There is not a good solution for this. You can achieve this with JSON functions as of 5.6, I think, but it's a little tricky until 8.0, when mySQL added the JSON_TABLE function, which can convert json data to a table like object and perform selects on it, but how it will perform is dependent on your actual data. Here's a working example:
CREATE TABLE t(raw varchar(100));
INSERT INTO t (raw) VALUES ('this is a test');
You will need to strip the symbols (commas, periods, maybe others) from your text, then replace any white text with ",", then wrap the whole thing in [" and "] to json format it. I'm not going to give a full featured example, because you know better than I do what your data looks like, but something like this (in its simplest form):
SELECT CONCAT('["', REPLACE(raw, ' ', '","'), '"]') FROM t;
With JSON_TABLE, you can do something like this:
SELECT CONCAT('["', REPLACE(raw, ' ', '","'), '"]') INTO @delimited FROM t;
SELECT *
FROM JSON_TABLE(
@delimited,
"$[*]"
COLUMNS(Value varchar(50) PATH "$")
) d;
See this fiddle: https://dbfiddle.uk/?rdbms=mysql_8.0&fiddle=7a86fcc77408ff5dfec7a805c6e4117a
At this point you have a table of the split words, and you can replace SELECT *
with whatever counting query you want, probably SELECT Value, count(*) as vol
. You will also need to use group_concat to handle multiple rows. Like this:
insert into t (raw) values ('this is also a test'), ('and you can test it');
select concat(
'["',
replace(group_concat(raw SEPARATOR '","'), ' ', '","'),
'"]'
) into @delimited from t;
SELECT Value, count(*) as vol
FROM JSON_TABLE(
@delimited,
"$[*]"
COLUMNS(Value varchar(50) PATH "$")
) d
GROUP BY Value ORDER BY count(*) DESC;
If you are running <8.0, you can still accomplish this, but it will take some hackiness, like generating an arbitrary list of numbers and constructing the paths dynamically from that.