From 91468d9df84aabf5b7bf28ecb1f683099997d059 Mon Sep 17 00:00:00 2001 From: Dominic Nguyen Date: Mon, 31 Jul 2017 16:18:48 -0700 Subject: [PATCH 01/10] Update index.js to reflect past changes This update shows the error that occurred when assuming the 'name' field was unique. --- index.js | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/index.js b/index.js index 951cc7d..9cb9b71 100644 --- a/index.js +++ b/index.js @@ -182,7 +182,7 @@ function draw(data){ }) var circles = svg.selectAll("circle") - .data(filtered, function(d) {return d.id;}); + .data(filtered, function(d) {return d.name;}); // fade out & remove previous unrelated data circles.exit() @@ -267,4 +267,4 @@ function draw(data){ }); } render("All"); -} \ No newline at end of file +} From 414e39ae1f1d79f87858797b5622d887960903dd Mon Sep 17 00:00:00 2001 From: Dominic Nguyen Date: Mon, 31 Jul 2017 17:11:30 -0700 Subject: [PATCH 02/10] Update ReadMe.md --- README.md | 29 ++++++++++++++++++++++++++++- 1 file changed, 28 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index b71d3c6..cf47da1 100644 --- a/README.md +++ b/README.md @@ -1 +1,28 @@ -# baseball-data \ No newline at end of file +# Summary +A CSV dataset of baseball players and their characteristics and statistics was parsed and an interactive data visualization was created using common web development languages (HTML5, CSS3, JavasScript) and the D3 library. The focus of this visualization was handedness of the player. +# Data Cleaning +We cleaned the original dataset of 1157 baseball players (stored in baseball_data.csv) by removing any players that did not score a homerun or have a batting average. To expedite the cleaning process, these players were removed directly with Excel. This new dataset contains 871 players and is stored in baseball_data2.csv. +# Design +## Visual Encoding +The most important fields, the two performance indicators (batting avg and home runs hit), are encoded by x position and y position respectively. Since handedness is the variable that we wish to show a difference in, we encoded this through color for easy comparison. Additionally, we made this variable interactive by allowing the user to sort the data by handedness through interacting with the buttons on the right side. Clicking on these buttons highlights visual elements that pertain to that hand type. +## Scatter Plot +We decided to use a large scatter plot to allow the user to see trends in the data and interact with it to find their own data story. The data points on the scatter plot allow for additional user interaction by displaying the player’s information in a statistics-like tooltip upon hovering and clicking. +## Bar Charts +After some feedback, we also added a ‘summary statistics’ portion for quick explanatory visualization while retaining exploratory functionality with the whole dataset. Bar charts were used to allow quick comparison. The visual encoding of handedness is color to be consistent with the scatter plot. No axes were used as bar width and values in the bars were sufficient to encode the data and the colors were sufficient to encode the handedness. +# Feedback +The visualization was updated based on collected feedback. Version 1.0 represents the visualization before the feedback and Version 2.0 represents the visualization after the feedback. +Please note, only Version 2.0 can be seen in the browser via the link: https://dominickhacnguyen.github.io/baseball-data/. Version 1.0 can be viewed by downloading it separately and viewing it locally. +Below is the feedback that was collected: +- Brother noticed that there were two circles that would show up green (left handed) even though the red (right handed) button was selected. Refer to Version1.0_Issue.jpg. +> - To resolve this, we went back to the csv file and found out that there were duplicates in the name field. +> - Initially, we had assumed that the ‘name’ field was unique and bound the filtered data to the data circles with the name field in the ‘key’ function. However, upon further analysis of the data in Excel, we found two data points that had the same name to another data point. +> - Thus, to rectify this, we added an ‘id’ field and put a unique value for each record. +- Mother mentioned the selected toggle button for handedness should be emphasized when the data is changed. +> - Therefore, we highlighted the selected button by increasing its opacity and fading the unselected buttons. +- Father noted that while the visualization was brilliant and clean, it was difficult to determine relationships by showing the whole dataset. +> - Taking this feedback, we added a ‘summary statistics’ segment to compare player characteristics on performance statistics. +# Resources +- https://stackoverflow.com/questions/1248081/get-the-browser-viewport-dimensions-with-javascript +- http://bl.ocks.org/d3noob/5d621a60e2d1d02086bf +- http://bl.ocks.org/weiglemc/6185069 +- https://bl.ocks.org/mbostock/7322386 From 73299c88f86471d57fe91c5a025824d4da6135da Mon Sep 17 00:00:00 2001 From: Dominic Nguyen Date: Mon, 31 Jul 2017 17:14:54 -0700 Subject: [PATCH 03/10] Update ReadMe.md --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index cf47da1..8bc86ee 100644 --- a/README.md +++ b/README.md @@ -1,7 +1,7 @@ # Summary A CSV dataset of baseball players and their characteristics and statistics was parsed and an interactive data visualization was created using common web development languages (HTML5, CSS3, JavasScript) and the D3 library. The focus of this visualization was handedness of the player. # Data Cleaning -We cleaned the original dataset of 1157 baseball players (stored in baseball_data.csv) by removing any players that did not score a homerun or have a batting average. To expedite the cleaning process, these players were removed directly with Excel. This new dataset contains 871 players and is stored in baseball_data2.csv. +We cleaned the original dataset of 1157 baseball players (stored in *baseball_data.csv*) by removing any players that did not score a homerun or have a batting average. To expedite the cleaning process, these players were removed directly with Excel. This new dataset contains 871 players and is stored in *baseball_data2.csv*. # Design ## Visual Encoding The most important fields, the two performance indicators (batting avg and home runs hit), are encoded by x position and y position respectively. Since handedness is the variable that we wish to show a difference in, we encoded this through color for easy comparison. Additionally, we made this variable interactive by allowing the user to sort the data by handedness through interacting with the buttons on the right side. Clicking on these buttons highlights visual elements that pertain to that hand type. @@ -13,7 +13,7 @@ After some feedback, we also added a ‘summary statistics’ portion for quick The visualization was updated based on collected feedback. Version 1.0 represents the visualization before the feedback and Version 2.0 represents the visualization after the feedback. Please note, only Version 2.0 can be seen in the browser via the link: https://dominickhacnguyen.github.io/baseball-data/. Version 1.0 can be viewed by downloading it separately and viewing it locally. Below is the feedback that was collected: -- Brother noticed that there were two circles that would show up green (left handed) even though the red (right handed) button was selected. Refer to Version1.0_Issue.jpg. +- Brother noticed that there were two circles that would show up green (left handed) even though the red (right handed) button was selected. Refer to *Version1.0_Issue.jpg*. > - To resolve this, we went back to the csv file and found out that there were duplicates in the name field. > - Initially, we had assumed that the ‘name’ field was unique and bound the filtered data to the data circles with the name field in the ‘key’ function. However, upon further analysis of the data in Excel, we found two data points that had the same name to another data point. > - Thus, to rectify this, we added an ‘id’ field and put a unique value for each record. 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zCEkKsY^$(Ob=pZ0N;3MnmH$Y5Sa?q>biMZSRp>3m6raCF7;6)9s{15$>o&nPdvy(T)_Wemo{tGpx%aIhp(+zbV1t;Ws~4 z8h1tmKft@ta+0qyd_YWhQw*`nal5_hqt18U-LDo34CF5>*>M(o9)MB}Mh-0;_|PPD zC@}V8>0`qYA7Q$h?iyeyTOn33(UV6+PN5V`qaM+5#-Q09n`jkzZ?D@r)HQhER>lsP zTH6s$P0-3v_K;E7^ZnU377*!fKo12xFhuP7g@y{ZfVYyZ`*DAL9yt5xb!e#fbe5AnRCg`a%~DY07yy4M&$m~UK?;pF_M{YqvObVXSsrN zNyX$wUZHFB+lCAWppjDWk7Xp$uc{Z4)mZW)oisnA!~S9yzC*G7ER_2Uc)h9hTGab*bA4RI&570$z2SPn_zN6HPi) zD=}_Lp|!oYq24~b)!N|G!l>Ck9>{rpkEP2jR&Mf2VHJ@zt`hD$q}T7Z3oM0usRAzy zI@Q9y%_GUx&= - + - + \ No newline at end of file diff --git a/index.js b/index.js index 9cb9b71..1998d2a 100644 --- a/index.js +++ b/index.js @@ -1,4 +1,31 @@ -function draw(data){ +// function to filter data by handedness +function filterByHand(data, hand) { + var filtered = data.filter(function (d) { + if (hand === null) { + return true; + } + return d.handedness === hand; + }); + return filtered; +} + +// function to convert handoptions text to handedness field values +function convertCategory(category) { + switch (category) { + case "Both": + return "B"; + case "Left": + return "L"; + case "Right": + return "R"; + default: + return null; + } +} + +// function to draw scatter plot and labels +function draw(data) { + "use strict"; var margin = {top: 20, right: 20, bottom: 20, left: 40}, buffer = 75, chartWidth = window.innerWidth, @@ -7,42 +34,41 @@ function draw(data){ height = chartHeight - margin.top - margin.bottom - buffer; // setup x (batting avg) - var xValue = function(d) { return d.avg;}, - xScale = d3.scale.linear().range([0, width]), - xMap = function(d) { return xScale(xValue(d));}, - xAxis = d3.svg.axis().scale(xScale).orient("bottom"); + var xValue = function (d) { return d.avg; }, + xScale = d3.scale.linear().range([0, width]), + xMap = function(d) { return xScale(xValue(d)); }, + xAxis = d3.svg.axis().scale(xScale).orient("bottom"); // setup y (home runs) - var yValue = function(d) { return d.HR;}, - yScale = d3.scale.linear().range([height, 0]), - yMap = function(d) { return yScale(yValue(d));}, - yAxis = d3.svg.axis().scale(yScale).orient("left"); + var yValue = function (d) { return d.HR; }, + yScale = d3.scale.linear().range([height, 0]), + yMap = function (d) { return yScale(yValue(d)); }, + yAxis = d3.svg.axis().scale(yScale).orient("left"); // setup fill color - var handOptions = ["Both","Left", "Right", "All"]; - var cValue = function(d) { return d.handedness;}, - color = d3.scale.category20c(); - var color = d3.scale.ordinal().domain(["B", "L", "R", ""]) - .range(["#23adff", '#42f480', "#f44242", "#ffbb2b"]); + var handOptions = ["Both", "Left", "Right", "All"]; + var cValue = function (d) { return d.handedness; }; + var colors =["#23adff", '#42f480', "#f44242", "#ffbb2b"] + var color = d3.scale.ordinal().domain(["B", "L", "R", ""]); + color.range(colors); // add the graph canvas to the body of the webpage - var svg = d3.select("body").append("svg") - .attr("width", width + margin.left + margin.right) - .attr("height", height + margin.top + margin.bottom) - .append("g") - .attr("transform", "translate(" + margin.left + "," + margin.top + ")"); + var svg = d3.select("body").append("svg"); + svg.attr("width", width + margin.left + margin.right) + .attr("height", height + margin.top + margin.bottom) + .append("g") + .attr("transform", "translate(" + margin.left + "," + margin.top + ")"); // add the tooltip area to the webpage - var tooltip = d3.select("body").append("div") - .attr("class", "tooltip") - .style("opacity", 0); - + var tooltip = d3.select("body").append("div"); + tooltip.attr("class", "tooltip") + .style("opacity", 0); // Check if tooltip is in bounds function inBounds(value, axis) { - if (axis == "height" && value < 100){ + if (axis === "height" && value < 100) { return value + 150; - } else if (axis == "width" && value > width - 100) { + } else if (axis === "width" && value > width - 100) { return value - 125; } else { return value; @@ -50,7 +76,7 @@ function draw(data){ } // change string (from CSV) into number format - data.forEach(function(d) { + data.forEach(function (d) { d.weight = +d.weight; d.height = +d.height; d.avg = +d.avg; @@ -59,17 +85,9 @@ function draw(data){ }); // add in buffer to data domain to prevent circles from overlapping axes - xScale.domain([d3.min(data, xValue)-0.01, d3.max(data, xValue) +0.01]); - yScale.domain([d3.min(data, yValue)-10, d3.max(data, yValue)+50]); - - var avg_max = d3.max(data, function(d) { - return d.avg; - }); - - var radius = d3.scale.sqrt() - .domain([0, avg_max]) - .range([0, 15]); - + xScale.domain([d3.min(data, xValue) - 0.01, d3.max(data, xValue) + 0.01]); + yScale.domain([d3.min(data, yValue) - 10, d3.max(data, yValue) + 50]); + // x-axis svg.append("g") .attr("class", "x axis") @@ -94,28 +112,30 @@ function draw(data){ .style("text-anchor", "end") .text("# of Home Runs"); - // draw header title and info - svg.append("text").text("Baseball Data") - .attr("id", "title") - .attr("x", 50) - .attr("y", 20); + // draw header title + d3.select("body") + .append("h1") + .text("Baseball Data") + .attr("id", "title"); - svg.append("text").text("What makes a baseball player hit more home runs?") - .attr("class", "info") - .attr("x", 50) - .attr("y", 60); - - svg.append("text").text("Click on a player to see more stats!") - .attr("class", "info") - .attr("x", 50) - .attr("y", 87); + // draw info text + d3.select("body") + .append("h1") + .text("Does handedness have an effect on a baseball player's performance?") + .attr("class", "info") + .attr("id", "info1"); + d3.select("body") + .append("h1") + .text("Click on a player to see more stats!") + .attr("class", "info") + .attr("id", "info2"); // draw legend title d3.select("body").append("text").text("Handedness") - .attr("id", "legendTitle") - .style("opacity", 0) - .transition().duration(1000) - .style("opacity", 1); + .attr("id", "legendTitle") + .style("opacity", 0) + .transition().duration(1000) + .style("opacity", 1); // draw toggle options var buttons = d3.select("body") @@ -126,26 +146,38 @@ function draw(data){ .enter() .append("div") .attr("class", "hand_button") - .attr("id", function(d){return d.handedness;} + "Category") +// .attr("id", function (d) {return d.handedness; } + "Category") .style("background-color", color) - .text(function(d) { return d;}); + .text(function (d) { return d; }); - buttons.on("click", function(d) { + buttons.on("click", function (d) { // update data on button click render(d); // style all buttons to normal d3.selectAll('.hand_button') - .transition().duration(500) - .style("opacity", 0.5) - .style("color", "#000000"); + .transition().duration(500) + .style("opacity", 0.5) + .style("color", "#000000"); // change style of button that was clicked d3.select(this) - .transition().duration(500) - .style("opacity", 1) - .style("color", "#FFFFFF"); + .transition().duration(500) + .style("opacity", 1) + .style("color", "#FFFFFF"); + + // style all bars to normal + d3.selectAll('.bar') + .transition().duration(500) + .style("opacity", 0.5) + .style("color", "#000000"); + + // change style of the bars of the hand that was clicked + d3.selectAll("#" + d + "AvgBar, #" + d + "HrBar") + .transition().duration(500) + .style("opacity", 1) + .style("color", "#FFFFFF"); }); @@ -154,35 +186,19 @@ function draw(data){ .transition().duration(1500) .style("opacity", 0.75); - // function to convert handoptions text to handedness field values - function convertCategory (category) { - switch (category) { - case "Both": - return "B"; - break; - case "Left": - return "L"; - break; - case "Right": - return "R"; - break; - default: - return null; - } - } - function render(category) { + // convert category to correct field value category = convertCategory(category); - var filtered = data.filter(function(d){ - if (category == null){ - return true; - } - return d.handedness == category; - }) + // Filter data by handedness + var filtered = filterByHand(data, category); + +// function key_function(){ +// function(d) {return d.id;}; +// } var circles = svg.selectAll("circle") - .data(filtered, function(d) {return d.name;}); + .data(filtered, function (d) {return d.id; }); // fade out & remove previous unrelated data circles.exit() @@ -197,21 +213,21 @@ function draw(data){ .attr("r", 5) .attr("cx", xMap) .attr("cy", yMap) - .style("fill", function(d) { return color(cValue(d));}) + .style("fill", function (d) { return color(cValue(d)); }) .style("stroke", "none") .style("opacity", 0) .transition().duration(750) .style("opacity", 0.5); - circles.on("mouseover", function(d) { + circles.on("mouseover", function (d) { tooltip.transition() - .duration(200) - .style("opacity", 1); + .duration(200) + .style("opacity", 1); // set up outline of preview tooltip tooltip.html("

") - .style("left", inBounds(d3.event.pageX + 10, "width") +"px") - .style("top", (d3.event.pageY - 10) + "px"); + .style("left", inBounds(d3.event.pageX + 10, "width") + "px") + .style("top", (d3.event.pageY - 10) + "px"); // import player name in preview tooltip document.getElementById("player").innerHTML = d.name; @@ -224,19 +240,21 @@ function draw(data){ .style("cursor", "pointer"); }) - .on("click", function(d){ + .on("click", function (d) { // set up outline of overview tooltip - tooltip.html("

\ -

Batting Avg: 

\ -

Home Runs: 

\ -

Height: 

\ -

Weight: 

") - .style("left", inBounds(d3.event.pageX + 10, "width") +"px") - .style("top", inBounds(d3.event.pageY - 170, "height") + "px") - .style("color", color(cValue(d))) - .style("opacity", 0.5) - .transition().duration(300) - .style("opacity", 1); + tooltip.html( + "

\ +

Batting Avg: 

\ +

Home Runs: 

\ +

Height: 

\ +

Weight: 

" + ) + .style("left", inBounds(d3.event.pageX + 10, "width") + "px") + .style("top", inBounds(d3.event.pageY - 170, "height") + "px") + .style("color", color(cValue(d))) + .style("opacity", 0.5) + .transition().duration(300) + .style("opacity", 1); // import fields to overview tooltip document.getElementById("player").innerHTML = d.name; @@ -247,15 +265,15 @@ function draw(data){ document.getElementById("handedness").innerHTML = d.handedness; d3.select(this) - .transition() - .duration(200) - .attr("r", 8) - .style("opacity", 1); + .transition() + .duration(200) + .attr("r", 8) + .style("opacity", 1); }) - .on("mouseout", function(d) { + .on("mouseout", function (d) { tooltip.transition() - .duration(200) - .style("opacity", 0); + .duration(200) + .style("opacity", 0); d3.select(this) .transition() @@ -265,6 +283,117 @@ function draw(data){ .style("opacity", 0.5) .style("cursor", "default"); }); + + // Add average summary statistics + d3.select(".chart") + .selectAll("bar") + .data(data) + .enter().append("div") + .style("width", function(d) { return d * 10 + "px"; }) + .text(function(d) { return d; }); } + // draw initial chart with all data points render("All"); + // draw summary area + drawSummary(data, colors, handOptions); } + +// function to draw summary area +function drawSummary(data, colors, handOptions) { + + // get filtered data by handedness + var filtered_both = filterByHand(data, convertCategory(handOptions[0])); + var filtered_left = filterByHand(data, convertCategory(handOptions[1])); + var filtered_right = filterByHand(data, convertCategory(handOptions[2])); + + // function to compute average + function average(array) { + var sum = 0; + for (var i = 0; i < array.length; i++) { + sum += array[i]; + } + return sum / array.length; + } + + // average filtered batting avg data + var both_batting_avg = parseFloat(d3.mean(filtered_both, function(d) { return d.avg}).toFixed(3)); + var left_batting_avg = parseFloat(d3.mean(filtered_left, function(d) { return d.avg}).toFixed(3)); + var right_batting_avg = parseFloat(d3.mean(filtered_right, function(d) { return d.avg}).toFixed(3)); + var batting_avg_list = [both_batting_avg, left_batting_avg, right_batting_avg]; + var avg_batting_avg = parseFloat(average(batting_avg_list).toFixed(3)); + batting_avg_list.push(avg_batting_avg); + + var batting_avg_dict = [ + {hand: handOptions[0], value: batting_avg_list[0], color: colors[0]}, + {hand: handOptions[1], value: batting_avg_list[1], color: colors[1]}, + {hand: handOptions[2], value: batting_avg_list[2], color: colors[2]}, + {hand: handOptions[3], value: batting_avg_list[3], color: colors[3]}, + ]; + + // average filtered home run data + var both_hr = parseFloat(d3.mean(filtered_both, function(d) { return d.HR}).toFixed(1)); + var left_hr = parseFloat(d3.mean(filtered_left, function(d) { return d.HR}).toFixed(1)); + var right_hr = parseFloat(d3.mean(filtered_right, function(d) { return d.HR}).toFixed(1)); + var hr_list = [both_hr, left_hr, right_hr]; + var avg_hr = parseFloat(average(hr_list).toFixed(1)); + hr_list.push(avg_hr); + + var hr_dict = [ + {hand: handOptions[0], value: hr_list[0], color: colors[0]}, + {hand: handOptions[1], value: hr_list[1], color: colors[1]}, + {hand: handOptions[2], value: hr_list[2], color: colors[2]}, + {hand: handOptions[3], value: hr_list[3], color: colors[3]}, + ]; + + // scale data to x position + var x_avg = d3.scale.linear() + .domain([0, d3.max(batting_avg_list)]) + .range([0, 5]); + + var x_hr = d3.scale.linear() + .domain([0, d3.max(hr_list)]) + .range([0, 5]); + + // append batting avg summary to body + batting_avg_summary = d3.select("body") + .append("div") + .attr("class", "summaryChart") + .attr("id", "battingAvgSummary") + .append("h1") + .text("Average Batting Avg"); + + batting_avg_summary.selectAll('.battingAvgBar') + .data(batting_avg_dict) + .enter().append("div") + .attr("class", "bar battingAvgBar") + .attr("id", function(d) { return d.hand + "AvgBar"; }) + .text(function(d) { return d.value; }) + .style("width", 0 + "vw") + .style("opacity", 0) + .transition().duration(1000) + .style("width", function(d) { return x_avg(d.value) + "vw"; }) + .style("opacity", 1) + .style("background-color", function(d) { return d.color; }); + + + // append home run summary to body + hr_summary = d3.select("body") + .append("div") + .attr("class", "summaryChart") + .attr("id", "hrAvgSummary") + .append("h1") + .text("Average Home Runs"); + + hr_summary.selectAll('.hrAvgBar') + .data(hr_dict) + .enter().append("div") + .attr("class", "bar hrAvgBar") + .attr("id", function(d) { return d.hand + "HrBar"; }) + .text(function(d) { return d.value; }) + .style("width", 0 + "vw") + .style("opacity", 0) + .transition().duration(1000) + .style("width", function(d) { return x_hr(d.value) + "vw"; }) + .style("opacity", 1) + .style("background-color", function(d) { return d.color; }); +} \ No newline at end of file From 23f6e4df56bfb83ca9d3d506dbc55c947cd69262 Mon Sep 17 00:00:00 2001 From: Dominic Nguyen Date: Mon, 31 Jul 2017 17:31:38 -0700 Subject: [PATCH 05/10] Update index.html --- index.html | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/index.html b/index.html index 506b2a9..66e441f 100644 --- a/index.html +++ b/index.html @@ -6,7 +6,7 @@ - + - \ No newline at end of file + From b8a0a0328a6e0e02acb64784063b110a300b9833 Mon Sep 17 00:00:00 2001 From: Dominic Nguyen Date: Mon, 31 Jul 2017 17:36:24 -0700 Subject: [PATCH 06/10] Update index.js --- index.js | 4 ---- 1 file changed, 4 deletions(-) diff --git a/index.js b/index.js index 1998d2a..8d6c3f2 100644 --- a/index.js +++ b/index.js @@ -193,10 +193,6 @@ function draw(data) { // Filter data by handedness var filtered = filterByHand(data, category); -// function key_function(){ -// function(d) {return d.id;}; -// } - var circles = svg.selectAll("circle") .data(filtered, function (d) {return d.id; }); From 46f407faad98b274c6a49fbb0340c67988e1dd8a Mon Sep 17 00:00:00 2001 From: Dominic Nguyen Date: Mon, 31 Jul 2017 17:41:54 -0700 Subject: [PATCH 07/10] Update index.css to Version 2.0 --- index.css | 43 +++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 43 insertions(+) diff --git a/index.css b/index.css index f1e2121..b90c1c4 100644 --- a/index.css +++ b/index.css @@ -9,11 +9,28 @@ body { margin: 0; fill: #23adff; font-weight: bold; + position: absolute; + top: 5vh; + left: 5vw; +} +svg { + position: absolute; + top: 5vh; + left: 2vw; } .info { + position: absolute; font-size: 3vmin; color: #FFFFFF; } +#info1 { + top: 10vh; + left: 5vw; +} +#info2 { + top: 14vh; + left: 5vw; +} #legendTitle { position: absolute; font-size: 3.5vmin; @@ -71,3 +88,29 @@ div.hand_buttons div { div.hand_buttons div:hover { cursor: pointer; } + +.summaryChart { + color: #FFFFFF; +} +h1 { + font-size: 1.5vw; +} +.bar { + font-size: 2vmin; + text-align: right; + padding-right: 1vmin; + margin: 5px; + color: #000000; + font-weight: bold; +} + +#battingAvgSummary { + position: absolute; + top: 25vh; + left: 6vw; +} +#hrAvgSummary { + position: absolute; + top: 25vh; + left: 26vw; +} \ No newline at end of file From 78c7d9ce35706218ed5f40f36486ce4b457138ae Mon Sep 17 00:00:00 2001 From: Dominic Nguyen Date: Sun, 6 Aug 2017 00:13:52 -0500 Subject: [PATCH 08/10] Update README.md --- README.md | 11 ++++++++++- 1 file changed, 10 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 8bc86ee..e77a39e 100644 --- a/README.md +++ b/README.md @@ -1,7 +1,13 @@ # Summary -A CSV dataset of baseball players and their characteristics and statistics was parsed and an interactive data visualization was created using common web development languages (HTML5, CSS3, JavasScript) and the D3 library. The focus of this visualization was handedness of the player. +A CSV dataset of baseball players and their characteristics and statistics was parsed and an interactive data visualization was created using common web development languages (HTML5, CSS3, JavasScript) and the D3 library. The focus of this visualization was handedness of the player on batting average and amount of home runs hit (HRs). # Data Cleaning We cleaned the original dataset of 1157 baseball players (stored in *baseball_data.csv*) by removing any players that did not score a homerun or have a batting average. To expedite the cleaning process, these players were removed directly with Excel. This new dataset contains 871 players and is stored in *baseball_data2.csv*. +# Explanatory Outcomes +While the user can interact with the visualization, there are two key takeaways that we wanted to clearly illustrate through the bar charts: +- On average, left-handed players have slightly better batting average than right-handed and ambidextrous players (0.253 vs 0.240 and 0.244 respectively). +- On average, left-handed players hit more HRs than right-handed and ambidextrous players (69.9 vs 58.8 and 40.3 respectively). + +To help quantify this difference, we used a two-sample independent t-test. At a 90% confidence level, all of these performance differences are statistically significant. More statistical details can be found in the *baseball_data.xlsx* file. # Design ## Visual Encoding The most important fields, the two performance indicators (batting avg and home runs hit), are encoded by x position and y position respectively. Since handedness is the variable that we wish to show a difference in, we encoded this through color for easy comparison. Additionally, we made this variable interactive by allowing the user to sort the data by handedness through interacting with the buttons on the right side. Clicking on these buttons highlights visual elements that pertain to that hand type. @@ -11,7 +17,9 @@ We decided to use a large scatter plot to allow the user to see trends in the da After some feedback, we also added a ‘summary statistics’ portion for quick explanatory visualization while retaining exploratory functionality with the whole dataset. Bar charts were used to allow quick comparison. The visual encoding of handedness is color to be consistent with the scatter plot. No axes were used as bar width and values in the bars were sufficient to encode the data and the colors were sufficient to encode the handedness. # Feedback The visualization was updated based on collected feedback. Version 1.0 represents the visualization before the feedback and Version 2.0 represents the visualization after the feedback. + Please note, only Version 2.0 can be seen in the browser via the link: https://dominickhacnguyen.github.io/baseball-data/. Version 1.0 can be viewed by downloading it separately and viewing it locally. + Below is the feedback that was collected: - Brother noticed that there were two circles that would show up green (left handed) even though the red (right handed) button was selected. Refer to *Version1.0_Issue.jpg*. > - To resolve this, we went back to the csv file and found out that there were duplicates in the name field. @@ -26,3 +34,4 @@ Below is the feedback that was collected: - http://bl.ocks.org/d3noob/5d621a60e2d1d02086bf - http://bl.ocks.org/weiglemc/6185069 - https://bl.ocks.org/mbostock/7322386 +- https://www.medcalc.org/calc/comparison_of_means.php From fea26d8b24228d7ad2a176a03ca2c34a56eefc32 Mon Sep 17 00:00:00 2001 From: Dominic Nguyen Date: Sat, 5 Aug 2017 22:18:50 -0700 Subject: [PATCH 09/10] Cleaned formatting and added commentary and files - Moved some d3 expressions to html files - added baseball_xlsx file that shows exploratory data analysis - cleaned formatting of index.js file --- baseball_data.xlsx | Bin 0 -> 133846 bytes index.css | 26 +++++++++----- index.html | 20 +++++++++-- index.js | 88 ++++++++++++++++++--------------------------- 4 files changed, 71 insertions(+), 63 deletions(-) create mode 100644 baseball_data.xlsx diff --git a/baseball_data.xlsx b/baseball_data.xlsx new file mode 100644 index 0000000000000000000000000000000000000000..e5ec3bb0d68dda224a49c43c00ca2c6beef5eb99 GIT binary patch literal 133846 zcmeFZV~{A%@+LgCZQHi3GoCZHZQHhO+qP}n<{5L(@BSC>#@>ki`bO;S57pgO6;<8U znNMYAJ=OBkz#u39U;q#R004vlo%fey7(f63JO}^)$N&&Pn!>g=PR2G)y2|c$#*W%_ zZq`-=1t35ac>sSa{pa|9c?5=16>K*N5d3z@uld!wWEss{otIHc;kTdLR4iVADYOiz zF%ah1-d?zoODjrP$n?hP?U6oiIzI%^THDrJ8r;Axv8t&Y6lNp=BP{33oJGI+J~Olv z2i!|Q5;X)xUG~PN9}Yu@2WR}K88q4>mUc34lelz*C$-99DY_aLT8#00H&|JtY}c^P zj=g+D+kfLF<-XB@tJC@PMes`Mer_G?en{bAi$-jIIpS6jO<}Ctoz%;}R}J~brR!8< z!3q5-MN>+hQPUe(2IxsHu7^ds=5>pW<`jx$qLpyPYr3r%8k0|}#6INHzr020;J$TT z9{uV+u8a0Nh*AH^Y+mEumU=I^K2f;*<<2$UZV^z>U>wc0y1j?XhJ(n?O+S{o=Zw9ke(d;gxvlla9lb&oM5`;yT= z{^$t+~kmLNlx7tM;>W)wGJo*``Y)j9Iv86y($oEu{s&0@ zUxttW_3l*(zvKoPU_x#sK10V|mbc>&grr>sB{~U}ef%W1;G3fhNwBwj$#D>ru>yg` zeY<@=CpNcvqA$h>pAT57B9TzIiCbK&LsH-Eox!Qd98$#WtM-QwU6!AgpVP&q+$mhT zW2q|J%JQYhcZtOo??vhnX6aP1Ad!o4LeO~A{WV5@sqYxP)&MRGDP32G)U~qbT_nzC z`mUywoWt^mamrjRq@#{G8knxvc#T;RKD}Y7D4B7Z*BRtEa1pud8d>%I5y|XD{_>)g z%^FiAVnKRkniU@<&3p3IXkxja%yu7Qha9XNyBiOP#4pivGX!#MRcp(!kc%@}GJ4f9MS0-^urH-T$|bs)R|4AqE)Hm*DTf`5t>FZ}|{= zlX=B7>r5X%yCe=718`06qgzWwuJOJ&n+8USffu~+&P`v}>Q@qcEK^h?NvMD-7h^+9 z(A(k3Y2vUxGij@AQcz&fwbNDAPF0Ke!&1ErzOXWbK%l`b+hUjv`A|Z8-gS=htlK!l zbIbKYK7(Hli6!t0v#bRCizuOr{`^U;1QGeMGe4G{6&5VK++XwY$Ixg@cXK14BK|#O zzwb23;}MUHKc+LDab|@QKh!4fr&BN*STTFD_`!sSkVnf=k2utW+I5k|3@dYC*jxfQ zn^Wi_V7vU_F>)CY^AQ+ zW(2~>eV_{RKoiwbF6)Q4jt-G!TQP??>aaet43&R}Vl+dIK5)Y^j|+JTO80~uv|&@+ zTZj-VgybE{4-lArNv`?|FBz7$!`iAT2Oqe|KnPZ5!r`Vc)tI_z8R4QpDfX7Aku_qX zpVNRc?cNR|%rE$kM}H%;Pa^T2Sob1Et?^vPTzVp(yQYm`2IcFbHtu6OMs~Qy`&qO5 z_0SzQEXicct^VXRWcp0s25oQ2uc->3Lh+f+u<bv!@C^!CG7qF6daYnf^PyhHSL`VLrb@!+tl0 ziCiLIUiX4dom^v7k=}gWDmKw^^GGRecu$y@#h5<#Z2BY_mz8lSWq{1QcgIq+sz|)K z@x*j?&dzP`&7p2j$gDDey3q)f*OF3-1a8c%Xm4U=wWpH|ZYN8EbA8bYKwc!eoCA?d z@?C!Uh0<)cY$)|0P6@X8I1sMoLZ&<~F8||KO09mZt5YSfaPC z-VZP%{jL(zIw%`94cQ+-bj=9Tbqz^ov7T16bu>%`t6+4`Bi-K83Ql#u(zH=V@h+#; zM@@a(%@ zucxQJKdo}V7Rg?%mp|VLZ8tA}ygt{8+I!nhM(v(ZYr2Bo4>Ud-`Mj-anqAcsJ$H2` zVt?Ki<@kNO+6vy|it;NpcwTyaziZ(oRZ)Fie9(R#C+YcpUq8z!`Ft(-Rc{XXy{-6t z-zk1#d?)W^`6|5@=TLRC9$a2m+5gnuJh6PnPHx}PKZdr~R%kY))LMJ@@c2_XZ;e0L+1_03(@!YnXomrmN)ZD|3Z&y~D z@t5NIG}}9CDt~9AbJr%E#^rcFE!5NE3>-U1vz=GD*f!zrkXxqig!rZ&OS`D~YS58y zeqT+jsBPNu>?EkavVG1sxu`!x#dhAg@V=&|9?kb+rnc}^3O7J3cT&Gq9ydaD74@p* zPniv)^#t4}snK^l%4;Q%w)A^tcJz>{U2o-v>fU3sk)?lt?>c?5gyyD$`RaOldFnLL z2h%fa_*%Wwrla@pH6l-MSIRw`x^m6`IWZ9JteMv3O>g_Q3f?pJ+SS%B8s{_WnGtr! z?3vb1k-02rKs#CAuFHY0pHDfMAnYS!(;m#V>l@t-&FIl=(et*{bb0s2+Bk{}om{@t z*3)ncm|@W)#C0ES>eSk|GnR~ObGB}{)(~0Q7pm&$5S4dxKF`H{d-+ZwmHX)v zx?h-m=rBuAzo8p#VBlq3?`)yN83nx$+>jQ5MHRyP(1!f^d5*Zn(8+ikSso|sdPv~m zNE=^3#~g4H4QZfWz>(D%kTkO%8YJzTkF@gof-1Gt)Yazd;ptumjIW2YMIDYQmfIw- zg(7air`S|(gZ8XKXIBrN!(i*S<^43mr4z5xbn~U>;CnZE$Z>fTa&^-%)1J+Rn`ZVrLeUfy3caLV%kQ)cQvZV{V(EToEFEuv%jN!)MAVy??(9Z; zmoj)9Yj2N6N4)Q8(uq!V{jKr(GB5xxI0wB047pf$%yUrFIv@-6F%Xs2u(>$bg-Ib! zXT9)CH3etxz~cJ8ZtGP*QfTtdWauk;APBRLkSC*u(SZGxb2Cm1fW$@*)z377@9TI} zzBjl}U9@fp@5D+#vY*ra?2H|p(G*~LV%2CaLz4Y`Vm`UNV0V0)@l$i@JBj9^Z{PP; zN&tFKQHm0)RNq4ar)x?VQ64bZaYn>d9So$2QmU&96l$LfJ|Hl3m27!Dbxfq#^E4}e z{Ii@!=bY9Qw9Cn#*SI#L{}MDRm>(y-xCC=Z!HGVMYja-L-AdQxmtcNOo4ai#49N3$w{zRA$m#06M{T~#(K zJZf8miBZ+YFS&aQMN^ewNQNL

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Baseball Data

+
+ Does handedness have an effect on a baseball player's performance? +
+ Click on a player to see more stats! +
+
+ On average, compared to right-handed + and ambidextrous players, + left-handed players: +
    +
  • have slightly better batting averages
  • +
  • hit more homeruns
  • +
+ At a 90% confidence level, these differences are statistically significant. +
- + \ No newline at end of file diff --git a/index.js b/index.js index 8d6c3f2..3133e82 100644 --- a/index.js +++ b/index.js @@ -1,5 +1,6 @@ // function to filter data by handedness function filterByHand(data, hand) { + "use strict"; var filtered = data.filter(function (d) { if (hand === null) { return true; @@ -11,6 +12,7 @@ function filterByHand(data, hand) { // function to convert handoptions text to handedness field values function convertCategory(category) { + "use strict"; switch (category) { case "Both": return "B"; @@ -26,29 +28,29 @@ function convertCategory(category) { // function to draw scatter plot and labels function draw(data) { "use strict"; - var margin = {top: 20, right: 20, bottom: 20, left: 40}, - buffer = 75, - chartWidth = window.innerWidth, - chartHeight = window.innerHeight, - width = chartWidth - margin.left - margin.right - buffer, - height = chartHeight - margin.top - margin.bottom - buffer; + var margin = {top: 20, right: 20, bottom: 20, left: 20}; + var buffer = 50; + var chartWidth = window.innerWidth; + var chartHeight = window.innerHeight; + var width = chartWidth - margin.left - margin.right - buffer; + var height = chartHeight - margin.top - margin.bottom - buffer; // setup x (batting avg) - var xValue = function (d) { return d.avg; }, - xScale = d3.scale.linear().range([0, width]), - xMap = function(d) { return xScale(xValue(d)); }, - xAxis = d3.svg.axis().scale(xScale).orient("bottom"); + var xValue = function (d) { return d.avg; }; + var xScale = d3.scale.linear().range([0, width]); + var xMap = function (d) { return xScale(xValue(d)); }; + var xAxis = d3.svg.axis().scale(xScale).orient("bottom"); // setup y (home runs) - var yValue = function (d) { return d.HR; }, - yScale = d3.scale.linear().range([height, 0]), - yMap = function (d) { return yScale(yValue(d)); }, - yAxis = d3.svg.axis().scale(yScale).orient("left"); + var yValue = function (d) { return d.HR; }; + var yScale = d3.scale.linear().range([height, 0]); + var yMap = function (d) { return yScale(yValue(d)); }; + var yAxis = d3.svg.axis().scale(yScale).orient("left"); // setup fill color var handOptions = ["Both", "Left", "Right", "All"]; var cValue = function (d) { return d.handedness; }; - var colors =["#23adff", '#42f480', "#f44242", "#ffbb2b"] + var colors = ["#23adff", '#42f480', "#f44242", "#ffbb2b"]; var color = d3.scale.ordinal().domain(["B", "L", "R", ""]); color.range(colors); @@ -56,8 +58,8 @@ function draw(data) { var svg = d3.select("body").append("svg"); svg.attr("width", width + margin.left + margin.right) .attr("height", height + margin.top + margin.bottom) - .append("g") - .attr("transform", "translate(" + margin.left + "," + margin.top + ")"); + .append("g"); +// .attr("transform", "translate(" + margin.left + "," + margin.top + ")"); // add the tooltip area to the webpage var tooltip = d3.select("body").append("div"); @@ -68,11 +70,11 @@ function draw(data) { function inBounds(value, axis) { if (axis === "height" && value < 100) { return value + 150; - } else if (axis === "width" && value > width - 100) { + } + if (axis === "width" && value > width - 100) { return value - 125; - } else { - return value; } + return value; } // change string (from CSV) into number format @@ -112,24 +114,6 @@ function draw(data) { .style("text-anchor", "end") .text("# of Home Runs"); - // draw header title - d3.select("body") - .append("h1") - .text("Baseball Data") - .attr("id", "title"); - - // draw info text - d3.select("body") - .append("h1") - .text("Does handedness have an effect on a baseball player's performance?") - .attr("class", "info") - .attr("id", "info1"); - d3.select("body") - .append("h1") - .text("Click on a player to see more stats!") - .attr("class", "info") - .attr("id", "info2"); - // draw legend title d3.select("body").append("text").text("Handedness") .attr("id", "legendTitle") @@ -146,7 +130,6 @@ function draw(data) { .enter() .append("div") .attr("class", "hand_button") -// .attr("id", function (d) {return d.handedness; } + "Category") .style("background-color", color) .text(function (d) { return d; }); @@ -194,7 +177,7 @@ function draw(data) { var filtered = filterByHand(data, category); var circles = svg.selectAll("circle") - .data(filtered, function (d) {return d.id; }); + .data(filtered, function (d) {return d.id; }); // fade out & remove previous unrelated data circles.exit() @@ -296,7 +279,6 @@ function draw(data) { // function to draw summary area function drawSummary(data, colors, handOptions) { - // get filtered data by handedness var filtered_both = filterByHand(data, convertCategory(handOptions[0])); var filtered_left = filterByHand(data, convertCategory(handOptions[1])); @@ -312,9 +294,9 @@ function drawSummary(data, colors, handOptions) { } // average filtered batting avg data - var both_batting_avg = parseFloat(d3.mean(filtered_both, function(d) { return d.avg}).toFixed(3)); - var left_batting_avg = parseFloat(d3.mean(filtered_left, function(d) { return d.avg}).toFixed(3)); - var right_batting_avg = parseFloat(d3.mean(filtered_right, function(d) { return d.avg}).toFixed(3)); + var both_batting_avg = parseFloat(d3.mean(filtered_both, function(d) { return d.avg; }).toFixed(3)); + var left_batting_avg = parseFloat(d3.mean(filtered_left, function(d) { return d.avg; }).toFixed(3)); + var right_batting_avg = parseFloat(d3.mean(filtered_right, function(d) { return d.avg; }).toFixed(3)); var batting_avg_list = [both_batting_avg, left_batting_avg, right_batting_avg]; var avg_batting_avg = parseFloat(average(batting_avg_list).toFixed(3)); batting_avg_list.push(avg_batting_avg); @@ -327,9 +309,9 @@ function drawSummary(data, colors, handOptions) { ]; // average filtered home run data - var both_hr = parseFloat(d3.mean(filtered_both, function(d) { return d.HR}).toFixed(1)); - var left_hr = parseFloat(d3.mean(filtered_left, function(d) { return d.HR}).toFixed(1)); - var right_hr = parseFloat(d3.mean(filtered_right, function(d) { return d.HR}).toFixed(1)); + var both_hr = parseFloat(d3.mean(filtered_both, function(d) { return d.HR; }).toFixed(1)); + var left_hr = parseFloat(d3.mean(filtered_left, function(d) { return d.HR; }).toFixed(1)); + var right_hr = parseFloat(d3.mean(filtered_right, function(d) { return d.HR; }).toFixed(1)); var hr_list = [both_hr, left_hr, right_hr]; var avg_hr = parseFloat(average(hr_list).toFixed(1)); hr_list.push(avg_hr); @@ -343,15 +325,15 @@ function drawSummary(data, colors, handOptions) { // scale data to x position var x_avg = d3.scale.linear() - .domain([0, d3.max(batting_avg_list)]) - .range([0, 5]); + .domain([0, d3.max(batting_avg_list)]) + .range([0, 5]); var x_hr = d3.scale.linear() - .domain([0, d3.max(hr_list)]) - .range([0, 5]); + .domain([0, d3.max(hr_list)]) + .range([0, 5]); // append batting avg summary to body - batting_avg_summary = d3.select("body") + var batting_avg_summary = d3.select("body") .append("div") .attr("class", "summaryChart") .attr("id", "battingAvgSummary") @@ -373,7 +355,7 @@ function drawSummary(data, colors, handOptions) { // append home run summary to body - hr_summary = d3.select("body") + var hr_summary = d3.select("body") .append("div") .attr("class", "summaryChart") .attr("id", "hrAvgSummary") From 7b82c5e1b0bb459fee30e01dafbb22025c5a963d Mon Sep 17 00:00:00 2001 From: Dominic Nguyen Date: Sun, 6 Aug 2017 01:26:05 -0500 Subject: [PATCH 10/10] Fixed position issue Fixed issue with y-labels being cut off --- index.css | 13 ++++++------- index.html | 2 +- index.js | 10 +++++----- 3 files changed, 12 insertions(+), 13 deletions(-) diff --git a/index.css b/index.css index 7ef0f1c..b8ac477 100644 --- a/index.css +++ b/index.css @@ -11,12 +11,12 @@ body { font-weight: bold; position: absolute; top: 5vh; - left: 5vw; + left: 7vw; } svg { position: absolute; top: 5vh; - left: 2vw; + left: 1vw; } .info { position: absolute; @@ -25,7 +25,7 @@ svg { } #subtext { top: 12vh; - left: 5vw; + left: 7vw; } #legendTitle { position: absolute; @@ -43,9 +43,9 @@ svg { stroke: #FFFFFF; shape-rendering: crispEdges; } -#result { +#outcome { top: 47vh; - left: 5vw; + left: 7vw; width: 40vw; } h2, h3, p { @@ -89,7 +89,6 @@ div.hand_buttons div { div.hand_buttons div:hover { cursor: pointer; } - .summaryChart { color: #FFFFFF; } @@ -108,7 +107,7 @@ h1 { #battingAvgSummary { position: absolute; top: 22vh; - left: 6vw; + left: 8vw; } #hrAvgSummary { position: absolute; diff --git a/index.html b/index.html index 695c5e2..471dfaf 100644 --- a/index.html +++ b/index.html @@ -13,7 +13,7 @@

Baseball Data


Click on a player to see more stats! -
+
On average, compared to right-handed and ambidextrous players, left-handed players: diff --git a/index.js b/index.js index 3133e82..989e134 100644 --- a/index.js +++ b/index.js @@ -28,7 +28,7 @@ function convertCategory(category) { // function to draw scatter plot and labels function draw(data) { "use strict"; - var margin = {top: 20, right: 20, bottom: 20, left: 20}; + var margin = {top: 20, right: 20, bottom: 20, left: 40}; var buffer = 50; var chartWidth = window.innerWidth; var chartHeight = window.innerHeight; @@ -55,11 +55,11 @@ function draw(data) { color.range(colors); // add the graph canvas to the body of the webpage - var svg = d3.select("body").append("svg"); - svg.attr("width", width + margin.left + margin.right) + var svg = d3.select("body").append("svg") + .attr("width", width + margin.left + margin.right) .attr("height", height + margin.top + margin.bottom) - .append("g"); -// .attr("transform", "translate(" + margin.left + "," + margin.top + ")"); + .append("g") + .attr("transform", "translate(" + margin.left + "," + margin.top + ")"); // add the tooltip area to the webpage var tooltip = d3.select("body").append("div");