PHPMem v2.0.1
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1.6.45
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8 days 7 minutes 1 second
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llm:12b1f4cefc536162bab018795e455d14bee4ec004687cc3d81315cb812e7a01c
Edit
I need to identify columns with missing values and calculate the percentage of missing data for each. Let me start by checking the column metadata to see null counts.
```json
{
"action": "tool_call",
"reasoning": "The dataset card shows raw.Iris has 150 rows and 10 columns. I need to get detailed metadata including null counts for all columns to identify which have missing values and calculate percentages.",
"tool": "inspect_columns",
"args": {
"table": "Iris"
}
}
```