PHPMem v2.0.1
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1.6.45
Uptime
15 days 11 hours 12 minutes 17 seconds
Memory
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512MB
Used
16,30MB (3.18%)
Free
495,70MB
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19 571
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33 978
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381
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llm:b5fb3439687d46110881513ef95d7274560af65940fc73978daa9bae3ad1cd85
Edit
{
"verdicts": [
{
"id": "13",
"agree": true,
"reason": "",
"sentence": "The only minor quality issue is the presence of 2 duplicate rows (specimens that share the exact same measurements and species classification, excluding their unique Id)."
},
{
"id": "5",
"agree": true,
"reason": "",
"sentence": "There are no extreme outliers (e.g., a 50 cm petal) that would suggest misplaced decimal points or mixed units."
},
{
"id": "11",
"agree": true,
"reason": "",
"sentence": "The dataset is perfectly complete."
},
{
"id": "2",
"agree": true,
"reason": "",
"sentence": "There are no impossible values (such as negative measurements or zeros)."
},
{
"id": "4",
"agree": true,
"reason": "",
"sentence": "Furthermore, all measurement columns are strictly typed as DOUBLE and explicitly include Cm in their names (e.g., SepalLengthCm), which enforces consistent numeric formatting and standardizes the unit to centimeters."
},
{
"id": "12",
"agree": true,
"reason": "",
"sentence": "There are 0 null values across all morphological features."
},
{
"id": "0",
"agree": true,
"reason": "",
"sentence": "Overall, the Iris dataset is exceptionally clean and well-structured, with very few data-quality issues."
},
{
"id": "3",
"agree": true,
"reason": "",
"sentence": "The absolute minimum value in the dataset is 0.1 (Petal Width for Iris-setosa)."
},
{
"id": "1",
"agree": true,
"reason": "",
"sentence": "Here is a breakdown of its quality profile based on the data:"
},
{
"id": "6",
"agree": true,
"reason": "",
"sentence": "The measurements fall within tight, biologically plausible ranges for all three species:"
}
]
}