I'm trying to build my first visualization with d3.js and I have som issue scaling data from a JSON source (myData
). This is how I'm scaling it and creating svg circles:
var myData = [{
"x": "45.4969717",
"y": "10.605375399999957"
}, {
"x": "45.4847328802866",
"y": "9.236798286437988"
}, {
"x": "45.4838657",
"y": "9.25125330000003"
}]
var xline = d3.scaleLinear().domain(45.103300, 40.1053737).range([0, 450.57913]);
var yline = d3.scaleLinear().domain(12.186311, 12.605783).range([0, 350]);
var svgViewport = d3.select("#mappa-italia").append("g").attr("id", "locations");
var circleElements = svgViewport.selectAll("circle").data(myData).enter().append("circle").attr("cx", function(d) {
return xline(d.x);
}).attr("cy", function(d) {
return yline(d.y);
}).attr("r", "5");
<script src="https://d3js.org/d3.v5.min.js"></script>
<svg id="mappa-italia"></svg>
The error returned by the console is:
Error: <circle> attribute cx: Expected length, "NaN".
Error: <circle> attribute cy: Expected length, "NaN".
I'm using d3.js version 5
It's not advised to set a domain using static values. Here's a similar example for what you're looking for:
https://bl.ocks.org/mbostock/3887118
Using the following changes:
Defining width, height, margins as variables.
var margin = {top: 10, bottom: 10, left: 10, right: 10},
width = 600-margin.left-margin.right,
height = 400-margin.top-margin.bottom;
Reason for the linear scale returning NaN is becuase the data values (x & y) are strings and not numbers. To parse the data, here's one approach:
// parse data
myData.forEach(function(d) {
d.x = +d.x;
d.y = +d.y;
});
Important advise: Avoid using static values while setting the axes domains. Make use of d3 array manipulations-min,max,extent. I'm using d3-extent
var xline = d3.scaleLinear().domain(d3.extent(myData, function(d) { return d.x; })).nice().range([0, width]);
var yline = d3.scaleLinear().domain(d3.extent(myData, function(d) { return d.y; })).nice().range([height, 0]);
As the data is now parsed (2nd step), linear scale wouldn't have issue plotting the values.
var circleElements = svgViewport.selectAll("circle").data(myData).enter().append("circle").attr("cx", function(d) {
return xline(d.x);
}).attr("cy", function(d) {
return yline(d.y);
})
Just for aesthetics, I'm using a color scale to add colors to the circles:
var colorScale = d3.scaleOrdinal(d3.schemeCategory10);
Here's a code snippet:
var myData = [{
"x": "45.4969717",
"y": "10.605375399999957"
}, {
"x": "45.4847328802866",
"y": "9.236798286437988"
}, {
"x": "42.4838657",
"y": "9.25125330000003",
}, {
"x": "40.1053737",
"y": "12"
}, {
"x": "42.4",
"y": "10.4"
}];
var margin = {top: 10, bottom: 10, left: 10, right: 10},
width = 450.57913-margin.left-margin.right,
height = 350-margin.top-margin.bottom;
// parse data
myData.forEach(function(d) {
d.x = +d.x;
d.y = +d.y;
});
var xline = d3.scaleLinear().domain(d3.extent(myData, function(d) { return d.x; })).nice().range([0, width]);
var yline = d3.scaleLinear().domain(d3.extent(myData, function(d) { return d.y; })).nice().range([height, 0]);
var colorScale = d3.scaleOrdinal(d3.schemeCategory10);
var svgViewport = d3.select("#mappa-italia")
.attr('width', width+margin.left+margin.right)
.attr('height', height+margin.top+margin.bottom)
.append("g")
.attr('transform', 'translate('+margin.left+', ' + margin.top+')')
.attr("id", "locations");
var circleElements = svgViewport.selectAll("circle").data(myData).enter().append("circle").attr("cx", function(d) {
return xline(d.x);
}).attr("cy", function(d) {
return yline(d.y);
}).attr("r", "5").style('fill', function(d, i) {
return colorScale(i);
});
<script src="https://d3js.org/d3.v5.min.js"></script>
<svg id="mappa-italia"></svg>
Hope this helps. (Btw I've added a couple of extra rows in the data)