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NBA shot charts
Raw
.block
license: BSD-3-Clause
height: 680
border: no
Raw
README.md

d3-shotchart

This is a simple example of an NBA shot chart using the d3-shotchart plugin and Joel Embiid's publicly available shot data.

Raw
d3-shotchart.js
(function (global, factory) {
typeof exports === 'object' && typeof module !== 'undefined' ? factory(exports) :
typeof define === 'function' && define.amd ? define(['exports'], factory) :
(factory((global.d3 = global.d3 || {})));
}(this, function (exports) { 'use strict';
// SCALES USED TO INVERT COURT Y COORDS AND MAP SHOOTING PERCENTAGES OF BINS TO A FILL COLOR
var yScale = d3.scaleLinear().domain([0, 47]).rangeRound([47, 0]);
function court() {
// NBA court dimensions are 50ft sideline to sideline and 94feet baseline to baseline (47ft half court)
// Forcing at least a 500x470 ratio for the court in order to paint shots appropriately
var width = 500,
height = .94 * width;
function court(selection){
selection.each(function(data){
// Responsive container for the shotchart
d3.select(this).style("max-width", width/16 + "em");
// Select the SVG if it exists
if (!d3.select(this).selectAll("svg").empty()){
var svg = d3.select(this).selectAll("svg");
}
else {
var svg = d3.select(this).append("svg")
.attr("viewBox", "0, 0, " + 50 + ", " + 47 + "")
.classed("court", true);
// Append the outer paint rectangle
svg.append("g")
.classed("court-paint", true)
.append("rect")
.attr("width", 16)
.attr("height", 19)
.attr("x", 25)
.attr("transform", "translate(" + -8 + "," + 0 + ")")
.attr("y", yScale(19));
// Append inner paint lines
svg.append("g")
.classed("inner-court-paint", true)
.append("line")
.attr("x1", 19)
.attr("x2", 19)
.attr("y1", yScale(19))
.attr("y2", yScale(0));
svg.append("g")
.classed("inner-court-paint", true)
.append("line")
.attr("x1", 31)
.attr("x2", 31)
.attr("y1", yScale(19))
.attr("y2", yScale(0));
// Append foul circle
// Add clipPaths w/ rectangles to make the 2 semi-circles with our desired styles
var dashedFoulCircle = svg.append("g").classed("foul-circle dashed", true);
dashedFoulCircle.append("defs").append("clipPath")
.attr("id", "cut-off-top")
.append("rect")
.attr("width", 12)
.attr("height", 6)
.attr("x", 25)
.attr("y", yScale(19)) // 47-19 (top of rectangle is pinned to foul line, which is at 19 ft)
.attr("transform", "translate(" + -6 + "," + 0 + ")");
dashedFoulCircle.append("circle")
.attr("cx", 25)
.attr("cy", yScale(19)) // 47-19
.attr("r", 6)
.attr("stroke-dasharray", 1 + "," + 1)
.attr("clip-path", "url(#cut-off-top)");
var solidFoulCircle = svg.append("g").classed("foul-circle solid", true);
solidFoulCircle.append("defs").append("clipPath")
.attr("id", "cut-off-bottom")
.append("rect")
.attr("width", 12)
.attr("height", 6)
.attr("x", 25)
.attr("y", yScale(19)) /*foul line is 19 feet, then transform by 6 feet (circle radius) to pin rectangle above foul line..clip paths only render the parts of the circle that are in the rectangle path */
.attr("transform", "translate(" + -6 + "," + -6 + ")");
solidFoulCircle.append("circle")
.attr("cx", 25)
.attr("cy", yScale(19))
.attr("r", 6)
.attr("clip-path", "url(#cut-off-bottom)");
// Add backboard and rim
svg.append("g").classed("backboard", true)
.append("line")
.attr("x1", 22)
.attr("x2", 28)
.attr("y1", yScale(4)) // 47-4
.attr("y2", yScale(4)); // 47-4
svg.append("g").classed("rim", true)
.append("circle")
.attr("cx", 25)
.attr("cy", yScale(4.75)) // 47-4.75 need to set center point of circle to be 'r' above backboard
.attr("r", .75); //regulation rim is 18 inches
// Add restricted area -- a 4ft radius circle from the center of the rim
var restrictedArea = svg.append("g").classed("restricted-area", true);
restrictedArea.append("defs").append("clipPath")
.attr("id", "restricted-cut-off")
.append("rect")
.attr("width", 8) // width is 2r of the circle it's cutting off
.attr("height", 4) // height is 1r of the circle it's cutting off
.attr("x", 25) // center rectangle
.attr("y", yScale(4.75))
.attr("transform", "translate(" + -4 + "," + -4 + ")");
restrictedArea.append("circle")
.attr("cx", 25)
.attr("cy", yScale(4.75))
.attr("r", 4)
.attr("clip-path", "url(#restricted-cut-off)");
restrictedArea.append("line")
.attr("x1", 21)
.attr("x2", 21)
.attr("y1", yScale(5.25))
.attr("y2", yScale(4));
restrictedArea.append("line")
.attr("x1", 29)
.attr("x2", 29)
.attr("y1", yScale(5.25))
.attr("y2", yScale(4));
// Add 3 point arc
var threePointArea = svg.append("g").classed("three-point-area", true);
threePointArea.append("defs").append("clipPath")
.attr("id", "three-point-cut-off")
.append("rect")
.attr("width", 44)
.attr("height", 23.75)
.attr("x", 25)
.attr("y", yScale(4.75)) // put recentagle at centerpoint of circle then translate by the inverse of the circle radius to cut off top half
.attr("transform", "translate(" + -22 + "," + -23.75 + ")");
threePointArea.append("circle")
.attr("cx", 25)
.attr("cy", yScale(4.75))
.attr("r", 23.75)
.attr("clip-path", "url(#three-point-cut-off)");
threePointArea.append("line")
.attr("x1", 3)
.attr("x2", 3)
.attr("y1", yScale(14))
.attr("y2", yScale(0));
threePointArea.append("line")
.attr("x1", 47)
.attr("x2", 47)
.attr("y1", yScale(14))
.attr("y2", yScale(0));
// Add key lines
var keyLines = svg.append("g").classed("key-lines", true);
keyLines.append("line")
.attr("x1", 16)
.attr("x2", 17)
.attr("y1", yScale(7))
.attr("y2", yScale(7));
keyLines.append("line")
.attr("x1", 16)
.attr("x2", 17)
.attr("y1", yScale(8))
.attr("y2", yScale(8));
keyLines.append("line")
.attr("x1", 16)
.attr("x2", 17)
.attr("y1", yScale(11))
.attr("y2", yScale(11));
keyLines.append("line")
.attr("x1", 16)
.attr("x2", 17)
.attr("y1", yScale(14))
.attr("y2", yScale(14));
keyLines.append("line")
.attr("x1", 33)
.attr("x2", 34)
.attr("y1", yScale(7))
.attr("y2", yScale(7));
keyLines.append("line")
.attr("x1", 33)
.attr("x2", 34)
.attr("y1", yScale(8))
.attr("y2", yScale(8));
keyLines.append("line")
.attr("x1", 33)
.attr("x2", 34)
.attr("y1", yScale(11))
.attr("y2", yScale(11));
keyLines.append("line")
.attr("x1", 33)
.attr("x2", 34)
.attr("y1", yScale(14))
.attr("y2", yScale(14));
// Append baseline
svg.append("g")
.classed("court-baseline", true)
.append("line")
.attr("x1", 0)
.attr("x2", 50)
.attr("y1", yScale(0))
.attr("y2", yScale(0));
svg.append("g").classed("shots", true);
};
});
};
court.width = function(_) {
if (!arguments.length) return width;
width = _;
height = .94 * _;
return court;
};
court.theme= function(_) {
if (!arguments.length) return theme;
shotchart.activeTheme = _;
return court;
};
return court;
};
var activeDisplay$1 = "scatter";
var activeTheme = "day";
// SCALES USED TO INVERT COURT Y COORDS AND MAP SHOOTING PERCENTAGES OF BINS TO A FILL COLOR
var yScale$1 = d3.scaleLinear().domain([0, 47]).rangeRound([47, 0]);
var percentFormatter = d3.format(".2%");
function shots() {
var hexRadiusValues = [.8, 1, 1.2],
hexMinShotThreshold = 1,
heatScale = d3.scaleQuantize().domain([0, 1]).range(['#5458A2', '#6689BB', '#FADC97', '#F08460', '#B02B48']),
hexRadiusScale = d3.scaleQuantize().domain([0, 2]).range(hexRadiusValues),
toolTips = false,
hexbin = d3_hexbin.hexbin()
.radius(1.2)
.x(function(d) { return d.key[0]; }) // accessing the x, y coords from the nested json key
.y(function(d) { return yScale$1(d.key[1]); });
var _nestShotsByLocation = function(data) {
var nestedData = d3.nest()
.key(function(d) {
return [d.x, d.y];
})
.rollup(function(v) { return {
"made": d3.sum(v, function(d) { return d.shot_made_flag }),
"attempts": v.length,
"shootingPercentage": d3.sum(v, function(d) { return d.shot_made_flag })/v.length
}})
.entries(data);
// change to use a string split and force cast to int
nestedData.forEach(function(a){
a.key = JSON.parse("[" + a.key + "]");
});
return nestedData;
};
var _getHexBinShootingStats = function(data, index) {
var attempts = d3.sum(data, function(d) { return d.value.attempts; })
var makes = d3.sum(data, function(d) { return d.value.made; })
var shootingPercentage = makes/attempts;
data.shootingPercentage = shootingPercentage;
data.attempts = attempts;
data.makes = makes;
return data;
};
function shots(selection){
selection.each(function(data){
var shotsGroup = d3.select(this).select("svg").select(".shots"),
legends = d3.select(this).select("#legends"),
nestedData = _nestShotsByLocation(data),
hexBinCoords = hexbin(nestedData).map(_getHexBinShootingStats);
if (activeDisplay$1 === "scatter"){
if (legends.empty() === false){
legends.remove();
}
var shots = shotsGroup.selectAll(".shot")
.data(data, function(d){ return [d.x, d.y]; });
shots.exit()
.transition().duration(1000)
.attr("r", 0)
.attr("d", hexbin.hexagon(0))
.remove();
if (toolTips) {
var tool_tip = d3.tip()
.attr("class", "d3-tip")
.offset([-8, 0])
.html(function(d) {
return d.shot_distance + "' " + d.action_type;
});
shotsGroup.call(tool_tip);
}
shots.enter()
.append("circle")
.classed("shot", true)
.classed("make", function(d){
return d.shot_made_flag === 1; // used to set fill color to green if it's a made shot
})
.classed("miss", function(d){
return d.shot_made_flag === 0; // used to set fill color to red if it's a miss
})
.attr("cx", function(d) { return d.x; })
.attr("cy", function(d) { return yScale$1(d.y); })
.attr("r", 0)
.on('mouseover', function(d) { if (toolTips) {tool_tip.show(d);} })
.on('mouseout', function(d) { if (toolTips) {tool_tip.hide(d);} })
.transition().duration(1000)
.attr("r", .5);
}
else if (activeDisplay$1 === "hexbin"){
var shots = shotsGroup.selectAll(".shot")
.data(hexBinCoords, function(d){ return [d.x, d.y]; });
shots.exit()
.transition().duration(1000)
.attr("r", 0)
.attr("d", hexbin.hexagon(0))
.remove();
if (toolTips) {
var tool_tip = d3.tip()
.attr("class", "d3-tip")
.offset([-8, 0])
.html(function(d) {
return d.makes + " / " + d.attempts + " (" + percentFormatter(d.shootingPercentage) + ")";
});
shotsGroup.call(tool_tip);
}
shots.enter()
.append("path")
.classed("shot", true)
.attr("transform", function(d) { return "translate(" + d.x + "," + d.y + ")"; })
.attr("d", hexbin.hexagon(0))
.on('mouseover', function(d) { if (toolTips) {tool_tip.show(d);} })
.on('mouseout', function(d) { if (toolTips) {tool_tip.hide(d);} })
.transition().duration(1000)
.attr("d", function(d) {
if (d.length >= hexMinShotThreshold) {
if (d.length <= 3){
return hexbin.hexagon(hexRadiusScale(0));
}
else if (3 < d.length && d.length <= 8){
return hexbin.hexagon(hexRadiusScale(1));
}
else {
return hexbin.hexagon(hexRadiusScale(2));
}
}
})
.style("fill", function(d) { return heatScale(d.shootingPercentage); });
// CHANGE TO USE SELECTION.EMPTY()
if (legends.empty() === true){
var legendSVG = d3.select(this).append('svg').attr("viewBox", "0, 0, " + 50 + ", " + 10 + "").attr('id', 'legends'),
efficiencyLegend = legendSVG.append('g').classed('legend', true),
frequencyLegend = legendSVG.append('g').classed('legend', true)
.classed('frequency', true),
frequencyLegendXStart = 7;
efficiencyLegend.append("text")
.classed('legend-text', true)
.attr("x", 40)
.attr("y", 5)
.attr("text-anchor", "middle")
.text("Efficiency");
efficiencyLegend.append("text")
.classed("legend-text", true)
.attr("x", 34.25)
.attr("y", 2.5)
.attr("text-anchor", "end")
.text("cold");
efficiencyLegend.append("text")
.classed("legend-text", true)
.attr("x", 45.75)
.attr("y", 2.5)
.attr("text-anchor", "start")
.text("hot");
efficiencyLegend.selectAll('path').data(heatScale.range())
.enter()
.append('path')
.attr("transform", function (d, i) {
return "translate(" +
(35 + ((1 + i*2) * 1)) + ", " + 2 + ")";
})
.attr('d', hexbin.hexagon(0))
.transition().duration(1000)
.attr('d', hexbin.hexagon(1))
.style('fill', function (d) { return d; });
efficiencyLegend.selectAll("text").style("fill", function(){
if (activeTheme === "night"){ return "white"; }
else if (activeTheme === "day"){ return "black"; };
});
frequencyLegend.append("text")
.classed('legend-text', true)
.attr("x", 10.25)
.attr("y", 5)
.attr("text-anchor", "middle")
.text("Frequency");
frequencyLegend.append("text")
.classed("legend-text", true)
.attr("x", 6.25)
.attr("y", 2.5)
.attr("text-anchor", "end")
.text("low");
frequencyLegend.selectAll('path').data(hexRadiusValues)
.enter()
.append('path')
.attr("transform", function (d, i) {
frequencyLegendXStart += d * 2;
return "translate(" + (frequencyLegendXStart - d) + ", " + 2 + ")";
})
.attr('d', hexbin.hexagon(0))
.transition().duration(1000)
.attr('d', function (d) { return hexbin.hexagon(d); })
frequencyLegend.append("text")
.classed("legend-text", true)
.attr("x", 13.75)
.attr("y", 2.5)
.attr("text-anchor", "start")
.text("high");
frequencyLegend.selectAll("text").style("fill", function(){
if (activeTheme === "night"){ return "white"; }
else if (activeTheme === "day"){ return "black"; };
})
frequencyLegend.selectAll("path").style("fill", function(){
if (activeTheme === "night"){ return "none"; }
else if (activeTheme === "day"){ return "grey"; };
});
};
};
});
};
shots.displayType = function(_) {
if (!arguments.length) return activeDisplay$1;
activeDisplay$1 = _;
return shots;
};
shots.shotRenderThreshold = function(_) {
if (!arguments.length) return hexMinShotThreshold;
hexMinShotThreshold = _;
return shots;
};
shots.displayToolTips = function(_) {
if (!arguments.length) return toolTips;
toolTips = _;
return shots;
};
return shots;
};
exports.court = court;
exports.shots = shots;
Object.defineProperty(exports, '__esModule', { value: true });
}));
Raw
index.html
<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1" />
</head>
<style>
body {
margin: 0;
top: 0;
right: 0;
bottom: 0;
left: 0;
font-size: 100%;
}
.shot-chart{
margin-left: auto;
margin-right: auto;
}
svg {
stroke-width: .2;
}
svg text {
font-size: .2em;
}
svg text.legend-text {
font-size: .075em;
}
svg rect {
stroke: black;
width: 1;
fill: none;
}
svg line {
stroke: black;
fill: none;
width: 1;
}
svg circle {
stroke: black;
fill: none;
}
circle.shot.make {
fill: green;
stroke: white;
stroke-width: .05;
}
circle.shot.miss {
fill: red;
stroke: white;
stroke-width: .05;
}
path.shot {
stroke: white;
fill: none;
stroke-width: .05;
}
path {
stroke: white;
stroke-width: .05;
}
</style>
<body>
<div class="shot-chart"></div>
<script src="https://cdnjs.cloudflare.com/ajax/libs/d3/4.4.0/d3.min.js"></script>
<script src="https://d3js.org/d3-hexbin.v0.2.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/d3-tip/0.7.1/d3-tip.min.js"></script>
<script src="d3-shotchart.js" ></script>
<script src="shots.js" ></script>
<script>
var courtSelection = d3.select(".shot-chart");
var court = d3.court().width(600);
var shots = d3.shots().shotRenderThreshold(1).displayToolTips(true).displayType("hexbin");
// DRAW COURT AND SHOTS ONTO THE PAGE
courtSelection.call(court);
courtSelection.datum(data).call(shots);
// shots.displayType("scatter");
// courtSelection.call(shots);
</script>
</body>
</html>
Raw
shots.js
var data = [
{
"action_type": "Jump Shot",
"event_type": "Missed Shot",
"game_date": 1477440000000,
"game_event_id": 5,
"game_id": "0021600011",
"grid_type": "Shot Chart Detail",
"htm": "PHI",
"loc_x": 55,
"loc_y": 237,
"minutes_remaining": 11,
"period": 1,
"player_id": 203954,
"player_name": "Joel Embiid",
"seconds_remaining": 33,
"shot_attempted_flag": 1,
"shot_distance": 24,
"shot_made_flag": 0,
"shot_type": "3PT Field Goal",
"shot_zone_area": "Center(C)",
"shot_zone_basic": "Above the Break 3",
"shot_zone_range": "24+ ft.",
"team_id": 1610612755,
"team_name": "Philadelphia 76ers",
"vtm": "OKC",
"x": 19.5,
"y": 28.45
},
{
"action_type": "Turnaround Jump Shot",
"event_type": "Made Shot",
"game_date": 1477440000000,
"game_event_id": 38,
"game_id": "0021600011",
"grid_type": "Shot Chart Detail",
"htm": "PHI",
"loc_x": 53,
"loc_y": 149,
"minutes_remaining": 8,
"period": 1,
"player_id": 203954,
"player_name": "Joel Embiid",
"seconds_remaining": 17,
"shot_attempted_flag": 1,
"shot_distance": 15,
"shot_made_flag": 1,
"shot_type": "2PT Field Goal",
"shot_zone_area": "Center(C)",
"shot_zone_basic": "Mid-Range",
"shot_zone_range": "8-16 ft.",
"team_id": 1610612755,
"team_name": "Philadelphia 76ers",
"vtm": "OKC",
"x": 19.7,
"y": 19.65
},
{
"action_type": "Jump Shot",
"event_type": "Missed Shot",
"game_date": 1477440000000,
"game_event_id": 195,
"game_id": "0021600011",
"grid_type": "Shot Chart Detail",
"htm": "PHI",
"loc_x": -117,
"loc_y": -41,
"minutes_remaining": 7,
"period": 2,
"player_id": 203954,
"player_name": "Joel Embiid",
"seconds_remaining": 41,
"shot_attempted_flag": 1,
"shot_distance": 12,
"shot_made_flag": 0,
"shot_type": "2PT Field Goal",
"shot_zone_area": "Left Side(L)",
"shot_zone_basic": "Mid-Range",
"shot_zone_range": "8-16 ft.",
"team_id": 1610612755,
"team_name": "Philadelphia 76ers",
"vtm": "OKC",
"x": 36.7,
"y": 0.65
},
{
"action_type": "Jump Shot",
"event_type": "Made Shot",
"game_date": 1477440000000,
"game_event_id": 200,
"game_id": "0021600011",
"grid_type": "Shot Chart Detail",
"htm": "PHI",
"loc_x": 43,
"loc_y": 252,
"minutes_remaining": 7,
"period": 2,
"player_id": 203954,
"player_name": "Joel Embiid",
"seconds_remaining": 12,
"shot_attempted_flag": 1,
"shot_distance": 25,
"shot_made_flag": 1,
"shot_type": "3PT Field Goal",
"shot_zone_area": "Center(C)",
"shot_zone_basic": "Above the Break 3",
"shot_zone_range": "24+ ft.",
"team_id": 1610612755,
"team_name": "Philadelphia 76ers",
"vtm": "OKC",
"x": 20.7,
"y": 29.95
},
{
"action_type": "Jump Shot",
"event_type": "Missed Shot",
"game_date": 1477440000000,
"game_event_id": 202,
"game_id": "0021600011",
"grid_type": "Shot Chart Detail",
"htm": "PHI",
"loc_x": 73,
"loc_y": 31,
"minutes_remaining": 6,
"period": 2,
"player_id": 203954,
"player_name": "Joel Embiid",
"seconds_remaining": 45,
"shot_attempted_flag": 1,
"shot_distance": 7,
"shot_made_flag": 0,
"shot_type": "2PT Field Goal",
"shot_zone_area": "Center(C)",
"shot_zone_basic": "In The Paint (Non-RA)",
"shot_zone_range": "Less Than 8 ft.",
"team_id": 1610612755,
"team_name": "Philadelphia 76ers",
"vtm": "OKC",
"x": 17.7,
"y": 7.85
},
{
"action_type": "Turnaround Hook Shot",
"event_type": "Missed Shot",
"game_date": 1477440000000,
"game_event_id": 205,
"game_id": "0021600011",
"grid_type": "Shot Chart Detail",
"htm": "PHI",
"loc_x": -66,
"loc_y": 28,
"minutes_remaining": 6,
"period": 2,
"player_id": 203954,
"player_name": "Joel Embiid",
"seconds_remaining": 5,
"shot_attempted_flag": 1,
"shot_distance": 7,
"shot_made_flag": 0,
"shot_type": "2PT Field Goal",
"shot_zone_area": "Center(C)",
"shot_zone_basic": "In The Paint (Non-RA)",
"shot_zone_range": "Less Than 8 ft.",
"team_id": 1610612755,
"team_name": "Philadelphia 76ers",
"vtm": "OKC",
"x": 31.6,
"y": 7.55
},
{
"action_type": "Jump Shot",
"event_type": "Missed Shot",
"game_date": 1477440000000,
"game_event_id": 228,
"game_id": "0021600011",
"grid_type": "Shot Chart Detail",
"htm": "PHI",
"loc_x": 114,
"loc_y": 144,
"minutes_remaining": 3,
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},
{
"action_type": "Driving Layup Shot",
"event_type": "Made Shot",
"game_date": 1481155200000,
"game_event_id": 301,
"game_id": "0021600334",
"grid_type": "Shot Chart Detail",
"htm": "NOP",
"loc_x": 19,
"loc_y": 13,
"minutes_remaining": 8,
"period": 3,
"player_id": 203954,
"player_name": "Joel Embiid",
"seconds_remaining": 13,
"shot_attempted_flag": 1,
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"shot_made_flag": 1,
"shot_type": "2PT Field Goal",
"shot_zone_area": "Center(C)",
"shot_zone_basic": "Restricted Area",
"shot_zone_range": "Less Than 8 ft.",
"team_id": 1610612755,
"team_name": "Philadelphia 76ers",
"vtm": "PHI",
"x": 23.1,
"y": 6.05
},
{
"action_type": "Jump Shot",
"event_type": "Missed Shot",
"game_date": 1481155200000,
"game_event_id": 405,
"game_id": "0021600334",
"grid_type": "Shot Chart Detail",
"htm": "NOP",
"loc_x": -96,
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"minutes_remaining": 10,
"period": 4,
"player_id": 203954,
"player_name": "Joel Embiid",
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"shot_attempted_flag": 1,
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"shot_type": "3PT Field Goal",
"shot_zone_area": "Left Side Center(LC)",
"shot_zone_basic": "Above the Break 3",
"shot_zone_range": "24+ ft.",
"team_id": 1610612755,
"team_name": "Philadelphia 76ers",
"vtm": "PHI",
"x": 34.6,
"y": 29.95
},
{
"action_type": "Layup Shot",
"event_type": "Made Shot",
"game_date": 1481155200000,
"game_event_id": 419,
"game_id": "0021600334",
"grid_type": "Shot Chart Detail",
"htm": "NOP",
"loc_x": 14,
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"minutes_remaining": 8,
"period": 4,
"player_id": 203954,
"player_name": "Joel Embiid",
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"shot_type": "2PT Field Goal",
"shot_zone_area": "Center(C)",
"shot_zone_basic": "Restricted Area",
"shot_zone_range": "Less Than 8 ft.",
"team_id": 1610612755,
"team_name": "Philadelphia 76ers",
"vtm": "PHI",
"x": 23.6,
"y": 6.85
},
{
"action_type": "Jump Shot",
"event_type": "Missed Shot",
"game_date": 1481155200000,
"game_event_id": 473,
"game_id": "0021600334",
"grid_type": "Shot Chart Detail",
"htm": "NOP",
"loc_x": 42,
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"minutes_remaining": 4,
"period": 4,
"player_id": 203954,
"player_name": "Joel Embiid",
"seconds_remaining": 41,
"shot_attempted_flag": 1,
"shot_distance": 14,
"shot_made_flag": 0,
"shot_type": "2PT Field Goal",
"shot_zone_area": "Center(C)",
"shot_zone_basic": "Mid-Range",
"shot_zone_range": "8-16 ft.",
"team_id": 1610612755,
"team_name": "Philadelphia 76ers",
"vtm": "PHI",
"x": 20.8,
"y": 18.85
},
{
"action_type": "Jump Shot",
"event_type": "Missed Shot",
"game_date": 1481155200000,
"game_event_id": 495,
"game_id": "0021600334",
"grid_type": "Shot Chart Detail",
"htm": "NOP",
"loc_x": 30,
"loc_y": 7,
"minutes_remaining": 2,
"period": 4,
"player_id": 203954,
"player_name": "Joel Embiid",
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"shot_attempted_flag": 1,
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"shot_type": "2PT Field Goal",
"shot_zone_area": "Center(C)",
"shot_zone_basic": "Restricted Area",
"shot_zone_range": "Less Than 8 ft.",
"team_id": 1610612755,
"team_name": "Philadelphia 76ers",
"vtm": "PHI",
"x": 22.0,
"y": 5.45
}
];
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