尝试使用 NY topojson 文件重构代码库

Question

我使用 d3 构建了一个动画等值线图，它使用典型的美国 topojson 文件（按县）。该文件可在此处找到：

https://d3js.org/us-10m.v1.json

我的代码工作正常，但是因为我的数据是基于纽约的，所以我只想使用纽约地图（按县），而不是整个美国。例如这里的文件：

https://raw.githubusercontent.com/deldersveld/topojson/master/countries/us- 
states/NY-36-new-york-counties.json

但是，当我用新文件替换旧文件时，出现以下错误：

Uncaught ReferenceError: counties is not defined

我假设错误最终可以追溯到这个代码块：

   counties = svg.append("g")
    .attr("class", "counties")
    .selectAll("path")
    .data(topojson.feature(us, us.objects.counties).features)
    .enter()
    .append("path")
    .attr("d", path)
    .call(style,currentYear)

具体来说，这一行：

.data(topojson.feature(us, us.objects.counties).features)

我的假设是因为 shapefile 略有不同，此行需要以某种方式重构以特定于这个 ny shapefile（或者我错了）。

无论如何，这是我的代码。任何帮助将不胜感激：

HTML

<script src="https://d3js.org/d3.v4.min.js"></script>
<script src="https://d3js.org/topojson.v1.min.js"></script>
<script src="https://d3js.org/d3-scale-chromatic.v1.min.js"></script>
<script src="https://d3js.org/queue.v1.min.js"></script>

<svg width="960" height="600"></svg>

CSS

div.tooltip {   
 position: absolute;           
 text-align: center; 
 vertical-align: middle;          
 width: auto;                 
 height: auto;                 
 padding: 2px;             
 font: 12px sans-serif;    
 color: white;    
 background: gray;   
 border: 0px;      
 border-radius: 8px;           
 pointer-events: none;         
}

.counties :hover {
 stroke: black;
 stroke-width: 2px;
}

.county-borders {
 fill: none;
 stroke: #fff;
 stroke-width: 0.5px;
 stroke-linejoin: round;
 stroke-linecap: round;
 pointer-events: none;
}

.year.label {
 font: 500 85px "Helvetica Neue";
 fill: gray;
}

.overlay {
 fill: none;
 pointer-events: all;
 cursor: ew-resize;
}

JS

choroplethMap();


function choroplethMap() {

 var svg = d3.select("svg");
 var path = d3.geoPath();
 var format = d3.format("");
 var height = 600;
 var width = 960;

 var colorScheme = d3.schemeReds[9];
 colorScheme.unshift("#eee");

 var color = d3.scaleQuantize()
  .domain([0, 20])
  .range(colorScheme);

 var x = d3.scaleLinear()
  .domain(d3.extent(color.domain()))
  .rangeRound([600,860]);

 var g = svg.append("g")
  .attr("transform", "translate(0,40)");

 g.selectAll("rect")
.data(color.range().map(function(d){ return color.invertExtent(d); }))
.enter()
.append("rect")
  .attr("height", 8)
  .attr("x", function(d){ return x(d[0]); })
  .attr("width", function(d){ return x(d[1]) - x(d[0]); })
  .attr("fill", function(d){ return color(d[0]); });

 g.append("text")
.attr("class", "caption")
.attr("x", x.range()[0])
.attr("y", -6)
.attr("fill", "#000")
.attr("text-anchor", "start")
.attr("font-weight", "bold")
.text("Unemployment Rate (%)");

g.call(d3.axisBottom(x)
.tickSize(13)
.tickFormat(format)
.tickValues(color.range().slice(1).map(function(d){ return color.invertExtent(d)[0]; 
})))
.select(".domain")
.remove();

var div = d3.select("body")
.append("div")
.attr("class", "tooltip")
.style("opacity", 0);

// Add the year label; the value is set on transition.
var label = svg.append("text")
.attr("class", "year label")
.attr("text-anchor", "end")
.attr("y", 575)
.attr("x", 625)
.text(2013);

queue()
// .defer(d3.json, "https://d3js.org/us-10m.v1.json")
.defer(d3.json, 
"https://raw.githubusercontent.com/deldersveld/topojson/master/countries/us- 
states/NY-36-new-york-counties.json")
.defer(d3.csv, "../choropleth-ny.csv")
.await(ready);

function ready(error, us, unemployment) {
 if (error) throw error;

  // Initialize data to 1990
  var currentYear = 2013;

  // Add an overlay for the year label.
  var box = label.node().getBBox();

  var overlay = svg.append("rect")
    .attr("class", "overlay")
    .attr("x", box.x)
    .attr("y", box.y)
    .attr("width", box.width)
    .attr("height", box.height)
    .on("mouseover", enableInteraction);

  // Start a transition that interpolates the data based on year.
  svg.transition()
    .duration(25000)
    .ease(d3.easeLinear)
    .tween("year", tweenYear)
    //.each();

  counties = svg.append("g")
    .attr("class", "counties")
    .selectAll("path")
    .data(topojson.feature(us, us.objects.counties).features)
    .enter()
    .append("path")
    .attr("d", path)
    .call(style,currentYear)

  function style(counties, year){
    newunemployment = interpolateData(year);

  var rateById = {};
  var nameById = {};

  newunemployment.forEach(function(d) {
    var newcode = '';
    if (d.code.length < 5) {
      newcode = '0' + d.code;
      d.code = newcode;
    } 
    rateById[d.code] = +d.rate;
    nameById[d.code] = d.name;
  });
  
  counties.style("fill", function(d) { return color(rateById[d.id]); })
    .on("mouseover", function(d) {      
        div.transition()        
          .duration(200)      
          .style("opacity", .9);      
        div.html(nameById[d.id] + ' in ' + Math.round(currentYear) +': <br><strong>' 
        + rateById[d.id] + '%</strong>')
          .style("left", (d3.event.pageX) + "px")     
          .style("top", (d3.event.pageY - 28) + "px");})   
     // fade out tooltip on mouse out               
     .on("mouseout", function(d) {       
        div.transition()        
         .duration(500)      
         .style("opacity", 0);});
     }

  svg.append("path")
  .datum(topojson.mesh(us, us.objects.states, (a, b) => a !== b))
  .attr("fill", "none")
  .attr("stroke", "white")
  .attr("stroke-linejoin", "round")
  .attr("d", path);

// After the transition finishes, you can mouseover to change the year.
function enableInteraction() {
  var yearScale = d3.scaleLinear()
    .domain([2013, 2021])
    .range([box.x + 10, box.x + box.width - 10])
    .clamp(true);

  // Cancel the current transition, if any.
  svg.transition().duration(0);

  overlay
    .on("mouseover", mouseover)
    .on("mouseout", mouseout)
    .on("mousemove", mousemove)
    .on("touchmove", mousemove);

  function mouseover() { label.classed("active", true); }
  function mouseout() { label.classed("active", false); }
  function mousemove() { displayYear(yearScale.invert(d3.mouse(this)[0])); }
}

// Tweens the entire chart by first tweening the year, and then the data.
// For the interpolated data, the dots and label are redrawn.
function tweenYear() {
  var year = d3.interpolateNumber(2013, 2021);
  return function(t) { displayYear(year(t)); };
}

// Updates the display to show the specified year.
function displayYear(year) {
  currentYear = year;
  counties.call(style,year)
  label.text(Math.round(year));
}

// Interpolates the dataset for the given (fractional) year.
function interpolateData(year) {
  return unemployment.filter(function(row) {
  return row['year'] == Math.round(year);
});
  }
};

};

这是我的 csv 文件的快照：

name. |. year. |.  rate|.  code
Bronx.   2021.      1.      36005
Bronx.   2020.      2.      36005
Queens.  2021.      4.     36081
Queens.  2017.      8.     36081

Answer 1

尝试将 us.objects.counties 替换为 us.objects.cb_2015_new_york_county_20m

请比较两张图片。

Answer 2

cbertelegni 在中是正确的，您需要在使用新数据时更新您正在访问的属性。一旦解决了这个问题，您就会遇到一些新问题：

您拥有的数据在预先投影之前未投影，您不需要投影。
状态轮廓消失了，因为我们在 topojson 中没有状态属性。

第一个很简单，我们需要使用投影，可能是这样的：

   var geojson = topojson.feature(topo, topo.objects.cb_2015_new_york_county_20m);
      
   var projection = d3.geoAlbers()
     .fitSize([width,height],geojson);
     
   var path = d3.geoPath(projection);

第二个问题也很简单。绘制状态轮廓，其中代表两个不同状态的两个多边形共享一条弧：topojson.mesh(us, us.objects.states, (a, b) => a !== b)（a 和 b 代表状态，其中一条弧分隔两个不同的状态 a !== b）。如果我们在这里使用县数据，我们只会得到一个分隔县的网格。

相反，我们可以在使用县几何时稍微改变方程式：如果弧仅由一个要素共享，则 a 和 b 都表示该要素，因此我们可以使用：

 var outline = topojson.mesh(topo, topo.objects.cb_2015_new_york_county_20m, (a, b) => a === b);

找出哪些弧在县之间不共享（即：州的外边缘或边界）。

我在下面创建了一个简单的 chorlopleth，结合 cbertelegni 的更改演示了此答案中的两个更改。

var svg = d3.select("svg");
var path = d3.geoPath();
var format = d3.format("");
var height = 360;
var width = 500;

var names = ["Steuben","Sullivan","Tioga","Fulton","Lewis","Rockland","Schuyler","Dutchess","Westchester","Clinton","Seneca","Jefferson","Wyoming","Monroe","Chemung","Erie","Richmond","Rensselaer","Tompkins","Montgomery","Schoharie","Bronx","Franklin","Otsego","Allegany","Yates","Cortland","Ontario","Wayne","Niagara","Albany","Onondaga","Herkimer","Cattaraugus","Ulster","Nassau","Livingston","Cayuga","Chenango","Columbia","Oswego","Putnam","Greene","New York","Orange","Madison","Warren","Suffolk","Oneida","Chautauqua","Orleans","Saratoga","Schenectady","St. Lawrence","Kings","Genesee","Essex","Queens","Broome",,"Washington","Hamilton","Delaware"]

var max = 20;
var lookup = new Map();
names.forEach(function(name,i) {
  lookup.set(name, max - i * max / names.length);
})

var colorScheme = d3.schemeReds[9];
colorScheme.unshift("#eee");

var color = d3.scaleQuantize()
 .domain([0, 20])
 .range(colorScheme);

d3.json("https://raw.githubusercontent.com/deldersveld/topojson/master/countries/us-states/NY-36-new-york-counties.json", function(topo) {
   
   var geojson = topojson.feature(topo, topo.objects.cb_2015_new_york_county_20m);
   
   var outline = topojson.mesh(topo, topo.objects.cb_2015_new_york_county_20m, (a, b) => a === b);
   
   var projection = d3.geoAlbers()
     .fitSize([width,height],geojson);
     
   var path = d3.geoPath(projection);
   
   var counties = svg.selectAll(null)
     .data(geojson.features)
     .enter()
     .append("path")
     .attr("d",path)
     .attr("fill", d=> color(lookup.get(d.properties.NAME))) 
     
   var state = svg.append("path")
     .attr("d", path(outline))
     .attr("class","state");
 
})

.county-borders {
 fill: none;
 stroke: #fff;
 stroke-width: 0.5px;
 stroke-linejoin: round;
 stroke-linecap: round;
 pointer-events: none;
}

.state {
  fill: none;
  stroke: black;
  stroke-dashArray: 4 6;
  stroke-width: 1px;
}

<script src="https://d3js.org/d3.v4.min.js"></script>
<script src="https://d3js.org/topojson.v1.min.js"></script>
<script src="https://d3js.org/d3-scale-chromatic.v1.min.js"></script>
<script src="https://d3js.org/queue.v1.min.js"></script>

<svg width="960" height="600"></svg>

尝试使用 NY topojson 文件重构代码库

Trying to Refactor Codebase with NY topojson file

javascript

data-visualization

shapefile

d3.js

topojson