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95,703 skills indexed with the new KISS metadata standard.

Showing 24 of 95,703Categories: Productivity, General, Data
General
PromptBeginner5 minmarkdown

For **each column** with missing values

evaluate all three branches simultaneously:

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General
PromptBeginner5 minmarkdown

missing_report = missing_report.sort_values('Missing_%'

ascending=False)

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General
PromptBeginner5 minmarkdown

DISGUISED_NULLS = [?

N/A

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General
PromptBeginner5 minmarkdown

df.replace(DISGUISED_NULLS

np.nan

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General
PromptBeginner5 minmarkdown

- e.g.

Price is the target — rows missing it are unusable

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General
PromptBeginner5 minmarkdown

- e.g.

CustomerID must be unique and non-null

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General
PromptBeginner5 minmarkdown

- Watch for: ?

N/A

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General
PromptBeginner5 minmarkdown

- e.g.

Age cannot be 0 or negative

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General
PromptBeginner5 minmarkdown

TARGET_COL = [e.g.

price]

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General
PromptBeginner5 minmarkdown

- Boolean → binary flags (0/1

True/False)

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General
PromptBeginner5 minmarkdown

MODEL_TYPE = [e.g.

XGBoost / LinearRegression / Neural Network]

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Productivity
PromptBeginner5 minmarkdown

ML_TASK = [e.g.

Binary Classification]

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Data
PromptBeginner5 minmarkdown

Your job is to analyze `DATA()` and produce a fully reproducible

explainable missing value treatment plan.

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General
PromptBeginner5 minmarkdown

MISSING VALUES HANDLER

# PROMPT() — UNIVERSAL MISSING VALUES HANDLER

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General
PromptBeginner5 minmarkdown

| `PROMPT()` | This master template — governs all reasoning

rules

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General
PromptBeginner5 minmarkdown

- **Architectural Constraints**: Ensuring that strict structural rules

DevSecOps guidelines

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General
PromptBeginner5 minmarkdown

- **Modular References**: Linking to secondary markdowns (like PRDs

sprint_todo.md

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Productivity
PromptBeginner5 minmarkdown

- **Task Specificity**: Documenting exact file paths

target line numbers

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General
PromptBeginner5 minmarkdown

- **State Tracking**: Accurately updating the Progress/Status section with `[x] Done`

`[ ] Current`

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General
PromptBeginner5 minmarkdown

description: Creates

updates

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Productivity
PromptBeginner5 minmarkdown

Task Creator

---

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General
PromptBeginner5 minmarkdown

3 adjacent concepts the user should look at next

with one sentence on why.

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General
PromptBeginner5 minmarkdown

A brief

jargon-free explanation of what the concept is.

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General
PromptBeginner5 minmarkdown

4. **One at a Time:** If the user asks for multiple concepts

ask which one to do first.

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