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aggregateData.gs
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function aggregateData() {
var sheet = SpreadsheetApp.getActiveSheet();
var data = sheet.getDataRange().getValues();
var numRows = data.length;
// create an object to hold the aggregate data
var aggregateData = {};
// loop through each row of the data
for (var i = 1; i < numRows; i++) {
var row = data[i];
var date = row[0];
var time = row[1];
var temp = row[2];
var co2 = row[3];
var pressure = row[4];
var particulate = row[5];
// get the hour of the time value
var hour = new Date(time).getHours();
// create a key for the date and hour combination
var key = date + ' ' + hour;
// if the key doesn't exist in the aggregate data object yet, create it
if (!aggregateData[key]) {
aggregateData[key] = {
date: date,
time: hour + ':00:00',
temps: [],
co2s: [],
pressures: [],
particulates: [],
meanTemp: '',
meanCO2: '',
meanPressure: '',
meanParticulate: ''
};
}
// add the temperature, CO2, pressure, and particulate to the arrays for this key
aggregateData[key].temps.push(temp);
aggregateData[key].co2s.push(co2);
aggregateData[key].pressures.push(pressure);
aggregateData[key].particulates.push(particulate);
}
// loop through each key in the aggregate data object
for (var key in aggregateData) {
var temps = aggregateData[key].temps;
var co2s = aggregateData[key].co2s;
var pressures = aggregateData[key].pressures;
var particulates = aggregateData[key].particulates;
// calculate the mean temperature, CO2, pressure, and particulate for this key
var meanTemp = temps.reduce(function(sum, value) {
return sum + value;
}, 0) / temps.length;
var meanCO2 = co2s.reduce(function(sum, value) {
return sum + value;
}, 0) / co2s.length;
var meanPressure = pressures.reduce(function(sum, value) {
return sum + value;
}, 0) / pressures.length;
var meanParticulate = particulates.reduce(function(sum, value) {
return sum + value;
}, 0) / particulates.length;
// update the mean values in the aggregate data object
aggregateData[key].meanTemp = meanTemp;
aggregateData[key].meanCO2 = meanCO2;
aggregateData[key].meanPressure = meanPressure;
aggregateData[key].meanParticulate = meanParticulate;
}
// write the aggregate data to a new sheet
var newSheet = SpreadsheetApp.getActiveSpreadsheet().insertSheet();
newSheet.getRange(1, 1).setValue('dateF');
newSheet.getRange(1, 2).setValue('timeF');
newSheet.getRange(1, 3).setValue('meanT');
newSheet.getRange(1, 4).setValue('meanCO2');
newSheet.getRange(1, 5).setValue('meanPressure');
newSheet.getRange(1, 6).setValue('meanParticulate');
var row = 2;
for (var key in aggregateData) {
newSheet.getRange(row, 1).setValue(aggregateData[key].date);
newSheet.getRange(row, 2).setValue(aggregateData[key].time);
newSheet.getRange(row, 3).setValue(aggregateData[key].meanTemp);
newSheet.getRange(row, 4).setValue(aggregateData[key].meanCO2);
newSheet.getRange(row, 5).setValue(aggregateData[key].meanPressure);
newSheet.getRange(row, 6).setValue(aggregateData[key].meanParticulate);
row++;
}
}