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From my experience, the electricity consumption of e-bikes is low. We have a Babboe cargo bike and we drive 5km every day. I measure the electricity consumption of the charger, and it comes down to 0.5-1kWh per month. I assume regular e-bikes have an even lower consumption.
A UK study showed that carbon emissions for ebike usage was less than human powered cycling, because UK people eat so much meat.