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775 lines (671 loc) · 25.4 KB
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// Variabel global untuk menyimpan data
let cachedData = null;
// Variabel untuk menyimpan data yang akan dipakai untuk visualisasi dan filter
let filteredData = null;
const itemsPerPage = 10; // Jumlah item per halaman
let currentPage = 1; // Halaman yang sedang ditampilkan
let totalPages = 0; // Jumlah total halaman
let tableView = null;
// Fungsi untuk mengambil data
async function fetchData() {
const response = await fetch(
"https://raw.githubusercontent.com/Jakarta-9/Dataset-NYC-Property-Sales/main/nyc-team-9.json"
);
return await response.json();
}
// Event listener untuk memuat data saat halaman dimuat
window.onload = async function () {
move();
cachedData = await fetchData();
populateBoroughDropdown(); // Isi dropdown borough
populateDateDropdown(); // Isi dropdown bulan, tahun pada date
populateYearDropdown(); // Isi dropdown tahun
filterData(); // Panggil filterData di sini agar filteredData diinisialisasi
// Tambahkan event listener ke tombol filter
const filterButton = document.getElementById("filter-button");
filterButton.addEventListener("click", async function(event) {
filterData(); // Panggil filterData saat tombol filter diklik
});
};
// Fungsi untuk mengisi dropdown borough
function populateBoroughDropdown() {
const boroughOrder = [
"Manhattan",
"Brooklyn",
"Queens",
"Bronx",
"Staten Island",
];
const uniqueBoroughs = Array.from(
new Set(cachedData.map((item) => item.BOROUGH_NAME))
).sort((a, b) => boroughOrder.indexOf(a) - boroughOrder.indexOf(b));
const dropdownBorough = document.getElementById("dropdown-borough");
dropdownBorough.innerHTML = ""; // Kosongkan konten sebelumnya
uniqueBoroughs.forEach((borough) => {
const label = document.createElement("label");
const checkbox = document.createElement("input");
checkbox.type = "checkbox";
checkbox.name = "borough"; // Tambahkan name untuk checkbox
checkbox.value = borough; // Tambahkan value untuk checkbox
checkbox.id = `borough-${borough}`; // Tambahkan ID unik untuk checkbox
checkbox.checked = true; // Setel checkbox aktif secara default
label.htmlFor = `borough-${borough}`; // Hubungkan label dengan checkbox berdasarkan ID
label.appendChild(checkbox);
label.appendChild(document.createTextNode(borough));
dropdownBorough.appendChild(label);
});
// Tambahkan event listener untuk mencegah menutup dropdown saat mengklik di dalamnya
dropdownBorough.addEventListener("click", function (event) {
event.stopPropagation();
});
}
// Fungsi untuk mengisi dropdown bulan, tahun pada date
function populateDateDropdown() {
const startDate = new Date("2016-09-01");
const endDate = new Date("2017-08-31");
const dropdownDate = document.getElementById("dropdown-date");
dropdownDate.innerHTML = ""; // Clear previous content
const months = [];
let currentDate = new Date(startDate);
// Terminate the loop when currentDate exceeds endDate
while (currentDate.getTime() <= endDate.getTime()) {
const month = currentDate.toLocaleString("default", { month: "short" });
const year = currentDate.getFullYear();
months.push(`${month} ${year}`);
currentDate.setMonth(currentDate.getMonth() + 1); // Update currentDate value for next iteration
}
months.forEach((monthYear) => {
const label = document.createElement("label");
const checkbox = document.createElement("input");
checkbox.type = "checkbox";
checkbox.name = "date";
checkbox.value = monthYear;
checkbox.id = `date-${monthYear}`;
checkbox.checked = true;
label.htmlFor = `date-${monthYear}`;
label.appendChild(checkbox);
label.appendChild(document.createTextNode(monthYear));
dropdownDate.appendChild(label);
});
// Add event listener to prevent dropdown from closing when clicked inside
dropdownDate.addEventListener("click", function (event) {
event.stopPropagation();
});
}
// Fungsi untuk mengisi dropdown tahun
function populateYearDropdown() {
const years = new Set();
cachedData.forEach((item) => {
const date = new Date(item.SALE_DATE);
const year = date.getFullYear();
if (!isNaN(year)) {
// Periksa apakah tahun adalah valid number
years.add(year);
}
});
const dropdownYear = document.getElementById("dropdown-year");
dropdownYear.innerHTML = ""; // Kosongkan konten sebelumnya
years.forEach((year) => {
const label = document.createElement("label");
const checkbox = document.createElement("input");
checkbox.type = "checkbox";
checkbox.name = "year"; // Tambahkan name untuk checkbox
checkbox.value = year; // Tambahkan value untuk checkbox
checkbox.id = `year-${year}`; // Tambahkan ID unik untuk checkbox
checkbox.checked = true; // Setel checkbox aktif secara default
label.htmlFor = `year-${year}`; // Hubungkan label dengan checkbox berdasarkan ID
label.appendChild(checkbox);
label.appendChild(document.createTextNode(year));
dropdownYear.appendChild(label);
});
// Tambahkan event listener untuk mencegah menutup dropdown saat mengklik di dalamnya
dropdownYear.addEventListener("click", function (event) {
event.stopPropagation();
});
}
// Fungsi untuk memfilter data berdasarkan checkbox borough, date, dan year
function filterData() {
// Ambil nilai yang dipilih dari checkbox borough
const selectedBoroughs = Array.from(
document.querySelectorAll('input[name="borough"]:checked')
).map((cb) => cb.value);
// Ambil nilai yang dipilih dari checkbox date
const selectedDates = Array.from(
document.querySelectorAll('input[name="date"]:checked')
).map((cb) => cb.value);
// Ambil nilai yang dipilih dari checkbox year
const selectedYears = Array.from(
document.querySelectorAll('input[name="year"]:checked')
).map((cb) => cb.value);
// Filter data berdasarkan checkbox yang dicentang
filteredData = cachedData.filter((item) => {
const dateSplited = item.SALE_DATE.split('/');
const day = dateSplited[0];
const month = dateSplited[1];
const year = dateSplited[2];
const saleDate = new Date(`${year}-${month}-${day}`);
const saleMonthYear = saleDate.toLocaleString("default", {
month: "short",
year: "numeric",
});
const saleYear = saleDate.getFullYear().toString();
const filterCondition = (
(selectedBoroughs.length !== 0 || selectedBoroughs.includes(item.BOROUGH_NAME)) &&
(selectedDates.length !== 0 || selectedDates.includes(saleMonthYear)) &&
(selectedYears.length !== 0 || selectedYears.includes(saleYear))
);
return filterCondition;
});
// Panggil fungsi visualize untuk memperbarui visualisasi
visualize(filteredData); // Perbaiki pemanggilan dengan mengirimkan filteredData
// Update table with filtered data
createTable(filteredData);
}
// Fungsi untuk memperbarui visualisasi berdasarkan data yang difilter
function visualize(data) {
// Memanggil updateTotals() untuk memperbarui total setelah pemfilteran data
updateTotals(data); // Perbaiki pemanggilan dengan mengirimkan data
// Panggil fungsi untuk memperbarui line chart dan bar chart
fetchLineSalesTrendbyBoroughandSalePrice(data);
renderYearofTotalResidentialUnitsAndCommercialUnitsbyBorough(data);
// Persiapkan dan render bar chart kedua
renderResidentialUnitsandCommercialUnits(data);
// Panggil fungsi createTable untuk memperbarui tabel
createTable(data);
}
function createTable(data) {
if (tableView) {
// Hapus instance DataTable yang sudah ada sebelum membuat yang baru
tableView.destroy();
}
// Ambil nilai yang dipilih dari checkbox borough
const selectedBoroughs = Array.from(
document.querySelectorAll('input[name="borough"]:checked')
).map((cb) => cb.value);
// Ambil nilai yang dipilih dari checkbox date
const selectedDates = Array.from(
document.querySelectorAll('input[name="date"]:checked')
).map((cb) => cb.value);
// Ambil nilai yang dipilih dari checkbox year
const selectedYears = Array.from(
document.querySelectorAll('input[name="year"]:checked')
).map((cb) => cb.value);
// Filter data berdasarkan filter yang dipilih
const filteredData = data.filter((item) => {
const dateSplited = item.SALE_DATE.split('/');
const day = dateSplited[0];
const month = dateSplited[1];
const year = dateSplited[2];
const saleDate = new Date(`${year}-${month}-${day}`);
const saleMonthYear = saleDate.toLocaleString("default", {
month: "short",
year: "numeric",
});
const saleYear = saleDate.getFullYear().toString();
return (
(selectedBoroughs.length === 0 || selectedBoroughs.includes(item.BOROUGH_NAME)) &&
(selectedDates.length === 0 || selectedDates.includes(saleMonthYear)) &&
(selectedYears.length === 0 || selectedYears.includes(saleYear))
);
});
const dataSet = filteredData.map(d => {
const fields = Object.keys(d);
return fields.map(field => d[field]);
});
tableView = new DataTable('#tableData', {
columns: [
{ title: 'BOROUGH_NAME' },
{ title: 'BUILDING_CLASS_CATEGORY' },
{ title: 'LOT.' },
{ title: 'RESIDENTIAL_UNITS' },
{ title: 'COMMERCIAL_UNITS' },
{ title: 'TOTAL_UNITS.' },
{ title: 'SALE_PRICE' },
{ title: 'SALE_DATE' }
],
data: dataSet,
responsive: true,
autoWidth: false,
scrollX: true,
order: [[1, 'asc']]
});
}
// Fungsi untuk memperbarui total
async function updateTotals(data) {
// Ambil nilai yang dipilih dari checkbox borough
const selectedBoroughs = Array.from(
document.querySelectorAll('input[name="borough"]:checked')
).map((cb) => cb.value);
// Ambil nilai yang dipilih dari checkbox date
const selectedDates = Array.from(
document.querySelectorAll('input[name="date"]:checked')
).map((cb) => cb.value);
// Ambil nilai yang dipilih dari checkbox year
const selectedYears = Array.from(
document.querySelectorAll('input[name="year"]:checked')
).map((cb) => cb.value);
// Filter data sesuai dengan filter yang dipilih
const filteredData = data.filter((item) => {
const dateSplited = item.SALE_DATE.split('/');
const day = dateSplited[0];
const month = dateSplited[1];
const year = dateSplited[2];
const saleDate = new Date(`${year}-${month}-${day}`);
const saleMonthYear = saleDate.toLocaleString("default", {
month: "short",
year: "numeric",
});
const saleYear = saleDate.getFullYear().toString();
return (
(selectedBoroughs.length === 0 || selectedBoroughs.includes(item.BOROUGH_NAME)) &&
(selectedDates.length === 0 || selectedDates.includes(saleMonthYear)) &&
(selectedYears.length === 0 || selectedYears.includes(saleYear))
);
});
// Total keseluruhan untuk kolom TOTAL_UNITS setelah difilter
const totalUnits = filteredData.reduce(
(acc, property) => acc + parseFloat(property.TOTAL_UNITS),
0
);
// Buat Set untuk menyimpan nilai unik dari kolom BOROUGH_NAME setelah difilter
const uniqueBoroughs = new Set(filteredData.map((property) => property.BOROUGH_NAME));
// Hitung total untuk setiap kolom hanya untuk nilai unik di kolom BOROUGH_NAME setelah difilter
const totalBorough = uniqueBoroughs.size;
// Hitung total untuk kolom SALE_PRICE setelah difilter
const totalSalePrice =
filteredData.reduce((acc, property) => acc + parseFloat(property.SALE_PRICE), 0) /
1000000000; // Ubah ke milyar
// Hitung total untuk kolom LOT setelah difilter
const totalLot =
filteredData.reduce((acc, property) => acc + parseFloat(property.LOT), 0) / 1000000; // Ubah ke juta
// Format total sale price menjadi format yang diinginkan (misal: 89,3M)
const formattedTotalSalePrice =
(Math.round(totalSalePrice * 10) / 10)
.toLocaleString("id-ID", {
minimumFractionDigits: 1,
maximumFractionDigits: 1,
})
.replace(".", ",") + "M";
// Format total lot menjadi format yang diinginkan (misal: 31,8 jt)
const formattedTotalLot =
(Math.round(totalLot * 10) / 10)
.toLocaleString("id-ID", {
minimumFractionDigits: 1,
maximumFractionDigits: 1,
})
.replace(".", ",") + " jt";
// Format total units menjadi format yang diinginkan dengan pemisah ribuan
const formattedTotalUnits = totalUnits.toLocaleString("id-ID");
// Perbarui nilai elemen HTML
document.querySelector(".col-total-borough h1").textContent = totalBorough;
document.querySelector(".col-total-sale-price h1").textContent = formattedTotalSalePrice;
document.querySelector(".col-total-lot h1").textContent = formattedTotalLot;
document.querySelector(".col-total-units h1").textContent = formattedTotalUnits;
}
async function fetchLineSalesTrendbyBoroughandSalePrice(data) {
try {
const boroughColors = {
Manhattan: '#00B1B0',
Bronx: '#FF8370',
Queens: '#FEC84D',
"Staten Island": '#E42256',
Brooklyn: '#A8E10C'
};
// Ambil nilai yang dipilih dari checkbox borough
const selectedBoroughs = Array.from(
document.querySelectorAll('input[name="borough"]:checked')
).map((cb) => cb.value);
// Ambil nilai yang dipilih dari checkbox date
const selectedDates = Array.from(
document.querySelectorAll('input[name="date"]:checked')
).map((cb) => cb.value);
// Ambil nilai yang dipilih dari checkbox year
const selectedYears = Array.from(
document.querySelectorAll('input[name="year"]:checked')
).map((cb) => cb.value);
// Filter data sesuai dengan filter yang dipilih
const filteredData = data.filter((entry) => {
const saleDate = new Date(entry["SALE_DATE"]);
const month = saleDate.toLocaleString("default", { month: "short" });
const year = saleDate.getFullYear().toString();
const label = `${month} ${year}`;
return (
(selectedBoroughs.length === 0 || selectedBoroughs.includes(entry["BOROUGH_NAME"])) &&
(selectedDates.length === 0 || selectedDates.includes(label)) &&
(selectedYears.length === 0 || selectedYears.includes(year))
);
});
// Ekstrak bulan, tahun, dan harga penjualan dari data yang sudah difilter
const salesData = {};
filteredData.forEach((entry) => {
const saleDate = new Date(entry["SALE_DATE"]);
const salePrice = parseFloat(entry["SALE_PRICE"]);
const borough = entry["BOROUGH_NAME"];
const month = saleDate.toLocaleString("default", { month: "short" });
const year = saleDate.getFullYear();
const label = `${month} ${year}`;
if (!salesData[borough]) {
salesData[borough] = {};
}
if (!salesData[borough][label]) {
salesData[borough][label] = 0;
}
salesData[borough][label] += salePrice;
});
// Menyiapkan data untuk chart
const labelsSet = new Set();
const datasets = [];
Object.keys(salesData).forEach((borough) => {
Object.keys(salesData[borough]).forEach((label) => {
labelsSet.add(label);
});
});
const labels = Array.from(labelsSet).sort((a, b) => {
const [monthA, yearA] = a.split(" ");
const [monthB, yearB] = b.split(" ");
return (
new Date(`${monthA} 1, ${yearA}`) - new Date(`${monthB} 1, ${yearB}`)
);
});
Object.keys(salesData).forEach((borough) => {
const dataLabels = labels.map((label) => salesData[borough][label] || 0);
datasets.push({
label: borough,
data: dataLabels,
fill: false,
borderColor: boroughColors[borough],
tension: 0.1,
hidden: !selectedBoroughs.includes(borough) // Sembunyikan dataset jika filter borough tidak dipilih
});
});
const dataForChart = {
labels: labels,
datasets: datasets,
};
const config = {
type: "line",
data: dataForChart,
options: {
scales: {
x: {
title: {
display: true,
text: "Month, Year",
},
},
y: {
title: {
display: true,
text: "Sale Price",
},
},
},
},
};
// Hapus chart lama jika ada
const chartContainer = document.getElementById("myChart");
if (chartContainer.chart) {
chartContainer.chart.destroy();
}
// Buat chart baru
chartContainer.chart = new Chart(chartContainer, config);
} catch (error) {
console.error("Error fetching or parsing data:", error);
}
}
//barchart
// Fungsi untuk mengumpulkan dan memproses data untuk grafik batang
function fetchYearofTotalResidentialUnitsAndCommercialUnitsbyBorough(data) {
try {
const boroughColors = {
Manhattan: '#00B1B0',
Bronx: '#FF8370',
Queens: '#FEC84D',
"Staten Island": '#E42256',
Brooklyn: '#A8E10C'
};
// Ambil nilai yang dipilih dari checkbox borough
const selectedBoroughs = Array.from(
document.querySelectorAll('input[name="borough"]:checked')
).map((cb) => cb.value);
// Ambil nilai yang dipilih dari checkbox date
const selectedDates = Array.from(
document.querySelectorAll('input[name="date"]:checked')
).map((cb) => cb.value);
// Ambil nilai yang dipilih dari checkbox year
const selectedYears = Array.from(
document.querySelectorAll('input[name="year"]:checked')
).map((cb) => cb.value);
// Filter data sesuai dengan filter yang dipilih
const filteredData = data.filter((entry) => {
const year = new Date(entry["SALE_DATE"]).getFullYear().toString();
const borough = entry["BOROUGH_NAME"] || entry["BOROUGH"];
const saleDate = new Date(entry["SALE_DATE"]);
const month = saleDate.toLocaleString("default", { month: "short" });
const label = `${month} ${year}`;
return (
(selectedBoroughs.length === 0 || selectedBoroughs.includes(borough)) &&
(selectedDates.length === 0 || selectedDates.includes(label)) &&
(selectedYears.length === 0 || selectedYears.includes(year))
);
});
// Mengelompokkan data berdasarkan tahun dan borough
const groupedData = {};
filteredData.forEach((entry) => {
const year = new Date(entry["SALE_DATE"]).getFullYear().toString();
const borough = entry["BOROUGH_NAME"] || entry["BOROUGH"];
if (!groupedData[year]) {
groupedData[year] = {};
}
if (!groupedData[year][borough]) {
groupedData[year][borough] = {
totalUnits: 0,
};
}
const residentialUnits = parseFloat(entry["RESIDENTIAL_UNITS"]) || 0;
const commercialUnits = parseFloat(entry["COMMERCIAL_UNITS"]) || 0;
if (!isNaN(residentialUnits) && !isNaN(commercialUnits)) {
groupedData[year][borough].totalUnits +=
residentialUnits + commercialUnits;
}
});
// Mengumpulkan tahun-tahun yang valid (tanpa NaN)
const years = Object.keys(groupedData).filter(
(year) => !isNaN(parseInt(year))
);
// Mengumpulkan boroughs yang unik sesuai dengan filter yang dipilih
const selectedBoroughsSet = new Set(selectedBoroughs);
const boroughs = new Set();
years.forEach((year) => {
Object.keys(groupedData[year]).forEach((borough) => {
if (selectedBoroughsSet.size === 0 || selectedBoroughsSet.has(borough)) {
boroughs.add(borough);
}
});
});
// Mengatur data untuk dataset chart
const datasets = Array.from(boroughs).map((borough) => {
const yearData = years.map(
(year) => groupedData[year][borough]?.totalUnits || 0
); // Menggunakan optional chaining untuk menghindari kesalahan jika data tidak ada
return {
label: borough,
data: yearData,
backgroundColor: boroughColors[borough], // Menggunakan warna sesuai borough
borderColor: boroughColors[borough],
borderWidth: 1,
};
});
return {
labels: years,
datasets: datasets,
};
} catch (error) {
console.error("Error fetching or parsing data:", error);
}
}
// Fungsi untuk merender grafik batang
async function renderYearofTotalResidentialUnitsAndCommercialUnitsbyBorough(data) {
try {
const chartData = fetchYearofTotalResidentialUnitsAndCommercialUnitsbyBorough(data);
const config = {
type: "bar",
data: chartData,
options: {
indexAxis: "y", // Mengatur orientasi grafik menjadi horizontal
scales: {
x: {
title: {
display: true,
text: "Total Units",
},
beginAtZero: true,
ticks: {
callback: function (value) {
return value.toLocaleString();
},
},
},
y: {
title: {
display: true,
text: "Year",
},
},
},
},
};
// Hapus chart lama jika ada
const chartContainer = document.getElementById("barChart");
if (chartContainer.chart) {
chartContainer.chart.destroy();
}
// Buat chart baru
chartContainer.chart = new Chart(chartContainer, config);
} catch (error) {
alert("Error fetching or parsing data: " + error);
}
}
//barchart2
function ResidentialUnitsandCommercialUnits (data) {
const selectedBoroughs = Array.from(
document.querySelectorAll('input[name="borough"]:checked')
).map((cb) => cb.value);
const selectedDates = Array.from(
document.querySelectorAll('input[name="date"]:checked')
).map((cb) => cb.value);
const selectedYears = Array.from(
document.querySelectorAll('input[name="year"]:checked')
).map((cb) => cb.value);
const filteredData = data.filter((entry) => {
const saleDate = new Date(entry["SALE_DATE"]);
const month = saleDate.toLocaleString("default", { month: "short" });
const year = saleDate.getFullYear().toString();
const label = `${month} ${year}`;
const borough = entry["BOROUGH_NAME"] || entry["BOROUGH"];
return (
(selectedBoroughs.length === 0 || selectedBoroughs.includes(borough)) &&
(selectedDates.length === 0 || selectedDates.includes(label)) &&
(selectedYears.length === 0 || selectedYears.includes(year))
);
});
const barLabelsSet = new Set();
const residentialUnits = {};
const commercialUnits = {};
filteredData.forEach((entry) => {
const saleDate = new Date(entry["SALE_DATE"]);
const month = saleDate.toLocaleString("default", { month: "short" });
const year = saleDate.getFullYear().toString();
const label = `${month} ${year}`;
barLabelsSet.add(label);
if (!residentialUnits[label]) {
residentialUnits[label] = 0;
}
if (!commercialUnits[label]) {
commercialUnits[label] = 0;
}
residentialUnits[label] += parseFloat(entry["RESIDENTIAL_UNITS"]) || 0;
commercialUnits[label] += parseFloat(entry["COMMERCIAL_UNITS"]) || 0;
});
const barLabels = Array.from(barLabelsSet).sort((a, b) => {
const [monthA, yearA] = a.split(" ");
const [monthB, yearB] = b.split(" ");
return new Date(`${monthA} 1, ${yearA}`) - new Date(`${monthB} 1, ${yearB}`);
});
const residentialData = barLabels.map((label) => residentialUnits[label] || 0);
const commercialData = barLabels.map((label) => commercialUnits[label] || 0);
const barDatasets = [
{
label: "Total COMMERCIAL_UNITS",
data: commercialData,
backgroundColor: "#8A6FDF",
borderColor: "#636363",
borderWidth: 1,
},
{
label: "Total RESIDENTIAL_UNITS",
data: residentialData,
backgroundColor: "#FF5765",
borderColor: "#636363",
borderWidth: 1,
},
];
return { barLabels, barDatasets };
}
function renderResidentialUnitsandCommercialUnits(data) {
const { barLabels, barDatasets } = ResidentialUnitsandCommercialUnits(data);
const barCtx = document.getElementById("barChart2").getContext("2d");
if (barCtx.chart) {
barCtx.chart.destroy(); // Hancurkan grafik sebelumnya jika ada
}
barCtx.chart = new Chart(barCtx, {
type: "bar",
data: {
labels: barLabels,
datasets: barDatasets,
},
options: {
scales: {
x: {
title: {
display: true,
text: "Month, Year",
},
},
y: {
title: {
display: true,
text: "Total Units",
},
beginAtZero: true,
},
},
},
});
}
//animasi progress
let i = 0;
function move() {
if (i === 0) {
i = 1;
const elem = document.getElementById("myBar");
let width = 0;
const id = setInterval(frame, 40); // Kecepatan animasi
function frame() {
if (width >= 100) {
clearInterval(id);
i = 0;
showContent();
} else {
width++;
elem.style.width = width + "%";
elem.innerHTML = width + "%";
document.querySelector(".loading-percent").innerText = `${width}%`;
}
}
}
}
function showContent() {
document.querySelector(".loading-container").style.display = "none";
document.querySelector(".content").style.display = "block";
}