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Pivot Grid - Summary Display Modes

Summary display modes are post-processing functions that allow you to perform additional calculations on each summary value and take into account neighboring summary values. You can use summary display modes to present pivot data from different angles.

Backend API
@using DevExtreme.MVC.Demos.Models <div class="desc-container"> Right-click (or&nbsp;touch and hold) the "Relative Sales" field and select an&nbsp;item from the appeared context menu to&nbsp;change the <b>"summaryDisplayMode"</b> option. </div> @(Html.DevExtreme().PivotGrid<Sale>() .AllowSortingBySummary(true) .AllowSorting(true) .AllowExpandAll(true) .ShowBorders(true) .FieldChooser(c => c.Enabled(false)) .FieldPanel(p => p.ShowFilterFields(false).AllowFieldDragging(false).Visible(true)) .OnContextMenuPreparing("contextMenu_preparing") .DataSource(d => d .Store(s => s.WebApi().Controller("PivotGridData")) .Fields(fields => { fields.AddFor(m => m.Region) .Width(120) .Area(PivotGridArea.Row); fields.AddFor(m => m.City) .Width(150) .Area(PivotGridArea.Row); fields.AddFor(m => m.Date) .Area(PivotGridArea.Column); fields.Add() .GroupName("Date") .GroupInterval(PivotGridGroupInterval.Year) .Expanded(true); fields.AddFor(m => m.Amount) .Caption("Relative Sales") .SummaryType(SummaryType.Sum) .Area(PivotGridArea.Data) .SummaryDisplayMode(PivotGridSummaryDisplayMode.PercentOfColumnGrandTotal); }) ) ) <script> var summaryDisplayModes = [ { text: "None", value: "none" }, { text: "Absolute Variation", value: "absoluteVariation" }, { text: "Percent Variation", value: "percentVariation" }, { text: "Percent of Column Total", value: "percentOfColumnTotal" }, { text: "Percent of Row Total", value: "percentOfRowTotal" }, { text: "Percent of Column Grand Total", value: "percentOfColumnGrandTotal" }, { text: "Percent of Row Grand Total", value: "percentOfRowGrandTotal" }, { text: "Percent of Grand Total", value: "percentOfGrandTotal" } ]; function contextMenu_preparing(e) { var dataSource = e.component.getDataSource(); if(e.field && e.field.dataField === "Amount") { $.each(summaryDisplayModes, function(_, summaryDisplayMode) { var summaryDisplayModeValue = summaryDisplayMode.value; e.items.push({ text: summaryDisplayMode.text, selected: e.field.summaryDisplayMode === summaryDisplayModeValue, onItemClick: function() { var format, caption = summaryDisplayModeValue === "none" ? "Total Sales" : "Relative Sales"; if(summaryDisplayModeValue === "none" || summaryDisplayModeValue === "absoluteVariation") { format = "currency"; } dataSource.field(e.field.index, { summaryDisplayMode: summaryDisplayModeValue, format: format, caption: caption }); dataSource.load(); } }); }); } } </script>
using DevExtreme.MVC.Demos.Models.SampleData; using System; using System.Collections.Generic; using System.Linq; using System.Web; using System.Web.Mvc; namespace DevExtreme.MVC.Demos.Controllers { public class PivotGridController : Controller { public ActionResult SummaryDisplayModes() { return View(); } } }
using System; using System.Collections.Generic; using System.Linq; using System.Net.Http; using System.Web.Http; using DevExtreme.AspNet.Data; using DevExtreme.AspNet.Mvc; using DevExtreme.MVC.Demos.Models.SampleData; namespace DevExtreme.MVC.Demos.Controllers.ApiControllers { public class PivotGridDataController : ApiController { [HttpGet] public HttpResponseMessage Get(DataSourceLoadOptions loadOptions) { return Request.CreateResponse(DataSourceLoader.Load(SampleData.Sales, loadOptions)); } } }
using System; using System.Collections.Generic; using System.ComponentModel.DataAnnotations; using System.Linq; using System.Web; namespace DevExtreme.MVC.Demos.Models { public class Sale { [Display(Name = "Order ID")] public int OrderId { get; set; } public string Region { get; set; } public string Country { get; set; } public string City { get; set; } [Display(Name = "Total")] public int Amount { get; set; } public DateTime Date { get; set; } } }
using System; using System.Collections.Generic; namespace DevExtreme.MVC.Demos.Models.SampleData { public partial class SampleData { public static readonly IEnumerable<Sale> Sales = new[] { new Sale { OrderId = 10248, Region = "North America", Country = "United States", City = "New York", Amount = 1740, Date = DateTime.Parse("2013/01/06") }, new Sale { OrderId = 10249, Region = "North America", Country = "United States", City = "Los Angeles", Amount = 850, Date = DateTime.Parse("2013/01/13") }, new Sale { OrderId = 10250, Region = "North America", Country = "United States", City = "Denver", Amount = 2235, Date = DateTime.Parse("2013/01/07") }, new Sale { OrderId = 10251, Region = "North America", Country = "Canada", City = "Vancouver", Amount = 1965, Date = DateTime.Parse("2013/01/03") }, new Sale { OrderId = 10252, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 880, Date = DateTime.Parse("2013/01/10") }, new Sale { OrderId = 10253, Region = "South America", Country = "Brazil", City = "Rio de Janeiro", Amount = 5260, Date = DateTime.Parse("2013/01/17") }, new Sale { OrderId = 10254, Region = "South America", Country = "Argentina", City = "Buenos Aires", Amount = 2790, Date = DateTime.Parse("2013/01/21") }, new Sale { OrderId = 10255, Region = "South America", Country = "Paraguay", City = "Asuncion", Amount = 3140, Date = DateTime.Parse("2013/01/01") }, new Sale { OrderId = 10256, Region = "Europe", Country = "United Kingdom", City = "London", Amount = 6175, Date = DateTime.Parse("2013/01/24") }, new Sale { OrderId = 10257, Region = "Europe", Country = "Germany", City = "Berlin", Amount = 4575, Date = DateTime.Parse("2013/01/11") }, new Sale { OrderId = 10258, Region = "Europe", Country = "Spain", City = "Madrid", Amount = 3680, Date = DateTime.Parse("2013/01/12") }, new Sale { OrderId = 10259, Region = "Europe", Country = "Russian Federation", City = "Moscow", Amount = 2260, Date = DateTime.Parse("2013/01/01") }, new Sale { OrderId = 10260, Region = "Asia", Country = "China", City = "Beijing", Amount = 2910, Date = DateTime.Parse("2013/01/26") }, new Sale { OrderId = 10261, Region = "Asia", Country = "Japan", City = "Tokyo", Amount = 8400, Date = DateTime.Parse("2013/01/05") }, new Sale { OrderId = 10262, Region = "Asia", Country = "Republic of Korea", City = "Seoul", Amount = 1325, Date = DateTime.Parse("2013/01/14") }, new Sale { OrderId = 10263, Region = "Australia", Country = "Australia", City = "Sydney", Amount = 3920, Date = DateTime.Parse("2013/01/05") }, new Sale { OrderId = 10264, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 2220, Date = DateTime.Parse("2013/01/15") }, new Sale { OrderId = 10265, Region = "Africa", Country = "South Africa", City = "Pretoria", Amount = 940, Date = DateTime.Parse("2013/01/01") }, new Sale { OrderId = 10266, Region = "Africa", Country = "Egypt", City = "Cairo", Amount = 1630, Date = DateTime.Parse("2013/01/10") }, new Sale { OrderId = 10267, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 2910, Date = DateTime.Parse("2013/01/23") }, new Sale { OrderId = 10268, Region = "North America", Country = "United States", City = "Los Angeles", Amount = 2600, Date = DateTime.Parse("2013/01/14") }, new Sale { OrderId = 10269, Region = "Europe", Country = "Spain", City = "Madrid", Amount = 4340, Date = DateTime.Parse("2013/01/26") }, new Sale { OrderId = 10270, Region = "Europe", Country = "United Kingdom", City = "London", Amount = 6650, Date = DateTime.Parse("2013/01/24") }, new Sale { OrderId = 10271, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 490, Date = DateTime.Parse("2013/01/22") }, new Sale { OrderId = 10272, Region = "North America", Country = "United States", City = "New York", Amount = 3390, Date = DateTime.Parse("2013/01/25") }, new Sale { OrderId = 10273, Region = "North America", Country = "United States", City = "New York", Amount = 5160, Date = DateTime.Parse("2013/02/20") }, new Sale { OrderId = 10274, Region = "North America", Country = "United States", City = "Los Angeles", Amount = 5750, Date = DateTime.Parse("2013/02/12") }, new Sale { OrderId = 10275, Region = "North America", Country = "United States", City = "Denver", Amount = 2805, Date = DateTime.Parse("2013/02/13") }, new Sale { OrderId = 10276, Region = "North America", Country = "Canada", City = "Vancouver", Amount = 2505, Date = DateTime.Parse("2013/02/09") }, new Sale { OrderId = 10277, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 930, Date = DateTime.Parse("2013/02/04") }, new Sale { OrderId = 10278, Region = "South America", Country = "Brazil", City = "Rio de Janeiro", Amount = 1240, Date = DateTime.Parse("2013/02/03") }, new Sale { OrderId = 10279, Region = "South America", Country = "Argentina", City = "Buenos Aires", Amount = 315, Date = DateTime.Parse("2013/02/04") }, new Sale { OrderId = 10280, Region = "South America", Country = "Paraguay", City = "Asuncion", Amount = 2870, Date = DateTime.Parse("2013/02/18") }, new Sale { OrderId = 10281, Region = "Europe", Country = "United Kingdom", City = "London", Amount = 5150, Date = DateTime.Parse("2013/02/18") }, new Sale { OrderId = 10282, Region = "Europe", Country = "Germany", City = "Berlin", Amount = 2725, Date = DateTime.Parse("2013/02/20") }, new Sale { OrderId = 10283, Region = "Europe", Country = "Spain", City = "Madrid", Amount = 2840, Date = DateTime.Parse("2013/02/04") }, new Sale { OrderId = 10284, Region = "Europe", Country = "Russian Federation", City = "Moscow", Amount = 5840, Date = DateTime.Parse("2013/02/13") }, new Sale { OrderId = 10285, Region = "Asia", Country = "China", City = "Beijing", Amount = 6750, Date = DateTime.Parse("2013/02/11") }, new Sale { OrderId = 10286, Region = "Asia", Country = "Japan", City = "Tokyo", Amount = 1200, Date = DateTime.Parse("2013/02/03") }, new Sale { OrderId = 10287, Region = "Asia", Country = "Republic of Korea", City = "Seoul", Amount = 4550, Date = DateTime.Parse("2013/02/08") }, new Sale { OrderId = 10288, Region = "Australia", Country = "Australia", City = "Sydney", Amount = 6040, Date = DateTime.Parse("2013/02/17") }, new Sale { OrderId = 10289, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 2205, Date = DateTime.Parse("2013/02/08") }, new Sale { OrderId = 10290, Region = "Africa", Country = "South Africa", City = "Pretoria", Amount = 990, Date = DateTime.Parse("2013/02/20") }, new Sale { OrderId = 10291, Region = "Africa", Country = "Egypt", City = "Cairo", Amount = 700, Date = DateTime.Parse("2013/02/11") }, new Sale { OrderId = 10292, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 2325, Date = DateTime.Parse("2013/02/15") }, new Sale { OrderId = 10293, Region = "South America", Country = "Argentina", City = "Buenos Aires", Amount = 930, Date = DateTime.Parse("2013/02/21") }, new Sale { OrderId = 10294, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 1560, Date = DateTime.Parse("2013/02/04") }, new Sale { OrderId = 10295, Region = "North America", Country = "United States", City = "New York", Amount = 1740, Date = DateTime.Parse("2013/03/04") }, new Sale { OrderId = 10296, Region = "North America", Country = "United States", City = "Los Angeles", Amount = 3575, Date = DateTime.Parse("2013/03/20") }, new Sale { OrderId = 10297, Region = "North America", Country = "United States", City = "Denver", Amount = 4500, Date = DateTime.Parse("2013/03/04") }, new Sale { OrderId = 10298, Region = "North America", Country = "Canada", City = "Vancouver", Amount = 1605, Date = DateTime.Parse("2013/03/17") }, new Sale { OrderId = 10299, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 800, Date = DateTime.Parse("2013/03/21") }, new Sale { OrderId = 10300, Region = "South America", Country = "Brazil", City = "Rio de Janeiro", Amount = 640, Date = DateTime.Parse("2013/03/08") }, new Sale { OrderId = 10301, Region = "South America", Country = "Argentina", City = "Buenos Aires", Amount = 735, Date = DateTime.Parse("2013/03/19") }, new Sale { OrderId = 10302, Region = "South America", Country = "Paraguay", City = "Asuncion", Amount = 2520, Date = DateTime.Parse("2013/03/20") }, new Sale { OrderId = 10303, Region = "Europe", Country = "United Kingdom", City = "London", Amount = 6675, Date = DateTime.Parse("2013/03/18") }, new Sale { OrderId = 10304, Region = "Europe", Country = "Germany", City = "Berlin", Amount = 3625, Date = DateTime.Parse("2013/03/25") }, new Sale { OrderId = 10305, Region = "Europe", Country = "Spain", City = "Madrid", Amount = 1200, Date = DateTime.Parse("2013/03/07") }, new Sale { OrderId = 10306, Region = "Europe", Country = "Russian Federation", City = "Moscow", Amount = 2000, Date = DateTime.Parse("2013/03/07") }, new Sale { OrderId = 10307, Region = "Asia", Country = "China", City = "Beijing", Amount = 1410, Date = DateTime.Parse("2013/03/10") }, new Sale { OrderId = 10308, Region = "Asia", Country = "Japan", City = "Tokyo", Amount = 2700, Date = DateTime.Parse("2013/03/19") }, new Sale { OrderId = 10309, Region = "Asia", Country = "Republic of Korea", City = "Seoul", Amount = 5950, Date = DateTime.Parse("2013/03/24") }, new Sale { OrderId = 10310, Region = "Australia", Country = "Australia", City = "Sydney", Amount = 5120, Date = DateTime.Parse("2013/03/08") }, new Sale { OrderId = 10311, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 1980, Date = DateTime.Parse("2013/03/17") }, new Sale { OrderId = 10312, Region = "Africa", Country = "South Africa", City = "Pretoria", Amount = 1110, Date = DateTime.Parse("2013/03/08") }, new Sale { OrderId = 10313, Region = "Africa", Country = "Egypt", City = "Cairo", Amount = 980, Date = DateTime.Parse("2013/03/21") }, new Sale { OrderId = 10314, Region = "Australia", Country = "Australia", City = "Sydney", Amount = 5460, Date = DateTime.Parse("2013/03/19") }, new Sale { OrderId = 10315, Region = "Europe", Country = "Germany", City = "Berlin", Amount = 3800, Date = DateTime.Parse("2013/03/12") }, new Sale { OrderId = 10316, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 2610, Date = DateTime.Parse("2013/03/04") }, new Sale { OrderId = 10317, Region = "Europe", Country = "Russian Federation", City = "Moscow", Amount = 3080, Date = DateTime.Parse("2013/03/22") }, new Sale { OrderId = 10318, Region = "Asia", Country = "Japan", City = "Tokyo", Amount = 2010, Date = DateTime.Parse("2013/03/23") }, new Sale { OrderId = 10319, Region = "Asia", Country = "China", City = "Beijing", Amount = 1200, Date = DateTime.Parse("2013/03/04") }, new Sale { OrderId = 10320, Region = "North America", Country = "United States", City = "New York", Amount = 7680, Date = DateTime.Parse("2013/04/15") }, new Sale { OrderId = 10321, Region = "North America", Country = "United States", City = "Los Angeles", Amount = 1325, Date = DateTime.Parse("2013/04/07") }, new Sale { OrderId = 10322, Region = "North America", Country = "United States", City = "Denver", Amount = 2835, Date = DateTime.Parse("2013/04/10") }, new Sale { OrderId = 10323, Region = "North America", Country = "Canada", City = "Vancouver", Amount = 3660, Date = DateTime.Parse("2013/04/10") }, new Sale { OrderId = 10324, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 390, Date = DateTime.Parse("2013/04/12") }, new Sale { OrderId = 10325, Region = "South America", Country = "Brazil", City = "Rio de Janeiro", Amount = 4420, Date = DateTime.Parse("2013/04/08") }, new Sale { OrderId = 10326, Region = "South America", Country = "Argentina", City = "Buenos Aires", Amount = 1755, Date = DateTime.Parse("2013/04/13") }, new Sale { OrderId = 10327, Region = "South America", Country = "Paraguay", City = "Asuncion", Amount = 2580, Date = DateTime.Parse("2013/04/15") }, new Sale { OrderId = 10328, Region = "Europe", Country = "United Kingdom", City = "London", Amount = 850, Date = DateTime.Parse("2013/04/01") }, new Sale { OrderId = 10329, Region = "Europe", Country = "Germany", City = "Berlin", Amount = 2825, Date = DateTime.Parse("2013/04/10") }, new Sale { OrderId = 10330, Region = "Europe", Country = "Spain", City = "Madrid", Amount = 540, Date = DateTime.Parse("2013/04/06") }, new Sale { OrderId = 10331, Region = "Europe", Country = "Russian Federation", City = "Moscow", Amount = 1520, Date = DateTime.Parse("2013/04/08") }, new Sale { OrderId = 10332, Region = "Asia", Country = "China", City = "Beijing", Amount = 8760, Date = DateTime.Parse("2013/04/26") }, new Sale { OrderId = 10333, Region = "Asia", Country = "Japan", City = "Tokyo", Amount = 1110, Date = DateTime.Parse("2013/04/16") }, new Sale { OrderId = 10334, Region = "Asia", Country = "Republic of Korea", City = "Seoul", Amount = 6850, Date = DateTime.Parse("2013/04/19") }, new Sale { OrderId = 10335, Region = "Australia", Country = "Australia", City = "Sydney", Amount = 1940, Date = DateTime.Parse("2013/04/23") }, new Sale { OrderId = 10336, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 1980, Date = DateTime.Parse("2013/04/21") }, new Sale { OrderId = 10337, Region = "Africa", Country = "South Africa", City = "Pretoria", Amount = 3090, Date = DateTime.Parse("2013/04/03") }, new Sale { OrderId = 10338, Region = "Africa", Country = "Egypt", City = "Cairo", Amount = 1640, Date = DateTime.Parse("2013/04/24") }, new Sale { OrderId = 10339, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 3585, Date = DateTime.Parse("2013/04/01") }, new Sale { OrderId = 10340, Region = "North America", Country = "Canada", City = "Vancouver", Amount = 1770, Date = DateTime.Parse("2013/04/01") }, new Sale { OrderId = 10341, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 4005, Date = DateTime.Parse("2013/04/04") }, new Sale { OrderId = 10342, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 2870, Date = DateTime.Parse("2013/04/02") }, new Sale { OrderId = 10343, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 960, Date = DateTime.Parse("2013/04/20") }, new Sale { OrderId = 10344, Region = "North America", Country = "United States", City = "New York", Amount = 8640, Date = DateTime.Parse("2013/05/14") }, new Sale { OrderId = 10345, Region = "North America", Country = "United States", City = "Los Angeles", Amount = 5450, Date = DateTime.Parse("2013/05/24") }, new Sale { OrderId = 10346, Region = "North America", Country = "United States", City = "Denver", Amount = 2535, Date = DateTime.Parse("2013/05/07") }, new Sale { OrderId = 10347, Region = "North America", Country = "Canada", City = "Vancouver", Amount = 1155, Date = DateTime.Parse("2013/05/20") }, new Sale { OrderId = 10348, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 3140, Date = DateTime.Parse("2013/05/18") }, new Sale { OrderId = 10349, Region = "South America", Country = "Brazil", City = "Rio de Janeiro", Amount = 2260, Date = DateTime.Parse("2013/05/19") }, new Sale { OrderId = 10350, Region = "South America", Country = "Argentina", City = "Buenos Aires", Amount = 1215, Date = DateTime.Parse("2013/05/23") }, new Sale { OrderId = 10351, Region = "South America", Country = "Paraguay", City = "Asuncion", Amount = 1210, Date = DateTime.Parse("2013/05/08") }, new Sale { OrderId = 10352, Region = "Europe", Country = "United Kingdom", City = "London", Amount = 875, Date = DateTime.Parse("2013/05/25") }, new Sale { OrderId = 10353, Region = "Europe", Country = "Germany", City = "Berlin", Amount = 5400, Date = DateTime.Parse("2013/05/03") }, new Sale { OrderId = 10354, Region = "Europe", Country = "Spain", City = "Madrid", Amount = 5940, Date = DateTime.Parse("2013/05/25") }, new Sale { OrderId = 10355, Region = "Europe", Country = "Russian Federation", City = "Moscow", Amount = 4700, Date = DateTime.Parse("2013/05/03") }, new Sale { OrderId = 10356, Region = "Asia", Country = "China", City = "Beijing", Amount = 5520, Date = DateTime.Parse("2013/05/12") }, new Sale { OrderId = 10357, Region = "Asia", Country = "Japan", City = "Tokyo", Amount = 9210, Date = DateTime.Parse("2013/05/22") }, new Sale { OrderId = 10358, Region = "Asia", Country = "Republic of Korea", City = "Seoul", Amount = 7950, Date = DateTime.Parse("2013/05/12") }, new Sale { OrderId = 10359, Region = "Australia", Country = "Australia", City = "Sydney", Amount = 3740, Date = DateTime.Parse("2013/05/24") }, new Sale { OrderId = 10360, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 990, Date = DateTime.Parse("2013/05/02") }, new Sale { OrderId = 10361, Region = "Africa", Country = "South Africa", City = "Pretoria", Amount = 3190, Date = DateTime.Parse("2013/05/03") }, new Sale { OrderId = 10362, Region = "Africa", Country = "Egypt", City = "Cairo", Amount = 2430, Date = DateTime.Parse("2013/05/11") }, new Sale { OrderId = 10363, Region = "North America", Country = "United States", City = "New York", Amount = 7380, Date = DateTime.Parse("2013/06/15") }, new Sale { OrderId = 10364, Region = "North America", Country = "United States", City = "Los Angeles", Amount = 4475, Date = DateTime.Parse("2013/06/08") }, new Sale { OrderId = 10365, Region = "North America", Country = "United States", City = "Denver", Amount = 1290, Date = DateTime.Parse("2013/06/10") }, new Sale { OrderId = 10366, Region = "North America", Country = "Canada", City = "Vancouver", Amount = 2250, Date = DateTime.Parse("2013/06/10") }, new Sale { OrderId = 10367, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 350, Date = DateTime.Parse("2013/06/22") }, new Sale { OrderId = 10368, Region = "South America", Country = "Brazil", City = "Rio de Janeiro", Amount = 5480, Date = DateTime.Parse("2013/06/24") }, new Sale { OrderId = 10369, Region = "South America", Country = "Argentina", City = "Buenos Aires", Amount = 2355, Date = DateTime.Parse("2013/06/10") }, new Sale { OrderId = 10370, Region = "South America", Country = "Paraguay", City = "Asuncion", Amount = 1960, Date = DateTime.Parse("2013/06/23") }, new Sale { OrderId = 10371, Region = "Europe", Country = "United Kingdom", City = "London", Amount = 4125, Date = DateTime.Parse("2013/06/06") }, new Sale { OrderId = 10372, Region = "Europe", Country = "Germany", City = "Berlin", Amount = 7925, Date = DateTime.Parse("2013/06/12") }, new Sale { OrderId = 10373, Region = "Europe", Country = "Spain", City = "Madrid", Amount = 1120, Date = DateTime.Parse("2013/06/22") }, new Sale { OrderId = 10374, Region = "Europe", Country = "Russian Federation", City = "Moscow", Amount = 5100, Date = DateTime.Parse("2013/06/01") }, new Sale { OrderId = 10375, Region = "Asia", Country = "China", City = "Beijing", Amount = 1500, Date = DateTime.Parse("2013/06/25") }, new Sale { OrderId = 10376, Region = "Asia", Country = "Japan", City = "Tokyo", Amount = 5130, Date = DateTime.Parse("2013/06/10") }, new Sale { OrderId = 10377, Region = "Asia", Country = "Republic of Korea", City = "Seoul", Amount = 2475, Date = DateTime.Parse("2013/06/10") }, new Sale { OrderId = 10378, Region = "Australia", Country = "Australia", City = "Sydney", Amount = 2100, Date = DateTime.Parse("2013/06/06") }, new Sale { OrderId = 10379, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 3570, Date = DateTime.Parse("2013/06/10") }, new Sale { OrderId = 10380, Region = "Africa", Country = "South Africa", City = "Pretoria", Amount = 550, Date = DateTime.Parse("2013/06/02") }, new Sale { OrderId = 10381, Region = "Africa", Country = "Egypt", City = "Cairo", Amount = 2850, Date = DateTime.Parse("2013/06/26") }, new Sale { OrderId = 10382, Region = "Europe", Country = "Russian Federation", City = "Moscow", Amount = 4280, Date = DateTime.Parse("2013/06/19") }, new Sale { OrderId = 10383, Region = "Australia", Country = "Australia", City = "Sydney", Amount = 1460, Date = DateTime.Parse("2013/06/17") }, new Sale { OrderId = 10384, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 960, Date = DateTime.Parse("2013/06/17") }, new Sale { OrderId = 10385, Region = "Africa", Country = "Egypt", City = "Cairo", Amount = 1520, Date = DateTime.Parse("2013/06/03") }, new Sale { OrderId = 10386, Region = "Asia", Country = "Japan", City = "Tokyo", Amount = 6750, Date = DateTime.Parse("2013/06/21") }, new Sale { OrderId = 10387, Region = "North America", Country = "United States", City = "New York", Amount = 7260, Date = DateTime.Parse("2013/07/14") }, new Sale { OrderId = 10388, Region = "North America", Country = "United States", City = "Los Angeles", Amount = 2450, Date = DateTime.Parse("2013/07/11") }, new Sale { OrderId = 10389, Region = "North America", Country = "United States", City = "Denver", Amount = 3540, Date = DateTime.Parse("2013/07/02") }, new Sale { OrderId = 10390, Region = "North America", Country = "Canada", City = "Vancouver", Amount = 1950, Date = DateTime.Parse("2013/07/03") }, new Sale { OrderId = 10391, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 360, Date = DateTime.Parse("2013/07/07") }, new Sale { OrderId = 10392, Region = "South America", Country = "Brazil", City = "Rio de Janeiro", Amount = 4500, Date = DateTime.Parse("2013/07/03") }, new Sale { OrderId = 10393, Region = "South America", Country = "Argentina", City = "Buenos Aires", Amount = 4575, Date = DateTime.Parse("2013/07/21") }, new Sale { OrderId = 10394, Region = "South America", Country = "Paraguay", City = "Asuncion", Amount = 2310, Date = DateTime.Parse("2013/07/18") }, new Sale { OrderId = 10395, Region = "Europe", Country = "United Kingdom", City = "London", Amount = 7500, Date = DateTime.Parse("2013/07/04") }, new Sale { OrderId = 10396, Region = "Europe", Country = "Germany", City = "Berlin", Amount = 3575, Date = DateTime.Parse("2013/07/23") }, new Sale { OrderId = 10397, Region = "Europe", Country = "Spain", City = "Madrid", Amount = 760, Date = DateTime.Parse("2013/07/01") }, new Sale { OrderId = 10398, Region = "Europe", Country = "Russian Federation", City = "Moscow", Amount = 2400, Date = DateTime.Parse("2013/07/11") }, new Sale { OrderId = 10399, Region = "Asia", Country = "China", City = "Beijing", Amount = 3330, Date = DateTime.Parse("2013/07/04") }, new Sale { OrderId = 10400, Region = "Asia", Country = "Japan", City = "Tokyo", Amount = 3480, Date = DateTime.Parse("2013/07/23") }, new Sale { OrderId = 10401, Region = "Asia", Country = "Republic of Korea", City = "Seoul", Amount = 4875, Date = DateTime.Parse("2013/07/11") }, new Sale { OrderId = 10402, Region = "Australia", Country = "Australia", City = "Sydney", Amount = 4980, Date = DateTime.Parse("2013/07/19") }, new Sale { OrderId = 10403, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 2580, Date = DateTime.Parse("2013/07/04") }, new Sale { OrderId = 10404, Region = "Africa", Country = "South Africa", City = "Pretoria", Amount = 2650, Date = DateTime.Parse("2013/07/16") }, new Sale { OrderId = 10405, Region = "Africa", Country = "Egypt", City = "Cairo", Amount = 1190, Date = DateTime.Parse("2013/07/02") }, new Sale { OrderId = 10406, Region = "Asia", Country = "Japan", City = "Tokyo", Amount = 960, Date = DateTime.Parse("2013/07/26") }, new Sale { OrderId = 10407, Region = "North America", Country = "United States", City = "New York", Amount = 3600, Date = DateTime.Parse("2013/08/08") }, new Sale { OrderId = 10408, Region = "North America", Country = "United States", City = "Los Angeles", Amount = 2250, Date = DateTime.Parse("2013/08/01") }, new Sale { OrderId = 10409, Region = "North America", Country = "United States", City = "Denver", Amount = 1275, Date = DateTime.Parse("2013/08/02") }, new Sale { OrderId = 10410, Region = "North America", Country = "Canada", City = "Vancouver", Amount = 3885, Date = DateTime.Parse("2013/08/14") }, new Sale { OrderId = 10411, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 1900, Date = DateTime.Parse("2013/08/05") }, new Sale { OrderId = 10412, Region = "South America", Country = "Brazil", City = "Rio de Janeiro", Amount = 2300, Date = DateTime.Parse("2013/08/09") }, new Sale { OrderId = 10413, Region = "South America", Country = "Argentina", City = "Buenos Aires", Amount = 2895, Date = DateTime.Parse("2013/08/15") }, new Sale { OrderId = 10414, Region = "South America", Country = "Paraguay", City = "Asuncion", Amount = 350, Date = DateTime.Parse("2013/08/20") }, new Sale { OrderId = 10415, Region = "Europe", Country = "United Kingdom", City = "London", Amount = 4200, Date = DateTime.Parse("2013/08/22") }, new Sale { OrderId = 10416, Region = "Europe", Country = "Germany", City = "Berlin", Amount = 7175, Date = DateTime.Parse("2013/08/14") }, new Sale { OrderId = 10417, Region = "Europe", Country = "Spain", City = "Madrid", Amount = 4420, Date = DateTime.Parse("2013/08/24") }, new Sale { OrderId = 10418, Region = "Europe", Country = "Russian Federation", City = "Moscow", Amount = 5200, Date = DateTime.Parse("2013/08/21") }, new Sale { OrderId = 10419, Region = "Asia", Country = "China", City = "Beijing", Amount = 7920, Date = DateTime.Parse("2013/08/17") }, new Sale { OrderId = 10420, Region = "Asia", Country = "Japan", City = "Tokyo", Amount = 6990, Date = DateTime.Parse("2013/08/22") }, new Sale { OrderId = 10421, Region = "Asia", Country = "Republic of Korea", City = "Seoul", Amount = 2125, Date = DateTime.Parse("2013/08/05") }, new Sale { OrderId = 10422, Region = "Australia", Country = "Australia", City = "Sydney", Amount = 2220, Date = DateTime.Parse("2013/08/16") }, new Sale { OrderId = 10423, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 1575, Date = DateTime.Parse("2013/08/23") }, new Sale { OrderId = 10424, Region = "Africa", Country = "South Africa", City = "Pretoria", Amount = 1880, Date = DateTime.Parse("2013/08/12") }, new Sale { OrderId = 10425, Region = "Africa", Country = "Egypt", City = "Cairo", Amount = 710, Date = DateTime.Parse("2013/08/25") }, new Sale { OrderId = 10426, Region = "North America", Country = "Canada", City = "Vancouver", Amount = 390, Date = DateTime.Parse("2013/08/20") }, new Sale { OrderId = 10427, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 4635, Date = DateTime.Parse("2013/08/04") }, new Sale { OrderId = 10428, Region = "North America", Country = "United States", City = "Denver", Amount = 4350, Date = DateTime.Parse("2013/08/19") }, new Sale { OrderId = 10429, Region = "South America", Country = "Brazil", City = "Rio de Janeiro", Amount = 6020, Date = DateTime.Parse("2013/08/02") }, new Sale { OrderId = 10430, Region = "North America", Country = "United States", City = "New York", Amount = 3660, Date = DateTime.Parse("2013/08/19") }, new Sale { OrderId = 10431, Region = "North America", Country = "United States", City = "Los Angeles", Amount = 4525, Date = DateTime.Parse("2013/08/24") }, new Sale { OrderId = 10432, Region = "North America", Country = "United States", City = "New York", Amount = 4410, Date = DateTime.Parse("2013/09/12") }, new Sale { OrderId = 10433, Region = "North America", Country = "United States", City = "Los Angeles", Amount = 1725, Date = DateTime.Parse("2013/09/07") }, new Sale { OrderId = 10434, Region = "North America", Country = "United States", City = "Denver", Amount = 2715, Date = DateTime.Parse("2013/09/14") }, new Sale { OrderId = 10435, Region = "North America", Country = "Canada", City = "Vancouver", Amount = 2820, Date = DateTime.Parse("2013/09/08") }, new Sale { OrderId = 10436, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 2310, Date = DateTime.Parse("2013/09/12") }, new Sale { OrderId = 10437, Region = "South America", Country = "Brazil", City = "Rio de Janeiro", Amount = 780, Date = DateTime.Parse("2013/09/08") }, new Sale { OrderId = 10438, Region = "South America", Country = "Argentina", City = "Buenos Aires", Amount = 2370, Date = DateTime.Parse("2013/09/19") }, new Sale { OrderId = 10439, Region = "South America", Country = "Paraguay", City = "Asuncion", Amount = 1410, Date = DateTime.Parse("2013/09/09") }, new Sale { OrderId = 10440, Region = "Europe", Country = "United Kingdom", City = "London", Amount = 1825, Date = DateTime.Parse("2013/09/23") }, new Sale { OrderId = 10441, Region = "Europe", Country = "Germany", City = "Berlin", Amount = 4075, Date = DateTime.Parse("2013/09/06") }, new Sale { OrderId = 10442, Region = "Europe", Country = "Spain", City = "Madrid", Amount = 1020, Date = DateTime.Parse("2013/09/04") }, new Sale { OrderId = 10443, Region = "Europe", Country = "Russian Federation", City = "Moscow", Amount = 4320, Date = DateTime.Parse("2013/09/25") }, new Sale { OrderId = 10444, Region = "Asia", Country = "China", City = "Beijing", Amount = 7530, Date = DateTime.Parse("2013/09/13") }, new Sale { OrderId = 10445, Region = "Asia", Country = "Japan", City = "Tokyo", Amount = 2820, Date = DateTime.Parse("2013/09/08") }, new Sale { OrderId = 10446, Region = "Asia", Country = "Republic of Korea", City = "Seoul", Amount = 3050, Date = DateTime.Parse("2013/09/04") }, new Sale { OrderId = 10447, Region = "Australia", Country = "Australia", City = "Sydney", Amount = 5080, Date = DateTime.Parse("2013/09/25") }, new Sale { OrderId = 10448, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 1125, Date = DateTime.Parse("2013/09/13") }, new Sale { OrderId = 10449, Region = "Africa", Country = "South Africa", City = "Pretoria", Amount = 850, Date = DateTime.Parse("2013/09/24") }, new Sale { OrderId = 10450, Region = "Africa", Country = "Egypt", City = "Cairo", Amount = 1440, Date = DateTime.Parse("2013/09/19") }, new Sale { OrderId = 10451, Region = "North America", Country = "Canada", City = "Vancouver", Amount = 1950, Date = DateTime.Parse("2013/09/02") }, new Sale { OrderId = 10452, Region = "North America", Country = "United States", City = "New York", Amount = 6390, Date = DateTime.Parse("2013/10/11") }, new Sale { OrderId = 10453, Region = "North America", Country = "United States", City = "Los Angeles", Amount = 4625, Date = DateTime.Parse("2013/10/02") }, new Sale { OrderId = 10454, Region = "North America", Country = "United States", City = "Denver", Amount = 3510, Date = DateTime.Parse("2013/10/24") }, new Sale { OrderId = 10455, Region = "North America", Country = "Canada", City = "Vancouver", Amount = 2730, Date = DateTime.Parse("2013/10/15") }, new Sale { OrderId = 10456, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 2070, Date = DateTime.Parse("2013/10/15") }, new Sale { OrderId = 10457, Region = "South America", Country = "Brazil", City = "Rio de Janeiro", Amount = 2320, Date = DateTime.Parse("2013/10/18") }, new Sale { OrderId = 10458, Region = "South America", Country = "Argentina", City = "Buenos Aires", Amount = 4260, Date = DateTime.Parse("2013/10/24") }, new Sale { OrderId = 10459, Region = "South America", Country = "Paraguay", City = "Asuncion", Amount = 840, Date = DateTime.Parse("2013/10/18") }, new Sale { OrderId = 10460, Region = "Europe", Country = "United Kingdom", City = "London", Amount = 7300, Date = DateTime.Parse("2013/10/24") }, new Sale { OrderId = 10461, Region = "Europe", Country = "Germany", City = "Berlin", Amount = 5950, Date = DateTime.Parse("2013/10/11") }, new Sale { OrderId = 10462, Region = "Europe", Country = "Spain", City = "Madrid", Amount = 3220, Date = DateTime.Parse("2013/10/25") }, new Sale { OrderId = 10463, Region = "Europe", Country = "Russian Federation", City = "Moscow", Amount = 3480, Date = DateTime.Parse("2013/10/08") }, new Sale { OrderId = 10464, Region = "Asia", Country = "China", City = "Beijing", Amount = 4830, Date = DateTime.Parse("2013/10/26") }, new Sale { OrderId = 10465, Region = "Asia", Country = "Japan", City = "Tokyo", Amount = 4470, Date = DateTime.Parse("2013/10/05") }, new Sale { OrderId = 10466, Region = "Asia", Country = "Republic of Korea", City = "Seoul", Amount = 3675, Date = DateTime.Parse("2013/10/23") }, new Sale { OrderId = 10467, Region = "Australia", Country = "Australia", City = "Sydney", Amount = 4260, Date = DateTime.Parse("2013/10/01") }, new Sale { OrderId = 10468, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 4245, Date = DateTime.Parse("2013/10/26") }, new Sale { OrderId = 10469, Region = "Africa", Country = "South Africa", City = "Pretoria", Amount = 1470, Date = DateTime.Parse("2013/10/01") }, new Sale { OrderId = 10470, Region = "Africa", Country = "Egypt", City = "Cairo", Amount = 1810, Date = DateTime.Parse("2013/10/02") }, new Sale { OrderId = 10471, Region = "North America", Country = "United States", City = "New York", Amount = 600, Date = DateTime.Parse("2013/10/23") }, new Sale { OrderId = 10472, Region = "North America", Country = "United States", City = "New York", Amount = 7500, Date = DateTime.Parse("2013/11/03") }, new Sale { OrderId = 10473, Region = "North America", Country = "United States", City = "Los Angeles", Amount = 4625, Date = DateTime.Parse("2013/11/02") }, new Sale { OrderId = 10474, Region = "North America", Country = "United States", City = "Denver", Amount = 2625, Date = DateTime.Parse("2013/11/09") }, new Sale { OrderId = 10475, Region = "North America", Country = "Canada", City = "Vancouver", Amount = 1440, Date = DateTime.Parse("2013/11/15") }, new Sale { OrderId = 10476, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 2420, Date = DateTime.Parse("2013/11/15") }, new Sale { OrderId = 10477, Region = "South America", Country = "Brazil", City = "Rio de Janeiro", Amount = 4180, Date = DateTime.Parse("2013/11/15") }, new Sale { OrderId = 10478, Region = "South America", Country = "Argentina", City = "Buenos Aires", Amount = 3720, Date = DateTime.Parse("2013/11/25") }, new Sale { OrderId = 10479, Region = "South America", Country = "Paraguay", City = "Asuncion", Amount = 2730, Date = DateTime.Parse("2013/11/08") }, new Sale { OrderId = 10480, Region = "Europe", Country = "United Kingdom", City = "London", Amount = 3775, Date = DateTime.Parse("2013/11/17") }, new Sale { OrderId = 10481, Region = "Europe", Country = "Germany", City = "Berlin", Amount = 3525, Date = DateTime.Parse("2013/11/15") }, new Sale { OrderId = 10482, Region = "Europe", Country = "Spain", City = "Madrid", Amount = 5320, Date = DateTime.Parse("2013/11/08") }, new Sale { OrderId = 10483, Region = "Europe", Country = "Russian Federation", City = "Moscow", Amount = 5340, Date = DateTime.Parse("2013/11/13") }, new Sale { OrderId = 10484, Region = "Asia", Country = "China", City = "Beijing", Amount = 8850, Date = DateTime.Parse("2013/11/01") }, new Sale { OrderId = 10485, Region = "Asia", Country = "Japan", City = "Tokyo", Amount = 7050, Date = DateTime.Parse("2013/11/14") }, new Sale { OrderId = 10486, Region = "Asia", Country = "Republic of Korea", City = "Seoul", Amount = 4200, Date = DateTime.Parse("2013/11/18") }, new Sale { OrderId = 10487, Region = "Australia", Country = "Australia", City = "Sydney", Amount = 4960, Date = DateTime.Parse("2013/11/04") }, new Sale { OrderId = 10488, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 2280, Date = DateTime.Parse("2013/11/13") }, new Sale { OrderId = 10489, Region = "Africa", Country = "South Africa", City = "Pretoria", Amount = 590, Date = DateTime.Parse("2013/11/11") }, new Sale { OrderId = 10490, Region = "Africa", Country = "Egypt", City = "Cairo", Amount = 810, Date = DateTime.Parse("2013/11/12") }, new Sale { OrderId = 10491, Region = "Europe", Country = "United Kingdom", City = "London", Amount = 2625, Date = DateTime.Parse("2013/11/07") }, new Sale { OrderId = 10492, Region = "North America", Country = "United States", City = "New York", Amount = 8280, Date = DateTime.Parse("2013/12/01") }, new Sale { OrderId = 10493, Region = "North America", Country = "United States", City = "Los Angeles", Amount = 5650, Date = DateTime.Parse("2013/12/19") }, new Sale { OrderId = 10494, Region = "North America", Country = "United States", City = "Denver", Amount = 2760, Date = DateTime.Parse("2013/12/14") }, new Sale { OrderId = 10495, Region = "North America", Country = "Canada", City = "Vancouver", Amount = 2670, Date = DateTime.Parse("2013/12/03") }, new Sale { OrderId = 10496, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 2520, Date = DateTime.Parse("2013/12/20") }, new Sale { OrderId = 10497, Region = "South America", Country = "Brazil", City = "Rio de Janeiro", Amount = 4080, Date = DateTime.Parse("2013/12/21") }, new Sale { OrderId = 10498, Region = "South America", Country = "Argentina", City = "Buenos Aires", Amount = 4140, Date = DateTime.Parse("2013/12/22") }, new Sale { OrderId = 10499, Region = "South America", Country = "Paraguay", City = "Asuncion", Amount = 390, Date = DateTime.Parse("2013/12/04") }, new Sale { OrderId = 10500, Region = "Europe", Country = "United Kingdom", City = "London", Amount = 1400, Date = DateTime.Parse("2013/12/19") }, new Sale { OrderId = 10501, Region = "Europe", Country = "Germany", City = "Berlin", Amount = 7275, Date = DateTime.Parse("2013/12/22") }, new Sale { OrderId = 10502, Region = "Europe", Country = "Spain", City = "Madrid", Amount = 4100, Date = DateTime.Parse("2013/12/20") }, new Sale { OrderId = 10503, Region = "Europe", Country = "Russian Federation", City = "Moscow", Amount = 5520, Date = DateTime.Parse("2013/12/25") }, new Sale { OrderId = 10504, Region = "Asia", Country = "China", City = "Beijing", Amount = 9210, Date = DateTime.Parse("2013/12/24") }, new Sale { OrderId = 10505, Region = "Asia", Country = "Japan", City = "Tokyo", Amount = 7290, Date = DateTime.Parse("2013/12/05") }, new Sale { OrderId = 10506, Region = "Asia", Country = "Republic of Korea", City = "Seoul", Amount = 625, Date = DateTime.Parse("2013/12/22") }, new Sale { OrderId = 10507, Region = "Australia", Country = "Australia", City = "Sydney", Amount = 4460, Date = DateTime.Parse("2013/12/12") }, new Sale { OrderId = 10508, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 3825, Date = DateTime.Parse("2013/12/13") }, new Sale { OrderId = 10509, Region = "Africa", Country = "South Africa", City = "Pretoria", Amount = 2850, Date = DateTime.Parse("2013/12/17") }, new Sale { OrderId = 10510, Region = "Africa", Country = "Egypt", City = "Cairo", Amount = 2780, Date = DateTime.Parse("2013/12/07") }, new Sale { OrderId = 10511, Region = "North America", Country = "United States", City = "New York", Amount = 840, Date = DateTime.Parse("2013/12/18") }, new Sale { OrderId = 10512, Region = "Africa", Country = "South Africa", City = "Pretoria", Amount = 2970, Date = DateTime.Parse("2013/12/23") }, new Sale { OrderId = 10513, Region = "North America", Country = "Canada", City = "Vancouver", Amount = 945, Date = DateTime.Parse("2013/12/06") }, new Sale { OrderId = 10514, Region = "North America", Country = "United States", City = "Denver", Amount = 2625, Date = DateTime.Parse("2013/12/04") }, new Sale { OrderId = 10515, Region = "North America", Country = "Canada", City = "Vancouver", Amount = 390, Date = DateTime.Parse("2013/12/01") }, new Sale { OrderId = 10516, Region = "Asia", Country = "China", City = "Beijing", Amount = 2250, Date = DateTime.Parse("2013/12/02") }, new Sale { OrderId = 10517, Region = "North America", Country = "United States", City = "New York", Amount = 7710, Date = DateTime.Parse("2014/01/18") }, new Sale { OrderId = 10518, Region = "North America", Country = "United States", City = "Los Angeles", Amount = 7975, Date = DateTime.Parse("2014/01/10") }, new Sale { OrderId = 10519, Region = "North America", Country = "United States", City = "Denver", Amount = 3285, Date = DateTime.Parse("2014/01/13") }, new Sale { OrderId = 10520, Region = "North America", Country = "Canada", City = "Vancouver", Amount = 2580, Date = DateTime.Parse("2014/01/22") }, new Sale { OrderId = 10521, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 2160, Date = DateTime.Parse("2014/01/26") }, new Sale { OrderId = 10522, Region = "South America", Country = "Brazil", City = "Rio de Janeiro", Amount = 1100, Date = DateTime.Parse("2014/01/25") }, new Sale { OrderId = 10523, Region = "South America", Country = "Argentina", City = "Buenos Aires", Amount = 4425, Date = DateTime.Parse("2014/01/21") }, new Sale { OrderId = 10524, Region = "South America", Country = "Paraguay", City = "Asuncion", Amount = 1360, Date = DateTime.Parse("2014/01/22") }, new Sale { OrderId = 10525, Region = "Europe", Country = "United Kingdom", City = "London", Amount = 3250, Date = DateTime.Parse("2014/01/14") }, new Sale { OrderId = 10526, Region = "Europe", Country = "Germany", City = "Berlin", Amount = 5550, Date = DateTime.Parse("2014/01/21") }, new Sale { OrderId = 10527, Region = "Europe", Country = "Spain", City = "Madrid", Amount = 2860, Date = DateTime.Parse("2014/01/25") }, new Sale { OrderId = 10528, Region = "Europe", Country = "Russian Federation", City = "Moscow", Amount = 5320, Date = DateTime.Parse("2014/01/08") }, new Sale { OrderId = 10529, Region = "Asia", Country = "China", City = "Beijing", Amount = 4050, Date = DateTime.Parse("2014/01/14") }, new Sale { OrderId = 10530, Region = "Asia", Country = "Japan", City = "Tokyo", Amount = 3450, Date = DateTime.Parse("2014/01/24") }, new Sale { OrderId = 10531, Region = "Asia", Country = "Republic of Korea", City = "Seoul", Amount = 5425, Date = DateTime.Parse("2014/01/11") }, new Sale { OrderId = 10532, Region = "Australia", Country = "Australia", City = "Sydney", Amount = 4860, Date = DateTime.Parse("2014/01/12") }, new Sale { OrderId = 10533, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 4695, Date = DateTime.Parse("2014/01/16") }, new Sale { OrderId = 10534, Region = "Africa", Country = "South Africa", City = "Pretoria", Amount = 610, Date = DateTime.Parse("2014/01/05") }, new Sale { OrderId = 10535, Region = "Africa", Country = "Egypt", City = "Cairo", Amount = 1580, Date = DateTime.Parse("2014/01/15") }, new Sale { OrderId = 10536, Region = "North America", Country = "United States", City = "New York", Amount = 3780, Date = DateTime.Parse("2014/02/18") }, new Sale { OrderId = 10537, Region = "North America", Country = "United States", City = "Los Angeles", Amount = 5400, Date = DateTime.Parse("2014/02/21") }, new Sale { OrderId = 10538, Region = "North America", Country = "United States", City = "Denver", Amount = 630, Date = DateTime.Parse("2014/02/18") }, new Sale { OrderId = 10539, Region = "North America", Country = "Canada", City = "Vancouver", Amount = 3960, Date = DateTime.Parse("2014/02/04") }, new Sale { OrderId = 10540, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 2010, Date = DateTime.Parse("2014/02/25") }, new Sale { OrderId = 10541, Region = "South America", Country = "Brazil", City = "Rio de Janeiro", Amount = 5000, Date = DateTime.Parse("2014/02/01") }, new Sale { OrderId = 10542, Region = "South America", Country = "Argentina", City = "Buenos Aires", Amount = 1995, Date = DateTime.Parse("2014/02/20") }, new Sale { OrderId = 10543, Region = "South America", Country = "Paraguay", City = "Asuncion", Amount = 860, Date = DateTime.Parse("2014/02/12") }, new Sale { OrderId = 10544, Region = "Europe", Country = "United Kingdom", City = "London", Amount = 2150, Date = DateTime.Parse("2014/02/10") }, new Sale { OrderId = 10545, Region = "Europe", Country = "Germany", City = "Berlin", Amount = 4050, Date = DateTime.Parse("2014/02/06") }, new Sale { OrderId = 10546, Region = "Europe", Country = "Spain", City = "Madrid", Amount = 2960, Date = DateTime.Parse("2014/02/18") }, new Sale { OrderId = 10547, Region = "Europe", Country = "Russian Federation", City = "Moscow", Amount = 1780, Date = DateTime.Parse("2014/02/26") }, new Sale { OrderId = 10548, Region = "Asia", Country = "China", City = "Beijing", Amount = 8700, Date = DateTime.Parse("2014/02/03") }, new Sale { OrderId = 10549, Region = "Asia", Country = "Japan", City = "Tokyo", Amount = 3390, Date = DateTime.Parse("2014/02/03") }, new Sale { OrderId = 10550, Region = "Asia", Country = "Republic of Korea", City = "Seoul", Amount = 4425, Date = DateTime.Parse("2014/02/15") }, new Sale { OrderId = 10551, Region = "Australia", Country = "Australia", City = "Sydney", Amount = 1180, Date = DateTime.Parse("2014/02/23") }, new Sale { OrderId = 10552, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 360, Date = DateTime.Parse("2014/02/08") }, new Sale { OrderId = 10553, Region = "Africa", Country = "South Africa", City = "Pretoria", Amount = 2310, Date = DateTime.Parse("2014/02/13") }, new Sale { OrderId = 10554, Region = "Africa", Country = "Egypt", City = "Cairo", Amount = 1770, Date = DateTime.Parse("2014/02/20") }, new Sale { OrderId = 10555, Region = "Asia", Country = "Japan", City = "Tokyo", Amount = 3060, Date = DateTime.Parse("2014/02/26") }, new Sale { OrderId = 10556, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 1750, Date = DateTime.Parse("2014/02/12") }, new Sale { OrderId = 10557, Region = "North America", Country = "United States", City = "New York", Amount = 2280, Date = DateTime.Parse("2014/03/09") }, new Sale { OrderId = 10558, Region = "North America", Country = "United States", City = "Los Angeles", Amount = 7600, Date = DateTime.Parse("2014/03/25") }, new Sale { OrderId = 10559, Region = "North America", Country = "United States", City = "Denver", Amount = 1035, Date = DateTime.Parse("2014/03/23") }, new Sale { OrderId = 10560, Region = "North America", Country = "Canada", City = "Vancouver", Amount = 1245, Date = DateTime.Parse("2014/03/01") }, new Sale { OrderId = 10561, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 2860, Date = DateTime.Parse("2014/03/19") }, new Sale { OrderId = 10562, Region = "South America", Country = "Brazil", City = "Rio de Janeiro", Amount = 440, Date = DateTime.Parse("2014/03/19") }, new Sale { OrderId = 10563, Region = "South America", Country = "Argentina", City = "Buenos Aires", Amount = 4665, Date = DateTime.Parse("2014/03/02") }, new Sale { OrderId = 10564, Region = "South America", Country = "Paraguay", City = "Asuncion", Amount = 2270, Date = DateTime.Parse("2014/03/15") }, new Sale { OrderId = 10565, Region = "Europe", Country = "United Kingdom", City = "London", Amount = 5000, Date = DateTime.Parse("2014/03/09") }, new Sale { OrderId = 10566, Region = "Europe", Country = "Germany", City = "Berlin", Amount = 5100, Date = DateTime.Parse("2014/03/23") }, new Sale { OrderId = 10567, Region = "Europe", Country = "Spain", City = "Madrid", Amount = 2120, Date = DateTime.Parse("2014/03/11") }, new Sale { OrderId = 10568, Region = "Europe", Country = "Russian Federation", City = "Moscow", Amount = 5140, Date = DateTime.Parse("2014/03/05") }, new Sale { OrderId = 10569, Region = "Asia", Country = "China", City = "Beijing", Amount = 6210, Date = DateTime.Parse("2014/03/19") }, new Sale { OrderId = 10570, Region = "Asia", Country = "Japan", City = "Tokyo", Amount = 9510, Date = DateTime.Parse("2014/03/19") }, new Sale { OrderId = 10571, Region = "Asia", Country = "Republic of Korea", City = "Seoul", Amount = 7600, Date = DateTime.Parse("2014/03/21") }, new Sale { OrderId = 10572, Region = "Australia", Country = "Australia", City = "Sydney", Amount = 5420, Date = DateTime.Parse("2014/03/15") }, new Sale { OrderId = 10573, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 1980, Date = DateTime.Parse("2014/03/05") }, new Sale { OrderId = 10574, Region = "Africa", Country = "South Africa", City = "Pretoria", Amount = 1820, Date = DateTime.Parse("2014/03/07") }, new Sale { OrderId = 10575, Region = "Africa", Country = "Egypt", City = "Cairo", Amount = 1670, Date = DateTime.Parse("2014/03/21") }, new Sale { OrderId = 10576, Region = "Europe", Country = "Germany", City = "Berlin", Amount = 4800, Date = DateTime.Parse("2014/03/08") }, new Sale { OrderId = 10577, Region = "North America", Country = "Canada", City = "Vancouver", Amount = 2925, Date = DateTime.Parse("2014/03/03") }, new Sale { OrderId = 10578, Region = "North America", Country = "United States", City = "New York", Amount = 2940, Date = DateTime.Parse("2014/04/11") }, new Sale { OrderId = 10579, Region = "North America", Country = "United States", City = "Los Angeles", Amount = 3525, Date = DateTime.Parse("2014/04/13") }, new Sale { OrderId = 10580, Region = "North America", Country = "United States", City = "Denver", Amount = 2475, Date = DateTime.Parse("2014/04/22") }, new Sale { OrderId = 10581, Region = "North America", Country = "Canada", City = "Vancouver", Amount = 3315, Date = DateTime.Parse("2014/04/08") }, new Sale { OrderId = 10582, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 3140, Date = DateTime.Parse("2014/04/07") }, new Sale { OrderId = 10583, Region = "South America", Country = "Brazil", City = "Rio de Janeiro", Amount = 2520, Date = DateTime.Parse("2014/04/01") }, new Sale { OrderId = 10584, Region = "South America", Country = "Argentina", City = "Buenos Aires", Amount = 1200, Date = DateTime.Parse("2014/04/10") }, new Sale { OrderId = 10585, Region = "South America", Country = "Paraguay", City = "Asuncion", Amount = 2060, Date = DateTime.Parse("2014/04/21") }, new Sale { OrderId = 10586, Region = "Europe", Country = "United Kingdom", City = "London", Amount = 7875, Date = DateTime.Parse("2014/04/02") }, new Sale { OrderId = 10587, Region = "Europe", Country = "Germany", City = "Berlin", Amount = 1450, Date = DateTime.Parse("2014/04/07") }, new Sale { OrderId = 10588, Region = "Europe", Country = "Spain", City = "Madrid", Amount = 2640, Date = DateTime.Parse("2014/04/22") }, new Sale { OrderId = 10589, Region = "Europe", Country = "Russian Federation", City = "Moscow", Amount = 1960, Date = DateTime.Parse("2014/04/16") }, new Sale { OrderId = 10590, Region = "Asia", Country = "China", City = "Beijing", Amount = 2250, Date = DateTime.Parse("2014/04/23") }, new Sale { OrderId = 10591, Region = "Asia", Country = "Japan", City = "Tokyo", Amount = 4500, Date = DateTime.Parse("2014/04/05") }, new Sale { OrderId = 10592, Region = "Asia", Country = "Republic of Korea", City = "Seoul", Amount = 5050, Date = DateTime.Parse("2014/04/11") }, new Sale { OrderId = 10593, Region = "Australia", Country = "Australia", City = "Sydney", Amount = 2940, Date = DateTime.Parse("2014/04/02") }, new Sale { OrderId = 10594, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 2880, Date = DateTime.Parse("2014/04/14") }, new Sale { OrderId = 10595, Region = "Africa", Country = "South Africa", City = "Pretoria", Amount = 1050, Date = DateTime.Parse("2014/04/19") }, new Sale { OrderId = 10596, Region = "Africa", Country = "Egypt", City = "Cairo", Amount = 1850, Date = DateTime.Parse("2014/04/02") }, new Sale { OrderId = 10597, Region = "Europe", Country = "Spain", City = "Madrid", Amount = 3160, Date = DateTime.Parse("2014/04/01") }, new Sale { OrderId = 10598, Region = "Europe", Country = "United Kingdom", City = "London", Amount = 875, Date = DateTime.Parse("2014/04/04") }, new Sale { OrderId = 10599, Region = "Europe", Country = "Russian Federation", City = "Moscow", Amount = 3200, Date = DateTime.Parse("2014/04/08") }, new Sale { OrderId = 10600, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 1380, Date = DateTime.Parse("2014/04/21") }, new Sale { OrderId = 10601, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 3060, Date = DateTime.Parse("2014/04/06") }, new Sale { OrderId = 10602, Region = "North America", Country = "United States", City = "New York", Amount = 6690, Date = DateTime.Parse("2014/05/19") }, new Sale { OrderId = 10603, Region = "North America", Country = "United States", City = "Los Angeles", Amount = 4525, Date = DateTime.Parse("2014/05/15") }, new Sale { OrderId = 10604, Region = "North America", Country = "United States", City = "Denver", Amount = 4665, Date = DateTime.Parse("2014/05/10") }, new Sale { OrderId = 10605, Region = "North America", Country = "Canada", City = "Vancouver", Amount = 4530, Date = DateTime.Parse("2014/05/18") }, new Sale { OrderId = 10606, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 1330, Date = DateTime.Parse("2014/05/08") }, new Sale { OrderId = 10607, Region = "South America", Country = "Brazil", City = "Rio de Janeiro", Amount = 1720, Date = DateTime.Parse("2014/05/20") }, new Sale { OrderId = 10608, Region = "South America", Country = "Argentina", City = "Buenos Aires", Amount = 3750, Date = DateTime.Parse("2014/05/16") }, new Sale { OrderId = 10609, Region = "South America", Country = "Paraguay", City = "Asuncion", Amount = 1290, Date = DateTime.Parse("2014/05/10") }, new Sale { OrderId = 10610, Region = "Europe", Country = "United Kingdom", City = "London", Amount = 4925, Date = DateTime.Parse("2014/05/14") }, new Sale { OrderId = 10611, Region = "Europe", Country = "Germany", City = "Berlin", Amount = 4300, Date = DateTime.Parse("2014/05/22") }, new Sale { OrderId = 10612, Region = "Europe", Country = "Spain", City = "Madrid", Amount = 5740, Date = DateTime.Parse("2014/05/08") }, new Sale { OrderId = 10613, Region = "Europe", Country = "Russian Federation", City = "Moscow", Amount = 3760, Date = DateTime.Parse("2014/05/18") }, new Sale { OrderId = 10614, Region = "Asia", Country = "China", City = "Beijing", Amount = 7920, Date = DateTime.Parse("2014/05/22") }, new Sale { OrderId = 10615, Region = "Asia", Country = "Japan", City = "Tokyo", Amount = 1440, Date = DateTime.Parse("2014/05/21") }, new Sale { OrderId = 10616, Region = "Asia", Country = "Republic of Korea", City = "Seoul", Amount = 5975, Date = DateTime.Parse("2014/05/25") }, new Sale { OrderId = 10617, Region = "Australia", Country = "Australia", City = "Sydney", Amount = 4440, Date = DateTime.Parse("2014/05/05") }, new Sale { OrderId = 10618, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 2310, Date = DateTime.Parse("2014/05/24") }, new Sale { OrderId = 10619, Region = "Africa", Country = "South Africa", City = "Pretoria", Amount = 2250, Date = DateTime.Parse("2014/05/06") }, new Sale { OrderId = 10620, Region = "Africa", Country = "Egypt", City = "Cairo", Amount = 2320, Date = DateTime.Parse("2014/05/14") }, new Sale { OrderId = 10621, Region = "Asia", Country = "China", City = "Beijing", Amount = 8370, Date = DateTime.Parse("2014/05/06") }, new Sale { OrderId = 10622, Region = "North America", Country = "United States", City = "New York", Amount = 5190, Date = DateTime.Parse("2014/06/26") }, new Sale { OrderId = 10623, Region = "North America", Country = "United States", City = "Los Angeles", Amount = 925, Date = DateTime.Parse("2014/06/04") }, new Sale { OrderId = 10624, Region = "North America", Country = "United States", City = "Denver", Amount = 3240, Date = DateTime.Parse("2014/06/20") }, new Sale { OrderId = 10625, Region = "North America", Country = "Canada", City = "Vancouver", Amount = 3180, Date = DateTime.Parse("2014/06/23") }, new Sale { OrderId = 10626, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 780, Date = DateTime.Parse("2014/06/13") }, new Sale { OrderId = 10627, Region = "South America", Country = "Brazil", City = "Rio de Janeiro", Amount = 4680, Date = DateTime.Parse("2014/06/08") }, new Sale { OrderId = 10628, Region = "South America", Country = "Argentina", City = "Buenos Aires", Amount = 2475, Date = DateTime.Parse("2014/06/25") }, new Sale { OrderId = 10629, Region = "South America", Country = "Paraguay", City = "Asuncion", Amount = 1920, Date = DateTime.Parse("2014/06/20") }, new Sale { OrderId = 10630, Region = "Europe", Country = "United Kingdom", City = "London", Amount = 7500, Date = DateTime.Parse("2014/06/25") }, new Sale { OrderId = 10631, Region = "Europe", Country = "Germany", City = "Berlin", Amount = 5025, Date = DateTime.Parse("2014/06/26") }, new Sale { OrderId = 10632, Region = "Europe", Country = "Spain", City = "Madrid", Amount = 2400, Date = DateTime.Parse("2014/06/08") }, new Sale { OrderId = 10633, Region = "Europe", Country = "Russian Federation", City = "Moscow", Amount = 1720, Date = DateTime.Parse("2014/06/09") }, new Sale { OrderId = 10634, Region = "Asia", Country = "China", City = "Beijing", Amount = 2880, Date = DateTime.Parse("2014/06/21") }, new Sale { OrderId = 10635, Region = "Asia", Country = "Japan", City = "Tokyo", Amount = 5430, Date = DateTime.Parse("2014/06/03") }, new Sale { OrderId = 10636, Region = "Asia", Country = "Republic of Korea", City = "Seoul", Amount = 4475, Date = DateTime.Parse("2014/06/19") }, new Sale { OrderId = 10637, Region = "Australia", Country = "Australia", City = "Sydney", Amount = 1420, Date = DateTime.Parse("2014/06/20") }, new Sale { OrderId = 10638, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 2670, Date = DateTime.Parse("2014/06/25") }, new Sale { OrderId = 10639, Region = "Africa", Country = "South Africa", City = "Pretoria", Amount = 1930, Date = DateTime.Parse("2014/06/02") }, new Sale { OrderId = 10640, Region = "Africa", Country = "Egypt", City = "Cairo", Amount = 580, Date = DateTime.Parse("2014/06/25") }, new Sale { OrderId = 10641, Region = "Africa", Country = "Egypt", City = "Cairo", Amount = 1620, Date = DateTime.Parse("2014/06/12") }, new Sale { OrderId = 10642, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 4530, Date = DateTime.Parse("2014/06/02") }, new Sale { OrderId = 10643, Region = "Europe", Country = "Germany", City = "Berlin", Amount = 6025, Date = DateTime.Parse("2014/06/23") }, new Sale { OrderId = 10644, Region = "North America", Country = "United States", City = "New York", Amount = 3540, Date = DateTime.Parse("2014/07/21") }, new Sale { OrderId = 10645, Region = "North America", Country = "United States", City = "Los Angeles", Amount = 3000, Date = DateTime.Parse("2014/07/01") }, new Sale { OrderId = 10646, Region = "North America", Country = "United States", City = "Denver", Amount = 3240, Date = DateTime.Parse("2014/07/26") }, new Sale { OrderId = 10647, Region = "North America", Country = "Canada", City = "Vancouver", Amount = 2265, Date = DateTime.Parse("2014/07/22") }, new Sale { OrderId = 10648, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 400, Date = DateTime.Parse("2014/07/09") }, new Sale { OrderId = 10649, Region = "South America", Country = "Brazil", City = "Rio de Janeiro", Amount = 1460, Date = DateTime.Parse("2014/07/08") }, new Sale { OrderId = 10650, Region = "South America", Country = "Argentina", City = "Buenos Aires", Amount = 1620, Date = DateTime.Parse("2014/07/18") }, new Sale { OrderId = 10651, Region = "South America", Country = "Paraguay", City = "Asuncion", Amount = 2400, Date = DateTime.Parse("2014/07/25") }, new Sale { OrderId = 10652, Region = "Europe", Country = "United Kingdom", City = "London", Amount = 5275, Date = DateTime.Parse("2014/07/04") }, new Sale { OrderId = 10653, Region = "Europe", Country = "Germany", City = "Berlin", Amount = 4475, Date = DateTime.Parse("2014/07/03") }, new Sale { OrderId = 10654, Region = "Europe", Country = "Spain", City = "Madrid", Amount = 3980, Date = DateTime.Parse("2014/07/21") }, new Sale { OrderId = 10655, Region = "Europe", Country = "Russian Federation", City = "Moscow", Amount = 5240, Date = DateTime.Parse("2014/07/11") }, new Sale { OrderId = 10656, Region = "Asia", Country = "China", City = "Beijing", Amount = 1200, Date = DateTime.Parse("2014/07/21") }, new Sale { OrderId = 10657, Region = "Asia", Country = "Japan", City = "Tokyo", Amount = 5700, Date = DateTime.Parse("2014/07/18") }, new Sale { OrderId = 10658, Region = "Asia", Country = "Republic of Korea", City = "Seoul", Amount = 5575, Date = DateTime.Parse("2014/07/01") }, new Sale { OrderId = 10659, Region = "Australia", Country = "Australia", City = "Sydney", Amount = 2160, Date = DateTime.Parse("2014/07/02") }, new Sale { OrderId = 10660, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 960, Date = DateTime.Parse("2014/07/09") }, new Sale { OrderId = 10661, Region = "Africa", Country = "South Africa", City = "Pretoria", Amount = 1280, Date = DateTime.Parse("2014/07/04") }, new Sale { OrderId = 10662, Region = "Africa", Country = "Egypt", City = "Cairo", Amount = 1040, Date = DateTime.Parse("2014/07/02") }, new Sale { OrderId = 10663, Region = "Asia", Country = "China", City = "Beijing", Amount = 5520, Date = DateTime.Parse("2014/07/21") }, new Sale { OrderId = 10664, Region = "South America", Country = "Paraguay", City = "Asuncion", Amount = 1760, Date = DateTime.Parse("2014/07/25") }, new Sale { OrderId = 10665, Region = "North America", Country = "Canada", City = "Vancouver", Amount = 4080, Date = DateTime.Parse("2014/07/07") }, new Sale { OrderId = 10666, Region = "Africa", Country = "Egypt", City = "Cairo", Amount = 1000, Date = DateTime.Parse("2014/07/21") }, new Sale { OrderId = 10667, Region = "Asia", Country = "China", City = "Beijing", Amount = 3270, Date = DateTime.Parse("2014/07/12") }, new Sale { OrderId = 10668, Region = "North America", Country = "United States", City = "New York", Amount = 1770, Date = DateTime.Parse("2014/08/23") }, new Sale { OrderId = 10669, Region = "North America", Country = "United States", City = "Los Angeles", Amount = 2700, Date = DateTime.Parse("2014/08/09") }, new Sale { OrderId = 10670, Region = "North America", Country = "United States", City = "Denver", Amount = 2175, Date = DateTime.Parse("2014/08/03") }, new Sale { OrderId = 10671, Region = "North America", Country = "Canada", City = "Vancouver", Amount = 3375, Date = DateTime.Parse("2014/08/11") }, new Sale { OrderId = 10672, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 2040, Date = DateTime.Parse("2014/08/01") }, new Sale { OrderId = 10673, Region = "South America", Country = "Brazil", City = "Rio de Janeiro", Amount = 3000, Date = DateTime.Parse("2014/08/21") }, new Sale { OrderId = 10674, Region = "South America", Country = "Argentina", City = "Buenos Aires", Amount = 3900, Date = DateTime.Parse("2014/08/16") }, new Sale { OrderId = 10675, Region = "South America", Country = "Paraguay", City = "Asuncion", Amount = 1370, Date = DateTime.Parse("2014/08/20") }, new Sale { OrderId = 10676, Region = "Europe", Country = "United Kingdom", City = "London", Amount = 5700, Date = DateTime.Parse("2014/08/01") }, new Sale { OrderId = 10677, Region = "Europe", Country = "Germany", City = "Berlin", Amount = 1275, Date = DateTime.Parse("2014/08/22") }, new Sale { OrderId = 10678, Region = "Europe", Country = "Spain", City = "Madrid", Amount = 4060, Date = DateTime.Parse("2014/08/13") }, new Sale { OrderId = 10679, Region = "Europe", Country = "Russian Federation", City = "Moscow", Amount = 2320, Date = DateTime.Parse("2014/08/18") }, new Sale { OrderId = 10680, Region = "Asia", Country = "China", City = "Beijing", Amount = 7590, Date = DateTime.Parse("2014/08/24") }, new Sale { OrderId = 10681, Region = "Asia", Country = "Japan", City = "Tokyo", Amount = 4560, Date = DateTime.Parse("2014/08/20") }, new Sale { OrderId = 10682, Region = "Asia", Country = "Republic of Korea", City = "Seoul", Amount = 7575, Date = DateTime.Parse("2014/08/20") }, new Sale { OrderId = 10683, Region = "Australia", Country = "Australia", City = "Sydney", Amount = 700, Date = DateTime.Parse("2014/08/25") }, new Sale { OrderId = 10684, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 2400, Date = DateTime.Parse("2014/08/16") }, new Sale { OrderId = 10685, Region = "Africa", Country = "South Africa", City = "Pretoria", Amount = 1390, Date = DateTime.Parse("2014/08/15") }, new Sale { OrderId = 10686, Region = "Africa", Country = "Egypt", City = "Cairo", Amount = 1320, Date = DateTime.Parse("2014/08/09") }, new Sale { OrderId = 10687, Region = "North America", Country = "United States", City = "Denver", Amount = 1680, Date = DateTime.Parse("2014/08/09") }, new Sale { OrderId = 10688, Region = "South America", Country = "Argentina", City = "Buenos Aires", Amount = 1500, Date = DateTime.Parse("2014/08/11") }, new Sale { OrderId = 10689, Region = "North America", Country = "United States", City = "New York", Amount = 6150, Date = DateTime.Parse("2014/09/21") }, new Sale { OrderId = 10690, Region = "North America", Country = "United States", City = "Los Angeles", Amount = 3675, Date = DateTime.Parse("2014/09/02") }, new Sale { OrderId = 10691, Region = "North America", Country = "United States", City = "Denver", Amount = 2250, Date = DateTime.Parse("2014/09/05") }, new Sale { OrderId = 10692, Region = "North America", Country = "Canada", City = "Vancouver", Amount = 3585, Date = DateTime.Parse("2014/09/10") }, new Sale { OrderId = 10693, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 1470, Date = DateTime.Parse("2014/09/01") }, new Sale { OrderId = 10694, Region = "South America", Country = "Brazil", City = "Rio de Janeiro", Amount = 2260, Date = DateTime.Parse("2014/09/02") }, new Sale { OrderId = 10695, Region = "South America", Country = "Argentina", City = "Buenos Aires", Amount = 3765, Date = DateTime.Parse("2014/09/03") }, new Sale { OrderId = 10696, Region = "South America", Country = "Paraguay", City = "Asuncion", Amount = 1640, Date = DateTime.Parse("2014/09/04") }, new Sale { OrderId = 10697, Region = "Europe", Country = "United Kingdom", City = "London", Amount = 4475, Date = DateTime.Parse("2014/09/09") }, new Sale { OrderId = 10698, Region = "Europe", Country = "Germany", City = "Berlin", Amount = 5975, Date = DateTime.Parse("2014/09/04") }, new Sale { OrderId = 10699, Region = "Europe", Country = "Spain", City = "Madrid", Amount = 1100, Date = DateTime.Parse("2014/09/16") }, new Sale { OrderId = 10700, Region = "Europe", Country = "Russian Federation", City = "Moscow", Amount = 1320, Date = DateTime.Parse("2014/09/18") }, new Sale { OrderId = 10701, Region = "Asia", Country = "China", City = "Beijing", Amount = 8610, Date = DateTime.Parse("2014/09/19") }, new Sale { OrderId = 10702, Region = "Asia", Country = "Japan", City = "Tokyo", Amount = 9210, Date = DateTime.Parse("2014/09/09") }, new Sale { OrderId = 10703, Region = "Asia", Country = "Republic of Korea", City = "Seoul", Amount = 3700, Date = DateTime.Parse("2014/09/01") }, new Sale { OrderId = 10704, Region = "Australia", Country = "Australia", City = "Sydney", Amount = 3620, Date = DateTime.Parse("2014/09/19") }, new Sale { OrderId = 10705, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 4275, Date = DateTime.Parse("2014/09/01") }, new Sale { OrderId = 10706, Region = "Africa", Country = "South Africa", City = "Pretoria", Amount = 2370, Date = DateTime.Parse("2014/09/03") }, new Sale { OrderId = 10707, Region = "Africa", Country = "Egypt", City = "Cairo", Amount = 1870, Date = DateTime.Parse("2014/09/10") }, new Sale { OrderId = 10708, Region = "Africa", Country = "South Africa", City = "Pretoria", Amount = 2070, Date = DateTime.Parse("2014/09/25") }, new Sale { OrderId = 10709, Region = "Europe", Country = "Germany", City = "Berlin", Amount = 5025, Date = DateTime.Parse("2014/09/19") }, new Sale { OrderId = 10710, Region = "North America", Country = "United States", City = "New York", Amount = 1080, Date = DateTime.Parse("2014/10/15") }, new Sale { OrderId = 10711, Region = "North America", Country = "United States", City = "Los Angeles", Amount = 1400, Date = DateTime.Parse("2014/10/22") }, new Sale { OrderId = 10712, Region = "North America", Country = "United States", City = "Denver", Amount = 4260, Date = DateTime.Parse("2014/10/01") }, new Sale { OrderId = 10713, Region = "North America", Country = "Canada", City = "Vancouver", Amount = 2745, Date = DateTime.Parse("2014/10/01") }, new Sale { OrderId = 10714, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 2920, Date = DateTime.Parse("2014/10/23") }, new Sale { OrderId = 10715, Region = "South America", Country = "Brazil", City = "Rio de Janeiro", Amount = 3520, Date = DateTime.Parse("2014/10/11") }, new Sale { OrderId = 10716, Region = "South America", Country = "Argentina", City = "Buenos Aires", Amount = 4035, Date = DateTime.Parse("2014/10/20") }, new Sale { OrderId = 10717, Region = "South America", Country = "Paraguay", City = "Asuncion", Amount = 1730, Date = DateTime.Parse("2014/10/05") }, new Sale { OrderId = 10718, Region = "Europe", Country = "United Kingdom", City = "London", Amount = 975, Date = DateTime.Parse("2014/10/06") }, new Sale { OrderId = 10719, Region = "Europe", Country = "Germany", City = "Berlin", Amount = 5700, Date = DateTime.Parse("2014/10/06") }, new Sale { OrderId = 10720, Region = "Europe", Country = "Spain", City = "Madrid", Amount = 5080, Date = DateTime.Parse("2014/10/18") }, new Sale { OrderId = 10721, Region = "Europe", Country = "Russian Federation", City = "Moscow", Amount = 2940, Date = DateTime.Parse("2014/10/24") }, new Sale { OrderId = 10722, Region = "Asia", Country = "China", City = "Beijing", Amount = 2670, Date = DateTime.Parse("2014/10/04") }, new Sale { OrderId = 10723, Region = "Asia", Country = "Japan", City = "Tokyo", Amount = 1230, Date = DateTime.Parse("2014/10/11") }, new Sale { OrderId = 10724, Region = "Asia", Country = "Republic of Korea", City = "Seoul", Amount = 600, Date = DateTime.Parse("2014/10/08") }, new Sale { OrderId = 10725, Region = "Australia", Country = "Australia", City = "Sydney", Amount = 3700, Date = DateTime.Parse("2014/10/08") }, new Sale { OrderId = 10726, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 3375, Date = DateTime.Parse("2014/10/11") }, new Sale { OrderId = 10727, Region = "Africa", Country = "South Africa", City = "Pretoria", Amount = 1500, Date = DateTime.Parse("2014/10/17") }, new Sale { OrderId = 10728, Region = "Africa", Country = "Egypt", City = "Cairo", Amount = 370, Date = DateTime.Parse("2014/10/05") }, new Sale { OrderId = 10729, Region = "South America", Country = "Paraguay", City = "Asuncion", Amount = 2340, Date = DateTime.Parse("2014/10/16") }, new Sale { OrderId = 10730, Region = "Asia", Country = "Japan", City = "Tokyo", Amount = 1080, Date = DateTime.Parse("2014/10/08") }, new Sale { OrderId = 10731, Region = "Asia", Country = "Republic of Korea", City = "Seoul", Amount = 2775, Date = DateTime.Parse("2014/10/21") }, new Sale { OrderId = 10732, Region = "North America", Country = "United States", City = "New York", Amount = 4380, Date = DateTime.Parse("2014/11/09") }, new Sale { OrderId = 10733, Region = "North America", Country = "United States", City = "Los Angeles", Amount = 5500, Date = DateTime.Parse("2014/11/21") }, new Sale { OrderId = 10734, Region = "North America", Country = "United States", City = "Denver", Amount = 1920, Date = DateTime.Parse("2014/11/24") }, new Sale { OrderId = 10735, Region = "North America", Country = "Canada", City = "Vancouver", Amount = 765, Date = DateTime.Parse("2014/11/24") }, new Sale { OrderId = 10736, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 370, Date = DateTime.Parse("2014/11/18") }, new Sale { OrderId = 10737, Region = "South America", Country = "Brazil", City = "Rio de Janeiro", Amount = 3500, Date = DateTime.Parse("2014/11/25") }, new Sale { OrderId = 10738, Region = "South America", Country = "Argentina", City = "Buenos Aires", Amount = 825, Date = DateTime.Parse("2014/11/09") }, new Sale { OrderId = 10739, Region = "South America", Country = "Paraguay", City = "Asuncion", Amount = 490, Date = DateTime.Parse("2014/11/23") }, new Sale { OrderId = 10740, Region = "Europe", Country = "United Kingdom", City = "London", Amount = 7075, Date = DateTime.Parse("2014/11/20") }, new Sale { OrderId = 10741, Region = "Europe", Country = "Germany", City = "Berlin", Amount = 1350, Date = DateTime.Parse("2014/11/25") }, new Sale { OrderId = 10742, Region = "Europe", Country = "Spain", City = "Madrid", Amount = 1440, Date = DateTime.Parse("2014/11/15") }, new Sale { OrderId = 10743, Region = "Europe", Country = "Russian Federation", City = "Moscow", Amount = 2820, Date = DateTime.Parse("2014/11/13") }, new Sale { OrderId = 10744, Region = "Asia", Country = "China", City = "Beijing", Amount = 2280, Date = DateTime.Parse("2014/11/12") }, new Sale { OrderId = 10745, Region = "Asia", Country = "Japan", City = "Tokyo", Amount = 1110, Date = DateTime.Parse("2014/11/03") }, new Sale { OrderId = 10746, Region = "Asia", Country = "Republic of Korea", City = "Seoul", Amount = 1150, Date = DateTime.Parse("2014/11/23") }, new Sale { OrderId = 10747, Region = "Australia", Country = "Australia", City = "Sydney", Amount = 2040, Date = DateTime.Parse("2014/11/20") }, new Sale { OrderId = 10748, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 3090, Date = DateTime.Parse("2014/11/24") }, new Sale { OrderId = 10749, Region = "Africa", Country = "South Africa", City = "Pretoria", Amount = 1940, Date = DateTime.Parse("2014/11/24") }, new Sale { OrderId = 10750, Region = "Africa", Country = "Egypt", City = "Cairo", Amount = 3090, Date = DateTime.Parse("2014/11/16") }, new Sale { OrderId = 10751, Region = "Asia", Country = "Republic of Korea", City = "Seoul", Amount = 4900, Date = DateTime.Parse("2014/11/05") }, new Sale { OrderId = 10752, Region = "North America", Country = "United States", City = "Denver", Amount = 3465, Date = DateTime.Parse("2014/11/07") }, new Sale { OrderId = 10753, Region = "Africa", Country = "South Africa", City = "Pretoria", Amount = 1110, Date = DateTime.Parse("2014/11/20") }, new Sale { OrderId = 10754, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 1650, Date = DateTime.Parse("2014/11/02") }, new Sale { OrderId = 10755, Region = "North America", Country = "United States", City = "New York", Amount = 5280, Date = DateTime.Parse("2014/12/04") }, new Sale { OrderId = 10756, Region = "North America", Country = "United States", City = "Los Angeles", Amount = 3075, Date = DateTime.Parse("2014/12/02") }, new Sale { OrderId = 10757, Region = "North America", Country = "United States", City = "Denver", Amount = 690, Date = DateTime.Parse("2014/12/07") }, new Sale { OrderId = 10758, Region = "North America", Country = "Canada", City = "Vancouver", Amount = 1305, Date = DateTime.Parse("2014/12/15") }, new Sale { OrderId = 10759, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 1970, Date = DateTime.Parse("2014/12/01") }, new Sale { OrderId = 10760, Region = "South America", Country = "Brazil", City = "Rio de Janeiro", Amount = 3760, Date = DateTime.Parse("2014/12/18") }, new Sale { OrderId = 10761, Region = "South America", Country = "Argentina", City = "Buenos Aires", Amount = 1920, Date = DateTime.Parse("2014/12/22") }, new Sale { OrderId = 10762, Region = "South America", Country = "Paraguay", City = "Asuncion", Amount = 1360, Date = DateTime.Parse("2014/12/12") }, new Sale { OrderId = 10763, Region = "Europe", Country = "United Kingdom", City = "London", Amount = 2525, Date = DateTime.Parse("2014/12/06") }, new Sale { OrderId = 10764, Region = "Europe", Country = "Germany", City = "Berlin", Amount = 5575, Date = DateTime.Parse("2014/12/20") }, new Sale { OrderId = 10765, Region = "Europe", Country = "Spain", City = "Madrid", Amount = 5560, Date = DateTime.Parse("2014/12/10") }, new Sale { OrderId = 10766, Region = "Europe", Country = "Russian Federation", City = "Moscow", Amount = 4880, Date = DateTime.Parse("2014/12/13") }, new Sale { OrderId = 10767, Region = "Asia", Country = "China", City = "Beijing", Amount = 8850, Date = DateTime.Parse("2014/12/03") }, new Sale { OrderId = 10768, Region = "Asia", Country = "Japan", City = "Tokyo", Amount = 2820, Date = DateTime.Parse("2014/12/10") }, new Sale { OrderId = 10769, Region = "Asia", Country = "Republic of Korea", City = "Seoul", Amount = 4000, Date = DateTime.Parse("2014/12/12") }, new Sale { OrderId = 10770, Region = "Australia", Country = "Australia", City = "Sydney", Amount = 5820, Date = DateTime.Parse("2014/12/02") }, new Sale { OrderId = 10771, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 1275, Date = DateTime.Parse("2014/12/12") }, new Sale { OrderId = 10772, Region = "Africa", Country = "South Africa", City = "Pretoria", Amount = 1310, Date = DateTime.Parse("2014/12/01") }, new Sale { OrderId = 10773, Region = "Africa", Country = "Egypt", City = "Cairo", Amount = 2180, Date = DateTime.Parse("2014/12/26") }, new Sale { OrderId = 10774, Region = "South America", Country = "Argentina", City = "Buenos Aires", Amount = 4470, Date = DateTime.Parse("2014/12/17") }, new Sale { OrderId = 10775, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 2990, Date = DateTime.Parse("2014/12/15") }, new Sale { OrderId = 10776, Region = "Europe", Country = "United Kingdom", City = "London", Amount = 7650, Date = DateTime.Parse("2014/12/18") }, new Sale { OrderId = 10777, Region = "Asia", Country = "Japan", City = "Tokyo", Amount = 780, Date = DateTime.Parse("2014/12/02") }, new Sale { OrderId = 10778, Region = "South America", Country = "Paraguay", City = "Asuncion", Amount = 2970, Date = DateTime.Parse("2014/12/13") }, new Sale { OrderId = 10779, Region = "South America", Country = "Argentina", City = "Buenos Aires", Amount = 1155, Date = DateTime.Parse("2014/12/05") }, new Sale { OrderId = 10780, Region = "North America", Country = "United States", City = "New York", Amount = 4470, Date = DateTime.Parse("2015/01/10") }, new Sale { OrderId = 10781, Region = "North America", Country = "United States", City = "Los Angeles", Amount = 1125, Date = DateTime.Parse("2015/01/21") }, new Sale { OrderId = 10782, Region = "North America", Country = "United States", City = "Denver", Amount = 645, Date = DateTime.Parse("2015/01/17") }, new Sale { OrderId = 10783, Region = "North America", Country = "Canada", City = "Vancouver", Amount = 675, Date = DateTime.Parse("2015/01/05") }, new Sale { OrderId = 10784, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 2840, Date = DateTime.Parse("2015/01/05") }, new Sale { OrderId = 10785, Region = "South America", Country = "Brazil", City = "Rio de Janeiro", Amount = 2660, Date = DateTime.Parse("2015/01/04") }, new Sale { OrderId = 10786, Region = "South America", Country = "Argentina", City = "Buenos Aires", Amount = 4560, Date = DateTime.Parse("2015/01/12") }, new Sale { OrderId = 10787, Region = "South America", Country = "Paraguay", City = "Asuncion", Amount = 2880, Date = DateTime.Parse("2015/01/20") }, new Sale { OrderId = 10788, Region = "Europe", Country = "United Kingdom", City = "London", Amount = 500, Date = DateTime.Parse("2015/01/02") }, new Sale { OrderId = 10789, Region = "Europe", Country = "Germany", City = "Berlin", Amount = 3925, Date = DateTime.Parse("2015/01/07") }, new Sale { OrderId = 10790, Region = "Europe", Country = "Spain", City = "Madrid", Amount = 5660, Date = DateTime.Parse("2015/01/18") }, new Sale { OrderId = 10791, Region = "Europe", Country = "Russian Federation", City = "Moscow", Amount = 1460, Date = DateTime.Parse("2015/01/22") }, new Sale { OrderId = 10792, Region = "Asia", Country = "China", City = "Beijing", Amount = 5040, Date = DateTime.Parse("2015/01/10") }, new Sale { OrderId = 10793, Region = "Asia", Country = "Japan", City = "Tokyo", Amount = 4830, Date = DateTime.Parse("2015/01/13") }, new Sale { OrderId = 10794, Region = "Asia", Country = "Republic of Korea", City = "Seoul", Amount = 3075, Date = DateTime.Parse("2015/01/22") }, new Sale { OrderId = 10795, Region = "Australia", Country = "Australia", City = "Sydney", Amount = 3120, Date = DateTime.Parse("2015/01/14") }, new Sale { OrderId = 10796, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 3525, Date = DateTime.Parse("2015/01/23") }, new Sale { OrderId = 10797, Region = "Africa", Country = "South Africa", City = "Pretoria", Amount = 1930, Date = DateTime.Parse("2015/01/09") }, new Sale { OrderId = 10798, Region = "Africa", Country = "Egypt", City = "Cairo", Amount = 2890, Date = DateTime.Parse("2015/01/02") }, new Sale { OrderId = 10799, Region = "South America", Country = "Argentina", City = "Buenos Aires", Amount = 1545, Date = DateTime.Parse("2015/01/17") }, new Sale { OrderId = 10800, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 3630, Date = DateTime.Parse("2015/01/20") }, new Sale { OrderId = 10801, Region = "North America", Country = "Canada", City = "Vancouver", Amount = 4035, Date = DateTime.Parse("2015/01/14") }, new Sale { OrderId = 10802, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 345, Date = DateTime.Parse("2015/01/06") }, new Sale { OrderId = 10803, Region = "Asia", Country = "Republic of Korea", City = "Seoul", Amount = 7000, Date = DateTime.Parse("2015/01/07") }, new Sale { OrderId = 10804, Region = "North America", Country = "United States", City = "New York", Amount = 3060, Date = DateTime.Parse("2015/02/13") }, new Sale { OrderId = 10805, Region = "North America", Country = "United States", City = "Los Angeles", Amount = 6425, Date = DateTime.Parse("2015/02/04") }, new Sale { OrderId = 10806, Region = "North America", Country = "United States", City = "Denver", Amount = 615, Date = DateTime.Parse("2015/02/22") }, new Sale { OrderId = 10807, Region = "North America", Country = "Canada", City = "Vancouver", Amount = 1755, Date = DateTime.Parse("2015/02/07") }, new Sale { OrderId = 10808, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 1540, Date = DateTime.Parse("2015/02/21") }, new Sale { OrderId = 10809, Region = "South America", Country = "Brazil", City = "Rio de Janeiro", Amount = 2820, Date = DateTime.Parse("2015/02/24") }, new Sale { OrderId = 10810, Region = "South America", Country = "Argentina", City = "Buenos Aires", Amount = 4305, Date = DateTime.Parse("2015/02/10") }, new Sale { OrderId = 10811, Region = "South America", Country = "Paraguay", City = "Asuncion", Amount = 1520, Date = DateTime.Parse("2015/02/26") }, new Sale { OrderId = 10812, Region = "Europe", Country = "United Kingdom", City = "London", Amount = 4725, Date = DateTime.Parse("2015/02/18") }, new Sale { OrderId = 10813, Region = "Europe", Country = "Germany", City = "Berlin", Amount = 6750, Date = DateTime.Parse("2015/02/16") }, new Sale { OrderId = 10814, Region = "Europe", Country = "Spain", City = "Madrid", Amount = 5540, Date = DateTime.Parse("2015/02/07") }, new Sale { OrderId = 10815, Region = "Europe", Country = "Russian Federation", City = "Moscow", Amount = 1880, Date = DateTime.Parse("2015/02/24") }, new Sale { OrderId = 10816, Region = "Asia", Country = "China", City = "Beijing", Amount = 6180, Date = DateTime.Parse("2015/02/26") }, new Sale { OrderId = 10817, Region = "Asia", Country = "Japan", City = "Tokyo", Amount = 9300, Date = DateTime.Parse("2015/02/03") }, new Sale { OrderId = 10818, Region = "Asia", Country = "Republic of Korea", City = "Seoul", Amount = 3700, Date = DateTime.Parse("2015/02/26") }, new Sale { OrderId = 10819, Region = "Australia", Country = "Australia", City = "Sydney", Amount = 740, Date = DateTime.Parse("2015/02/01") }, new Sale { OrderId = 10820, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 4755, Date = DateTime.Parse("2015/02/23") }, new Sale { OrderId = 10821, Region = "Africa", Country = "South Africa", City = "Pretoria", Amount = 2570, Date = DateTime.Parse("2015/02/20") }, new Sale { OrderId = 10822, Region = "Africa", Country = "Egypt", City = "Cairo", Amount = 2860, Date = DateTime.Parse("2015/02/19") }, new Sale { OrderId = 10823, Region = "North America", Country = "United States", City = "New York", Amount = 5430, Date = DateTime.Parse("2015/03/21") }, new Sale { OrderId = 10824, Region = "North America", Country = "United States", City = "Los Angeles", Amount = 4525, Date = DateTime.Parse("2015/03/21") }, new Sale { OrderId = 10825, Region = "North America", Country = "United States", City = "Denver", Amount = 1515, Date = DateTime.Parse("2015/03/10") }, new Sale { OrderId = 10826, Region = "North America", Country = "Canada", City = "Vancouver", Amount = 630, Date = DateTime.Parse("2015/03/15") }, new Sale { OrderId = 10827, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 1310, Date = DateTime.Parse("2015/03/01") }, new Sale { OrderId = 10828, Region = "South America", Country = "Brazil", City = "Rio de Janeiro", Amount = 3200, Date = DateTime.Parse("2015/03/17") }, new Sale { OrderId = 10829, Region = "South America", Country = "Argentina", City = "Buenos Aires", Amount = 3945, Date = DateTime.Parse("2015/03/20") }, new Sale { OrderId = 10830, Region = "South America", Country = "Paraguay", City = "Asuncion", Amount = 2990, Date = DateTime.Parse("2015/03/18") }, new Sale { OrderId = 10831, Region = "Europe", Country = "United Kingdom", City = "London", Amount = 1125, Date = DateTime.Parse("2015/03/22") }, new Sale { OrderId = 10832, Region = "Europe", Country = "Germany", City = "Berlin", Amount = 7950, Date = DateTime.Parse("2015/03/17") }, new Sale { OrderId = 10833, Region = "Europe", Country = "Spain", City = "Madrid", Amount = 2960, Date = DateTime.Parse("2015/03/25") }, new Sale { OrderId = 10834, Region = "Europe", Country = "Russian Federation", City = "Moscow", Amount = 6300, Date = DateTime.Parse("2015/03/20") }, new Sale { OrderId = 10835, Region = "Asia", Country = "China", City = "Beijing", Amount = 8670, Date = DateTime.Parse("2015/03/07") }, new Sale { OrderId = 10836, Region = "Asia", Country = "Japan", City = "Tokyo", Amount = 3930, Date = DateTime.Parse("2015/03/23") }, new Sale { OrderId = 10837, Region = "Asia", Country = "Republic of Korea", City = "Seoul", Amount = 6975, Date = DateTime.Parse("2015/03/02") }, new Sale { OrderId = 10838, Region = "Australia", Country = "Australia", City = "Sydney", Amount = 4220, Date = DateTime.Parse("2015/03/17") }, new Sale { OrderId = 10839, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 3090, Date = DateTime.Parse("2015/03/25") }, new Sale { OrderId = 10840, Region = "Africa", Country = "South Africa", City = "Pretoria", Amount = 2380, Date = DateTime.Parse("2015/03/01") }, new Sale { OrderId = 10841, Region = "Africa", Country = "Egypt", City = "Cairo", Amount = 1510, Date = DateTime.Parse("2015/03/07") }, new Sale { OrderId = 10842, Region = "Asia", Country = "Japan", City = "Tokyo", Amount = 1020, Date = DateTime.Parse("2015/03/19") }, new Sale { OrderId = 10843, Region = "Asia", Country = "Republic of Korea", City = "Seoul", Amount = 6700, Date = DateTime.Parse("2015/03/26") }, new Sale { OrderId = 10844, Region = "North America", Country = "United States", City = "New York", Amount = 4890, Date = DateTime.Parse("2015/04/02") }, new Sale { OrderId = 10845, Region = "North America", Country = "United States", City = "Los Angeles", Amount = 7225, Date = DateTime.Parse("2015/04/13") }, new Sale { OrderId = 10846, Region = "North America", Country = "United States", City = "Denver", Amount = 795, Date = DateTime.Parse("2015/04/07") }, new Sale { OrderId = 10847, Region = "North America", Country = "Canada", City = "Vancouver", Amount = 1785, Date = DateTime.Parse("2015/04/03") }, new Sale { OrderId = 10848, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 1850, Date = DateTime.Parse("2015/04/03") }, new Sale { OrderId = 10849, Region = "South America", Country = "Brazil", City = "Rio de Janeiro", Amount = 5120, Date = DateTime.Parse("2015/04/12") }, new Sale { OrderId = 10850, Region = "South America", Country = "Argentina", City = "Buenos Aires", Amount = 615, Date = DateTime.Parse("2015/04/07") }, new Sale { OrderId = 10851, Region = "South America", Country = "Paraguay", City = "Asuncion", Amount = 2860, Date = DateTime.Parse("2015/04/05") }, new Sale { OrderId = 10852, Region = "Europe", Country = "United Kingdom", City = "London", Amount = 1525, Date = DateTime.Parse("2015/04/24") }, new Sale { OrderId = 10853, Region = "Europe", Country = "Germany", City = "Berlin", Amount = 7425, Date = DateTime.Parse("2015/04/15") }, new Sale { OrderId = 10854, Region = "Europe", Country = "Spain", City = "Madrid", Amount = 6080, Date = DateTime.Parse("2015/04/13") }, new Sale { OrderId = 10855, Region = "Europe", Country = "Russian Federation", City = "Moscow", Amount = 2940, Date = DateTime.Parse("2015/04/04") }, new Sale { OrderId = 10856, Region = "Asia", Country = "China", City = "Beijing", Amount = 5580, Date = DateTime.Parse("2015/04/16") }, new Sale { OrderId = 10857, Region = "Asia", Country = "Japan", City = "Tokyo", Amount = 9390, Date = DateTime.Parse("2015/04/19") }, new Sale { OrderId = 10858, Region = "Asia", Country = "Republic of Korea", City = "Seoul", Amount = 3200, Date = DateTime.Parse("2015/04/26") }, new Sale { OrderId = 10859, Region = "Australia", Country = "Australia", City = "Sydney", Amount = 4380, Date = DateTime.Parse("2015/04/05") }, new Sale { OrderId = 10860, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 4725, Date = DateTime.Parse("2015/04/06") }, new Sale { OrderId = 10861, Region = "Africa", Country = "South Africa", City = "Pretoria", Amount = 930, Date = DateTime.Parse("2015/04/25") }, new Sale { OrderId = 10862, Region = "Africa", Country = "Egypt", City = "Cairo", Amount = 1910, Date = DateTime.Parse("2015/04/05") }, new Sale { OrderId = 10863, Region = "Europe", Country = "United Kingdom", City = "London", Amount = 2725, Date = DateTime.Parse("2015/04/16") }, new Sale { OrderId = 10864, Region = "Australia", Country = "Australia", City = "Sydney", Amount = 4720, Date = DateTime.Parse("2015/04/02") }, new Sale { OrderId = 10865, Region = "Asia", Country = "China", City = "Beijing", Amount = 5190, Date = DateTime.Parse("2015/04/10") }, new Sale { OrderId = 10866, Region = "Africa", Country = "South Africa", City = "Pretoria", Amount = 2800, Date = DateTime.Parse("2015/04/26") }, new Sale { OrderId = 10867, Region = "Asia", Country = "Japan", City = "Tokyo", Amount = 3780, Date = DateTime.Parse("2015/04/24") }, new Sale { OrderId = 10868, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 2340, Date = DateTime.Parse("2015/04/17") }, new Sale { OrderId = 10869, Region = "North America", Country = "United States", City = "New York", Amount = 4830, Date = DateTime.Parse("2015/05/12") }, new Sale { OrderId = 10870, Region = "North America", Country = "United States", City = "Los Angeles", Amount = 2075, Date = DateTime.Parse("2015/05/23") }, new Sale { OrderId = 10871, Region = "North America", Country = "United States", City = "Denver", Amount = 3420, Date = DateTime.Parse("2015/05/21") }, new Sale { OrderId = 10872, Region = "North America", Country = "Canada", City = "Vancouver", Amount = 1440, Date = DateTime.Parse("2015/05/10") }, new Sale { OrderId = 10873, Region = "North America", Country = "Canada", City = "Edmonton", Amount = 1680, Date = DateTime.Parse("2015/05/15") }, new Sale { OrderId = 10874, Region = "South America", Country = "Brazil", City = "Rio de Janeiro", Amount = 3440, Date = DateTime.Parse("2015/05/16") }, new Sale { OrderId = 10875, Region = "South America", Country = "Argentina", City = "Buenos Aires", Amount = 4695, Date = DateTime.Parse("2015/05/10") }, new Sale { OrderId = 10876, Region = "South America", Country = "Paraguay", City = "Asuncion", Amount = 2380, Date = DateTime.Parse("2015/05/06") }, new Sale { OrderId = 10877, Region = "Europe", Country = "United Kingdom", City = "London", Amount = 1875, Date = DateTime.Parse("2015/05/25") }, new Sale { OrderId = 10878, Region = "Europe", Country = "Germany", City = "Berlin", Amount = 7550, Date = DateTime.Parse("2015/05/14") }, new Sale { OrderId = 10879, Region = "Europe", Country = "Spain", City = "Madrid", Amount = 3340, Date = DateTime.Parse("2015/05/01") }, new Sale { OrderId = 10880, Region = "Europe", Country = "Russian Federation", City = "Moscow", Amount = 1400, Date = DateTime.Parse("2015/05/22") }, new Sale { OrderId = 10881, Region = "Asia", Country = "China", City = "Beijing", Amount = 6060, Date = DateTime.Parse("2015/05/22") }, new Sale { OrderId = 10882, Region = "Asia", Country = "Japan", City = "Tokyo", Amount = 8370, Date = DateTime.Parse("2015/05/13") }, new Sale { OrderId = 10883, Region = "Asia", Country = "Republic of Korea", City = "Seoul", Amount = 3550, Date = DateTime.Parse("2015/05/26") }, new Sale { OrderId = 10884, Region = "Australia", Country = "Australia", City = "Sydney", Amount = 2620, Date = DateTime.Parse("2015/05/17") }, new Sale { OrderId = 10885, Region = "Australia", Country = "Australia", City = "Melbourne", Amount = 2400, Date = DateTime.Parse("2015/05/21") }, new Sale { OrderId = 10886, Region = "Africa", Country = "South Africa", City = "Pretoria", Amount = 1740, Date = DateTime.Parse("2015/05/21") }, new Sale { OrderId = 10887, Region = "Africa", Country = "Egypt", City = "Cairo", Amount = 500, Date = DateTime.Parse("2015/05/26") }, new Sale { OrderId = 10888, Region = "South America", Country = "Argentina", City = "Buenos Aires", Amount = 780, Date = DateTime.Parse("2015/05/07") } }; } }
.desc-container { margin-bottom: 10px; }

Apply a Summary Display Mode

DevExtreme PivotGrid supports predefined summary display modes decribed below. To apply one of them, set the summaryDisplayMode property.

  • "absoluteVariation"
    Calculates the absolute difference between the current and previous value in a row. Starts from the second value in the row because the first does not have a previous value.

  • "percentVariation"
    Same as the absolute variation, but the difference is calculated as a percentage.

  • "percentOfColumnTotal"
    Calculates the current value as a percentage in one of the column's intermediate totals or the column's grand total when there are no expanded rows.

  • "percentOfRowTotal"
    Calculates the current value as a percentage in one of the row's intermediate totals or the row's grand total when there are no expanded columns.

  • "percentOfColumnGrandTotal"
    Calculates the current value as a percentage in the column's grand total.

  • "percentOfRowGrandTotal"
    Calculates the current value as a percentage in the row's grand total.

  • "percentOfGrandTotal"
    Calculates the current value as a percentage in the grand total of the entire pivot grid.

If the predefined modes do not suit your needs, you can implement a custom post-processing function—calculateSummaryValue. Note that the PivotGrid ignores the summaryDisplayMode property if the calculateSummaryValue function is defined.

Change the Summary Display Mode at Runtime

In this demo, you can switch between predefined summary display modes at runtime. Right-click or long-tap the Relative Sales field in the field panel and select a mode from the invoked context menu.

To implement this functionality in your application, use the onContextMenuPreparing event handler. Within this handler, you should detect the right-clicked field. If it is a target field, change its summaryDisplayMode and optionally other properties, such as caption or format.