Analysis #1
needs_target
Objective: Find which factors most strongly influence sales.
sample_business_data.csv · 500 rows ×
11 columns
Which column should the agent predict?
The agent is only 55% confident about which column your objective refers to, and modelling the wrong column would produce a confident, wrong answer. Please confirm the column you want to predict.
| Column | Likely task | Why the agent considered it |
|---|---|---|
SubscriptionType |
classification | last column in the file; 3 distinct classes |
Currency |
classification | 3 distinct classes |
Region |
classification | 4 distinct classes |
CustomerID |
regression | continuous numeric column |
PurchaseAmount |
regression | continuous numeric column |
Workflow
0%
- Dataset analysed 500 rows × 11 columns, data quality score 93/100
- Data cleaned 3 cleaning action(s); 0 rows and 1 columns removed
- Objective analysed by the AI layer Recommendation received from the built-in rule-based analyst
- Problem type detected
- Target variable confirmed Waiting for the user to confirm which column to predict.
- Features engineered
- Features selected
- Models selected
- Models trained
- Models evaluated
- Best model selected
- Objective validated
- Dashboard generated
- Report ready
This page checks the agent's real position every second. You can leave it open — nothing is lost if you close it, and analysis #1 stays at this address.