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recuperare i dati raggruppati per mese utilizzando l'intervallo mysql

Prova questo

SELECT d.y, d.m, p.cnt 
FROM 
    (SELECT a.y, b.m 
    FROM (SELECT 2015 AS Y UNION ALL SELECT 2014 AS Y) a
    CROSS JOIN (SELECT 1 AS m UNION ALL SELECT 2 AS m UNION ALL SELECT 3 AS m UNION ALL SELECT 4 AS m UNION ALL SELECT 5 AS m UNION ALL SELECT 6 AS m UNION ALL SELECT 7 AS m UNION ALL SELECT 8 AS m UNION ALL SELECT 9 AS m UNION ALL SELECT 10 AS m UNION ALL SELECT 11 AS m UNION ALL SELECT 12 AS m) b
    WHERE CONCAT(a.y, '-', b.m, '-01') BETWEEN CURDATE() - INTERVAL 13 MONTH AND CURDATE() - INTERVAL 1 MONTH
    ORDER BY 1, 2) d
    LEFT OUTER JOIN
    (SELECT YEAR(purchasedate) AS Y ,MONTH(purchasedate) AS m, COUNT(*) cnt FROM purchase WHERE productid=1001 AND purchasedate >= CURDATE() - INTERVAL 1 YEAR GROUP BY m, Y) p ON d.m=p.m AND d.y=p.y
ORDER BY 1 DESC, 2

Non stai facendo nulla di sbagliato, ma MySQL non può restituire righe per mesi che non esistono nel tuo set di dati. Per risolvere questo problema, devi fornirti tutti i mesi (tabella d in questa query) e LEFT JOIN con i risultati del tuo set di dati