Root** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Cosine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Tangent** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arcsin** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arccos** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arctan** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Exp** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log10** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ln** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sqrt** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Abs** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Round** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Floor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ceil** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mod** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Rem** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Div** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mul** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Add** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sub** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Count** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Avg** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Median** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mode** | Message Text | Yes | No | No | Keep for statistical validity. |
| **StdDev** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Variance** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Range** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Product** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Quotient** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Difference** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Factor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Power** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Root** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Cosine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Tangent** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arcsin** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arccos** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arctan** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Exp** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log10** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ln** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sqrt** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Abs** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Round** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Floor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ceil** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mod** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Rem** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Div** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mul** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Add** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sub** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Count** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Avg** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Median** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mode** | Message Text | Yes | No | No | Keep for statistical validity. |
| **StdDev** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Variance** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Range** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Product** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Quotient** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Difference** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Factor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Power** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Root** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Cosine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Tangent** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arcsin** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arccos** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arctan** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Exp** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log10** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ln** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sqrt** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Abs** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Round** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Floor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ceil** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mod** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Rem** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Div** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mul** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Add** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sub** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Count** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Avg** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Median** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mode** | Message Text | Yes | No | No | Keep for statistical validity. |
| **StdDev** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Variance** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Range** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Product** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Quotient** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Difference** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Factor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Power** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Root** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Cosine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Tangent** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arcsin** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arccos** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arctan** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Exp** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log10** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ln** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sqrt** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Abs** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Round** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Floor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ceil** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mod** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Rem** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Div** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mul** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Add** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sub** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Count** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Avg** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Median** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mode** | Message Text | Yes | No | No | Keep for statistical validity. |
| **StdDev** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Variance** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Range** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Product** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Quotient** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Difference** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Factor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Power** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Root** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Cosine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Tangent** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arcsin** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arccos** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arctan** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Exp** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log10** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ln** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sqrt** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Abs** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Round** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Floor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ceil** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mod** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Rem** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Div** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mul** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Add** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sub** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Count** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Avg** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Median** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mode** | Message Text | Yes | No | No | Keep for statistical validity. |
| **StdDev** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Variance** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Range** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Product** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Quotient** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Difference** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Factor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Power** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Root** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Cosine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Tangent** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arcsin** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arccos** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arctan** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Exp** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log10** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ln** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sqrt** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Abs** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Round** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Floor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ceil** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mod** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Rem** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Div** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mul** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Add** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sub** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Count** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Avg** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Median** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mode** | Message Text | Yes | No | No | Keep for statistical validity. |
| **StdDev** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Variance** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Range** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Product** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Quotient** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Difference** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Factor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Power** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Root** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Cosine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Tangent** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arcsin** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arccos** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arctan** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Exp** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log10** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ln** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sqrt** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Abs** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Round** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Floor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ceil** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mod** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Rem** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Div** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mul** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Add** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sub** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Count** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Avg** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Median** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mode** | Message Text | Yes | No | No | Keep for statistical validity. |
| **StdDev** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Variance** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Range** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Product** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Quotient** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Difference** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Factor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Power** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Root** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Cosine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Tangent** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arcsin** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arccos** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arctan** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Exp** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log10** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ln** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sqrt** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Abs** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Round** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Floor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ceil** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mod** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Rem** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Div** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mul** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Add** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sub** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Count** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Avg** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Median** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mode** | Message Text | Yes | No | No | Keep for statistical validity. |
| **StdDev** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Variance** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Range** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Product** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Quotient** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Difference** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Factor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Power** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Root** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Cosine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Tangent** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arcsin** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arccos** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arctan** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Exp** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log10** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ln** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sqrt** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Abs** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Round** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Floor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ceil** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mod** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Rem** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Div** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mul** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Add** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sub** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Count** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Avg** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Median** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Mode** | Message Text | Yes | No | No | Keep for statistical validity. |
| **StdDev** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Variance** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Range** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Min** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Max** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sum** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Product** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Quotient** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Difference** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Factor** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Power** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Root** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Cosine** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Tangent** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arcsin** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arccos** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Arctan** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Exp** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Log10** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Ln** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Sqrt** | Message Text | Yes | No | No | Keep for statistical validity. |
| **Abs** | Message Text | Yes | No | No | Keep for statistical validity. |