Summary Display Modes
Summary display modes are post-processing functions that allow you to perform additional calculations on each summary value and take into account neighboring summary values. You can use summary display modes to present pivot data from different angles.
Apply a Summary Display Mode
DevExtreme PivotGrid supports predefined summary display modes decribed below. To apply one of them, set the summaryDisplayMode property.
-
"absoluteVariation"
Calculates the absolute difference between the current and previous value in a row. Starts from the second value in the row because the first does not have a previous value. -
"percentVariation"
Same as the absolute variation, but the difference is calculated as a percentage. -
"percentOfColumnTotal"
Calculates the current value as a percentage in one of the column's intermediate totals or the column's grand total when there are no expanded rows. -
"percentOfRowTotal"
Calculates the current value as a percentage in one of the row's intermediate totals or the row's grand total when there are no expanded columns. -
"percentOfColumnGrandTotal"
Calculates the current value as a percentage in the column's grand total. -
"percentOfRowGrandTotal"
Calculates the current value as a percentage in the row's grand total. -
"percentOfGrandTotal"
Calculates the current value as a percentage in the grand total of the entire pivot grid.
If the predefined modes do not suit your needs, you can implement a custom post-processing function—calculateSummaryValue. Note that the PivotGrid ignores the summaryDisplayMode property if the calculateSummaryValue function is defined.
Change the Summary Display Mode at Runtime
In this demo, you can switch between predefined summary display modes at runtime. Right-click or long-tap the Relative Sales field in the field panel and select a mode from the invoked context menu.
To implement this functionality in your application, use the onContextMenuPreparing event handler. Within this handler, you should detect the right-clicked field. If it is a target field, change its summaryDisplayMode and optionally other properties, such as caption or format.
Feel free to share demo-related thoughts here.
If you have technical questions, please create a support ticket in the DevExpress Support Center.
If you have technical questions, please create a support ticket in the DevExpress Support Center.
Thank you!
We appreciate your feedback.
We appreciate your feedback.
var DemoApp = angular.module('DemoApp', ['dx']);
DemoApp.controller('DemoController', function DemoController($scope) {
$scope.pivotGridOptions = {
allowSortingBySummary: true,
allowSorting: true,
allowExpandAll: true,
showBorders: true,
fieldChooser: {
enabled: false
},
fieldPanel: {
showFilterFields: false,
allowFieldDragging: false,
visible: true
},
onContextMenuPreparing: function (e) {
var dataSource = e.component.getDataSource();
if (e.field && e.field.dataField === "amount") {
$.each(summaryDisplayModes, function (_, summaryDisplayMode) {
var summaryDisplayModeValue = summaryDisplayMode.value;
e.items.push({
text: summaryDisplayMode.text,
selected: e.field.summaryDisplayMode === summaryDisplayModeValue,
onItemClick: function () {
var format,
caption = summaryDisplayModeValue === "none" ? "Total Sales" : "Relative Sales";
if (summaryDisplayModeValue === "none"
|| summaryDisplayModeValue === "absoluteVariation") {
format = "currency";
}
dataSource.field(e.field.index, {
summaryDisplayMode: summaryDisplayModeValue,
format: format,
caption: caption
});
dataSource.load();
}
});
});
}
},
dataSource: {
fields: [{
caption: "Region",
width: 120,
dataField: "region",
area: "row"
}, {
caption: "City",
dataField: "city",
width: 150,
area: "row"
}, {
dataField: "date",
dataType: "date",
area: "column"
}, {
groupName: "date",
groupInterval: "year",
expanded: true
}, {
caption: "Relative Sales",
dataField: "amount",
dataType: "number",
summaryType: "sum",
area: "data",
summaryDisplayMode: "percentOfColumnGrandTotal"
}],
store: sales
}
};
var summaryDisplayModes = [
{ text: "None", value: "none" },
{ text: "Absolute Variation", value: "absoluteVariation" },
{ text: "Percent Variation", value: "percentVariation" },
{ text: "Percent of Column Total", value: "percentOfColumnTotal" },
{ text: "Percent of Row Total", value: "percentOfRowTotal" },
{ text: "Percent of Column Grand Total", value: "percentOfColumnGrandTotal" },
{ text: "Percent of Row Grand Total", value: "percentOfRowGrandTotal" },
{ text: "Percent of Grand Total", value: "percentOfGrandTotal" }
];
});
<!DOCTYPE html>
<html xmlns="http://www.w3.org/1999/xhtml" >
<head>
<title>DevExtreme Demo</title>
<meta http-equiv="X-UA-Compatible" content="IE=edge" />
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0" />
<script src="https://ajax.googleapis.com/ajax/libs/jquery/3.5.1/jquery.min.js"></script>
<script>window.jQuery || document.write(decodeURIComponent('%3Cscript src="js/jquery.min.js"%3E%3C/script%3E'))</script>
<link rel="stylesheet" type="text/css" href="https://cdn3.devexpress.com/jslib/21.1.6/css/dx.common.css" />
<link rel="stylesheet" type="text/css" href="https://cdn3.devexpress.com/jslib/21.1.6/css/dx.light.css" />
<script src="https://ajax.googleapis.com/ajax/libs/angularjs/1.3.16/angular.min.js"></script>
<script>window.angular || document.write(decodeURIComponent('%3Cscript src="js/angular.min.js"%3E%3C/script%3E'))</script>
<script src="https://cdn3.devexpress.com/jslib/21.1.6/js/dx.all.js"></script>
<script src="data.js"></script>
<link rel="stylesheet" type="text/css" href="styles.css" />
<script src="index.js"></script>
</head>
<body class="dx-viewport">
<div class="demo-container" ng-app="DemoApp" ng-controller="DemoController">
<div class="desc-container">
Right-click (or touch and hold) the "Relative Sales" field
and select an item from the appeared context menu to change the
<b>"summaryDisplayMode"</b> option.
</div>
<div id="pivotgrid" dx-pivot-grid="pivotGridOptions"></div>
</div>
</body>
</html>
.desc-container {
margin-bottom: 10px;
}
var sales = [{
"id": 10248,
"region": "North America",
"country": "United States",
"city": "New York",
"amount": 1740,
"date": "2013-01-06"
}, {
"id": 10249,
"region": "North America",
"country": "United States",
"city": "Los Angeles",
"amount": 850,
"date": "2013-01-13"
}, {
"id": 10250,
"region": "North America",
"country": "United States",
"city": "Denver",
"amount": 2235,
"date": "2013-01-07"
}, {
"id": 10251,
"region": "North America",
"country": "Canada",
"city": "Vancouver",
"amount": 1965,
"date": "2013-01-03"
}, {
"id": 10252,
"region": "North America",
"country": "Canada",
"city": "Edmonton",
"amount": 880,
"date": "2013-01-10"
}, {
"id": 10253,
"region": "South America",
"country": "Brazil",
"city": "Rio de Janeiro",
"amount": 5260,
"date": "2013-01-17"
}, {
"id": 10254,
"region": "South America",
"country": "Argentina",
"city": "Buenos Aires",
"amount": 2790,
"date": "2013-01-21"
}, {
"id": 10255,
"region": "South America",
"country": "Paraguay",
"city": "Asuncion",
"amount": 3140,
"date": "2013-01-01"
}, {
"id": 10256,
"region": "Europe",
"country": "United Kingdom",
"city": "London",
"amount": 6175,
"date": "2013-01-24"
}, {
"id": 10257,
"region": "Europe",
"country": "Germany",
"city": "Berlin",
"amount": 4575,
"date": "2013-01-11"
}, {
"id": 10258,
"region": "Europe",
"country": "Spain",
"city": "Madrid",
"amount": 3680,
"date": "2013-01-12"
}, {
"id": 10259,
"region": "Europe",
"country": "Russian Federation",
"city": "Moscow",
"amount": 2260,
"date": "2013-01-01"
}, {
"id": 10260,
"region": "Asia",
"country": "China",
"city": "Beijing",
"amount": 2910,
"date": "2013-01-26"
}, {
"id": 10261,
"region": "Asia",
"country": "Japan",
"city": "Tokyo",
"amount": 8400,
"date": "2013-01-05"
}, {
"id": 10262,
"region": "Asia",
"country": "Republic of Korea",
"city": "Seoul",
"amount": 1325,
"date": "2013-01-14"
}, {
"id": 10263,
"region": "Australia",
"country": "Australia",
"city": "Sydney",
"amount": 3920,
"date": "2013-01-05"
}, {
"id": 10264,
"region": "Australia",
"country": "Australia",
"city": "Melbourne",
"amount": 2220,
"date": "2013-01-15"
}, {
"id": 10265,
"region": "Africa",
"country": "South Africa",
"city": "Pretoria",
"amount": 940,
"date": "2013-01-01"
}, {
"id": 10266,
"region": "Africa",
"country": "Egypt",
"city": "Cairo",
"amount": 1630,
"date": "2013-01-10"
}, {
"id": 10267,
"region": "North America",
"country": "Canada",
"city": "Edmonton",
"amount": 2910,
"date": "2013-01-23"
}, {
"id": 10268,
"region": "North America",
"country": "United States",
"city": "Los Angeles",
"amount": 2600,
"date": "2013-01-14"
}, {
"id": 10269,
"region": "Europe",
"country": "Spain",
"city": "Madrid",
"amount": 4340,
"date": "2013-01-26"
}, {
"id": 10270,
"region": "Europe",
"country": "United Kingdom",
"city": "London",
"amount": 6650,
"date": "2013-01-24"
}, {
"id": 10271,
"region": "North America",
"country": "Canada",
"city": "Edmonton",
"amount": 490,
"date": "2013-01-22"
}, {
"id": 10272,
"region": "North America",
"country": "United States",
"city": "New York",
"amount": 3390,
"date": "2013-01-25"
}, {
"id": 10273,
"region": "North America",
"country": "United States",
"city": "New York",
"amount": 5160,
"date": "2013-02-20"
}, {
"id": 10274,
"region": "North America",
"country": "United States",
"city": "Los Angeles",
"amount": 5750,
"date": "2013-02-12"
}, {
"id": 10275,
"region": "North America",
"country": "United States",
"city": "Denver",
"amount": 2805,
"date": "2013-02-13"
}, {
"id": 10276,
"region": "North America",
"country": "Canada",
"city": "Vancouver",
"amount": 2505,
"date": "2013-02-09"
}, {
"id": 10277,
"region": "North America",
"country": "Canada",
"city": "Edmonton",
"amount": 930,
"date": "2013-02-04"
}, {
"id": 10278,
"region": "South America",
"country": "Brazil",
"city": "Rio de Janeiro",
"amount": 1240,
"date": "2013-02-03"
}, {
"id": 10279,
"region": "South America",
"country": "Argentina",
"city": "Buenos Aires",
"amount": 315,
"date": "2013-02-04"
}, {
"id": 10280,
"region": "South America",
"country": "Paraguay",
"city": "Asuncion",
"amount": 2870,
"date": "2013-02-18"
}, {
"id": 10281,
"region": "Europe",
"country": "United Kingdom",
"city": "London",
"amount": 5150,
"date": "2013-02-18"
}, {
"id": 10282,
"region": "Europe",
"country": "Germany",
"city": "Berlin",
"amount": 2725,
"date": "2013-02-20"
}, {
"id": 10283,
"region": "Europe",
"country": "Spain",
"city": "Madrid",
"amount": 2840,
"date": "2013-02-04"
}, {
"id": 10284,
"region": "Europe",
"country": "Russian Federation",
"city": "Moscow",
"amount": 5840,
"date": "2013-02-13"
}, {
"id": 10285,
"region": "Asia",
"country": "China",
"city": "Beijing",
"amount": 6750,
"date": "2013-02-11"
}, {
"id": 10286,
"region": "Asia",
"country": "Japan",
"city": "Tokyo",
"amount": 1200,
"date": "2013-02-03"
}, {
"id": 10287,
"region": "Asia",
"country": "Republic of Korea",
"city": "Seoul",
"amount": 4550,
"date": "2013-02-08"
}, {
"id": 10288,
"region": "Australia",
"country": "Australia",
"city": "Sydney",
"amount": 6040,
"date": "2013-02-17"
}, {
"id": 10289,
"region": "Australia",
"country": "Australia",
"city": "Melbourne",
"amount": 2205,
"date": "2013-02-08"
}, {
"id": 10290,
"region": "Africa",
"country": "South Africa",
"city": "Pretoria",
"amount": 990,
"date": "2013-02-20"
}, {
"id": 10291,
"region": "Africa",
"country": "Egypt",
"city": "Cairo",
"amount": 700,
"date": "2013-02-11"
}, {
"id": 10292,
"region": "Australia",
"country": "Australia",
"city": "Melbourne",
"amount": 2325,
"date": "2013-02-15"
}, {
"id": 10293,
"region": "South America",
"country": "Argentina",
"city": "Buenos Aires",
"amount": 930,
"date": "2013-02-21"
}, {
"id": 10294,
"region": "North America",
"country": "Canada",
"city": "Edmonton",
"amount": 1560,
"date": "2013-02-04"
}, {
"id": 10295,
"region": "North America",
"country": "United States",
"city": "New York",
"amount": 1740,
"date": "2013-03-04"
}, {
"id": 10296,
"region": "North America",
"country": "United States",
"city": "Los Angeles",
"amount": 3575,
"date": "2013-03-20"
}, {
"id": 10297,
"region": "North America",
"country": "United States",
"city": "Denver",
"amount": 4500,
"date": "2013-03-04"
}, {
"id": 10298,
"region": "North America",
"country": "Canada",
"city": "Vancouver",
"amount": 1605,
"date": "2013-03-17"
}, {
"id": 10299,
"region": "North America",
"country": "Canada",
"city": "Edmonton",
"amount": 800,
"date": "2013-03-21"
}, {
"id": 10300,
"region": "South America",
"country": "Brazil",
"city": "Rio de Janeiro",
"amount": 640,
"date": "2013-03-08"
}, {
"id": 10301,
"region": "South America",
"country": "Argentina",
"city": "Buenos Aires",
"amount": 735,
"date": "2013-03-19"
}, {
"id": 10302,
"region": "South America",
"country": "Paraguay",
"city": "Asuncion",
"amount": 2520,
"date": "2013-03-20"
}, {
"id": 10303,
"region": "Europe",
"country": "United Kingdom",
"city": "London",
"amount": 6675,
"date": "2013-03-18"
}, {
"id": 10304,
"region": "Europe",
"country": "Germany",
"city": "Berlin",
"amount": 3625,
"date": "2013-03-25"
}, {
"id": 10305,
"region": "Europe",
"country": "Spain",
"city": "Madrid",
"amount": 1200,
"date": "2013-03-07"
}, {
"id": 10306,
"region": "Europe",
"country": "Russian Federation",
"city": "Moscow",
"amount": 2000,
"date": "2013-03-07"
}, {
"id": 10307,
"region": "Asia",
"country": "China",
"city": "Beijing",
"amount": 1410,
"date": "2013-03-10"
}, {
"id": 10308,
"region": "Asia",
"country": "Japan",
"city": "Tokyo",
"amount": 2700,
"date": "2013-03-19"
}, {
"id": 10309,
"region": "Asia",
"country": "Republic of Korea",
"city": "Seoul",
"amount": 5950,
"date": "2013-03-24"
}, {
"id": 10310,
"region": "Australia",
"country": "Australia",
"city": "Sydney",
"amount": 5120,
"date": "2013-03-08"
}, {
"id": 10311,
"region": "Australia",
"country": "Australia",
"city": "Melbourne",
"amount": 1980,
"date": "2013-03-17"
}, {
"id": 10312,
"region": "Africa",
"country": "South Africa",
"city": "Pretoria",
"amount": 1110,
"date": "2013-03-08"
}, {
"id": 10313,
"region": "Africa",
"country": "Egypt",
"city": "Cairo",
"amount": 980,
"date": "2013-03-21"
}, {
"id": 10314,
"region": "Australia",
"country": "Australia",
"city": "Sydney",
"amount": 5460,
"date": "2013-03-19"
}, {
"id": 10315,
"region": "Europe",
"country": "Germany",
"city": "Berlin",
"amount": 3800,
"date": "2013-03-12"
}, {
"id": 10316,
"region": "Australia",
"country": "Australia",
"city": "Melbourne",
"amount": 2610,
"date": "2013-03-04"
}, {
"id": 10317,
"region": "Europe",
"country": "Russian Federation",
"city": "Moscow",
"amount": 3080,
"date": "2013-03-22"
}, {
"id": 10318,
"region": "Asia",
"country": "Japan",
"city": "Tokyo",
"amount": 2010,
"date": "2013-03-23"
}, {
"id": 10319,
"region": "Asia",
"country": "China",
"city": "Beijing",
"amount": 1200,
"date": "2013-03-04"
}, {
"id": 10320,
"region": "North America",
"country": "United States",
"city": "New York",
"amount": 7680,
"date": "2013-04-15"
}, {
"id": 10321,
"region": "North America",
"country": "United States",
"city": "Los Angeles",
"amount": 1325,
"date": "2013-04-07"
}, {
"id": 10322,
"region": "North America",
"country": "United States",
"city": "Denver",
"amount": 2835,
"date": "2013-04-10"
}, {
"id": 10323,
"region": "North America",
"country": "Canada",
"city": "Vancouver",
"amount": 3660,
"date": "2013-04-10"
}, {
"id": 10324,
"region": "North America",
"country": "Canada",
"city": "Edmonton",
"amount": 390,
"date": "2013-04-12"
}, {
"id": 10325,
"region": "South America",
"country": "Brazil",
"city": "Rio de Janeiro",
"amount": 4420,
"date": "2013-04-08"
}, {
"id": 10326,
"region": "South America",
"country": "Argentina",
"city": "Buenos Aires",
"amount": 1755,
"date": "2013-04-13"
}, {
"id": 10327,
"region": "South America",
"country": "Paraguay",
"city": "Asuncion",
"amount": 2580,
"date": "2013-04-15"
}, {
"id": 10328,
"region": "Europe",
"country": "United Kingdom",
"city": "London",
"amount": 850,
"date": "2013-04-01"
}, {
"id": 10329,
"region": "Europe",
"country": "Germany",
"city": "Berlin",
"amount": 2825,
"date": "2013-04-10"
}, {
"id": 10330,
"region": "Europe",
"country": "Spain",
"city": "Madrid",
"amount": 540,
"date": "2013-04-06"
}, {
"id": 10331,
"region": "Europe",
"country": "Russian Federation",
"city": "Moscow",
"amount": 1520,
"date": "2013-04-08"
}, {
"id": 10332,
"region": "Asia",
"country": "China",
"city": "Beijing",
"amount": 8760,
"date": "2013-04-26"
}, {
"id": 10333,
"region": "Asia",
"country": "Japan",
"city": "Tokyo",
"amount": 1110,
"date": "2013-04-16"
}, {
"id": 10334,
"region": "Asia",
"country": "Republic of Korea",
"city": "Seoul",
"amount": 6850,
"date": "2013-04-19"
}, {
"id": 10335,
"region": "Australia",
"country": "Australia",
"city": "Sydney",
"amount": 1940,
"date": "2013-04-23"
}, {
"id": 10336,
"region": "Australia",
"country": "Australia",
"city": "Melbourne",
"amount": 1980,
"date": "2013-04-21"
}, {
"id": 10337,
"region": "Africa",
"country": "South Africa",
"city": "Pretoria",
"amount": 3090,
"date": "2013-04-03"
}, {
"id": 10338,
"region": "Africa",
"country": "Egypt",
"city": "Cairo",
"amount": 1640,
"date": "2013-04-24"
}, {
"id": 10339,
"region": "Australia",
"country": "Australia",
"city": "Melbourne",
"amount": 3585,
"date": "2013-04-01"
}, {
"id": 10340,
"region": "North America",
"country": "Canada",
"city": "Vancouver",
"amount": 1770,
"date": "2013-04-01"
}, {
"id": 10341,
"region": "Australia",
"country": "Australia",
"city": "Melbourne",
"amount": 4005,
"date": "2013-04-04"
}, {
"id": 10342,
"region": "North America",
"country": "Canada",
"city": "Edmonton",
"amount": 2870,
"date": "2013-04-02"
}, {
"id": 10343,
"region": "North America",
"country": "Canada",
"city": "Edmonton",
"amount": 960,
"date": "2013-04-20"
}, {
"id": 10344,
"region": "North America",
"country": "United States",
"city": "New York",
"amount": 8640,
"date": "2013-05-14"
}, {
"id": 10345,
"region": "North America",
"country": "United States",
"city": "Los Angeles",
"amount": 5450,
"date": "2013-05-24"
}, {
"id": 10346,
"region": "North America",
"country": "United States",
"city": "Denver",
"amount": 2535,
"date": "2013-05-07"
}, {
"id": 10347,
"region": "North America",
"country": "Canada",
"city": "Vancouver",
"amount": 1155,
"date": "2013-05-20"
}, {
"id": 10348,
"region": "North America",
"country": "Canada",
"city": "Edmonton",
"amount": 3140,
"date": "2013-05-18"
}, {
"id": 10349,
"region": "South America",
"country": "Brazil",
"city": "Rio de Janeiro",
"amount": 2260,
"date": "2013-05-19"
}, {
"id": 10350,
"region": "South America",
"country": "Argentina",
"city": "Buenos Aires",
"amount": 1215,
"date": "2013-05-23"
}, {
"id": 10351,
"region": "South America",
"country": "Paraguay",
"city": "Asuncion",
"amount": 1210,
"date": "2013-05-08"
}, {
"id": 10352,
"region": "Europe",
"country": "United Kingdom",
"city": "London",
"amount": 875,
"date": "2013-05-25"
}, {
"id": 10353,
"region": "Europe",
"country": "Germany",
"city": "Berlin",
"amount": 5400,
"date": "2013-05-03"
}, {
"id": 10354,
"region": "Europe",
"country": "Spain",
"city": "Madrid",
"amount": 5940,
"date": "2013-05-25"
}, {
"id": 10355,
"region": "Europe",
"country": "Russian Federation",
"city": "Moscow",
"amount": 4700,
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}, {
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}, {
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}, {
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}, {
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"country": "Russian Federation",
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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"country": "Russian Federation",
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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"country": "Canada",
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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"country": "Canada",
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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"country": "Egypt",
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}, {
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}, {
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}, {
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}, {
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}, {
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"region": "North America",
"country": "Canada",
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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"country": "Russian Federation",
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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"country": "Canada",
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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"date": "2014-05-22"
}, {
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}, {
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"region": "Europe",
"country": "Russian Federation",
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}, {
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}, {
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}, {
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"region": "Asia",
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}, {
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}, {
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"country": "Australia",
"city": "Melbourne",
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}, {
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"region": "Africa",
"country": "South Africa",
"city": "Pretoria",
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}, {
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"region": "Africa",
"country": "Egypt",
"city": "Cairo",
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}, {
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"region": "Asia",
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}, {
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"region": "North America",
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}, {
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"country": "United States",
"city": "Los Angeles",
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}, {
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"country": "United States",
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}, {
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"region": "North America",
"country": "Canada",
"city": "Vancouver",
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"date": "2014-06-23"
}, {
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"country": "Canada",
"city": "Edmonton",
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"date": "2014-06-13"
}, {
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"country": "Brazil",
"city": "Rio de Janeiro",
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"date": "2014-06-08"
}, {
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"date": "2014-06-25"
}, {
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"country": "Paraguay",
"city": "Asuncion",
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"date": "2014-06-20"
}, {
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"region": "Europe",
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}, {
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"city": "Berlin",
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}, {
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"country": "Spain",
"city": "Madrid",
"amount": 2400,
"date": "2014-06-08"
}, {
"id": 10633,
"region": "Europe",
"country": "Russian Federation",
"city": "Moscow",
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"date": "2014-06-09"
}, {
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"region": "Asia",
"country": "China",
"city": "Beijing",
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"date": "2014-06-21"
}, {
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"region": "Asia",
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"date": "2014-06-03"
}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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"country": "United States",
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}, {
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"country": "Canada",
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}, {
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"country": "Canada",
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"date": "2014-08-01"
}, {
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"country": "Brazil",
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}, {
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"date": "2014-08-16"
}, {
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"country": "Paraguay",
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}, {
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}, {
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}, {
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}, {
"id": 10679,
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"country": "Russian Federation",
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
"id": 10686,
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"country": "Egypt",
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}, {
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}, {
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}, {
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}, {
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"country": "United States",
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}, {
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}, {
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"country": "Canada",
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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"region": "Europe",
"country": "Russian Federation",
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"date": "2014-09-18"
}, {
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"region": "Asia",
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}, {
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}, {
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}, {
"id": 10704,
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"date": "2014-09-19"
}, {
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"country": "Australia",
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"date": "2014-09-01"
}, {
"id": 10706,
"region": "Africa",
"country": "South Africa",
"city": "Pretoria",
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"date": "2014-09-03"
}, {
"id": 10707,
"region": "Africa",
"country": "Egypt",
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"date": "2014-09-10"
}, {
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"region": "Africa",
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"date": "2014-09-25"
}, {
"id": 10709,
"region": "Europe",
"country": "Germany",
"city": "Berlin",
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"date": "2014-09-19"
}, {
"id": 10710,
"region": "North America",
"country": "United States",
"city": "New York",
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}, {
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"region": "North America",
"country": "United States",
"city": "Los Angeles",
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}, {
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"country": "United States",
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}, {
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"region": "North America",
"country": "Canada",
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}, {
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"country": "Canada",
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"date": "2014-10-23"
}, {
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"country": "Brazil",
"city": "Rio de Janeiro",
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}, {
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"region": "South America",
"country": "Argentina",
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}, {
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}, {
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}, {
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"country": "Germany",
"city": "Berlin",
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}, {
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"country": "Spain",
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}, {
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"country": "Russian Federation",
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"date": "2014-10-24"
}, {
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"region": "Asia",
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}, {
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}, {
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"region": "Asia",
"country": "Republic of Korea",
"city": "Seoul",
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"date": "2014-10-08"
}, {
"id": 10725,
"region": "Australia",
"country": "Australia",
"city": "Sydney",
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"date": "2014-10-08"
}, {
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"country": "Australia",
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}, {
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"country": "South Africa",
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}, {
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"region": "Africa",
"country": "Egypt",
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"date": "2014-10-05"
}, {
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"country": "Paraguay",
"city": "Asuncion",
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"date": "2014-10-16"
}, {
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"country": "Japan",
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"date": "2014-10-08"
}, {
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"country": "Republic of Korea",
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"date": "2014-10-21"
}, {
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"region": "North America",
"country": "United States",
"city": "New York",
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}, {
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"country": "United States",
"city": "Los Angeles",
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"date": "2014-11-21"
}, {
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"region": "North America",
"country": "United States",
"city": "Denver",
"amount": 1920,
"date": "2014-11-24"
}, {
"id": 10735,
"region": "North America",
"country": "Canada",
"city": "Vancouver",
"amount": 765,
"date": "2014-11-24"
}, {
"id": 10736,
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"country": "Canada",
"city": "Edmonton",
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"date": "2014-11-18"
}, {
"id": 10737,
"region": "South America",
"country": "Brazil",
"city": "Rio de Janeiro",
"amount": 3500,
"date": "2014-11-25"
}, {
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"country": "Argentina",
"city": "Buenos Aires",
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"date": "2014-11-09"
}, {
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"country": "Paraguay",
"city": "Asuncion",
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"date": "2014-11-23"
}, {
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"date": "2014-11-20"
}, {
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"date": "2014-11-25"
}, {
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"date": "2014-11-15"
}, {
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"country": "Russian Federation",
"city": "Moscow",
"amount": 2820,
"date": "2014-11-13"
}, {
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"region": "Asia",
"country": "China",
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"date": "2014-11-12"
}, {
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"region": "Asia",
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"date": "2014-11-03"
}, {
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"country": "Republic of Korea",
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"date": "2014-11-23"
}, {
"id": 10747,
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"date": "2014-11-20"
}, {
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"region": "Australia",
"country": "Australia",
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"date": "2014-11-24"
}, {
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"region": "Africa",
"country": "South Africa",
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"date": "2014-11-24"
}, {
"id": 10750,
"region": "Africa",
"country": "Egypt",
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"date": "2014-11-16"
}, {
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"date": "2014-11-05"
}, {
"id": 10752,
"region": "North America",
"country": "United States",
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"date": "2014-11-07"
}, {
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"date": "2014-11-20"
}, {
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"region": "Australia",
"country": "Australia",
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"date": "2014-11-02"
}, {
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"region": "North America",
"country": "United States",
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"date": "2014-12-04"
}, {
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"region": "North America",
"country": "United States",
"city": "Los Angeles",
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"date": "2014-12-02"
}, {
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"country": "United States",
"city": "Denver",
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"date": "2014-12-07"
}, {
"id": 10758,
"region": "North America",
"country": "Canada",
"city": "Vancouver",
"amount": 1305,
"date": "2014-12-15"
}, {
"id": 10759,
"region": "North America",
"country": "Canada",
"city": "Edmonton",
"amount": 1970,
"date": "2014-12-01"
}, {
"id": 10760,
"region": "South America",
"country": "Brazil",
"city": "Rio de Janeiro",
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"date": "2014-12-18"
}, {
"id": 10761,
"region": "South America",
"country": "Argentina",
"city": "Buenos Aires",
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"date": "2014-12-22"
}, {
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"region": "South America",
"country": "Paraguay",
"city": "Asuncion",
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"date": "2014-12-12"
}, {
"id": 10763,
"region": "Europe",
"country": "United Kingdom",
"city": "London",
"amount": 2525,
"date": "2014-12-06"
}, {
"id": 10764,
"region": "Europe",
"country": "Germany",
"city": "Berlin",
"amount": 5575,
"date": "2014-12-20"
}, {
"id": 10765,
"region": "Europe",
"country": "Spain",
"city": "Madrid",
"amount": 5560,
"date": "2014-12-10"
}, {
"id": 10766,
"region": "Europe",
"country": "Russian Federation",
"city": "Moscow",
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"date": "2014-12-13"
}, {
"id": 10767,
"region": "Asia",
"country": "China",
"city": "Beijing",
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"date": "2014-12-03"
}, {
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"region": "Asia",
"country": "Japan",
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}, {
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"region": "Asia",
"country": "Republic of Korea",
"city": "Seoul",
"amount": 4000,
"date": "2014-12-12"
}, {
"id": 10770,
"region": "Australia",
"country": "Australia",
"city": "Sydney",
"amount": 5820,
"date": "2014-12-02"
}, {
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"region": "Australia",
"country": "Australia",
"city": "Melbourne",
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"date": "2014-12-12"
}, {
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"region": "Africa",
"country": "South Africa",
"city": "Pretoria",
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"date": "2014-12-01"
}, {
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"region": "Africa",
"country": "Egypt",
"city": "Cairo",
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"date": "2014-12-26"
}, {
"id": 10774,
"region": "South America",
"country": "Argentina",
"city": "Buenos Aires",
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"date": "2014-12-17"
}, {
"id": 10775,
"region": "North America",
"country": "Canada",
"city": "Edmonton",
"amount": 2990,
"date": "2014-12-15"
}, {
"id": 10776,
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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"country": "Russian Federation",
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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"country": "Egypt",
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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"date": "2015-05-07"
}];