-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathDescriptiveStats.js
More file actions
155 lines (125 loc) · 4.55 KB
/
DescriptiveStats.js
File metadata and controls
155 lines (125 loc) · 4.55 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
function calculate() {
var numbersInput = document.getElementById('numbersInput').value;
var numbersArray = numbersInput.split(',').map(Number);
// Variables (Calculate statistics)
var mean = calculateMean(numbersArray);
var median = calculateMedian(numbersArray);
var mode = calculateMode(numbersArray);
var range = calculateRange(numbersArray);
var standardDeviation = calculateStandardDeviation(numbersArray);
var coefficientOfVariation = calculateCoefficientOfVariation(numbersArray);
var quartiles = calculateQuartiles(numbersArray);
var interquartileRange = calculateInterquartileRange(numbersArray);
var resultContainer = document.getElementById('result-mean-median-mode');
resultContainer.innerHTML = 'Mean: ' + mean + '<br>' +
'Median: ' + median + '<br>' +
'Mode: ' + mode + '<br>' +
'Range: ' + range + '<br>' +
'Standard Deviation: ' + standardDeviation + '<br>' +
'Coefficient Of Variation: ' + coefficientOfVariation + '<br>' +
'Quartiles: ' + quartiles + '<br>' +
'Interquartile Range: ' + interquartileRange;
}
function calculateMean(numbers) {
var sum = numbers.reduce(function(a, b) {
return a + b;
}, 0);
return sum / numbers.length;
}
function calculateMedian(numbers) {
var sortedNumbers = numbers.slice().sort(function(a, b) {
return a - b;
});
var middleIndex = Math.floor(sortedNumbers.length / 2);
if (sortedNumbers.length % 2 === 0) {
return (sortedNumbers[middleIndex - 1] + sortedNumbers[middleIndex]) / 2;
} else {
return sortedNumbers[middleIndex];
}
}
function calculateMode(numbers) {
var numberCounts = {};
var maxCount = 0;
var modes = [];
for (var i = 0; i < numbers.length; i++) {
var number = numbers[i];
if (numberCounts[number] === undefined) {
numberCounts[number] = 0;
}
numberCounts[number]++;
if (numberCounts
[number] > maxCount) {
maxCount = numberCounts[number];
modes = [number];
} else if (numberCounts[number] === maxCount) {
modes.push(number);
}
}
if (modes.length === numbers.length) {
modes = [];
}
return modes.join(', ');
}
function showPopup() {
var popup = document.getElementById('popup');
popup.style.display = 'block';
}
function closePopup() {
var popup = document.getElementById('popup');
popup.style.display = 'none';
}
// nanayunan
function calculateRange(numbers) {
var highest = Math.max.apply(null, numbers);
var lowest = Math.min.apply(null, numbers);
return highest - lowest;
}
function calculateStandardDeviation(numbers) {
var mean = calculateMean(numbers);
var deviations = numbers.map(function (num) {
return Math.pow(num - mean, 2);
});
var variance = calculateMean(deviations);
var standardDeviation = Math.sqrt(variance);
return standardDeviation.toFixed(2);
}
function calculateCoefficientOfVariation(numbers) {
var mean = calculateMean(numbers);
var standardDeviation = calculateStandardDeviation(numbers);
var coefficientOfVariation = (standardDeviation / mean) * 100;
return coefficientOfVariation.toFixed(2) + "%";
}
function calculateQuartiles(numbers) {
var sortedNumbers = numbers.slice().sort(function (a, b) {
return a - b;
});
var quartiles = [
calculatePercentile(sortedNumbers, 0.25),
calculatePercentile(sortedNumbers, 0.5),
calculatePercentile(sortedNumbers, 0.75)
];
return quartiles;
}
function calculatePercentile(sortedNumbers, percentile) {
var index = (sortedNumbers.length - 1) * percentile;
var lower = Math.floor(index);
var upper = Math.ceil(index);
if (lower === upper) {
return sortedNumbers[lower];
} else {
var fraction = index - lower;
return sortedNumbers[lower] * (1 - fraction) + sortedNumbers[upper] * fraction;
}
}
function calculateInterquartileRange(quartiles) {
var lowerQuartile = quartiles[0];
var upperQuartile = quartiles[2];
return upperQuartile - lowerQuartile;
}
function calculateMean(numbers) {
var sum = numbers.reduce(function (total, num) {
return total + num;
}, 0);
var mean = sum / numbers.length;
return mean;
}