Received: from malur.postgresql.org ([217.196.149.56]) by arkaria.postgresql.org with esmtps (TLS1.3) tls TLS_ECDHE_RSA_WITH_AES_256_GCM_SHA384 (Exim 4.96) (envelope-from ) id 1vTGsJ-00FtIR-32 for pgsql-admin@arkaria.postgresql.org; Wed, 10 Dec 2025 09:52:47 +0000 Received: from localhost ([127.0.0.1] helo=malur.postgresql.org) by malur.postgresql.org with esmtp (Exim 4.96) (envelope-from ) id 1vTGsI-00AU1P-1b for pgsql-admin@arkaria.postgresql.org; Wed, 10 Dec 2025 09:52:46 +0000 Received: from magus.postgresql.org ([2a02:c0:301:0:ffff::29]) by malur.postgresql.org with esmtps (TLS1.3) tls TLS_ECDHE_RSA_WITH_AES_256_GCM_SHA384 (Exim 4.96) (envelope-from ) id 1vTGsI-00AU1H-0O for pgsql-admin@lists.postgresql.org; Wed, 10 Dec 2025 09:52:46 +0000 Received: from mail-ed1-x542.google.com ([2a00:1450:4864:20::542]) by magus.postgresql.org with esmtps (TLS1.3) tls TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA256 (Exim 4.96) (envelope-from ) id 1vTGsG-004EgN-0w for pgsql-admin@lists.postgresql.org; Wed, 10 Dec 2025 09:52:46 +0000 Received: by mail-ed1-x542.google.com with SMTP id 4fb4d7f45d1cf-6496c4ed38aso880040a12.1 for ; Wed, 10 Dec 2025 01:52:44 -0800 (PST) DKIM-Signature: v=1; a=rsa-sha256; c=relaxed/relaxed; d=cybertec.at; s=google; t=1765360362; x=1765965162; darn=lists.postgresql.org; h=mime-version:user-agent:content-transfer-encoding:references :in-reply-to:date:to:from:subject:message-id:from:to:cc:subject:date :message-id:reply-to; bh=zcSEYhVtT9WpbCi7egF6Act9wMEUb5LisChN2MARK/o=; b=MENemZbtOQ8t8Vd4/zFAm1vm4UgXNFvuammXflJADMn8O+PWFpZaWPnkIE1ztZWwxd ZtxCHNkAb8iJCC76zkiiWcDdM1ruPXt/Vly90gn9knai6lBKRBIuGy0z+yMlFmQFFOyG 05Ca03JoBdfcKGIcLUfdVzsuaq61/DJwwpMPY4QH5AiandsXXIqa5Si77su3PcEyfvvh gytpiGdXkkrkyxDJY7WbHxvmIcEhz6CrSlGprthhsdS0z5zhaejPHAahYF7gKmmXQmVj B/7eTs2QXlq2qTAIC0amNcCAPHZP6PA6G3+RYYrsntFpXB+xhJe9toqjXe5KO8+B3+hp Kafg== X-Google-DKIM-Signature: v=1; a=rsa-sha256; c=relaxed/relaxed; d=1e100.net; s=20230601; t=1765360362; x=1765965162; h=mime-version:user-agent:content-transfer-encoding:references :in-reply-to:date:to:from:subject:message-id:x-gm-gg :x-gm-message-state:from:to:cc:subject:date:message-id:reply-to; bh=zcSEYhVtT9WpbCi7egF6Act9wMEUb5LisChN2MARK/o=; b=gy/AC6IcDrvV9LsHbi7vHnl1DgraCjoAfPsywWs5+rWVy0ZepzurWitfw6DBWe++No RMVqXM/iG6RW/Jizbh8nXKrSklFjIrhD4F4v3QNgD5M4F01CtNQ7ydeVYbgSwWZfo/3n XQX1X0uW8JZVmARY9CKPdk/iOfmDf078keyaanmYiGqXxYexIZOuqwr+6yXmNAn2G1ow WmUpzca172eJL5j5rg+oh9OnAx3S+cX+vVQwD2jUjIy4u3DkTtr8OfQytTGMFoCqoOde kLgprkA+YwJuv0c1I48+xJm+GlQMsPIabTBFhMg/DXxECtR9a/TwCTPNwBvz/q+fOz/m H8xw== X-Forwarded-Encrypted: i=1; AJvYcCV+Be+HXq+3bZZiF6dB+6s5LbrxR7SFgkTD3ajbxutAdVhKjDYiiLldGR57/tB6kMbW9i9h5O9HmCZFFA==@lists.postgresql.org X-Gm-Message-State: AOJu0YxBPdMh0jXgWar614xMTX8rlY6LhyzDtnmG88DwSE81W9NI3akn kH7JZmzK+Av0CMSR8SaLgbtmCE/TBPlfAe003YQPRgaV3sen2t79KqIeYxEHCTSSk4A= X-Gm-Gg: AY/fxX4ePcC4b3xf366yy3BUQxxV8rxJ+w+4Pu3ioZGLD8ddvkMtujcl8x9pENw3/5u rX7XiiYQvNr1Pk8jnn7NZuO6FpzZYmhoL1oMyS5rE4cfPt926p0QnvN6c0B09rdbr2vCmZmVUHB +G9G22f1lfhMzwZyBFP6gpNnFZ7jcLsg4lW4wL8VyF8YAN23WjdycoNYGcYVtOTB5q+AITYXgNY 5WM7TFGzny7GTpmSMO/fWe0hE+PJ5+qDzbkWTkSd4Go+RJR0kDLHIkT26g7tOM5a17igtslXiYE Id3Vg9gC0CARj4AKhJpRz6Xtjrqbr4oQGqCtor2ZDJGO81ehkTMTqYTSFDAq3eJJHzYujKLqH92 Haaa65z/k9qYFuXVWesvQKOUDTsVqbQBj6BsjDZcml0lyIijHATq69HtusOPo6J5oW63XZ64VG7 f1f1M7/FdoWGRKFy9cn1b7BOCzkYB9HU3Xt0Gwbgq4 X-Google-Smtp-Source: AGHT+IHyDT95KrQscrCmK+LCxbmvgjrYD5wxpd83m1tbMz3K5HRSjip7IHDY+Pfoj8h1p/uarRcE4A== X-Received: by 2002:a05:6402:27ca:b0:649:64d3:1554 with SMTP id 4fb4d7f45d1cf-6496cbb58a1mr1840233a12.15.1765360362091; Wed, 10 Dec 2025 01:52:42 -0800 (PST) Received: from laurenz.albe-K4N0CV00F97414D ([88.116.133.170]) by smtp.gmail.com with ESMTPSA id 4fb4d7f45d1cf-647b2ec3003sm16373307a12.6.2025.12.10.01.52.41 (version=TLS1_3 cipher=TLS_AES_256_GCM_SHA384 bits=256/256); Wed, 10 Dec 2025 01:52:41 -0800 (PST) Message-ID: <957b7ca872d4cf8000b232ce8374b089bae36e69.camel@cybertec.at> Subject: Re: Data quality assessment From: Laurenz Albe To: Raj , Pgsql-admin Date: Wed, 10 Dec 2025 10:52:41 +0100 In-Reply-To: References: Content-Type: text/plain; charset="UTF-8" Content-Transfer-Encoding: quoted-printable User-Agent: Evolution 3.56.2 (3.56.2-2.fc42) MIME-Version: 1.0 List-Id: List-Help: List-Subscribe: List-Post: List-Owner: List-Archive: Archived-At: Precedence: bulk On Wed, 2025-12-10 at 11:13 +0530, Raj wrote: > Client is asking Data Quality Assesment report. >=20 > What should I include in the report?=C2=A0 Buzzwords. These days, "quality" is often used not for actual quality, but for "document everything exactly", so you should talk a lot about auditing. Yours, Laurenz Albe