Real ChatGPT answer · index seedJwrcsVKfzSQcompleteMarketing and advertising · web analyticsinformational
What steps are required to build a predictive lead scoring model in BigQuery ML using historical web analytics event streams exported from our tracking tool?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What steps are required to build a predictive lead scoring model in BigQuery ML using historical web analytics event streams exported from our tracking tool?
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Google BigQuery ML create model logistic regression feature engineering time series data leakage evaluation documentation Google ↗
Google Analytics 4 BigQuery export schema events documentation Google ↗
- The CREATE MODEL statement for generalized linear models | BigQuery | Google Cloud Documentation · docs.cloud.google.com
- The CREATE MODEL statement | BigQuery | Google Cloud Documentation · docs.cloud.google.com
- BigQuery ML model evaluation overview | Google Cloud Documentation · docs.cloud.google.com
- Create an ML model in BigQuery ML by using SQL | Google Cloud Documentation · docs.cloud.google.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google BigQuery ML create model logistic regression feature engineering time series data leakage evaluation documentation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Google Analytics 4 BigQuery export schema events documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |