PHPMem v2.0.1
Version
1.6.45
Uptime
7 days 7 hours 16 minutes 4 seconds
Memory
Total
512MB
Used
13,32MB (2.6%)
Free
498,68MB
Keys
Current
10 162
Total (since start)
11 092
Evictions
0
Reclaimed
157
Expired Unfetched
0
Evicted Unfetched
0
Connections
Current
3 / 1 024 max
Total
62 519
Rejected
0
llm:49f8cce1f35edff7deaee1ffd79143862b0b5e6050914818bae32150a0a9c045
Edit
I need to identify columns with missing values and calculate the percentage of missing data for each. Let me query the column metadata to get null counts and then calculate percentages.
```json
{
"action": "tool_call",
"reasoning": "I'll query the analytics.column_overview metadata table to get null_count for all columns in the dataset, then calculate the percentage of missing values based on the total row count (105 rows as stated in the card).",
"tool": "query_sql",
"args": {
"sql": "SELECT table_name, column_name, null_count, ROUND((null_count * 100.0 / 105), 2) AS missing_percentage FROM analytics.column_overview WHERE null_count > 0 ORDER BY null_count DESC",
"purpose": "Find all columns with missing values and calculate the percentage missing",
"source": "raw"
}
}
```