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rCharts dimple marimekko teaser
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#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 |
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<!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 <- 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 | |
</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, | |
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