[noun (number + counter)] + 当たり [noun (number + counter)] + 当たり + の + [noun]
当たり means "per": it follows one unit – usually 一 and a counter, such as ひとり一人, いちにち一日, いっこ一個 – and gives how much of something falls to each one. It is spelled in kanji or in kana, あたり, with no difference in meaning.
To describe a noun, 当たり takes の. This is the form in statistics and the news.
In ordinary talk about how often or how much you do something, the number and counter alone are enough: いちにち一日さん三じかん時間べんきょう勉強します. 当たり belongs where a rate is being calculated or compared – prices, figures, averages.
The unit in front of 当たり is a counted amount. A place or a group name does not take it: ×この地域当たりの人口 → この地域の人口.