PHPMem v2.0.1
Version
1.6.45
Uptime
7 days 8 hours 25 minutes 50 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
63 892
Rejected
0
llm:5c0889beb45a900b2c01baa3877a8740d747960601253c5a40ce838393dad479
Edit
I need to identify columns with missing values and calculate the percentage missing 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 missing based on the total row count (3,574 rows as stated in the card). This will give me a complete picture of missing values across all columns.",
"tool": "query_sql",
"args": {
"sql": "SELECT table_name, column_name, null_count, ROUND(100.0 * null_count / 3574, 2) AS pct_missing 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 for each",
"source": "raw"
}
}
```