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Bivariate Hexbin Map
license: gpl-3.0
height: 600
border: no
redirect: https://observablehq.com/@d3/d3-hexbin-map

This example shows how to use d3-hexbin for hexagonal binning on a map with the d3.geoAlbersUsa projection. Approximately 3,000 locations of Walmart stores are shown. These are binned into hexagons, and the hexagon area encodes the number of stores that fall into each bin. Color encodes the median age of Walmart stores in that area, with the oldest stores in black and the youngest stores in blue.

<!DOCTYPE html>
<style>
.nation {
fill: #ddd;
}
.states {
fill: none;
stroke: #fff;
stroke-linejoin: round;
}
.hexagon {
stroke: #fff;
}
</style>
<svg width="960" height="600"></svg>
<script src="https://d3js.org/d3.v4.min.js"></script>
<script src="https://d3js.org/d3-hexbin.v0.2.min.js"></script>
<script src="https://d3js.org/topojson.v2.min.js"></script>
<script>
var svg = d3.select("svg"),
width = +svg.attr("width"),
height = +svg.attr("height");
var parseDate = d3.timeParse("%x");
var color = d3.scaleTime()
.domain([new Date(1962, 0, 1), new Date(2006, 0, 1)])
.range(["black", "steelblue"])
.interpolate(d3.interpolateLab);
var hexbin = d3.hexbin()
.extent([[0, 0], [width, height]])
.radius(10);
var radius = d3.scaleSqrt()
.domain([0, 12])
.range([0, 10]);
// Per https://github.com/topojson/us-atlas
var projection = d3.geoAlbersUsa()
.scale(1280)
.translate([480, 300]);
var path = d3.geoPath();
d3.queue()
.defer(d3.json, "https://d3js.org/us-10m.v1.json")
.defer(d3.tsv, "walmart.tsv", typeWalmart)
.await(ready);
function ready(error, us, walmarts) {
if (error) throw error;
svg.append("path")
.datum(topojson.feature(us, us.objects.nation))
.attr("class", "nation")
.attr("d", path);
svg.append("path")
.datum(topojson.mesh(us, us.objects.states, function(a, b) { return a !== b; }))
.attr("class", "states")
.attr("d", path);
svg.append("g")
.attr("class", "hexagon")
.selectAll("path")
.data(hexbin(walmarts).sort(function(a, b) { return b.length - a.length; }))
.enter().append("path")
.attr("d", function(d) { return hexbin.hexagon(radius(d.length)); })
.attr("transform", function(d) { return "translate(" + d.x + "," + d.y + ")"; })
.attr("fill", function(d) { return color(d3.median(d, function(d) { return +d.date; })); });
}
function typeWalmart(d) {
var p = projection(d);
d[0] = p[0], d[1] = p[1];
d.date = parseDate(d.date);
return d;
}
</script>
0 1 date
-94.148036 36.334145 07/01/1962
-92.966037 36.203334 08/01/1964
-83.459929 34.24863 04/12/1988
-94.513179 36.181117 08/01/1965
-92.439708 35.110687 05/01/1972
-92.275897 34.790476 10/01/1967
-92.72818 35.131691 10/01/1967
-89.579482 36.86933 03/01/1968
-94.977187 35.890855 07/01/1968
-92.465717 36.452566 03/01/1968
-95.60734 36.32548 07/01/1968
-94.310477 37.141918 11/01/1968
-92.649472 37.658495 04/01/1969
-91.860475 36.727714 05/01/1969
-94.356251 35.469947 04/01/1969
-94.394421 36.841485 05/01/1969
-91.21215 35.71028 11/01/1969
-90.408144 36.755411 04/03/1990
-93.749461 38.366172 10/01/1970
-92.146829 37.82642 03/01/1970
-95.319049 36.3062 10/01/1970
-92.0807 32.516689 11/01/1970
-92.11035 34.883828 04/01/1971
-91.884766 39.170871 02/01/1971
-94.914155 39.319931 11/01/1970
-91.546032 37.636087 02/01/1971
-94.85117 36.976639 05/01/1971
-92.185145 38.564489 08/01/1971
-89.953355 36.79946 11/01/1971
-94.632948 35.045605 06/01/1971
-93.259842 36.640851 06/01/1971
-93.788686 34.045389 06/01/1971
-94.099869 37.391323 11/01/1971
-96.558692 39.186668 10/01/1971
-90.524918 36.059925 11/01/1971
-90.435012 37.787944 09/01/1971
-94.800283 33.89552 12/09/1971
-94.705373 37.810235 03/01/1972
-92.454 39.43233 11/01/1971
-95.932435 36.739207 05/01/1972
-95.643001 37.033267 02/01/1973
-96.825073 39.021883 05/01/1972
-92.565568 38.333763 02/01/1972
-90.685164 35.821221 08/01/1972
-93.396757 37.594649 08/01/1972
-94.812222 35.44892 07/01/1972
-93.947829 36.915901 11/01/1972
-95.510044 34.010795 10/01/1972
-95.143509 36.63598 09/01/1973
-91.943907 38.86403 05/01/1973
-93.089517 34.493086 07/01/1972
-94.143611 36.167274 06/01/1972
-93.902379 35.141897 10/01/1972
-92.676769 36.962221 08/01/1973
-90.971722 36.07489 10/01/1972
-93.106773 35.278174 05/01/1973
-94.477694 37.07405 05/01/1972
-90.980646 38.97841 03/01/1975
-93.737229 38.779135 11/01/1972
-89.856079 35.928492 11/01/1972
-95.395139 35.957489 09/01/1973
-89.240636 35.592466 02/01/1973
-91.15795 38.221185 07/03/1973
-93.456641 35.44847 08/01/1973
-94.225727 34.58631 07/01/1973
-90.751552 35.244479 08/01/1973
-90.391083 38.212753 12/01/1973
-90.148524 35.154948 07/01/1974
-90.95828 36.248073 11/01/1973
-94.704909 37.433371 01/01/1974
-96.160018 35.98849 10/01/1974
-89.984357 35.697714 11/01/1973
-92.410009 31.366854 11/13/1984
-93.585117 36.377735 11/01/1973
-97.41592 30.599448 10/30/1979
-92.921458 37.336332 09/01/1973
-94.546108 37.084652 04/01/1974
-92.33425 38.937799 06/01/1973
-94.63366 35.817263 06/01/1973
-89.885699 37.722972 04/01/1974
-93.225167 33.226519 08/01/1974
-92.413473 35.127358 05/01/1974
-92.577651 34.581553 04/01/1974
-93.310875 37.24721 12/01/1973
-93.248095 32.627691 07/01/1974
-92.26275 37.149916 02/01/1974
-92.845464 37.935869 02/01/1974
-94.769081 36.57897 04/01/1974
-90.790971 35.029877 09/01/1974
-93.718573 36.947616 04/01/1974
-89.640142 35.583664 10/01/1974
-89.855783 35.390412 07/01/1974
-90.511653 37.872662 10/01/1974
-94.349423 38.588583 10/01/1974
-89.553434 35.747529 11/01/1974
-91.887364 32.777717 02/01/1975
-90.972254 38.433333 02/01/1976
-94.221623 36.368584 10/01/1974
-91.777317 37.939184 02/01/1976
-91.548729 34.479278 09/01/1974
-96.920932 35.384301 08/01/1975
-88.745002 35.872336 07/01/1974
-88.535216 34.908824 08/01/1974
-88.895748 36.514801 08/01/1974
-88.782561 36.324103 10/01/1974
-97.425418 35.854994 02/01/1975
-94.234316 39.75388 02/01/1975
-95.452631 37.653335 11/01/1975
-88.851806 33.441823 04/01/1975
-97.933058 35.051213 07/01/1975
-88.562734 34.676487 04/01/1975
-88.659436 33.631959 09/01/1976
-93.984754 32.857636 08/01/1975
-94.739572 34.022301 06/01/1975
-88.459403 33.967824 04/01/1976
-91.613941 35.764825 03/01/1976
-88.91491 35.841499 03/01/1976
-95.96181 35.608125 09/01/1975
-89.632978 37.364007 11/01/1975
-96.652692 35.246473 06/01/1975
-92.375747 34.670081 03/01/1975
-94.410748 35.327836 04/01/1975
-92.407155 34.747626 03/01/1976
-92.828072 34.385231 02/01/1976
-90.675056 35.806744 08/01/1978
-97.143036 34.153414 07/01/1975
-95.322847 35.770263 07/01/1975
-94.968192 33.136035 11/01/1975
-97.932608 35.848903 02/01/1976
-94.117647 33.659928 05/01/1976
-99.443183 35.411701 08/01/1976
-93.554045 39.777542 04/01/1976
-97.29936 36.81142 04/01/1976
-97.051458 36.123412 10/01/1976
-93.258547 37.239942 11/01/1977
-97.366159 35.029998 07/01/1976
-94.71564 31.358708 09/01/1976
-94.341961 35.348672 05/01/1976
-95.071379 33.611759 05/01/1976
-88.359032 36.866705 06/01/1976
-94.200566 36.052306 09/01/1976
-91.07074 39.433396 10/01/1976
-94.940109 32.746034 03/01/1976
-96.589689 33.707891 07/01/1976
-95.509797 33.661538 06/01/1976
-92.708368 32.227875 03/01/1977
-99.381687 36.414557 10/01/1976
-95.745164 34.913535 03/01/1977
-90.574939 38.154223 12/01/1976
-89.980849 34.832285 10/01/1976
-89.968554 34.624603 08/01/1977
-89.664318 36.19748 01/01/1977
-91.694259 35.250431 01/01/1977
-96.192354 33.592867 05/01/1977
-92.294135 38.956096 03/01/1977
-91.618789 36.25054 01/01/1977
-88.446906 36.001984 05/01/1977
-98.244438 35.057896 06/01/1977
-94.655301 31.649003 02/01/1977
-89.02213 34.250798 02/01/1977
-94.784436 32.159326 05/01/1977
-91.894033 37.259569 03/01/1977
-91.952974 33.136169 04/01/1977
-95.884116 36.293026 02/07/1978
-91.895726 34.795082 09/01/1977
-93.067716 31.752704 10/01/1977
-92.853593 33.585066 11/01/1977
-91.030836 38.546345 07/01/1977
-90.046548 37.985054 10/01/1977
-80.755079 28.394482 10/15/1985
-89.680555 35.0459 11/01/1977
-88.949519 34.722679 07/01/1977
-88.307303 36.283453 11/01/1977
-98.648058 36.797537 11/01/1977
-93.350579 37.182903 02/01/1977
-95.264717 31.953321 03/14/1978
-94.42351 33.448665 08/08/1978
-91.037917 33.405817 06/01/1979
-89.114342 33.175272 10/01/1977
-94.255951 39.038534 02/01/1978
-97.137213 33.641145 07/21/1993
-96.849791 37.882633 11/01/1977
-89.884439 37.831215 07/01/1977
-92.582368 40.214976 07/01/1977
-90.040789 36.236614 07/01/1977
-87.053601 35.596441 09/15/1981
-94.977095 29.749644 01/22/1985
-94.2633 39.331554 07/01/1977
-89.186425 37.73534 07/01/1977
-90.641222 40.458596 07/01/1977
-88.987588 38.622524 07/01/1977
-89.397723 40.157926 07/01/1977
-90.244319 39.723223 07/01/1977
-89.954797 38.514528 07/01/1977
-93.070888 39.790852 08/29/1978
-87.885889 37.110323 02/14/1978
-89.103355 32.771188 03/28/1978
-96.627313 33.222766 03/28/1978
-96.464213 36.317854 03/21/1978
-94.739412 37.006126 04/04/1978
-93.844736 35.502268 06/01/1978
-96.247637 35.072406 07/18/1978
-97.0988 32.007636 09/12/1978
-97.48443 35.220425 11/01/1977
-89.667248 39.182687 05/16/1978
-94.015091 30.905547 10/10/1978
-89.735503 33.471565 05/15/1979
-88.969827 37.74193 03/27/1979
-97.012005 33.045681 09/05/1978
-88.571497 35.139496 04/10/1979
-93.267125 38.709207 10/03/1978
-97.339667 32.529497 10/17/1978
-97.760235 35.49673 10/31/1978
-89.703527 38.140855 12/05/1978
-88.960256 38.312227 06/13/1978
-96.994754 34.506304 10/24/1978
-94.182678 33.113989 10/17/1978
-97.972644 35.510946 10/10/1978
-97.360422 32.360272 09/19/1978
-90.536864 35.690659 10/31/1978
-93.71448 35.291909 12/05/1978
-96.645828 34.781583 09/19/1978
-96.137671 34.370641 09/19/1978
-89.222618 37.463057 11/21/1978
-94.471038 39.22342 12/05/1978
-90.595304 36.411387 11/28/1978
-95.436583 31.316108 02/01/1979
-89.167463 37.354718 11/14/1978
-87.060804 35.204108 02/13/1979
-89.380071 32.97513 07/31/1979
-95.90001 33.257922 06/19/1979
-94.843616 38.694721 09/18/1979
-90.875475 38.813636 10/15/1980
-92.653644 31.936231 07/31/1979
-96.010725 36.368576 09/18/1979
-95.974971 35.439822 03/13/1979
-96.457597 31.685669 08/28/1979
-95.099342 30.335157 03/06/1979
-93.384076 38.242914 03/27/1979
-95.482294 32.688034 07/10/1979
-89.238858 38.02354 03/18/1980
-90.315406 39.104947 12/30/1986
-88.094511 38.739478 11/13/1979
-89.958252 38.777707 08/21/1979
-87.91782 37.682787 10/30/1979
-88.706773 34.314085 02/12/1980
-96.562685 32.853534 08/28/1979
-96.848818 32.386291 07/17/1979
-93.063281 34.455934 12/01/1981
-88.935069 37.993939 07/31/1979
-87.380157 36.062288 06/26/1979
-96.303092 32.737185 09/25/1979
-97.095407 32.931013 06/24/1980
-94.475182 37.13358 05/01/1980
-88.235245 35.202992 10/23/1979
-98.422383 34.619294 10/29/1979
-93.05554 32.800239 08/04/1981
-97.78748 33.470038 08/07/1979
-86.819722 35.947623 08/21/1979
-88.351989 34.186772 07/03/1979
-88.20244 34.804522 08/21/1979
-94.951247 30.711104 10/23/1979
-95.124472 35.253884 02/18/1981
-97.493206 35.31996 03/04/1980
-93.691677 32.52245 06/30/1981
-94.413202 34.047941 02/12/1980
-97.008993 30.652157 10/30/1979
-92.029373 35.507387 10/30/1979
-86.57136 36.696825 09/30/1980
-93.838805 30.022938 02/26/1980
-97.132479 32.579046 09/25/1979
-94.942365 30.722199 09/25/1979
-96.620744 32.330973 12/04/1979
-87.568571 33.904134 11/27/1979
-94.426614 30.766353 10/30/1979
-91.38329 33.61007 10/30/1979
-97.460945 29.515445 07/01/1980
-97.668555 29.863313 08/12/1980
-96.070721 30.397168 05/28/1980
-87.105483 37.288826 07/29/1980
-90.656645 38.506004 04/01/1980
-93.16404 35.230807 08/28/1980
-95.235631 30.105493 09/01/1981
-86.156364 34.214275 08/12/1980
-86.43503 36.951395 09/30/1980
-85.761648 33.782651 10/14/1980
-85.988924 34.009877 08/12/1980
-89.313314 37.789031 09/30/1980
-89.958081 34.622123 09/03/1980
-86.886783 36.482569 10/23/1979
-89.546376 32.7286 11/20/1979
-86.565334 34.3158 02/26/1980
-92.150163 32.501848 11/16/1982
-86.045845 35.455293 02/10/1981
-92.096269 29.97034 10/28/1980
-92.364425 30.2307 09/30/1980
-91.513567 29.812711 10/13/1980
-92.277124 30.69783 11/18/1980
-90.570608 38.410447 04/07/1981
-86.567999 35.140415 11/20/1979
-86.45029 33.971239 10/14/1980
-86.091264 33.997147 11/18/1980
-88.740381 39.06167 09/15/1981
-94.446312 34.64201 04/15/1980
-94.492649 38.81278 06/24/1980
-96.899313 31.306295 10/14/1980
-96.411065 30.150335 11/11/1980
-96.332769 30.658718 06/29/1982
-93.710773 32.031006 09/03/1980
-96.391073 35.828294 11/03/1981
-94.074012 38.99639 10/14/1980
-93.718329 39.076045 10/21/1980
-94.805651 36.418203 08/05/1980
-90.153926 38.360853 04/21/1981
-85.818398 33.7183 04/15/1980
-96.997161 28.877441 11/11/1980
-93.325516 30.232566 02/10/1981
-86.706386 34.769813 10/13/1981
-86.877488 37.414584 02/03/1981
-89.901694 39.279782 11/11/1980
-88.854223 35.667654 11/11/1980
-92.398912 34.289155 08/04/1980
-90.433984 37.78946 11/18/1980
-94.296861 37.508334 09/09/1980
-92.396949 33.833459 11/18/1980
-95.529621 35.471623 06/30/1981
-96.605302 39.84182 11/18/1980
-95.508326 39.848765 11/18/1980
-89.298183 39.558586 06/02/1981
-96.288709 29.217384 10/20/1981
-95.612415 31.73453 08/03/1982
-97.109203 37.788982 12/02/1980
-90.659502 33.457907 02/02/1982
-91.802762 33.62415 11/18/1980
-91.38306 33.601099 11/18/1980
-97.597771 40.826699 10/30/1984
-89.807025 37.924822 11/18/1980
-98.5831 33.082052 06/02/1981
-91.526961 38.332654 06/30/1981
-85.420469 32.635618 11/18/1980
-85.484816 32.588862 09/01/1981
-92.8431 38.43165 07/21/1981
-94.22097 35.485448 06/02/1981
-94.149785 36.123675 11/17/1981
-96.738535 35.985615 06/30/1981
-89.977267 38.690981 07/08/1981
-87.823281 33.856473 08/18/1981
-93.213377 39.112976 12/01/1981
-94.191628 31.806006 03/31/1981
-90.047346 32.283711 03/31/1981
-84.379288 35.505072 02/01/1983
-95.237915 37.340299 11/11/1980
-96.995748 37.226692 11/18/1980
-97.411838 37.267309 11/18/1980
-97.794721 32.433889 09/29/1981
-100.032825 37.767305 03/10/1981
-93.738632 36.08544 03/10/1981
-95.632288 35.951831 07/21/1981
-86.569876 34.705239 08/11/1981
-93.708091 32.539454 04/21/1981
-88.182856 32.592301 12/01/1981
-95.747914 39.45899 09/29/1981
-93.230183 36.96811 10/20/1981
-94.106811 34.900424 02/02/1982
-97.871911 31.120622 08/04/1981
-95.267769 38.583198 03/03/1981
-94.178879 30.348039 07/08/1981
-94.221722 30.264329 12/01/1981
-97.270427 29.087744 07/28/1981
-92.655425 30.244353 07/01/1983
-96.861279 35.70978 09/21/1982
-94.399057 35.405139 08/31/1982
-97.485904 35.624061 11/17/1981
-86.387259 35.833563 03/10/1981
-88.740315 34.255924 06/02/1981
-98.698625 35.526036 06/02/1981
-88.807537 35.550885 09/01/1981
-87.274311 34.493092 12/01/1981
-98.295955 26.196499 11/03/1981
-82.682347 34.556328 03/06/1984
-98.205526 26.190704 11/17/1981
-94.730693 32.540684 05/04/1982
-94.788633 32.532145 12/01/1981
-95.489077 30.330806 10/18/1983
-91.236667 30.27436 09/29/1981
-91.906075 30.284979 12/01/1981
-87.723038 34.496537 11/03/1981
-97.91561 29.881646 03/02/1982
-93.268628 31.121821 08/17/1982
-86.51354 35.975342 11/03/1981
-97.728272 31.09129 12/01/1981
-93.95115 29.915132 07/13/1982
-87.584828 34.245079 10/13/1981
-88.314628 36.625678 10/06/1981
-88.989636 33.896097 08/03/1982
-95.830723 32.209545 05/24/1983
-97.222158 26.071566 05/18/1982
-98.557289 34.093185 06/29/1982
-91.831899 30.214556 03/02/1982
-95.596241 33.119489 05/03/1983
-97.171163 40.147655 08/03/1982
-98.717807 37.645751 08/17/1982
-98.520468 33.939447 05/31/1982
-97.597075 33.236029 06/29/1982
-87.725656 39.005983 08/03/1982
-86.833945 33.255131 12/01/1981
-86.608861 32.818873 08/03/1982
-86.592746 34.080187 08/03/1982
-96.876843 33.071763 11/30/1982
-96.151878 33.065629 10/05/1982
-91.143552 30.648448 10/04/1983
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@fawcett
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fawcett commented Jan 10, 2013

Mike,

In line 54, you load us.json. The page is failing because the example doesn't include a copy of us.json. Is it possible to include a copy of that file with this example?

Thanks,

David.

@eglookz
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eglookz commented Apr 5, 2014

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