2b:null 2c:["$","title",null,{"children":"Bubble Plot - v24 | Ryan Shackleton | Observable"}] 31:T10b2,chart = { /** CONSTANTS */ //const sortProp = 'year'; //const valueProp = 'deaths'; //const deathsDivisor = 100; // number of deaths a bubble represents const forceHourGlassChart = { velocityDecay: 0.3, x: 1.5, y: 0.04, repulse: -1.5, } const forceMostlyCircles = { velocityDecay: 0.3, x: 0.2, y: 0.2, repulse: -5, }; const layout = { width: 1000, height: 800, margin: 100, yAxisStart: 700, labelYOffset: -10, } const bubble = { radius: 5, color: (prop) => { const scale = d3.scaleOrdinal(d3.schemeCategory20c); return d => scale(d[prop]); }, }; const force = { velocityDecay: 0.3, x: xStrength, y: yStrength, repulse: repulsStrength, }; /** SCALES */ const minD = d3.min(data, d => (d[sortProp])); const maxD = d3.max(data, d => (d[sortProp])); const xScale = d3.scaleBand() .domain(_.toArray(_.keys(totalsBySortProp))) .range([layout.margin, layout.width - layout.margin]) .paddingInner([0.5]) .paddingOuter([0.9]) .align([0.5]); const xCenterTargets = datum => (xScale(datum[sortProp])); const minValue = _.min(_.toArray(totalsBySortProp)); const maxValue = _.max(_.toArray(totalsBySortProp)); const yScale = d3.scaleLinear() .domain([minValue, maxValue]) .range([layout.margin, layout.yAxisStart]); const yCenterTargets = datum => (yScale.domain([0, totalsBySortProp[datum[sortProp]]])(datum[valueProp])); /** NODES */ let id = 0; // nodes must have unique id's const nodes = dataByDivisor.map(datum => ({ id: id++, ...datum, x: xCenterTargets(datum), y: layout.height * 0.5 * Math.random(), })); const simulation = d3.forceSimulation(nodes) .velocityDecay(force.velocityDecay) .force('y-align', d3.forceY().strength(force.y).y(layout.height*0.5)) .force('x-align', d3.forceX().strength(force.x).x(xCenterTargets)) .force('repulse', d3.forceManyBody().strength(force.repulse).distanceMin(bubble.radius)) .force('collision', d3.forceCollide(bubble.radius).iterations(2)) .on("tick", ticked); const svg = d3.select(DOM.svg(layout.width, layout.height)); const nodeWrapper = svg.append("g"); if (isGooey) { // gooey effect from: https://www.visualcinnamon.com/2015/05/gooey-effect.html const defs = svg.append("defs"); const filter = defs.append("filter").attr("id","gooeyCodeFilter"); filter.append("feGaussianBlur") .attr("in","SourceGraphic") .attr("stdDeviation","10") //to fix safari: http://stackoverflow.com/questions/24295043/svg-gaussian-blur-in-safari-unexpectedly-lightens-image .attr("color-interpolation-filters","sRGB") .attr("result","blur"); filter.append("feColorMatrix") .attr("in","blur") .attr("mode","matrix") .attr("values","1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 18 -7") .attr("result","gooey"); /*filter.append("feBlend") .attr("in","SourceGraphic") .attr("in2","gooey") */ /*filter.append("feComposite") //feBlend .attr("in","SourceGraphic") .attr("in2","gooey") .attr("operator","atop"); */ nodeWrapper.style("filter", "url(#gooeyCodeFilter)") } else { nodeWrapper .attr("stroke", "black") .attr("stroke-width", 0.5); } const node = nodeWrapper .selectAll("circle") .data(nodes) .enter().append("circle") .attr("r", bubble.radius) .attr("fill", bubble.color(colorProp)) .call(drag(simulation)); /** for tooltip */ node.append("title") .text(d => d.age_name); /** NODE LABELS */ const labelPosition = labelPositions(nodes, sortProp); const nSortValues = labelPosition.length; const labels = svg.selectAll('.propLabel') .data(labelPosition) .enter() .append('g') .classed('propLabel', true) .attr('fill', nSortValues < 21 ? bubble.color(colorProp) : 'black') .attr('transform', d => (`translate(${d.x}, ${d.y})`)) .attr("stroke", "black") .attr("stroke-width", 0.5) .attr('text-anchor', 'middle') .attr('alignment-baseline', 'baseline'); labels .append('text') .text(d => (d[sortProp])); function ticked() { node .attr("cx", d => d.x) .attr("cy", d => d.y); labels .data(labelPositions(nodes, sortProp)) .attr('transform', d => (`translate(${d.x}, ${d.y + layout.labelYOffset })`)); } return svg.node(); }32:Ta293,data = (await d3.csvParse(`sex_id,sex_name,age_id,age_name,year,deaths,deaths_upper,deaths_lower,age_id_ascending 1,Male,9,20 to 24,1991,188.3427831,253.3465027,160.2384813,9 2,Female,9,20 to 24,1991,53.53851935,74.29002436,45.92865419,9 1,Male,10,25 to 29,1991,403.3905929,505.2982566,343.2686371,10 2,Female,10,25 to 29,1991,104.9232634,144.2258138,91.07642932,10 1,Male,11,30 to 34,1991,603.4933723,723.2052685,458.7234006,11 2,Female,11,30 to 34,1991,145.7687925,195.0286441,126.168886,11 1,Male,12,35 to 39,1991,635.079902,728.8786227,458.5357079,12 2,Female,12,35 to 39,1991,153.4534472,203.39914,130.4329204,12 1,Male,13,40 to 44,1991,453.7137433,529.3914852,352.6251182,13 2,Female,13,40 to 44,1991,117.3014312,163.2658732,100.0500764,13 1,Male,14,45 to 49,1991,204.1476537,257.440311,172.9949286,14 2,Female,14,45 to 49,1991,67.798181,97.82888071,58.1221307,14 1,Male,15,50 to 54,1991,97.01822205,129.8201424,82.69932581,15 2,Female,15,50 to 54,1991,38.23869952,59.90022021,32.50596434,15 1,Male,16,55 to 59,1991,56.98201727,78.32748935,48.79809313,16 2,Female,16,55 to 59,1991,28.9986604,43.74643552,24.49680394,16 1,Male,17,60 to 64,1991,40.29438916,57.99749559,34.64715711,17 2,Female,17,60 to 64,1991,26.26322787,38.70387336,22.59451704,17 1,Male,18,65 to 69,1991,33.3626257,46.59884667,28.56630034,18 2,Female,18,65 to 69,1991,24.27034693,35.46469937,20.91681481,18 1,Male,26,70+ years,1991,36.78447688,54.67710053,26.76998447,26 2,Female,26,70+ years,1991,31.29919443,55.32839164,26.8854982,26 1,Male,158,<20 years,1991,44.62066093,62.98341279,37.76103123,0 2,Female,158,<20 years,1991,17.82691576,24.50363828,15.45819789,0 1,Male,9,20 to 24,1990,178.4692887,244.5095695,151.6904689,9 2,Female,9,20 to 24,1990,53.70853509,74.50698817,46.03164921,9 1,Male,10,25 to 29,1990,399.6867593,502.9221756,337.3252728,10 2,Female,10,25 to 29,1990,108.7044995,150.3067154,93.67390132,10 1,Male,11,30 to 34,1990,574.4651166,692.0915248,440.2981577,11 2,Female,11,30 to 34,1990,140.8626986,191.454466,122.2567385,11 1,Male,12,35 to 39,1990,578.0306894,670.5980208,427.2372938,12 2,Female,12,35 to 39,1990,137.2363309,184.6559422,115.9396584,12 1,Male,13,40 to 44,1990,381.0664697,465.4426613,314.7941853,13 2,Female,13,40 to 44,1990,102.0556169,146.8151731,87.50938012,13 1,Male,14,45 to 49,1990,171.0279508,228.1711205,145.3495263,14 2,Female,14,45 to 49,1990,59.95903993,87.75323543,50.95401813,14 1,Male,15,50 to 54,1990,84.11716186,116.7814304,71.77201445,15 2,Female,15,50 to 54,1990,35.89501493,56.79195714,30.31036161,15 1,Male,16,55 to 59,1990,53.08560588,75.25358806,45.09942315,16 2,Female,16,55 to 59,1990,28.56152194,43.16025813,24.28339061,16 1,Male,17,60 to 64,1990,38.29171981,55.07440222,32.6117669,17 2,Female,17,60 to 64,1990,26.03909869,38.51042754,22.20973091,17 1,Male,18,65 to 69,1990,32.5754682,45.73120343,27.94510938,18 2,Female,18,65 to 69,1990,23.60391645,34.26760016,20.44241678,18 1,Male,26,70+ years,1990,33.98470572,50.66068381,24.45035562,26 2,Female,26,70+ years,1990,29.01796189,52.03306609,24.88133378,26 1,Male,158,<20 years,1990,43.26163119,60.86514522,36.64278428,0 2,Female,158,<20 years,1990,18.81253757,25.77053656,16.33243424,0 1,Male,9,20 to 24,1993,212.4680905,274.975982,181.9631131,9 2,Female,9,20 to 24,1993,55.80458542,74.73803934,48.4453647,9 1,Male,10,25 to 29,1993,417.5575703,521.6807966,350.7452425,10 2,Female,10,25 to 29,1993,107.111739,141.4922333,93.58868945,10 1,Male,11,30 to 34,1993,670.2070244,781.5659471,485.4789523,11 2,Female,11,30 to 34,1993,164.0537367,210.255014,141.3287756,11 1,Male,12,35 to 39,1993,789.0466988,894.0756699,521.1567901,12 2,Female,12,35 to 39,1993,193.8870299,237.2504168,156.7467634,12 1,Male,13,40 to 44,1993,631.6401309,723.7041961,423.0667748,13 2,Female,13,40 to 44,1993,155.2801909,204.0535187,133.5292843,13 1,Male,14,45 to 49,1993,323.8133721,377.3968798,238.9882452,14 2,Female,14,45 to 49,1993,93.77092402,128.5657518,80.53395657,14 1,Male,15,50 to 54,1993,140.8505598,174.4130152,114.8081542,15 2,Female,15,50 to 54,1993,49.39848706,73.12979638,41.99894938,15 1,Male,16,55 to 59,1993,70.88482083,93.15392999,60.04902702,16 2,Female,16,55 to 59,1993,32.06993681,47.79039539,27.295901,16 1,Male,17,60 to 64,1993,45.69135618,63.36670395,38.2468328,17 2,Female,17,60 to 64,1993,26.03047791,38.82515345,22.39783842,17 1,Male,18,65 to 69,1993,35.76887327,50.55351575,30.62760264,18 2,Female,18,65 to 69,1993,24.84065286,37.31691891,21.21813549,18 1,Male,26,70+ years,1993,43.06951911,64.49459561,31.17189696,26 2,Female,26,70+ years,1993,37.35943301,62.77432382,32.17516461,26 1,Male,158,<20 years,1993,51.77164399,71.48090198,44.038557,0 2,Female,158,<20 years,1993,19.68017129,26.3074768,17.27039454,0 1,Male,9,20 to 24,1996,261.6240038,323.1124185,221.3947535,9 2,Female,9,20 to 24,1996,63.58575629,80.58222735,55.84283087,9 1,Male,10,25 to 29,1996,459.6116747,546.9042657,368.4312128,10 2,Female,10,25 to 29,1996,119.5592883,148.9834217,105.0202253,10 1,Male,11,30 to 34,1996,691.6901131,784.9307651,479.2432607,11 2,Female,11,30 to 34,1996,180.0470739,219.0934986,148.3673127,11 1,Male,12,35 to 39,1996,928.9035485,1040.767202,579.375144,12 2,Female,12,35 to 39,1996,253.3779597,295.5784929,190.4083817,12 1,Male,13,40 to 44,1996,896.8622283,1013.373583,527.0342289,13 2,Female,13,40 to 44,1996,237.4837932,285.897485,182.9831338,13 1,Male,14,45 to 49,1996,565.5470213,649.5037287,351.7705693,14 2,Female,14,45 to 49,1996,157.717235,197.6042432,132.1329672,14 1,Male,15,50 to 54,1996,228.2624,265.5929519,155.1065705,15 2,Female,15,50 to 54,1996,77.83774163,104.9113725,66.83861581,15 1,Male,16,55 to 59,1996,101.4989824,125.3654764,78.60392486,16 2,Female,16,55 to 59,1996,43.99645195,60.23863192,37.85720853,16 1,Male,17,60 to 64,1996,55.14061624,71.20308185,43.39339646,17 2,Female,17,60 to 64,1996,30.81743176,43.84988761,26.7046101,17 1,Male,18,65 to 69,1996,41.99492078,56.77595653,34.86581884,18 2,Female,18,65 to 69,1996,28.22973869,40.82353803,24.03524724,18 1,Male,26,70+ years,1996,55.43349193,80.00720701,38.70936892,26 2,Female,26,70+ years,1996,49.18126355,75.89175464,39.83445976,26 1,Male,158,<20 years,1996,81.56784593,104.0009856,70.45341882,0 2,Female,158,<20 years,1996,27.34763985,34.01880895,24.23916486,0 1,Male,9,20 to 24,1992,199.2322619,262.7237982,169.2358833,9 2,Female,9,20 to 24,1992,55.00549744,74.98705024,47.34788342,9 1,Male,10,25 to 29,1992,407.9183405,509.4751229,345.5674551,10 2,Female,10,25 to 29,1992,105.1090095,142.7251102,91.36390939,10 1,Male,11,30 to 34,1992,635.3038275,752.5630695,469.9245206,11 2,Female,11,30 to 34,1992,153.6981949,201.5245571,133.4744208,11 1,Male,12,35 to 39,1992,712.6772509,808.2500705,493.2970463,12 2,Female,12,35 to 39,1992,171.1779859,219.6034755,143.725003,12 1,Male,13,40 to 44,1992,538.0116074,620.2288597,383.4953671,13 2,Female,13,40 to 44,1992,132.0350662,178.9037054,113.6290679,13 1,Male,14,45 to 49,1992,258.9367636,310.5885772,205.8868226,14 2,Female,14,45 to 49,1992,78.97000969,111.7641591,67.68978403,14 1,Male,15,50 to 54,1992,116.482316,149.1707434,99.17883944,15 2,Female,15,50 to 54,1992,42.50026111,65.02146284,36.01384118,15 1,Male,16,55 to 59,1992,63.03312425,84.81824539,53.80358237,16 2,Female,16,55 to 59,1992,29.79653768,44.76856693,25.23645722,16 1,Male,17,60 to 64,1992,42.92936314,60.74552715,36.63970713,17 2,Female,17,60 to 64,1992,25.69918701,38.41696239,22.10029508,17 1,Male,18,65 to 69,1992,34.71053811,48.39980181,29.37725974,18 2,Female,18,65 to 69,1992,24.35743302,36.03462391,20.86616849,18 1,Male,26,70+ years,1992,39.67998824,59.24066029,28.79343271,26 2,Female,26,70+ years,1992,33.90157398,58.44651343,29.19684438,26 1,Male,158,<20 years,1992,46.60724461,66.03741343,39.44145364,0 2,Female,158,<20 years,1992,18.89687634,25.47291896,16.54396073,0 1,Male,9,20 to 24,1995,244.7546547,307.5137736,211.4590662,9 2,Female,9,20 to 24,1995,60.31121936,77.50784801,52.9583899,9 1,Male,10,25 to 29,1995,443.7825787,539.0075424,373.8303252,10 2,Female,10,25 to 29,1995,110.3412198,141.4610221,97.0467392,10 1,Male,11,30 to 34,1995,691.160472,785.1132745,489.1462774,11 2,Female,11,30 to 34,1995,173.6086532,214.873451,147.6649368,11 1,Male,12,35 to 39,1995,886.6331496,996.0511667,564.3744003,12 2,Female,12,35 to 39,1995,233.0035924,275.4670393,176.6266503,12 1,Male,13,40 to 44,1995,813.8274322,921.1924355,493.8683815,13 2,Female,13,40 to 44,1995,205.6211946,254.4098833,166.0638955,13 1,Male,14,45 to 49,1995,478.7723665,547.2757278,313.5286145,14 2,Female,14,45 to 49,1995,132.4116723,172.6279468,112.6573425,14 1,Male,15,50 to 54,1995,195.846735,228.9349505,144.0171021,15 2,Female,15,50 to 54,1995,66.86039942,93.22271277,57.34336686,15 1,Male,16,55 to 59,1995,90.15944434,112.8093859,72.68284889,16 2,Female,16,55 to 59,1995,38.43665179,54.7152901,32.97564633,16 1,Male,17,60 to 64,1995,51.5930181,68.53279379,41.62044135,17 2,Female,17,60 to 64,1995,28.43269294,41.61878653,24.46471805,17 1,Male,18,65 to 69,1995,39.50221347,54.43163958,33.30889529,18 2,Female,18,65 to 69,1995,27.00999268,39.8834214,23.07516904,18 1,Male,26,70+ years,1995,50.97243673,74.67695119,36.67809085,26 2,Female,26,70+ years,1995,44.29430733,71.1000362,37.65842243,26 1,Male,158,<20 years,1995,69.8165433,92.48499739,59.95763712,0 2,Female,158,<20 years,1995,23.91618039,30.94149702,21.11247213,0 1,Male,9,20 to 24,1994,226.7672645,289.8207454,194.1475022,9 2,Female,9,20 to 24,1994,58.87556707,77.10380596,51.60652985,9 1,Male,10,25 to 29,1994,429.1886634,527.2286075,360.9567014,10 2,Female,10,25 to 29,1994,108.4042018,140.9359558,94.40816645,10 1,Male,11,30 to 34,1994,689.0892307,791.2337076,495.2289879,11 2,Female,11,30 to 34,1994,170.5960831,215.1734207,146.9047703,11 1,Male,12,35 to 39,1994,836.333369,944.8300763,538.9051281,12 2,Female,12,35 to 39,1994,212.8462157,255.6725507,168.5154727,12 1,Male,13,40 to 44,1994,721.1058288,821.3743265,457.0835363,13 2,Female,13,40 to 44,1994,178.2146276,226.207779,150.0188041,13 1,Male,14,45 to 49,1994,393.9622911,452.0087007,274.0772429,14 2,Female,14,45 to 49,1994,111.4129661,149.1305001,96.10034281,14 1,Male,15,50 to 54,1994,165.7633396,203.5076527,129.4890601,15 2,Female,15,50 to 54,1994,57.91244983,83.07536436,49.60419002,15 1,Male,16,55 to 59,1994,79.63337666,102.8236596,66.67302123,16 2,Female,16,55 to 59,1994,34.83203929,51.05363998,29.68037438,16 1,Male,17,60 to 64,1994,48.37751825,65.86271306,39.82874664,17 2,Female,17,60 to 64,1994,27.35603552,40.23159377,23.5807044,17 1,Male,18,65 to 69,1994,37.6665778,52.65070301,32.05961553,18 2,Female,18,65 to 69,1994,25.56630877,38.6200529,21.88958611,18 1,Male,26,70+ years,1994,46.98222779,69.60428785,33.83291208,26 2,Female,26,70+ years,1994,40.46678939,67.09489909,34.65110932,26 1,Male,158,<20 years,1994,58.97751903,79.74183748,50.24057973,0 2,Female,158,<20 years,1994,21.34439628,28.24694095,18.80956764,0 1,Male,9,20 to 24,1997,292.1744801,350.5915912,238.3306881,9 2,Female,9,20 to 24,1997,69.8266082,85.71620291,61.23620003,9 1,Male,10,25 to 29,1997,486.332798,573.7343376,376.4421229,10 2,Female,10,25 to 29,1997,127.0291912,154.8351637,109.0839164,10 1,Male,11,30 to 34,1997,706.0990728,799.9110326,481.5406198,11 2,Female,11,30 to 34,1997,188.215481,222.4433858,149.101485,11 1,Male,12,35 to 39,1997,977.8023261,1091.483195,591.6923386,12 2,Female,12,35 to 39,1997,276.60525,316.5142811,200.2196453,12 1,Male,13,40 to 44,1997,993.7286023,1125.082028,556.5681982,13 2,Female,13,40 to 44,1997,272.7214025,318.2890098,200.7726416,13 1,Male,14,45 to 49,1997,646.6539191,737.9402454,376.222787,14 2,Female,14,45 to 49,1997,182.349463,222.2449536,149.4474613,14 1,Male,15,50 to 54,1997,269.7622736,308.9926668,174.0515904,15 2,Female,15,50 to 54,1997,93.70805385,122.5270763,79.24913223,15 1,Male,16,55 to 59,1997,116.4866649,140.9405908,86.57536488,16 2,Female,16,55 to 59,1997,50.70513556,66.76479258,43.46566467,16 1,Male,17,60 to 64,1997,59.38461946,75.40105253,45.00034101,17 2,Female,17,60 to 64,1997,33.65372771,46.32297116,29.27526069,17 1,Male,18,65 to 69,1997,43.14867421,57.34376128,35.05731221,18 2,Female,18,65 to 69,1997,29.58681044,41.77321821,25.08284757,18 1,Male,26,70+ years,1997,58.85101431,84.608275,41.08022361,26 2,Female,26,70+ years,1997,53.63696254,79.4394679,41.92215642,26 1,Male,158,<20 years,1997,98.60075079,121.0076918,82.85061961,0 2,Female,158,<20 years,1997,30.89028121,37.30407587,27.12519979,0 1,Male,9,20 to 24,1999,388.7534668,453.4209181,277.521512,9 2,Female,9,20 to 24,1999,92.14109346,105.8307179,75.86974057,9 1,Male,10,25 to 29,1999,551.1789459,635.4273401,382.3851128,10 2,Female,10,25 to 29,1999,143.8747319,168.7117922,115.4506241,10 1,Male,11,30 to 34,1999,698.7449386,783.754529,443.7385907,11 2,Female,11,30 to 34,1999,205.9611253,235.9205799,151.9964957,11 1,Male,12,35 to 39,1999,997.5074066,1105.133833,573.9394293,12 2,Female,12,35 to 39,1999,329.1393215,369.9088912,216.5175884,12 1,Male,13,40 to 44,1999,1109.233584,1251.586237,579.8001765,13 2,Female,13,40 to 44,1999,361.5830237,407.234197,242.5107666,13 1,Male,14,45 to 49,1999,809.9666351,925.2298403,405.1032701,14 2,Female,14,45 to 49,1999,265.8836622,307.4361607,190.2585701,14 1,Male,15,50 to 54,1999,372.075989,424.6770764,207.8291085,15 2,Female,15,50 to 54,1999,147.8254747,173.6696656,111.8134552,15 1,Male,16,55 to 59,1999,158.7886717,183.2068219,105.9102229,16 2,Female,16,55 to 59,1999,78.43282203,92.32393929,60.35131547,16 1,Male,17,60 to 64,1999,75.5641642,90.2875642,52.42617564,17 2,Female,17,60 to 64,1999,45.84772722,55.56858538,37.07060189,17 1,Male,18,65 to 69,1999,50.53989215,63.45406975,37.54455901,18 2,Female,18,65 to 69,1999,36.77006948,44.80103064,28.1784629,18 1,Male,26,70+ years,1999,78.57819055,98.53744232,47.78452326,26 2,Female,26,70+ years,1999,75.31234391,91.57484782,48.90424396,26 1,Male,158,<20 years,1999,134.8094449,156.6888044,97.12531993,0 2,Female,158,<20 years,1999,40.94036604,46.56690419,32.80136139,0 1,Male,9,20 to 24,2001,539.01271,623.148319,327.5075383,9 2,Female,9,20 to 24,2001,129.9497403,145.2645126,94.8661686,9 1,Male,10,25 to 29,2001,650.5343276,740.6433222,397.9732246,10 2,Female,10,25 to 29,2001,178.8881577,201.2930533,130.5332936,10 1,Male,11,30 to 34,2001,756.4275813,846.199606,459.8780113,11 2,Female,11,30 to 34,2001,249.9762389,279.9858077,167.6459927,11 1,Male,12,35 to 39,2001,1030.369273,1142.614116,567.4453895,12 2,Female,12,35 to 39,2001,390.0762316,436.6457164,227.884026,12 1,Male,13,40 to 44,2001,1222.193121,1378.856623,602.6138368,13 2,Female,13,40 to 44,2001,476.6943348,537.209209,276.5986599,13 1,Male,14,45 to 49,2001,992.6315046,1133.031306,450.4107234,14 2,Female,14,45 to 49,2001,390.2809972,444.6899807,230.8618556,14 1,Male,15,50 to 54,2001,508.2485773,575.6191136,242.1033786,15 2,Female,15,50 to 54,2001,230.608964,263.1588625,146.0555408,15 1,Male,16,55 to 59,2001,214.2221167,245.1549301,127.9228891,16 2,Female,16,55 to 59,2001,117.4954384,134.9494035,80.75201711,16 1,Male,17,60 to 64,2001,94.60107525,108.7674428,61.28883723,17 2,Female,17,60 to 64,2001,62.95044843,71.73065274,45.87085343,17 1,Male,18,65 to 69,2001,58.16748779,69.52414414,40.44351467,18 2,Female,18,65 to 69,2001,44.95425899,51.12285892,31.62599305,18 1,Male,26,70+ years,2001,94.62430104,108.5070527,54.99371869,26 2,Female,26,70+ years,2001,93.26509755,104.8017275,54.65334999,26 1,Male,158,<20 years,2001,186.3538182,214.9673277,114.8259624,0 2,Female,158,<20 years,2001,54.83484514,61.63345279,39.18771853,0 1,Male,9,20 to 24,2000,458.1995827,530.1658735,303.6370812,9 2,Female,9,20 to 24,2000,109.5144312,123.9543351,85.27873086,9 1,Male,10,25 to 29,2000,595.8154116,679.0784402,390.3330171,10 2,Female,10,25 to 29,2000,157.7141992,180.3675198,122.2409454,10 1,Male,11,30 to 34,2000,717.1431707,802.8614734,447.9140396,11 2,Female,11,30 to 34,2000,223.2190922,250.896798,158.3338009,11 1,Male,12,35 to 39,2000,1009.271899,1117.641808,570.5068836,12 2,Female,12,35 to 39,2000,356.6615312,399.9219943,226.0390148,12 1,Male,13,40 to 44,2000,1161.725186,1303.911307,594.750632,13 2,Female,13,40 to 44,2000,413.9499683,464.0976272,259.1873278,13 1,Male,14,45 to 49,2000,893.161891,1020.243773,425.6563333,14 2,Female,14,45 to 49,2000,320.9115597,367.1103948,211.4275296,14 1,Male,15,50 to 54,2000,434.2476014,493.0271414,227.1024072,15 2,Female,15,50 to 54,2000,185.0733812,212.7304338,129.1063105,15 1,Male,16,55 to 59,2000,179.3344695,205.6242376,115.4724549,16 2,Female,16,55 to 59,2000,96.14790965,111.267302,70.21645299,16 1,Male,17,60 to 64,2000,82.62817822,96.80676883,56.04577257,17 2,Female,17,60 to 64,2000,53.58977385,62.08995516,41.26035832,17 1,Male,18,65 to 69,2000,53.2431842,65.67259897,38.25624485,18 2,Female,18,65 to 69,2000,40.51173085,47.59424424,29.77094551,18 1,Male,26,70+ years,2000,86.37301433,102.8080463,51.26227689,26 2,Female,26,70+ years,2000,84.39479335,95.96040187,52.04461525,26 1,Male,158,<20 years,2000,159.6118333,183.5376128,106.6225104,0 2,Female,158,<20 years,2000,47.70736144,54.02418487,36.10146464,0 1,Male,9,20 to 24,1998,336.8395935,396.8385498,256.7123854,9 2,Female,9,20 to 24,1998,77.67227811,92.96204167,67.0403748,9 1,Male,10,25 to 29,1998,513.7617984,599.184615,382.948566,10 2,Female,10,25 to 29,1998,131.572614,157.5458635,109.6236464,10 1,Male,11,30 to 34,1998,700.5375606,787.0147554,460.9263064,11 2,Female,11,30 to 34,1998,196.128352,228.6081707,149.3533186,11 1,Male,12,35 to 39,1998,995.1733347,1105.791538,586.8444163,12 2,Female,12,35 to 39,1998,303.468576,343.8182704,210.0612269,12 1,Male,13,40 to 44,1998,1068.475494,1201.31909,575.0952915,13 2,Female,13,40 to 44,1998,315.5364055,359.4178049,224.01292,13 1,Male,14,45 to 49,1998,730.3791374,836.9124742,399.8064556,14 2,Female,14,45 to 49,1998,217.372049,255.4127894,167.5803683,14 1,Male,15,50 to 54,1998,318.9547546,362.0934582,189.9500401,15 2,Female,15,50 to 54,1998,116.4840896,146.2447954,95.81696764,15 1,Male,16,55 to 59,1998,135.856536,160.9035462,96.45412329,16 2,Female,16,55 to 59,1998,61.27618265,77.40082669,52.60840049,16 1,Male,17,60 to 64,1998,66.90007803,82.15448405,48.66243073,17 2,Female,17,60 to 64,1998,38.43580805,50.22542772,32.77900077,17 1,Male,18,65 to 69,1998,45.8542883,59.92942993,36.03938852,18 2,Female,18,65 to 69,1998,31.84339949,42.69340923,26.28290436,18 1,Male,26,70+ years,1998,65.77859578,90.00034882,44.31092769,26 2,Female,26,70+ years,1998,60.83313405,85.59611533,45.13929428,26 1,Male,158,<20 years,1998,115.7896987,138.1776426,90.73913813,0 2,Female,158,<20 years,1998,35.53824984,41.52078402,30.22444863,0 1,Male,9,20 to 24,2006,989.0469847,1170.743119,456.1059395,9 2,Female,9,20 to 24,2006,256.480057,288.8077125,137.4885115,9 1,Male,10,25 to 29,2006,1174.802518,1357.300178,536.6404754,10 2,Female,10,25 to 29,2006,354.3081261,397.2381368,187.7108249,10 1,Male,11,30 to 34,2006,1012.638694,1149.556426,486.8661085,11 2,Female,11,30 to 34,2006,371.3534006,417.1695239,183.3673214,11 1,Male,12,35 to 39,2006,1190.398749,1333.203699,567.8235569,12 2,Female,12,35 to 39,2006,525.6099834,592.6797202,256.490078,12 1,Male,13,40 to 44,2006,1453.970568,1646.494844,639.5120462,13 2,Female,13,40 to 44,2006,727.218422,829.5953391,318.5243889,13 1,Male,14,45 to 49,2006,1510.589212,1736.203449,552.4183619,14 2,Female,14,45 to 49,2006,812.5937401,943.6707963,314.9770847,14 1,Male,15,50 to 54,2006,965.8203653,1115.62201,329.95311,15 2,Female,15,50 to 54,2006,565.3364405,654.3519586,227.5274267,15 1,Male,16,55 to 59,2006,526.8506443,615.8862182,208.0635883,16 2,Female,16,55 to 59,2006,323.5858621,374.6641573,157.2009945,16 1,Male,17,60 to 64,2006,203.171138,234.1421456,98.04430358,17 2,Female,17,60 to 64,2006,140.0390747,159.4627925,76.79958951,17 1,Male,18,65 to 69,2006,93.92559131,106.9029798,55.62415397,18 2,Female,18,65 to 69,2006,76.20433365,86.38981545,46.77738831,18 1,Male,26,70+ years,2006,125.7371079,140.788833,67.03306023,26 2,Female,26,70+ years,2006,126.6585134,141.6985243,67.28023402,26 1,Male,158,<20 years,2006,320.2648643,380.6231034,153.5122303,0 2,Female,158,<20 years,2006,92.54152033,104.8940659,54.43532377,0 1,Male,9,20 to 24,2004,818.4573073,956.5795848,405.2595206,9 2,Female,9,20 to 24,2004,208.7444014,233.049125,122.9571377,9 1,Male,10,25 to 29,2004,919.7087491,1050.363143,465.2259074,10 2,Female,10,25 to 29,2004,268.646022,299.5921539,162.2442843,10 1,Male,11,30 to 34,2004,903.1547657,1015.04222,490.6638318,11 2,Female,11,30 to 34,2004,325.7015241,363.0947507,179.855996,11 1,Male,12,35 to 39,2004,1098.942712,1229.531406,559.3229666,12 2,Female,12,35 to 39,2004,468.9117708,527.3843609,239.3177465,12 1,Male,13,40 to 44,2004,1397.463057,1579.520582,636.872665,13 2,Female,13,40 to 44,2004,663.1758919,756.8531479,311.4207784,13 1,Male,14,45 to 49,2004,1325.857216,1519.945278,523.3095916,14 2,Female,14,45 to 49,2004,651.5783501,754.2872795,286.777721,14 1,Male,15,50 to 54,2004,764.7995398,879.0281858,298.1583246,15 2,Female,15,50 to 54,2004,411.0626704,475.5049361,193.9148509,15 1,Male,16,55 to 59,2004,378.2502846,437.7432433,173.7208675,16 2,Female,16,55 to 59,2004,226.9780374,262.4179507,124.4975716,16 1,Male,17,60 to 64,2004,150.8889626,174.105818,82.1098357,17 2,Female,17,60 to 64,2004,105.9028534,120.1043853,64.57358661,17 1,Male,18,65 to 69,2004,77.15844352,88.68812305,48.50441711,18 2,Female,18,65 to 69,2004,62.52981264,70.32777507,39.7434616,18 1,Male,26,70+ years,2004,113.4547505,126.6153498,62.53910115,26 2,Female,26,70+ years,2004,115.1477955,128.4102794,61.94325622,26 1,Male,158,<20 years,2004,271.8108259,319.8136389,139.4032659,0 2,Female,158,<20 years,2004,81.52828916,92.66377264,49.52505187,0 1,Male,9,20 to 24,2007,1043.753269,1240.762263,469.9010034,9 2,Female,9,20 to 24,2007,276.0849796,311.7163584,142.7136311,9 1,Male,10,25 to 29,2007,1280.168481,1485.287635,562.6082426,10 2,Female,10,25 to 29,2007,393.2283243,442.1635771,199.2389061,10 1,Male,11,30 to 34,2007,1062.012976,1206.274305,493.9479827,11 2,Female,11,30 to 34,2007,395.1418782,444.6393454,185.6458458,11 1,Male,12,35 to 39,2007,1221.599803,1371.668918,569.6264468,12 2,Female,12,35 to 39,2007,548.8311221,619.7129039,261.6944187,12 1,Male,13,40 to 44,2007,1437.452884,1627.748534,631.434509,13 2,Female,13,40 to 44,2007,738.8075831,844.1129316,316.7013059,13 1,Male,14,45 to 49,2007,1555.892168,1786.483414,559.996722,14 2,Female,14,45 to 49,2007,875.4000708,1015.489417,325.893098,14 1,Male,15,50 to 54,2007,1051.375626,1216.418924,345.8584111,15 2,Female,15,50 to 54,2007,646.6622499,750.8257556,244.4466151,15 1,Male,16,55 to 59,2007,591.4075875,692.7255935,220.3222023,16 2,Female,16,55 to 59,2007,370.2665634,431.4374417,170.2241763,16 1,Male,17,60 to 64,2007,239.0121487,274.901924,108.9334873,17 2,Female,17,60 to 64,2007,166.0163948,189.2436236,86.34801196,17 1,Male,18,65 to 69,2007,106.2707379,120.4635698,59.1921825,18 2,Female,18,65 to 69,2007,85.05313621,96.36479104,51.5359471,18 1,Male,26,70+ years,2007,131.0994741,146.968693,69.30883993,26 2,Female,26,70+ years,2007,131.8380581,147.3819057,69.51448163,26 1,Male,158,<20 years,2007,335.6747879,401.6949279,159.5090742,0 2,Female,158,<20 years,2007,95.23819047,107.6923616,54.70752205,0 1,Male,9,20 to 24,2003,728.8764063,851.9186507,382.5110719,9 2,Female,9,20 to 24,2003,186.0393985,206.8783756,116.6647054,9 1,Male,10,25 to 29,2003,815.2015565,926.5852371,434.2109018,10 2,Female,10,25 to 29,2003,235.0675937,261.0774747,150.686274,10 1,Male,11,30 to 34,2003,860.9888994,962.5697215,489.0163356,11 2,Female,11,30 to 34,2003,304.5495096,338.8355033,178.5989703,11 1,Male,12,35 to 39,2003,1075.010425,1202.328432,561.1648461,12 2,Female,12,35 to 39,2003,446.8293729,504.9521284,235.2849799,12 1,Male,13,40 to 44,2003,1353.283313,1530.899569,627.264041,13 2,Female,13,40 to 44,2003,611.3650404,699.0845965,304.8600854,13 1,Male,14,45 to 49,2003,1223.841786,1403.287889,508.3366698,14 2,Female,14,45 to 49,2003,565.7733397,653.4063678,272.6963638,14 1,Male,15,50 to 54,2003,673.6045558,774.3589408,283.3223014,15 2,Female,15,50 to 54,2003,346.3196411,398.1568056,177.7054201,15 1,Male,16,55 to 59,2003,318.330034,365.9702222,157.8222908,16 2,Female,16,55 to 59,2003,186.7393568,215.087033,110.0010945,16 1,Male,17,60 to 64,2003,130.9693884,150.7694982,74.55370239,17 2,Female,17,60 to 64,2003,89.52859717,101.7731569,57.92889223,17 1,Male,18,65 to 69,2003,70.89370937,81.52549201,45.85476745,18 2,Female,18,65 to 69,2003,55.92646068,62.93073682,36.87478892,18 1,Male,26,70+ years,2003,107.2624903,121.0703806,60.38350808,26 2,Female,26,70+ years,2003,108.9988078,121.7922937,59.61997656,26 1,Male,158,<20 years,2003,242.415107,284.4391903,132.0327981,0 2,Female,158,<20 years,2003,73.12104388,83.11763787,46.17638252,0 1,Male,9,20 to 24,2008,1082.315935,1279.620121,475.3633627,9 2,Female,9,20 to 24,2008,288.8745857,326.6324598,146.6447216,9 1,Male,10,25 to 29,2008,1365.39389,1572.063069,576.4081649,10 2,Female,10,25 to 29,2008,423.4862386,477.6740642,207.9546994,10 1,Male,11,30 to 34,2008,1120.418365,1279.815864,510.2554396,11 2,Female,11,30 to 34,2008,421.2249129,476.398826,190.1778194,11 1,Male,12,35 to 39,2008,1240.867979,1391.682279,567.8383515,12 2,Female,12,35 to 39,2008,564.4054123,640.5560063,262.1887261,12 1,Male,13,40 to 44,2008,1417.408799,1604.917648,606.965787,13 2,Female,13,40 to 44,2008,748.1619982,854.3688295,314.1804004,13 1,Male,14,45 to 49,2008,1587.091423,1815.324822,564.2189542,14 2,Female,14,45 to 49,2008,928.0159198,1081.170578,327.4950978,14 1,Male,15,50 to 54,2008,1125.511053,1297.128629,359.8176446,15 2,Female,15,50 to 54,2008,718.5267151,838.7038892,257.673759,15 1,Male,16,55 to 59,2008,651.190672,764.6666907,229.9323766,16 2,Female,16,55 to 59,2008,414.5438187,485.6277533,178.5683953,16 1,Male,17,60 to 64,2008,274.7362562,316.7085588,117.6728009,17 2,Female,17,60 to 64,2008,189.9156957,217.8273801,95.38768606,17 1,Male,18,65 to 69,2008,118.9334133,135.4169203,63.50090454,18 2,Female,18,65 to 69,2008,96.22424495,109.2560401,55.73342764,18 1,Male,26,70+ years,2008,136.7707147,153.2899155,72.27332875,26 2,Female,26,70+ years,2008,137.2681854,153.8622737,71.90493527,26 1,Male,158,<20 years,2008,341.9232482,407.2088444,164.7104625,0 2,Female,158,<20 years,2008,94.43803392,107.0399281,54.64373801,0 1,Male,9,20 to 24,2010,1151.921776,1350.883068,508.7450156,9 2,Female,9,20 to 24,2010,325.8053049,371.8758096,156.4450614,9 1,Male,10,25 to 29,2010,1498.059473,1718.26691,623.6836751,10 2,Female,10,25 to 29,2010,483.1369435,549.5018887,213.6567784,10 1,Male,11,30 to 34,2010,1269.412734,1446.475729,545.0720493,11 2,Female,11,30 to 34,2010,501.7169613,570.0876642,206.7416548,11 1,Male,12,35 to 39,2010,1250.106981,1408.600423,543.6299142,12 2,Female,12,35 to 39,2010,593.2405487,676.2251694,254.7528821,12 1,Male,13,40 to 44,2010,1403.47325,1587.459486,586.1327272,13 2,Female,13,40 to 44,2010,760.0439919,871.4739226,305.1702995,13 1,Male,14,45 to 49,2010,1606.448258,1839.566924,565.6823379,14 2,Female,14,45 to 49,2010,977.107912,1138.273275,323.7793535,14 1,Male,15,50 to 54,2010,1238.579764,1427.847614,376.6519129,15 2,Female,15,50 to 54,2010,837.5926497,983.50047,266.5111377,15 1,Male,16,55 to 59,2010,779.3240109,906.7657152,251.5315244,16 2,Female,16,55 to 59,2010,513.0678624,604.2580821,196.2964923,16 1,Male,17,60 to 64,2010,356.7016024,416.5334408,138.0619557,17 2,Female,17,60 to 64,2010,243.203867,281.9529073,112.8255511,17 1,Male,18,65 to 69,2010,143.7065727,163.9943707,73.07318594,18 2,Female,18,65 to 69,2010,117.2703272,133.9782296,63.5699462,18 1,Male,26,70+ years,2010,150.8626038,169.0653398,79.08710569,26 2,Female,26,70+ years,2010,148.7243451,166.711597,77.4249345,26 1,Male,158,<20 years,2010,330.6512048,388.6583026,161.8769135,0 2,Female,158,<20 years,2010,90.43669862,105.0561771,52.12796715,0 1,Male,9,20 to 24,2002,632.1505454,731.7814601,356.6751875,9 2,Female,9,20 to 24,2002,158.5100748,177.5762329,107.0050723,9 1,Male,10,25 to 29,2002,725.2101542,829.5329783,415.5877994,10 2,Female,10,25 to 29,2002,203.7232146,227.2877199,139.6997546,10 1,Male,11,30 to 34,2002,815.0412589,912.7748356,482.0420701,11 2,Female,11,30 to 34,2002,278.702119,311.6188306,175.5488085,11 1,Male,12,35 to 39,2002,1057.521882,1179.370522,567.551753,12 2,Female,12,35 to 39,2002,422.8090622,474.5471262,231.9469464,12 1,Male,13,40 to 44,2002,1299.623545,1468.981015,615.8613726,13 2,Female,13,40 to 44,2002,550.2457367,625.3126777,292.6688506,13 1,Male,14,45 to 49,2002,1112.115057,1267.961188,483.7588118,14 2,Female,14,45 to 49,2002,479.6943619,549.554832,254.9165631,14 1,Male,15,50 to 54,2002,591.3110677,675.9501502,261.720707,15 2,Female,15,50 to 54,2002,285.9445208,327.5880375,161.9750283,15 1,Male,16,55 to 59,2002,263.8085352,303.0703816,142.4268918,16 2,Female,16,55 to 59,2002,149.5893255,172.1810283,97.11754185,16 1,Male,17,60 to 64,2002,111.5074211,126.8263906,66.91699994,17 2,Female,17,60 to 64,2002,75.41071433,85.58365459,51.29848474,17 1,Male,18,65 to 69,2002,64.61886395,74.85406719,43.2950276,18 2,Female,18,65 to 69,2002,50.51225798,56.9772072,34.21124295,18 1,Male,26,70+ years,2002,101.9440165,115.2419828,58.09567943,26 2,Female,26,70+ years,2002,102.3560819,114.2384178,57.1143957,26 1,Male,158,<20 years,2002,215.0408602,250.5495033,124.2309783,0 2,Female,158,<20 years,2002,64.5166324,73.08235767,42.98028864,0 1,Male,9,20 to 24,2009,1112.334767,1305.683651,491.1482881,9 2,Female,9,20 to 24,2009,305.0380827,348.5492527,150.5415772,9 1,Male,10,25 to 29,2009,1434.688085,1645.847624,604.2751958,10 2,Female,10,25 to 29,2009,455.3175575,515.7575398,211.0198914,10 1,Male,11,30 to 34,2009,1190.053661,1353.194972,525.1783619,11 2,Female,11,30 to 34,2009,461.5505734,525.1621047,197.6557696,11 1,Male,12,35 to 39,2009,1247.694695,1405.646729,563.3148168,12 2,Female,12,35 to 39,2009,579.1132059,657.565103,259.4788366,12 1,Male,13,40 to 44,2009,1405.276674,1591.58613,591.1619276,13 2,Female,13,40 to 44,2009,753.0945516,858.9344178,308.1343911,13 1,Male,14,45 to 49,2009,1606.920681,1833.584952,565.8327676,14 2,Female,14,45 to 49,2009,965.3103585,1121.562535,326.96969,14 1,Male,15,50 to 54,2009,1185.026083,1365.370912,370.0591395,15 2,Female,15,50 to 54,2009,784.0163733,918.8445522,263.7910063,15 1,Male,16,55 to 59,2009,715.0763502,839.4184885,239.4196904,16 2,Female,16,55 to 59,2009,463.0404512,544.6680215,187.9844415,16 1,Male,17,60 to 64,2009,313.5137765,363.6925285,128.1400108,17 2,Female,17,60 to 64,2009,214.7342932,247.1416245,102.5904332,17 1,Male,18,65 to 69,2009,131.4231195,149.8818167,68.54349151,18 2,Female,18,65 to 69,2009,106.9563242,121.9878905,59.9096651,18 1,Male,26,70+ years,2009,143.790936,160.5504346,75.31893055,26 2,Female,26,70+ years,2009,142.6512747,160.0622493,74.23872464,26 1,Male,158,<20 years,2009,335.3156169,397.4728729,163.1841799,0 2,Female,158,<20 years,2009,92.85364164,106.000591,54.05757284,0 1,Male,9,20 to 24,2011,1199.855065,1408.627389,522.5477386,9 2,Female,9,20 to 24,2011,344.2835619,393.1232295,162.4076392,9 1,Male,10,25 to 29,2011,1568.225915,1804.42989,641.4234294,10 2,Female,10,25 to 29,2011,509.2461129,579.9248417,219.6120654,10 1,Male,11,30 to 34,2011,1360.447833,1553.097888,571.8540279,11 2,Female,11,30 to 34,2011,547.5698605,623.0510684,216.0106313,11 1,Male,12,35 to 39,2011,1267.466191,1422.941208,540.4499732,12 2,Female,12,35 to 39,2011,602.1660887,689.576217,250.8529847,12 1,Male,13,40 to 44,2011,1426.691665,1618.360137,587.1471725,13 2,Female,13,40 to 44,2011,782.2064782,897.9130157,307.746715,13 1,Male,14,45 to 49,2011,1600.175694,1836.97187,563.3752718,14 2,Female,14,45 to 49,2011,981.4641691,1143.211962,318.1086728,14 1,Male,15,50 to 54,2011,1291.147524,1491.431646,380.1103624,15 2,Female,15,50 to 54,2011,884.9428006,1041.794314,273.8306783,15 1,Male,16,55 to 59,2011,844.9232935,991.9802129,262.1624717,16 2,Female,16,55 to 59,2011,561.5597672,660.0849243,205.5403846,16 1,Male,17,60 to 64,2011,396.1648897,464.1772546,146.3364963,17 2,Female,17,60 to 64,2011,268.64353,315.0685789,121.597859,17 1,Male,18,65 to 69,2011,159.9139981,182.0683239,79.68458512,18 2,Female,18,65 to 69,2011,128.6168333,147.0546705,68.11703908,18 1,Male,26,70+ years,2011,159.1029295,178.4224011,83.55094637,26 2,Female,26,70+ years,2011,154.7708782,173.6020458,80.51053052,26 1,Male,158,<20 years,2011,324.8260256,382.0398719,161.1334722,0 2,Female,158,<20 years,2011,89.2487774,104.1552434,51.36414928,0 1,Male,9,20 to 24,2012,1225.980459,1440.795985,536.5020532,9 2,Female,9,20 to 24,2012,357.4796091,408.5802463,167.547178,9 1,Male,10,25 to 29,2012,1616.86109,1859.737041,655.3503416,10 2,Female,10,25 to 29,2012,533.8732891,608.4741073,226.7774428,10 1,Male,11,30 to 34,2012,1435.703749,1641.986142,589.3034242,11 2,Female,11,30 to 34,2012,579.4815481,660.1732448,222.7599388,11 1,Male,12,35 to 39,2012,1292.16705,1455.851821,540.0554078,12 2,Female,12,35 to 39,2012,614.5759659,703.1168523,249.7725197,12 1,Male,13,40 to 44,2012,1439.541628,1633.745586,592.4470023,13 2,Female,13,40 to 44,2012,789.7080465,908.3906687,312.2636994,13 1,Male,14,45 to 49,2012,1577.24786,1815.167741,552.6498629,14 2,Female,14,45 to 49,2012,970.1642079,1135.253652,314.6843312,14 1,Male,15,50 to 54,2012,1322.817384,1533.104027,381.6914829,15 2,Female,15,50 to 54,2012,914.2388374,1079.803313,277.7689725,15 1,Male,16,55 to 59,2012,902.3038463,1063.079348,272.651054,16 2,Female,16,55 to 59,2012,607.4619089,718.2015511,214.5930944,16 1,Male,17,60 to 64,2012,427.7197607,502.4536428,151.9058679,17 2,Female,17,60 to 64,2012,287.7621677,336.6995419,126.7286695,17 1,Male,18,65 to 69,2012,181.0260298,207.1104341,88.02978588,18 2,Female,18,65 to 69,2012,142.7150209,163.5203734,73.36801134,18 1,Male,26,70+ years,2012,169.4938574,190.6256457,88.97531774,26 2,Female,26,70+ years,2012,161.2652776,180.7284268,84.51329415,26 1,Male,158,<20 years,2012,312.2417478,366.8052958,159.7868489,0 2,Female,158,<20 years,2012,86.32025283,101.2369789,50.56273427,0 1,Male,9,20 to 24,2013,1247.330719,1466.22863,541.9892692,9 2,Female,9,20 to 24,2013,368.4265224,421.4946019,171.7424074,9 1,Male,10,25 to 29,2013,1674.373826,1929.885592,672.3476026,10 2,Female,10,25 to 29,2013,554.6626754,633.9045395,233.4760406,10 1,Male,11,30 to 34,2013,1510.68829,1736.869782,605.1516308,11 2,Female,11,30 to 34,2013,604.0971698,687.3661184,228.5042361,11 1,Male,12,35 to 39,2013,1331.688433,1506.152607,556.232034,12 2,Female,12,35 to 39,2013,639.4796172,732.4431558,255.2154238,12 1,Male,13,40 to 44,2013,1444.836206,1644.678017,587.425374,13 2,Female,13,40 to 44,2013,797.8400582,920.4223455,310.734843,13 1,Male,14,45 to 49,2013,1559.071883,1797.224647,542.9837,14 2,Female,14,45 to 49,2013,954.5838039,1120.353604,311.0590784,14 1,Male,15,50 to 54,2013,1347.941287,1569.604371,387.8806725,15 2,Female,15,50 to 54,2013,935.085767,1107.654614,278.1187686,15 1,Male,16,55 to 59,2013,955.6022599,1129.770375,283.5116048,16 2,Female,16,55 to 59,2013,648.6137285,766.6651344,219.3472238,16 1,Male,17,60 to 64,2013,457.0488017,537.019814,156.2309777,17 2,Female,17,60 to 64,2013,308.8646003,361.5103035,133.2788295,17 1,Male,18,65 to 69,2013,199.5819186,228.8803361,95.11632861,18 2,Female,18,65 to 69,2013,156.9603401,180.8720909,80.42457683,18 1,Male,26,70+ years,2013,179.4646728,202.4325575,94.64700012,26 2,Female,26,70+ years,2013,169.0347965,189.6237901,89.37605821,26 1,Male,158,<20 years,2013,302.8903761,357.7458644,153.4516345,0 2,Female,158,<20 years,2013,86.5356804,102.5954287,50.92828151,0 1,Male,9,20 to 24,2014,1257.889454,1478.751374,548.0937104,9 2,Female,9,20 to 24,2014,374.9400515,428.9294421,173.1073612,9 1,Male,10,25 to 29,2014,1743.701373,2017.285758,702.9575937,10 2,Female,10,25 to 29,2014,585.0568186,669.4022654,243.3069075,10 1,Male,11,30 to 34,2014,1573.332102,1810.498893,619.5294248,11 2,Female,11,30 to 34,2014,628.8715572,717.8372314,233.2094589,11 1,Male,12,35 to 39,2014,1389.767947,1579.404754,582.2886053,12 2,Female,12,35 to 39,2014,668.2471976,769.2207719,262.0411461,12 1,Male,13,40 to 44,2014,1435.062304,1638.823074,580.6362683,13 2,Female,13,40 to 44,2014,795.4751267,918.5761957,305.4912369,13 1,Male,14,45 to 49,2014,1537.520087,1781.543072,531.2191713,14 2,Female,14,45 to 49,2014,938.6947377,1104.13056,309.5057091,14 1,Male,15,50 to 54,2014,1349.111226,1578.913759,389.5600709,15 2,Female,15,50 to 54,2014,936.6501103,1114.984624,277.7372702,15 1,Male,16,55 to 59,2014,980.3828187,1162.850603,288.0960522,16 2,Female,16,55 to 59,2014,674.542075,803.8547245,224.5105427,16 1,Male,17,60 to 64,2014,475.2659873,560.471479,161.6337474,17 2,Female,17,60 to 64,2014,326.9192832,383.8464575,139.3675075,17 1,Male,18,65 to 69,2014,213.5091891,245.6991767,98.91058045,18 2,Female,18,65 to 69,2014,167.9598684,193.9526603,86.48609607,18 1,Male,26,70+ years,2014,187.9803702,212.4858525,99.67081139,26 2,Female,26,70+ years,2014,177.3760323,199.1072027,94.92134787,26 1,Male,158,<20 years,2014,297.5286825,351.9448218,151.4540496,0 2,Female,158,<20 years,2014,87.86143335,103.861224,51.05974339,0 1,Male,9,20 to 24,2016,1242.419005,1470.777329,567.8493142,9 2,Female,9,20 to 24,2016,369.6125396,424.6455572,179.6473012,9 1,Male,10,25 to 29,2016,1735.534768,2029.681731,746.1574627,10 2,Female,10,25 to 29,2016,579.3464997,669.4874657,254.8967204,10 1,Male,11,30 to 34,2016,1564.326927,1819.345471,639.0680271,11 2,Female,11,30 to 34,2016,633.0138009,731.1894661,242.9353968,11 1,Male,12,35 to 39,2016,1376.176674,1577.343482,599.3516841,12 2,Female,12,35 to 39,2016,658.8905228,760.9900172,266.3882303,12 1,Male,13,40 to 44,2016,1372.905394,1584.791149,565.111929,13 2,Female,13,40 to 44,2016,758.1255575,881.2321962,305.3954702,13 1,Male,14,45 to 49,2016,1431.691762,1685.528277,516.7201471,14 2,Female,14,45 to 49,2016,866.2973083,1029.729468,299.2909828,14 1,Male,15,50 to 54,2016,1263.043561,1501.99225,386.7552598,15 2,Female,15,50 to 54,2016,866.3222427,1034.968355,274.2684536,15 1,Male,16,55 to 59,2016,933.501003,1123.970253,299.5435773,16 2,Female,16,55 to 59,2016,641.125303,771.362191,233.0203998,16 1,Male,17,60 to 64,2016,455.4574256,540.4016855,165.7879344,17 2,Female,17,60 to 64,2016,319.6049179,378.0887271,145.3409517,17 1,Male,18,65 to 69,2016,222.4921063,257.8025848,110.3291264,18 2,Female,18,65 to 69,2016,176.9135667,205.3279496,98.33803984,18 1,Male,26,70+ years,2016,201.340654,229.0014831,110.147311,26 2,Female,26,70+ years,2016,187.686388,212.1849805,105.8796307,26 1,Male,158,<20 years,2016,294.9232932,349.7046443,151.2084574,0 2,Female,158,<20 years,2016,86.81688786,102.76342,51.07760975,0 1,Male,9,20 to 24,2005,907.2050377,1067.41745,432.0795291,9 2,Female,9,20 to 24,2005,233.6885123,262.3322651,130.0311934,9 1,Male,10,25 to 29,2005,1043.28827,1198.12161,499.3709446,10 2,Female,10,25 to 29,2005,309.3003292,345.6090241,175.3781835,10 1,Male,11,30 to 34,2005,956.9035566,1079.037938,488.6551345,11 2,Female,11,30 to 34,2005,350.9869064,392.4713376,184.4143656,11 1,Male,12,35 to 39,2005,1138.526079,1270.319079,557.2058197,12 2,Female,12,35 to 39,2005,495.6496068,559.6452313,246.4243718,12 1,Male,13,40 to 44,2005,1433.33692,1624.854392,641.4044429,13 2,Female,13,40 to 44,2005,698.9592644,795.8283296,315.3512408,13 1,Male,14,45 to 49,2005,1423.692825,1642.113605,539.0759283,14 2,Female,14,45 to 49,2005,733.6067931,851.9178394,300.5301214,14 1,Male,15,50 to 54,2005,864.7967465,998.3931805,315.9727491,15 2,Female,15,50 to 54,2005,486.5072509,562.2400642,211.8965421,15 1,Male,16,55 to 59,2005,452.4581937,526.2139444,192.6993598,16 2,Female,16,55 to 59,2005,272.9723973,316.2413567,140.3176562,16 1,Male,17,60 to 64,2005,175.3943888,202.1490801,89.27970193,17 2,Female,17,60 to 64,2005,120.8202101,137.0363055,69.37692,17 1,Male,18,65 to 69,2005,85.01885093,97.56099773,51.75825931,18 2,Female,18,65 to 69,2005,68.58550855,77.47473064,42.80489669,18 1,Male,26,70+ years,2005,119.7293953,133.4604671,64.3175579,26 2,Female,26,70+ years,2005,120.4389556,134.5190598,64.18829422,26 1,Male,158,<20 years,2005,296.5019771,350.7666364,146.867159,0 2,Female,158,<20 years,2005,87.5536323,99.53800228,52.35392964,0 1,Male,9,20 to 24,2015,1248.709567,1475.371772,559.7600562,9 2,Female,9,20 to 24,2015,373.2864126,428.4232752,175.7588717,9 1,Male,10,25 to 29,2015,1745.139445,2036.46872,726.9814962,10 2,Female,10,25 to 29,2015,586.5448193,675.7209472,248.271011,10 1,Male,11,30 to 34,2015,1571.021746,1828.97532,628.3692634,11 2,Female,11,30 to 34,2015,639.3307237,735.7350233,239.139358,11 1,Male,12,35 to 39,2015,1384.959895,1585.484087,593.2407971,12 2,Female,12,35 to 39,2015,665.0907481,767.2385287,264.3932158,12 1,Male,13,40 to 44,2015,1396.437109,1604.153097,575.6749633,13 2,Female,13,40 to 44,2015,770.8227965,892.8005795,303.3992779,13 1,Male,14,45 to 49,2015,1472.143938,1722.032614,525.0411005,14 2,Female,14,45 to 49,2015,894.2255114,1055.377983,301.3020458,14 1,Male,15,50 to 54,2015,1292.502778,1527.059944,387.4701198,15 2,Female,15,50 to 54,2015,891.0767401,1062.03859,277.1746569,15 1,Male,16,55 to 59,2015,945.3106342,1131.45895,292.6458226,16 2,Female,16,55 to 59,2015,651.1395119,777.0725693,227.2053336,16 1,Male,17,60 to 64,2015,460.0575337,541.9986224,163.4868741,17 2,Female,17,60 to 64,2015,318.7960387,375.1737732,140.859965,17 1,Male,18,65 to 69,2015,215.7322328,249.1945988,104.4126716,18 2,Female,18,65 to 69,2015,169.6793534,196.5024841,91.65335593,18 1,Male,26,70+ years,2015,193.9869768,219.5871913,103.961905,26 2,Female,26,70+ years,2015,181.4596805,204.4744162,100.1760904,26 1,Male,158,<20 years,2015,297.3247754,350.0749106,151.7235581,0 2,Female,158,<20 years,2015,88.41775895,104.1696905,51.29135476,0`) .map(datum => { let ret = {}; for(const prop in datum) { if (nameProps.includes(prop)) { ret[prop] = datum[prop]; } else { ret[prop] = parseInt(+datum[prop]+0.5); } } return ret; }))33:[] 2f:{"id":"1abafd62870c6609","slug":null,"title":"Bubble Plot - v24","thumbnail":"ccd2270e7935958e549dfe7ea4c372d8bddd8411cfd6360fd3677d1208475c9f","access_level":"public","create_time":"$D2018-02-02T22:21:05.885Z","update_time":"$D2023-06-13T18:10:39.126Z","view_time":null,"first_public_time":"$D2023-06-09T22:11:54.427Z","has_unpublished_edits":null,"fork":true,"stars":0,"starred":false,"owner":{"type":"team","id":"4888a877d865dff9","login":"ryshackleton","name":"Ryan Shackleton","avatar_url":"https://avatars-next.observableusercontent.com/5122068b6b8999947b46b690f2d6e6bfbe00462c4ad5852146aa81367764a98c","tier":"starter_2024"},"version":590,"publish_version":null,"role":null,"authored":false,"authors":[{"type":"individual","id":"f09b322dcdf66538","login":"ryshackleton","name":"Ryan Shackleton","avatar_url":"https://avatars-next.observableusercontent.com/5122068b6b8999947b46b690f2d6e6bfbe00462c4ad5852146aa81367764a98c","tier":null}],"members":[{"type":"individual","id":"f09b322dcdf66538","login":"ryshackleton","name":"Ryan Shackleton","avatar_url":"https://avatars-next.observableusercontent.com/5122068b6b8999947b46b690f2d6e6bfbe00462c4ad5852146aa81367764a98c","tier":null,"role":"editor"}],"comments":[],"custom_thumbnail":false,"trashed":false,"lapsed":null,"subscribed":null,"forks":0,"collection":null,"type":"notebook","body":{"title":"Bubble Plot - v24","cells":[{"id":0,"value":"md`# Bubble Plot - v24\n\n`","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":25,"value":"deathsDivisor = 100","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":7,"value":"xStrength = 0.5\n\n","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":9,"value":"yStrength = 0.5","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":20,"value":"repulsStrength = -4\n","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":34,"value":"nameProps = ['sex_name', 'age_name', 'age_name_ascending']","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":29,"value":"sortProp = Generators.input(propSelect)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":243,"value":"propSelect = DOM.select(['All Data'].concat(_.keys(dataByDivisor[0]).filter(key => (_.includes(key, 'name') || _.includes(key, 'year')))))\n","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":55,"value":"valueProp = \"deaths\"","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":44,"value":"colorProp = sortProp","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":379,"value":"isGooey = true","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":6,"value":"$31","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":11,"value":"drag = simulation => {\n \n function dragstarted(d) {\n if (!d3.event.active) simulation.alphaTarget(0.3).restart();\n d.fx = d.x;\n d.fy = d.y;\n }\n \n function dragged(d) {\n d.fx = d3.event.x;\n d.fy = d3.event.y;\n }\n \n function dragended(d) {\n if (!d3.event.active) simulation.alphaTarget(0);\n d.fx = null;\n d.fy = null;\n }\n \n return d3.drag()\n .on(\"start\", dragstarted)\n .on(\"drag\", dragged)\n .on(\"end\", dragended);\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":219,"value":"","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":22,"value":"$32","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":63,"value":"dataByDivisor = _.sortBy(\n data.reduce((acc, datum, index) => {\n return acc.concat(Array(parseInt(datum.deaths/deathsDivisor)).fill(Object.assign({}, datum)))\n }, [])\n , 'age_id_ascending')","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":53,"value":"totalsBySortProp = dataByDivisor.reduce((acc, datum) => {\n // sums of each property, keyed by property name\n acc[datum[sortProp]] = acc[datum[sortProp]] ? acc[datum[sortProp]] + datum[valueProp] : datum[valueProp];\n return acc;\n}, {})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":79,"value":"labelPositions = (nodes, sortProp) => {\n const newValues = (acc,n) => {\n return {\n [sortProp]: n[sortProp],\n x: acc[n[sortProp]].x + n.x, // compute sum for average\n y: n.y < acc[n[sortProp]].y ? n.y : acc[n[sortProp]].y, // find the min y value\n count: acc[n[sortProp]].count + 1, // count nodes per group\n };\n };\n const positionsByKey = _.toArray(\n nodes.reduce((acc, node) => {\n acc[node[sortProp]] = acc[node[sortProp]]\n ? newValues(acc,node)\n : {\n [sortProp]: node[sortProp],\n x: node.x,\n y: node.y,\n count: 1,\n };\n return acc;\n }, {})\n );\n return positionsByKey.map((group) => {\n return {\n ...group,\n x: group.count ? group.x / group.count : 0,\n };\n });\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":232,"value":"","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":13,"value":"d3 = require('d3@4')","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":75,"value":"_ = require('lodash')","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"}],"files":"$W33","stdlib":"1","titling":"auto"}} 30:"$2f:body"