The origin on why ‘%20’ is used as a space in URLs

It’s called percent encoding. Some characters can’t be in a URI (for example #, as it denotes the URL fragment), so they are represented with characters that can be (# becomes %23)

Here’s an excerpt from that same article:

When a character from the reserved set (a “reserved character”) has special meaning (a “reserved purpose”) in a certain context, and a URI scheme says that it is necessary to use that character for some other purpose, then the character must be percent-encodedPercent-encoding a reserved character involves converting the character to its corresponding byte value in ASCII and then representing that value as a pair of hexadecimal digits. The digits, preceded by a percent sign (“%”) which is used as an escape character, are then used in the URI in place of the reserved character. (For a non-ASCII character, it is typically converted to its byte sequence in UTF-8, and then each byte value is represented as above.)

The space character’s character code is 32:

> ' '.charCodeAt(0)
32

Which is 20 in base-16:

> ' '.charCodeAt(0).toString(16)
"20"

Tack a percent sign in front of it and you get %20.

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