PHPMem v2.0.1
Version
1.6.45
Uptime
7 days 23 hours 12 minutes 6 seconds
Memory
Total
512MB
Used
7,68MB (1.5%)
Free
504,32MB
Keys
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5 910
Total (since start)
11 098
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0
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326
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75 167
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0
llm:acc6e45786ff1290d9d5d7b98a222a04e7b4618af7c38e202366a51eac76d9ef
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"
}
}
```