E-bike dataset — license & sample
One CSV/XLSX/JSON bundle: 365 model records (87 curated full-spec + 278 catalog-derived), 36 spec fields, 85 error codes, 68 component relations, chargers, aliases and compatibility. Every value carries source URL, quote, fetch time and confidence.
How buyers use this bundle
Typical uses: build a filterable model shortlist (class, battery capacity, torque, price),
compare a client's line-up against the market, or cite a specific spec in a report. The bundle keeps
source_url, qa_flags and a provenance file so any number can be traced back to its page
and quote before use. Fields with low coverage are null rather than guessed; the data dictionary shows coverage
per field so a buyer can see exactly what is complete.
License options
$399 — one vertical, current build, CSV + XLSX + JSON.
$1499 — full license with quarterly refresh and change log.
$199/mo — refresh subscription (4 updates/yr).
Checkout link pending verification Checkout link pending verification Checkout link pending verification
Free sample: Download CSV (20 rows) JSON
Checkout provider: gumroad · status: pending_operator_verification. Checkout activates after the seller payout account is verified.
Version history: change log.
Sample rows (first 10 of 365)
| Brand | Model | MSRP | Battery Wh | Motor W | Weight lb | Torque Nm |
|---|---|---|---|---|---|---|
| Aventon | Abound LR | $1,999 | 733 | 750 | 88 | 80 |
| Aventon | Abound SR | $1,899 | 733 | — | 80 | 80 |
| Aventon | Aventure 3 | $1,999 | 733 | 750 | 76 | 80 |
| Aventon | Aventure 3 Step-Through | $1,999 | 733 | 750 | 77 | 80 |
| Aventon | Aventure M | $2,899 | 733 | 250 | 73 | 100 |
| Aventon | Current ADV | $3,999 | 800 | — | 56 | 110 |
| Aventon | Current EXP | $5,999 | 800 | — | 53 | 110 |
| Aventon | Current LTD | $7,999 | 800 | — | 51 | 110 |
| Aventon | Level 3 | $1,699 | 733 | 500 | 67 | 60 |
| Aventon | Level 3 Step-Through | $1,699 | 733 | 500 | 67 | 60 |
Schema — 36 fields
| Field | Type | Unit | Description | Coverage |
|---|---|---|---|---|
| class | int | US e-bike class (1-3) | 15.3% | |
| class_range | string | Regulatory class range | 0.3% | |
| top_speed_mph | float | mph | Top assisted speed | 33.4% |
| throttle | enum | Throttle present (Y/N) | 12.1% | |
| pedal_assist | string | Pedal assist levels/sensor | 0.0% | |
| motor_brand | string | Motor manufacturer | 3.8% | |
| motor_watts_nominal | float | W | Nominal motor power | 77.8% |
| motor_watts_peak | float | W | Peak motor power | 8.5% |
| motor_torque_nm | float | Nm | Motor torque | 46.0% |
| motor_position | enum | Hub or mid drive | 10.1% | |
| battery_voltage | float | V | Nominal battery voltage | 54.2% |
| battery_ah | float | Ah | Battery capacity | 61.9% |
| battery_wh | float | Wh | Battery energy | 51.2% |
| battery_removable | enum | Removable battery (Y/N) | 5.2% | |
| battery_connector | string | Battery connector type | 0.0% | |
| charger_output_v_a | string | V/A | Charger output | 11.2% |
| drivetrain | string | Drivetrain type | 2.5% | |
| gearing | string | Gearing/derailleur | 11.0% | |
| tire_size | string | in | Tire size | 16.4% |
| tire_width_in | float | in | Tire width | 16.4% |
| tire_pressure_psi | float | psi | Tire pressure | 0.0% |
| brake_type | string | Brake type | 19.5% | |
| rotor_size_mm | float | mm | Brake rotor size | 10.4% |
| display_model | string | Display model | 7.7% | |
| display_protocol | string | Display protocol | 0.0% | |
| controller_model | string | Controller model | 0.0% | |
| motor_connector | string | Motor connector | 0.0% | |
| hall_connector | string | Hall sensor connector | 0.0% | |
| throttle_connector | string | Throttle connector | 0.0% | |
| display_connector | string | Display connector | 0.0% | |
| speed_unlock_method | string | Speed unlock method | 0.0% | |
| unlock_reversible | enum | Unlock reversible (Y/N) | 0.0% | |
| weight_lb | float | lb | Bike weight | 35.6% |
| max_payload_lb | float | lb | Max payload | 12.6% |
| msrp_usd | float | USD | MSRP | 100.0% |
| warranty_months | float | months | Warranty length | 0.5% |
Files in the bundle
dataset.csv/dataset.jsonl— normalized model recordsdataset.xlsx— spreadsheet exportprovenance.jsonl— one line per value: source_id, quote, confidence, fetch timedata_dictionary.csv— field definitions, units, coveragesupporting/— error codes, chargers, relations, aliases, compatibility, UL 2849manifest.json— input and file SHA-256 for reproducibility
Sources in this build
Every value traces to one of these source domains (per-value URL + quote in the bundle):
arielrider.com · aventon.com · batchbicycles.com · biktrix.com · cyrusher.com · dyucycle.com · ecotric.com · emojobike.com · engwe.com · espinbikes.com · heybike.com · hiboy.com · himiwaybike.com · hover-1.com · hovsco.com · huffybikes.com · hyperbicycles.com · kbobike.com · lectricebikes.com · magnumbikes.com
Example source pages actually fetched for this bundle:
arielrider.com example page · aventon.com example page · batchbicycles.com example page · batchbicycles.com example page · batchbicycles.com example page · batchbicycles.com example page · batchbicycles.com example page · biktrix.com example page · biktrix.com example page · biktrix.com example page · biktrix.com example page · biktrix.com example page · biktrix.com example page · biktrix.com example page · biktrix.com example page
License
LICENSE_PLACEHOLDER — one-off/commercial license text to be finalized before first sale.