Data Binding in Blazor Pivot Table Component

27 Feb 202424 minutes to read

JSON

For JSON data binding, the type property under PivotViewDataSourceSettings needs to be set as JSON. The default value is assumed as JSON.

Binding JSON data via local

In-order to bind local JSON data to the pivot table, user can assign the local variable holding the JSON data to the DataSource property under PivotViewDataSourceSettings.

@using Syncfusion.Blazor.PivotView

<SfPivotView TValue="ProductDetails">
     <PivotViewDataSourceSettings DataSource="@data">
        <PivotViewColumns>
            <PivotViewColumn Name="Year"></PivotViewColumn>
            <PivotViewColumn Name="Quarter"></PivotViewColumn>
        </PivotViewColumns>
        <PivotViewRows>
            <PivotViewRow Name="Country"></PivotViewRow>
            <PivotViewRow Name="Products"></PivotViewRow>
        </PivotViewRows>
        <PivotViewValues>
            <PivotViewValue Name="Sold" Caption="Unit Sold"></PivotViewValue>
            <PivotViewValue Name="Amount" Caption="Sold Amount"></PivotViewValue>
        </PivotViewValues>
        <PivotViewFormatSettings>
            <PivotViewFormatSetting Name="Amount" Format="C"></PivotViewFormatSetting>
        </PivotViewFormatSettings>
    </PivotViewDataSourceSettings>
</SfPivotView>

@code{
    public List<ProductDetails> data { get; set; }
    protected override void OnInitialized()
    {
        this.data = ProductDetails.GetProductData().ToList();
        //Bind the data source collection here. Refer "Assigning sample data to the pivot table" section in getting started for more details.
    }
}

Using local variable, the JSON data can also be bound to the pivot table using SfDataManager option with the help of JsonAdaptor. Here the instance of SfDataManager holding JSON data is assigned to DataSource property under PivotViewDataSourceSettings. The use of SfDataManager is optional here.

@using Syncfusion.Blazor.PivotView
@using Syncfusion.Blazor.Data

<SfPivotView TValue="ProductDetails" Width="1500" Height="300">
    <PivotViewDataSourceSettings TValue="ProductDetails" ExpandAll=false EnableSorting=true>
        <SfDataManager Json="@dataSource" Adaptor="Syncfusion.Blazor.Adaptors.JsonAdaptor"></SfDataManager>
        <PivotViewColumns>
            <PivotViewColumn Name="Year"></PivotViewColumn>
            <PivotViewColumn Name="Quarter"></PivotViewColumn>
        </PivotViewColumns>
        <PivotViewRows>
            <PivotViewRow Name="Country"></PivotViewRow>
            <PivotViewRow Name="Products"></PivotViewRow>
        </PivotViewRows>
        <PivotViewValues>
            <PivotViewValue Name="Sold" Caption="Unit Sold"></PivotViewValue>
            <PivotViewValue Name="Amount" Caption="Sold Amount"></PivotViewValue>
        </PivotViewValues>
        <PivotViewFormatSettings>
            <PivotViewFormatSetting Name="Amount" Format="C"></PivotViewFormatSetting>
        </PivotViewFormatSettings>
    </PivotViewDataSourceSettings>
    <PivotViewGridSettings ColumnWidth="120"></PivotViewGridSettings>
</SfPivotView>

@code{
    public List<ProductDetails> data { get; set; }
    protected override void OnInitialized()
    {
        this.data = ProductDetails.GetProductData().ToList();
        //Bind the data source collection here. Refer "Assigning sample data to the pivot table" section in getting started for more details.
    }
}

In the meantime, the JSON data from the local *.json file type can also be connected to the pivot table. Here, the file can be read by the StreamReader option, which will give the result in the string form. And the resulting string needs to be converted to JSON data that can be assigned to the DataSource property under PivotViewDataSourceSettings.

@using Syncfusion.Blazor.PivotView
@using System;
@using System.Collections.Generic;
@using System.IO;
@using System.Net;

<SfPivotView TValue="PivotProductDetails" Width="1500" Height="300" ShowFieldList="true">
    <PivotViewDataSourceSettings TValue="PivotProductDetails" DataSource="@dataSource" ExpandAll=false  EnableSorting=true>
        <PivotViewColumns>
            <PivotViewColumn Name="EnerType" Caption="Energy Type"></PivotViewColumn>
        </PivotViewColumns>
        <PivotViewRows>
            <PivotViewRow Name="EneSource" Caption="Energy Source"></PivotViewRow>
        </PivotViewRows>
        <PivotViewValues>
            <PivotViewValue Name="PowUnits" Caption="Units (GWh)"></PivotViewValue>
            <PivotViewValue Name="ProCost" Caption="Cost (MM)"></PivotViewValue>
        </PivotViewValues>
        <PivotViewFormatSettings>
            <PivotViewFormatSetting Name="PowUnits" Format="N0" UseGrouping=true></PivotViewFormatSetting>
            <PivotViewFormatSetting Name="ProCost" Format="C0" UseGrouping=true></PivotViewFormatSetting>
        </PivotViewFormatSettings>
    </PivotViewDataSourceSettings>
    <PivotViewGridSettings ColumnWidth="120"></PivotViewGridSettings>
</SfPivotView>

@code{
    public List<PivotProductDetails> dataSource { get; set; }

    protected override void OnInitialized()
    {
        // Put appropriate file path here
        string url = AppDomain.CurrentDomain.BaseDirectory + "sales-analysis.json";
        WebClient myWebClient = new WebClient();
        Stream myStream = myWebClient.OpenRead(url);
        StreamReader stream = new StreamReader(myStream);
        string result = stream.ReadToEnd();
        stream.Close();
        this.dataSource = Newtonsoft.Json.JsonConvert.DeserializeObject<List<PivotProductDetails>>(result);
    }

    public class PivotProductDetails
    {
        public string Date { get; set; }
        public string Sector { get; set; }
        public string EnerType { get; set; }
        public string EneSource { get; set; }
        public int PowUnits { get; set; }
        public int ProCost { get; set; }
    }
}

Binding JSON data via remote

In-order to bind remote JSON data, mention the endpoint Url under PivotViewDataSourceSettings property. The Url property supports both direct downloadable file (*.json) and web service URL.

@using Syncfusion.Blazor.PivotView

<SfPivotView TValue="PivotProductDetails" Width="1500" Height="300" ShowFieldList="true">
    <PivotViewDataSourceSettings TValue="PivotProductDetails" ExpandAll=false EnableSorting=true Url="https://cdn.syncfusion.com/data/sales-analysis.json" Type=DataSourceType.JSON>
        <PivotViewColumns>
            <PivotViewColumn Name="EnerType" Caption="Energy Type"></PivotViewColumn>
        </PivotViewColumns>
        <PivotViewRows>
            <PivotViewRow Name="EneSource" Caption="Energy Source"></PivotViewRow>
        </PivotViewRows>
        <PivotViewValues>
            <PivotViewValue Name="PowUnits" Caption="Units (GWh)"></PivotViewValue>
            <PivotViewValue Name="ProCost" Caption="Cost (MM)"></PivotViewValue>
        </PivotViewValues>
        <PivotViewFormatSettings>
            <PivotViewFormatSetting Name="PowUnits" Format="N0" UseGrouping=true></PivotViewFormatSetting>
            <PivotViewFormatSetting Name="ProCost" Format="C0" UseGrouping=true></PivotViewFormatSetting>
        </PivotViewFormatSettings>
    </PivotViewDataSourceSettings>
    <PivotViewGridSettings ColumnWidth="120"></PivotViewGridSettings>
</SfPivotView>

@code{
    public class PivotProductDetails
    {
        public string EnerType { get; set; }
        public string EneSource { get; set; }
        public double PowUnits { get; set; }
        public double ProCost { get; set; }
    }
}

CSV

For CSV data binding, the type property under PivotViewDataSourceSettings needs to be set as CSV mandatorily.

NOTE

The CSV format is considered to be the most compact format compared to JSON since it is half the size of JSON. This helps to reduce the bandwidth while transferring to the browser.

Binding CSV data via local

In-order to bind local CSV data to the pivot table, user needs to convert it as string array and then directly assign it to the DataSource property under PivotViewDataSourceSettings.

@using Syncfusion.Blazor.PivotView
@using Syncfusion.Blazor.Data

<SfPivotView TValue="string[]" Width="1500" Height="300">
    <PivotViewDataSourceSettings TValue="string[]" DataSource="@dataSource" ExpandAll=false EnableSorting=true Type=DataSourceType.CSV>
        <PivotViewColumns>
            <PivotViewColumn Name="Item Type"></PivotViewColumn>
            <PivotViewColumn Name="Sales Channel"></PivotViewColumn>
        </PivotViewColumns>
        <PivotViewRows>
            <PivotViewRow Name="Region"></PivotViewRow>
            <PivotViewRow Name="Country"></PivotViewRow>
        </PivotViewRows>
        <PivotViewValues>
            <PivotViewValue Name="Total Cost"></PivotViewValue>
            <PivotViewValue Name="Total Revenue"></PivotViewValue>
            <PivotViewValue Name="Total Profit"></PivotViewValue>
        </PivotViewValues>
        <PivotViewFormatSettings>
            <PivotViewFormatSetting Name="Total Cost" Format="C0" UseGrouping=true></PivotViewFormatSetting>
            <PivotViewFormatSetting Name="Total Revenue" Format="C0" UseGrouping=true></PivotViewFormatSetting>
            <PivotViewFormatSetting Name="Total Profit" Format="C0" UseGrouping=true></PivotViewFormatSetting>
        </PivotViewFormatSettings>
    </PivotViewDataSourceSettings>
    <PivotViewGridSettings ColumnWidth="120"></PivotViewGridSettings>
</SfPivotView>

@code{
    public List<string[]> dataSource { get; set; }

    protected override void OnInitialized()
    {
            string data = "Region,Country,Item Type,Sales Channel,Order Priority,Order Date,Order ID,Ship Date,Units Sold,Unit Price,Unit Cost,Total Revenue,Total Cost,Total Profit\r\nMiddle East and North Africa,Libya,Cosmetics,Offline,M,10/18/2014,686800706,10/31/2014,8446,437.20,263.33,3692591.20,2224085.18,1468506.02\r\nNorth America,Canada,Vegetables,Online,M,11/7/2011,185941302,12/8/2011,3018,154.06,90.93,464953.08,274426.74,190526.34\r\nMiddle East and North Africa,Libya,Baby Food,Offline,C,10/31/2016,246222341,12/9/2016,1517,255.28,159.42,387259.76,241840.14,145419.62\r\nAsia,Japan,Cereal,Offline,C,4/10/2010,161442649,5/12/2010,3322,205.70,117.11,683335.40,389039.42,294295.98\r\nSub-Saharan Africa,Chad,Fruits,Offline,H,8/16/2011,645713555,8/31/2011,9845,9.33,6.92,91853.85,68127.40,23726.45\r\nEurope,Armenia,Cereal,Online,H,11/24/2014,683458888,12/28/2014,9528,205.70,117.11,1959909.60,1115824.08,844085.52\r\nSub-Saharan Africa,Eritrea,Cereal,Online,H,3/4/2015,679414975,4/17/2015,2844,205.70,117.11,585010.80,333060.84,251949.96\r\nEurope,Montenegro,Clothes,Offline,M,5/17/2012,208630645,6/28/2012,7299,109.28,35.84,797634.72,261596.16,536038.56\r\nCentral America and the Caribbean,Jamaica,Vegetables,Online,H,1/29/2015,266467225,3/7/2015,2428,154.06,90.93,374057.68,220778.04,153279.64\r\nAustralia and Oceania,Fiji,Vegetables,Offline,H,12/24/2013,118598544,1/19/2014,4800,154.06,90.93,739488.00,436464.00,303024.00\r\nSub-Saharan Africa,Togo,Clothes,Online,M,12/29/2015,451010930,1/19/2016,3012,109.28,35.84,329151.36,107950.08,221201.28\r\nEurope,Montenegro,Snacks,Offline,M,2/27/2010,220003211,3/18/2010,2694,152.58,97.44,411050.52,262503.36,148547.16\r\nEurope,Greece,Household,Online,C,11/17/2016,702186715,12/22/2016,1508,668.27,502.54,1007751.16,757830.32,249920.84\r\nSub-Saharan Africa,Sudan,Cosmetics,Online,C,12/20/2015,544485270,1/5/2016,4146,437.20,263.33,1812631.20,1091766.18,720865.02\r\nAsia,Maldives,Fruits,Offline,L,1/8/2011,714135205,2/6/2011,7332,9.33,6.92,68407.56,50737.44,17670.12\r\nEurope,Montenegro,Clothes,Offline,H,6/28/2010,448685348,7/22/2010,4820,109.28,35.84,526729.60,172748.80,353980.80\r\nEurope,Estonia,Office Supplies,Online,H,4/25/2016,405997025,5/12/2016,2397,651.21,524.96,1560950.37,1258329.12,302621.25\r\nNorth America,Greenland,Beverages,Online,M,7/27/2012,414244067,8/7/2012,2880,47.45,31.79,136656.00,91555.20,45100.80\r\nSub-Saharan Africa,Cape Verde,Clothes,Online,C,9/8/2014,821912801,10/3/2014,1117,109.28,35.84,122065.76,40033.28,82032.48\r\nSub-Saharan Africa,Senegal,Household,Offline,L,8/27/2012,247802054,9/8/2012,8989,668.27,502.54,6007079.03,4517332.06,1489746.97\r\nAustralia and Oceania,Federated States of Micronesia,Snacks,Online,C,9/3/2012,531023156,10/15/2012,407,152.58,97.44,62100.06,39658.08,22441.98\r\nEurope,Bulgaria,Clothes,Online,L,8/27/2010,880999934,9/16/2010,6313,109.28,35.84,689884.64,226257.92,463626.72\r\nMiddle East and North Africa,Algeria,Personal Care,Online,H,2/20/2011,127468717,3/9/2011,9681,81.73,56.67,791228.13,548622.27,242605.86\r\nAsia,Mongolia,Clothes,Online,L,12/12/2015,770478332,1/24/2016,515,109.28,35.84,56279.20,18457.60,37821.60\r\nCentral America and the Caribbean,Grenada,Cereal,Online,H,10/28/2012,430390107,11/13/2012,852,205.70,117.11,175256.40,99777.72,75478.68\r\nCentral America and the Caribbean,Grenada,Beverages,Online,M,1/30/2017,397877871,3/20/2017,9759,47.45,31.79,463064.55,310238.61,152825.94\r\nSub-Saharan Africa,Senegal,Beverages,Offline,M,10/22/2014,683927953,11/4/2014,8334,47.45,31.79,395448.30,264937.86,130510.44\r\nNorth America,Greenland,Fruits,Offline,M,1/31/2012,469839179,2/22/2012,4709,9.33,6.92,43934.97,32586.28,11348.69\r\nSub-Saharan Africa,Chad,Meat,Offline,H,1/20/2016,357222878,3/9/2016,9043,421.89,364.69,3815151.27,3297891.67,517259.60\r\nSub-Saharan Africa,Mauritius ,Personal Care,Online,C,1/1/2016,118002879,1/7/2016,8529,81.73,56.67,697075.17,483338.43,213736.74\r\nMiddle East and North Africa,Morocco,Beverages,Offline,C,6/1/2017,944415509,6/23/2017,2391,47.45,31.79,113452.95,76009.89,37443.06\r\nCentral America and the Caribbean,Honduras,Office Supplies,Online,H,6/30/2015,499009597,7/9/2015,6884,651.21,524.96,4482929.64,3613824.64,869105.00\r\nSub-Saharan Africa,Benin,Fruits,Online,L,1/28/2014,564646470,3/16/2014,293,9.33,6.92,2733.69,2027.56,706.13\r\nEurope,Greece,Baby Food,Offline,M,4/8/2014,294499957,4/8/2014,7937,255.28,159.42,2026157.36,1265316.54,760840.82\r\nCentral America and the Caribbean,Jamaica,Beverages,Offline,L,9/4/2010,262056386,10/24/2010,7163,47.45,31.79,339884.35,227711.77,112172.58\r\nSub-Saharan Africa,Equatorial Guinea,Office Supplies,Online,M,5/2/2010,211114585,5/14/2010,2352,651.21,524.96,1531645.92,1234705.92,296940.00\r\nSub-Saharan Africa,Swaziland,Office Supplies,Offline,H,10/3/2013,405785882,10/22/2013,9915,651.21,524.96,6456747.15,5204978.40,1251768.75\r\nCentral America and the Caribbean,Trinidad and Tobago,Vegetables,Offline,M,3/6/2011,280494105,4/14/2011,3294,154.06,90.93,507473.64,299523.42,207950.22\r\nEurope,Sweden,Baby Food,Online,L,8/7/2016,689975583,8/12/2016,7963,255.28,159.42,2032794.64,1269461.46,763333.18\r\nEurope,Belarus,Office Supplies,Online,L,1/11/2011,759279143,2/18/2011,6426,651.21,524.96,4184675.46,3373392.96,811282.50\r\nSub-Saharan Africa,Guinea-Bissau,Office Supplies,Offline,C,5/21/2014,133766114,6/12/2014,3221,651.21,524.96,2097547.41,1690896.16,406651.25\r\nAsia,Mongolia,Beverages,Online,M,8/3/2013,329110324,9/2/2013,9913,47.45,31.79,470371.85,315134.27,155237.58\r\nMiddle East and North Africa,Turkey,Meat,Online,L,10/5/2011,681298100,11/20/2011,103,421.89,364.69,43454.67,37563.07,5891.60\r\nSub-Saharan Africa,Central African Republic,Snacks,Offline,L,11/15/2016,596628272,12/30/2016,4419,152.58,97.44,674251.02,430587.36,243663.66\r\nSub-Saharan Africa,Equatorial Guinea,Office Supplies,Offline,L,4/3/2015,901712167,4/17/2015,5523,651.21,524.96,3596632.83,2899354.08,697278.75\r\nAsia,Laos,Beverages,Online,M,3/22/2013,693473613,4/21/2013,3107,47.45,31.79,147427.15,98771.53,48655.62\r\nEurope,Armenia,Meat,Online,C,8/2/2010,489148938,9/1/2010,8896,421.89,364.69,3753133.44,3244282.24,508851.20\r\nEurope,Greece,Household,Online,L,1/5/2012,876286971,2/15/2012,1643,668.27,502.54,1097967.61,825673.22,272294.39\r\nMiddle East and North Africa,Israel,Personal Care,Offline,H,8/26/2015,262749040,8/30/2015,2135,81.73,56.67,174493.55,120990.45,53503.10\r\nAsia,Bhutan,Meat,Online,H,12/9/2016,726708972,1/26/2017,8189,421.89,364.69,3454857.21,2986446.41,468410.80\r\nAustralia and Oceania,Vanuatu,Vegetables,Online,L,5/17/2012,366653096,5/31/2012,9654,154.06,90.93,1487295.24,877838.22,609457.02\r\nSub-Saharan Africa,Burundi,Vegetables,Online,M,11/17/2010,951380240,12/20/2010,3410,154.06,90.93,525344.60,310071.30,215273.30\r\nEurope,Ukraine,Cosmetics,Online,M,11/13/2014,270001733,1/1/2015,8368,437.20,263.33,3658489.60,2203545.44,1454944.16\r\nEurope,Croatia,Beverages,Online,C,6/16/2016,681941401,7/28/2016,470,47.45,31.79,22301.50,14941.30,7360.20\r\nSub-Saharan Africa,Madagascar,Fruits,Online,L,5/31/2016,566935575,6/7/2016,7690,9.33,6.92,71747.70,53214.80,18532.90\r\nAsia,Malaysia,Snacks,Offline,M,10/6/2012,175033080,11/5/2012,5033,152.58,97.44,767935.14,490415.52,277519.62\r\nAsia,Uzbekistan,Office Supplies,Offline,L,3/10/2012,276595246,3/15/2012,9535,651.21,524.96,6209287.35,5005493.60,1203793.75\r\nEurope,Italy,Office Supplies,Online,M,1/26/2011,812295901,2/13/2011,5263,651.21,524.96,3427318.23,2762864.48,664453.75\r\nAsia,Nepal,Vegetables,Offline,C,6/2/2014,443121373,6/19/2014,8316,154.06,90.93,1281162.96,756173.88,524989.08\r\nAustralia and Oceania,Fiji,Personal Care,Offline,H,12/17/2016,600370490,1/25/2017,1824,81.73,56.67,149075.52,103366.08,45709.44\r\nEurope,Portugal,Office Supplies,Online,L,6/27/2014,535654580,7/29/2014,949,651.21,524.96,617998.29,498187.04,119811.25\r\nCentral America and the Caribbean,Panama,Cosmetics,Offline,H,3/17/2015,470897471,4/22/2015,7881,437.20,263.33,3445573.20,2075303.73,1370269.47\r\nEurope,Belarus,Beverages,Offline,L,4/3/2013,248335492,4/4/2013,6846,47.45,31.79,324842.70,217634.34,107208.36\r\nSub-Saharan Africa,Botswana,Clothes,Offline,C,3/8/2015,680517470,3/25/2015,9097,109.28,35.84,994120.16,326036.48,668083.68\r\nSub-Saharan Africa,Tanzania,Personal Care,Online,M,6/21/2013,400304734,7/29/2013,7921,81.73,56.67,647383.33,448883.07,198500.26\r\nEurope,Romania,Office Supplies,Offline,C,1/6/2013,810871112,1/8/2013,3636,651.21,524.96,2367799.56,1908754.56,459045.00\r\nSub-Saharan Africa,Mali,Cereal,Online,L,3/17/2012,235702931,4/3/2012,8590,205.70,117.11,1766963.00,1005974.90,760988.10\r\nSub-Saharan Africa,Central African Republic,Office Supplies,Offline,C,4/18/2014,668599021,5/12/2014,2163,651.21,524.96,1408567.23,1135488.48,273078.75\r\nSub-Saharan Africa,Niger,Baby Food,Online,M,1/3/2016,123670709,2/1/2016,5766,255.28,159.42,1471944.48,919215.72,552728.76\r\nEurope,Austria,Office Supplies,Online,L,5/12/2011,285341823,6/8/2011,7841,651.21,524.96,5106137.61,4116211.36,989926.25\r\nAsia,India,Fruits,Online,H,7/29/2010,658348691,8/22/2010,8862,9.33,6.92,82682.46,61325.04,21357.42\r\nEurope,Luxembourg,Baby Food,Offline,L,8/2/2013,817740142,8/19/2013,6335,255.28,159.42,1617198.80,1009925.70,607273.10\r\nSub-Saharan Africa,Cape Verde,Beverages,Offline,H,10/23/2013,858877503,11/6/2013,9794,47.45,31.79,464725.30,311351.26,153374.04\r\nEurope,Sweden,Vegetables,Offline,M,2/5/2017,947434604,2/19/2017,5808,154.06,90.93,894780.48,528121.44,366659.04\r\nEurope,Iceland,Meat,Offline,H,3/20/2015,869397771,4/17/2015,2975,421.89,364.69,1255122.75,1084952.75,170170.00\r\nMiddle East and North Africa,Qatar,Personal Care,Offline,L,5/6/2012,481065833,5/8/2012,6925,81.73,56.67,565980.25,392439.75,173540.50\r\nSub-Saharan Africa,South Sudan,Meat,Online,C,9/30/2013,159050118,10/1/2013,5319,421.89,364.69,2244032.91,1939786.11,304246.80\r\nEurope,United Kingdom,Office Supplies,Online,M,5/20/2014,350274455,6/14/2014,2850,651.21,524.96,1855948.50,1496136.00,359812.50\r\nMiddle East and North Africa,Tunisia ,Cereal,Online,L,4/9/2010,221975171,5/17/2010,6241,205.70,117.11,1283773.70,730883.51,552890.19\r\nNorth America,United States of America,Office Supplies,Online,C,6/9/2017,811701095,7/19/2017,9247,651.21,524.96,6021738.87,4854305.12,1167433.75\r\nSub-Saharan Africa,Liberia,Cereal,Online,L,2/8/2015,977313554,3/29/2015,7653,205.70,117.11,1574222.10,896242.83,677979.27\r\nSub-Saharan Africa,Eritrea,Snacks,Offline,L,1/25/2010,546986377,2/10/2010,4279,152.58,97.44,652889.82,416945.76,235944.06\r\nAsia,South Korea,Fruits,Offline,L,3/7/2010,769205892,3/17/2010,3972,9.33,6.92,37058.76,27486.24,9572.52\r\nSub-Saharan Africa,Kenya,Clothes,Offline,M,1/3/2013,262770926,2/8/2013,8611,109.28,35.84,941010.08,308618.24,632391.84\r\nSub-Saharan Africa,Rwanda,Snacks,Online,M,3/6/2017,866792809,3/18/2017,2109,152.58,97.44,321791.22,205500.96,116290.26\r\nCentral America and the Caribbean,Cuba,Beverages,Offline,C,1/9/2011,890695369,2/23/2011,5408,47.45,31.79,256609.60,171920.32,84689.28\r\nMiddle East and North Africa,Libya,Cereal,Offline,M,3/27/2014,964214932,3/31/2014,1480,205.70,117.11,304436.00,173322.80,131113.20\r\nEurope,Czech Republic,Snacks,Online,C,6/28/2013,887400329,8/17/2013,332,152.58,97.44,50656.56,32350.08,18306.48\r\nEurope,Montenegro,Beverages,Offline,M,9/4/2011,980612885,9/4/2011,3999,47.45,31.79,189752.55,127128.21,62624.34\r\nEurope,Montenegro,Clothes,Offline,M,7/14/2016,734526431,8/2/2016,1549,109.28,35.84,169274.72,55516.16,113758.56\r\nAsia,Philippines,Baby Food,Online,L,2/23/2014,160127294,3/23/2014,4079,255.28,159.42,1041287.12,650274.18,391012.94\r\nCentral America and the Caribbean,El Salvador,Clothes,Offline,L,8/7/2010,238714301,9/13/2010,9721,109.28,35.84,1062310.88,348400.64,713910.24\r\nAustralia and Oceania,Tonga,Household,Online,M,1/14/2013,671898782,2/6/2013,8635,668.27,502.54,5770511.45,4339432.90,1431078.55\r\nSub-Saharan Africa,Democratic Republic of the Congo,Personal Care,Offline,H,9/30/2010,331604564,11/17/2010,8014,81.73,56.67,654984.22,454153.38,200830.84\r\nMiddle East and North Africa,Afghanistan,Cereal,Online,M,10/13/2016,410067975,11/20/2016,7081,205.70,117.11,1456561.70,829255.91,627305.79\r\nAustralia and Oceania,Tuvalu,Snacks,Offline,L,3/16/2011,369837844,3/23/2011,2091,152.58,97.44,319044.78,203747.04,115297.74\r\nSub-Saharan Africa,Sudan,Fruits,Online,L,12/26/2012,193775498,1/31/2013,1331,9.33,6.92,12418.23,9210.52,3207.71\r\nSub-Saharan Africa,Niger,Clothes,Online,M,9/2/2015,835054767,10/9/2015,117,109.28,35.84,12785.76,4193.28,8592.48\r\nSub-Saharan Africa,Gabon,Household,Offline,C,11/11/2013,167161977,12/24/2013,5798,668.27,502.54,3874629.46,2913726.92,960902.54\r\nAustralia and Oceania,East Timor,Vegetables,Offline,C,8/4/2014,633895957,8/22/2014,2755,154.06,90.93,424435.30,250512.15,173923.15\r\nNorth America,United States of America,Clothes,Offline,C,10/21/2010,699368035,12/7/2010,7398,109.28,35.84,808453.44,265144.32,543309.12\r\nMiddle East and North Africa,Jordan,Vegetables,Offline,L,6/13/2015,698002040,7/29/2015,3170,154.06,90.93,488370.20,288248.10,200122.10\r\nEurope,Cyprus,Snacks,Offline,H,3/29/2012,584534299,5/18/2012,5544,152.58,97.44,845903.52,540207.36,305696.16\r\nSub-Saharan Africa,Malawi,Vegetables,Online,L,6/22/2012,384013640,7/19/2012,7025,154.06,90.93,1082271.50,638783.25,443488.25\r\nEurope,Iceland,Personal Care,Online,M,5/10/2013,641801393,5/24/2013,2149,81.73,56.67,175637.77,121783.83,53853.94\r\nMiddle East and North Africa,Israel,Personal Care,Online,M,12/10/2016,173571383,1/11/2017,2484,81.73,56.67,203017.32,140768.28,62249.04\r\nMiddle East and North Africa,United Arab Emirates,Snacks,Offline,H,3/20/2011,115309941,4/6/2011,1629,152.58,97.44,248552.82,158729.76,89823.06\r\nAsia,China,Cosmetics,Offline,L,9/22/2011,773315894,11/4/2011,213,437.20,263.33,93123.60,56089.29,37034.31\r\nSub-Saharan Africa,Kenya,Beverages,Online,M,5/11/2012,274200570,6/26/2012,897,47.45,31.79,42562.65,28515.63,14047.02\r\nMiddle East and North Africa,Somalia,Clothes,Offline,M,11/15/2011,414887797,11/17/2011,3374,109.28,35.84,368710.72,120924.16,247786.56\r\nAustralia and Oceania,Tonga,Beverages,Offline,L,1/27/2010,812613904,1/29/2010,9367,47.45,31.79,444464.15,297776.93,146687.22\r\nAsia,Bangladesh,Baby Food,Online,H,8/17/2011,254927718,9/7/2011,7632,255.28,159.42,1948296.96,1216693.44,731603.52\r\nMiddle East and North Africa,Egypt,Beverages,Offline,M,9/6/2014,749690568,10/26/2014,8954,47.45,31.79,424867.30,284647.66,140219.64\r\nSub-Saharan Africa,Eritrea,Cereal,Offline,C,9/3/2014,775076282,9/19/2014,1150,205.70,117.11,236555.00,134676.50,101878.50\r\nSub-Saharan Africa,Swaziland,Office Supplies,Online,H,9/5/2015,229571187,9/18/2015,4071,651.21,524.96,2651075.91,2137112.16,513963.75\r\nAsia,Vietnam,Baby Food,Online,C,6/20/2011,881974112,7/11/2011,4594,255.28,159.42,1172756.32,732375.48,440380.84\r\nAustralia and Oceania,Marshall Islands,Snacks,Online,L,1/12/2012,521396386,2/14/2012,1632,152.58,97.44,249010.56,159022.08,89988.48\r\nAsia,Taiwan,Household,Online,C,1/23/2017,607261836,2/22/2017,1127,668.27,502.54,753140.29,566362.58,186777.71\r\nEurope,Ireland,Vegetables,Online,M,3/4/2012,419306790,3/12/2012,1052,154.06,90.93,162071.12,95658.36,66412.76\r\nSub-Saharan Africa,Rwanda,Meat,Offline,H,7/18/2010,207580077,7/18/2010,6413,421.89,364.69,2705580.57,2338756.97,366823.60\r\nEurope,Sweden,Snacks,Online,M,4/12/2011,742443025,4/15/2011,4245,152.58,97.44,647702.10,413632.80,234069.30\r\nSub-Saharan Africa,Gabon,Snacks,Offline,M,10/3/2010,164569461,10/5/2010,8615,152.58,97.44,1314476.70,839445.60,475031.10\r\nSub-Saharan Africa,South Africa,Baby Food,Online,L,12/29/2013,734945714,2/12/2014,5624,255.28,159.42,1435694.72,896578.08,539116.64\r\nEurope,United Kingdom,Clothes,Offline,C,9/19/2015,284870612,10/7/2015,8399,109.28,35.84,917842.72,301020.16,616822.56\r\nEurope,Albania,Fruits,Offline,M,9/17/2011,765955483,10/7/2011,2104,9.33,6.92,19630.32,14559.68,5070.64\r\nAsia,Malaysia,Snacks,Offline,H,3/11/2010,600124156,4/21/2010,8929,152.58,97.44,1362386.82,870041.76,492345.06\r\nSub-Saharan Africa,Ghana,Household,Offline,L,11/10/2012,529612958,12/11/2012,3098,668.27,502.54,2070300.46,1556868.92,513431.54\r\nCentral America and the Caribbean,Cuba,Clothes,Offline,H,2/16/2011,466970717,3/18/2011,5867,109.28,35.84,641145.76,210273.28,430872.48\r\nCentral America and the Caribbean,Saint Lucia,Cosmetics,Online,C,8/13/2012,845058763,9/22/2012,522,437.20,263.33,228218.40,137458.26,90760.14\r\nEurope,Romania,Snacks,Offline,L,8/28/2014,367050921,8/31/2014,7379,152.58,97.44,1125887.82,719009.76,406878.06\r\nEurope,Portugal,Office Supplies,Online,L,8/19/2015,956433522,9/12/2015,8788,651.21,524.96,5722833.48,4613348.48,1109485.00\r\nEurope,Macedonia,Beverages,Online,C,3/20/2011,107005393,5/4/2011,4129,47.45,31.79,195921.05,131260.91,64660.14\r\nAsia,China,Beverages,Offline,C,4/16/2013,332877862,5/7/2013,4811,47.45,31.79,228281.95,152941.69,75340.26\r\nEurope,Germany,Baby Food,Online,L,11/13/2015,618474757,12/31/2015,9279,255.28,159.42,2368743.12,1479258.18,889484.94\r\nEurope,Ireland,Household,Online,M,1/10/2014,468532407,2/11/2014,8006,668.27,502.54,5350169.62,4023335.24,1326834.38\r\nEurope,Poland,Office Supplies,Offline,M,4/9/2015,358099639,4/29/2015,8496,651.21,524.96,5532680.16,4460060.16,1072620.00\r\nSub-Saharan Africa,Namibia,Household,Online,H,1/7/2013,382537782,1/27/2013,285,668.27,502.54,190456.95,143223.90,47233.05\r\nAsia,Uzbekistan,Personal Care,Offline,H,2/12/2013,707520663,3/15/2013,9942,81.73,56.67,812559.66,563413.14,249146.52\r\nSub-Saharan Africa,Zimbabwe,Meat,Online,M,11/28/2014,219034612,12/10/2014,6064,421.89,364.69,2558340.96,2211480.16,346860.80\r\nAsia,Mongolia,Meat,Offline,M,1/3/2015,573378455,1/17/2015,4281,421.89,364.69,1806111.09,1561237.89,244873.20\r\nEurope,Norway,Personal Care,Online,H,2/3/2011,347163522,3/22/2011,2256,81.73,56.67,184382.88,127847.52,56535.36\r\nMiddle East and North Africa,Oman,Snacks,Offline,M,4/9/2013,887313640,4/21/2013,4679,152.58,97.44,713921.82,455921.76,258000.06\r\nEurope,Serbia,Cosmetics,Online,H,7/26/2017,461065137,8/19/2017,8275,437.20,263.33,3617830.00,2179055.75,1438774.25\r\nSub-Saharan Africa,Democratic Republic of the Congo,Fruits,Offline,H,4/15/2017,105966842,5/19/2017,6798,9.33,6.92,63425.34,47042.16,16383.18\r\nEurope,Bulgaria,Baby Food,Online,M,5/16/2014,479880082,5/23/2014,6035,255.28,159.42,1540614.80,962099.70,578515.10\r\nAsia,Brunei,Baby Food,Online,H,8/12/2015,510978686,9/30/2015,8803,255.28,159.42,2247229.84,1403374.26,843855.58\r\nEurope,Serbia,Snacks,Offline,C,9/20/2013,547748982,10/14/2013,9951,152.58,97.44,1518323.58,969625.44,548698.14\r\nSub-Saharan Africa,Ghana,Cereal,Offline,M,10/31/2013,108989799,12/9/2013,1358,205.70,117.11,279340.60,159035.38,120305.22\r\nSub-Saharan Africa,Malawi,Cereal,Offline,M,7/30/2014,133812463,8/9/2014,6936,205.70,117.11,1426735.20,812274.96,614460.24\r\nSub-Saharan Africa,Zimbabwe,Fruits,Offline,L,11/12/2011,731640803,12/30/2011,7627,9.33,6.92,71159.91,52778.84,18381.07\r\nEurope,Cyprus,Snacks,Offline,C,3/25/2010,732211148,4/14/2010,6405,152.58,97.44,977274.90,624103.20,353171.70\r\nCentral America and the Caribbean,Nicaragua,Cereal,Online,M,7/4/2011,835572326,8/8/2011,3274,205.70,117.11,673461.80,383418.14,290043.66\r\nEurope,Estonia,Baby Food,Offline,C,1/1/2011,462085664,1/15/2011,271,255.28,159.42,69180.88,43202.82,25978.06\r\nEurope,Estonia,Clothes,Online,C,6/16/2016,902424991,7/4/2016,6463,109.28,35.84,706276.64,231633.92,474642.72\r\nEurope,Lithuania,Fruits,Offline,H,12/17/2013,367576634,1/5/2014,2949,9.33,6.92,27514.17,20407.08,7107.09\r\nSub-Saharan Africa,Republic of the Congo,Meat,Offline,H,3/1/2017,738839423,3/31/2017,7859,421.89,364.69,3315633.51,2866098.71,449534.80\r\nEurope,Czech Republic,Baby Food,Online,C,7/2/2010,817824685,7/27/2010,1353,255.28,159.42,345393.84,215695.26,129698.58\r\nSub-Saharan Africa,Cameroon,Snacks,Online,C,7/16/2013,376456248,8/1/2013,624,152.58,97.44,95209.92,60802.56,34407.36\r\nAsia,Vietnam,Office Supplies,Online,H,8/16/2016,606970441,9/16/2016,4897,651.21,524.96,3188975.37,2570729.12,618246.25\r\nEurope,Moldova ,Meat,Offline,L,12/16/2014,971916091,1/19/2015,424,421.89,364.69,178881.36,154628.56,24252.80\r\nMiddle East and North Africa,Bahrain,Office Supplies,Offline,L,5/14/2012,554154527,5/15/2012,5494,651.21,524.96,3577747.74,2884130.24,693617.50\r\nEurope,Hungary,Household,Online,L,7/18/2017,306859576,7/19/2017,5423,668.27,502.54,3624028.21,2725274.42,898753.79\r\nAustralia and Oceania,Marshall Islands,Personal Care,Offline,L,7/9/2017,803517568,7/21/2017,7559,81.73,56.67,617797.07,428368.53,189428.54\r\nMiddle East and North Africa,Iraq,Office Supplies,Online,C,9/30/2011,887927329,10/2/2011,6283,651.21,524.96,4091552.43,3298323.68,793228.75\r\nEurope,Albania,Vegetables,Online,H,11/24/2015,824200189,11/26/2015,8006,154.06,90.93,1233404.36,727985.58,505418.78\r\nSub-Saharan Africa,Lesotho,Office Supplies,Online,H,8/14/2012,946759974,9/14/2012,6170,651.21,524.96,4017965.70,3239003.20,778962.50\r\nMiddle East and North Africa,Lebanon,Clothes,Offline,H,12/6/2015,310343015,12/28/2015,6249,109.28,35.84,682890.72,223964.16,458926.56\r\nEurope,Hungary,Vegetables,Online,C,5/25/2014,739998137,7/9/2014,748,154.06,90.93,115236.88,68015.64,47221.24\r\nAsia,Japan,Beverages,Online,H,10/18/2012,981086671,11/21/2012,4203,47.45,31.79,199432.35,133613.37,65818.98\r\nEurope,Georgia,Office Supplies,Offline,L,3/13/2013,749282443,3/25/2013,8180,651.21,524.96,5326897.80,4294172.80,1032725.00\r\nEurope,Estonia,Office Supplies,Online,C,2/23/2011,280571782,3/11/2011,6280,651.21,524.96,4089598.80,3296748.80,792850.00\r\nEurope,Luxembourg,Household,Online,C,8/15/2014,781253516,9/1/2014,9131,668.27,502.54,6101973.37,4588692.74,1513280.63\r\nSub-Saharan Africa,Swaziland,Personal Care,Online,H,7/6/2017,377938973,7/11/2017,9396,81.73,56.67,767935.08,532471.32,235463.76\r\nEurope,Romania,Clothes,Offline,C,12/31/2010,867551982,1/3/2011,6765,109.28,35.84,739279.20,242457.60,496821.60\r\nSub-Saharan Africa,Ethiopia,Personal Care,Offline,C,1/13/2010,967328870,1/15/2010,2964,81.73,56.67,242247.72,167969.88,74277.84\r\nSub-Saharan Africa,Chad,Office Supplies,Offline,C,9/17/2011,364818465,10/16/2011,6746,651.21,524.96,4393062.66,3541380.16,851682.50\r\nMiddle East and North Africa,Morocco,Office Supplies,Online,C,3/8/2014,167882096,3/31/2014,8898,651.21,524.96,5794466.58,4671094.08,1123372.50\r\nNorth America,Mexico,Clothes,Online,H,11/18/2012,654693591,12/1/2012,7237,109.28,35.84,790859.36,259374.08,531485.28\r\nSub-Saharan Africa,Nigeria,Personal Care,Offline,H,11/18/2011,823739278,12/29/2011,1612,81.73,56.67,131748.76,91352.04,40396.72\r\nCentral America and the Caribbean,Trinidad and Tobago,Beverages,Offline,L,7/12/2012,643817985,8/19/2012,8904,47.45,31.79,422494.80,283058.16,139436.64\r\nEurope,Moldova ,Personal Care,Offline,H,3/30/2017,604041039,5/15/2017,8022,81.73,56.67,655638.06,454606.74,201031.32\r\nAustralia and Oceania,Solomon Islands,Personal Care,Online,H,7/26/2010,363832271,9/12/2010,4909,81.73,56.67,401212.57,278193.03,123019.54\r\nAsia,India,Personal Care,Online,L,12/24/2015,102928006,1/31/2016,7539,81.73,56.67,616162.47,427235.13,188927.34\r\nSub-Saharan Africa,Burkina Faso,Office Supplies,Offline,M,5/15/2016,971377074,5/15/2016,917,651.21,524.96,597159.57,481388.32,115771.25\r\nAustralia and Oceania,Kiribati,Meat,Online,L,11/3/2010,139540803,12/4/2010,2079,421.89,364.69,877109.31,758190.51,118918.80\r\nMiddle East and North Africa,Israel,Meat,Offline,M,12/1/2010,248093020,12/16/2010,5093,421.89,364.69,2148685.77,1857366.17,291319.60\r\nSub-Saharan Africa,Comoros,Snacks,Offline,L,1/16/2014,858020055,1/17/2014,6056,152.58,97.44,924024.48,590096.64,333927.84\r\nMiddle East and North Africa,Iran,Baby Food,Offline,H,12/11/2014,700620734,1/5/2015,8099,255.28,159.42,2067512.72,1291142.58,776370.14\r\nAsia,Vietnam,Cosmetics,Offline,L,12/24/2016,827506387,1/30/2017,6384,437.20,263.33,2791084.80,1681098.72,1109986.08\r\nCentral America and the Caribbean,Belize,Household,Online,M,3/21/2013,560600841,4/14/2013,3101,668.27,502.54,2072305.27,1558376.54,513928.73\r\nEurope,Belarus,Personal Care,Offline,H,12/8/2012,642140424,1/16/2013,2476,81.73,56.67,202363.48,140314.92,62048.56\r\nNorth America,United States of America,Baby Food,Offline,C,2/13/2015,984673964,3/5/2015,5763,255.28,159.42,1471178.64,918737.46,552441.18\r\nEurope,Poland,Beverages,Online,L,3/28/2012,221062791,4/18/2012,6247,47.45,31.79,296420.15,198592.13,97828.02\r\nNorth America,Canada,Vegetables,Offline,L,10/7/2016,654480731,11/8/2016,4247,154.06,90.93,654292.82,386179.71,268113.11\r\nMiddle East and North Africa,Israel,Beverages,Offline,C,12/15/2011,608414113,12/23/2011,2111,47.45,31.79,100166.95,67108.69,33058.26\r\nMiddle East and North Africa,Lebanon,Household,Online,L,3/8/2016,276661765,4/20/2016,9219,668.27,502.54,6160781.13,4632916.26,1527864.87\r\nEurope,Andorra,Baby Food,Online,L,1/18/2011,373335015,2/28/2011,6982,255.28,159.42,1782364.96,1113070.44,669294.52\r\nEurope,Slovakia,Clothes,Online,L,4/11/2013,782857692,5/28/2013,3843,109.28,35.84,419963.04,137733.12,282229.92\r\nSub-Saharan Africa,Liberia,Fruits,Online,H,5/18/2010,109966123,6/5/2010,274,9.33,6.92,2556.42,1896.08,660.34\r\nCentral America and the Caribbean,Antigua and Barbuda ,Cereal,Offline,M,6/5/2017,629709136,6/6/2017,3782,205.70,117.11,777957.40,442910.02,335047.38\r\nAsia,China,Personal Care,Online,L,9/11/2012,637448060,9/15/2012,3901,81.73,56.67,318828.73,221069.67,97759.06\r\nSub-Saharan Africa,Niger,Baby Food,Online,H,3/8/2017,298856723,4/3/2017,7200,255.28,159.42,1838016.00,1147824.00,690192.00\r\nEurope,United Kingdom,Household,Offline,L,1/28/2015,299921452,2/23/2015,2278,668.27,502.54,1522319.06,1144786.12,377532.94\r\nAsia,Bangladesh,Personal Care,Offline,M,7/26/2010,496941077,7/29/2010,4763,81.73,56.67,389279.99,269919.21,119360.78\r\nAsia,Myanmar,Snacks,Online,L,6/24/2016,366526925,7/14/2016,2317,152.58,97.44,353527.86,225768.48,127759.38\r\nAustralia and Oceania,Tonga,Meat,Offline,M,8/18/2012,355602824,9/15/2012,9633,421.89,364.69,4064066.37,3513058.77,551007.60\r\nSub-Saharan Africa,Guinea-Bissau,Vegetables,Online,C,3/11/2010,531405103,4/19/2010,3434,154.06,90.93,529042.04,312253.62,216788.42\r\nAustralia and Oceania,Nauru,Vegetables,Offline,M,1/14/2010,131482589,1/20/2010,7475,154.06,90.93,1151598.50,679701.75,471896.75\r\nSub-Saharan Africa,Swaziland,Cereal,Online,L,2/10/2014,713696610,3/28/2014,7542,205.70,117.11,1551389.40,883243.62,668145.78\r\nEurope,Finland,Vegetables,Online,C,1/21/2014,306220996,1/30/2014,6452,154.06,90.93,993995.12,586680.36,407314.76\r\nAustralia and Oceania,Papua New Guinea,Household,Offline,L,2/28/2010,157542073,3/15/2010,9055,668.27,502.54,6051184.85,4550499.70,1500685.15\r\nSub-Saharan Africa,Mauritius ,Personal Care,Online,L,2/18/2015,686458671,3/8/2015,7230,81.73,56.67,590907.90,409724.10,181183.80\r\nSub-Saharan Africa,Mozambique,Office Supplies,Online,M,6/14/2012,132082116,7/22/2012,4888,651.21,524.96,3183114.48,2566004.48,617110.00\r\nEurope,Bulgaria,Clothes,Online,L,3/5/2013,403836238,4/3/2013,2972,109.28,35.84,324780.16,106516.48,218263.68\r\nEurope,Spain,Household,Online,C,4/10/2014,331457364,4/23/2014,4455,668.27,502.54,2977142.85,2238815.70,738327.15\r\nAustralia and Oceania,Vanuatu,Meat,Online,H,7/26/2017,614994323,9/12/2017,9341,421.89,364.69,3940874.49,3406569.29,534305.20\r\nEurope,Belgium,Fruits,Offline,L,10/19/2010,674808442,10/24/2010,9669,9.33,6.92,90211.77,66909.48,23302.29\r\nEurope,Belgium,Baby Food,Offline,L,11/8/2016,901573550,12/23/2016,4503,255.28,159.42,1149525.84,717868.26,431657.58\r\nSub-Saharan Africa,Guinea-Bissau,Clothes,Online,L,3/31/2014,406275975,5/10/2014,4944,109.28,35.84,540280.32,177192.96,363087.36\r\nSub-Saharan Africa,Togo,Vegetables,Online,C,8/18/2016,170214545,8/19/2016,9121,154.06,90.93,1405181.26,829372.53,575808.73\r\nSub-Saharan Africa,Cote d'Ivoire,Personal Care,Offline,C,1/3/2016,795000588,1/8/2016,7196,81.73,56.67,588129.08,407797.32,180331.76\r\nSub-Saharan Africa,Republic of the Congo,Fruits,Offline,C,10/21/2016,252557933,11/4/2016,6360,9.33,6.92,59338.80,44011.20,15327.60\r\nMiddle East and North Africa,Libya,Baby Food,Offline,M,12/10/2016,635122907,12/13/2016,5837,255.28,159.42,1490069.36,930534.54,559534.82\r\nAustralia and Oceania,East Timor,Vegetables,Online,C,8/12/2011,505244338,9/19/2011,1882,154.06,90.93,289940.92,171130.26,118810.66\r\nEurope,Switzerland,Clothes,Offline,H,3/23/2012,745783555,5/9/2012,2782,109.28,35.84,304016.96,99706.88,204310.08\r\nAustralia and Oceania,Palau,Snacks,Offline,M,4/27/2012,509914386,6/11/2012,3853,152.58,97.44,587890.74,375436.32,212454.42\r\nMiddle East and North Africa,Jordan,Household,Online,M,1/29/2014,371123158,2/9/2014,2445,668.27,502.54,1633920.15,1228710.30,405209.85\r\nEurope,Slovenia,Household,Online,H,12/13/2016,973208701,12/28/2016,2936,668.27,502.54,1962040.72,1475457.44,486583.28\r\nAsia,South Korea,Baby Food,Online,L,11/21/2013,780282342,12/27/2013,1739,255.28,159.42,443931.92,277231.38,166700.54\r\nEurope,Norway,Clothes,Online,H,4/7/2010,126767909,5/22/2010,2296,109.28,35.84,250906.88,82288.64,168618.24\r\nMiddle East and North Africa,Afghanistan,Baby Food,Online,M,7/8/2012,767401731,7/30/2012,80,255.28,159.42,20422.40,12753.60,7668.80\r\nAsia,Bangladesh,Personal Care,Online,L,10/15/2016,927232635,11/24/2016,7597,81.73,56.67,620902.81,430521.99,190380.82\r\nSub-Saharan Africa,Guinea,Meat,Offline,M,9/18/2012,251621949,10/20/2012,9381,421.89,364.69,3957750.09,3421156.89,536593.20\r\nCentral America and the Caribbean,Cuba,Office Supplies,Offline,H,7/2/2017,256243503,7/23/2017,7002,651.21,524.96,4559772.42,3675769.92,884002.50\r\nEurope,Russia,Cosmetics,Offline,C,7/21/2011,277083623,9/2/2011,4056,437.20,263.33,1773283.20,1068066.48,705216.72\r\nSub-Saharan Africa,Seychelles ,Vegetables,Offline,L,6/1/2010,620441138,6/22/2010,1175,154.06,90.93,181020.50,106842.75,74177.75\r\nAsia,South Korea,Office Supplies,Offline,M,7/26/2015,312927377,9/7/2015,1020,651.21,524.96,664234.20,535459.20,128775.00\r\nSub-Saharan Africa,Ghana,Baby Food,Offline,L,8/6/2010,251466166,9/8/2010,3282,255.28,159.42,837828.96,523216.44,314612.52\r\nCentral America and the Caribbean,Costa Rica,Office Supplies,Online,H,6/20/2010,953293836,7/22/2010,9685,651.21,524.96,6306968.85,5084237.60,1222731.25\r\nEurope,Romania,Cereal,Online,C,4/8/2012,305959212,4/23/2012,8985,205.70,117.11,1848214.50,1052233.35,795981.15\r\nEurope,Czech Republic,Cereal,Online,L,2/27/2014,317323625,3/24/2014,1967,205.70,117.11,404611.90,230355.37,174256.53\r\nEurope,Liechtenstein,Household,Offline,L,7/25/2011,365560901,9/1/2011,6449,668.27,502.54,4309673.23,3240880.46,1068792.77\r\nSub-Saharan Africa,Seychelles ,Baby Food,Online,M,2/18/2016,349157369,4/5/2016,2279,255.28,159.42,581783.12,363318.18,218464.94\r\nMiddle East and North Africa,Somalia,Baby Food,Online,L,1/24/2014,236911857,2/25/2014,6338,255.28,159.42,1617964.64,1010403.96,607560.68\r\nAustralia and Oceania,Solomon Islands,Personal Care,Offline,H,5/10/2015,517935693,6/16/2015,7536,81.73,56.67,615917.28,427065.12,188852.16\r\nSub-Saharan Africa,Uganda,Clothes,Offline,C,2/13/2012,851652705,3/27/2012,1816,109.28,35.84,198452.48,65085.44,133367.04\r\nSub-Saharan Africa,Equatorial Guinea,Cereal,Offline,M,9/7/2012,517799222,10/23/2012,7151,205.70,117.11,1470960.70,837453.61,633507.09\r\nCentral America and the Caribbean,Costa Rica,Office Supplies,Offline,C,2/4/2015,666424071,3/4/2015,8547,651.21,524.96,5565891.87,4486833.12,1079058.75\r\nEurope,Moldova ,Fruits,Offline,C,11/16/2010,267888581,12/22/2010,3039,9.33,6.92,28353.87,21029.88,7323.99\r\nSub-Saharan Africa,Burkina Faso,Vegetables,Online,L,7/20/2011,162866580,7/26/2011,4695,154.06,90.93,723311.70,426916.35,296395.35\r\nCentral America and the Caribbean,Guatemala,Beverages,Offline,H,7/26/2014,812344396,8/30/2014,9614,47.45,31.79,456184.30,305629.06,150555.24\r\nSub-Saharan Africa,Swaziland,Meat,Online,M,8/24/2014,947620856,9/3/2014,924,421.89,364.69,389826.36,336973.56,52852.80\r\nAsia,Maldives,Vegetables,Online,H,2/25/2015,720307290,3/28/2015,3789,154.06,90.93,583733.34,344533.77,239199.57\r\nAsia,Thailand,Household,Online,H,9/21/2016,352327525,10/27/2016,399,668.27,502.54,266639.73,200513.46,66126.27\r\nSub-Saharan Africa,Sudan,Household,Online,C,6/28/2013,585917890,7/23/2013,4979,668.27,502.54,3327316.33,2502146.66,825169.67\r\nCentral America and the Caribbean,Costa Rica,Meat,Offline,L,1/5/2012,433627212,2/13/2012,8783,421.89,364.69,3705459.87,3203072.27,502387.60\r\nEurope,Denmark,Beverages,Online,C,5/1/2012,328316819,5/30/2012,5098,47.45,31.79,241900.10,162065.42,79834.68\r\nSub-Saharan Africa,Angola,Cereal,Offline,C,10/13/2011,773160541,11/21/2011,4240,205.70,117.11,872168.00,496546.40,375621.60\r\nAustralia and Oceania,Papua New Guinea,Household,Online,M,4/27/2016,991644704,5/18/2016,8559,668.27,502.54,5719722.93,4301239.86,1418483.07\r\nAsia,North Korea,Meat,Online,M,1/19/2014,277568137,2/7/2014,7435,421.89,364.69,3136752.15,2711470.15,425282.00\r\nCentral America and the Caribbean,El Salvador,Fruits,Online,C,11/6/2016,245042169,12/15/2016,2278,9.33,6.92,21253.74,15763.76,5489.98\r\nSub-Saharan Africa,Burkina Faso,Household,Online,M,2/28/2011,778490626,3/24/2011,1531,668.27,502.54,1023121.37,769388.74,253732.63\r\nMiddle East and North Africa,Yemen,Baby Food,Online,C,10/11/2014,482649838,11/13/2014,5668,255.28,159.42,1446927.04,903592.56,543334.48\r\nSub-Saharan Africa,Republic of the Congo,Beverages,Online,L,6/25/2012,732568633,7/5/2012,2193,47.45,31.79,104057.85,69715.47,34342.38\r\nEurope,Andorra,Household,Online,M,11/6/2012,723608338,11/23/2012,642,668.27,502.54,429029.34,322630.68,106398.66\r\nCentral America and the Caribbean,Dominican Republic,Household,Offline,H,2/24/2014,621442782,4/14/2014,7584,668.27,502.54,5068159.68,3811263.36,1256896.32\r\nMiddle East and North Africa,Israel,Baby Food,Offline,M,9/19/2015,212058293,10/6/2015,1616,255.28,159.42,412532.48,257622.72,154909.76\r\nAustralia and Oceania,Solomon Islands,Snacks,Offline,L,3/4/2014,251753699,3/24/2014,8369,152.58,97.44,1276942.02,815475.36,461466.66\r\nSub-Saharan Africa,Liberia,Fruits,Online,M,10/8/2014,217140328,10/30/2014,5503,9.33,6.92,51342.99,38080.76,13262.23\r\nSub-Saharan Africa,Mali,Vegetables,Online,C,6/19/2012,555142009,7/10/2012,7712,154.06,90.93,1188110.72,701252.16,486858.56\r\nAsia,Uzbekistan,Clothes,Online,C,11/11/2010,432995069,12/13/2010,1718,109.28,35.84,187743.04,61573.12,126169.92\r\nMiddle East and North Africa,Tunisia ,Personal Care,Offline,H,11/1/2010,888248336,11/7/2010,1276,81.73,56.67,104287.48,72310.92,31976.56\r\nEurope,Vatican City,Vegetables,Online,C,4/28/2014,778763139,5/9/2014,2173,154.06,90.93,334772.38,197590.89,137181.49\r\nSub-Saharan Africa,Djibouti,Snacks,Offline,H,12/22/2012,832713305,2/9/2013,7227,152.58,97.44,1102695.66,704198.88,398496.78\r\nEurope,Ukraine,Household,Offline,M,8/25/2014,498585164,9/29/2014,1285,668.27,502.54,858726.95,645763.90,212963.05\r\nAustralia and Oceania,East Timor,Fruits,Offline,M,11/26/2016,195177543,12/23/2016,6227,9.33,6.92,58097.91,43090.84,15007.07\r\nSub-Saharan Africa,Uganda,Cereal,Online,C,10/20/2010,861601769,12/2/2010,5965,205.70,117.11,1227000.50,698561.15,528439.35\r\nSub-Saharan Africa,Guinea,Meat,Online,H,12/18/2014,807281672,1/26/2015,1441,421.89,364.69,607943.49,525518.29,82425.20\r\nSub-Saharan Africa,Equatorial Guinea,Clothes,Offline,H,3/20/2011,661953580,4/24/2011,5629,109.28,35.84,615137.12,201743.36,413393.76\r\nEurope,Malta,Cosmetics,Online,M,7/12/2016,225666320,8/21/2016,8534,437.20,263.33,3731064.80,2247258.22,1483806.58\r\nEurope,Cyprus,Household,Offline,L,1/26/2011,718781220,2/19/2011,2191,668.27,502.54,1464179.57,1101065.14,363114.43\r\nEurope,Czech Republic,Office Supplies,Online,L,2/24/2010,731972110,4/15/2010,5668,651.21,524.96,3691058.28,2975473.28,715585.00\r\nMiddle East and North Africa,Libya,Vegetables,Online,C,1/2/2015,276225316,2/9/2015,64,154.06,90.93,9859.84,5819.52,4040.32\r\nAsia,Vietnam,Office Supplies,Offline,C,7/26/2016,332839667,7/27/2016,3509,651.21,524.96,2285095.89,1842084.64,443011.25\r\nMiddle East and North Africa,Jordan,Vegetables,Online,C,6/1/2014,603426492,6/15/2014,6163,154.06,90.93,949471.78,560401.59,389070.19\r\nSub-Saharan Africa,Mali,Beverages,Offline,H,12/21/2012,859909617,1/29/2013,5220,47.45,31.79,247689.00,165943.80,81745.20\r\nEurope,Czech Republic,Household,Online,L,2/27/2010,494525372,3/2/2010,9902,668.27,502.54,6617209.54,4976151.08,1641058.46\r\nEurope,Slovakia,Vegetables,Online,M,4/24/2016,769822585,5/15/2016,6465,154.06,90.93,995997.90,587862.45,408135.45\r\nSub-Saharan Africa,Zimbabwe,Vegetables,Offline,C,7/22/2012,768662583,8/10/2012,3195,154.06,90.93,492221.70,290521.35,201700.35\r\nCentral America and the Caribbean,Honduras,Cereal,Online,M,2/22/2015,544219195,3/9/2015,5409,205.70,117.11,1112631.30,633447.99,479183.31\r\nEurope,Switzerland,Beverages,Offline,L,2/10/2011,669978749,3/20/2011,455,47.45,31.79,21589.75,14464.45,7125.30\r\nSub-Saharan Africa,South Africa,Cosmetics,Offline,L,1/21/2015,889740073,1/26/2015,2715,437.20,263.33,1186998.00,714940.95,472057.05\r\nSub-Saharan Africa,Uganda,Beverages,Online,M,5/10/2012,567614495,6/28/2012,8598,47.45,31.79,407975.10,273330.42,134644.68\r\nMiddle East and North Africa,Iran,Vegetables,Offline,M,12/16/2015,938025844,1/21/2016,1547,154.06,90.93,238330.82,140668.71,97662.11\r\nMiddle East and North Africa,Algeria,Vegetables,Online,C,2/25/2017,155710446,2/25/2017,7036,154.06,90.93,1083966.16,639783.48,444182.68\r\nSub-Saharan Africa,Central African Republic,Baby Food,Online,L,1/31/2012,945717132,2/13/2012,7570,255.28,159.42,1932469.60,1206809.40,725660.20\r\nCentral America and the Caribbean,The Bahamas,Cosmetics,Offline,C,2/7/2013,253407227,2/15/2013,7685,437.20,263.33,3359882.00,2023691.05,1336190.95\r\nSub-Saharan Africa,South Africa,Household,Offline,H,9/14/2014,494454562,9/22/2014,8948,668.27,502.54,5979679.96,4496727.92,1482952.04\r\nSub-Saharan Africa,Benin,Cereal,Online,M,6/5/2012,104845464,7/24/2012,4957,205.70,117.11,1019654.90,580514.27,439140.63\r\nEurope,Hungary,Cosmetics,Online,M,4/5/2014,290878760,4/7/2014,6344,437.20,263.33,2773596.80,1670565.52,1103031.28\r\nEurope,Austria,Office Supplies,Offline,C,2/2/2014,979165780,2/10/2014,5768,651.21,524.96,3756179.28,3027969.28,728210.00\r\nAsia,Tajikistan,Office Supplies,Offline,C,9/1/2010,366630351,10/12/2010,2923,651.21,524.96,1903486.83,1534458.08,369028.75\r\nEurope,Portugal,Office Supplies,Online,C,5/17/2011,770508801,6/25/2011,9532,651.21,524.96,6207333.72,5003918.72,1203415.00\r\nEurope,Belgium,Beverages,Offline,M,4/21/2013,978349959,5/21/2013,4349,47.45,31.79,206360.05,138254.71,68105.34\r\nEurope,Slovenia,Beverages,Offline,L,8/10/2014,298015153,8/14/2014,8161,47.45,31.79,387239.45,259438.19,127801.26\r\nEurope,Czech Republic,Snacks,Online,M,9/19/2010,807678210,10/30/2010,8786,152.58,97.44,1340567.88,856107.84,484460.04\r\nAustralia and Oceania,Marshall Islands,Personal Care,Offline,C,4/13/2013,605825459,5/14/2013,6071,81.73,56.67,496182.83,344043.57,152139.26\r\nSub-Saharan Africa,Sudan,Fruits,Online,C,1/28/2016,561255729,2/1/2016,6897,9.33,6.92,64349.01,47727.24,16621.77\r\nCentral America and the Caribbean,Dominican Republic,Clothes,Online,H,12/9/2013,263080346,12/14/2013,175,109.28,35.84,19124.00,6272.00,12852.00\r\nSub-Saharan Africa,Tanzania,Cereal,Offline,C,2/21/2014,270723140,3/9/2014,1848,205.70,117.11,380133.60,216419.28,163714.32\r\nEurope,Switzerland,Clothes,Offline,H,6/9/2017,763920438,7/10/2017,9888,109.28,35.84,1080560.64,354385.92,726174.72\r\nNorth America,Greenland,Household,Online,L,4/17/2014,192721068,5/20/2014,9302,668.27,502.54,6216247.54,4674627.08,1541620.46\r\nAustralia and Oceania,Tonga,Fruits,Offline,L,5/20/2011,227486360,6/8/2011,7124,9.33,6.92,66466.92,49298.08,17168.84\r\nMiddle East and North Africa,Saudi Arabia,Vegetables,Online,M,8/28/2012,808890140,9/22/2012,7422,154.06,90.93,1143433.32,674882.46,468550.86\r\nCentral America and the Caribbean,Belize,Cosmetics,Offline,C,7/25/2015,597918736,9/11/2015,6296,437.20,263.33,2752611.20,1657925.68,1094685.52\r\nSub-Saharan Africa,Angola,Cosmetics,Online,H,10/27/2014,125870978,11/20/2014,6874,437.20,263.33,3005312.80,1810130.42,1195182.38\r\nAsia,Malaysia,Household,Online,H,10/18/2013,444358193,10/21/2013,4319,668.27,502.54,2886258.13,2170470.26,715787.87\r\nSub-Saharan Africa,Ethiopia,Beverages,Online,C,2/15/2013,875304210,3/12/2013,822,47.45,31.79,39003.90,26131.38,12872.52\r\nNorth America,Greenland,Baby Food,Offline,C,7/8/2014,360945355,8/16/2014,607,255.28,159.42,154954.96,96767.94,58187.02\r\nSub-Saharan Africa,Benin,Cereal,Offline,C,12/12/2016,613830459,1/16/2017,4928,205.70,117.11,1013689.60,577118.08,436571.52\r\nMiddle East and North Africa,Yemen,Cereal,Offline,H,11/24/2012,266820847,12/10/2012,7073,205.70,117.11,1454916.10,828319.03,626597.07\r\nSub-Saharan Africa,Rwanda,Baby Food,Offline,M,11/3/2014,723090350,11/27/2014,7358,255.28,159.42,1878350.24,1173012.36,705337.88\r\nSub-Saharan Africa,Mauritania,Meat,Offline,M,8/3/2013,306125295,8/15/2013,8132,421.89,364.69,3430809.48,2965659.08,465150.40\r\nAustralia and Oceania,New Zealand,Personal Care,Online,L,5/23/2012,109724509,6/16/2012,8775,81.73,56.67,717180.75,497279.25,219901.50\r\nAustralia and Oceania,Samoa ,Clothes,Offline,M,7/22/2015,847999322,8/6/2015,699,109.28,35.84,76386.72,25052.16,51334.56\r\nAustralia and Oceania,Fiji,Clothes,Online,H,2/1/2017,605373561,3/2/2017,2344,109.28,35.84,256152.32,84008.96,172143.36\r\nSub-Saharan Africa,Malawi,Beverages,Online,H,1/28/2012,686583554,2/22/2012,4186,47.45,31.79,198625.70,133072.94,65552.76\r\nAustralia and Oceania,Marshall Islands,Beverages,Offline,M,8/3/2015,666678130,9/21/2015,3729,47.45,31.79,176941.05,118544.91,58396.14\r\nCentral America and the Caribbean,Grenada,Baby Food,Online,M,6/23/2013,641018617,6/30/2013,508,255.28,159.42,129682.24,80985.36,48696.88\r\nEurope,Luxembourg,Meat,Online,C,8/3/2011,775278842,9/22/2011,1093,421.89,364.69,461125.77,398606.17,62519.60\r\nSub-Saharan Africa,Zimbabwe,Meat,Offline,M,10/30/2016,855445134,12/6/2016,4080,421.89,364.69,1721311.20,1487935.20,233376.00\r\nAsia,China,Vegetables,Online,H,9/5/2010,737816321,9/21/2010,5100,154.06,90.93,785706.00,463743.00,321963.00\r\nNorth America,United States of America,Beverages,Online,L,7/13/2013,799003732,7/14/2013,1815,47.45,31.79,86121.75,57698.85,28422.90\r\nSub-Saharan Africa,Central African Republic,Vegetables,Online,L,10/9/2012,585931193,11/21/2012,8916,154.06,90.93,1373598.96,810731.88,562867.08\r\nCentral America and the Caribbean,Antigua and Barbuda ,Vegetables,Online,M,1/3/2012,165835034,1/5/2012,3127,154.06,90.93,481745.62,284338.11,197407.51\r\nCentral America and the Caribbean,Guatemala,Baby Food,Offline,H,2/8/2012,576264083,3/14/2012,8203,255.28,159.42,2094061.84,1307722.26,786339.58\r\nMiddle East and North Africa,Qatar,Clothes,Offline,L,1/3/2015,675079667,1/7/2015,9930,109.28,35.84,1085150.40,355891.20,729259.20\r\nMiddle East and North Africa,Israel,Personal Care,Online,L,5/13/2012,290455615,5/28/2012,1126,81.73,56.67,92027.98,63810.42,28217.56\r\nAsia,Thailand,Snacks,Offline,L,1/13/2012,670878255,2/15/2012,6639,152.58,97.44,1012978.62,646904.16,366074.46\r\nAsia,Singapore,Cereal,Online,M,7/30/2011,435146415,8/12/2011,8349,205.70,117.11,1717389.30,977751.39,739637.91\r\nAsia,North Korea,Snacks,Online,C,3/13/2017,522371423,4/8/2017,167,152.58,97.44,25480.86,16272.48,9208.38\r\nEurope,Austria,Office Supplies,Online,L,3/23/2017,141977107,4/18/2017,3036,651.21,524.96,1977073.56,1593778.56,383295.00\r\nAsia,Japan,Baby Food,Offline,L,3/16/2016,823699796,4/19/2016,9929,255.28,159.42,2534675.12,1582881.18,951793.94\r\nSub-Saharan Africa,Zimbabwe,Beverages,Offline,L,12/18/2015,567588317,12/26/2015,851,47.45,31.79,40379.95,27053.29,13326.66\r\nEurope,Lithuania,Fruits,Offline,H,10/25/2011,594003999,11/16/2011,7838,9.33,6.92,73128.54,54238.96,18889.58\r\nEurope,Luxembourg,Baby Food,Offline,H,6/30/2011,393620669,8/2/2011,9958,255.28,159.42,2542078.24,1587504.36,954573.88\r\nSub-Saharan Africa,Central African Republic,Cosmetics,Offline,H,3/27/2016,877424657,4/10/2016,8309,437.20,263.33,3632694.80,2188008.97,1444685.83\r\nEurope,Norway,Household,Offline,M,12/23/2016,326714789,1/21/2017,1021,668.27,502.54,682303.67,513093.34,169210.33\r\nSub-Saharan Africa,Democratic Republic of the Congo,Fruits,Offline,M,4/18/2013,243102395,4/18/2013,8256,9.33,6.92,77028.48,57131.52,19896.96\r\nAustralia and Oceania,New Zealand,Household,Offline,L,3/8/2017,398511302,4/20/2017,7205,668.27,502.54,4814885.35,3620800.70,1194084.65\r\nEurope,Ukraine,Personal Care,Offline,M,6/3/2011,185177838,7/4/2011,7092,81.73,56.67,579629.16,401903.64,177725.52\r\nAsia,Taiwan,Personal Care,Offline,H,11/30/2013,865650832,12/31/2013,4173,81.73,56.67,341059.29,236483.91,104575.38\r\nEurope,Italy,Cereal,Offline,C,5/11/2013,622791612,5/31/2013,6733,205.70,117.11,1384978.10,788501.63,596476.47\r\nEurope,Finland,Personal Care,Online,L,11/13/2010,409774005,11/27/2010,89,81.73,56.67,7273.97,5043.63,2230.34\r\nSub-Saharan Africa,Sudan,Office Supplies,Online,H,3/9/2016,800084340,4/21/2016,1591,651.21,524.96,1036075.11,835211.36,200863.75\r\nEurope,Croatia,Snacks,Offline,M,8/19/2013,637521445,9/12/2013,5618,152.58,97.44,857194.44,547417.92,309776.52\r\nSub-Saharan Africa,Mauritania,Beverages,Online,L,4/19/2011,186196649,5/28/2011,8581,47.45,31.79,407168.45,272789.99,134378.46\r\nAustralia and Oceania,New Zealand,Baby Food,Offline,L,7/20/2014,680533778,7/25/2014,3923,255.28,159.42,1001463.44,625404.66,376058.78\r\nMiddle East and North Africa,Pakistan,Beverages,Online,L,9/8/2014,275269162,9/15/2014,7117,47.45,31.79,337701.65,226249.43,111452.22\r\nEurope,Poland,Household,Online,C,6/4/2015,795451629,6/19/2015,668,668.27,502.54,446404.36,335696.72,110707.64\r\nEurope,Lithuania,Cereal,Offline,M,12/19/2013,986442506,1/1/2014,9113,205.70,117.11,1874544.10,1067223.43,807320.67\r\nMiddle East and North Africa,Pakistan,Cereal,Offline,M,5/18/2012,563915622,6/10/2012,4019,205.70,117.11,826708.30,470665.09,356043.21\r\nAustralia and Oceania,East Timor,Cosmetics,Offline,C,10/12/2013,663857305,11/13/2013,8984,437.20,263.33,3927804.80,2365756.72,1562048.08\r\nAustralia and Oceania,Marshall Islands,Fruits,Online,L,1/2/2011,692566382,1/14/2011,4638,9.33,6.92,43272.54,32094.96,11177.58\r\nCentral America and the Caribbean,Cuba,Household,Offline,L,2/2/2013,576654183,2/3/2013,3642,668.27,502.54,2433839.34,1830250.68,603588.66\r\nNorth America,Greenland,Baby Food,Offline,H,3/19/2011,313044536,4/14/2011,5689,255.28,159.42,1452287.92,906940.38,545347.54\r\nEurope,Luxembourg,Personal Care,Offline,C,10/3/2012,418973767,10/27/2012,2503,81.73,56.67,204570.19,141845.01,62725.18\r\nMiddle East and North Africa,Israel,Beverages,Online,C,10/23/2014,581990706,11/15/2014,2838,47.45,31.79,134663.10,90220.02,44443.08\r\nSub-Saharan Africa,Djibouti,Baby Food,Online,H,7/12/2015,109956681,7/24/2015,7480,255.28,159.42,1909494.40,1192461.60,717032.80\r\nEurope,Bulgaria,Cereal,Online,L,5/6/2010,181045520,5/27/2010,4247,205.70,117.11,873607.90,497366.17,376241.73\r\nAsia,Mongolia,Vegetables,Online,C,11/27/2010,693743550,1/9/2011,2988,154.06,90.93,460331.28,271698.84,188632.44\r\nCentral America and the Caribbean,Dominican Republic,Clothes,Offline,L,12/26/2010,716849601,12/31/2010,582,109.28,35.84,63600.96,20858.88,42742.08\r\nMiddle East and North Africa,Yemen,Cosmetics,Online,L,12/30/2012,739474999,1/1/2013,5940,437.20,263.33,2596968.00,1564180.20,1032787.80\r\nAustralia and Oceania,Federated States of Micronesia,Personal Care,Online,M,8/21/2016,421043574,9/7/2016,5005,81.73,56.67,409058.65,283633.35,125425.30\r\nEurope,Finland,Personal Care,Online,M,2/3/2015,841291654,3/20/2015,5751,81.73,56.67,470029.23,325909.17,144120.06\r\nCentral America and the Caribbean,The Bahamas,Cereal,Offline,L,12/19/2013,450268065,1/4/2014,3181,205.70,117.11,654331.70,372526.91,281804.79\r\nCentral America and the Caribbean,Grenada,Meat,Online,L,5/12/2012,918334138,6/12/2012,4334,421.89,364.69,1828471.26,1580566.46,247904.80\r\nSub-Saharan Africa,Sao Tome and Principe,Meat,Offline,M,3/28/2014,386163699,4/19/2014,3275,421.89,364.69,1381689.75,1194359.75,187330.00\r\nCentral America and the Caribbean,El Salvador,Personal Care,Offline,C,1/11/2017,214743077,2/18/2017,6103,81.73,56.67,498798.19,345857.01,152941.18\r\nEurope,Sweden,Baby Food,Online,M,6/21/2015,935371100,7/6/2015,5949,255.28,159.42,1518660.72,948389.58,570271.14\r\nAsia,Turkmenistan,Cosmetics,Offline,H,11/29/2012,899659097,12/3/2012,7974,437.20,263.33,3486232.80,2099793.42,1386439.38\r\nEurope,Monaco,Vegetables,Online,H,1/1/2010,329530894,2/13/2010,4369,154.06,90.93,673088.14,397273.17,275814.97\r\nMiddle East and North Africa,Turkey,Meat,Online,H,1/6/2016,867222821,2/6/2016,9359,421.89,364.69,3948468.51,3413133.71,535334.80\r\nSub-Saharan Africa,Mozambique,Beverages,Online,M,10/14/2014,625283706,10/23/2014,4199,47.45,31.79,199242.55,133486.21,65756.34\r\nMiddle East and North Africa,Yemen,Office Supplies,Offline,C,12/9/2013,936574876,1/9/2014,2173,651.21,524.96,1415079.33,1140738.08,274341.25\r\nAsia,Philippines,Cereal,Offline,M,10/19/2010,504270160,11/25/2010,3601,205.70,117.11,740725.70,421713.11,319012.59\r\nSub-Saharan Africa,Democratic Republic of the Congo,Personal Care,Offline,M,5/2/2011,351855885,6/2/2011,830,81.73,56.67,67835.90,47036.10,20799.80\r\nAustralia and Oceania,Fiji,Snacks,Online,H,3/17/2011,673130881,3/23/2011,3241,152.58,97.44,494511.78,315803.04,178708.74\r\nEurope,Macedonia,Office Supplies,Offline,H,9/24/2014,382206475,10/13/2014,2244,651.21,524.96,1461315.24,1178010.24,283305.00\r\nMiddle East and North Africa,Tunisia ,Cereal,Online,H,12/1/2015,263506495,12/14/2015,6283,205.70,117.11,1292413.10,735802.13,556610.97\r\nEurope,Liechtenstein,Cereal,Offline,L,6/2/2017,721767270,7/18/2017,5829,205.70,117.11,1199025.30,682634.19,516391.11\r\nMiddle East and North Africa,Qatar,Cosmetics,Online,M,8/4/2011,432037627,8/18/2011,8390,437.20,263.33,3668108.00,2209338.70,1458769.30\r\nAustralia and Oceania,Tonga,Meat,Offline,C,7/29/2014,389678895,8/24/2014,3499,421.89,364.69,1476193.11,1276050.31,200142.80\r\nEurope,Belgium,Meat,Online,L,1/26/2017,760364902,2/24/2017,7726,421.89,364.69,3259522.14,2817594.94,441927.20\r\nSub-Saharan Africa,Chad,Fruits,Offline,C,11/5/2010,430081975,12/9/2010,9669,9.33,6.92,90211.77,66909.48,23302.29\r\nAsia,Thailand,Baby Food,Online,H,3/26/2015,155128943,5/5/2015,4957,255.28,159.42,1265422.96,790244.94,475178.02\r\nEurope,Iceland,Clothes,Offline,H,10/7/2012,312117135,10/16/2012,1251,109.28,35.84,136709.28,44835.84,91873.44\r\nCentral America and the Caribbean,Saint Lucia,Meat,Offline,L,7/22/2013,447970378,9/2/2013,3245,421.89,364.69,1369033.05,1183419.05,185614.00\r\nAsia,Japan,Cosmetics,Offline,C,8/16/2013,629925000,8/18/2013,7661,437.20,263.33,3349389.20,2017371.13,1332018.07\r\nAsia,India,Personal Care,Offline,L,11/5/2013,995529830,12/17/2013,8254,81.73,56.67,674599.42,467754.18,206845.24\r\nAustralia and Oceania,Vanuatu,Office Supplies,Online,L,3/1/2016,402646195,3/28/2016,812,651.21,524.96,528782.52,426267.52,102515.00\r\nSub-Saharan Africa,Chad,Meat,Offline,M,3/25/2012,479447925,4/4/2012,8150,421.89,364.69,3438403.50,2972223.50,466180.00\r\nSub-Saharan Africa,Malawi,Cosmetics,Offline,H,6/20/2017,674421346,6/29/2017,5118,437.20,263.33,2237589.60,1347722.94,889866.66\r\nEurope,Finland,Cosmetics,Online,L,4/18/2014,506365287,5/16/2014,3596,437.20,263.33,1572171.20,946934.68,625236.52\r\nMiddle East and North Africa,Turkey,Clothes,Online,C,6/28/2016,914391076,8/4/2016,7494,109.28,35.84,818944.32,268584.96,550359.36\r\nSub-Saharan Africa,South Africa,Meat,Online,L,5/20/2012,207922542,7/1/2012,7755,421.89,364.69,3271756.95,2828170.95,443586.00\r\nEurope,Lithuania,Office Supplies,Offline,M,2/4/2014,816696012,2/16/2014,7353,651.21,524.96,4788347.13,3860030.88,928316.25\r\nEurope,Russia,Beverages,Offline,L,11/15/2015,740760314,11/21/2015,6293,47.45,31.79,298602.85,200054.47,98548.38\r\nCentral America and the Caribbean,The Bahamas,Baby Food,Online,C,1/11/2013,300476777,2/28/2013,6610,255.28,159.42,1687400.80,1053766.20,633634.60\r\nCentral America and the Caribbean,The Bahamas,Snacks,Online,L,4/24/2013,786519229,6/7/2013,7373,152.58,97.44,1124972.34,718425.12,406547.22\r\nMiddle East and North Africa,Turkey,Cosmetics,Offline,C,5/15/2010,409873998,6/3/2010,9679,437.20,263.33,4231658.80,2548771.07,1682887.73\r\nSub-Saharan Africa,Mauritius ,Cosmetics,Offline,H,4/17/2010,151839911,5/22/2010,1659,437.20,263.33,725314.80,436864.47,288450.33\r\nEurope,Bulgaria,Vegetables,Online,H,8/25/2012,614028298,9/9/2012,3473,154.06,90.93,535050.38,315799.89,219250.49\r\nMiddle East and North Africa,Iran,Household,Offline,L,4/19/2014,668362987,5/13/2014,2315,668.27,502.54,1547045.05,1163380.10,383664.95\r\nSub-Saharan Africa,Ghana,Household,Online,M,2/26/2013,607080304,4/5/2013,7408,668.27,502.54,4950544.16,3722816.32,1227727.84\r\nSub-Saharan Africa,Malawi,Baby Food,Online,M,12/28/2011,792729079,1/17/2012,5006,255.28,159.42,1277931.68,798056.52,479875.16\r\nSub-Saharan Africa,Zimbabwe,Baby Food,Offline,M,8/21/2014,308170640,10/10/2014,3395,255.28,159.42,866675.60,541230.90,325444.70\r\nAsia,Tajikistan,Vegetables,Online,H,8/21/2014,106578814,10/2/2014,7894,154.06,90.93,1216149.64,717801.42,498348.22\r\nEurope,Czech Republic,Cereal,Online,H,3/2/2014,761439931,3/28/2014,5851,205.70,117.11,1203550.70,685210.61,518340.09\r\nSub-Saharan Africa,Mauritius ,Household,Online,L,9/6/2012,216552817,9/27/2012,1646,668.27,502.54,1099972.42,827180.84,272791.58\r\nSub-Saharan Africa,Lesotho,Fruits,Online,H,9/16/2010,536028802,9/22/2010,1689,9.33,6.92,15758.37,11687.88,4070.49\r\nSub-Saharan Africa,Mali,Beverages,Online,L,8/13/2013,254291713,8/15/2013,9424,47.45,31.79,447168.80,299588.96,147579.84\r\nEurope,Georgia,Personal Care,Online,C,9/11/2012,226077878,10/23/2012,323,81.73,56.67,26398.79,18304.41,8094.38\r\nEurope,Albania,Office Supplies,Offline,M,8/31/2011,476436126,10/15/2011,6892,651.21,524.96,4488139.32,3618024.32,870115.00\r\nEurope,Cyprus,Cosmetics,Offline,L,4/21/2015,650727784,6/6/2015,3667,437.20,263.33,1603212.40,965631.11,637581.29\r\nCentral America and the Caribbean,Saint Kitts and Nevis ,Household,Offline,C,7/11/2010,464626681,7/27/2010,2215,668.27,502.54,1480218.05,1113126.10,367091.95\r\nMiddle East and North Africa,Tunisia ,Meat,Offline,C,8/9/2015,154119145,9/21/2015,6135,421.89,364.69,2588295.15,2237373.15,350922.00\r\nCentral America and the Caribbean,Cuba,Meat,Online,M,10/17/2015,925504004,12/6/2015,6057,421.89,364.69,2555387.73,2208927.33,346460.40\r\nAustralia and Oceania,Kiribati,Cereal,Offline,L,7/24/2012,905392587,8/16/2012,4641,205.70,117.11,954653.70,543507.51,411146.19\r\nAsia,Cambodia,Snacks,Online,C,3/25/2012,990708720,5/4/2012,1581,152.58,97.44,241228.98,154052.64,87176.34\r\nEurope,Moldova ,Baby Food,Online,M,8/11/2014,798688733,9/18/2014,8600,255.28,159.42,2195408.00,1371012.00,824396.00\r\nAsia,Uzbekistan,Cereal,Offline,C,10/15/2016,916881453,11/28/2016,4452,205.70,117.11,915776.40,521373.72,394402.68\r\nAsia,India,Cosmetics,Offline,L,12/3/2016,653148210,1/21/2017,9924,437.20,263.33,4338772.80,2613286.92,1725485.88\r\nEurope,Germany,Personal Care,Offline,C,6/12/2010,285662829,7/13/2010,2834,81.73,56.67,231622.82,160602.78,71020.04\r\nEurope,Austria,Vegetables,Online,C,7/29/2016,612911641,8/31/2016,3030,154.06,90.93,466801.80,275517.90,191283.90\r\nEurope,Germany,Office Supplies,Offline,L,12/9/2013,703693473,1/12/2014,7391,651.21,524.96,4813093.11,3879979.36,933113.75\r\nAsia,Bhutan,Clothes,Online,M,7/12/2012,147119653,8/9/2012,4829,109.28,35.84,527713.12,173071.36,354641.76\r\nAsia,Kyrgyzstan,Fruits,Online,C,1/14/2012,402614009,3/2/2012,1287,9.33,6.92,12007.71,8906.04,3101.67\r\nMiddle East and North Africa,Somalia,Personal Care,Online,C,3/20/2013,749912869,4/25/2013,4738,81.73,56.67,387236.74,268502.46,118734.28\r\nCentral America and the Caribbean,Saint Lucia,Household,Online,H,2/10/2014,539065062,3/10/2014,186,668.27,502.54,124298.22,93472.44,30825.78\r\nEurope,Armenia,Snacks,Offline,H,10/26/2013,540431916,11/15/2013,4668,152.58,97.44,712243.44,454849.92,257393.52\r\nNorth America,Canada,Beverages,Online,C,4/16/2016,694687259,6/2/2016,2252,47.45,31.79,106857.40,71591.08,35266.32\r\nSub-Saharan Africa,Burundi,Cosmetics,Offline,H,5/27/2011,562817418,6/2/2011,9036,437.20,263.33,3950539.20,2379449.88,1571089.32\r\nEurope,Liechtenstein,Cereal,Online,L,8/4/2016,676121222,9/9/2016,8149,205.70,117.11,1676249.30,954329.39,721919.91\r\nMiddle East and North Africa,Tunisia ,Snacks,Offline,L,7/3/2012,286210000,8/5/2012,4754,152.58,97.44,725365.32,463229.76,262135.56\r\nMiddle East and North Africa,Iraq,Beverages,Online,L,12/4/2014,515007579,1/11/2015,1042,47.45,31.79,49442.90,33125.18,16317.72\r\nAsia,Indonesia,Cosmetics,Offline,C,5/31/2010,304750287,6/1/2010,1237,437.20,263.33,540816.40,325739.21,215077.19\r\nAsia,Kazakhstan,Beverages,Online,H,2/5/2013,467986953,2/17/2013,6594,47.45,31.79,312885.30,209623.26,103262.04\r\nEurope,Denmark,Beverages,Offline,C,6/15/2015,537578904,7/9/2015,399,47.45,31.79,18932.55,12684.21,6248.34\r\nEurope,Luxembourg,Vegetables,Offline,L,10/21/2014,116699969,11/18/2014,2969,154.06,90.93,457404.14,269971.17,187432.97\r\nSub-Saharan Africa,Cape Verde,Snacks,Offline,C,2/13/2017,228836476,3/13/2017,6653,152.58,97.44,1015114.74,648268.32,366846.42\r\nAustralia and Oceania,Palau,Vegetables,Offline,C,6/29/2010,167787253,7/16/2010,832,154.06,90.93,128177.92,75653.76,52524.16\r\nAustralia and Oceania,Australia,Vegetables,Online,M,5/19/2014,647663629,5/20/2014,6915,154.06,90.93,1065324.90,628780.95,436543.95\r\nCentral America and the Caribbean,Nicaragua,Meat,Offline,L,3/21/2015,652889430,4/15/2015,3346,421.89,364.69,1411643.94,1220252.74,191391.20\r\nAsia,Laos,Office Supplies,Offline,M,8/31/2015,588200986,10/15/2015,598,651.21,524.96,389423.58,313926.08,75497.50\r\nCentral America and the Caribbean,Cuba,Personal Care,Online,L,8/23/2015,928647124,8/30/2015,6176,81.73,56.67,504764.48,349993.92,154770.56\r\nEurope,Moldova ,Cosmetics,Offline,L,2/24/2016,869589173,3/17/2016,9615,437.20,263.33,4203678.00,2531917.95,1671760.05\r\nMiddle East and North Africa,Syria,Household,Online,C,6/17/2015,576700961,7/23/2015,7485,668.27,502.54,5002000.95,3761511.90,1240489.05\r\nCentral America and the Caribbean,The Bahamas,Cereal,Offline,M,11/27/2012,735968816,12/6/2012,8382,205.70,117.11,1724177.40,981616.02,742561.38\r\nEurope,Belarus,Snacks,Offline,M,9/7/2012,303691565,10/19/2012,7938,152.58,97.44,1211180.04,773478.72,437701.32\r\nMiddle East and North Africa,United Arab Emirates,Clothes,Offline,C,6/23/2012,556480538,8/7/2012,3812,109.28,35.84,416575.36,136622.08,279953.28\r\nSub-Saharan Africa,Angola,Beverages,Offline,H,10/23/2014,141259562,11/11/2014,698,47.45,31.79,33120.10,22189.42,10930.68\r\nCentral America and the Caribbean,Cuba,Cosmetics,Offline,C,9/18/2015,925264966,10/18/2015,5320,437.20,263.33,2325904.00,1400915.60,924988.40\r\nEurope,Ukraine,Office Supplies,Online,H,1/24/2016,346045577,2/20/2016,1431,651.21,524.96,931881.51,751217.76,180663.75\r\nSub-Saharan Africa,Mozambique,Fruits,Offline,H,3/23/2010,861462724,4/19/2010,4818,9.33,6.92,44951.94,33340.56,11611.38\r\nEurope,Armenia,Personal Care,Online,M,7/26/2012,499690234,8/28/2012,8299,81.73,56.67,678277.27,470304.33,207972.94\r\nNorth America,Greenland,Clothes,Online,H,10/20/2015,509214437,11/2/2015,6722,109.28,35.84,734580.16,240916.48,493663.68\r\nCentral America and the Caribbean,Saint Kitts and Nevis ,Office Supplies,Online,M,6/27/2017,408834159,7/18/2017,1968,651.21,524.96,1281581.28,1033121.28,248460.00\r\nEurope,Vatican City,Beverages,Offline,M,4/4/2016,237660729,4/30/2016,7946,47.45,31.79,377037.70,252603.34,124434.36\r\nEurope,Ukraine,Clothes,Online,C,8/5/2015,105117976,9/9/2015,5600,109.28,35.84,611968.00,200704.00,411264.00\r\nSub-Saharan Africa,Niger,Cereal,Offline,L,6/16/2012,640942227,7/4/2012,7903,205.70,117.11,1625647.10,925520.33,700126.77\r\nAsia,Myanmar,Cosmetics,Online,L,4/3/2016,745182311,5/5/2016,4860,437.20,263.33,2124792.00,1279783.80,845008.20\r\nSub-Saharan Africa,Guinea,Baby Food,Offline,C,9/21/2014,738199555,9/21/2014,8508,255.28,159.42,2171922.24,1356345.36,815576.88\r\nSub-Saharan Africa,Guinea-Bissau,Snacks,Online,L,8/8/2015,110667788,9/10/2015,7913,152.58,97.44,1207365.54,771042.72,436322.82\r\nSub-Saharan Africa,South Sudan,Office Supplies,Online,C,7/19/2012,673573338,7/20/2012,4174,651.21,524.96,2718150.54,2191183.04,526967.50\r\nMiddle East and North Africa,Turkey,Snacks,Offline,H,8/26/2011,708215034,9/13/2011,5421,152.58,97.44,827136.18,528222.24,298913.94\r\nAustralia and Oceania,Palau,Household,Online,M,6/23/2012,816204202,7/1/2012,1816,668.27,502.54,1213578.32,912612.64,300965.68\r\nEurope,Poland,Beverages,Offline,L,11/20/2011,769464671,12/24/2011,550,47.45,31.79,26097.50,17484.50,8613.00\r\nAsia,Malaysia,Beverages,Offline,L,5/13/2015,860232770,6/4/2015,848,47.45,31.79,40237.60,26957.92,13279.68\r\nNorth America,United States of America,Personal Care,Offline,C,7/16/2010,551057326,8/22/2010,8963,81.73,56.67,732545.99,507933.21,224612.78\r\nEurope,Switzerland,Cosmetics,Online,C,5/21/2016,724799668,5/27/2016,3183,437.20,263.33,1391607.60,838179.39,553428.21\r\nAustralia and Oceania,Papua New Guinea,Cosmetics,Offline,H,4/22/2011,534633624,6/8/2011,8825,437.20,263.33,3858290.00,2323887.25,1534402.75\r\nSub-Saharan Africa,Namibia,Beverages,Offline,H,8/14/2012,554045522,9/20/2012,3237,47.45,31.79,153595.65,102904.23,50691.42\r\nEurope,Ireland,Clothes,Online,C,3/17/2012,526834189,5/2/2012,799,109.28,35.84,87314.72,28636.16,58678.56\r\nSub-Saharan Africa,Mozambique,Household,Online,C,8/6/2010,717110955,8/9/2010,7922,668.27,502.54,5294034.94,3981121.88,1312913.06\r\nSub-Saharan Africa,Democratic Republic of the Congo,Baby Food,Offline,L,2/25/2013,559299647,3/26/2013,8049,255.28,159.42,2054748.72,1283171.58,771577.14\r\nNorth America,United States of America,Meat,Online,M,3/6/2011,908136594,3/10/2011,6654,421.89,364.69,2807256.06,2426647.26,380608.80\r\nMiddle East and North Africa,Azerbaijan,Office Supplies,Offline,M,12/14/2015,888670623,12/16/2015,6240,651.21,524.96,4063550.40,3275750.40,787800.00\r\nEurope,Belgium,Office Supplies,Offline,C,2/10/2017,146263062,2/16/2017,1345,651.21,524.96,875877.45,706071.20,169806.25\r\nAsia,Taiwan,Office Supplies,Offline,L,9/20/2016,196587741,10/28/2016,3536,651.21,524.96,2302678.56,1856258.56,446420.00\r\nCentral America and the Caribbean,Panama,Baby Food,Online,M,4/30/2010,375630986,6/2/2010,6411,255.28,159.42,1636600.08,1022041.62,614558.46\r\nEurope,Andorra,Beverages,Offline,H,6/25/2013,989691627,7/10/2013,600,47.45,31.79,28470.00,19074.00,9396.00\r\nEurope,Georgia,Household,Offline,H,7/4/2012,165380990,7/27/2012,8765,668.27,502.54,5857386.55,4404763.10,1452623.45\r\nCentral America and the Caribbean,Barbados,Snacks,Online,C,9/21/2013,599622905,10/22/2013,597,152.58,97.44,91090.26,58171.68,32918.58\r\nEurope,Sweden,Personal Care,Offline,C,12/8/2016,109653699,1/6/2017,7821,81.73,56.67,639210.33,443216.07,195994.26\r\nMiddle East and North Africa,Algeria,Meat,Offline,M,9/2/2011,183022201,10/15/2011,9191,421.89,364.69,3877590.99,3351865.79,525725.20\r\nEurope,Italy,Personal Care,Online,L,3/21/2011,127589738,4/2/2011,5494,81.73,56.67,449024.62,311344.98,137679.64\r\nEurope,Russia,Fruits,Offline,L,1/8/2011,221530139,1/26/2011,4546,9.33,6.92,42414.18,31458.32,10955.86\r\nCentral America and the Caribbean,Antigua and Barbuda ,Office Supplies,Offline,M,2/22/2015,363329732,2/22/2015,6197,651.21,524.96,4035548.37,3253177.12,782371.25\r\nMiddle East and North Africa,Jordan,Fruits,Online,C,5/15/2017,521787345,6/25/2017,7325,9.33,6.92,68342.25,50689.00,17653.25\r\nSub-Saharan Africa,Mali,Meat,Online,L,7/14/2012,286014306,8/15/2012,6844,421.89,364.69,2887415.16,2495938.36,391476.80\r\nMiddle East and North Africa,Somalia,Cereal,Offline,C,6/25/2015,215434443,6/30/2015,694,205.70,117.11,142755.80,81274.34,61481.46\r\nMiddle East and North Africa,Kuwait,Snacks,Online,L,10/26/2011,489784085,11/1/2011,6850,152.58,97.44,1045173.00,667464.00,377709.00\r\nSub-Saharan Africa,Liberia,Office Supplies,Offline,C,9/24/2014,459112060,10/12/2014,316,651.21,524.96,205782.36,165887.36,39895.00\r\nAsia,China,Office Supplies,Online,C,9/30/2015,893779695,11/7/2015,8128,651.21,524.96,5293034.88,4266874.88,1026160.00\r\nEurope,Andorra,Meat,Offline,M,3/31/2011,834460818,3/31/2011,4355,421.89,364.69,1837330.95,1588224.95,249106.00\r\nSub-Saharan Africa,Niger,Beverages,Online,C,10/25/2013,742141759,10/28/2013,5093,47.45,31.79,241662.85,161906.47,79756.38\r\nEurope,Hungary,Vegetables,Offline,M,8/12/2010,248121345,9/14/2010,3475,154.06,90.93,535358.50,315981.75,219376.75\r\nEurope,Monaco,Clothes,Offline,M,7/26/2012,404010903,9/4/2012,4659,109.28,35.84,509135.52,166978.56,342156.96\r\nAustralia and Oceania,Tuvalu,Household,Online,L,9/30/2012,531734263,10/12/2012,840,668.27,502.54,561346.80,422133.60,139213.20\r\nSub-Saharan Africa,South Sudan,Baby Food,Online,C,11/9/2012,473527753,12/29/2012,6240,255.28,159.42,1592947.20,994780.80,598166.40\r\nEurope,Cyprus,Cereal,Offline,M,11/19/2011,141940200,1/2/2012,2114,205.70,117.11,434849.80,247570.54,187279.26\r\nEurope,Poland,Household,Offline,M,6/9/2017,869832932,7/25/2017,1749,668.27,502.54,1168804.23,878942.46,289861.77\r\nSub-Saharan Africa,Liberia,Snacks,Online,H,9/17/2011,460379779,11/4/2011,5462,152.58,97.44,833391.96,532217.28,301174.68\r\nSub-Saharan Africa,Cote d'Ivoire,Vegetables,Online,C,10/23/2015,837067067,10/26/2015,5602,154.06,90.93,863044.12,509389.86,353654.26\r\nAsia,Kyrgyzstan,Beverages,Online,C,4/3/2010,393693625,4/9/2010,1547,47.45,31.79,73405.15,49179.13,24226.02\r\nEurope,Slovakia,Vegetables,Offline,L,7/3/2014,744370782,7/14/2014,4711,154.06,90.93,725776.66,428371.23,297405.43\r\nAsia,Malaysia,Cosmetics,Offline,M,12/30/2014,873522365,1/13/2015,3534,437.20,263.33,1545064.80,930608.22,614456.58\r\nSub-Saharan Africa,Liberia,Beverages,Online,L,5/19/2014,285884702,6/10/2014,8491,47.45,31.79,402897.95,269928.89,132969.06\r\nAustralia and Oceania,Vanuatu,Cosmetics,Online,H,8/4/2012,356506621,9/3/2012,7086,437.20,263.33,3097999.20,1865956.38,1232042.82\r\nAustralia and Oceania,Kiribati,Baby Food,Offline,L,8/15/2010,280749452,10/1/2010,8856,255.28,159.42,2260759.68,1411823.52,848936.16\r\nMiddle East and North Africa,Turkey,Baby Food,Online,M,4/26/2014,224287021,5/17/2014,368,255.28,159.42,93943.04,58666.56,35276.48\r\nEurope,San Marino,Fruits,Offline,M,6/10/2015,873105657,6/23/2015,221,9.33,6.92,2061.93,1529.32,532.61\r\nEurope,Vatican City,Snacks,Offline,C,8/12/2010,283504188,9/2/2010,4044,152.58,97.44,617033.52,394047.36,222986.16\r\nMiddle East and North Africa,Morocco,Beverages,Offline,C,8/28/2012,632093942,9/5/2012,9499,47.45,31.79,450727.55,301973.21,148754.34\r\nSub-Saharan Africa,Equatorial Guinea,Meat,Offline,L,7/15/2016,565798747,8/9/2016,1277,421.89,364.69,538753.53,465709.13,73044.40\r\nMiddle East and North Africa,Jordan,Vegetables,Online,M,9/14/2010,151854932,10/19/2010,6104,154.06,90.93,940382.24,555036.72,385345.52\r\nAsia,Kyrgyzstan,Vegetables,Online,H,3/7/2011,427811324,4/16/2011,7733,154.06,90.93,1191345.98,703161.69,488184.29\r\nSub-Saharan Africa,Republic of the Congo,Fruits,Online,L,4/30/2012,251529252,5/5/2012,1950,9.33,6.92,18193.50,13494.00,4699.50\r\nAustralia and Oceania,East Timor,Snacks,Offline,C,5/18/2013,351182544,6/22/2013,1574,152.58,97.44,240160.92,153370.56,86790.36\r\nEurope,Estonia,Meat,Offline,H,8/10/2014,175257527,9/25/2014,1452,421.89,364.69,612584.28,529529.88,83054.40\r\nAsia,Bangladesh,Snacks,Online,H,7/31/2013,142553031,9/11/2013,3465,152.58,97.44,528689.70,337629.60,191060.10\r\nSub-Saharan Africa,Senegal,Fruits,Offline,H,7/2/2016,292180383,8/15/2016,1523,9.33,6.92,14209.59,10539.16,3670.43\r\nMiddle East and North Africa,Pakistan,Fruits,Offline,L,9/13/2011,733563411,9/20/2011,6569,9.33,6.92,61288.77,45457.48,15831.29\r\nEurope,Czech Republic,Beverages,Online,H,4/18/2011,296438443,4/19/2011,1578,47.45,31.79,74876.10,50164.62,24711.48\r\nSub-Saharan Africa,Ghana,Meat,Offline,C,2/9/2017,580854308,3/18/2017,6552,421.89,364.69,2764223.28,2389448.88,374774.40\r\nAsia,Japan,Cosmetics,Offline,H,11/20/2016,107172334,12/23/2016,3530,437.20,263.33,1543316.00,929554.90,613761.10\r\nAsia,Kazakhstan,Baby Food,Offline,H,10/16/2010,166066348,12/5/2010,1578,255.28,159.42,402831.84,251564.76,151267.08\r\nCentral America and the Caribbean,The Bahamas,Snacks,Offline,H,3/15/2015,768522679,3/27/2015,1794,152.58,97.44,273728.52,174807.36,98921.16\r\nSub-Saharan Africa,Ethiopia,Household,Online,M,6/25/2013,195840156,7/25/2013,2309,668.27,502.54,1543035.43,1160364.86,382670.57\r\nSub-Saharan Africa,Burkina Faso,Cosmetics,Offline,L,10/11/2012,849630105,11/9/2012,3284,437.20,263.33,1435764.80,864775.72,570989.08\r\nSub-Saharan Africa,Madagascar,Fruits,Offline,M,7/8/2017,701816356,7/30/2017,1910,9.33,6.92,17820.30,13217.20,4603.10\r\nEurope,Netherlands,Office Supplies,Online,M,6/22/2010,944635236,7/27/2010,7413,651.21,524.96,4827419.73,3891528.48,935891.25\r\nEurope,Greece,Vegetables,Online,L,2/17/2017,140635573,3/21/2017,6046,154.06,90.93,931446.76,549762.78,381683.98\r\nMiddle East and North Africa,Egypt,Meat,Online,C,1/14/2011,972678697,2/25/2011,6096,421.89,364.69,2571841.44,2223150.24,348691.20\r\nSub-Saharan Africa,South Sudan,Fruits,Online,M,1/9/2016,793938434,2/8/2016,2880,9.33,6.92,26870.40,19929.60,6940.80\r\nEurope,Kosovo,Baby Food,Online,L,7/18/2011,177901113,8/13/2011,3747,255.28,159.42,956534.16,597346.74,359187.42\r\nAsia,Brunei,Beverages,Online,L,3/16/2012,668365561,5/4/2012,3077,47.45,31.79,146003.65,97817.83,48185.82\r\nAustralia and Oceania,Australia,Vegetables,Online,C,12/15/2010,729443109,1/12/2011,7281,154.06,90.93,1121710.86,662061.33,459649.53\r\nSub-Saharan Africa,Cape Verde,Fruits,Offline,H,3/2/2013,695557582,4/3/2013,9800,9.33,6.92,91434.00,67816.00,23618.00\r\nSub-Saharan Africa,Malawi,Household,Offline,H,2/17/2010,521445310,4/4/2010,6110,668.27,502.54,4083129.70,3070519.40,1012610.30\r\nAsia,Philippines,Personal Care,Online,L,2/19/2013,232155120,3/30/2013,8714,81.73,56.67,712195.22,493822.38,218372.84\r\nEurope,Estonia,Beverages,Online,L,10/28/2011,373048341,12/12/2011,2149,47.45,31.79,101970.05,68316.71,33653.34\r\nCentral America and the Caribbean,Trinidad and Tobago,Office Supplies,Offline,L,10/26/2015,659798800,12/2/2015,7982,651.21,524.96,5197958.22,4190230.72,1007727.50\r\nAsia,Mongolia,Household,Online,C,2/5/2013,428392827,2/5/2013,9812,668.27,502.54,6557065.24,4930922.48,1626142.76\r\nAsia,Japan,Personal Care,Offline,M,8/25/2011,885129249,9/3/2011,8269,81.73,56.67,675825.37,468604.23,207221.14\r\nSub-Saharan Africa,Niger,Meat,Online,C,12/4/2012,156619393,12/5/2012,6014,421.89,364.69,2537246.46,2193245.66,344000.80\r\nMiddle East and North Africa,Egypt,Baby Food,Offline,M,9/8/2015,939787089,9/9/2015,2739,255.28,159.42,699211.92,436651.38,262560.54\r\nCentral America and the Caribbean,Saint Lucia,Vegetables,Online,C,3/1/2012,151868665,4/19/2012,168,154.06,90.93,25882.08,15276.24,10605.84\r\nMiddle East and North Africa,Qatar,Cereal,Offline,C,8/5/2014,180412948,8/24/2014,7055,205.70,117.11,1451213.50,826211.05,625002.45\r\nSub-Saharan Africa,Mali,Fruits,Offline,H,7/24/2013,333281266,7/28/2013,4188,9.33,6.92,39074.04,28980.96,10093.08\r\nCentral America and the Caribbean,Saint Lucia,Cosmetics,Online,L,1/26/2012,888647449,2/28/2012,9383,437.20,263.33,4102247.60,2470825.39,1631422.21\r\nSub-Saharan Africa,Swaziland,Clothes,Offline,M,3/10/2014,844997823,4/26/2014,2488,109.28,35.84,271888.64,89169.92,182718.72\r\nAsia,Mongolia,Fruits,Online,M,9/12/2013,171131217,10/8/2013,385,9.33,6.92,3592.05,2664.20,927.85\r\nSub-Saharan Africa,Botswana,Office Supplies,Online,C,1/5/2013,256158959,1/18/2013,1983,651.21,524.96,1291349.43,1040995.68,250353.75\r\nEurope,San Marino,Cosmetics,Online,H,10/28/2011,759504878,12/8/2011,3226,437.20,263.33,1410407.20,849502.58,560904.62\r\nMiddle East and North Africa,Oman,Fruits,Online,C,11/21/2010,960905301,11/25/2010,2087,9.33,6.92,19471.71,14442.04,5029.67\r\nAsia,Bangladesh,Office Supplies,Offline,C,10/28/2015,210409057,12/4/2015,3570,651.21,524.96,2324819.70,1874107.20,450712.50\r\nSub-Saharan Africa,Namibia,Cosmetics,Offline,C,7/29/2010,178377473,9/1/2010,4713,437.20,263.33,2060523.60,1241074.29,819449.31\r\nAsia,Mongolia,Fruits,Online,M,3/30/2014,805484378,5/1/2014,9582,9.33,6.92,89400.06,66307.44,23092.62\r\nAsia,North Korea,Beverages,Online,C,9/14/2016,752716100,10/12/2016,4276,47.45,31.79,202896.20,135934.04,66962.16\r\nEurope,Latvia,Clothes,Online,M,9/6/2012,551371467,9/15/2012,1925,109.28,35.84,210364.00,68992.00,141372.00\r\nSub-Saharan Africa,Burundi,Snacks,Offline,M,2/8/2013,353061807,3/5/2013,7689,152.58,97.44,1173187.62,749216.16,423971.46\r\nSub-Saharan Africa,Seychelles ,Personal Care,Online,C,1/17/2011,379710948,1/30/2011,3762,81.73,56.67,307468.26,213192.54,94275.72\r\nSub-Saharan Africa,Kenya,Cereal,Online,H,10/11/2015,473555219,11/6/2015,4368,205.70,117.11,898497.60,511536.48,386961.12\r\nSub-Saharan Africa,Benin,Office Supplies,Online,C,2/21/2011,547143447,2/23/2011,760,651.21,524.96,494919.60,398969.60,95950.00\r\nCentral America and the Caribbean,Saint Lucia,Personal Care,Online,C,4/29/2012,133336961,6/13/2012,6225,81.73,56.67,508769.25,352770.75,155998.50\r\nMiddle East and North Africa,Qatar,Meat,Online,H,8/30/2016,635309588,10/14/2016,1080,421.89,364.69,455641.20,393865.20,61776.00\r\nSub-Saharan Africa,Mozambique,Beverages,Online,C,12/20/2014,376547658,12/26/2014,7675,47.45,31.79,364178.75,243988.25,120190.50\r\nMiddle East and North Africa,Pakistan,Clothes,Offline,M,6/28/2010,450849997,7/21/2010,5388,109.28,35.84,588800.64,193105.92,395694.72\r\nAsia,Taiwan,Personal Care,Online,M,2/6/2015,672327935,2/6/2015,5631,81.73,56.67,460221.63,319108.77,141112.86\r\nCentral America and the Caribbean,Cuba,Cereal,Offline,L,3/30/2015,925405299,5/1/2015,6847,205.70,117.11,1408427.90,801852.17,606575.73\r\nCentral America and the Caribbean,Cuba,Household,Offline,H,7/28/2013,714818418,8/24/2013,9509,668.27,502.54,6354579.43,4778652.86,1575926.57\r\nEurope,Russia,Beverages,Offline,C,1/6/2010,515616118,2/5/2010,1122,47.45,31.79,53238.90,35668.38,17570.52\r\nEurope,Switzerland,Cereal,Offline,C,2/20/2013,423159730,4/11/2013,1222,205.70,117.11,251365.40,143108.42,108256.98\r\nEurope,Czech Republic,Personal Care,Offline,H,8/25/2013,603123080,9/29/2013,6377,81.73,56.67,521192.21,361384.59,159807.62\r\nEurope,Poland,Meat,Offline,C,11/16/2010,841492497,12/31/2010,5185,421.89,364.69,2187499.65,1890917.65,296582.00\r\nSub-Saharan Africa,Mauritius ,Cereal,Offline,L,8/2/2016,994566810,9/1/2016,3275,205.70,117.11,673667.50,383535.25,290132.25\r\nMiddle East and North Africa,Pakistan,Vegetables,Offline,M,4/25/2013,538957345,4/25/2013,8310,154.06,90.93,1280238.60,755628.30,524610.30\r\nSub-Saharan Africa,South Africa,Fruits,Offline,L,3/2/2011,821587932,3/11/2011,4981,9.33,6.92,46472.73,34468.52,12004.21\r\nSub-Saharan Africa,Seychelles ,Household,Online,C,9/28/2013,109694898,10/16/2013,13,668.27,502.54,8687.51,6533.02,2154.49\r\nSub-Saharan Africa,Benin,Meat,Offline,M,5/5/2014,340827071,6/5/2014,7159,421.89,364.69,3020310.51,2610815.71,409494.80\r\nSub-Saharan Africa,Benin,Meat,Offline,L,11/28/2014,372845780,12/9/2014,2207,421.89,364.69,931111.23,804870.83,126240.40\r\nCentral America and the Caribbean,Nicaragua,Fruits,Online,M,8/30/2014,933924853,9/13/2014,7973,9.33,6.92,74388.09,55173.16,19214.93\r\nMiddle East and North Africa,Lebanon,Office Supplies,Online,L,11/20/2013,572550618,11/25/2013,9306,651.21,524.96,6060160.26,4885277.76,1174882.50\r\nEurope,Moldova ,Meat,Online,M,2/23/2010,607521903,4/5/2010,8086,421.89,364.69,3411402.54,2948883.34,462519.20\r\nMiddle East and North Africa,Tunisia ,Snacks,Online,H,3/20/2017,177950036,4/29/2017,8225,152.58,97.44,1254970.50,801444.00,453526.50\r\nAustralia and Oceania,Vanuatu,Beverages,Offline,M,11/8/2015,293258845,11/14/2015,664,47.45,31.79,31506.80,21108.56,10398.24\r\nSub-Saharan Africa,South Sudan,Beverages,Online,C,8/9/2010,683184659,8/23/2010,8377,47.45,31.79,397488.65,266304.83,131183.82\r\nEurope,Sweden,Cereal,Online,L,11/12/2010,247776305,11/30/2010,1370,205.70,117.11,281809.00,160440.70,121368.30\r\nEurope,Ireland,Meat,Offline,C,12/14/2011,207395112,1/26/2012,1677,421.89,364.69,707509.53,611585.13,95924.40\r\nEurope,Italy,Vegetables,Offline,L,1/10/2014,952714908,2/25/2014,8367,154.06,90.93,1289020.02,760811.31,528208.71\r\nEurope,Bosnia and Herzegovina,Vegetables,Online,C,10/3/2010,694722020,10/3/2010,2539,154.06,90.93,391158.34,230871.27,160287.07\r\nEurope,Bosnia and Herzegovina,Household,Online,H,10/15/2015,414715278,11/4/2015,2321,668.27,502.54,1551054.67,1166395.34,384659.33\r\nEurope,Poland,Snacks,Offline,M,7/20/2013,714306008,8/17/2013,7876,152.58,97.44,1201720.08,767437.44,434282.64\r\nMiddle East and North Africa,Kuwait,Snacks,Online,H,1/19/2016,465418040,2/26/2016,6396,152.58,97.44,975901.68,623226.24,352675.44\r\nSub-Saharan Africa,Sudan,Cereal,Online,M,8/17/2013,860287702,9/11/2013,7103,205.70,117.11,1461087.10,831832.33,629254.77\r\nMiddle East and North Africa,Saudi Arabia,Vegetables,Online,C,8/16/2016,461463820,8/20/2016,6254,154.06,90.93,963491.24,568676.22,394815.02\r\nSub-Saharan Africa,Swaziland,Baby Food,Offline,M,9/25/2013,151807725,9/29/2013,2134,255.28,159.42,544767.52,340202.28,204565.24\r\nSub-Saharan Africa,Rwanda,Meat,Offline,C,8/21/2013,884493243,10/2/2013,61,421.89,364.69,25735.29,22246.09,3489.20\r\nAsia,Cambodia,Cosmetics,Offline,M,12/10/2010,533006703,1/23/2011,7383,437.20,263.33,3227847.60,1944165.39,1283682.21\r\nSub-Saharan Africa,Central African Republic,Vegetables,Online,C,9/4/2012,641146934,10/4/2012,8480,154.06,90.93,1306428.80,771086.40,535342.40\r\nAsia,Maldives,Cosmetics,Offline,M,10/15/2011,573025262,11/14/2011,9764,437.20,263.33,4268820.80,2571154.12,1697666.68\r\nSub-Saharan Africa,Djibouti,Household,Offline,C,8/26/2013,663065516,9/9/2013,4676,668.27,502.54,3124830.52,2349877.04,774953.48\r\nAsia,Tajikistan,Beverages,Online,M,2/17/2017,866004025,3/4/2017,8691,47.45,31.79,412387.95,276286.89,136101.06\r\nAsia,Sri Lanka,Baby Food,Online,H,10/19/2010,306889617,10/21/2010,4312,255.28,159.42,1100767.36,687419.04,413348.32\r\nEurope,Montenegro,Personal Care,Online,M,7/30/2014,431083619,8/10/2014,6077,81.73,56.67,496673.21,344383.59,152289.62\r\nMiddle East and North Africa,United Arab Emirates,Personal Care,Online,H,5/21/2015,954259860,6/4/2015,5553,81.73,56.67,453846.69,314688.51,139158.18\r\nCentral America and the Caribbean,Dominican Republic,Personal Care,Offline,C,5/5/2016,312404668,6/21/2016,6338,81.73,56.67,518004.74,359174.46,158830.28\r\nSub-Saharan Africa,Seychelles ,Office Supplies,Offline,C,4/14/2010,611816871,5/16/2010,9063,651.21,524.96,5901916.23,4757712.48,1144203.75\r\nEurope,Iceland,Office Supplies,Online,C,10/26/2013,879107797,11/2/2013,6388,651.21,524.96,4159929.48,3353444.48,806485.00\r\nSub-Saharan Africa,Nigeria,Vegetables,Offline,C,7/21/2010,211201274,9/9/2010,8005,154.06,90.93,1233250.30,727894.65,505355.65\r\nSub-Saharan Africa,Rwanda,Fruits,Online,H,6/9/2015,925333631,7/25/2015,5639,9.33,6.92,52611.87,39021.88,13589.99\r\nEurope,Hungary,Snacks,Offline,C,6/3/2010,909053695,6/27/2010,8044,152.58,97.44,1227353.52,783807.36,443546.16\r\nEurope,Belarus,Baby Food,Online,L,5/17/2016,370222795,6/11/2016,6007,255.28,159.42,1533466.96,957635.94,575831.02\r\nSub-Saharan Africa,South Sudan,Cosmetics,Offline,H,8/3/2013,487014758,8/30/2013,7344,437.20,263.33,3210796.80,1933895.52,1276901.28\r\nEurope,Andorra,Vegetables,Online,M,9/15/2013,257915914,10/6/2013,1905,154.06,90.93,293484.30,173221.65,120262.65\r\nAsia,Japan,Meat,Offline,M,7/2/2010,551725089,8/10/2010,6569,421.89,364.69,2771395.41,2395648.61,375746.80\r\nCentral America and the Caribbean,El Salvador,Meat,Offline,L,12/18/2013,957553613,1/10/2014,248,421.89,364.69,104628.72,90443.12,14185.60\r\nSub-Saharan Africa,Kenya,Office Supplies,Offline,L,3/19/2016,234825313,3/23/2016,8883,651.21,524.96,5784698.43,4663219.68,1121478.75\r\nEurope,Bosnia and Herzegovina,Snacks,Online,M,6/9/2010,363276517,7/9/2010,449,152.58,97.44,68508.42,43750.56,24757.86\r\nEurope,Andorra,Personal Care,Online,M,5/21/2017,692956054,6/23/2017,9950,81.73,56.67,813213.50,563866.50,249347.00\r\nSub-Saharan Africa,Cape Verde,Cosmetics,Online,H,6/12/2013,194225251,6/19/2013,4423,437.20,263.33,1933735.60,1164708.59,769027.01\r\nAustralia and Oceania,Nauru,Fruits,Online,L,2/22/2010,607757937,4/5/2010,7934,9.33,6.92,74024.22,54903.28,19120.94\r\nEurope,Czech Republic,Cereal,Offline,H,6/29/2012,594540441,7/30/2012,6583,205.70,117.11,1354123.10,770935.13,583187.97\r\nEurope,Serbia,Vegetables,Online,L,3/23/2015,685871589,4/5/2015,3500,154.06,90.93,539210.00,318255.00,220955.00\r\nAustralia and Oceania,Tuvalu,Cereal,Offline,C,2/12/2014,133362710,3/23/2014,3844,205.70,117.11,790710.80,450170.84,340539.96\r\nSub-Saharan Africa,Madagascar,Clothes,Offline,H,5/22/2017,958937633,7/5/2017,9810,109.28,35.84,1072036.80,351590.40,720446.40\r\nSub-Saharan Africa,Ethiopia,Vegetables,Online,C,8/6/2011,304832684,9/6/2011,5620,154.06,90.93,865817.20,511026.60,354790.60\r\nAsia,Malaysia,Baby Food,Offline,L,11/14/2010,783596694,12/24/2010,2530,255.28,159.42,645858.40,403332.60,242525.80\r\nSub-Saharan Africa,Tanzania,Household,Offline,C,4/5/2015,128090989,4/27/2015,3825,668.27,502.54,2556132.75,1922215.50,633917.25\r\nSub-Saharan Africa,Cote d'Ivoire,Vegetables,Offline,M,7/8/2014,641489398,7/28/2014,9823,154.06,90.93,1513331.38,893205.39,620125.99\r\nAustralia and Oceania,Solomon Islands,Clothes,Offline,M,8/9/2014,647278249,9/16/2014,2873,109.28,35.84,313961.44,102968.32,210993.12\r\nEurope,Netherlands,Clothes,Online,H,3/13/2011,339256370,3/31/2011,2354,109.28,35.84,257245.12,84367.36,172877.76\r\nSub-Saharan Africa,Mali,Baby Food,Offline,M,3/2/2016,431535089,3/19/2016,9677,255.28,159.42,2470344.56,1542707.34,927637.22\r\nMiddle East and North Africa,Afghanistan,Cereal,Offline,C,12/19/2015,808538234,1/16/2016,3286,205.70,117.11,675930.20,384823.46,291106.74\r\nEurope,Moldova ,Personal Care,Online,C,3/28/2013,975002133,4/7/2013,3653,81.73,56.67,298559.69,207015.51,91544.18\r\nAsia,Bhutan,Snacks,Online,H,6/27/2015,505975615,7/4/2015,8283,152.58,97.44,1263820.14,807095.52,456724.62\r\nAsia,Vietnam,Vegetables,Offline,M,2/18/2016,396820008,3/20/2016,6714,154.06,90.93,1034358.84,610504.02,423854.82\r\nEurope,Portugal,Vegetables,Online,H,6/14/2013,813209140,7/10/2013,5511,154.06,90.93,849024.66,501115.23,347909.43\r\nEurope,Spain,Baby Food,Online,M,5/10/2014,641129338,5/14/2014,3273,255.28,159.42,835531.44,521781.66,313749.78\r\nMiddle East and North Africa,Egypt,Meat,Offline,C,6/17/2015,636879432,7/3/2015,5632,421.89,364.69,2376084.48,2053934.08,322150.40\r\nEurope,Belgium,Snacks,Online,C,6/11/2014,277070748,7/2/2014,246,152.58,97.44,37534.68,23970.24,13564.44\r\nAsia,Malaysia,Cosmetics,Offline,H,11/3/2013,908627116,11/24/2013,1810,437.20,263.33,791332.00,476627.30,314704.70\r\nCentral America and the Caribbean,Dominican Republic,Cosmetics,Offline,C,4/2/2017,798784863,5/2/2017,7047,437.20,263.33,3080948.40,1855686.51,1225261.89\r\nEurope,Estonia,Beverages,Offline,H,5/28/2010,985092818,7/17/2010,9711,47.45,31.79,460786.95,308712.69,152074.26\r\nSub-Saharan Africa,Burundi,Snacks,Offline,C,5/22/2010,325412309,7/7/2010,5588,152.58,97.44,852617.04,544494.72,308122.32\r\nEurope,Latvia,Beverages,Online,M,6/2/2016,447917163,6/24/2016,7497,47.45,31.79,355732.65,238329.63,117403.02\r\nAsia,Tajikistan,Meat,Offline,M,8/22/2013,801093709,10/5/2013,285,421.89,364.69,120238.65,103936.65,16302.00\r\nSub-Saharan Africa,Zimbabwe,Fruits,Offline,H,10/5/2014,903740775,10/23/2014,5833,9.33,6.92,54421.89,40364.36,14057.53\r\nSub-Saharan Africa,Comoros,Meat,Offline,L,10/31/2010,794969689,11/13/2010,8052,421.89,364.69,3397058.28,2936483.88,460574.40\r\nSub-Saharan Africa,Namibia,Clothes,Online,L,11/27/2012,584204280,1/1/2013,7884,109.28,35.84,861563.52,282562.56,579000.96\r\nEurope,Slovenia,Cereal,Offline,H,5/22/2010,901180875,5/26/2010,8302,205.70,117.11,1707721.40,972247.22,735474.18\r\nEurope,Bulgaria,Snacks,Offline,L,8/31/2012,645948302,9/29/2012,9312,152.58,97.44,1420824.96,907361.28,513463.68\r\nSub-Saharan Africa,Guinea-Bissau,Cereal,Online,L,1/23/2015,138867890,2/22/2015,2950,205.70,117.11,606815.00,345474.50,261340.50\r\nSub-Saharan Africa,Lesotho,Beverages,Offline,L,3/2/2010,670613467,3/21/2010,8282,47.45,31.79,392980.90,263284.78,129696.12\r\nAsia,Sri Lanka,Cosmetics,Offline,L,5/9/2014,452171361,5/27/2014,6409,437.20,263.33,2802014.80,1687681.97,1114332.83\r\nAustralia and Oceania,East Timor,Snacks,Online,H,12/28/2010,464840400,2/5/2011,5459,152.58,97.44,832934.22,531924.96,301009.26\r\nEurope,Belarus,Household,Online,M,10/19/2014,410231912,10/24/2014,5594,668.27,502.54,3738302.38,2811208.76,927093.62\r\nSub-Saharan Africa,Benin,Meat,Offline,H,1/21/2015,960269725,2/22/2015,4006,421.89,364.69,1690091.34,1460948.14,229143.20\r\nEurope,Ireland,Beverages,Offline,L,4/4/2017,607190167,5/18/2017,9919,47.45,31.79,470656.55,315325.01,155331.54\r\nMiddle East and North Africa,Iran,Meat,Offline,H,8/5/2016,613542068,8/11/2016,9587,421.89,364.69,4044659.43,3496283.03,548376.40\r\nSub-Saharan Africa,Benin,Household,Offline,C,11/26/2016,962186753,1/12/2017,1297,668.27,502.54,866746.19,651794.38,214951.81\r\nSub-Saharan Africa,South Sudan,Beverages,Online,L,9/23/2011,806298053,10/24/2011,366,47.45,31.79,17366.70,11635.14,5731.56\r\nSub-Saharan Africa,Comoros,Personal Care,Online,L,10/24/2010,719362294,12/3/2010,4144,81.73,56.67,338689.12,234840.48,103848.64\r\nEurope,Poland,Baby Food,Online,H,8/14/2013,445178306,9/22/2013,7008,255.28,159.42,1789002.24,1117215.36,671786.88\r\nEurope,Bosnia and Herzegovina,Cosmetics,Offline,C,2/4/2013,247857415,2/15/2013,5372,437.20,263.33,2348638.40,1414608.76,934029.64\r\nSub-Saharan Africa,Namibia,Vegetables,Offline,C,8/11/2014,461823451,9/4/2014,2677,154.06,90.93,412418.62,243419.61,168999.01\r\nEurope,Spain,Office Supplies,Offline,C,1/12/2017,141812741,1/24/2017,4396,651.21,524.96,2862719.16,2307724.16,554995.00\r\nMiddle East and North Africa,Iran,Meat,Online,C,7/3/2016,212874114,8/17/2016,3036,421.89,364.69,1280858.04,1107198.84,173659.20\r\nCentral America and the Caribbean,Guatemala,Office Supplies,Offline,C,3/27/2010,320368897,4/2/2010,3131,651.21,524.96,2038938.51,1643649.76,395288.75\r\nAustralia and Oceania,East Timor,Beverages,Online,C,6/5/2015,179970920,6/25/2015,6249,47.45,31.79,296515.05,198655.71,97859.34\r\nMiddle East and North Africa,Bahrain,Household,Online,H,6/27/2012,927666509,7/17/2012,5990,668.27,502.54,4002937.30,3010214.60,992722.70\r\nSub-Saharan Africa,Ethiopia,Office Supplies,Online,L,12/19/2016,169754493,1/20/2017,2982,651.21,524.96,1941908.22,1565430.72,376477.50\r\nAustralia and Oceania,Solomon Islands,Personal Care,Offline,M,3/9/2015,532846200,4/20/2015,9886,81.73,56.67,807982.78,560239.62,247743.16\r\nCentral America and the Caribbean,Belize,Snacks,Online,C,6/18/2013,213865458,7/13/2013,6397,152.58,97.44,976054.26,623323.68,352730.58\r\nAsia,Sri Lanka,Office Supplies,Online,C,8/12/2011,630048596,9/3/2011,4236,651.21,524.96,2758525.56,2223730.56,534795.00\r\nCentral America and the Caribbean,Costa Rica,Clothes,Offline,H,4/17/2014,568944442,4/24/2014,2158,109.28,35.84,235826.24,77342.72,158483.52\r\nSub-Saharan Africa,Nigeria,Baby Food,Online,L,2/3/2012,238414323,2/27/2012,951,255.28,159.42,242771.28,151608.42,91162.86\r\nMiddle East and North Africa,Iran,Office Supplies,Online,L,8/1/2015,816632068,9/19/2015,8431,651.21,524.96,5490351.51,4425937.76,1064413.75\r\nSub-Saharan Africa,Djibouti,Baby Food,Online,C,9/11/2013,402084004,10/5/2013,4447,255.28,159.42,1135230.16,708940.74,426289.42\r\nAsia,South Korea,Snacks,Online,L,5/8/2015,763568961,6/7/2015,5879,152.58,97.44,897017.82,572849.76,324168.06\r\nCentral America and the Caribbean,Dominica,Snacks,Offline,L,5/22/2015,590198266,6/1/2015,1637,152.58,97.44,249773.46,159509.28,90264.18\r\nAsia,Vietnam,Snacks,Online,L,7/3/2013,441395747,8/19/2013,7665,152.58,97.44,1169525.70,746877.60,422648.10\r\nEurope,Norway,Personal Care,Offline,H,6/16/2010,496897733,7/21/2010,1936,81.73,56.67,158229.28,109713.12,48516.16\r\nCentral America and the Caribbean,Haiti,Beverages,Online,C,11/8/2011,106753051,11/14/2011,9455,47.45,31.79,448639.75,300574.45,148065.30\r\nCentral America and the Caribbean,Jamaica,Fruits,Offline,L,10/17/2016,941323029,10/27/2016,7258,9.33,6.92,67717.14,50225.36,17491.78\r\nSub-Saharan Africa,Sudan,Vegetables,Offline,M,2/2/2014,241281497,3/3/2014,9412,154.06,90.93,1450012.72,855833.16,594179.56\r\nSub-Saharan Africa,Angola,Meat,Offline,L,4/30/2016,267614781,5/12/2016,2016,421.89,364.69,850530.24,735215.04,115315.20\r\nCentral America and the Caribbean,Panama,Cosmetics,Offline,M,8/31/2010,651621711,10/16/2010,8200,437.20,263.33,3585040.00,2159306.00,1425734.00\r\nEurope,Greece,Personal Care,Online,M,8/8/2015,644913613,9/7/2015,3124,81.73,56.67,255324.52,177037.08,78287.44\r\nSub-Saharan Africa,Madagascar,Cereal,Offline,H,8/18/2016,469414317,8/19/2016,8983,205.70,117.11,1847803.10,1051999.13,795803.97\r\nSub-Saharan Africa,Guinea-Bissau,Clothes,Online,L,6/18/2015,867360150,7/1/2015,9998,109.28,35.84,1092581.44,358328.32,734253.12\r\nNorth America,Greenland,Clothes,Online,L,1/28/2011,851299941,2/1/2011,7425,109.28,35.84,811404.00,266112.00,545292.00\r\nMiddle East and North Africa,Libya,Beverages,Offline,H,2/4/2011,854095017,3/4/2011,4550,47.45,31.79,215897.50,144644.50,71253.00\r\nEurope,Belarus,Vegetables,Offline,C,11/3/2012,478919208,11/27/2012,1691,154.06,90.93,260515.46,153762.63,106752.83\r\nMiddle East and North Africa,Lebanon,Clothes,Offline,H,9/18/2014,749258840,11/5/2014,1196,109.28,35.84,130698.88,42864.64,87834.24\r\nSub-Saharan Africa,Djibouti,Baby Food,Offline,H,5/17/2012,958912742,6/28/2012,2444,255.28,159.42,623904.32,389622.48,234281.84\r\nCentral America and the Caribbean,Barbados,Personal Care,Online,C,2/20/2010,921992242,3/4/2010,6848,81.73,56.67,559687.04,388076.16,171610.88\r\nSub-Saharan Africa,Guinea-Bissau,Vegetables,Online,L,2/28/2017,522921168,3/2/2017,2849,154.06,90.93,438916.94,259059.57,179857.37\r\nEurope,Finland,Personal Care,Offline,C,5/17/2013,166435849,6/7/2013,921,81.73,56.67,75273.33,52193.07,23080.26\r\nCentral America and the Caribbean,Haiti,Baby Food,Offline,L,11/9/2013,327585113,11/23/2013,8569,255.28,159.42,2187494.32,1366069.98,821424.34\r\nSub-Saharan Africa,Niger,Clothes,Offline,M,1/10/2012,201730287,2/19/2012,5330,109.28,35.84,582462.40,191027.20,391435.20\r\nCentral America and the Caribbean,Trinidad and Tobago,Fruits,Offline,L,9/24/2013,854545199,11/9/2013,7769,9.33,6.92,72484.77,53761.48,18723.29\r\nCentral America and the Caribbean,Grenada,Personal Care,Online,M,9/26/2010,272016179,11/8/2010,4487,81.73,56.67,366722.51,254278.29,112444.22\r\nCentral America and the Caribbean,Dominican Republic,Cereal,Offline,H,10/21/2014,110442054,11/20/2014,1113,205.70,117.11,228944.10,130343.43,98600.67\r\nEurope,Monaco,Household,Offline,C,1/17/2016,746434152,2/5/2016,5308,668.27,502.54,3547177.16,2667482.32,879694.84\r\nEurope,Estonia,Vegetables,Online,L,12/27/2016,826916301,1/7/2017,1764,154.06,90.93,271761.84,160400.52,111361.32\r\nEurope,Italy,Beverages,Offline,H,8/30/2013,419124829,9/19/2013,7206,47.45,31.79,341924.70,229078.74,112845.96\r\nAsia,Malaysia,Office Supplies,Online,C,7/7/2014,560608565,8/24/2014,5387,651.21,524.96,3508068.27,2827959.52,680108.75\r\nSub-Saharan Africa,Ghana,Office Supplies,Offline,L,11/29/2013,109228837,12/7/2013,2095,651.21,524.96,1364284.95,1099791.20,264493.75\r\nMiddle East and North Africa,Pakistan,Clothes,Offline,C,1/29/2011,693159472,2/5/2011,146,109.28,35.84,15954.88,5232.64,10722.24\r\nAsia,Sri Lanka,Snacks,Offline,L,11/13/2013,860886800,11/23/2013,4390,152.58,97.44,669826.20,427761.60,242064.60\r\nEurope,Romania,Fruits,Offline,C,4/9/2012,131209647,5/3/2012,6705,9.33,6.92,62557.65,46398.60,16159.05\r\nMiddle East and North Africa,Qatar,Office Supplies,Online,H,6/28/2012,343239343,7/13/2012,1004,651.21,524.96,653814.84,527059.84,126755.00\r\nSub-Saharan Africa,Cote d'Ivoire,Clothes,Online,H,6/8/2010,706399714,7/19/2010,8228,109.28,35.84,899155.84,294891.52,604264.32\r\nMiddle East and North Africa,Egypt,Office Supplies,Online,M,8/23/2010,950427091,9/14/2010,1352,651.21,524.96,880435.92,709745.92,170690.00\r\nMiddle East and North Africa,Iran,Snacks,Offline,H,12/11/2014,875370299,12/28/2014,379,152.58,97.44,57827.82,36929.76,20898.06\r\nMiddle East and North Africa,Somalia,Clothes,Online,C,1/27/2011,801590669,3/15/2011,7347,109.28,35.84,802880.16,263316.48,539563.68\r\nMiddle East and North Africa,Syria,Personal Care,Offline,C,5/7/2014,219762027,5/28/2014,1322,81.73,56.67,108047.06,74917.74,33129.32\r\nAustralia and Oceania,Solomon Islands,Cereal,Offline,C,11/8/2010,940870702,11/21/2010,3404,205.70,117.11,700202.80,398642.44,301560.36\r\nCentral America and the Caribbean,Guatemala,Fruits,Online,M,3/30/2014,346215522,5/4/2014,1721,9.33,6.92,16056.93,11909.32,4147.61\r\nMiddle East and North Africa,Kuwait,Clothes,Offline,C,7/9/2016,837407815,7/20/2016,6436,109.28,35.84,703326.08,230666.24,472659.84\r\nMiddle East and North Africa,Jordan,Meat,Online,L,7/15/2014,386371409,7/19/2014,4741,421.89,364.69,2000180.49,1728995.29,271185.20\r\nAustralia and Oceania,Marshall Islands,Beverages,Offline,H,10/14/2013,185342633,11/24/2013,5859,47.45,31.79,278009.55,186257.61,91751.94\r\nMiddle East and North Africa,Egypt,Snacks,Offline,C,1/13/2017,596870315,2/18/2017,6045,152.58,97.44,922346.10,589024.80,333321.30\r\nEurope,Switzerland,Meat,Online,C,12/22/2012,703815782,1/7/2013,3585,421.89,364.69,1512475.65,1307413.65,205062.00\r\nAustralia and Oceania,Samoa ,Personal Care,Online,C,4/16/2010,559352862,6/4/2010,3797,81.73,56.67,310328.81,215175.99,95152.82\r\nEurope,Portugal,Cosmetics,Offline,C,2/27/2011,736967885,3/12/2011,4029,437.20,263.33,1761478.80,1060956.57,700522.23\r\nEurope,Albania,Clothes,Offline,C,1/14/2015,980459678,2/9/2015,8661,109.28,35.84,946474.08,310410.24,636063.84\r\nCentral America and the Caribbean,Dominica,Vegetables,Offline,C,11/16/2014,653939568,12/6/2014,4105,154.06,90.93,632416.30,373267.65,259148.65\r\nAustralia and Oceania,Tuvalu,Cosmetics,Online,H,1/17/2016,991831386,1/29/2016,3803,437.20,263.33,1662671.60,1001443.99,661227.61\r\nAustralia and Oceania,Marshall Islands,Cereal,Online,L,5/29/2017,148871457,7/6/2017,3227,205.70,117.11,663793.90,377913.97,285879.93\r\nEurope,Bulgaria,Fruits,Online,H,2/10/2015,850108611,2/25/2015,4884,9.33,6.92,45567.72,33797.28,11770.44\r\nSub-Saharan Africa,Niger,Office Supplies,Offline,M,12/8/2013,940904176,1/7/2014,3309,651.21,524.96,2154853.89,1737092.64,417761.25\r\nCentral America and the Caribbean,Saint Vincent and the Grenadines,Office Supplies,Offline,H,12/10/2015,136931979,12/13/2015,70,651.21,524.96,45584.70,36747.20,8837.50\r\nSub-Saharan Africa,Malawi,Beverages,Offline,L,9/4/2016,474178349,9/26/2016,8766,47.45,31.79,415946.70,278671.14,137275.56\r\nSub-Saharan Africa,Cape Verde,Personal Care,Offline,L,7/19/2016,458942115,7/29/2016,25,81.73,56.67,2043.25,1416.75,626.50\r\nCentral America and the Caribbean,Saint Vincent and the Grenadines,Beverages,Offline,C,1/9/2017,917834603,1/13/2017,6510,47.45,31.79,308899.50,206952.90,101946.60\r\nEurope,Greece,Personal Care,Offline,H,11/5/2016,947779643,12/5/2016,7913,81.73,56.67,646729.49,448429.71,198299.78\r\nEurope,Monaco,Clothes,Online,L,10/31/2015,166013562,11/26/2015,5957,109.28,35.84,650980.96,213498.88,437482.08\r\nSub-Saharan Africa,Nigeria,Beverages,Online,L,1/25/2011,960085189,2/13/2011,9397,47.45,31.79,445887.65,298730.63,147157.02\r\nEurope,Norway,Cosmetics,Offline,C,11/8/2015,837855851,11/8/2015,9020,437.20,263.33,3943544.00,2375236.60,1568307.40\r\nNorth America,Greenland,Snacks,Offline,L,6/24/2010,977499377,8/12/2010,2643,152.58,97.44,403268.94,257533.92,145735.02\r\nMiddle East and North Africa,Tunisia ,Beverages,Online,L,2/27/2014,377502095,3/3/2014,114,47.45,31.79,5409.30,3624.06,1785.24\r\nAsia,Uzbekistan,Meat,Offline,H,2/5/2013,806662833,3/27/2013,8313,421.89,364.69,3507171.57,3031667.97,475503.60\r\nCentral America and the Caribbean,Saint Kitts and Nevis ,Vegetables,Online,H,4/15/2017,954092919,5/11/2017,6152,154.06,90.93,947777.12,559401.36,388375.76\r\nCentral America and the Caribbean,Belize,Meat,Online,L,4/9/2011,479216182,4/26/2011,9572,421.89,364.69,4038331.08,3490812.68,547518.40\r\nSub-Saharan Africa,Angola,Personal Care,Online,H,12/13/2010,461768949,12/30/2010,6548,81.73,56.67,535168.04,371075.16,164092.88\r\nAsia,Bhutan,Meat,Online,C,5/13/2014,251800048,5/22/2014,2085,421.89,364.69,879640.65,760378.65,119262.00\r\nCentral America and the Caribbean,Honduras,Personal Care,Offline,L,1/16/2013,619670808,2/25/2013,3217,81.73,56.67,262925.41,182307.39,80618.02\r\nSub-Saharan Africa,South Sudan,Household,Offline,H,12/9/2010,606055057,1/23/2011,4014,668.27,502.54,2682435.78,2017195.56,665240.22\r\nAsia,Kyrgyzstan,Baby Food,Online,L,1/24/2013,671939122,2/14/2013,573,255.28,159.42,146275.44,91347.66,54927.78\r\nSub-Saharan Africa,Sao Tome and Principe,Cosmetics,Offline,M,2/25/2014,448621833,3/3/2014,6025,437.20,263.33,2634130.00,1586563.25,1047566.75\r\nSub-Saharan Africa,Madagascar,Fruits,Online,M,7/23/2017,987714517,9/11/2017,5530,9.33,6.92,51594.90,38267.60,13327.30\r\nSub-Saharan Africa,Senegal,Household,Online,H,5/7/2016,711141002,6/14/2016,1280,668.27,502.54,855385.60,643251.20,212134.40\r\nSub-Saharan Africa,Sierra Leone,Office Supplies,Online,C,3/24/2012,361137616,4/18/2012,7501,651.21,524.96,4884726.21,3937724.96,947001.25\r\nAsia,Malaysia,Household,Offline,H,10/3/2011,750253188,11/21/2011,5446,668.27,502.54,3639398.42,2736832.84,902565.58\r\nCentral America and the Caribbean,Cuba,Office Supplies,Online,C,12/22/2014,511349046,1/2/2015,8401,651.21,524.96,5470815.21,4410188.96,1060626.25\r\nSub-Saharan Africa,Zimbabwe,Personal Care,Offline,L,8/23/2011,147599017,8/28/2011,6684,81.73,56.67,546283.32,378782.28,167501.04\r\nEurope,Serbia,Beverages,Online,H,4/18/2015,682489430,5/23/2015,2644,47.45,31.79,125457.80,84052.76,41405.04\r\nAsia,Maldives,Vegetables,Offline,M,1/11/2014,509819114,2/23/2014,5660,154.06,90.93,871979.60,514663.80,357315.80\r\nEurope,Ireland,Office Supplies,Offline,M,2/27/2012,343699395,4/2/2012,7144,651.21,524.96,4652244.24,3750314.24,901930.00\r\nEurope,Romania,Clothes,Offline,L,4/4/2011,968554103,4/8/2011,5537,109.28,35.84,605083.36,198446.08,406637.28\r\nEurope,Croatia,Beverages,Online,M,12/26/2013,989119565,1/6/2014,1315,47.45,31.79,62396.75,41803.85,20592.90\r\nEurope,Albania,Vegetables,Offline,M,9/12/2012,880444610,10/31/2012,1980,154.06,90.93,305038.80,180041.40,124997.40\r\nCentral America and the Caribbean,Dominican Republic,Vegetables,Offline,L,12/19/2015,737890565,1/15/2016,7071,154.06,90.93,1089358.26,642966.03,446392.23\r\nSub-Saharan Africa,Zimbabwe,Vegetables,Online,M,6/26/2014,727131259,8/9/2014,3153,154.06,90.93,485751.18,286702.29,199048.89\r\nSub-Saharan Africa,Ghana,Office Supplies,Offline,L,3/2/2015,634153020,3/11/2015,8826,651.21,524.96,5747579.46,4633296.96,1114282.50\r\nAsia,Laos,Beverages,Online,H,8/17/2014,315254676,9/8/2014,9719,47.45,31.79,461166.55,308967.01,152199.54\r\nCentral America and the Caribbean,Panama,Personal Care,Offline,M,7/19/2010,147047555,9/3/2010,3494,81.73,56.67,285564.62,198004.98,87559.64\r\nSub-Saharan Africa,Angola,Household,Online,L,1/14/2013,576455485,2/13/2013,4843,668.27,502.54,3236431.61,2433801.22,802630.39\r\nMiddle East and North Africa,Syria,Snacks,Offline,L,7/19/2010,770714795,8/26/2010,490,152.58,97.44,74764.20,47745.60,27018.60\r\nSub-Saharan Africa,Sierra Leone,Cosmetics,Offline,H,7/11/2011,867374312,8/3/2011,4189,437.20,263.33,1831430.80,1103089.37,728341.43\r\nSub-Saharan Africa,Uganda,Fruits,Online,L,5/4/2010,624295365,6/23/2010,1727,9.33,6.92,16112.91,11950.84,4162.07\r\nAsia,Taiwan,Clothes,Offline,M,10/13/2013,769651782,11/3/2013,5921,109.28,35.84,647046.88,212208.64,434838.24\r\nMiddle East and North Africa,Azerbaijan,Vegetables,Online,C,7/27/2014,751929891,8/1/2014,1619,154.06,90.93,249423.14,147215.67,102207.47\r\nAsia,Maldives,Office Supplies,Online,H,4/4/2010,989928519,4/11/2010,702,651.21,524.96,457149.42,368521.92,88627.50\r\nSub-Saharan Africa,Mauritania,Meat,Offline,H,8/17/2014,622758996,10/1/2014,7081,421.89,364.69,2987403.09,2582369.89,405033.20\r\nSub-Saharan Africa,Burundi,Baby Food,Online,H,1/4/2016,659845149,1/29/2016,1698,255.28,159.42,433465.44,270695.16,162770.28\r\nSub-Saharan Africa,Zambia,Baby Food,Offline,H,5/17/2011,830923306,6/5/2011,7526,255.28,159.42,1921237.28,1199794.92,721442.36\r\nAsia,Singapore,Beverages,Offline,L,2/12/2010,936042296,3/17/2010,4571,47.45,31.79,216893.95,145312.09,71581.86\r\nSub-Saharan Africa,Ghana,Household,Online,L,2/17/2015,395563447,3/30/2015,4869,668.27,502.54,3253806.63,2446867.26,806939.37\r\nSub-Saharan Africa,Guinea,Meat,Offline,M,6/7/2011,500160586,6/7/2011,7487,421.89,364.69,3158690.43,2730434.03,428256.40\r\nSub-Saharan Africa,Zambia,Fruits,Online,L,5/26/2015,360820043,7/2/2015,3524,9.33,6.92,32878.92,24386.08,8492.84\r\nEurope,Georgia,Snacks,Online,C,5/24/2010,958840644,6/2/2010,1109,152.58,97.44,169211.22,108060.96,61150.26\r\nMiddle East and North Africa,Bahrain,Baby Food,Online,M,2/21/2011,195833718,4/7/2011,404,255.28,159.42,103133.12,64405.68,38727.44\r\nSub-Saharan Africa,Lesotho,Personal Care,Offline,M,6/28/2014,543723094,7/2/2014,8601,81.73,56.67,702959.73,487418.67,215541.06\r\nCentral America and the Caribbean,Barbados,Cosmetics,Offline,H,10/15/2010,494745099,10/30/2010,4924,437.20,263.33,2152772.80,1296636.92,856135.88\r\nMiddle East and North Africa,Saudi Arabia,Vegetables,Online,H,5/18/2010,411448562,6/30/2010,5628,154.06,90.93,867049.68,511754.04,355295.64\r\nEurope,Macedonia,Personal Care,Offline,H,2/2/2017,276694810,2/16/2017,8998,81.73,56.67,735406.54,509916.66,225489.88\r\nAsia,Turkmenistan,Office Supplies,Offline,M,11/24/2016,143657672,1/8/2017,352,651.21,524.96,229225.92,184785.92,44440.00\r\nEurope,Albania,Baby Food,Online,L,12/23/2011,585823476,1/6/2012,7040,255.28,159.42,1797171.20,1122316.80,674854.40\r\nMiddle East and North Africa,Afghanistan,Clothes,Online,C,12/5/2016,446991050,1/16/2017,3440,109.28,35.84,375923.20,123289.60,252633.60\r\nAustralia and Oceania,Kiribati,Clothes,Offline,M,2/16/2017,891271722,2/22/2017,5963,109.28,35.84,651636.64,213713.92,437922.72\r\nMiddle East and North Africa,Morocco,Cosmetics,Online,C,5/18/2010,453089320,6/16/2010,8053,437.20,263.33,3520771.60,2120596.49,1400175.11\r\nEurope,Norway,Baby Food,Offline,L,9/7/2010,887180173,10/18/2010,5183,255.28,159.42,1323116.24,826273.86,496842.38\r\nEurope,Sweden,Cosmetics,Online,L,3/12/2014,418593108,3/25/2014,9858,437.20,263.33,4309917.60,2595907.14,1714010.46\r\nAsia,Tajikistan,Personal Care,Online,M,7/16/2010,492689454,8/16/2010,6613,81.73,56.67,540480.49,374758.71,165721.78\r\nEurope,Netherlands,Cosmetics,Online,M,12/5/2016,825143039,12/20/2016,7017,437.20,263.33,3067832.40,1847786.61,1220045.79\r\nEurope,Spain,Vegetables,Online,L,10/8/2013,751940190,10/10/2013,4667,154.06,90.93,718998.02,424370.31,294627.71\r\nSub-Saharan Africa,Chad,Baby Food,Offline,H,8/9/2016,579379737,8/26/2016,194,255.28,159.42,49524.32,30927.48,18596.84\r\nEurope,Ireland,Meat,Online,C,10/6/2011,234073007,11/20/2011,6259,421.89,364.69,2640609.51,2282594.71,358014.80\r\nMiddle East and North Africa,Pakistan,Meat,Online,C,2/17/2013,612943828,3/1/2013,2554,421.89,364.69,1077507.06,931418.26,146088.80\r\nSub-Saharan Africa,Mozambique,Fruits,Online,C,12/14/2012,433228528,12/21/2012,804,9.33,6.92,7501.32,5563.68,1937.64\r\nMiddle East and North Africa,Bahrain,Fruits,Online,L,11/20/2015,282475936,11/28/2015,9762,9.33,6.92,91079.46,67553.04,23526.42\r\nAsia,Tajikistan,Meat,Online,M,7/7/2012,368547379,7/12/2012,214,421.89,364.69,90284.46,78043.66,12240.80\r\nAustralia and Oceania,New Zealand,Meat,Offline,H,6/2/2013,969616687,6/28/2013,9980,421.89,364.69,4210462.20,3639606.20,570856.00\r\nSub-Saharan Africa,Niger,Baby Food,Online,L,2/4/2015,184170186,2/17/2015,8906,255.28,159.42,2273523.68,1419794.52,853729.16\r\nEurope,Armenia,Fruits,Online,C,4/28/2011,681006705,6/14/2011,3872,9.33,6.92,36125.76,26794.24,9331.52\r\nSub-Saharan Africa,Gabon,Baby Food,Online,L,2/1/2012,249237573,2/21/2012,3791,255.28,159.42,967766.48,604361.22,363405.26\r\nAsia,Kyrgyzstan,Vegetables,Offline,H,1/29/2017,348286616,2/13/2017,4604,154.06,90.93,709292.24,418641.72,290650.52\r\nAustralia and Oceania,Fiji,Clothes,Offline,L,12/1/2011,257890164,12/29/2011,4285,109.28,35.84,468264.80,153574.40,314690.40\r\nEurope,Romania,Cosmetics,Online,H,5/8/2017,228097045,6/17/2017,7839,437.20,263.33,3427210.80,2064243.87,1362966.93\r\nSub-Saharan Africa,Botswana,Cereal,Online,C,5/3/2017,129268586,6/21/2017,2302,205.70,117.11,473521.40,269587.22,203934.18\r\nAustralia and Oceania,Fiji,Cosmetics,Online,M,10/31/2015,802078616,12/9/2015,1741,437.20,263.33,761165.20,458457.53,302707.67\r\nEurope,Vatican City,Clothes,Offline,C,4/11/2010,907513463,4/19/2010,2256,109.28,35.84,246535.68,80855.04,165680.64\r\nAsia,Thailand,Vegetables,Online,L,7/17/2010,976871955,8/31/2010,6975,154.06,90.93,1074568.50,634236.75,440331.75\r\nEurope,Belarus,Cereal,Offline,C,5/31/2012,261765420,7/17/2012,1060,205.70,117.11,218042.00,124136.60,93905.40\r\nAustralia and Oceania,Solomon Islands,Vegetables,Offline,L,7/15/2016,784117686,7/17/2016,6703,154.06,90.93,1032664.18,609503.79,423160.39\r\nAsia,China,Cosmetics,Offline,M,1/14/2017,586165082,1/27/2017,8128,437.20,263.33,3553561.60,2140346.24,1413215.36\r\nSub-Saharan Africa,Angola,Snacks,Online,C,11/26/2012,480456435,12/16/2012,6591,152.58,97.44,1005654.78,642227.04,363427.74\r\nAsia,Cambodia,Cereal,Online,L,10/3/2011,899853074,10/26/2011,5376,205.70,117.11,1105843.20,629583.36,476259.84\r\nCentral America and the Caribbean,Guatemala,Baby Food,Offline,L,11/30/2010,547528827,12/15/2010,4802,255.28,159.42,1225854.56,765534.84,460319.72\r\nSub-Saharan Africa,Namibia,Vegetables,Online,L,5/8/2016,446970021,5/9/2016,7217,154.06,90.93,1111851.02,656241.81,455609.21\r\nEurope,Serbia,Beverages,Offline,H,2/27/2016,791975486,3/20/2016,2001,47.45,31.79,94947.45,63611.79,31335.66\r\nMiddle East and North Africa,Turkey,Vegetables,Offline,M,8/24/2014,496656548,9/29/2014,564,154.06,90.93,86889.84,51284.52,35605.32\r\nMiddle East and North Africa,Pakistan,Vegetables,Offline,C,5/26/2013,345437037,6/30/2013,1351,154.06,90.93,208135.06,122846.43,85288.63\r\nEurope,Georgia,Vegetables,Offline,H,1/26/2015,743053281,2/23/2015,4833,154.06,90.93,744571.98,439464.69,305107.29\r\nAustralia and Oceania,Vanuatu,Snacks,Offline,L,1/7/2012,364554107,1/18/2012,8516,152.58,97.44,1299371.28,829799.04,469572.24\r\nEurope,Luxembourg,Cosmetics,Online,H,10/21/2012,205300843,12/3/2012,1937,437.20,263.33,846856.40,510070.21,336786.19\r\nMiddle East and North Africa,Saudi Arabia,Household,Online,M,9/16/2015,430967319,10/5/2015,1661,668.27,502.54,1109996.47,834718.94,275277.53\r\nAustralia and Oceania,Vanuatu,Meat,Offline,H,6/28/2012,827539861,7/1/2012,6289,421.89,364.69,2653266.21,2293535.41,359730.80\r\nCentral America and the Caribbean,Haiti,Snacks,Offline,H,12/2/2014,351317298,1/14/2015,1450,152.58,97.44,221241.00,141288.00,79953.00\r\nSub-Saharan Africa,Tanzania,Household,Offline,C,2/4/2013,278910958,2/4/2013,4805,668.27,502.54,3211037.35,2414704.70,796332.65\r\nAsia,North Korea,Cosmetics,Offline,C,2/17/2017,157244670,3/15/2017,1047,437.20,263.33,457748.40,275706.51,182041.89\r\nMiddle East and North Africa,Bahrain,Beverages,Online,L,6/24/2015,953554761,7/28/2015,6899,47.45,31.79,327357.55,219319.21,108038.34\r\nSub-Saharan Africa,Cote d'Ivoire,Cereal,Online,L,7/30/2016,105390059,8/25/2016,6115,205.70,117.11,1257855.50,716127.65,541727.85\r\nAsia,Singapore,Cosmetics,Offline,L,10/23/2014,970611894,11/10/2014,4483,437.20,263.33,1959967.60,1180508.39,779459.21\r\nAsia,Malaysia,Baby Food,Offline,M,12/16/2016,677394092,12/29/2016,4820,255.28,159.42,1230449.60,768404.40,462045.20\r\nEurope,Albania,Baby Food,Online,L,9/28/2015,474222981,10/26/2015,1973,255.28,159.42,503667.44,314535.66,189131.78\r\nSub-Saharan Africa,Gabon,Snacks,Online,L,4/16/2016,779897391,5/5/2016,7824,152.58,97.44,1193785.92,762370.56,431415.36\r\nEurope,Poland,Snacks,Offline,L,3/27/2017,733528649,3/30/2017,6283,152.58,97.44,958660.14,612215.52,346444.62\r\nSub-Saharan Africa,Chad,Office Supplies,Online,H,6/25/2014,444540584,8/2/2014,8292,651.21,524.96,5399833.32,4352968.32,1046865.00\r\nSub-Saharan Africa,Republic of the Congo,Clothes,Online,H,7/29/2012,542669522,9/11/2012,6826,109.28,35.84,745945.28,244643.84,501301.44\r\nAsia,Philippines,Fruits,Offline,L,5/4/2013,827964293,6/1/2013,1888,9.33,6.92,17615.04,13064.96,4550.08\r\nEurope,France,Snacks,Offline,M,2/2/2012,720786225,2/15/2012,5516,152.58,97.44,841631.28,537479.04,304152.24\r\nEurope,Germany,Household,Offline,H,7/24/2016,611809146,8/1/2016,6777,668.27,502.54,4528865.79,3405713.58,1123152.21\r\nSub-Saharan Africa,Uganda,Personal Care,Online,M,11/4/2012,512019383,12/12/2012,6769,81.73,56.67,553230.37,383599.23,169631.14\r\nMiddle East and North Africa,Bahrain,Personal Care,Online,C,8/5/2014,502715766,8/17/2014,3621,81.73,56.67,295944.33,205202.07,90742.26\r\nMiddle East and North Africa,Jordan,Office Supplies,Offline,M,10/22/2013,285509622,10/28/2013,7497,651.21,524.96,4882121.37,3935625.12,946496.25\r\nEurope,Montenegro,Beverages,Offline,L,12/1/2014,532324779,1/3/2015,5586,47.45,31.79,265055.70,177578.94,87476.76\r\nMiddle East and North Africa,Tunisia ,Personal Care,Offline,H,11/2/2015,635397565,11/21/2015,7114,81.73,56.67,581427.22,403150.38,178276.84\r\nEurope,Germany,Cereal,Offline,M,10/7/2011,957276809,11/4/2011,8335,205.70,117.11,1714509.50,976111.85,738397.65\r\nEurope,Italy,Snacks,Online,L,2/9/2014,580823838,3/21/2014,7536,152.58,97.44,1149842.88,734307.84,415535.04\r\nEurope,France,Office Supplies,Offline,H,5/29/2016,459212481,6/16/2016,33,651.21,524.96,21489.93,17323.68,4166.25\r\nMiddle East and North Africa,Algeria,Baby Food,Online,L,4/8/2013,265929067,5/23/2013,3175,255.28,159.42,810514.00,506158.50,304355.50\r\nAsia,Myanmar,Beverages,Online,H,9/20/2011,644772422,10/26/2011,1343,47.45,31.79,63725.35,42693.97,21031.38\r\nEurope,France,Vegetables,Offline,C,4/12/2012,959853875,5/4/2012,947,154.06,90.93,145894.82,86110.71,59784.11\r\nEurope,Spain,Vegetables,Online,C,10/2/2012,645597255,10/25/2012,5429,154.06,90.93,836391.74,493658.97,342732.77\r\nAsia,Cambodia,Baby Food,Offline,C,1/2/2012,556738889,1/25/2012,264,255.28,159.42,67393.92,42086.88,25307.04\r\nSub-Saharan Africa,The Gambia,Vegetables,Online,M,9/30/2013,718327605,11/10/2013,7956,154.06,90.93,1225701.36,723439.08,502262.28\r\nEurope,Russia,Baby Food,Offline,L,3/10/2015,775724732,3/20/2015,3041,255.28,159.42,776306.48,484796.22,291510.26\r\nEurope,Belarus,Baby Food,Offline,H,10/26/2010,444604098,10/31/2010,7088,255.28,159.42,1809424.64,1129968.96,679455.68\r\nMiddle East and North Africa,Turkey,Beverages,Online,C,5/2/2011,860952031,5/13/2011,3693,47.45,31.79,175232.85,117400.47,57832.38\r\nSub-Saharan Africa,Kenya,Meat,Offline,C,2/19/2017,531067359,2/20/2017,3488,421.89,364.69,1471552.32,1272038.72,199513.60\r\nMiddle East and North Africa,Iran,Cosmetics,Offline,M,7/20/2014,281561410,8/2/2014,9133,437.20,263.33,3992947.60,2404992.89,1587954.71\r\nAsia,Vietnam,Personal Care,Offline,L,6/18/2017,109358012,7/10/2017,321,81.73,56.67,26235.33,18191.07,8044.26\r\nEurope,Albania,Beverages,Online,L,7/19/2010,531693494,8/6/2010,8775,47.45,31.79,416373.75,278957.25,137416.50\r\nCentral America and the Caribbean,Antigua and Barbuda ,Clothes,Offline,C,8/9/2013,336116683,9/4/2013,3251,109.28,35.84,355269.28,116515.84,238753.44\r\nSub-Saharan Africa,Senegal,Cereal,Offline,M,3/23/2017,630488908,4/30/2017,4534,205.70,117.11,932643.80,530976.74,401667.06\r\nEurope,Netherlands,Fruits,Online,L,10/31/2016,792983996,12/2/2016,441,9.33,6.92,4114.53,3051.72,1062.81\r\nEurope,Russia,Fruits,Online,C,7/3/2016,722088277,7/3/2016,822,9.33,6.92,7669.26,5688.24,1981.02\r\nEurope,Slovakia,Cosmetics,Online,H,1/7/2010,386600577,1/29/2010,2557,437.20,263.33,1117920.40,673334.81,444585.59\r\nAustralia and Oceania,East Timor,Beverages,Offline,L,12/6/2014,275632226,1/18/2015,4556,47.45,31.79,216182.20,144835.24,71346.96\r\nCentral America and the Caribbean,Haiti,Vegetables,Offline,H,10/16/2015,948607051,11/27/2015,2761,154.06,90.93,425359.66,251057.73,174301.93\r\nMiddle East and North Africa,Yemen,Cereal,Online,H,5/10/2013,785261380,5/26/2013,5147,205.70,117.11,1058737.90,602765.17,455972.73\r\nAustralia and Oceania,Tuvalu,Cereal,Online,C,3/27/2013,935644042,5/15/2013,6719,205.70,117.11,1382098.30,786862.09,595236.21\r\nSub-Saharan Africa,Liberia,Snacks,Offline,M,7/13/2014,370116364,8/17/2014,4512,152.58,97.44,688440.96,439649.28,248791.68\r\nAsia,North Korea,Beverages,Online,C,8/16/2013,829352176,8/26/2013,2594,47.45,31.79,123085.30,82463.26,40622.04\r\nAsia,North Korea,Household,Online,M,7/14/2015,974337804,8/7/2015,7063,668.27,502.54,4719991.01,3549440.02,1170550.99\r\nEurope,Romania,Household,Online,H,12/23/2014,436372077,1/3/2015,1050,668.27,502.54,701683.50,527667.00,174016.50\r\nSub-Saharan Africa,Sao Tome and Principe,Cereal,Offline,M,4/27/2015,267066323,5/19/2015,9715,205.70,117.11,1998375.50,1137723.65,860651.85\r\nMiddle East and North Africa,Bahrain,Fruits,Online,M,3/14/2017,688344371,4/28/2017,5251,9.33,6.92,48991.83,36336.92,12654.91\r\nMiddle East and North Africa,Somalia,Cosmetics,Offline,M,10/2/2014,642442548,11/2/2014,1881,437.20,263.33,822373.20,495323.73,327049.47\r\nEurope,Cyprus,Cereal,Online,C,7/13/2014,941909682,8/1/2014,861,205.70,117.11,177107.70,100831.71,76275.99\r\nEurope,United Kingdom,Beverages,Offline,C,7/31/2016,219607102,8/13/2016,5477,47.45,31.79,259883.65,174113.83,85769.82\r\nEurope,Germany,Personal Care,Offline,H,8/30/2010,778708636,9/2/2010,6045,81.73,56.67,494057.85,342570.15,151487.70\r\nMiddle East and North Africa,Somalia,Beverages,Online,M,4/22/2010,942700612,6/6/2010,4915,47.45,31.79,233216.75,156247.85,76968.90\r\nAustralia and Oceania,New Zealand,Household,Offline,H,3/9/2011,905381858,4/8/2011,1466,668.27,502.54,979683.82,736723.64,242960.18\r\nMiddle East and North Africa,Kuwait,Meat,Online,C,1/13/2010,480863702,1/28/2010,7110,421.89,364.69,2999637.90,2592945.90,406692.00\r\nAsia,Japan,Cosmetics,Online,L,1/6/2016,453569972,2/19/2016,289,437.20,263.33,126350.80,76102.37,50248.43\r\nEurope,Norway,Baby Food,Offline,H,8/17/2016,328236997,9/10/2016,1476,255.28,159.42,376793.28,235303.92,141489.36\r\nSub-Saharan Africa,Lesotho,Personal Care,Offline,C,10/22/2011,579913604,10/23/2011,8177,81.73,56.67,668306.21,463390.59,204915.62\r\nEurope,Belgium,Cosmetics,Online,H,2/12/2010,403961122,3/20/2010,9928,437.20,263.33,4340521.60,2614340.24,1726181.36\r\nCentral America and the Caribbean,Honduras,Cosmetics,Offline,L,5/29/2017,866053378,6/22/2017,3295,437.20,263.33,1440574.00,867672.35,572901.65\r\nEurope,Austria,Household,Offline,C,4/17/2010,852176702,5/13/2010,6878,668.27,502.54,4596361.06,3456470.12,1139890.94\r\nMiddle East and North Africa,Oman,Baby Food,Online,M,9/8/2015,218629920,10/20/2015,6307,255.28,159.42,1610050.96,1005461.94,604589.02\r\nMiddle East and North Africa,Oman,Baby Food,Offline,C,2/13/2016,242024362,3/17/2016,9242,255.28,159.42,2359297.76,1473359.64,885938.12\r\nEurope,Spain,Snacks,Offline,M,2/16/2014,469283854,2/16/2014,376,152.58,97.44,57370.08,36637.44,20732.64\r\nMiddle East and North Africa,Afghanistan,Fruits,Online,C,4/22/2013,967644727,4/30/2013,6433,9.33,6.92,60019.89,44516.36,15503.53\r\nCentral America and the Caribbean,Saint Vincent and the Grenadines,Cosmetics,Offline,L,7/15/2014,974655807,7/23/2014,1167,437.20,263.33,510212.40,307306.11,202906.29\r\nEurope,Iceland,Vegetables,Online,M,3/7/2012,248178422,3/22/2012,365,154.06,90.93,56231.90,33189.45,23042.45\r\nAsia,Myanmar,Vegetables,Offline,L,1/14/2013,416386401,2/16/2013,6844,154.06,90.93,1054386.64,622324.92,432061.72\r\nEurope,Netherlands,Snacks,Offline,L,5/22/2017,927766072,6/20/2017,5453,152.58,97.44,832018.74,531340.32,300678.42\r\nEurope,Slovakia,Vegetables,Online,M,3/23/2015,401116263,3/31/2015,8071,154.06,90.93,1243418.26,733896.03,509522.23\r\nMiddle East and North Africa,Bahrain,Fruits,Offline,H,9/28/2012,675548303,11/6/2012,8610,9.33,6.92,80331.30,59581.20,20750.10\r\nSub-Saharan Africa,Lesotho,Baby Food,Online,L,6/6/2013,960486018,7/4/2013,8012,255.28,159.42,2045303.36,1277273.04,768030.32\r\nCentral America and the Caribbean,Cuba,Clothes,Offline,L,4/2/2014,985665738,5/19/2014,9250,109.28,35.84,1010840.00,331520.00,679320.00\r\nMiddle East and North Africa,Afghanistan,Clothes,Offline,C,1/13/2017,551136291,1/13/2017,2331,109.28,35.84,254731.68,83543.04,171188.64\r\nAustralia and Oceania,Vanuatu,Cereal,Online,L,2/3/2017,877259004,2/16/2017,9289,205.70,117.11,1910747.30,1087834.79,822912.51\r\nAsia,Bhutan,Beverages,Offline,M,8/5/2014,554707705,9/19/2014,9192,47.45,31.79,436160.40,292213.68,143946.72\r\nAustralia and Oceania,Palau,Cereal,Offline,L,10/6/2010,494468724,10/23/2010,3139,205.70,117.11,645692.30,367608.29,278084.01\r\nAsia,Indonesia,Personal Care,Online,H,9/10/2011,777840888,10/23/2011,9259,81.73,56.67,756738.07,524707.53,232030.54\r\nEurope,Andorra,Baby Food,Offline,C,12/12/2016,206435525,1/27/2017,7714,255.28,159.42,1969229.92,1229765.88,739464.04\r\nMiddle East and North Africa,Algeria,Office Supplies,Online,C,10/26/2015,352176463,12/5/2015,5696,651.21,524.96,3709292.16,2990172.16,719120.00\r\nAustralia and Oceania,Vanuatu,Cosmetics,Offline,C,10/14/2013,607300031,10/14/2013,2429,437.20,263.33,1061958.80,639628.57,422330.23\r\nNorth America,Mexico,Baby Food,Online,H,8/17/2013,434355056,9/28/2013,4168,255.28,159.42,1064007.04,664462.56,399544.48\r\nEurope,Macedonia,Fruits,Offline,M,8/7/2011,716202867,9/20/2011,9199,9.33,6.92,85826.67,63657.08,22169.59\r\nCentral America and the Caribbean,Panama,Personal Care,Online,H,5/22/2016,606017291,6/12/2016,2838,81.73,56.67,231949.74,160829.46,71120.28\r\nAsia,Nepal,Cereal,Offline,H,1/13/2015,677284657,1/15/2015,2436,205.70,117.11,501085.20,285279.96,215805.24\r\nAsia,Nepal,Fruits,Online,C,7/22/2014,673803794,7/29/2014,2371,9.33,6.92,22121.43,16407.32,5714.11\r\nSub-Saharan Africa,Mauritius ,Cereal,Offline,C,6/25/2015,859686028,7/10/2015,9055,205.70,117.11,1862613.50,1060431.05,802182.45\r\nSub-Saharan Africa,Sao Tome and Principe,Clothes,Online,H,8/10/2015,669355189,9/26/2015,5930,109.28,35.84,648030.40,212531.20,435499.20\r\nCentral America and the Caribbean,Saint Vincent and the Grenadines,Fruits,Offline,L,10/19/2013,957547605,11/21/2013,8470,9.33,6.92,79025.10,58612.40,20412.70\r\nAsia,Maldives,Personal Care,Online,M,10/9/2013,849312102,11/23/2013,9180,81.73,56.67,750281.40,520230.60,230050.80\r\nSub-Saharan Africa,Swaziland,Personal Care,Offline,H,9/26/2012,890010011,10/14/2012,2595,81.73,56.67,212089.35,147058.65,65030.70\r\nMiddle East and North Africa,Morocco,Cereal,Online,H,10/2/2012,795315158,10/26/2012,284,205.70,117.11,58418.80,33259.24,25159.56\r\nAsia,Maldives,Clothes,Offline,M,12/11/2016,801213872,1/28/2017,5844,109.28,35.84,638632.32,209448.96,429183.36\r\nSub-Saharan Africa,Zimbabwe,Fruits,Offline,C,7/26/2010,314004981,8/9/2010,9907,9.33,6.92,92432.31,68556.44,23875.87\r\nAsia,India,Cereal,Online,C,3/27/2010,160299813,4/6/2010,5132,205.70,117.11,1055652.40,601008.52,454643.88\r\nAsia,Tajikistan,Beverages,Offline,C,9/11/2014,337022197,9/22/2014,1212,47.45,31.79,57509.40,38529.48,18979.92\r\nSub-Saharan Africa,Lesotho,Snacks,Offline,M,3/9/2016,461408460,3/15/2016,9872,152.58,97.44,1506269.76,961927.68,544342.08\r\nAsia,Bhutan,Office Supplies,Offline,M,10/19/2011,221007430,11/10/2011,9865,651.21,524.96,6424186.65,5178730.40,1245456.25\r\nCentral America and the Caribbean,Trinidad and Tobago,Snacks,Offline,L,10/31/2014,723680436,12/20/2014,1978,152.58,97.44,301803.24,192736.32,109066.92\r\nAustralia and Oceania,Tuvalu,Fruits,Offline,L,2/23/2013,447601306,3/11/2013,4028,9.33,6.92,37581.24,27873.76,9707.48\r\nMiddle East and North Africa,Iraq,Clothes,Offline,L,10/25/2010,191256368,11/9/2010,5864,109.28,35.84,640817.92,210165.76,430652.16\r\nSub-Saharan Africa,The Gambia,Vegetables,Offline,L,10/4/2016,823444449,10/30/2016,4366,154.06,90.93,672625.96,397000.38,275625.58\r\nMiddle East and North Africa,Bahrain,Beverages,Online,C,9/4/2010,133276879,10/17/2010,8445,47.45,31.79,400715.25,268466.55,132248.70\r\nMiddle East and North Africa,Qatar,Meat,Online,H,12/22/2014,480177485,2/7/2015,4043,421.89,364.69,1705701.27,1474441.67,231259.60\r\nSub-Saharan Africa,Angola,Household,Offline,H,4/8/2015,243882596,5/11/2015,9135,668.27,502.54,6104646.45,4590702.90,1513943.55\r\nCentral America and the Caribbean,Costa Rica,Cosmetics,Online,L,3/2/2017,574441039,4/6/2017,8724,437.20,263.33,3814132.80,2297290.92,1516841.88\r\nAustralia and Oceania,Papua New Guinea,Household,Online,M,3/14/2012,442214143,5/3/2012,9847,668.27,502.54,6580454.69,4948511.38,1631943.31\r\nMiddle East and North Africa,Qatar,Clothes,Offline,C,11/22/2011,687875735,12/2/2011,6571,109.28,35.84,718078.88,235504.64,482574.24\r\nCentral America and the Caribbean,Saint Kitts and Nevis ,Clothes,Offline,H,9/8/2013,872412145,9/25/2013,4995,109.28,35.84,545853.60,179020.80,366832.80\r\nSub-Saharan Africa,Sierra Leone,Fruits,Offline,C,4/23/2012,627122199,4/29/2012,8250,9.33,6.92,76972.50,57090.00,19882.50\r\nEurope,Russia,Fruits,Online,M,2/14/2011,103617227,3/12/2011,1495,9.33,6.92,13948.35,10345.40,3602.95\r\nEurope,Lithuania,Vegetables,Offline,M,10/6/2010,423821055,10/22/2010,6923,154.06,90.93,1066557.38,629508.39,437048.99\r\nEurope,United Kingdom,Vegetables,Online,L,12/8/2012,529970014,1/3/2013,8759,154.06,90.93,1349411.54,796455.87,552955.67\r\nAsia,Indonesia,Personal Care,Offline,H,8/17/2016,334612929,10/3/2016,8256,81.73,56.67,674762.88,467867.52,206895.36\r\nAsia,Mongolia,Beverages,Offline,M,4/23/2014,270611131,5/24/2014,8702,47.45,31.79,412909.90,276636.58,136273.32\r\nMiddle East and North Africa,Egypt,Office Supplies,Online,C,11/18/2010,841138446,12/8/2010,413,651.21,524.96,268949.73,216808.48,52141.25\r\nSub-Saharan Africa,Comoros,Household,Online,M,4/22/2012,369681203,5/9/2012,5738,668.27,502.54,3834533.26,2883574.52,950958.74\r\nEurope,Slovenia,Household,Offline,M,4/5/2014,850038230,4/21/2014,4057,668.27,502.54,2711171.39,2038804.78,672366.61\r\nMiddle East and North Africa,Lebanon,Beverages,Online,M,6/21/2013,296320855,7/13/2013,6781,47.45,31.79,321758.45,215567.99,106190.46\r\nAustralia and Oceania,Australia,Cosmetics,Offline,L,7/13/2011,392952907,8/13/2011,2352,437.20,263.33,1028294.40,619352.16,408942.24\r\nCentral America and the Caribbean,Haiti,Snacks,Online,M,2/1/2011,644670712,3/21/2011,1245,152.58,97.44,189962.10,121312.80,68649.30\r\nCentral America and the Caribbean,Saint Kitts and Nevis ,Meat,Online,L,1/27/2012,626523101,2/16/2012,963,421.89,364.69,406280.07,351196.47,55083.60\r\nMiddle East and North Africa,Syria,Vegetables,Offline,M,6/24/2015,433871400,7/1/2015,1044,154.06,90.93,160838.64,94930.92,65907.72\r\nAsia,Laos,Snacks,Offline,M,1/3/2012,232389438,1/8/2012,8054,152.58,97.44,1228879.32,784781.76,444097.56\r\nCentral America and the Caribbean,Saint Kitts and Nevis ,Cereal,Offline,H,2/21/2016,708063542,3/19/2016,592,205.70,117.11,121774.40,69329.12,52445.28\r\nSub-Saharan Africa,Sudan,Vegetables,Offline,H,12/4/2016,817192542,12/22/2016,4288,154.06,90.93,660609.28,389907.84,270701.44\r\nCentral America and the Caribbean,Guatemala,Meat,Offline,H,1/16/2012,936387765,2/29/2012,6803,421.89,364.69,2870117.67,2480986.07,389131.60\r\nAsia,Brunei,Clothes,Offline,H,8/6/2011,612573039,8/9/2011,2830,109.28,35.84,309262.40,101427.20,207835.20\r\nMiddle East and North Africa,Jordan,Clothes,Online,M,8/12/2011,812984693,8/22/2011,9092,109.28,35.84,993573.76,325857.28,667716.48\r\nCentral America and the Caribbean,Panama,Meat,Offline,C,12/18/2012,775171554,1/5/2013,9344,421.89,364.69,3942140.16,3407663.36,534476.80\r\nSub-Saharan Africa,Central African Republic,Household,Online,H,1/10/2010,256994950,2/19/2010,9372,668.27,502.54,6263026.44,4709804.88,1553221.56\r\nMiddle East and North Africa,Bahrain,Beverages,Offline,M,2/28/2017,886628711,3/31/2017,1993,47.45,31.79,94567.85,63357.47,31210.38\r\nSub-Saharan Africa,Burundi,Beverages,Online,C,12/8/2011,312559163,12/16/2011,2057,47.45,31.79,97604.65,65392.03,32212.62\r\nEurope,Austria,Cereal,Online,L,8/18/2014,753585135,9/13/2014,1443,205.70,117.11,296825.10,168989.73,127835.37\r\nAustralia and Oceania,Fiji,Beverages,Offline,H,4/19/2016,448817956,4/22/2016,4062,47.45,31.79,192741.90,129130.98,63610.92\r\nAustralia and Oceania,Fiji,Clothes,Offline,M,11/6/2012,407681453,12/24/2012,856,109.28,35.84,93543.68,30679.04,62864.64\r\nEurope,Switzerland,Snacks,Online,H,5/27/2016,359911954,6/23/2016,4800,152.58,97.44,732384.00,467712.00,264672.00\r\nMiddle East and North Africa,Yemen,Office Supplies,Offline,M,8/18/2013,105558288,8/19/2013,5898,651.21,524.96,3840836.58,3096214.08,744622.50\r\nSub-Saharan Africa,Comoros,Personal Care,Offline,H,12/31/2014,864981782,2/11/2015,6186,81.73,56.67,505581.78,350560.62,155021.16\r\nSub-Saharan Africa,Democratic Republic of the Congo,Office Supplies,Online,C,2/4/2013,328856265,2/12/2013,4732,651.21,524.96,3081525.72,2484110.72,597415.00\r\nAsia,Mongolia,Clothes,Offline,H,9/23/2016,308168065,10/18/2016,2633,109.28,35.84,287734.24,94366.72,193367.52\r\nAustralia and Oceania,Palau,Household,Offline,L,11/1/2016,884216010,11/2/2016,8021,668.27,502.54,5360193.67,4030873.34,1329320.33\r\nEurope,Monaco,Snacks,Offline,M,12/27/2012,858611428,1/9/2013,1057,152.58,97.44,161277.06,102994.08,58282.98\r\nAustralia and Oceania,Fiji,Cereal,Online,L,3/10/2017,903278148,4/3/2017,8932,205.70,117.11,1837312.40,1046026.52,791285.88\r\nSub-Saharan Africa,Mali,Beverages,Online,L,3/17/2012,410452497,3/26/2012,870,47.45,31.79,41281.50,27657.30,13624.20\r\nSub-Saharan Africa,Liberia,Cereal,Offline,H,12/17/2015,642683303,1/20/2016,3126,205.70,117.11,643018.20,366085.86,276932.34\r\nEurope,Switzerland,Beverages,Offline,L,2/18/2017,682831895,3/16/2017,3987,47.45,31.79,189183.15,126746.73,62436.42\r\nAustralia and Oceania,Samoa ,Baby Food,Online,L,11/5/2016,584072101,11/5/2016,8769,255.28,159.42,2238550.32,1397953.98,840596.34\r\nAsia,Nepal,Meat,Offline,C,4/9/2017,919890248,5/18/2017,4821,421.89,364.69,2033931.69,1758170.49,275761.20\r\nMiddle East and North Africa,Azerbaijan,Snacks,Offline,C,4/18/2010,534085166,4/25/2010,6524,152.58,97.44,995431.92,635698.56,359733.36\r\nEurope,Georgia,Baby Food,Offline,H,8/1/2011,590768182,9/7/2011,288,255.28,159.42,73520.64,45912.96,27607.68\r\nMiddle East and North Africa,United Arab Emirates,Vegetables,Online,C,5/12/2011,524363124,6/28/2011,9556,154.06,90.93,1472197.36,868927.08,603270.28\r\nEurope,Finland,Household,Offline,L,1/25/2016,289606320,2/14/2016,9801,668.27,502.54,6549714.27,4925394.54,1624319.73\r\nEurope,Portugal,Cereal,Offline,C,4/10/2014,811546599,5/8/2014,3528,205.70,117.11,725709.60,413164.08,312545.52\r\n";
        this.dataSource = GetCSVData(data);
    }

    public List<string[]> GetCSVData(string data)
    {
        List<string[]> splitted = new List<string[]>();
        string[] tempString = data.Split(new[] { "\r\n", "\r", "\n" }, StringSplitOptions.None);

        foreach (string item in tempString)
        {
            if (!string.IsNullOrWhiteSpace(item))
            {
                splitted.Add(item.Split(','));
            }
        }
        return splitted;
    }
}

In the meantime, the CSV data from the local *. csv file type can also be connected to the pivot table. Here, the file can be read by the StreamReader option, which will give the result in the string form. And the resulting string needs to be converted to string array that can be assigned to the DataSource property under PivotViewDataSourceSettings.

@using Syncfusion.Blazor.PivotView
@using System;
@using System.Collections.Generic;
@using System.IO;
@using System.Net;

<SfPivotView TValue="string[]" Width="1500" Height="300">
    <PivotViewDataSourceSettings TValue="string[]" DataSource="@dataSource" ExpandAll=false EnableSorting=true Type=DataSourceType.CSV>
        <PivotViewColumns>
            <PivotViewColumn Name="Item Type"></PivotViewColumn>
            <PivotViewColumn Name="Sales Channel"></PivotViewColumn>
        </PivotViewColumns>
        <PivotViewRows>
            <PivotViewRow Name="Region"></PivotViewRow>
            <PivotViewRow Name="Country"></PivotViewRow>
        </PivotViewRows>
        <PivotViewValues>
            <PivotViewValue Name="Total Cost"></PivotViewValue>
            <PivotViewValue Name="Total Revenue"></PivotViewValue>
            <PivotViewValue Name="Total Profit"></PivotViewValue>
        </PivotViewValues>
        <PivotViewFormatSettings>
            <PivotViewFormatSetting Name="Total Cost" Format="C0" UseGrouping=true></PivotViewFormatSetting>
            <PivotViewFormatSetting Name="Total Revenue" Format="C0" UseGrouping=true></PivotViewFormatSetting>
            <PivotViewFormatSetting Name="Total Profit" Format="C0" UseGrouping=true></PivotViewFormatSetting>
        </PivotViewFormatSettings>
    </PivotViewDataSourceSettings>
    <PivotViewGridSettings ColumnWidth="120"></PivotViewGridSettings>
</SfPivotView>

@code{
    public List<string[]> dataSource { get; set; }

    protected override void OnInitialized()
    {
        // Put appropriate file path here
        string url =  AppDomain.CurrentDomain.BaseDirectory + "sales.csv";
        WebClient myWebClient = new WebClient();
        Stream myStream = myWebClient.OpenRead(url);
        StreamReader stream = new StreamReader(myStream);
        string result = stream.ReadToEnd();
        stream.Close();
        this.dataSource = GetCSVData(result);
    }

    public List<string[]> GetCSVData(string data)
    {
        List<string[]> splitted = new List<string[]>();
        string[] tempString = data.Split(new[] { "\r\n", "\r", "\n" }, StringSplitOptions.None);

        foreach (string item in tempString)
        {
            if (!string.IsNullOrWhiteSpace(item))
            {
                splitted.Add(item.Split(','));
            }
        }
        return splitted;
    }
}

Binding CSV data via remote

In-order to bind the remote CSV data, mention the endpoint Url under PivotViewDataSourceSettings property. The Url property supports both direct downloadable file (*.csv) and web service URL.

@using Syncfusion.Blazor.PivotView

<SfPivotView TValue="PivotProductDetails" Width="1500" Height="300">
    <PivotViewDataSourceSettings TValue="PivotProductDetails" ExpandAll=false EnableSorting=true Url="https://bi.syncfusion.com/productservice/api/sales" Type=DataSourceType.CSV>
        <PivotViewColumns>
            <PivotViewColumn Name="Item Type"></PivotViewColumn>
            <PivotViewColumn Name="Sales Channel"></PivotViewColumn>
        </PivotViewColumns>
        <PivotViewRows>
            <PivotViewRow Name="Region"></PivotViewRow>
            <PivotViewRow Name="Country"></PivotViewRow>
        </PivotViewRows>
        <PivotViewValues>
            <PivotViewValue Name="Total Cost"></PivotViewValue>
            <PivotViewValue Name="Total Revenue"></PivotViewValue>
            <PivotViewValue Name="Total Profit"></PivotViewValue>
        </PivotViewValues>
        <PivotViewFormatSettings>
            <PivotViewFormatSetting Name="Total Cost" Format="C0" UseGrouping=true></PivotViewFormatSetting>
            <PivotViewFormatSetting Name="Total Revenue" Format="C0" UseGrouping=true></PivotViewFormatSetting>
            <PivotViewFormatSetting Name="Total Profit" Format="C0" UseGrouping=true></PivotViewFormatSetting>
        </PivotViewFormatSettings>
    </PivotViewDataSourceSettings>
    <PivotViewGridSettings ColumnWidth="120"></PivotViewGridSettings>
</SfPivotView>

@code{
    public class PivotProductDetails
    {
        public int Quantity { get; set; }
        public double UnitPrice { get; set; }
        public string ProductName { get; set; }
        public string ShipCountry { get; set; }
        public string ShipCity { get; set; }
    }
}

Remote Data Binding

To interact with remote data source, provide the endpoint Url within SfDataManager class along with appropriate Adaptor. By default, SfDataManager uses ODataAdaptor for remote data-binding.

NOTE

When using SfDataManager for data binding then the TValue must be provided explicitly in the PivotViewDataSourceSettings class.

Binding with OData services

OData is a standardized protocol for creating and consuming data. User can retrieve data from OData service using the SfDataManager class.

@using Syncfusion.Blazor.PivotView
@using Syncfusion.Blazor.Data

<SfPivotView TValue="OrderDetails" Width="800" Height="340">
    <PivotViewDataSourceSettings TValue="OrderDetails">
        <SfDataManager Url="https://js.syncfusion.com/ejServices/Wcf/Northwind.svc/Orders"   Adaptor="Syncfusion.Blazor.Adaptors.ODataAdaptor"></SfDataManager>
        <PivotViewColumns>
            <PivotViewColumn Name="OrderDate"></PivotViewColumn>
            <PivotViewColumn Name="ShipCity"></PivotViewColumn>
        </PivotViewColumns>
        <PivotViewRows>
            <PivotViewRow Name="OrderID"></PivotViewRow>
            <PivotViewRow Name="CustomerID"></PivotViewRow>
        </PivotViewRows>
        <PivotViewValues>
            <PivotViewValue Name="Freight"></PivotViewValue>
        </PivotViewValues>
        </PivotViewDataSourceSettings>
</SfPivotView>

@code{
    public class OrderDetails
    {
        public int OrderID { get; set; }
        public string OrderDate { get; set; }
        public string CustomerID { get; set; }
        public string ShipCity { get; set; }
        public double Freight { get; set; }
    }
}

Binding with OData V4 services

The OData V4 is an improved version of OData protocols, and the SfDataManager class can be used to retrieve and consume OData V4 services. For more details on OData V4 services, refer to the OData documentation. To bind OData V4 service, use the ODataV4Adaptor.

@using Syncfusion.Blazor.PivotView
@using Syncfusion.Blazor.Data

<SfPivotView TValue="OrderDetails" Width="800" Height="340">
    <PivotViewDataSourceSettings TValue="OrderDetails">
        <SfDataManager Url="http://services.odata.org/V4/Northwind/Northwind.svc/Orders/"   Adaptor="Syncfusion.Blazor.Adaptors.ODataV4Adaptor"></SfDataManager>
        <PivotViewColumns>
            <PivotViewColumn Name="OrderDate"></PivotViewColumn>
            <PivotViewColumn Name="ShipCity"></PivotViewColumn>
        </PivotViewColumns>
        <PivotViewRows>
            <PivotViewRow Name="OrderID"></PivotViewRow>
            <PivotViewRow Name="CustomerID"></PivotViewRow>
        </PivotViewRows>
        <PivotViewValues>
            <PivotViewValue Name="Freight"></PivotViewValue>
        </PivotViewValues>
        </PivotViewDataSourceSettings>
</SfPivotView>

@code{
    public class OrderDetails
    {
        public int OrderID { get; set; }
        public string OrderDate { get; set; }
        public string CustomerID { get; set; }
        public string ShipCity { get; set; }
        public double Freight { get; set; }
    }
}

Web API

User can use WebApiAdaptor to bind the pivot table with Web API created using OData endpoint.

@using Syncfusion.Blazor.PivotView
@using Syncfusion.Blazor.Data

<SfPivotView TValue="ProductDetails">
    <PivotViewDataSourceSettings TValue="ProductDetails" ExpandAll="true" EnableSorting="true">
        <SfDataManager Url="https://bi.syncfusion.com/northwindservice/api/orders" Adaptor="Syncfusion.Blazor.Adaptors.WebApiAdaptor"></SfDataManager>
        <PivotViewColumns>
            <PivotViewColumn Name="ProductName"></PivotViewColumn>
        </PivotViewColumns>
        <PivotViewRows>
            <PivotViewRow Name="ShipCountry"></PivotViewRow>
            <PivotViewRow Name="ShipCity"></PivotViewRow>
        </PivotViewRows>
        <PivotViewValues>
            <PivotViewValue Name="Quantity" Caption="Quantity"></PivotViewValue>
            <PivotViewValue Name="UnitPrice" Caption="Unit Price"></PivotViewValue>
        </PivotViewValues>
        <PivotViewFormatSettings>
            <PivotViewFormatSetting Name="UnitPrice" Format="C"></PivotViewFormatSetting>
        </PivotViewFormatSettings>
        </PivotViewDataSourceSettings>
</SfPivotView>

@code{
    public class ProductDetails
    {
        public int Quantity { get; set; }
        public double UnitPrice { get; set; }
        public string ProductName { get; set; }
        public string ShipCountry { get; set; }
        public string ShipCity { get; set; }
    }
}

List binding

ExpandoObject

The Blazor Pivot Table supports ExpandoObject data source when the model type is unknown. This can be set in DataSource property under PivotViewDataSourceSettings class. Moreover, the data source supports all the available features in the component.

To have a quick glance on how to bind data to the Blazor Pivot Table using ExpandoObject, watch this video:

@using Syncfusion.Blazor.PivotView
@using System.Dynamic

<SfPivotView TValue="ExpandoObject" Height="560" Width="100%">
    <PivotViewDataSourceSettings DataSource="@Orders">
        <PivotViewColumns>
            <PivotViewColumn Name="OrderID"></PivotViewColumn>
        </PivotViewColumns>
        <PivotViewRows>
            <PivotViewRow Name="CustomerID"></PivotViewRow>
        </PivotViewRows>
        <PivotViewValues>
            <PivotViewValue Name="OrderDate"></PivotViewValue>
            <PivotViewValue Name="Freight" Type="SummaryTypes.Max"></PivotViewValue>
        </PivotViewValues>
    </PivotViewDataSourceSettings>
</SfPivotView>

@code{
    public List<ExpandoObject> Orders { get; set; } = new List<ExpandoObject>();

    protected override void OnInitialized()
    {
        Orders = Enumerable.Range(1, 75).Select((x) =>
        {
            dynamic d = new ExpandoObject();
            d.OrderID = 1000 + x;
            d.CustomerID = (new string[] { "ALFKI", "ANANTR", "ANTON", "BLONP", "BOLID" })[new Random().Next(5)];
            d.Freight = (new double[] { 2, 1, 4, 5, 3 })[new Random().Next(5)] * x;
            d.OrderDate = (new DateTime[] { new DateTime(2010, 11, 5), new DateTime(2018, 10, 3), new DateTime(1995, 9, 9), new DateTime(2012, 8, 2), new DateTime(2015, 4, 11) })[new Random().Next(5)];
            d.ShipCountry = (new string[] { "USA", "UK" })[new Random().Next(2)];
            d.Verified = (new bool[] { true, false })[new Random().Next(2)];

            return d;
        }).Cast<ExpandoObject>().ToList<ExpandoObject>();
    }
}

DynamicObject

The Blazor Pivot Table supports DynamicObject data source when the model type is unknown. This can be set in DataSource property under PivotViewDataSourceSettings class. Moreover, the data source supports all the available features in the component.

To have a quick glance on how to bind data to the Blazor Pivot Table using DynamicObject, watch this video:

@using Syncfusion.Blazor.PivotView
@using System.Dynamic

<SfPivotView TValue="DynamicDictionary" Height="560" Width="100%">
    <PivotViewDataSourceSettings DataSource="@Orders">
        <PivotViewColumns>
            <PivotViewColumn Name="OrderID"></PivotViewColumn>
        </PivotViewColumns>
        <PivotViewRows>
            <PivotViewRow Name="CustomerID"></PivotViewRow>
        </PivotViewRows>
        <PivotViewValues>
            <PivotViewValue Name="OrderDate"></PivotViewValue>
            <PivotViewValue Name="Freight" Type="SummaryTypes.Max"></PivotViewValue>
        </PivotViewValues>
    </PivotViewDataSourceSettings>
</SfPivotView>

@code{
    private List<string> ToolbarItems = new List<string>() { "Add", "Edit", "Delete", "Update", "Cancel" };
    public List<DynamicDictionary> Orders = new List<DynamicDictionary>() { };
    protected override void OnInitialized()
    {
        Orders = Enumerable.Range(1, 1075).Select((x) =>
        {
            dynamic d = new DynamicDictionary();
            d.OrderID = 1000 + x;
            d.CustomerID = (new string[] { "ALFKI", "ANANTR", "ANTON", "BLONP", "BOLID" })[new Random().Next(5)];
            d.Freight = (new double[] { 2, 1, 4, 5, 3 })[new Random().Next(5)] * x;
            d.OrderDate = DateTime.Now.AddDays(-x);
            return d;
        }).Cast<DynamicDictionary>().ToList<DynamicDictionary>();
    }
    public class DynamicDictionary : DynamicObject
    {
        Dictionary<string, object> dictionary = new Dictionary<string, object>();

        public override bool TryGetMember(GetMemberBinder binder, out object result)
        {
            string name = binder.Name;
            return dictionary.TryGetValue(name, out result);
        }
        public override bool TrySetMember(SetMemberBinder binder, object value)
        {
            dictionary[binder.Name] = value;
            return true;
        }

        public override System.Collections.Generic.IEnumerable<string> GetDynamicMemberNames()
        {
            return this.dictionary?.Keys;
        }
    }
}

Observable collection

This ObservableCollection(dynamic data collection) provides notifications when items added, removed and moved. The implement INotifyCollectionChanged notifies when dynamic changes of add, remove, move and clear the collection. The implement INotifyPropertyChanged notifies when property value has changed in client side.

Here, ProductDetails class implements the interface of INotifyPropertyChanged and it raises the event when Country property value was changed.

@using Syncfusion.Blazor.PivotView
@using Syncfusion.Blazor.Buttons
@using System.Collections.ObjectModel
@using System.ComponentModel

<SfButton @onclick="AddRecord">Add Data</SfButton>
<SfButton @onclick="UpdateRecord">Update Data</SfButton>
<SfButton @onclick="DeleteRecord">Delete Data</SfButton>

<SfPivotView TValue="ProductDetails">
    <PivotViewDataSourceSettings DataSource="@ObservableData">
        <PivotViewColumns>
            <PivotViewColumn Name="Year"></PivotViewColumn>
        </PivotViewColumns>
        <PivotViewRows>
            <PivotViewRow Name="Country"></PivotViewRow>
        </PivotViewRows>
        <PivotViewValues>
            <PivotViewValue Name="Price" Caption="Unit Price"></PivotViewValue>
            <PivotViewValue Name="Sold" Caption="Units Sold"></PivotViewValue>
        </PivotViewValues>
        <PivotViewFormatSettings>
            <PivotViewFormatSetting Name="Price" Format="C0"></PivotViewFormatSetting>
        </PivotViewFormatSettings>
    </PivotViewDataSourceSettings>
</SfPivotView>

@code {
    public ObservableCollection<ProductDetails> ObservableData { get; set; }
    protected override void OnInitialized()
    {
        this.ObservableData = ProductDetails.GetProductData();
    }

    public void AddRecord()
    {
        ObservableData.Add(new ProductDetails() { ProductID = "PRO-11", Year = "FY 2015", Country = "France", City = "New York", Price = 150, Sold = 50 });
    }

    public void DeleteRecord()
    {
        ObservableData.Remove(ObservableData.First());
    }

    public void UpdateRecord()
    {
        var data = ObservableData.First();
        data.Country = "Update";
    }

    public class ProductDetails : INotifyPropertyChanged
    {
        public string ProductID { get; set; }
        public string Year { get; set; }
        private string country { get; set; }
        public string Country
        {
            get { return country; }
            set
            {
                this.country = value;
                NotifyPropertyChanged("Country");
            }
        }
        public string City { get; set; }
        public double Price { get; set; }
        public DateTime Date { get; set; }
        public double Sold { get; set; }

        public event PropertyChangedEventHandler PropertyChanged;

        private void NotifyPropertyChanged(String propertyName)
        {
            if (PropertyChanged != null)
            {
                PropertyChanged(this, new PropertyChangedEventArgs(propertyName));
            }
        }

        public static ObservableCollection<ProductDetails> GetProductData()
        {
            ObservableCollection<ProductDetails> productData = new ObservableCollection<ProductDetails>();
            for (int i = 1; i <= 10; i++)
            {
                ProductDetails p = new ProductDetails
                {
                    ProductID = "PRO-" + i,
                    Year = (new string[] { "FY 2015", "FY 2016", "FY 2017", "FY 2018", "FY 2019" })[new Random().Next(5)],
                    Country = (new string[] { "France", "Italy", "Germany", "United States"})[new Random().Next(4)],
                    City = "New York",
                    Price = (3.4 * i) + 500,
                    Sold = (i * 15) + 10
                };
                productData.Add(p);
            }
            return productData;
        }
    }
}

Mapping

One can define field information like alias name (caption), data type, aggregation type, show and hide subtotals etc. using the FieldMapping property under PivotViewDataSourceSettings class. The available options are,

• Name - It is to specify the appropriate field name.
• Caption - It is to set the alias name (caption) to the specific field. Instead of actual field name, the alias name (caption) will be set in the UI of the pivot table.
• Type - It is to display values in the pivot table with appropriate aggregation such as sum, product, count, average, minimum, maximum, etc. Its default value is sum. This option is applicable only for relational data source.
• Axis - It will help to display the field in specified axis such as row/column/value/filter axis of the pivot table.
• ShowNoDataItems - It is to show all the members of a specific field to the pivot table, even if there are no data in the intersection of the row and column. The default value is false. This option is applicable only for relational data source.
• BaseField - For the aggregate types like “DifferenceFrom” or “PercentageOfDifferenceFrom” or “PercentageOfParentTotal”, selective field is assigned for comparison via this property.
• BaseItem For the aggregate types like “DifferenceFrom” or “PercentageOfDifferenceFrom” or “PercentageOfParentTotal”, selective member in a field is assigned for comparison via this property.
• ShowSubTotals - It is to show or hide sub-totals of a specific field in row and column axis of the pivot table. The default value is true.
• IsNamedSet - It is to set whether the specified field is named set or not. In general, the named set is a set of dimension members or a set expression (MDX query) to be created as a dimension in the SSAS OLAP cube itself. The default value is false and this option is applicable only for OLAP data source.
• IsCalculatedField - It is to set whether the specified field is a calculated field or not. In general, a calculated field is created from the bound data source or using simple formula with basic arithmetic operators in the pivot table. The default value is false and this option is applicable only for OLAP data source.
• ShowFilterIcon - It is to show or hide the filter icon of a specific field which will be displayed on the button of the grouping bar and field list UI. This filter icon is used to filter the members of a specified field at runtime in the pivot table. The default value is true.
• ShowSortIcon - It is to show or hide the sort icon of a specific field which will be displayed on the button of the grouping bar and field list UI. This sort icon is used to order members of a specified field either in ascending or descending at runtime. The default value is true.
• ShowRemoveIcon - It is to show or hide the remove icon of a specific field which will be displayed on the button of the grouping bar and field list UI. This remove icon is used to remove the specified field during runtime. The default value is true.
• ShowValueTypeIcon - It is to show or hide the value type icon of a specific field which will be displayed on the button of the grouping bar and field list UI. This value type icon helps to select the appropriate aggregation type to specified value field at runtime. The default value is true.
• ShowEditIcon - It is to show or hide the edit icon of a specific field which will be displayed on the button of the grouping bar and field list UI. This edit icon is used to modify caption, formula, and format of a specified calculated field at runtime. The default value is true.
• AllowDragAndDrop - It is to restrict specific field’s button from being dragged on runtime in the grouping bar and field list UI. This will prevent from altering the current report. The default value is true.
• DataType - It is to specify the type of the field like ‘string’, ‘number’, ‘datetime’, ‘date’, and ‘boolean’.

The main purpose of these mapping options is to configure each field that is not a part of the initial pivot report. Even if any field that is a part of this mapping is defined here, the value set in the initial report will have the highest preceding.

NOTE

This option is applicable only for relational data source.

@using Syncfusion.Blazor.PivotView

<SfPivotView TValue="ProductDetails" ShowGroupingBar="true" ShowFieldList="true">
    <PivotViewDataSourceSettings DataSource="@dataSource">
        <PivotViewColumns>
            <PivotViewColumn Name="Year"></PivotViewColumn>
        </PivotViewColumns>
        <PivotViewRows>
            <PivotViewRow Name="Country"></PivotViewRow>
        </PivotViewRows>
        <PivotViewValues>
            <PivotViewValue Name="Sold" Caption="Units Sold"></PivotViewValue>
        </PivotViewValues>
        <PivotViewFormatSettings>
            <PivotViewFormatSetting Name="Amount" Format="C"></PivotViewFormatSetting>
        </PivotViewFormatSettings>
        <PivotViewFieldMapping>
            <PivotViewField Name="Quarter" ShowSortIcon="false"></PivotViewField>
            <PivotViewField Name="Products" ShowFilterIcon="false" ShowRemoveIcon="false"></PivotViewField>
            <PivotViewField Name="Amount" ShowValueTypeIcon="false" Caption="Sold Amount"></PivotViewField>
        </PivotViewFieldMapping>
    </PivotViewDataSourceSettings>
</SfPivotView>

@code{
    public List<ProductDetails> dataSource { get; set; }
    protected override void OnInitialized()
    {
        this.dataSource = ProductDetails.GetProductData().ToList();
        //Bind the data source collection here. Refer "Assigning sample data to the pivot table" section in getting started for more details.
    }
}

Entity Framework

Entity Framework acts as a modern object-database mapper for .NET. This section explains how to consume data from the Microsoft SQL Server database and bind it to the pivot table component.

Create DBContext class

The first step is to create a DBContext class called OrderContext for establishing connection to a Microsoft SQL Server database.

using Microsoft.EntityFrameworkCore;
using System;
using System.Collections.Generic;
using System.Linq;
using System.Threading.Tasks;
using EFPivot.Data;

namespace EFPivot.Data
{
    public class OrderContext : DbContext
    {
        public virtual DbSet<Order> Orders { get; set; }

        protected override void OnConfiguring(DbContextOptionsBuilder optionsBuilder)
        {
            if (!optionsBuilder.IsConfigured)
            {
                // Configures the context to connect to a Microsoft SQL Serve database
                optionsBuilder.UseSqlServer(@"Data Source=(LocalDB)\MSSQLLocalDB;AttachDbFilename='D:\blazor\EFPivot\App_Data\NORTHWND.MDF';Integrated Security=True;Connect Timeout=30");
            }
        }
    }

    public class Order
    {
        [Key]
        public int? SoldAmount { get; set; }
        [Required]
        public string Year { get; set; }
        [Required]
        public string Products { get; set; }
    }
}

Create data access layer to perform data operation

Now, there is a need to create a class called OrderDataAccessLayer, which acts as data access layer to retrieve the records from the database table.

using Microsoft.EntityFrameworkCore;
using System;
using System.Collections.Generic;
using System.Linq;
using System.Threading.Tasks;
using EFPivot.Data;

namespace EFPivot.Data
{
    public class OrderDataAccessLayer
    {
        OrderContext db = new OrderContext();

        //To get all order details
        public DbSet<Order> GetAllOrders()
        {
            try
            {
                return db.Orders;
            }
            catch
            {
                throw;
            }
        }
    }
}

Creating Web API controller

A Web API controller must be created which allows the pivot table to directly consume data from the Entity Framework.

using System;
using System.Collections;
using System.Collections.Generic;
using System.Linq;
using System.Threading.Tasks;
using Microsoft.AspNetCore.Http;
using Microsoft.AspNetCore.Mvc;
using Microsoft.Extensions.Primitives;
using EFPivot.Data;

namespace EFPivot.Controller
{
    [Route("api/[controller]")]
    [ApiController]
    public class DefaultController : ControllerBase
    {
        OrderDataAccessLayer db = new OrderDataAccessLayer();
        [HttpGet]
        public object Get()
        {
            IQueryable<Order> data = db.GetAllOrders().AsQueryable();
            return new { Items = data, Count = data.Count() };
        }
    }
}

Add Web API controller services in Startup.cs

Open the Startup.cs file and add services and endpoints required for Web API controller.

using Newtonsoft.Json.Serialization;

namespace BlazorApplication
{
    public class Startup
    {
        ....
        ....
        public void ConfigureServices(IServiceCollection services)
        {
            ....
            ....
            services.AddSingleton<OrderDataAccessLayer>();

            // Adds services for controllers to the specified Microsoft.Extensions.DependencyInjection.IServiceCollection.
            services.AddControllers().AddNewtonsoftJson(options =>
            {
                options.SerializerSettings.ContractResolver = new DefaultContractResolver();
            });
        }

        public void Configure(IApplicationBuilder app, IWebHostEnvironment env)
        {
            ....
            ....
            app.UseEndpoints(endpoints =>
            {
                // Adds endpoints for controller actions to the Microsoft.AspNetCore.Routing.IEndpointRouteBuilder
                endpoints.MapDefaultControllerRoute();
                .....
                .....
            });
        }
    }
}

Configure pivot table component

Configure the pivot table to bind data either by using the DataSource property or SfDataManager class under the PivotViewDataSourceSettings class.

For instance, to bind data directly from the data access layer class OrderDataAccessLayer, assign the DataSource property to be OrderData.GetAllOrders() under PivotViewDataSourceSettings in the pivot table.

@inject OrderDataAccessLayer OrderData

@using EFPivot.Data
@using Syncfusion.Blazor.PivotView

<SfPivotView Height="340" TValue="Order">
    <PivotViewDataSourceSettings DataSource="@OrderData.GetAllOrders()" ExpandAll=false EnableSorting=true>
        <PivotViewColumns>
            <PivotViewColumn Name="Year"></PivotViewColumn>
        </PivotViewColumns>
        <PivotViewRows>
            <PivotViewRow Name="Products"></PivotViewRow>
        </PivotViewRows>
        <PivotViewValues>
            <PivotViewValue Name="SoldAmount" Caption="Sold Amount"></PivotViewValue>
        </PivotViewValues>
        <PivotViewFormatSettings>
            <PivotViewFormatSetting Name="SoldAmount" Format="C"></PivotViewFormatSetting>
        </PivotViewFormatSettings>
    </PivotViewDataSourceSettings>
</SfPivotView>

On the other hand, to configure the pivot table using Web API, provide the appropriate endpoint Url within the SfDataManager along with Adaptor type under PivotViewDataSourceSettings class. Here, there is a need to use WebApiAdaptor in-order to interact with the Web API to consume data from the Entity Framework appropriately.

@using EFPivot.Data
@using Syncfusion.Blazor
@using Syncfusion.Blazor.PivotView

<SfPivotView TValue="Order" Height="340">
    <PivotViewDataSourceSettings TValue="Order" ExpandAll=false EnableSorting=true>
        <SfDataManager Url="api/Default" Adaptor="Adaptors.WebApiAdaptor"></SfDataManager>
        <PivotViewColumns>
            <PivotViewColumn Name="Year"></PivotViewColumn>
        </PivotViewColumns>
        <PivotViewRows>
            <PivotViewRow Name="Products"></PivotViewRow>
        </PivotViewRows>
        <PivotViewValues>
            <PivotViewValue Name="SoldAmount" Caption="Sold Amount"></PivotViewValue>
        </PivotViewValues>
        <PivotViewFormatSettings>
            <PivotViewFormatSetting Name="SoldAmount" Format="C"></PivotViewFormatSetting>
        </PivotViewFormatSettings>
    </PivotViewDataSourceSettings>
</SfPivotView>

Values in row axis

By default, the value fields are plotted in column axis. To plot those fields in row axis, use the ValueAxis property by setting its value as row. By default, it holds the value column.

@using Syncfusion.Blazor.PivotView

<SfPivotView TValue="ProductDetails">
     <PivotViewDataSourceSettings DataSource="@data" ValueAxis="row">
        <PivotViewColumns>
            <PivotViewColumn Name="Year"></PivotViewColumn>
            <PivotViewColumn Name="Quarter"></PivotViewColumn>
        </PivotViewColumns>
        <PivotViewRows>
            <PivotViewRow Name="Country"></PivotViewRow>
            <PivotViewRow Name="Products"></PivotViewRow>
        </PivotViewRows>
        <PivotViewValues>
            <PivotViewValue Name="Sold" Caption="Unit Sold"></PivotViewValue>
            <PivotViewValue Name="Amount" Caption="Sold Amount"></PivotViewValue>
        </PivotViewValues>
        <PivotViewFormatSettings>
            <PivotViewFormatSetting Name="Amount" Format="C"></PivotViewFormatSetting>
        </PivotViewFormatSettings>
    </PivotViewDataSourceSettings>
</SfPivotView>

@code{
    public List<ProductDetails> data { get; set; }
    protected override void OnInitialized()
    {
        this.data = ProductDetails.GetProductData().ToList();
        //Bind the data source collection here. Refer "Assigning sample data to the pivot table" section in getting started for more details.
    }
}

Show ‘no data’ items

By default, the pivot table only shows the field item if it has data in its row or column combination. To show all items that do not have data in row and column combination in the pivot table, use the ShowNoDataItems property by setting its value to true for the desired fields. In the following code sample, rows of the “Country” and “Products” fields do not have data in all combination with “Year” and “Quarter” column field.

@using Syncfusion.Blazor.PivotView

<SfPivotView TValue="ProductDetails">
     <PivotViewDataSourceSettings DataSource="@data" ExpandAll="true">
        <PivotViewColumns>
            <PivotViewColumn Name="Year" ShowNoDataItems="true"></PivotViewColumn>
            <PivotViewColumn Name="Quarter" ShowNoDataItems="true"></PivotViewColumn>
        </PivotViewColumns>
        <PivotViewRows>
            <PivotViewRow Name="Country" ShowNoDataItems="true"></PivotViewRow>
            <PivotViewRow Name="Products" ShowNoDataItems="true"></PivotViewRow>
        </PivotViewRows>
        <PivotViewValues>
            <PivotViewValue Name="Sold" Caption="Unit Sold"></PivotViewValue>
            <PivotViewValue Name="Amount" Caption="Sold Amount"></PivotViewValue>
        </PivotViewValues>
        <PivotViewFormatSettings>
            <PivotViewFormatSetting Name="Amount" Format="C"></PivotViewFormatSetting>
        </PivotViewFormatSettings>
    </PivotViewDataSourceSettings>
</SfPivotView>

@code{
    public List<ProductDetails> data { get; set; }
    protected override void OnInitialized()
    {
        this.data = ProductDetails.GetProductData().ToList();
        //Bind the data source collection here. Refer "Assigning sample data to the pivot table" section in getting started for more details.
    }
}

Show value headers always

To show value header always in pivot table, even if it holds a single value, use the AlwaysShowValueHeader property by setting its value as true.

@using Syncfusion.Blazor.PivotView

<SfPivotView TValue="ProductDetails">
     <PivotViewDataSourceSettings DataSource="@data" AlwaysShowValueHeader="true">
        <PivotViewColumns>
            <PivotViewColumn Name="Year"></PivotViewColumn>
            <PivotViewColumn Name="Quarter"></PivotViewColumn>
        </PivotViewColumns>
        <PivotViewRows>
            <PivotViewRow Name="Country"></PivotViewRow>
            <PivotViewRow Name="Products"></PivotViewRow>
        </PivotViewRows>
        <PivotViewValues>
            <PivotViewValue Name="Amount" Caption="Sold Amount"></PivotViewValue>
        </PivotViewValues>
        <PivotViewFormatSettings>
            <PivotViewFormatSetting Name="Amount" Format="C"></PivotViewFormatSetting>
        </PivotViewFormatSettings>
    </PivotViewDataSourceSettings>
</SfPivotView>

@code{
    public List<ProductDetails> data { get; set; }
    protected override void OnInitialized()
    {
        this.data = ProductDetails.GetProductData().ToList();
        //Bind the data source collection here. Refer "Assigning sample data to the pivot table" section in getting started for more details.
    }
}

Customize empty value cells

User can show custom string in empty value cells using the EmptyCellsTextContent property in PivotViewDataSourceSettings class of the pivot table. Since the property is of string data type, user can fill empty value cells with any value like “0”, “-“, “*”, “(blank)”, etc. Its common for all value fields and can be configured through code behind.

@using Syncfusion.Blazor.PivotView

<SfPivotView TValue="ProductDetails">
    <PivotViewDataSourceSettings DataSource="@data" EmptyCellsTextContent="**" ExpandAll="true">
        <PivotViewColumns>
            <PivotViewColumn Name="Year"></PivotViewColumn>
            <PivotViewColumn Name="Quarter"></PivotViewColumn>
        </PivotViewColumns>
        <PivotViewRows>
            <PivotViewRow Name="Country"></PivotViewRow>
            <PivotViewRow Name="Products"></PivotViewRow>
        </PivotViewRows>
        <PivotViewValues>
            <PivotViewValue Name="Sold" Caption="Units Sold"></PivotViewValue>
            <PivotViewValue Name="Amount" Caption="Sold Amount"></PivotViewValue>
        </PivotViewValues>
    </PivotViewDataSourceSettings>
</SfPivotView>

@code{
    public List<ProductDetails> data { get; set; }
    protected override void OnInitialized()
    {
        this.data = ProductDetails.GetProductData().ToList();
        //Bind the data source collection here. Refer "Assigning sample data to the pivot table" section in getting started for more details.
    }
}

Event

The event OnLoad fires before initiate rendering of pivot table. It holds following parameters like DataSourceSettings, FieldsType and PivotView. In this event user can customize data source settings before initiating pivot table render module.

@using Syncfusion.Blazor.PivotView

<SfPivotView TValue="ProductDetails" ShowGroupingBar="true">
    <PivotViewDataSourceSettings DataSource="@data" EmptyCellsTextContent="**" ExpandAll="true">
        <PivotViewColumns>
            <PivotViewColumn Name="Year"></PivotViewColumn>
            <PivotViewColumn Name="Quarter"></PivotViewColumn>
        </PivotViewColumns>
        <PivotViewRows>
            <PivotViewRow Name="Country"></PivotViewRow>
            <PivotViewRow Name="Products"></PivotViewRow>
        </PivotViewRows>
        <PivotViewValues>
            <PivotViewValue Name="Sold" Caption="Units Sold"></PivotViewValue>
            <PivotViewValue Name="Amount" Caption="Sold Amount"></PivotViewValue>
        </PivotViewValues>
            <PivotViewFormatSettings>
        <PivotViewFormatSetting Name="Amount" Format="C"></PivotViewFormatSetting>
    </PivotViewFormatSettings>
        <PivotViewEvents TValue="ProductDetails" OnLoad="load"></PivotViewEvents>
    </PivotViewDataSourceSettings>
</SfPivotView>

@code{
    public List<ProductDetails> data { get; set; }
    protected override void OnInitialized()
    {
        this.data = ProductDetails.GetProductData().ToList();
        //Bind the data source collection here. Refer "Assigning sample data to the pivot table" section in getting started for more details.
    }
    public void load(LoadEventArgs<ProductDetails> args)
    {
        args.DataSourceSettings.EmptyCellsTextContent = "###";
        args.DataSourceSettings.Columns[0].Caption = "Full Year";
        args.DataSourceSettings.ExpandAll = false;
    }
}

See also

• How to convert complex data to flat data and assign it to the Blazor Pivot Table

NOTE

You can also explore our Blazor Pivot Table example to know how to render and configure the pivot table.