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Thanks so much Sunny, Liron, Balraj and Devanand for your quick replys.

So as I understand you all propose to build a function on year by year basis... So there is no generalizable solution, command etc that would run the same calculation across all years no matter how many years?

In Tableau this is accomplished with mens nike fingertrap air max training shoes cheap

Is there something similar in Qlik?

I think there is a way, but need to be tested on your data. Is it possible to provide a sample?

Sure. The sample data set can be found from here:




Year([Order Date]) as Year,

Month([Order Date]) as Month,

MonthName([Order Date]) as MonthYear;

LOAD [Row ID],

[Order Priority],


[Unit Price],

[Shipping Cost],

[Customer ID],

[Customer Name],

[Ship Mode],

[Customer Segment],

[Product Category],

[Product Sub-Category],

[Product Container],

[Product Name],

[Product Base Margin],


[State or Province],


[Postal Code],

[Order Date],

[Ship Date],


[Quantity ordered new],


[Order ID]

[Sample - Superstore Subset (Excel).xlsx]

(ooxml, embedded labels, table is Orders);




Resident Table

Order By Month, Year;

DROP Table Table;

Expression: =Aggr(((Sum(Sales)/Above(Sum(Sales))) - 1) * 100, Year, Month)

=Aggr(((Sum(Sales)/Above(Sum(Sales))) - 1) * 100, Year, Month)

Here is how you can do it.

Quality Glossary Definition: Audit

Auditing is the on-site verification activity, such as inspection or examination, of a process or nike air max pink blue
, to ensure compliance to requirements. An audit can apply to an entire organization or might be specific to a function, process, or production step. Find more information in the video, nike black sweatshirt

As defined in ISO 19011:2011—Guidelines for auditing management systems , an audit is a “systematic, independent and documented process for obtaining audit evidence [records, statements of fact or other information which are relevant and verifiable] and evaluating it objectively to determine the extent to which the audit criteria [set of policies, procedures or requirements] are fulfilled.” Several audit methods may be employed to achieve the audit purpose.

There are three discrete types of audits: product (which includes services), process, and system. However, other methods, such as a desk or document review audit, may be employed independently or in support of the three general types of audits.

Some audits are named according to their purpose or scope. The scope of a department or function audit is a particular department or function. The purpose of a management audit relates to management interests such as assessment of area performance or efficiency.

An audit may also be classified as internal or external, depending on the interrelationships among participants. Internal audits are performed by employees of your organization. External audits are performed by an outside agent. Internal audits are often referred to as first-party audits, while external audits can be either second-party, or third-party.

Purchase ISO 19011:2011: guidelines for auditing management systems

Product audit Process audit System audit quality management system audit environmental system audit food safety system audit safety system audits first-party audit second-party audit third-party audit

An auditor may specialize in types of audits based on the audit purpose, such as to verify compliance, conformance, or performance. Some audits have special administrative purposes such as auditing documents, risk, or performance or following up on completed corrective actions.

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Visit the de Young

The Caroline and H. McCoy Jones Department of Textile Arts contains more than 13,000 textiles and costumes from traditions around the world. A remarkable range of techniques is represented, including loom-woven textiles; nonwoven fabrics, such as bark cloth, felt, and knitting; and objects embellished with beading and embroidery.

Highlights from the collection include extraordinary Turkmen carpets, rare 12th- through 15th-century Central Asian and North Indian silks, the most important group of Anatolian kilims outside Turkey, European tapestries, exquisite ecclesiastical textiles, and contemporary Bay Area fiber art. Since the 1930s the de Young has been known for its 20th-century couture, particularly from the post–World War II era, with outstanding pieces by Cristóbal Balenciaga, Coco Chanel, Christian Dior, Madame Grés, and Yves Saint Laurent.

With holdings that span nearly three millennia and represent cultures from 125 countries, the textile arts collection enables the Museums to draw connections across cultures and enrich other areas of the permanent collection. Throughout the year the Lonna and Marshall Wais and Diana Dollar Knowles and Gorham B. Knowles costume and textile arts gallery hosts several exhibitions, featuring the diverse range of these collections, as well as important traveling exhibitions.

In addition to the larger rotating textiles presentations in the main gallery, the T. B. Walker Family Education Gallery houses small, didactic displays and contains study drawers illustrating representative pieces from the entire collection, highlighting different textile techniques. The Joan Diehl McCauley Study Center is available to researchers with a specific focus of study by appointment only.

Step behind the scenes, as our textile conservation department, with assistance from registration and curatorial departments, prepares an important artwork from the museums’ collection for international travel. Part of a larger loan of six costumes, this video focuses on the preparation required to ensure safe transport of a voluminous and intricately embellished ball gown, Venus by Christian Dior (1949), in conjunction with Ship/Art International.

Christian Dior, Day dress, “Poulette”, 1948. Black Silk Faille, 63 x 17 11/16 in. Gift of Mrs. Eloise Heidland, 1982.18.4a-b

Kay Sekimachi, “Wave”, 1980. Woven book of linen, acrylic paint, and buckram (lining); double weave and warp-painting, 4 3/8 x 4 3/8 x 18 in. Gift of the artist, 2005.124