X-Git-Url: https://git.sesse.net/?a=blobdiff_plain;f=ultimate.js;h=5c176e0deeb7309369e69b0c151942f0c7f4d000;hb=133a9596bbe356ecda211eb95b8f9416bbe9a47e;hp=7de103e86b385c6243508b307f1b4277182a95a1;hpb=3b1e8f15cc8d79dab4084bb039617480595843df;p=pkanalytics

diff --git a/ultimate.js b/ultimate.js
index 7de103e..5c176e0 100644
--- a/ultimate.js
+++ b/ultimate.js
@@ -4,25 +4,35 @@
 
 let global_json;
 
-addEventListener('hashchange', () => { console.log('heei'); process_matches(global_json); });
+addEventListener('hashchange', () => { process_matches(global_json); });
 fetch('ultimate.json')
    .then(response => response.json())
    .then(response => { global_json = response; process_matches(global_json); });
 
-function attribute_player_time(player, to, from) {
+function attribute_player_time(player, to, from, offense) {
+	let delta_time;
 	if (player.on_field_since > from) {
 		// Player came in while play happened (without a stoppage!?).
-		player.playing_time_ms += to - player.on_field_since;
+		delta_time = to - player.on_field_since;
 	} else {
-		player.playing_time_ms += to - from;
+		delta_time = to - from;
+	}
+	player.playing_time_ms += delta_time;
+	if (offense === true) {
+		player.offensive_playing_time_ms += delta_time;
+	} else if (offense === false) {
+		player.defensive_playing_time_ms += delta_time;
 	}
 }
 
-function take_off_field(player, t, live_since) {
+function take_off_field(player, t, live_since, offense) {
 	if (live_since === null) {
 		// Play isn't live, so nothing to do.
 	} else {
-		attribute_player_time(player, t, live_since);
+		attribute_player_time(player, t, live_since, offense);
+	}
+	if (player.on_field_since !== null) {  // Just a safeguard; out without in should never happen.
+		player.field_time_ms += t - player.on_field_since;
 	}
 	player.on_field_since = null;
 }
@@ -31,6 +41,108 @@ function add_cell(tr, element_type, text) {
 	let element = document.createElement(element_type);
 	element.textContent = text;
 	tr.appendChild(element);
+	return element;
+}
+
+function add_th(tr, text, colspan) {
+	let element = add_cell(tr, 'th', text);
+	if (colspan > 0) {
+		element.setAttribute('colspan', colspan);
+	} else {
+		element.setAttribute('colspan', '3');
+	}
+	return element;
+}
+
+function add_3cell(tr, text, cls) {
+	let p1 = add_cell(tr, 'td', '');
+	let element = add_cell(tr, 'td', text);
+	let p2 = add_cell(tr, 'td', '');
+
+	p1.classList.add('pad');
+	p2.classList.add('pad');
+	if (cls === undefined) {
+		element.classList.add('num');
+	} else {
+		element.classList.add(cls);
+	}
+	return element;
+}
+
+function add_3cell_with_filler_ci(tr, text, cls) {
+	let element = add_3cell(tr, text, cls);
+
+	let svg = document.createElementNS('http://www.w3.org/2000/svg', 'svg');
+	svg.classList.add('fillerci');
+	svg.setAttribute('width', ci_width);
+	svg.setAttribute('height', ci_height);
+	element.appendChild(svg);
+
+	return element;
+}
+
+function add_3cell_ci(tr, ci) {
+	if (isNaN(ci.val)) {
+		add_3cell_with_filler_ci(tr, 'N/A');
+		return;
+	}
+
+	let text;
+	if (ci.format === 'percentage') {
+		text = (100 * ci.val).toFixed(0) + '%';
+	} else {
+		text = ci.val.toFixed(2);
+	}
+	let element = add_3cell(tr, text);
+	let to_x = (val) => { return ci_width * (val - ci.min) / (ci.max - ci.min); };
+
+	// Container.
+	let svg = document.createElementNS('http://www.w3.org/2000/svg', 'svg');
+	if (ci.inverted === true) {
+		svg.classList.add('invertedci');
+	} else {
+		svg.classList.add('ci');
+	}
+	svg.setAttribute('width', ci_width);
+	svg.setAttribute('height', ci_height);
+
+	// The good (green) and red (bad) ranges.
+	let s0 = document.createElementNS('http://www.w3.org/2000/svg', 'rect');
+	s0.classList.add('range');
+	s0.classList.add('s0');
+	s0.setAttribute('width', to_x(ci.desired));
+	s0.setAttribute('height', ci_height);
+	s0.setAttribute('x', '0');
+
+	let s1 = document.createElementNS('http://www.w3.org/2000/svg', 'rect');
+	s1.classList.add('range');
+	s1.classList.add('s1');
+	s1.setAttribute('width', ci_width - to_x(ci.desired));
+	s1.setAttribute('height', ci_height);
+	s1.setAttribute('x', to_x(ci.desired));
+
+	// Confidence bar.
+	let bar = document.createElementNS('http://www.w3.org/2000/svg', 'rect');
+	bar.classList.add('bar');
+	bar.setAttribute('width', to_x(ci.upper_ci) - to_x(ci.lower_ci));
+	bar.setAttribute('height', ci_height / 3);
+	bar.setAttribute('x', to_x(ci.lower_ci));
+	bar.setAttribute('y', ci_height / 3);
+
+	// Marker line for average.
+	let marker = document.createElementNS('http://www.w3.org/2000/svg', 'line');
+	marker.classList.add('marker');
+	marker.setAttribute('x1', to_x(ci.val));
+	marker.setAttribute('x2', to_x(ci.val));
+	marker.setAttribute('y1', ci_height / 6);
+	marker.setAttribute('y2', ci_height * 5 / 6);
+
+	svg.appendChild(s0);
+	svg.appendChild(s1);
+	svg.appendChild(bar);
+	svg.appendChild(marker);
+
+	element.appendChild(svg);
 }
 
 function process_matches(json) {
@@ -53,6 +165,15 @@ function process_matches(json) {
 			'interceptions': 0,
 			'points_played': 0,
 			'playing_time_ms': 0,
+			'offensive_playing_time_ms': 0,
+			'defensive_playing_time_ms': 0,
+			'field_time_ms': 0,
+
+			// For efficiency.
+			'offensive_points_completed': 0,
+			'offensive_points_won': 0,
+			'defensive_points_completed': 0,
+			'defensive_points_won': 0,
 
 			'offensive_soft_plus': 0,
 			'offensive_soft_minus': 0,
@@ -69,14 +190,34 @@ function process_matches(json) {
 		};
 	}
 
+	// Globals.
+	players['globals'] = {
+		'points_played': 0,
+		'playing_time_ms': 0,
+		'offensive_playing_time_ms': 0,
+		'defensive_playing_time_ms': 0,
+		'field_time_ms': 0,
+
+		'offensive_points_completed': 0,
+		'offensive_points_won': 0,
+		'defensive_points_completed': 0,
+		'defensive_points_won': 0,
+	};
+	let globals = players['globals'];
+
 	for (const match of json['matches']) {
+		let our_score = 0;
+		let their_score = 0;
 		let handler = null;
 		let prev_handler = null;
 		let live_since = null;
-		let offense = null;
+		let offense = null;  // True/false/null (unknown).
 		let puller = null;
 		let pull_started = null;
+		let last_pull_was_ours = null;  // Effectively whether we're playing an O or D point (not affected by turnovers).
 		let point_num = 0;
+		let game_started = null;
+		let last_goal = null;
 		for (const [q,p] of Object.entries(players)) {
 			p.on_field_since = null;
 			p.last_point_seen = null;
@@ -86,34 +227,96 @@ function process_matches(json) {
 			let type = e['type'];
 			let p = players[e['player']];
 
-			// Point count management
-			if (p !== undefined && type !== 'out' && p.last_point_seen !== point_num) {
-				p.last_point_seen = point_num;
-				++p.points_played;
-			}
-			if (type === 'goal' || type === 'their_goal') {
-				++point_num;
-			}
-
 			// Sub management
 			if (type === 'in' && p.on_field_since === null) {
 				p.on_field_since = t;
 			} else if (type === 'out') {
-				take_off_field(p, t, live_since);
+				take_off_field(p, t, live_since, offense);
 			}
 
 			// Liveness management
 			if (type === 'pull' || type === 'their_pull' || type === 'restart') {
 				live_since = t;
+			} else if (type === 'catch' && last_pull_was_ours === null) {
+				// Someone forgot to add the pull, so we'll need to wing it.
+				console.log('Missing pull on ' + our_score + '\u2013' + their_score + ' in ' + match['description'] + '; pretending to have one.');
+				live_since = t;
+				last_pull_was_ours = !offense;
 			} else if (type === 'goal' || type === 'their_goal' || type === 'stoppage') {
 				for (const [q,p] of Object.entries(players)) {
-					if (p.on_field_since !== null) {
-						attribute_player_time(p, t, live_since);
+					if (p.on_field_since === null) {
+						continue;
+					}
+					if (type !== 'stoppage' && p.last_point_seen !== point_num) {
+						// In case the player did nothing this point,
+						// not even subbing in.
+						p.last_point_seen = point_num;
+						++p.points_played;
+					}
+					attribute_player_time(p, t, live_since, offense);
+
+					if (type !== 'stoppage') {
+						if (last_pull_was_ours === true) {  // D point.
+							++p.defensive_points_completed;
+							if (type === 'goal') {
+								++p.defensive_points_won;
+							}
+						} else if (last_pull_was_ours === false) {  // O point.
+							++p.offensive_points_completed;
+							if (type === 'goal') {
+								++p.offensive_points_won;
+							}
+						}
+					}
+				}
+
+				if (type !== 'stoppage') {
+					// Update globals.
+					++globals.points_played;
+					if (last_pull_was_ours === true) {  // D point.
+						++globals.defensive_points_completed;
+						if (type === 'goal') {
+							++globals.defensive_points_won;
+						}
+					} else if (last_pull_was_ours === false) {  // O point.
+						++globals.offensive_points_completed;
+						if (type === 'goal') {
+							++globals.offensive_points_won;
+						}
+					}
+				}
+				if (live_since !== null) {
+					globals.playing_time_ms += t - live_since;
+					if (offense === true) {
+						globals.offensive_playing_time_ms += t - live_since;
+					} else if (offense === false) {
+						globals.defensive_playing_time_ms += t - live_since;
 					}
 				}
+
 				live_since = null;
 			}
 
+			// Score management
+			if (type === 'goal') {
+				++our_score;
+			} else if (type === 'their_goal') {
+				++their_score;
+			}
+
+			// Point count management
+			if (p !== undefined && type !== 'out' && p.last_point_seen !== point_num) {
+				p.last_point_seen = point_num;
+				++p.points_played;
+			}
+			if (type === 'goal' || type === 'their_goal') {
+				++point_num;
+				last_goal = t;
+			}
+			if (type !== 'out' && game_started === null) {
+				game_started = t;
+			}
+
 			// Pull management
 			if (type === 'pull') {
 				puller = e['player'];
@@ -130,12 +333,50 @@ function process_matches(json) {
 				puller = pull_started = null;
 			}
 
-			// Offense/defense management (TODO: use it for actual counting)
+			// Offense/defense management
+			let last_offense = offense;
 			if (type === 'set_defense' || type === 'goal' || type === 'throwaway' || type === 'drop') {
 				offense = false;
 			} else if (type === 'set_offense' || type === 'their_goal' || type === 'their_throwaway' || type === 'defense' || type === 'interception') {
 				offense = true;
 			}
+			if (last_offense !== offense && live_since !== null) {
+				// Switched offense/defense status, so attribute this drive as needed,
+				// and update live_since to take that into account.
+				for (const [q,p] of Object.entries(players)) {
+					if (p.on_field_since === null) {
+						continue;
+					}
+					attribute_player_time(p, t, live_since, last_offense);
+				}
+				globals.playing_time_ms += t - live_since;
+				if (offense === true) {
+					globals.offensive_playing_time_ms += t - live_since;
+				} else if (offense === false) {
+					globals.defensive_playing_time_ms += t - live_since;
+				}
+				live_since = t;
+			}
+
+			if (type === 'pull') {
+				last_pull_was_ours = true;
+			} else if (type === 'their_pull') {
+				last_pull_was_ours = false;
+			} else if (type === 'set_offense' && last_pull_was_ours === null) {
+				// set_offense could either be “changed to offense for some reason
+				// we could not express”, or “we started in the middle of a point,
+				// and we are offense”. We assume that if we already saw the pull,
+				// it's the former, and if not, it's the latter; thus, the === null
+				// test above. (It could also be “we set offense before the pull,
+				// so that we get the right button enabled”, in which case it will
+				// be overwritten by the next pull/their_pull event anyway.)
+				last_pull_was_ours = false;
+			} else if (type === 'set_defense' && last_pull_was_ours === null) {
+				// Similar.
+				last_pull_was_ours = true;
+			} else if (type === 'goal' || type === 'their_goal') {
+				last_pull_was_ours = null;
+			}
 
 			// Event management
 			if (type === 'catch' || type === 'goal') {
@@ -160,6 +401,7 @@ function process_matches(json) {
 					handler = e['player'];
 				}
 			} else if (type === 'throwaway') {
+				++p.num_throws;
 				++p.throwaways;
 				handler = prev_handler = null;
 			} else if (type === 'drop') {
@@ -176,14 +418,32 @@ function process_matches(json) {
 			} else if (type === 'offensive_soft_plus' || type === 'offensive_soft_minus' || type === 'defensive_soft_plus' || type === 'defensive_soft_minus') {
 				++p[type];
 			} else if (type !== 'in' && type !== 'out' && type !== 'pull' &&
-			           type !== 'their_goal' && type !== 'stoppage' && type !== 'unknown' &&
+			           type !== 'their_goal' && type !== 'stoppage' && type !== 'restart' && type !== 'unknown' &&
 			           type !== 'set_defense' && type !== 'goal' && type !== 'throwaway' &&
 				   type !== 'drop' && type !== 'set_offense' && type !== 'their_goal' &&
-				   type !== 'pull' && type !== 'pull_landed' && type !== 'pull_oob' &&
+				   type !== 'pull' && type !== 'pull_landed' && type !== 'pull_oob' && type !== 'their_pull' &&
 			           type !== 'their_throwaway' && type !== 'defense' && type !== 'interception') {
 				console.log("Unknown event:", e);
 			}
 		}
+
+		// Add field time for all players still left at match end.
+		for (const [q,p] of Object.entries(players)) {
+			if (p.on_field_since !== null && last_goal !== null) {
+				p.field_time_ms += last_goal - p.on_field_since;
+			}
+		}
+		if (game_started !== null && last_goal !== null) {
+			globals.field_time_ms += last_goal - game_started;
+		}
+		if (live_since !== null && last_goal !== null) {
+			globals.playing_time_ms += last_goal - live_since;
+			if (offense === true) {
+				globals.offensive_playing_time_ms += last_goal - live_since;
+			} else if (offense === false) {
+				globals.defensive_playing_time_ms += last_goal - live_since;
+			}
+		}
 	}
 
 	let chosen_category = get_chosen_category();
@@ -192,30 +452,27 @@ function process_matches(json) {
 	let rows = [];
 	if (chosen_category === 'general') {
 		rows = make_table_general(players);
-	} else if (chosen_category === 'pulls') {
-		console.log("PULL STATS");
-		for (const [q,p] of Object.entries(players)) {
-			if (p.pulls === 0) {
-				continue;
-			}
-			let sum_time = 0;
-			for (const t of p.pull_times) {
-				sum_time += t;
-			}
-			let avg_time = 1e-3 * sum_time / p.pulls;
-			let msg = p.name + ' did ' + p.pulls + ' pull(s), ' + p.oob_pulls + ' OOB';
-			if (p.oob_pulls < p.pulls) {
-				msg += ', avg. hangtime ' + avg_time.toFixed(1) + ' sec for others';
-			}
-			console.log(msg, p.pull_times);
-		}
+	} else if (chosen_category === 'offense') {
+		rows = make_table_offense(players);
+	} else if (chosen_category === 'defense') {
+		rows = make_table_defense(players);
+	} else if (chosen_category === 'playing_time') {
+		rows = make_table_playing_time(players);
+	} else if (chosen_category === 'per_point') {
+		rows = make_table_per_point(players);
 	}
 	document.getElementById('stats').replaceChildren(...rows);
 }
 
 function get_chosen_category() {
-	if (window.location.hash === '#pulls') {
-		return 'pulls';
+	if (window.location.hash === '#offense') {
+		return 'offense';
+	} else if (window.location.hash === '#defense') {
+		return 'defense';
+	} else if (window.location.hash === '#playing_time') {
+		return 'playing_time';
+	} else if (window.location.hash === '#per_point') {
+		return 'per_point';
 	} else {
 		return 'general';
 	}
@@ -224,48 +481,424 @@ function get_chosen_category() {
 function write_main_menu(chosen_category) {
 	let elems = [];
 	if (chosen_category === 'general') {
-		elems.push(document.createTextNode('General'));
+		let span = document.createElement('span');
+		span.innerText = 'General';
+		elems.push(span);
 	} else {
 		let a = document.createElement('a');
 		a.appendChild(document.createTextNode('General'));
 		a.setAttribute('href', '#general');
 		elems.push(a);
 	}
-	elems.push(document.createTextNode(' | '));
-	if (chosen_category === 'pulls') {
-		elems.push(document.createTextNode('Pulls'));
+
+	if (chosen_category === 'offense') {
+		let span = document.createElement('span');
+		span.innerText = 'Offense';
+		elems.push(span);
+	} else {
+		let a = document.createElement('a');
+		a.appendChild(document.createTextNode('Offense'));
+		a.setAttribute('href', '#offense');
+		elems.push(a);
+	}
+
+	if (chosen_category === 'defense') {
+		let span = document.createElement('span');
+		span.innerText = 'Defense';
+		elems.push(span);
+	} else {
+		let a = document.createElement('a');
+		a.appendChild(document.createTextNode('Defense'));
+		a.setAttribute('href', '#defense');
+		elems.push(a);
+	}
+
+	if (chosen_category === 'playing_time') {
+		let span = document.createElement('span');
+		span.innerText = 'Playing time';
+		elems.push(span);
+	} else {
+		let a = document.createElement('a');
+		a.appendChild(document.createTextNode('Playing time'));
+		a.setAttribute('href', '#playing_time');
+		elems.push(a);
+	}
+
+	if (chosen_category === 'per_point') {
+		let span = document.createElement('span');
+		span.innerText = 'Per point';
+		elems.push(span);
 	} else {
 		let a = document.createElement('a');
-		a.appendChild(document.createTextNode('Pulls'));
-		a.setAttribute('href', '#pulls');
+		a.appendChild(document.createTextNode('Per point'));
+		a.setAttribute('href', '#per_point');
 		elems.push(a);
 	}
+
 	document.getElementById('mainmenu').replaceChildren(...elems);
 }
 
+// https://en.wikipedia.org/wiki/1.96#History
+const z = 1.959964;
+
+const ci_width = 100;
+const ci_height = 20;
+
+function make_binomial_ci(val, num, z) {
+	let avg = val / num;
+
+	// https://en.wikipedia.org/wiki/Binomial_proportion_confidence_interval#Wilson_score_interval
+	let low  = (avg + z*z/(2*num) - z * Math.sqrt(avg * (1.0 - avg) / num + z*z/(4*num*num))) / (1 + z*z/num);   
+	let high = (avg + z*z/(2*num) + z * Math.sqrt(avg * (1.0 - avg) / num + z*z/(4*num*num))) / (1 + z*z/num); 
+
+	// Fix the signs so that we don't get -0.00.
+	low = Math.max(low, 0.0);
+	return {
+		'val': avg,
+		'lower_ci': low,
+		'upper_ci': high,
+		'min': 0.0,
+		'max': 1.0,
+	};
+}
+
+// These can only happen once per point, but you get -1 and +1
+// instead of 0 and +1. After we rewrite to 0 and 1, it's a binomial,
+// and then we can rewrite back.
+function make_efficiency_ci(points_won, points_completed, z)
+{
+	let ci = make_binomial_ci(points_won, points_completed, z);
+	ci.val = 2.0 * ci.val - 1.0;
+	ci.lower_ci = 2.0 * ci.lower_ci - 1.0;
+	ci.upper_ci = 2.0 * ci.upper_ci - 1.0;
+	ci.min = -1.0;
+	ci.max = 1.0;
+	ci.desired = 0.0;  // Desired = positive efficiency.
+	return ci;
+}
+
+// Ds, throwaways and drops can happen multiple times per point,
+// so they are Poisson distributed.
+//
+// Modified Wald (recommended by http://www.ine.pt/revstat/pdf/rs120203.pdf
+// since our rates are definitely below 2 per point).
+function make_poisson_ci(val, num, z, inverted)
+{
+	let low  = (val == 0) ? 0.0 : ((val - 0.5) - Math.sqrt(val - 0.5)) / num;
+	let high = (val == 0) ? -Math.log(0.025) / num : ((val + 0.5) + Math.sqrt(val + 0.5)) / num;
+
+	// Fix the signs so that we don't get -0.00.
+	low = Math.max(low, 0.0);
+
+	// The display range of 0 to 0.25 is fairly arbitrary. So is the desired 0.05 per point.
+	let avg = val / num;
+	return {
+		'val': avg,
+		'lower_ci': low,
+		'upper_ci': high,
+		'min': 0.0,
+		'max': 0.25,
+		'desired': 0.05,
+		'inverted': inverted,
+	};
+}
+
 function make_table_general(players) {
 	let rows = [];
 	{
 		let header = document.createElement('tr');
-		add_cell(header, 'th', 'Player');
-		add_cell(header, 'th', '+/-');
-		add_cell(header, 'th', 'Soft +/-');
-		add_cell(header, 'th', 'Points played');
-		add_cell(header, 'th', 'Time played');
+		add_th(header, 'Player');
+		add_th(header, '+/-');
+		add_th(header, 'Soft +/-');
+		add_th(header, 'O efficiency');
+		add_th(header, 'D efficiency');
+		add_th(header, 'Points played');
 		rows.push(header);
 	}
 
 	for (const [q,p] of Object.entries(players)) {
+		if (q === 'globals') continue;
 		let row = document.createElement('tr');
 		let pm = p.goals + p.assists + p.hockey_assists + p.defenses - p.throwaways - p.drops;
 		let soft_pm = p.offensive_soft_plus + p.defensive_soft_plus - p.offensive_soft_minus - p.defensive_soft_minus;
-		add_cell(row, 'td', p.name);  // TODO: number?
-		add_cell(row, 'td', pm > 0 ? ('+' + pm) : pm);
-		add_cell(row, 'td', soft_pm > 0 ? ('+' + soft_pm) : soft_pm);
-		add_cell(row, 'td', p.points_played);
-		add_cell(row, 'td', Math.floor(p.playing_time_ms / 60000) + ' min');
+		let o_efficiency = make_efficiency_ci(p.offensive_points_won, p.offensive_points_completed, z);
+		let d_efficiency = make_efficiency_ci(p.defensive_points_won, p.defensive_points_completed, z);
+		add_3cell(row, p.name, 'name');  // TODO: number?
+		add_3cell(row, pm > 0 ? ('+' + pm) : pm);
+		add_3cell(row, soft_pm > 0 ? ('+' + soft_pm) : soft_pm);
+		add_3cell_ci(row, o_efficiency);
+		add_3cell_ci(row, d_efficiency);
+		add_3cell(row, p.points_played);
+		rows.push(row);
+	}
+
+	// Globals.
+	let globals = players['globals'];
+	let o_efficiency = make_efficiency_ci(globals.offensive_points_won, globals.offensive_points_completed, z);
+	let d_efficiency = make_efficiency_ci(globals.defensive_points_won, globals.defensive_points_completed, z);
+	let row = document.createElement('tr');
+	add_3cell(row, '');
+	add_3cell(row, '');
+	add_3cell(row, '');
+	add_3cell_ci(row, o_efficiency);
+	add_3cell_ci(row, d_efficiency);
+	add_3cell(row, globals.points_played);
+	rows.push(row);
+
+	return rows;
+}
+
+function make_table_offense(players) {
+	let rows = [];
+	{
+		let header = document.createElement('tr');
+		add_th(header, 'Player');
+		add_th(header, 'Goals');
+		add_th(header, 'Assists');
+		add_th(header, 'Hockey assists');
+		add_th(header, 'Throws');
+		add_th(header, 'Throwaways');
+		add_th(header, '%OK');
+		add_th(header, 'Catches');
+		add_th(header, 'Drops');
+		add_th(header, '%OK');
+		add_th(header, 'Soft +/-', 6);
+		rows.push(header);
+	}
+
+	let num_throws = 0;
+	let throwaways = 0;
+	let catches = 0;
+	let drops = 0;
+	for (const [q,p] of Object.entries(players)) {
+		if (q === 'globals') continue;
+		let throw_ok = make_binomial_ci(p.num_throws - p.throwaways, p.num_throws, z);
+		let catch_ok = make_binomial_ci(p.catches, p.catches + p.drops, z);
+
+		throw_ok.format = 'percentage';
+		catch_ok.format = 'percentage';
+
+		// Desire at least 90% percentage. Fairly arbitrary.
+		throw_ok.desired = 0.9;
+		catch_ok.desired = 0.9;
+
+		let row = document.createElement('tr');
+		add_3cell(row, p.name, 'name');  // TODO: number?
+		add_3cell(row, p.goals);
+		add_3cell(row, p.assists);
+		add_3cell(row, p.hockey_assists);
+		add_3cell(row, p.num_throws);
+		add_3cell(row, p.throwaways);
+		add_3cell_ci(row, throw_ok);
+		add_3cell(row, p.catches);
+		add_3cell(row, p.drops);
+		add_3cell_ci(row, catch_ok);
+		add_3cell(row, '+' + p.offensive_soft_plus);
+		add_3cell(row, '-' + p.offensive_soft_minus);
+		rows.push(row);
+
+		num_throws += p.num_throws;
+		throwaways += p.throwaways;
+		catches += p.catches;
+		drops += p.drops;
+	}
+
+	// Globals.
+	let throw_ok = make_binomial_ci(num_throws - throwaways, num_throws, z);
+	let catch_ok = make_binomial_ci(catches, catches + drops, z);
+	throw_ok.format = 'percentage';
+	catch_ok.format = 'percentage';
+	throw_ok.desired = 0.9;
+	catch_ok.desired = 0.9;
+
+	let row = document.createElement('tr');
+	add_3cell(row, '');
+	add_3cell(row, '');
+	add_3cell(row, '');
+	add_3cell(row, '');
+	add_3cell(row, num_throws);
+	add_3cell(row, throwaways);
+	add_3cell_ci(row, throw_ok);
+	add_3cell(row, catches);
+	add_3cell(row, drops);
+	add_3cell_ci(row, catch_ok);
+	add_3cell(row, '');
+	add_3cell(row, '');
+	rows.push(row);
+
+	return rows;
+}
+
+function make_table_defense(players) {
+	let rows = [];
+	{
+		let header = document.createElement('tr');
+		add_th(header, 'Player');
+		add_th(header, 'Ds');
+		add_th(header, 'Pulls');
+		add_th(header, 'OOB pulls');
+		add_th(header, 'OOB%');
+		add_th(header, 'Avg. hang time (IB)');
+		add_th(header, 'Soft +/-', 6);
+		rows.push(header);
+	}
+	for (const [q,p] of Object.entries(players)) {
+		if (q === 'globals') continue;
+		let sum_time = 0;
+		for (const t of p.pull_times) {
+			sum_time += t;
+		}
+		let avg_time = 1e-3 * sum_time / p.pulls;
+		let oob_pct = 100 * p.oob_pulls / p.pulls;
+
+		let ci_oob = make_binomial_ci(p.oob_pulls, p.pulls, z);
+		ci_oob.format = 'percentage';
+		ci_oob.desired = 0.2;  // Arbitrary.
+		ci_oob.inverted = true;
+
+		let row = document.createElement('tr');
+		add_3cell(row, p.name, 'name');  // TODO: number?
+		add_3cell(row, p.defenses);
+		add_3cell(row, p.pulls);
+		add_3cell(row, p.oob_pulls);
+		add_3cell_ci(row, ci_oob);
+		if (p.pulls > p.oob_pulls) {
+			add_3cell(row, avg_time.toFixed(1) + ' sec');
+		} else {
+			add_3cell(row, 'N/A');
+		}
+		add_3cell(row, '+' + p.defensive_soft_plus);
+		add_3cell(row, '-' + p.defensive_soft_minus);
+		rows.push(row);
+	}
+	return rows;
+}
+
+function make_table_playing_time(players) {
+	let rows = [];
+	{
+		let header = document.createElement('tr');
+		add_th(header, 'Player');
+		add_th(header, 'Points played');
+		add_th(header, 'Time played');
+		add_th(header, 'O time');
+		add_th(header, 'D time');
+		add_th(header, 'Time on field');
+		add_th(header, 'O points');
+		add_th(header, 'D points');
+		rows.push(header);
+	}
+
+	for (const [q,p] of Object.entries(players)) {
+		if (q === 'globals') continue;
+		let row = document.createElement('tr');
+		add_3cell(row, p.name, 'name');  // TODO: number?
+		add_3cell(row, p.points_played);
+		add_3cell(row, Math.floor(p.playing_time_ms / 60000) + ' min');
+		add_3cell(row, Math.floor(p.offensive_playing_time_ms / 60000) + ' min');
+		add_3cell(row, Math.floor(p.defensive_playing_time_ms / 60000) + ' min');
+		add_3cell(row, Math.floor(p.field_time_ms / 60000) + ' min');
+		add_3cell(row, p.offensive_points_completed);
+		add_3cell(row, p.defensive_points_completed);
 		rows.push(row);
-		console.log(p.name + " played " + p.points_played + " points (" + Math.floor(p.playing_time_ms / 60000) + " min), " + p.goals + " goals, " + p.assists + " assists, plus/minus: " + pm);
 	}
+
+	// Globals.
+	let globals = players['globals'];
+	let row = document.createElement('tr');
+	add_3cell(row, '');
+	add_3cell(row, globals.points_played);
+	add_3cell(row, Math.floor(globals.playing_time_ms / 60000) + ' min');
+	add_3cell(row, Math.floor(globals.offensive_playing_time_ms / 60000) + ' min');
+	add_3cell(row, Math.floor(globals.defensive_playing_time_ms / 60000) + ' min');
+	add_3cell(row, Math.floor(globals.field_time_ms / 60000) + ' min');
+	add_3cell(row, globals.offensive_points_completed);
+	add_3cell(row, globals.defensive_points_completed);
+	rows.push(row);
+
+	return rows;
+}
+
+function make_table_per_point(players) {
+	let rows = [];
+	{
+		let header = document.createElement('tr');
+		add_th(header, 'Player');
+		add_th(header, 'Goals');
+		add_th(header, 'Assists');
+		add_th(header, 'Hockey assists');
+		add_th(header, 'Ds');
+		add_th(header, 'Throwaways');
+		add_th(header, 'Drops');
+		add_th(header, 'Touches');
+		rows.push(header);
+	}
+
+	let goals = 0;
+	let assists = 0;
+	let hockey_assists = 0;
+	let defenses = 0;
+	let throwaways = 0;
+	let drops = 0;
+	let touches = 0;
+	for (const [q,p] of Object.entries(players)) {
+		if (q === 'globals') continue;
+
+		// Can only happen once per point, so these are binomials.
+		let ci_goals = make_binomial_ci(p.goals, p.points_played, z);
+		let ci_assists = make_binomial_ci(p.assists, p.points_played, z);
+		let ci_hockey_assists = make_binomial_ci(p.hockey_assists, p.points_played, z);
+		// Arbitrarily desire at least 10% (not everybody can score or assist).
+		ci_goals.desired = 0.1;
+		ci_assists.desired = 0.1;
+		ci_hockey_assists.desired = 0.1;
+
+		let row = document.createElement('tr');
+		add_3cell(row, p.name, 'name');  // TODO: number?
+		add_3cell_ci(row, ci_goals);
+		add_3cell_ci(row, ci_assists);
+		add_3cell_ci(row, ci_hockey_assists);
+		add_3cell_ci(row, make_poisson_ci(p.defenses, p.points_played, z));
+		add_3cell_ci(row, make_poisson_ci(p.throwaways, p.points_played, z, true));
+		add_3cell_ci(row, make_poisson_ci(p.drops, p.points_played, z, true));
+		if (p.points_played > 0) {
+			add_3cell(row, p.touches == 0 ? 0 : (p.touches / p.points_played).toFixed(2));
+		} else {
+			add_3cell(row, 'N/A');
+		}
+		rows.push(row);
+
+		goals += p.goals;
+		assists += p.assists;
+		hockey_assists += p.hockey_assists;
+		defenses += p.defenses;
+		throwaways += p.throwaways;
+		drops += p.drops;
+		touches += p.touches;
+	}
+
+	// Globals.
+	let globals = players['globals'];
+	let row = document.createElement('tr');
+	add_3cell(row, '');
+	if (globals.points_played > 0) {
+		add_3cell_with_filler_ci(row, goals == 0 ? 0 : (goals / globals.points_played).toFixed(2));
+		add_3cell_with_filler_ci(row, assists == 0 ? 0 : (assists / globals.points_played).toFixed(2));
+		add_3cell_with_filler_ci(row, hockey_assists == 0 ? 0 : (hockey_assists / globals.points_played).toFixed(2));
+		add_3cell_with_filler_ci(row, defenses == 0 ? 0 : (defenses / globals.points_played).toFixed(2));
+		add_3cell_with_filler_ci(row, throwaways == 0 ? 0 : (throwaways / globals.points_played).toFixed(2));
+		add_3cell_with_filler_ci(row, drops == 0 ? 0 : (drops / globals.points_played).toFixed(2));
+		add_3cell(row, touches == 0 ? 0 : (touches / globals.points_played).toFixed(2));
+	} else {
+		add_3cell_with_filler_ci(row, 'N/A');
+		add_3cell_with_filler_ci(row, 'N/A');
+		add_3cell_with_filler_ci(row, 'N/A');
+		add_3cell_with_filler_ci(row, 'N/A');
+		add_3cell_with_filler_ci(row, 'N/A');
+		add_3cell_with_filler_ci(row, 'N/A');
+		add_3cell(row, 'N/A');
+	}
+	rows.push(row);
+
 	return rows;
 }