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energyplus weather file

There isn't an .epw in E+ database for the location I wanna work in. So, I downloaded the files of the nearest location, converted it to csv, and edited the data based on weather data.

Now I have an .epw, but I am not satisfied with the results. So, after simulation the outdoor temperature in variables summary are very different than the weather data.

Has anybody any successful experience in converting/creating weather file?