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Como criar uma consulta no MySQL para subtrair linhas consecutivas com base na data e em um campo distinto?


A pergunta mudou um pouco, aqui está o meu entendimento atual do que você quer.
CREATE TABLE inventory
    (`animal` varchar(6), `date` date, `quantity` int);
INSERT INTO inventory
    (`animal`, `date`, `quantity`)
VALUES
    ('dog', '2015-01-01', 400),
    ('cat', '2015-01-01', 300),
    ('dog', '2015-01-02', 402),
    ('rabbit', '2015-01-01', 500),
    ('cat', '2015-01-02', 304),
    ('rabbit', '2015-01-02', 508),
    ('rabbit', '2015-01-03', 524),
    ('rabbit', '2015-01-04', 556),
    ('rabbit', '2015-01-05', 620),
    ('rabbit', '2015-01-06', 748);

A consulta

select animal,actual_date,past_date,quantity_diff
from
(   SELECT a.animal, a.Date
    AS actual_date, past_date.Date
    AS past_date, (a.quantity - past_date.quantity)
    AS quantity_diff,
    1 as drewOrder
    FROM inventory a
    JOIN
    (SELECT b.animal, b.date AS date1,
    (SELECT MAX(c.date)
    FROM inventory c
    WHERE c.date < b.date AND c.animal = b.animal
    GROUP BY c.animal)
    AS date2 
    FROM inventory b)
    AS original_date ON original_date.animal = a.animal
    AND original_date.date1 = a.date
    JOIN
    inventory past_date
    ON past_date.animal = a.animal
    AND past_date.date = original_date.date2
    union
    select distinct animal,null,null,null,2 as drewOrder from inventory
) x
order by x.animal,x.drewOrder,x.actual_date;

Os resultados:

+--------+-------------+------------+---------------+
| animal | actual_date | past_date  | quantity_diff |
+--------+-------------+------------+---------------+
| cat    | 2015-01-02  | 2015-01-01 |             4 |
| cat    | NULL        | NULL       |          NULL |
| dog    | 2015-01-02  | 2015-01-01 |             2 |
| dog    | NULL        | NULL       |          NULL |
| rabbit | 2015-01-02  | 2015-01-01 |             8 |
| rabbit | 2015-01-03  | 2015-01-02 |            16 |
| rabbit | 2015-01-04  | 2015-01-03 |            32 |
| rabbit | 2015-01-05  | 2015-01-04 |            64 |
| rabbit | 2015-01-06  | 2015-01-05 |           128 |
| rabbit | NULL        | NULL       |          NULL |
+--------+-------------+------------+---------------+