[cmsms_row data_width=”boxed” data_color=”default” data_bg_color=”#313f55″ data_padding_top=”5″ data_padding_bottom=”5″][cmsms_column data_width=”1/1″][cmsms_heading type=”h1″ font_family=”Roboto+Condensed:400,400italic,700,700italic” font_size=”72″ font_weight=”normal” font_style=”normal” icon=”cmsms-icon-road” text_align=”center” margin_top=”5″ margin_bottom=”0″ animation_delay=”0″ classes=”white_hdr”]Boston Marathon 2017 Finishers[/cmsms_heading][/cmsms_column][/cmsms_row][cmsms_row data_padding_bottom=”5″ data_padding_top=”5″ data_color=”default” data_width=”boxed”][cmsms_column data_width=”1/3″][cmsms_image align=”center” animation_delay=”0″]18777|http://weartested.org/wp-content/uploads/2017/05/boston-2017-mens-winner-400.jpg|full[/cmsms_image][cmsms_text animation_delay=”0″]

Source: Boston Magazine

[/cmsms_text][/cmsms_column][cmsms_column data_width=”1/3″][cmsms_html]PGxpbmsgaHJlZj0iaHR0cDovL2ZvbnRzLmdvb2dsZWFwaXMuY29tL2Nzcz9mYW1pbHk9Um9ib3RvK0NvbmRlbnNlZCIgcmVsPSJzdHlsZXNoZWV0IiB0eXBlPSJ0ZXh0L2NzcyI+CjxsaW5rIHJlbD0ic3R5bGVzaGVldCIgaHJlZj0iLy9jb2RlLmpxdWVyeS5jb20vdWkvMS4xMS4xL3RoZW1lcy9zbW9vdGhuZXNzL2pxdWVyeS11aS5jc3MiPgo8c2NyaXB0IHNyYz0iLy9jb2RlLmpxdWVyeS5jb20vanF1ZXJ5LTEuMTAuMi5qcyI+PC9zY3JpcHQ+CjxzY3JpcHQgc3JjPSIvL2NvZGUuanF1ZXJ5LmNvbS91aS8xLjExLjEvanF1ZXJ5LXVpLmpzIj48L3NjcmlwdD4=[/cmsms_html][cmsms_image align=”center” animation_delay=”0″]18794|http://weartested.org/wp-content/uploads/2017/05/baamarathon-2017-header-400.jpg|full[/cmsms_image][cmsms_text animation_delay=”0″]

Source: BAA

[/cmsms_text][cmsms_js]var categories = ['18-39','40-44','45-49','50-54','54-59','60-64','65-69','70-74','75-79','80+ '];
$(document).ready(function () {

	Highcharts.chart('containerTop10MaleFinishers', {
	    chart: {
	        type: 'bar'
	    },
	    title: {
	        text: 'Top 10 Finishers - Male'
	    },
	    xAxis: {
	        categories: ['Kirui, Geoffrey (KEN): 2:09:37', 'Rupp, Galen (USA): 2:09:58', 'Osako, Suguru (JPN): 2:10:28', 'Biwott, Shadrack (USA): 2:12:08', 'Chebet, Wilson (KEN): 2:12:35', 'Abdirahman, Abdi (USA): 2:12:45', 'Maiyo, Augustus K. (USA): 2:13:16', 'Sefir, Dino (ETH): 2:14:26', 'Puskedra, Luke (USA): 2:14:45', 'Ward, Jared (USA): 2:15:28', ],
            reversed: true,
            labels: {
                step: 1
            }
	    },
	    yAxis: {
            title: {
                text: 'Second vs First Delta (in seconds)'
            }
	    },
	    legend: {
	        reversed: true,
			enabled: false
	    },
		credits: {
			enabled: false
		},
        exporting: {
            enabled: false
        },
	    plotOptions: {
	        series: {
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        tooltip: {
            formatter: function () {
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            }
        },
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	    series: [{
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	        data: [27, 48, 76, 158, 205, 215, 244, 138, 299, 342, ]
	    }, {
	        name: 'Second Half',
	        data: [3902, 3923, 3952, 4043, 4080, 4090, 4120, 4102, 4192, 4235, ]
	    }, {
	        name: 'First Half',
	        data: [3875, 3875, 3876, 3885, 3875, 3875, 3876, 3964, 3893, 3893, ]
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	    series: [{
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	Highcharts.chart('containerTop10FemaleFinishers', {
	    chart: {
	        type: 'bar'
	    },
	    title: {
	        text: 'Top 10 Finishers - Female'
	    },
	    xAxis: {
	        categories: ['Kiplagat, Edna (KEN): 2:21:52', 'Chelimo, Rose (BRN): 2:22:51', 'Hasay, Jordan (USA): 2:23:00', 'Linden, Desiree (USA): 2:25:06', 'Cherono, Gladys (KEN): 2:27:20', 'Kipketer, Valentine (KEN): 2:29:35', 'Deba, Buzunesh (ETH): 2:30:58', 'Kosgei, Brigid (KEN): 2:31:48', 'Nukuri, Diane (BDI): 2:32:24', 'Aga, Ruti (ETH): 2:33:26', ],
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            labels: {
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            }
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	    yAxis: {
            title: {
                text: 'Second vs First Delta (in seconds)'
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        chart: {
            type: 'bar'
        },
        title: {
            text: 'Finishers by Age Group: Male'
        },
        xAxis: [{
            categories: categories,
            reversed: false,
            labels: {
	            dataLabels: {
	                enabled: true
	            }
            }
        }],
        yAxis: {
            title: {
                text: null
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            labels: {
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	    legend: {
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	    },
        plotOptions: {
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        tooltip: {
            formatter: function () {
                return '<b>' + this.series.name + ', Ages ' + this.point.category + '</b><br/>' +
                    'Runners: ' + Highcharts.numberFormat(Math.abs(this.point.y), 0);
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        },
		credits: {
			enabled: false
		},
        exporting: {
            enabled: false
        },
        series: [{
            name: 'Male',
            data: [4774,1988,2553,1945,1537,1043,426,138,28,6,]
        }]
    });

    Highcharts.chart('containerFinishersFemale', {
        chart: {
            type: 'bar'
        },
        title: {
            text: 'Finishers by Age Group: Female'
        },
        xAxis: [{
            categories: categories,
            reversed: false,
            labels: {
	            dataLabels: {
	                enabled: true
	            }
            }
        }],
        yAxis: {
            title: {
                text: null
            },
            labels: {
	            dataLabels: {
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	            }
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	    legend: {
			enabled: false
	    },
        plotOptions: {
            series: {
                stacking: 'normal'
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        },
        tooltip: {
            formatter: function () {
                return '<b>' + this.series.name + ', Ages ' + this.point.category + '</b><br/>' +
                    'Runners: ' + Highcharts.numberFormat(Math.abs(this.point.y), 0);
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        },
		credits: {
			enabled: false
		},
        exporting: {
            enabled: false
        },
        series: [{
            name: 'Female',
            data: [5846,1854,1863,1223,698,344,112,23,9,1,]
        }]
    });

	Highcharts.chart('containerBubble', {

	    chart: {
	        type: 'bubble',
	        plotBorderWidth: 1,
	        zoomType: 'xy'
	    },

	    legend: {
	        enabled: false
	    },

		credits: {
			enabled: false
		},
        exporting: {
            enabled: false
        },

	    title: {
	        text: 'Finishers by Country Citizenship (non-USA,CAN)'
	    },

	    xAxis: {
	        gridLineWidth: 1,
	        title: {
	            text: '# Finishers'
	        },
	        labels: {
	            format: '{value}'
	        }
	    },

	    yAxis: {
	        startOnTick: false,
	        endOnTick: false,
	        title: {
	            text: 'Country'
	        },
	        labels: {
	            format: '{value}'
	        },
	        maxPadding: 0.2,
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	    tooltip: {
	        useHTML: true,
	        headerFormat: '<table>',
	        pointFormat: '<tr><th colspan="2"><b>{point.name}</b></th></tr>' +
	            '<tr><th>Finishers:</th><td>{point.z}</td></tr>',
	        footerFormat: '</table>',
	        followPointer: true
	    },
*/

        tooltip: {
            formatter: function () {
                return '<b>' + this.point.name + '<b><br />Finishers: <b>' + this.point.z + '</b>';
            }
        },

	    plotOptions: {
	        series: {
	            dataLabels: {
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	                format: '{point.name}'
	            }
	        }
	    },

	    series: [{
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	Highcharts.chart('containerBubbleStates', {

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	        plotBorderWidth: 1,
	        zoomType: 'xy'
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	    legend: {
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	    },

		credits: {
			enabled: false
		},
        exporting: {
            enabled: false
        },

	    title: {
	        text: 'Finishers by States (USA only)'
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	    xAxis: {
	        gridLineWidth: 1,
	        title: {
	            text: '# Finishers'
	        },
	        labels: {
	            format: '{value}'
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	    yAxis: {
	        startOnTick: false,
	        endOnTick: false,
	        title: {
	            text: 'States'
	        },
	        labels: {
	            format: '{value}'
	        },
	        maxPadding: 0.2,
	    },

        tooltip: {
            formatter: function () {
                return '<b>' + this.point.name + ' (' + this.point.fullname + ')<b><br />Finishers: <b>' + this.point.z + '</b>';
            }
        },

	    plotOptions: {
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	            dataLabels: {
	                enabled: true,
	                format: '{point.name}'
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	    series: [{
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	    }]

	});

	Highcharts.chart('containerTop10USAMaleFinishers', {
	    chart: {
	        type: 'bar'
	    },
	    title: {
	        text: 'Top 10 US Finishers - Male'
	    },
	    xAxis: {
	        categories: ['Rupp, Galen (USA): 2:09:58', 'Biwott, Shadrack (USA): 2:12:08', 'Abdirahman, Abdi (USA): 2:12:45', 'Maiyo, Augustus K. (USA): 2:13:16', 'Puskedra, Luke (USA): 2:14:45', 'Ward, Jared (USA): 2:15:28', 'Quigley, Sean (USA): 2:15:34', 'Keflezighi, Meb (USA): 2:17:00', 'Puzey, Thomas R. (USA): 2:18:20', 'Harvey, Brian (USA): 2:20:18', ],
            reversed: true,
            labels: {
                step: 1
            }
	    },
	    yAxis: {
            title: {
                text: 'Second vs First Delta (in seconds)'
            }
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	    legend: {
	        reversed: true,
			enabled: false
	    },
		credits: {
			enabled: false
		},
        exporting: {
            enabled: false
        },
	    plotOptions: {
	        series: {
	            stacking: 'normal'
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	    },
        tooltip: {
            formatter: function () {
                return '<b>' + this.point.category + '</b><br/>' +
                    'Second vs First Half Delta: ' + this.point.y + ' seconds';
            }
        },
	    series: [{
	        name: 'Negative Split',
	        data: [48, 158, 215, 244, 299, 342, 252, 426, -26, 156, ]
	    }]
	});

	Highcharts.chart('containerTop10USAFemaleFinishers', {
	    chart: {
	        type: 'bar'
	    },
	    title: {
	        text: 'Top 10 US Finishers - Female'
	    },
	    xAxis: {
	        categories: ['Hasay, Jordan (USA): 2:23:00', 'Linden, Desiree (USA): 2:25:06', 'Flanagan, Lindsey (USA): 2:34:44', 'Herrick, Danna (USA): 2:34:53', 'Atkins, Esther (USA): 2:36:11', 'McMahan, Dot (USA): 2:36:28', 'McWalters, Teresa (USA): 2:36:30', 'Groner, Roberta (USA): 2:36:33', 'Dimoff, Carrie (USA): 2:37:30', 'Costello, Liz (USA): 2:38:21', ],
            reversed: true,
            labels: {
                step: 1
            }
	    },
	    yAxis: {
            title: {
                text: 'Second vs First Delta (in seconds)'
            }
	    },
	    legend: {
	        reversed: true,
			enabled: false
	    },
		credits: {
			enabled: false
		},
        exporting: {
            enabled: false
        },
	    plotOptions: {
	        series: {
	            stacking: 'normal'
	        }
	    },
        tooltip: {
            formatter: function () {
                return '<b>' + this.point.category + '</b><br/>' +
                    'Second vs First Half Delta: ' + this.point.y + ' seconds';
            }
        },
	    series: [{
	        name: 'Negative Split',
	        data: [-126, 0, 282, -147, 55, 156, 28, 15, -56, 279, ]
	    }]
	});

});[/cmsms_js][/cmsms_column][cmsms_column data_width=”1/3″][cmsms_image align=”center” animation_delay=”0″]18776|http://weartested.org/wp-content/uploads/2017/05/boston-2017-womens-winner-400.jpg|full[/cmsms_image][cmsms_text animation_delay=”0″]

Source: Boston Magazine

[/cmsms_text][/cmsms_column][/cmsms_row][cmsms_row data_padding_bottom=”5″ data_padding_top=”5″ data_color=”default” data_width=”boxed”][cmsms_column data_width=”1/1″][cmsms_text animation_delay=”0″]

Special thanks to Roberto Jourdain, Kaggle/Google, and Boston Athletic Association (BAA) for supplying and hosting the detailed results. And to Weather Underground for the historical weather information.

Dynamic charts using High Charts. Advanced Analytics using Python, NumPy, Pandas, and Seaborn libraries. Additional help by Claire Pang, USF Data Science.

[/cmsms_text][cmsms_js]var categories = ['18-39','40-44','45-49','50-54','54-59','60-64','65-69','70-74','75-79','80+ '];
$(document).ready(function () {

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	    chart: {
	        type: 'bar'
	    },
	    title: {
	        text: 'Top 10 Finishers - Male'
	    },
	    xAxis: {
	        categories: ['Kirui, Geoffrey (KEN): 2:09:37', 'Rupp, Galen (USA): 2:09:58', 'Osako, Suguru (JPN): 2:10:28', 'Biwott, Shadrack (USA): 2:12:08', 'Chebet, Wilson (KEN): 2:12:35', 'Abdirahman, Abdi (USA): 2:12:45', 'Maiyo, Augustus K. (USA): 2:13:16', 'Sefir, Dino (ETH): 2:14:26', 'Puskedra, Luke (USA): 2:14:45', 'Ward, Jared (USA): 2:15:28', ],
            reversed: true,
            labels: {
                step: 1
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	    yAxis: {
            title: {
                text: 'Second vs First Delta (in seconds)'
            }
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	    legend: {
	        reversed: true,
			enabled: false
	    },
		credits: {
			enabled: false
		},
        exporting: {
            enabled: false
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	    plotOptions: {
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	        data: [27, 48, 76, 158, 205, 215, 244, 138, 299, 342, ]
	    }, {
	        name: 'Second Half',
	        data: [3902, 3923, 3952, 4043, 4080, 4090, 4120, 4102, 4192, 4235, ]
	    }, {
	        name: 'First Half',
	        data: [3875, 3875, 3876, 3885, 3875, 3875, 3876, 3964, 3893, 3893, ]
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	        name: 'Negative Split',
	        data: [27, 48, 76, 158, 205, 215, 244, 138, 299, 342, ]
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	Highcharts.chart('containerTop10FemaleFinishers', {
	    chart: {
	        type: 'bar'
	    },
	    title: {
	        text: 'Top 10 Finishers - Female'
	    },
	    xAxis: {
	        categories: ['Kiplagat, Edna (KEN): 2:21:52', 'Chelimo, Rose (BRN): 2:22:51', 'Hasay, Jordan (USA): 2:23:00', 'Linden, Desiree (USA): 2:25:06', 'Cherono, Gladys (KEN): 2:27:20', 'Kipketer, Valentine (KEN): 2:29:35', 'Deba, Buzunesh (ETH): 2:30:58', 'Kosgei, Brigid (KEN): 2:31:48', 'Nukuri, Diane (BDI): 2:32:24', 'Aga, Ruti (ETH): 2:33:26', ],
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        chart: {
            type: 'bar'
        },
        title: {
            text: 'Finishers by Age Group: Male'
        },
        xAxis: [{
            categories: categories,
            reversed: false,
            labels: {
	            dataLabels: {
	                enabled: true
	            }
            }
        }],
        yAxis: {
            title: {
                text: null
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            labels: {
	            dataLabels: {
	                enabled: true
	            }
            }
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	    legend: {
			enabled: false
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        plotOptions: {
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                stacking: 'normal'
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        tooltip: {
            formatter: function () {
                return '<b>' + this.series.name + ', Ages ' + this.point.category + '</b><br/>' +
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		credits: {
			enabled: false
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        exporting: {
            enabled: false
        },
        series: [{
            name: 'Male',
            data: [4774,1988,2553,1945,1537,1043,426,138,28,6,]
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    });

    Highcharts.chart('containerFinishersFemale', {
        chart: {
            type: 'bar'
        },
        title: {
            text: 'Finishers by Age Group: Female'
        },
        xAxis: [{
            categories: categories,
            reversed: false,
            labels: {
	            dataLabels: {
	                enabled: true
	            }
            }
        }],
        yAxis: {
            title: {
                text: null
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            labels: {
	            dataLabels: {
	                enabled: true
	            }
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        },
	    legend: {
			enabled: false
	    },
        plotOptions: {
            series: {
                stacking: 'normal'
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        tooltip: {
            formatter: function () {
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        },
		credits: {
			enabled: false
		},
        exporting: {
            enabled: false
        },
        series: [{
            name: 'Female',
            data: [5846,1854,1863,1223,698,344,112,23,9,1,]
        }]
    });

	Highcharts.chart('containerBubble', {

	    chart: {
	        type: 'bubble',
	        plotBorderWidth: 1,
	        zoomType: 'xy'
	    },

	    legend: {
	        enabled: false
	    },

		credits: {
			enabled: false
		},
        exporting: {
            enabled: false
        },

	    title: {
	        text: 'Finishers by Country Citizenship (non-USA,CAN)'
	    },

	    xAxis: {
	        gridLineWidth: 1,
	        title: {
	            text: '# Finishers'
	        },
	        labels: {
	            format: '{value}'
	        }
	    },

	    yAxis: {
	        startOnTick: false,
	        endOnTick: false,
	        title: {
	            text: 'Country'
	        },
	        labels: {
	            format: '{value}'
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	    tooltip: {
	        useHTML: true,
	        headerFormat: '<table>',
	        pointFormat: '<tr><th colspan="2"><b>{point.name}</b></th></tr>' +
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	        footerFormat: '</table>',
	        followPointer: true
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	    plotOptions: {
	        series: {
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		credits: {
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	    title: {
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	        maxPadding: 0.2,
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	});

	Highcharts.chart('containerTop10USAMaleFinishers', {
	    chart: {
	        type: 'bar'
	    },
	    title: {
	        text: 'Top 10 US Finishers - Male'
	    },
	    xAxis: {
	        categories: ['Rupp, Galen (USA): 2:09:58', 'Biwott, Shadrack (USA): 2:12:08', 'Abdirahman, Abdi (USA): 2:12:45', 'Maiyo, Augustus K. (USA): 2:13:16', 'Puskedra, Luke (USA): 2:14:45', 'Ward, Jared (USA): 2:15:28', 'Quigley, Sean (USA): 2:15:34', 'Keflezighi, Meb (USA): 2:17:00', 'Puzey, Thomas R. (USA): 2:18:20', 'Harvey, Brian (USA): 2:20:18', ],
            reversed: true,
            labels: {
                step: 1
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	    },
	    yAxis: {
            title: {
                text: 'Second vs First Delta (in seconds)'
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	    legend: {
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			enabled: false
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		credits: {
			enabled: false
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        exporting: {
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	    plotOptions: {
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	Highcharts.chart('containerTop10USAFemaleFinishers', {
	    chart: {
	        type: 'bar'
	    },
	    title: {
	        text: 'Top 10 US Finishers - Female'
	    },
	    xAxis: {
	        categories: ['Hasay, Jordan (USA): 2:23:00', 'Linden, Desiree (USA): 2:25:06', 'Flanagan, Lindsey (USA): 2:34:44', 'Herrick, Danna (USA): 2:34:53', 'Atkins, Esther (USA): 2:36:11', 'McMahan, Dot (USA): 2:36:28', 'McWalters, Teresa (USA): 2:36:30', 'Groner, Roberta (USA): 2:36:33', 'Dimoff, Carrie (USA): 2:37:30', 'Costello, Liz (USA): 2:38:21', ],
            reversed: true,
            labels: {
                step: 1
            }
	    },
	    yAxis: {
            title: {
                text: 'Second vs First Delta (in seconds)'
            }
	    },
	    legend: {
	        reversed: true,
			enabled: false
	    },
		credits: {
			enabled: false
		},
        exporting: {
            enabled: false
        },
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                    'Second vs First Half Delta: ' + this.point.y + ' seconds';
            }
        },
	    series: [{
	        name: 'Negative Split',
	        data: [-126, 0, 282, -147, 55, 156, 28, 15, -56, 279, ]
	    }]
	});

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49℉ to 75℉

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9 to 26 mph

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23% to 78%

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icon_border_radius=”5%” animation_delay=”0″][cmsms_counter value=”26411″ icon_type=”icon” icon=”cmsms-icon-group”]Finishers: Overall[/cmsms_counter][cmsms_counter value=”14438″ icon_type=”icon” icon=”cmsms-icon-user-male”]Finishers: Male[/cmsms_counter][cmsms_counter value=”11973″ icon_type=”icon” icon=”cmsms-icon-user-female”]Finishers: Female[/cmsms_counter][cmsms_counter value=”83″ icon_type=”icon” icon=”cmsms-icon-male”]Oldest Male[/cmsms_counter][cmsms_counter value=”84″ icon_type=”icon” icon=”cmsms-icon-female”]Oldest Female[/cmsms_counter][/cmsms_counters][cmsms_counters type=”horizontal” count=”4″ icon_size=”30″ icon_space=”60″ icon_border_width=”0″ icon_border_radius=”5%” animation_delay=”0″][cmsms_counter value=”20176″ icon_type=”icon” icon=”cmsms-icon-flag”]# Runners from USA[/cmsms_counter][cmsms_counter value=”1912″ icon_type=”icon” icon=”cmsms-icon-flag-empty”]# Runners from CAN[/cmsms_counter][cmsms_counter value=”28.4″ icon_type=”icon” icon=”cmsms-icon-flag-checkered”]Runners Mean Age ETH[/cmsms_counter][cmsms_counter value=”29.8″ icon_type=”icon” icon=”cmsms-icon-flag-checkered”]Runners Mean Age KEN[/cmsms_counter][/cmsms_counters][/cmsms_column][/cmsms_row][cmsms_row data_width=”boxed” data_color=”default” data_bg_color=”#313f55″ data_padding_top=”10″ data_padding_bottom=”10″][cmsms_column data_width=”1/1″][cmsms_html]PGRpdiBpZD0iY29udGFpbmVyQnViYmxlIiBzdHlsZT0id2lkdGg6IDEwMDBweDsgaGVpZ2h0OiA4MDBweDsgbWFyZ2luOiAwIGF1dG8iPjwvZGl2Pgo8ZGl2IGlkPSJjb250YWluZXJCdWJibGVTdGF0ZXMiIHN0eWxlPSJ3aWR0aDogMTAwMHB4OyBoZWlnaHQ6IDgwMHB4OyBtYXJnaW46IDAgYXV0byI+PC9kaXY+Cgo=[/cmsms_html][/cmsms_column][/cmsms_row][cmsms_row data_width=”boxed” data_color=”default” data_padding_top=”10″ data_padding_bottom=”10″][cmsms_column data_width=”1/1″][cmsms_image align=”center” animation_delay=”0″]18697|http://weartested.org/wp-content/uploads/2017/05/USA-Flag-60.png|full[/cmsms_image][/cmsms_column][/cmsms_row][cmsms_row data_width=”boxed” data_color=”default” data_bg_color=”#313f55″ data_padding_top=”10″ data_padding_bottom=”10″][cmsms_column data_width=”1/1″][cmsms_html]PGRpdiBpZD0iY29udGFpbmVyVG9wMTBVU0FNYWxlRmluaXNoZXJzIiBzdHlsZT0id2lkdGg6IDEwMDBweDsgaGVpZ2h0OiAzMDBweDsgbWFyZ2luOiAwIGF1dG8iPjwvZGl2Pgo8ZGl2IGlkPSJjb250YWluZXJUb3AxMFVTQUZlbWFsZUZpbmlzaGVycyIgc3R5bGU9IndpZHRoOiAxMDAwcHg7IGhlaWdodDogMzAwcHg7IG1hcmdpbjogMCBhdXRvIj48L2Rpdj4KCg==[/cmsms_html][/cmsms_column][/cmsms_row][cmsms_row data_padding_bottom=”5″ data_padding_top=”5″ data_color=”default” data_width=”boxed”][cmsms_column data_width=”1/3″][cmsms_image align=”center” link=”http://weartested.org/altra.php” target=”true” animation_delay=”0″]18679|http://weartested.org/wp-content/uploads/2017/05/altra-escalante-boston.jpg|full[/cmsms_image][/cmsms_column][cmsms_column data_width=”1/3″][cmsms_html]PHNjcmlwdCBzcmM9Imh0dHA6Ly9jb2RlLmhpZ2hjaGFydHMuY29tL2hpZ2hjaGFydHMuanMiPjwvc2NyaXB0Pgo8c2NyaXB0IHNyYz0iaHR0cDovL2NvZGUuaGlnaGNoYXJ0cy5jb20vaGlnaGNoYXJ0cy1tb3JlLmpzIj48L3NjcmlwdD4KPHNjcmlwdCBzcmM9Imh0dHA6Ly9jb2RlLmhpZ2hjaGFydHMuY29tL2hpZ2hjaGFydHMtM2QuanMiPjwvc2NyaXB0Pgo8Y2VudGVyPjxpbWcgc3JjPSJodHRwOi8vd2VhcnRlc3RlZC5vcmcvd3AtY29udGVudC91cGxvYWRzLzIwMTcvMDUvd3Rnci1sb2dvLTYwLnBuZyIgYm9yZGVyPSIwIj48L2NlbnRlcj4KPHNjcmlwdCBzcmM9Imh0dHA6Ly9jb2RlLmhpZ2hjaGFydHMuY29tL21vZHVsZXMvaGVhdG1hcC5qcyI+PC9zY3JpcHQ+CjxzY3JpcHQgc3JjPSJodHRwOi8vY29kZS5oaWdoY2hhcnRzLmNvbS9tb2R1bGVzL2V4cG9ydGluZy5qcyI+PC9zY3JpcHQ+CjxzY3JpcHQgc3JjPSJodHRwOi8vd2VhcnRlc3RlZC5vcmcvaGlnaHNvZnQvY2hhcnRzL2pzL3RoZW1lcy9kYXJrLXJvYm90by1jb25kZW5zZWQuanMiPjwvc2NyaXB0Pgo=[/cmsms_html][/cmsms_column][cmsms_column data_width=”1/3″][cmsms_image align=”center” link=”http://weartested.org/shopnewbalance.php” target=”true” animation_delay=”0″]18689|http://weartested.org/wp-content/uploads/2017/05/newbalance-boston.jpg|full[/cmsms_image][/cmsms_column][/cmsms_row][cmsms_row data_padding_bottom=”10″ data_padding_top=”10″ data_bg_color=”#313f55″ data_color=”default” data_width=”boxed”][cmsms_column data_width=”1/1″][cmsms_heading type=”h1″ font_family=”Roboto+Condensed:400,400italic,700,700italic” font_size=”48″ font_weight=”normal” font_style=”normal” icon=”cmsms-icon-chart-bar” text_align=”center” margin_top=”10″ margin_bottom=”10″ animation_delay=”0″ classes=”white_hdr”]Advanced Analytics[/cmsms_heading][/cmsms_column][/cmsms_row][cmsms_row data_width=”boxed” data_color=”default” data_padding_top=”10″ data_padding_bottom=”10″][cmsms_column data_width=”1/1″][cmsms_text animation_delay=”0″]

Box Plot of the top finishes from the top dozen or so countries. Notice the tight finishing by the group of Ethopian and Kenyan runners for both males and females.

[/cmsms_text][/cmsms_column][/cmsms_row][cmsms_row data_width=”boxed” data_color=”default” data_padding_top=”10″ data_padding_bottom=”10″][cmsms_column data_width=”1/1″][cmsms_text animation_delay=”0″]

Box Plot of the ages from the top dozen or so countries. Notice the tight and young age group of Ethopian and Kenyan runners for both males and females.

Box Plot variation of Finish Times by Age (combined gender). Notice the similar curve from young to old for both average versus elite runners.

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For a few of the larger State entries (Massachusetts, California, New York, Texas) with over 1,000 finishers, a quick look at which Cities some of the USA runners are from.

[/cmsms_text][/cmsms_column][/cmsms_row]