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Created June 25, 2013 21:48
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rCharts dimple marimekko teaser
#require(devtools)
#install_github('rCharts', 'ramnathv')
require(rCharts)
#get data used by dimple for all of its examples as a first test
data <- read.delim(
"http://pmsi-alignalytics.github.io/dimple/data/example_data.tsv"
)
### eliminate . to avoid confusion in javascript
colnames(data) <- gsub("[.]","",colnames(data))
### example 13 vertical marimekko
d1 <- dPlot(
UnitSales ~ Channel,
groups = "Owner",
data = data,
type = "bar"
)
d1$xAxis(type = "addAxis", measure = "UnitSales", showPercent = TRUE)
d1$yAxis(type = "addPctAxis")
d1$legend(
x = 200,
y = 10,
width = 400,
height = 20,
horizontalAlign = "right"
)
#test with storyboard
d1$set(storyboard = "Date")
d1
This file has been truncated, but you can view the full file.
<!doctype HTML>
<meta charset = 'utf-8'>
<html>
<head>
<link rel='stylesheet' href="http://netdna.bootstrapcdn.com/bootswatch/2.3.1/cosmo/bootstrap.min.css">
<link rel="stylesheet" href="http://netdna.bootstrapcdn.com/twitter-bootstrap/2.3.1/css/bootstrap-responsive.min.css" >
<link rel='stylesheet' href="http://twitter.github.io/bootstrap/assets/js/google-code-prettify/prettify.css">
<script src='http://d3js.org/d3.v3.min.js' type='text/javascript'></script>
<script src='http://dimplejs.org/dist/dimple.v1.min.js' type='text/javascript'></script>
<style>
.rChart {
display: block
margin: auto auto;
width: 800px;
height: 400px;
}
body {
margin-top: 60px;
}
</style>
</head>
<body>
<div class='container'>
<div class='row'>
<div class='span9'>
<div id='chart13504e0c327d' class='rChart nvd3Plot dimple'></div>
<br/>
<pre><code class='r'>#require(devtools)
#install_github('rCharts', 'ramnathv')
require(rCharts)
#get data used by dimple for all of its examples as a first test
data &lt;- read.delim(
&quot;http://pmsi-alignalytics.github.io/dimple/data/example_data.tsv&quot;
)
### eliminate . to avoid confusion in javascript
colnames(data) &lt;- gsub(&quot;[.]&quot;,&quot;&quot;,colnames(data))
### example 13 vertical marimekko
d1 &lt;- dPlot(
UnitSales ~ Channel,
groups = &quot;Owner&quot;,
data = data,
type = &quot;bar&quot;
)
d1$xAxis(type = &quot;addAxis&quot;, measure = &quot;UnitSales&quot;, showPercent = TRUE)
d1$yAxis(type = &quot;addPctAxis&quot;)
d1$legend(
x = 200,
y = 10,
width = 400,
height = 20,
horizontalAlign = &quot;right&quot;
)
#test with storyboard
d1$set(storyboard = &quot;Date&quot;)
d1
</code></pre>
</div>
</div>
</div>
<script type="text/javascript">
var opts = {
"dom": "chart13504e0c327d",
"width": 800,
"height": 400,
"x": "Channel",
"y": "UnitSales",
"groups": "Owner",
"type": "bar",
"storyboard": "Date",
"id": "chart13504e0c327d"
},
data = [
{
"Date": "01/01/2011",
"Month": "Jan-11",
"Channel": "Hypermarkets",
"Owner": "Aperture",
"Brand": "Delta",
"PackSize": 12,
"PackType": "Standard",
"SKU": "Delta 12 Pack Standard",
"PriceTier": "Budget",
"UnitSales": 1765,
"SalesValue": 95444,
"Distribution": 97.25,
"CostofSales": 242.48,
"Price": 54.08,
"GrossProfit": 95202,
"IndirectCosts": 88884,
"OperatingProfit": 6317.4,
"UnitSalesMonthlyChange": 1765,
"SalesValueMonthlyChange": 95444,
"DistributionMonthlyChange": 97.25,
"CostofSalesMonthlyChange": 242.48,
"PriceMonthlyChange": 54.08,
"GrossProfitMonthlyChange": 95202,
"IndirectCostsMonthlyChange": 88884,
"OperatingProfitMonthlyChange": 6317.4
},
{
"Date": "01/01/2011",
"Month": "Jan-11",
"Channel": "Hypermarkets",
"Owner": "Aperture",
"Brand": "Eta",
"PackSize": 12,
"PackType": "Standard",
"SKU": "Eta 12 Pack Standard",
"PriceTier": "Budget",
"UnitSales": 673,
"SalesValue": 31930,
"Distribution": 13.41,
"CostofSales": 81.12,
"Price": 47.44,
"GrossProfit": 31849,
"IndirectCosts": 29735,
"OperatingProfit": 2113.7,
"UnitSalesMonthlyChange": 673,
"SalesValueMonthlyChange": 31930,
"DistributionMonthlyChange": 13.41,
"CostofSalesMonthlyChange": 81.12,
"PriceMonthlyChange": 47.44,
"GrossProfitMonthlyChange": 31849,
"IndirectCostsMonthlyChange": 29735,
"OperatingProfitMonthlyChange": 2113.7
},
{
"Date": "01/01/2011",
"Month": "Jan-11",
"Channel": "Hypermarkets",
"Owner": "Aperture",
"Brand": "Omicron",
"PackSize": 8,
"PackType": "Standard",
"SKU": "Omicron 8 Pack Standard",
"PriceTier": "Regular",
"UnitSales": 1100,
"SalesValue": 91520,
"Distribution": 99.16,
"CostofSales": 232.52,
"Price": 83.2,
"GrossProfit": 91287,
"IndirectCosts": 85230,
"OperatingProfit": 6057.1,
"UnitSalesMonthlyChange": 1100,
"SalesValueMonthlyChange": 91520,
"DistributionMonthlyChange": 99.16,
"CostofSalesMonthlyChange": 232.52,
"PriceMonthlyChange": 83.2,
"GrossProfitMonthlyChange": 91287,
"IndirectCostsMonthlyChange": 85230,
"OperatingProfitMonthlyChange": 6057.1
},
{
"Date": "01/01/2011",
"Month": "Jan-11",
"Channel": "Hypermarkets",
"Owner": "Aperture",
"Brand": "Omicron",
"PackSize": 12,
"PackType": "Deluxe",
"SKU": "Omicron 12 Pack Deluxe",
"PriceTier": "Regular",
"UnitSales": 548,
"SalesValue": 48904,
"Distribution": 89.68,
"CostofSales": 124.24,
"Price": 89.24,
"GrossProfit": 48780,
"IndirectCosts": 45543,
"OperatingProfit": 3237.2,
"UnitSalesMonthlyChange": 548,
"SalesValueMonthlyChange": 48904,
"DistributionMonthlyChange": 89.68,
"CostofSalesMonthlyChange": 124.24,
"PriceMonthlyChange": 89.24,
"GrossProfitMonthlyChange": 48780,
"IndirectCostsMonthlyChange": 45543,
"OperatingProfitMonthlyChange": 3237.2
},
{
"Date": "01/01/2011",
"Month": "Jan-11",
"Channel": "Hypermarkets",
"Owner": "Aperture",
"Brand": "Omicron",
"PackSize": 12,
"PackType": "Giftset",
"SKU": "Omicron 12 Pack Giftset",
"PriceTier": "Regular",
"UnitSales": 3307,
"SalesValue": 269467,
"Distribution": 98.19,
"CostofSales": 684.61,
"Price": 81.48,
"GrossProfit": 2.6878e+05,
"IndirectCosts": 2.5095e+05,
"OperatingProfit": 17836,
"UnitSalesMonthlyChange": 3307,
"SalesValueMonthlyChange": 269467,
"DistributionMonthlyChange": 98.19,
"CostofSalesMonthlyChange": 684.61,
"PriceMonthlyChange": 81.48,
"GrossProfitMonthlyChange": 2.6878e+05,
"IndirectCostsMonthlyChange": 2.5095e+05,
"OperatingProfitMonthlyChange": 17836
},
{
"Date": "01/01/2011",
"Month": "Jan-11",
"Channel": "Hypermarkets",
"Owner": "Aperture",
"Brand": "Omicron",
"PackSize": 12,
"PackType": "Standard",
"SKU": "Omicron 12 Pack Standard",
"PriceTier": "Regular",
"UnitSales": 9596,
"SalesValue": 662294,
"Distribution": 99.52,
"CostofSales": 1682.6,
"Price": 69.02,
"GrossProfit": 6.6061e+05,
"IndirectCosts": 6.1678e+05,
"OperatingProfit": 43836,
"UnitSalesMonthlyChange": 9596,
"SalesValueMonthlyChange": 662294,
"DistributionMonthlyChange": 99.52,
"CostofSalesMonthlyChange": 1682.6,
"PriceMonthlyChange": 69.02,
"GrossProfitMonthlyChange": 6.6061e+05,
"IndirectCostsMonthlyChange": 6.1678e+05,
"OperatingProfitMonthlyChange": 43836
},
{
"Date": "01/01/2011",
"Month": "Jan-11",
"Channel": "Hypermarkets",
"Owner": "Aperture",
"Brand": "Omicron",
"PackSize": 18,
"PackType": "Standard",
"SKU": "Omicron 18 Pack Standard",
"PriceTier": "Regular",
"UnitSales": 6629,
"SalesValue": 409612,
"Distribution": 96.28,
"CostofSales": 1040.7,
"Price": 61.79,
"GrossProfit": 4.0857e+05,
"IndirectCosts": 3.8146e+05,
"OperatingProfit": 27112,
"UnitSalesMonthlyChange": 6629,
"SalesValueMonthlyChange": 409612,
"DistributionMonthlyChange": 96.28,
"CostofSalesMonthlyChange": 1040.7,
"PriceMonthlyChange": 61.79,
"GrossProfitMonthlyChange": 4.0857e+05,
"IndirectCostsMonthlyChange": 3.8146e+05,
"OperatingProfitMonthlyChange": 27112
},
{
"Date": "01/01/2011",
"Month": "Jan-11",
"Channel": "Hypermarkets",
"Owner": "Aperture",
"Brand": "Sigma",
"PackSize": 12,
"PackType": "Giftset",
"SKU": "Sigma 12 Pack Giftset",
"PriceTier": "Premium",
"UnitSales": 695,
"SalesValue": 105748,
"Distribution": 71.18,
"CostofSales": 268.66,
"Price": 152.16,
"GrossProfit": 1.0548e+05,
"IndirectCosts": 98480,
"OperatingProfit": 6999,
"UnitSalesMonthlyChange": 695,
"SalesValueMonthlyChange": 105748,
"DistributionMonthlyChange": 71.18,
"CostofSalesMonthlyChange": 268.66,
"PriceMonthlyChange": 152.16,
"GrossProfitMonthlyChange": 1.0548e+05,
"IndirectCostsMonthlyChange": 98480,
"OperatingProfitMonthlyChange": 6999
},
{
"Date": "01/01/2011",
"Month": "Jan-11",
"Channel": "Hypermarkets",
"Owner": "Aperture",
"Brand": "Sigma",
"PackSize": 12,
"PackType": "Standard",
"SKU": "Sigma 12 Pack Standard",
"PriceTier": "Premium",
"UnitSales": 707,
"SalesValue": 101950,
"Distribution": 92.19,
"CostofSales": 259.01,
"Price": 144.2,
"GrossProfit": 1.0169e+05,
"IndirectCosts": 94943,
"OperatingProfit": 6747.6,
"UnitSalesMonthlyChange": 707,
"SalesValueMonthlyChange": 101950,
"DistributionMonthlyChange": 92.19,
"CostofSalesMonthlyChange": 259.01,
"PriceMonthlyChange": 144.2,
"GrossProfitMonthlyChange": 1.0169e+05,
"IndirectCostsMonthlyChange": 94943,
"OperatingProfitMonthlyChange": 6747.6
},
{
"Date": "01/01/2011",
"Month": "Jan-11",
"Channel": "Hypermarkets",
"Owner": "Aperture",
"Brand": "Tau",
"PackSize": 12,
"PackType": "Standard",
"SKU": "Tau 12 Pack Standard",
"PriceTier": "Regular",
"UnitSales": 1110,
"SalesValue": 70955,
"Distribution": 83.38,
"CostofSales": 180.27,
"Price": 63.92,
"GrossProfit": 70775,
"IndirectCosts": 66078,
"OperatingProfit": 4696.5,
"UnitSalesMonthlyChange": 1110,
"SalesValueMonthlyChange": 70955,
"DistributionMonthlyChange": 83.38,
"CostofSalesMonthlyChange": 180.27,
"PriceMonthlyChange": 63.92,
"GrossProfitMonthlyChange": 70775,
"IndirectCostsMonthlyChange": 66078,
"OperatingProfitMonthlyChange": 4696.5
},
{
"Date": "01/01/2011",
"Month": "Jan-11",
"Channel": "Hypermarkets",
"Owner": "Black Mesa",
"Brand": "Epsilon",
"PackSize": 12,
"PackType": "Standard",
"SKU": "Epsilon 12 Pack Standard",
"PriceTier": "Budget",
"UnitSales": 1207,
"SalesValue": 63214,
"Distribution": 82.07,
"CostofSales": 160.6,
"Price": 52.37,
"GrossProfit": 63053,
"IndirectCosts": 58870,
"OperatingProfit": 4183.8,
"UnitSalesMonthlyChange": 1207,
"SalesValueMonthlyChange": 63214,
"DistributionMonthlyChange": 82.07,
"CostofSalesMonthlyChange": 160.6,
"PriceMonthlyChange": 52.37,
"GrossProfitMonthlyChange": 63053,
"IndirectCostsMonthlyChange": 58870,
"OperatingProfitMonthlyChange": 4183.8
},
{
"Date": "01/01/2011",
"Month": "Jan-11",
"Channel": "Hypermarkets",
"Owner": "Black Mesa",
"Brand": "Iota",
"PackSize": 12,
"PackType": "Giftset",
"SKU": "Iota 12 Pack Giftset",
"PriceTier": "Regular",
"UnitSales": 610,
"SalesValue": 55730,
"Distribution": 93.91,
"CostofSales": 141.59,
"Price": 91.36,
"GrossProfit": 55588,
"IndirectCosts": 51900,
"OperatingProfit": 3688.8,
"UnitSalesMonthlyChange": 610,
"SalesValueMonthlyChange": 55730,
"DistributionMonthlyChange": 93.91,
"CostofSalesMonthlyChange": 141.59,
"PriceMonthlyChange": 91.36,
"GrossProfitMonthlyChange": 55588,
"IndirectCostsMonthlyChange": 51900,
"OperatingProfitMonthlyChange": 3688.8
},
{
"Date": "01/01/2011",
"Month": "Jan-11",
"Channel": "Hypermarkets",
"Owner": "Black Mesa",
"Brand": "Iota",
"PackSize": 12,
"PackType": "Standard",
"SKU": "Iota 12 Pack Standard",
"PriceTier": "Regular",
"UnitSales": 1096,
"SalesValue": 90079,
"Distribution": 95.69,
"CostofSales": 228.85,
"Price": 82.19,
"GrossProfit": 89850,
"IndirectCosts": 83888,
"OperatingProfit": 5962.5,
"UnitSalesMonthlyChange": 1096,
"SalesValueMonthlyChange": 90079,
"DistributionMonthlyChange": 95.69,
"CostofSalesMonthlyChange": 228.85,
"PriceMonthlyChange": 82.19,
"GrossProfitMonthlyChange": 89850,
"IndirectCostsMonthlyChange": 83888,
"OperatingProfitMonthlyChange": 5962.5
},
{
"Date": "01/01/2011",
"Month": "Jan-11",
"Channel": "Hypermarkets",
"Owner": "Black Mesa",
"Brand": "Lambda",
"PackSize": 8,
"PackType": "Standard",
"SKU": "Lambda 8 Pack Standard",
"PriceTier": "Budget",
"UnitSales": 469,
"SalesValue": 30940,
"Distribution": 73.82,
"CostofSales": 78.61,
"Price": 65.97,
"GrossProfit": 30861,
"IndirectCosts": 28814,
"OperatingProfit": 2047.7,
"UnitSalesMonthlyChange": 469,
"SalesValueMonthlyChange": 30940,
"DistributionMonthlyChange": 73.82,
"CostofSalesMonthlyChange": 78.61,
"PriceMonthlyChange": 65.97,
"GrossProfitMonthlyChange": 30861,
"IndirectCostsMonthlyChange": 28814,
"OperatingProfitMonthlyChange": 2047.7
},
{
"Date": "01/01/2011",
"Month": "Jan-11",
"Channel": "Hypermarkets",
"Owner": "Black Mesa",
"Brand": "Lambda",
"PackSize": 12,
"PackType": "Standard",
"SKU": "Lambda 12 Pack Standard",
"PriceTier": "Budget",
"UnitSales": 2948,
"SalesValue": 168473,
"Distribution": 99.48,
"CostofSales": 428.02,
"Price": 57.15,
"GrossProfit": 1.6804e+05,
"IndirectCosts": 1.5689e+05,
"OperatingProfit": 11150,
"UnitSalesMonthlyChange": 2948,
"SalesValueMonthlyChange": 168473,
"DistributionMonthlyChange": 99.48,
"CostofSalesMonthlyChange": 428.02,
"PriceMonthlyChange": 57.15,
"GrossProfitMonthlyChange": 1.6804e+05,
"IndirectCostsMonthlyChange": 1.5689e+05,
"OperatingProfitMonthlyChange": 11150
},
{
"Date": "01/01/2011",
"Month": "Jan-11",
"Channel": "Hypermarkets",
"Owner": "Black Mesa",
"Brand": "Mu",
"PackSize": 12,
"PackType": "Standard",
"SKU": "Mu 12 Pack Standard",
"PriceTier": "Premium",
"UnitSales": 105,
"SalesValue": 16874,
"Distribution": 25.45,
"CostofSales": 42.87,
"Price": 160.7,
"GrossProfit": 16831,
"IndirectCosts": 15715,
"OperatingProfit": 1116.5,
"UnitSalesMonthlyChange": 105,
"SalesValueMonthlyChange": 16874,
"DistributionMonthlyChange": 25.45,
"CostofSalesMonthlyChange": 42.87,
"PriceMonthlyChange": 160.7,
"GrossProfitMonthlyChange": 16831,
"IndirectCostsMonthlyChange": 15715,
"OperatingProfitMonthlyChange": 1116.5
},
{
"Date": "01/01/2011",
"Month": "Jan-11",
"Channel": "Hypermarkets",
"Owner": "Black Mesa",
"Brand": "Theta",
"PackSize": 6,
"PackType": "Standard",
"SKU": "Theta 6 Pack Standard",
"PriceTier": "Regular",
"UnitSales": 133,
"SalesValue": 12991,
"Distribution": 16.45,
"CostofSales": 33.01,
"Price": 97.68,
"GrossProfit": 12958,
"IndirectCosts": 12098,
"OperatingProfit": 859.65,
"UnitSalesMonthlyChange": 133,
"SalesValueMonthlyChange": 12991,
"DistributionMonthlyChange": 16.45,
"CostofSalesMonthlyChange": 33.01,
"PriceMonthlyChange": 97.68,
"GrossProfitMonthlyChange": 12958,
"IndirectCostsMonthlyChange": 12098,
"OperatingProfitMonthlyChange": 859.65
},
{
"Date": "01/01/2011",
"Month": "Jan-11",
"Channel": "Hypermarkets",
"Owner": "Black Mesa",
"Brand": "Theta",
"PackSize": 8,
"PackType": "Standard",
"SKU": "Theta 8 Pack Standard",
"PriceTier": "Regular",
"UnitSales": 890,
"SalesValue": 77897,
"Distribution": 99.34,
"CostofSales": 197.9,
"Price": 87.52,
"GrossProfit": 77699,
"IndirectCosts": 72543,
"OperatingProfit": 5156,
"UnitSalesMonthlyChange": 890,
"SalesValueMonthlyChange": 77897,
"DistributionMonthlyChange": 99.34,
"CostofSalesMonthlyChange": 197.9,
"PriceMonthlyChange": 87.52,
"GrossProfitMonthlyChange": 77699,
"IndirectCostsMonthlyChange": 72543,
"OperatingProfitMonthlyChange": 5156
},
{
"Date": "01/01/2011",
"Month": "Jan-11",
"Channel": "Hypermarkets",
"Owner": "Black Mesa",
"Brand": "Theta",
"PackSize": 12,
"PackType": "Deluxe",
"SKU": "Theta 12 Pack Deluxe",
"PriceTier": "Regular",
"UnitSales": 1693,
"SalesValue": 130549,
"Distribution": 94.55,
"CostofSales": 331.67,
"Price": 77.11,
"GrossProfit": 1.3022e+05,
"IndirectCosts": 1.2158e+05,
"OperatingProfit": 8641.1,
"UnitSalesMonthlyChange": 1693,
"SalesValueMonthlyChange": 130549,
"DistributionMonthlyChange": 94.55,
"CostofSalesMonthlyChange": 331.67,
"PriceMonthlyChange": 77.11,
"GrossProfitMonthlyChange": 1.3022e+05,
"IndirectCostsMonthlyChange": 1.2158e+05,
"OperatingProfitMonthlyChange": 8641.1
},
{
"Date": "01/01/2011",
"Month": "Jan-11",
"Channel": "Hypermarkets",
"Owner": "Black Mesa",
"Brand": "Theta",
"PackSize": 12,
"PackType": "Giftset",
"SKU": "Theta 12 Pack Giftset",
"PriceTier": "Regular",
"UnitSales": 6623,
"SalesValue": 506206,
"Distribution": 99.42,
"CostofSales": 1286.1,
"Price": 76.43,
"GrossProfit": 5.0492e+05,
"IndirectCosts": 4.7142e+05,
"OperatingProfit": 33504,
"UnitSalesMonthlyChange": 6623,
"SalesValueMonthlyChange": 506206,
"DistributionMonthlyChange": 99.42,
"CostofSalesMonthlyChange": 1286.1,
"PriceMonthlyChange": 76.43,
"GrossProfitMonthlyChange": 5.0492e+05,
"IndirectCostsMonthlyChange": 4.7142e+05,
"OperatingProfitMonthlyChange": 33504
},
{
"Date": "01/01/2011",
"Month": "Jan-11",
"Channel": "Hypermarkets",
"Owner": "Black Mesa",
"Brand": "Theta",
"PackSize": 12,
"PackType": "Standard",
"SKU": "Theta 12 Pack Standard",
"PriceTier": "Regular",
"UnitSales": 4514,
"SalesValue": 328711,
"Distribution": 100,
"CostofSales": 835.12,
"Price": 72.82,
"GrossProfit": 3.2788e+05,
"IndirectCosts": 3.0612e+05,
"OperatingProfit": 21757,
"UnitSalesMonthlyChange": 4514,
"SalesValueMonthlyChange": 328711,
"DistributionMonthlyChange": 100,
"CostofSalesMonthlyChange": 835.12,
"PriceMonthlyChange": 72.82,
"GrossProfitMonthlyChange": 3.2788e+05,
"IndirectCostsMonthlyChange": 3.0612e+05,
"OperatingProfitMonthlyChange": 21757
},
{
"Date": "01/01/2011",
"Month": "Jan-11",
"Channel": "Hypermarkets",
"Owner": "Black Mesa",
"Brand": "Theta",
"PackSize": 18,
"PackType": "Standard",
"SKU": "Theta 18 Pack Standard",
"PriceTier": "Regular",
"UnitSales": 16594,
"SalesValue": 999335,
"Distribution": 98.39,
"CostofSales": 2538.9,
"Price": 60.22,
"GrossProfit": 9.968e+05,
"IndirectCosts": 9.3065e+05,
"OperatingProfit": 66143,
"UnitSalesMonthlyChange": 16594,
"SalesValueMonthlyChange": 999335,
"DistributionMonthlyChange": 98.39,
"CostofSalesMonthlyChange": 2538.9,
"PriceMonthlyChange": 60.22,
"GrossProfitMonthlyChange": 9.968e+05,
"IndirectCostsMonthlyChange": 9.3065e+05,
"OperatingProfitMonthlyChange": 66143
},
{
"Date": "01/01/2011",
"Month": "Jan-11",
"Channel": "Hypermarkets",
"Owner": "LexCorp",
"Brand": "Gamma",
"PackSize": 12,
"PackType": "Standard",
"SKU": "Gamma 12 Pack Standard",
"PriceTier": "Budget",
"UnitSales": 2600,
"SalesValue": 162545,
"Distribution": 98.33,
"CostofSales": 412.96,
"Price": 62.52,
"GrossProfit": 1.6213e+05,
"IndirectCosts": 1.5137e+05,
"OperatingProfit": 10758,
"UnitSalesMonthlyChange": 2600,
"SalesValueMonthlyChange": 162545,
"DistributionMonthlyChange": 98.33,
"CostofSalesMonthlyChange": 412.96,
"PriceMonthlyChange": 62.52,
"GrossProfitMonthlyChange": 1.6213e+05,
"IndirectCostsMonthlyChange": 1.5137e+05,
"OperatingProfitMonthlyChange": 10758
},
{
"Date": "01/01/2011",
"Month": "Jan-11",
"Channel": "Hypermarkets",
"Owner": "MomCorp",
"Brand": "Alpha",
"PackSize": 12,
"PackType": "Standard",
"SKU": "Alpha 12 Pack Standard",
"PriceTier": "Regular",
"UnitSales": 396,
"SalesValue": 35555,
"Distribution": 70.78,
"CostofSales": 90.33,
"Price": 89.79,
"GrossProfit": 35465,
"IndirectCosts": 33111,
"OperatingProfit": 2353.5,
"UnitSalesMonthlyChange": 396,
"SalesValueMonthlyChange": 35555,
"DistributionMonthlyChange": 70.78,
"CostofSalesMonthlyChange": 90.33,
"PriceMonthlyChange": 89.79,
"GrossProfitMonthlyChange": 35465,
"IndirectCostsMonthlyChange": 33111,
"OperatingProfitMonthlyChange": 2353.5
},
{
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