Thanks for clarifying the question. If you have Latent Class standalone software or MBC software from us, you can do this from a properly-formatted .csv file (which of course may be saved out of Excel).
These two systems (Latent Class or MBC) can estimate aggregate (pooled) binary or multinomial logistic regression. With Latent Class software, you need to request a 1-group solution to obtain the aggregate multinomial logit model or the aggregate binary logit model.
Do you have Latent Class or MBC? If you have Latent Class, instructions for formatting the data file are provided under Help + Contents + Using the Latent Class System + Creating Your Own Datasets in .CSV Format.
If you have MBC, instructions are provided in the first few pages of the Help or the Manual.