伙计们,我使用公开的股票数据创建了时间序列折线图。
看起来正在执行的操作是将第一个数据点与最后一个数据点连接起来,这就是为什么要在整个图表上创建一条线。
我在网上看了看,发现要创建一个不连续的折线图,我可以添加
.defined(function(d) { return d; })
我做到了,但没有帮助。
我的代码:
//Set dimensions and margins for the graph
var margin = {top: 20, right: 20, bottom: 100, left: 70},
width = 960 - margin.left - margin.right,
height = 500 - margin.top - margin.bottom;
//Create canvas
var svg = d3.select("body").append("svg")
.attr("width", width + margin.left + margin.right)
.attr("height", height + margin.top + margin.bottom)
.append("g")
.attr("transform", "translate(" + margin.left + "," + margin.top + ")");
//Parse date
var parseDate = d3.timeParse("%Y-%m-%d");
//Set the ranges
var x = d3.scaleTime()
.range([0, width]);
var y = d3.scaleLinear()
.range([height, 0]);
// Define the line
var valueLine = d3.line()
.defined(function(d) { return d; })
.x(function(d) { return x(d.date); })
.y(function(d) { return y(d.value); });
//Import data from api
d3.json("api_all.php", function(error, data) {
if (error) throw error;
data.forEach(e => {
e.date = parseDate(e.date);
e.value = +e.close;
e.stockName = e.stock_name;
e.stockSymbol = e.stock_symbol;
});
//Create nest variable
var nest = d3.nest()
.key(function(d){ return d.stockSymbol; })
.entries(data);
console.log(nest);
//Scale the range of the data
//x axis scale for entire dataset
x.domain(d3.extent(data, function(d) { return d.date; }));
//y.domain([0, d3.max(data, function(d) { return d.value; })]);
//Add the x axis
var xaxis = svg.append("g")
.attr("transform", "translate(0," + height + ")")
.attr("class", "x axis")
.call(d3.axisBottom(x));
//Add x axis label
svg.append("text")
.attr("transform", "translate(" + (width/2) + "," + (height + margin.top + 10) + ")")
.attr("dy", "1em")
.style("text-anchor", "middle")
.text("Date")
.attr("class", "x axis label");
//Create dropdown
var dropDown = d3.select("#dropDown")
dropDown
.append("select")
.selectAll("option")
.data(nest)
.enter()
.append("option")
.attr("value", function(d){ return d.key; })
.text(function(d){ return d.key; })
// Function to create the initial graph
var initialGraph = function(stock){
// Filter the data to include only stock of interest
var selectStock = nest.filter(function(d){
return d.key == stock;
})
console.log(selectStock)
//Unnest selectStock for y axis
var unnested = function(data, children){
var out = [];
data.forEach(function(d, i){
console.log(i, d);
d_keys = Object.keys(d);
console.log(i, d_keys)
values = d[children];
values.forEach(function(v){
d_keys.forEach(function(k){
if (k != children) { v[k] = d[k]}
})
out.push(v);
})
})
return out;
}
var selectStockUnnested = unnested(selectStock, "values");
//Scale y axis
var selectStockGroups = svg.selectAll(".stockGroups")
.data(selectStock, function(d){
return d ? d.key : this.key;
})
.enter()
.append("g")
.attr("class", "stockGroups")
.each(function(d){
y.domain([0, d3.max(selectStockUnnested, function(d) { return d.value; })])
console.log(selectStockUnnested);
});
var initialPath = selectStockGroups.selectAll(".line")
.data(selectStock)
.enter()
.append("path")
initialPath
.attr("d", function(d){ return valueLine(d.values) })
.attr("class", "line")
//Add the y axis
var yaxis = svg.append("g")
.attr("class", "y axis")
.call(d3.axisLeft(y)
.ticks(5)
.tickSizeInner(0)
.tickPadding(6)
.tickSize(0, 0));
//Add y axis label
svg.append("text")
.attr("transform", "rotate(-90)")
.attr("y", 0 - 60)
.attr("x", 0 - (height / 2))
.attr("dy", "1em")
.style("text-anchor", "middle")
.text("Price")
.attr("class", "y axis label");
}
// Create initial graph
initialGraph("1301.T")
// Update the data
var updateGraph = function(stock){
// Filter the data to include only stock of interest
var selectStock = nest.filter(function(d){
return d.key == stock;
})
console.log(selectStock);
//Unnest selectStock for y axis
var unnested = function(data, children){
var out = [];
data.forEach(function(d, i){
console.log(i, d);
d_keys = Object.keys(d);
console.log(i, d_keys)
values = d[children];
values.forEach(function(v){
d_keys.forEach(function(k){
if (k != children) { v[k] = d[k]}
})
out.push(v);
})
})
return out;
}
var selectStockUnnested = unnested(selectStock, "values");
// Select all of the grouped elements and update the data
var selectStockGroups = svg.selectAll(".stockGroups")
.data(selectStock)
.each(function(d){
y.domain([0, d3.max(selectStockUnnested, function(d) { return d.value; })])
});
// Select all the lines and transition to new positions
selectStockGroups.selectAll("path.line")
.data(selectStock)
.transition()
.duration(1000)
.attr("d", function(d){
return valueLine(d.values)
})
// Update the Y-axis
d3.select(".y")
.transition()
.duration(1500)
.call(d3.axisLeft(y)
.ticks(5)
.tickSizeInner(0)
.tickPadding(6)
.tickSize(0, 0));
}
// Run update function when dropdown selection changes
dropDown.on('change', function(){
// Find which stock was selected from the dropdown
var selectedStock = d3.select(this)
.select("select")
.property("value")
console.log(selectedStock);
// Run update function with the selected stock
updateGraph(selectedStock)
});
});
</script>
</body>