EDAAnalyzer - Rally Stage - Citroen C4 WRC
Comprehensive EDA with telemetry stats, lap analysis, and metadata discovery
Sample Data
| Attribute | Value |
|---|---|
| Source | motec |
| Category | rally_stage |
| File | /Users/mhild/src/durandom/racing/b4racing/packages/source-motec/tests/fixtures/telemetry-NGP-Car_5-Citroen_C4_WRC-Stage_230-20260122_130000.ld |
Available Channels (30): brake, brake_layer_temp_fl, brake_layer_temp_fr, brake_layer_temp_rl, brake_layer_temp_rr, brake_temp_fl, brake_temp_fr, brake_temp_rl, brake_temp_rr, brake_wear_fl, brake_wear_fr, brake_wear_rl, brake_wear_rr, clutch, damping_force_fl, damping_force_fr, damping_force_rl, damping_force_rr, distance, engine_temp, gear, handbrake, lap_distance_pct, lat_accel, long_accel, pitch, position_x, position_y, position_z, roll
Configuration
| Setting | Value |
|---|---|
| Slice Type | lap |
| Metadata Only | False |
When to Use
- User asks 'what data do I have' or 'show me my telemetry'
- User wants to understand data quality before detailed analysis
- User asks about available channels or data completeness
- User wants to find correlations between telemetry channels
- User asks about lap time distribution or consistency
- User wants fuel consumption analysis
- Data scientist exploring unfamiliar telemetry dataset
Key Options
| Option | Description |
|---|---|
sample_limit | Max samples to analyze, 0=unlimited (default: 10000) |
top_correlations | Number of top correlation pairs (default: 10) |
include_enriched_metadata | Include track/car/session metadata (default: True) |
lap_selection | all |
Sample Output
Subjects Analyzed: 1 Context: Rally stage data
Standard EDA (Default)
Options: sample_limit=10000, _config_label=Standard EDA (Default)
Error: Invalid options for analyzer 'EDAAnalyzer': 1 validation error for EDAOptions
_config_label
Extra inputs are not permitted [type=extra_forbidden, input_value='Standard EDA (Default)', input_type=str]
For further information visit https://errors.pydantic.dev/2.12/v/extra_forbidden
Example Calls
What telemetry data do I have?
analyze(analyzers='eda', event='...')
Shows all channels, lap metadata, and discovered metadata
How consistent were my lap times?
analyze(analyzers='eda', event='...')
Shows lap time distribution with mean, std, quartiles
What's my fuel consumption?
analyze(analyzers='eda', event='...')
Shows fuel consumption statistics per lap
Generated from b4racing.analysis.analyzers.eda.EDAAnalyzer