PHPMem v2.0.1
Version
1.6.45
Uptime
17 days 6 hours 22 minutes 58 seconds
Memory
Total
512MB
Used
12,72MB (2.48%)
Free
499,28MB
Keys
Current
14 060
Total (since start)
40 994
Evictions
0
Reclaimed
760
Expired Unfetched
0
Evicted Unfetched
0
Connections
Current
14 / 1 024 max
Total
215 097
Rejected
0
llm:9e84dbe0af9253deb71658f7634747300f80aaa28762471ebc73273110e4de70
Edit
{
"classifications": [
{
"column": "User_ID",
"label": "near_key",
"confidence": 0.9,
"reason": "288 distinct of 300 rows (96%), no nulls; best key candidate but duplicates prevent primary key"
},
{
"column": "Age",
"label": "none",
"confidence": 0.95,
"reason": "Attribute with messy values, not a key"
},
{
"column": "Gender",
"label": "none",
"confidence": 0.97,
"reason": "Low-cardinality attribute"
},
{
"column": "Country",
"label": "none",
"confidence": 0.95,
"reason": "Categorical attribute, not a join key"
},
{
"column": "User_Type",
"label": "none",
"confidence": 0.97,
"reason": "Binary categorical attribute"
},
{
"column": "Education_Level",
"label": "none",
"confidence": 0.96,
"reason": "Categorical attribute"
},
{
"column": "Profession",
"label": "none",
"confidence": 0.93,
"reason": "Descriptive categorical attribute"
},
{
"column": "Monthly_Income",
"label": "none",
"confidence": 0.96,
"reason": "Measure stored as text"
},
{
"column": "AI_Tool",
"label": "none",
"confidence": 0.95,
"reason": "Categorical attribute"
},
{
"column": "AI_Purpose",
"label": "none",
"confidence": 0.96,
"reason": "Categorical attribute"
},
{
"column": "AI_Usage_Hours_Per_Day",
"label": "none",
"confidence": 0.97,
"reason": "Numeric measure"
},
{
"column": "Tasks_Performed",
"label": "none",
"confidence": 0.93,
"reason": "Free text description, not an identifier (271 distinct of 300)"
},
{
"column": "Monthly_AI_Cost",
"label": "none",
"confidence": 0.97,
"reason": "Measure"
},
{
"column": "Productivity_Score",
"label": "none",
"confidence": 0.97,
"reason": "Numeric measure"
},
{
"column": "Accuracy_Rating",
"label": "none",
"confidence": 0.97,
"reason": "Rating measure"
},
{
"column": "Satisfaction_Score",
"label": "none",
"confidence": 0.97,
"reason": "Rating measure"
},
{
"column": "Time_Saved_Hours_Per_Week",
"label": "none",
"confidence": 0.96,
"reason": "Numeric measure"
},
{
"column": "Work_or_Study_Hours_Per_Day",
"label": "none",
"confidence": 0.96,
"reason": "Numeric measure"
},
{
"column": "Would_Recommend",
"label": "none",
"confidence": 0.97,
"reason": "Categorical response"
}
]
}