An implementation in D3 of Figure 4-47 "Unemployment rates with fitted LOESS curve" in "Visualize This" by Nathan Yau.
I've used loess.js from Jason Davies science.js to perform the LOESS smoothing.
An implementation in D3 of Figure 4-47 "Unemployment rates with fitted LOESS curve" in "Visualize This" by Nathan Yau.
I've used loess.js from Jason Davies science.js to perform the LOESS smoothing.
<!DOCTYPE html> | |
<body> | |
<style> | |
body { | |
font-family: Georgia; | |
font-size: 14px; | |
color: #333; | |
} | |
#container { | |
width: 740px; | |
height: 500px; | |
margin: 0 auto; | |
position: relative; | |
background-color: #f2f2f2; | |
} | |
#inner-container { | |
position: absolute; | |
top: 20px; | |
left: 20px; | |
bottom: 20px; | |
right: 20px; | |
} | |
#header h1 { | |
margin-top: 0; | |
font-size: 20px; | |
font-weight: bold; | |
text-transform: uppercase | |
} | |
#footer { | |
position: absolute; | |
bottom: 0; | |
right: 0; | |
font-size: 12px; | |
} | |
svg { | |
position: absolute; | |
top: 0; | |
right: 0; | |
bottom: 0; | |
left: 0; | |
} | |
.point { | |
fill: #FFC8CD; | |
} | |
.curve { | |
stroke: #D90036; | |
stroke-width: 4; | |
} | |
.axis .domain { | |
display: none; | |
} | |
.axis.x line { | |
shape-rendering: crispEdges; | |
stroke: #333; | |
stroke-width: 2; | |
} | |
.axis.x.minor line { | |
stroke: #ccc; | |
stroke-width: 1; | |
} | |
.axis-rule { | |
shape-rendering: crispEdges; | |
stroke: #e0e0e0; | |
} | |
.axis-rule.zero { | |
stroke-width: 2; | |
stroke: #000; | |
} | |
.line { | |
fill-opacity: 0; | |
stroke-width: 4; | |
stroke: #C10000; | |
} | |
</style> | |
<div id="container"> | |
<div id="inner-container"> | |
<div id="header"> | |
<h1>United States unemployment rate, 1948-2010</h1> | |
</div> | |
<div id="footer"> | |
Source: Bureau of Labor Statistics| Nathan Yau | |
</div> | |
</div> | |
</div> | |
<script src="http://d3js.org/d3.v3.min.js" charset="utf-8"></script> | |
<script> | |
var science = { stats: {} }; | |
</script> | |
<script src="loess.js" charset="utf-8"></script> | |
<script> | |
var width = 740, | |
height = 500, | |
margin = { top: 70, right: 20, bottom: 20, left: 20}, | |
padding = { top: 30, right: 30, bottom: 50, left: 30 }; | |
// Width/height of the chart without margin and padding | |
var chartWidth = width - margin.left - margin.right - padding.left - padding.right; | |
var chartHeight = height - margin.top - margin.bottom - padding.top - padding.bottom; | |
var xValue = function(d) { return d.period; }, | |
xScale = d3.time.scale().range([0, chartWidth]), | |
xMap = function(d) { return xScale(xValue(d)); }, | |
xAxis = d3.svg.axis() | |
.scale(xScale) | |
.orient('bottom') | |
.ticks(function() { // To create a specific set of tickmarks | |
return [1948, 1963, 1978, 1993, 2008] | |
.map(function(d) { return new Date(d, 0, 1); }) }); | |
var yValue = function(d) { return d.value; }, | |
yScale = d3.scale.linear().range([chartHeight, 0]), | |
yMap = function(d) { return yScale(yValue(d)); }, | |
yAxis = d3.svg.axis() | |
.scale(yScale) | |
.ticks(6) | |
.tickFormat(function(d) { return d + '%'; }) | |
.orient('left'); | |
var svg = d3.select('#container').append('svg') | |
.attr('width', width) | |
.attr('height', height); | |
var chart = svg.append('g') | |
.attr('class', 'chart') | |
.attr('transform', 'translate(' + (margin.left + padding.left) + ', ' + (margin.top + padding.top) + ')'); | |
var csvfile = 'unemployment-rate-1948-2010.csv'; | |
d3.csv(csvfile, function(d) { | |
return { | |
period: new Date(+d.Year, +(d.Period.slice(1))), // it's only a period and a year, what should the date be? | |
value: +d.Value | |
}; | |
}, function(error, data) { | |
// Set the domain based on the data | |
xScale.domain(d3.extent(data, xValue)); | |
yScale.domain([0, d3.max(data, yValue)]); | |
// Render the X axis | |
chart.append('g') | |
.attr('class', 'axis x') | |
.attr('transform', 'translate(0, ' + chartHeight + ')') | |
.call(xAxis) | |
// Render the Y axis | |
chart.append('g') | |
.attr('transform', 'translate(0, -10)') | |
.attr('class', 'axis y') | |
.call(yAxis) | |
// Render the Y axis rulers | |
chart.selectAll('.axis-rule.x') | |
.data(yScale.ticks(7)) | |
.enter() | |
.append('line') | |
.attr('class', function(d) { | |
var cls = 'axis-rule x' | |
if (d == 0) { | |
cls += ' zero'; | |
} | |
return cls; | |
}) | |
.attr('x1', -padding.left) | |
.attr('x2', chartWidth + padding.right) | |
.attr('y1', function(d) { return yScale(d); }) | |
.attr('y2', function(d) { return yScale(d); }) | |
// Render the values | |
chart.selectAll('.point') | |
.data(data) | |
.enter() | |
.append('circle') | |
.attr('class', 'point') | |
.attr('r', 3) | |
.attr('cx', xMap) | |
.attr('cy', yMap); | |
// Render the fitted line | |
chart.append('path') | |
.datum(function() { | |
var loess = science.stats.loess(); | |
loess.bandwidth(0.25); | |
var xValues = data.map(xMap); | |
var yValues = data.map(yMap); | |
var yValuesSmoothed = loess(xValues, yValues); | |
return d3.zip(xValues, yValuesSmoothed); | |
}) | |
.attr('class', 'line') | |
.attr('d', d3.svg.line() | |
.interpolate('basis') | |
.x(function(d) { return d[0]; }) | |
.y(function(d) { return d[1]; })) | |
}); | |
</script> | |
</body> |
Copyright (c) 2011, Jason Davies | |
All rights reserved. | |
Redistribution and use in source and binary forms, with or without | |
modification, are permitted provided that the following conditions are met: | |
* Redistributions of source code must retain the above copyright notice, this | |
list of conditions and the following disclaimer. | |
* Redistributions in binary form must reproduce the above copyright notice, | |
this list of conditions and the following disclaimer in the documentation | |
and/or other materials provided with the distribution. | |
* The name Jason Davies may not be used to endorse or promote products | |
derived from this software without specific prior written permission. | |
THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND | |
ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED | |
WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE | |
DISCLAIMED. IN NO EVENT SHALL JASON DAVIES BE LIABLE FOR ANY DIRECT, INDIRECT, | |
INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT | |
LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR | |
PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF | |
LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE | |
OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF | |
ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. |
// Based on org.apache.commons.math.analysis.interpolation.LoessInterpolator | |
// from http://commons.apache.org/math/ | |
science.stats.loess = function() { | |
var bandwidth = .3, | |
robustnessIters = 2, | |
accuracy = 1e-12; | |
function smooth(xval, yval, weights) { | |
var n = xval.length, | |
i; | |
if (n !== yval.length) throw {error: "Mismatched array lengths"}; | |
if (n == 0) throw {error: "At least one point required."}; | |
if (arguments.length < 3) { | |
weights = []; | |
i = -1; while (++i < n) weights[i] = 1; | |
} | |
science_stats_loessFiniteReal(xval); | |
science_stats_loessFiniteReal(yval); | |
science_stats_loessFiniteReal(weights); | |
science_stats_loessStrictlyIncreasing(xval); | |
if (n == 1) return [yval[0]]; | |
if (n == 2) return [yval[0], yval[1]]; | |
var bandwidthInPoints = Math.floor(bandwidth * n); | |
if (bandwidthInPoints < 2) throw {error: "Bandwidth too small."}; | |
var res = [], | |
residuals = [], | |
robustnessWeights = []; | |
// Do an initial fit and 'robustnessIters' robustness iterations. | |
// This is equivalent to doing 'robustnessIters+1' robustness iterations | |
// starting with all robustness weights set to 1. | |
i = -1; while (++i < n) { | |
res[i] = 0; | |
residuals[i] = 0; | |
robustnessWeights[i] = 1; | |
} | |
var iter = -1; | |
while (++iter <= robustnessIters) { | |
var bandwidthInterval = [0, bandwidthInPoints - 1]; | |
// At each x, compute a local weighted linear regression | |
var x; | |
i = -1; while (++i < n) { | |
x = xval[i]; | |
// Find out the interval of source points on which | |
// a regression is to be made. | |
if (i > 0) { | |
science_stats_loessUpdateBandwidthInterval(xval, weights, i, bandwidthInterval); | |
} | |
var ileft = bandwidthInterval[0], | |
iright = bandwidthInterval[1]; | |
// Compute the point of the bandwidth interval that is | |
// farthest from x | |
var edge = (xval[i] - xval[ileft]) > (xval[iright] - xval[i]) ? ileft : iright; | |
// Compute a least-squares linear fit weighted by | |
// the product of robustness weights and the tricube | |
// weight function. | |
// See http://en.wikipedia.org/wiki/Linear_regression | |
// (section "Univariate linear case") | |
// and http://en.wikipedia.org/wiki/Weighted_least_squares | |
// (section "Weighted least squares") | |
var sumWeights = 0, | |
sumX = 0, | |
sumXSquared = 0, | |
sumY = 0, | |
sumXY = 0, | |
denom = Math.abs(1 / (xval[edge] - x)); | |
for (var k = ileft; k <= iright; ++k) { | |
var xk = xval[k], | |
yk = yval[k], | |
dist = k < i ? x - xk : xk - x, | |
w = science_stats_loessTricube(dist * denom) * robustnessWeights[k] * weights[k], | |
xkw = xk * w; | |
sumWeights += w; | |
sumX += xkw; | |
sumXSquared += xk * xkw; | |
sumY += yk * w; | |
sumXY += yk * xkw; | |
} | |
var meanX = sumX / sumWeights, | |
meanY = sumY / sumWeights, | |
meanXY = sumXY / sumWeights, | |
meanXSquared = sumXSquared / sumWeights; | |
var beta = (Math.sqrt(Math.abs(meanXSquared - meanX * meanX)) < accuracy) | |
? 0 : ((meanXY - meanX * meanY) / (meanXSquared - meanX * meanX)); | |
var alpha = meanY - beta * meanX; | |
res[i] = beta * x + alpha; | |
residuals[i] = Math.abs(yval[i] - res[i]); | |
} | |
// No need to recompute the robustness weights at the last | |
// iteration, they won't be needed anymore | |
if (iter === robustnessIters) { | |
break; | |
} | |
// Recompute the robustness weights. | |
// Find the median residual. | |
var sortedResiduals = residuals.slice(); | |
sortedResiduals.sort(); | |
var medianResidual = sortedResiduals[Math.floor(n / 2)]; | |
if (Math.abs(medianResidual) < accuracy) | |
break; | |
var arg, | |
w; | |
i = -1; while (++i < n) { | |
arg = residuals[i] / (6 * medianResidual); | |
robustnessWeights[i] = (arg >= 1) ? 0 : ((w = 1 - arg * arg) * w); | |
} | |
} | |
return res; | |
} | |
smooth.bandwidth = function(x) { | |
if (!arguments.length) return x; | |
bandwidth = x; | |
return smooth; | |
}; | |
smooth.robustnessIterations = function(x) { | |
if (!arguments.length) return x; | |
robustnessIters = x; | |
return smooth; | |
}; | |
smooth.accuracy = function(x) { | |
if (!arguments.length) return x; | |
accuracy = x; | |
return smooth; | |
}; | |
return smooth; | |
}; | |
function science_stats_loessFiniteReal(values) { | |
var n = values.length, | |
i = -1; | |
while (++i < n) if (!isFinite(values[i])) return false; | |
return true; | |
} | |
function science_stats_loessStrictlyIncreasing(xval) { | |
var n = xval.length, | |
i = 0; | |
while (++i < n) if (xval[i - 1] >= xval[i]) return false; | |
return true; | |
} | |
// Compute the tricube weight function. | |
// http://en.wikipedia.org/wiki/Local_regression#Weight_function | |
function science_stats_loessTricube(x) { | |
return (x = 1 - x * x * x) * x * x; | |
} | |
// Given an index interval into xval that embraces a certain number of | |
// points closest to xval[i-1], update the interval so that it embraces | |
// the same number of points closest to xval[i], ignoring zero weights. | |
function science_stats_loessUpdateBandwidthInterval( | |
xval, weights, i, bandwidthInterval) { | |
var left = bandwidthInterval[0], | |
right = bandwidthInterval[1]; | |
// The right edge should be adjusted if the next point to the right | |
// is closer to xval[i] than the leftmost point of the current interval | |
var nextRight = science_stats_loessNextNonzero(weights, right); | |
if ((nextRight < xval.length) && (xval[nextRight] - xval[i]) < (xval[i] - xval[left])) { | |
var nextLeft = science_stats_loessNextNonzero(weights, left); | |
bandwidthInterval[0] = nextLeft; | |
bandwidthInterval[1] = nextRight; | |
} | |
} | |
function science_stats_loessNextNonzero(weights, i) { | |
var j = i + 1; | |
while (j < weights.length && weights[j] === 0) j++; | |
return j; | |
} |
Series id | Year | Period | Value | |
---|---|---|---|---|
LNS14000000 | 1948 | M01 | 3.4 | |
LNS14000000 | 1948 | M02 | 3.8 | |
LNS14000000 | 1948 | M03 | 4 | |
LNS14000000 | 1948 | M04 | 3.9 | |
LNS14000000 | 1948 | M05 | 3.5 | |
LNS14000000 | 1948 | M06 | 3.6 | |
LNS14000000 | 1948 | M07 | 3.6 | |
LNS14000000 | 1948 | M08 | 3.9 | |
LNS14000000 | 1948 | M09 | 3.8 | |
LNS14000000 | 1948 | M10 | 3.7 | |
LNS14000000 | 1948 | M11 | 3.8 | |
LNS14000000 | 1948 | M12 | 4 | |
LNS14000000 | 1949 | M01 | 4.3 | |
LNS14000000 | 1949 | M02 | 4.7 | |
LNS14000000 | 1949 | M03 | 5 | |
LNS14000000 | 1949 | M04 | 5.3 | |
LNS14000000 | 1949 | M05 | 6.1 | |
LNS14000000 | 1949 | M06 | 6.2 | |
LNS14000000 | 1949 | M07 | 6.7 | |
LNS14000000 | 1949 | M08 | 6.8 | |
LNS14000000 | 1949 | M09 | 6.6 | |
LNS14000000 | 1949 | M10 | 7.9 | |
LNS14000000 | 1949 | M11 | 6.4 | |
LNS14000000 | 1949 | M12 | 6.6 | |
LNS14000000 | 1950 | M01 | 6.5 | |
LNS14000000 | 1950 | M02 | 6.4 | |
LNS14000000 | 1950 | M03 | 6.3 | |
LNS14000000 | 1950 | M04 | 5.8 | |
LNS14000000 | 1950 | M05 | 5.5 | |
LNS14000000 | 1950 | M06 | 5.4 | |
LNS14000000 | 1950 | M07 | 5 | |
LNS14000000 | 1950 | M08 | 4.5 | |
LNS14000000 | 1950 | M09 | 4.4 | |
LNS14000000 | 1950 | M10 | 4.2 | |
LNS14000000 | 1950 | M11 | 4.2 | |
LNS14000000 | 1950 | M12 | 4.3 | |
LNS14000000 | 1951 | M01 | 3.7 | |
LNS14000000 | 1951 | M02 | 3.4 | |
LNS14000000 | 1951 | M03 | 3.4 | |
LNS14000000 | 1951 | M04 | 3.1 | |
LNS14000000 | 1951 | M05 | 3 | |
LNS14000000 | 1951 | M06 | 3.2 | |
LNS14000000 | 1951 | M07 | 3.1 | |
LNS14000000 | 1951 | M08 | 3.1 | |
LNS14000000 | 1951 | M09 | 3.3 | |
LNS14000000 | 1951 | M10 | 3.5 | |
LNS14000000 | 1951 | M11 | 3.5 | |
LNS14000000 | 1951 | M12 | 3.1 | |
LNS14000000 | 1952 | M01 | 3.2 | |
LNS14000000 | 1952 | M02 | 3.1 | |
LNS14000000 | 1952 | M03 | 2.9 | |
LNS14000000 | 1952 | M04 | 2.9 | |
LNS14000000 | 1952 | M05 | 3 | |
LNS14000000 | 1952 | M06 | 3 | |
LNS14000000 | 1952 | M07 | 3.2 | |
LNS14000000 | 1952 | M08 | 3.4 | |
LNS14000000 | 1952 | M09 | 3.1 | |
LNS14000000 | 1952 | M10 | 3 | |
LNS14000000 | 1952 | M11 | 2.8 | |
LNS14000000 | 1952 | M12 | 2.7 | |
LNS14000000 | 1953 | M01 | 2.9 | |
LNS14000000 | 1953 | M02 | 2.6 | |
LNS14000000 | 1953 | M03 | 2.6 | |
LNS14000000 | 1953 | M04 | 2.7 | |
LNS14000000 | 1953 | M05 | 2.5 | |
LNS14000000 | 1953 | M06 | 2.5 | |
LNS14000000 | 1953 | M07 | 2.6 | |
LNS14000000 | 1953 | M08 | 2.7 | |
LNS14000000 | 1953 | M09 | 2.9 | |
LNS14000000 | 1953 | M10 | 3.1 | |
LNS14000000 | 1953 | M11 | 3.5 | |
LNS14000000 | 1953 | M12 | 4.5 | |
LNS14000000 | 1954 | M01 | 4.9 | |
LNS14000000 | 1954 | M02 | 5.2 | |
LNS14000000 | 1954 | M03 | 5.7 | |
LNS14000000 | 1954 | M04 | 5.9 | |
LNS14000000 | 1954 | M05 | 5.9 | |
LNS14000000 | 1954 | M06 | 5.6 | |
LNS14000000 | 1954 | M07 | 5.8 | |
LNS14000000 | 1954 | M08 | 6 | |
LNS14000000 | 1954 | M09 | 6.1 | |
LNS14000000 | 1954 | M10 | 5.7 | |
LNS14000000 | 1954 | M11 | 5.3 | |
LNS14000000 | 1954 | M12 | 5 | |
LNS14000000 | 1955 | M01 | 4.9 | |
LNS14000000 | 1955 | M02 | 4.7 | |
LNS14000000 | 1955 | M03 | 4.6 | |
LNS14000000 | 1955 | M04 | 4.7 | |
LNS14000000 | 1955 | M05 | 4.3 | |
LNS14000000 | 1955 | M06 | 4.2 | |
LNS14000000 | 1955 | M07 | 4 | |
LNS14000000 | 1955 | M08 | 4.2 | |
LNS14000000 | 1955 | M09 | 4.1 | |
LNS14000000 | 1955 | M10 | 4.3 | |
LNS14000000 | 1955 | M11 | 4.2 | |
LNS14000000 | 1955 | M12 | 4.2 | |
LNS14000000 | 1956 | M01 | 4 | |
LNS14000000 | 1956 | M02 | 3.9 | |
LNS14000000 | 1956 | M03 | 4.2 | |
LNS14000000 | 1956 | M04 | 4 | |
LNS14000000 | 1956 | M05 | 4.3 | |
LNS14000000 | 1956 | M06 | 4.3 | |
LNS14000000 | 1956 | M07 | 4.4 | |
LNS14000000 | 1956 | M08 | 4.1 | |
LNS14000000 | 1956 | M09 | 3.9 | |
LNS14000000 | 1956 | M10 | 3.9 | |
LNS14000000 | 1956 | M11 | 4.3 | |
LNS14000000 | 1956 | M12 | 4.2 | |
LNS14000000 | 1957 | M01 | 4.2 | |
LNS14000000 | 1957 | M02 | 3.9 | |
LNS14000000 | 1957 | M03 | 3.7 | |
LNS14000000 | 1957 | M04 | 3.9 | |
LNS14000000 | 1957 | M05 | 4.1 | |
LNS14000000 | 1957 | M06 | 4.3 | |
LNS14000000 | 1957 | M07 | 4.2 | |
LNS14000000 | 1957 | M08 | 4.1 | |
LNS14000000 | 1957 | M09 | 4.4 | |
LNS14000000 | 1957 | M10 | 4.5 | |
LNS14000000 | 1957 | M11 | 5.1 | |
LNS14000000 | 1957 | M12 | 5.2 | |
LNS14000000 | 1958 | M01 | 5.8 | |
LNS14000000 | 1958 | M02 | 6.4 | |
LNS14000000 | 1958 | M03 | 6.7 | |
LNS14000000 | 1958 | M04 | 7.4 | |
LNS14000000 | 1958 | M05 | 7.4 | |
LNS14000000 | 1958 | M06 | 7.3 | |
LNS14000000 | 1958 | M07 | 7.5 | |
LNS14000000 | 1958 | M08 | 7.4 | |
LNS14000000 | 1958 | M09 | 7.1 | |
LNS14000000 | 1958 | M10 | 6.7 | |
LNS14000000 | 1958 | M11 | 6.2 | |
LNS14000000 | 1958 | M12 | 6.2 | |
LNS14000000 | 1959 | M01 | 6 | |
LNS14000000 | 1959 | M02 | 5.9 | |
LNS14000000 | 1959 | M03 | 5.6 | |
LNS14000000 | 1959 | M04 | 5.2 | |
LNS14000000 | 1959 | M05 | 5.1 | |
LNS14000000 | 1959 | M06 | 5 | |
LNS14000000 | 1959 | M07 | 5.1 | |
LNS14000000 | 1959 | M08 | 5.2 | |
LNS14000000 | 1959 | M09 | 5.5 | |
LNS14000000 | 1959 | M10 | 5.7 | |
LNS14000000 | 1959 | M11 | 5.8 | |
LNS14000000 | 1959 | M12 | 5.3 | |
LNS14000000 | 1960 | M01 | 5.2 | |
LNS14000000 | 1960 | M02 | 4.8 | |
LNS14000000 | 1960 | M03 | 5.4 | |
LNS14000000 | 1960 | M04 | 5.2 | |
LNS14000000 | 1960 | M05 | 5.1 | |
LNS14000000 | 1960 | M06 | 5.4 | |
LNS14000000 | 1960 | M07 | 5.5 | |
LNS14000000 | 1960 | M08 | 5.6 | |
LNS14000000 | 1960 | M09 | 5.5 | |
LNS14000000 | 1960 | M10 | 6.1 | |
LNS14000000 | 1960 | M11 | 6.1 | |
LNS14000000 | 1960 | M12 | 6.6 | |
LNS14000000 | 1961 | M01 | 6.6 | |
LNS14000000 | 1961 | M02 | 6.9 | |
LNS14000000 | 1961 | M03 | 6.9 | |
LNS14000000 | 1961 | M04 | 7 | |
LNS14000000 | 1961 | M05 | 7.1 | |
LNS14000000 | 1961 | M06 | 6.9 | |
LNS14000000 | 1961 | M07 | 7 | |
LNS14000000 | 1961 | M08 | 6.6 | |
LNS14000000 | 1961 | M09 | 6.7 | |
LNS14000000 | 1961 | M10 | 6.5 | |
LNS14000000 | 1961 | M11 | 6.1 | |
LNS14000000 | 1961 | M12 | 6 | |
LNS14000000 | 1962 | M01 | 5.8 | |
LNS14000000 | 1962 | M02 | 5.5 | |
LNS14000000 | 1962 | M03 | 5.6 | |
LNS14000000 | 1962 | M04 | 5.6 | |
LNS14000000 | 1962 | M05 | 5.5 | |
LNS14000000 | 1962 | M06 | 5.5 | |
LNS14000000 | 1962 | M07 | 5.4 | |
LNS14000000 | 1962 | M08 | 5.7 | |
LNS14000000 | 1962 | M09 | 5.6 | |
LNS14000000 | 1962 | M10 | 5.4 | |
LNS14000000 | 1962 | M11 | 5.7 | |
LNS14000000 | 1962 | M12 | 5.5 | |
LNS14000000 | 1963 | M01 | 5.7 | |
LNS14000000 | 1963 | M02 | 5.9 | |
LNS14000000 | 1963 | M03 | 5.7 | |
LNS14000000 | 1963 | M04 | 5.7 | |
LNS14000000 | 1963 | M05 | 5.9 | |
LNS14000000 | 1963 | M06 | 5.6 | |
LNS14000000 | 1963 | M07 | 5.6 | |
LNS14000000 | 1963 | M08 | 5.4 | |
LNS14000000 | 1963 | M09 | 5.5 | |
LNS14000000 | 1963 | M10 | 5.5 | |
LNS14000000 | 1963 | M11 | 5.7 | |
LNS14000000 | 1963 | M12 | 5.5 | |
LNS14000000 | 1964 | M01 | 5.6 | |
LNS14000000 | 1964 | M02 | 5.4 | |
LNS14000000 | 1964 | M03 | 5.4 | |
LNS14000000 | 1964 | M04 | 5.3 | |
LNS14000000 | 1964 | M05 | 5.1 | |
LNS14000000 | 1964 | M06 | 5.2 | |
LNS14000000 | 1964 | M07 | 4.9 | |
LNS14000000 | 1964 | M08 | 5 | |
LNS14000000 | 1964 | M09 | 5.1 | |
LNS14000000 | 1964 | M10 | 5.1 | |
LNS14000000 | 1964 | M11 | 4.8 | |
LNS14000000 | 1964 | M12 | 5 | |
LNS14000000 | 1965 | M01 | 4.9 | |
LNS14000000 | 1965 | M02 | 5.1 | |
LNS14000000 | 1965 | M03 | 4.7 | |
LNS14000000 | 1965 | M04 | 4.8 | |
LNS14000000 | 1965 | M05 | 4.6 | |
LNS14000000 | 1965 | M06 | 4.6 | |
LNS14000000 | 1965 | M07 | 4.4 | |
LNS14000000 | 1965 | M08 | 4.4 | |
LNS14000000 | 1965 | M09 | 4.3 | |
LNS14000000 | 1965 | M10 | 4.2 | |
LNS14000000 | 1965 | M11 | 4.1 | |
LNS14000000 | 1965 | M12 | 4 | |
LNS14000000 | 1966 | M01 | 4 | |
LNS14000000 | 1966 | M02 | 3.8 | |
LNS14000000 | 1966 | M03 | 3.8 | |
LNS14000000 | 1966 | M04 | 3.8 | |
LNS14000000 | 1966 | M05 | 3.9 | |
LNS14000000 | 1966 | M06 | 3.8 | |
LNS14000000 | 1966 | M07 | 3.8 | |
LNS14000000 | 1966 | M08 | 3.8 | |
LNS14000000 | 1966 | M09 | 3.7 | |
LNS14000000 | 1966 | M10 | 3.7 | |
LNS14000000 | 1966 | M11 | 3.6 | |
LNS14000000 | 1966 | M12 | 3.8 | |
LNS14000000 | 1967 | M01 | 3.9 | |
LNS14000000 | 1967 | M02 | 3.8 | |
LNS14000000 | 1967 | M03 | 3.8 | |
LNS14000000 | 1967 | M04 | 3.8 | |
LNS14000000 | 1967 | M05 | 3.8 | |
LNS14000000 | 1967 | M06 | 3.9 | |
LNS14000000 | 1967 | M07 | 3.8 | |
LNS14000000 | 1967 | M08 | 3.8 | |
LNS14000000 | 1967 | M09 | 3.8 | |
LNS14000000 | 1967 | M10 | 4 | |
LNS14000000 | 1967 | M11 | 3.9 | |
LNS14000000 | 1967 | M12 | 3.8 | |
LNS14000000 | 1968 | M01 | 3.7 | |
LNS14000000 | 1968 | M02 | 3.8 | |
LNS14000000 | 1968 | M03 | 3.7 | |
LNS14000000 | 1968 | M04 | 3.5 | |
LNS14000000 | 1968 | M05 | 3.5 | |
LNS14000000 | 1968 | M06 | 3.7 | |
LNS14000000 | 1968 | M07 | 3.7 | |
LNS14000000 | 1968 | M08 | 3.5 | |
LNS14000000 | 1968 | M09 | 3.4 | |
LNS14000000 | 1968 | M10 | 3.4 | |
LNS14000000 | 1968 | M11 | 3.4 | |
LNS14000000 | 1968 | M12 | 3.4 | |
LNS14000000 | 1969 | M01 | 3.4 | |
LNS14000000 | 1969 | M02 | 3.4 | |
LNS14000000 | 1969 | M03 | 3.4 | |
LNS14000000 | 1969 | M04 | 3.4 | |
LNS14000000 | 1969 | M05 | 3.4 | |
LNS14000000 | 1969 | M06 | 3.5 | |
LNS14000000 | 1969 | M07 | 3.5 | |
LNS14000000 | 1969 | M08 | 3.5 | |
LNS14000000 | 1969 | M09 | 3.7 | |
LNS14000000 | 1969 | M10 | 3.7 | |
LNS14000000 | 1969 | M11 | 3.5 | |
LNS14000000 | 1969 | M12 | 3.5 | |
LNS14000000 | 1970 | M01 | 3.9 | |
LNS14000000 | 1970 | M02 | 4.2 | |
LNS14000000 | 1970 | M03 | 4.4 | |
LNS14000000 | 1970 | M04 | 4.6 | |
LNS14000000 | 1970 | M05 | 4.8 | |
LNS14000000 | 1970 | M06 | 4.9 | |
LNS14000000 | 1970 | M07 | 5 | |
LNS14000000 | 1970 | M08 | 5.1 | |
LNS14000000 | 1970 | M09 | 5.4 | |
LNS14000000 | 1970 | M10 | 5.5 | |
LNS14000000 | 1970 | M11 | 5.9 | |
LNS14000000 | 1970 | M12 | 6.1 | |
LNS14000000 | 1971 | M01 | 5.9 | |
LNS14000000 | 1971 | M02 | 5.9 | |
LNS14000000 | 1971 | M03 | 6 | |
LNS14000000 | 1971 | M04 | 5.9 | |
LNS14000000 | 1971 | M05 | 5.9 | |
LNS14000000 | 1971 | M06 | 5.9 | |
LNS14000000 | 1971 | M07 | 6 | |
LNS14000000 | 1971 | M08 | 6.1 | |
LNS14000000 | 1971 | M09 | 6 | |
LNS14000000 | 1971 | M10 | 5.8 | |
LNS14000000 | 1971 | M11 | 6 | |
LNS14000000 | 1971 | M12 | 6 | |
LNS14000000 | 1972 | M01 | 5.8 | |
LNS14000000 | 1972 | M02 | 5.7 | |
LNS14000000 | 1972 | M03 | 5.8 | |
LNS14000000 | 1972 | M04 | 5.7 | |
LNS14000000 | 1972 | M05 | 5.7 | |
LNS14000000 | 1972 | M06 | 5.7 | |
LNS14000000 | 1972 | M07 | 5.6 | |
LNS14000000 | 1972 | M08 | 5.6 | |
LNS14000000 | 1972 | M09 | 5.5 | |
LNS14000000 | 1972 | M10 | 5.6 | |
LNS14000000 | 1972 | M11 | 5.3 | |
LNS14000000 | 1972 | M12 | 5.2 | |
LNS14000000 | 1973 | M01 | 4.9 | |
LNS14000000 | 1973 | M02 | 5 | |
LNS14000000 | 1973 | M03 | 4.9 | |
LNS14000000 | 1973 | M04 | 5 | |
LNS14000000 | 1973 | M05 | 4.9 | |
LNS14000000 | 1973 | M06 | 4.9 | |
LNS14000000 | 1973 | M07 | 4.8 | |
LNS14000000 | 1973 | M08 | 4.8 | |
LNS14000000 | 1973 | M09 | 4.8 | |
LNS14000000 | 1973 | M10 | 4.6 | |
LNS14000000 | 1973 | M11 | 4.8 | |
LNS14000000 | 1973 | M12 | 4.9 | |
LNS14000000 | 1974 | M01 | 5.1 | |
LNS14000000 | 1974 | M02 | 5.2 | |
LNS14000000 | 1974 | M03 | 5.1 | |
LNS14000000 | 1974 | M04 | 5.1 | |
LNS14000000 | 1974 | M05 | 5.1 | |
LNS14000000 | 1974 | M06 | 5.4 | |
LNS14000000 | 1974 | M07 | 5.5 | |
LNS14000000 | 1974 | M08 | 5.5 | |
LNS14000000 | 1974 | M09 | 5.9 | |
LNS14000000 | 1974 | M10 | 6 | |
LNS14000000 | 1974 | M11 | 6.6 | |
LNS14000000 | 1974 | M12 | 7.2 | |
LNS14000000 | 1975 | M01 | 8.1 | |
LNS14000000 | 1975 | M02 | 8.1 | |
LNS14000000 | 1975 | M03 | 8.6 | |
LNS14000000 | 1975 | M04 | 8.8 | |
LNS14000000 | 1975 | M05 | 9 | |
LNS14000000 | 1975 | M06 | 8.8 | |
LNS14000000 | 1975 | M07 | 8.6 | |
LNS14000000 | 1975 | M08 | 8.4 | |
LNS14000000 | 1975 | M09 | 8.4 | |
LNS14000000 | 1975 | M10 | 8.4 | |
LNS14000000 | 1975 | M11 | 8.3 | |
LNS14000000 | 1975 | M12 | 8.2 | |
LNS14000000 | 1976 | M01 | 7.9 | |
LNS14000000 | 1976 | M02 | 7.7 | |
LNS14000000 | 1976 | M03 | 7.6 | |
LNS14000000 | 1976 | M04 | 7.7 | |
LNS14000000 | 1976 | M05 | 7.4 | |
LNS14000000 | 1976 | M06 | 7.6 | |
LNS14000000 | 1976 | M07 | 7.8 | |
LNS14000000 | 1976 | M08 | 7.8 | |
LNS14000000 | 1976 | M09 | 7.6 | |
LNS14000000 | 1976 | M10 | 7.7 | |
LNS14000000 | 1976 | M11 | 7.8 | |
LNS14000000 | 1976 | M12 | 7.8 | |
LNS14000000 | 1977 | M01 | 7.5 | |
LNS14000000 | 1977 | M02 | 7.6 | |
LNS14000000 | 1977 | M03 | 7.4 | |
LNS14000000 | 1977 | M04 | 7.2 | |
LNS14000000 | 1977 | M05 | 7 | |
LNS14000000 | 1977 | M06 | 7.2 | |
LNS14000000 | 1977 | M07 | 6.9 | |
LNS14000000 | 1977 | M08 | 7 | |
LNS14000000 | 1977 | M09 | 6.8 | |
LNS14000000 | 1977 | M10 | 6.8 | |
LNS14000000 | 1977 | M11 | 6.8 | |
LNS14000000 | 1977 | M12 | 6.4 | |
LNS14000000 | 1978 | M01 | 6.4 | |
LNS14000000 | 1978 | M02 | 6.3 | |
LNS14000000 | 1978 | M03 | 6.3 | |
LNS14000000 | 1978 | M04 | 6.1 | |
LNS14000000 | 1978 | M05 | 6 | |
LNS14000000 | 1978 | M06 | 5.9 | |
LNS14000000 | 1978 | M07 | 6.2 | |
LNS14000000 | 1978 | M08 | 5.9 | |
LNS14000000 | 1978 | M09 | 6 | |
LNS14000000 | 1978 | M10 | 5.8 | |
LNS14000000 | 1978 | M11 | 5.9 | |
LNS14000000 | 1978 | M12 | 6 | |
LNS14000000 | 1979 | M01 | 5.9 | |
LNS14000000 | 1979 | M02 | 5.9 | |
LNS14000000 | 1979 | M03 | 5.8 | |
LNS14000000 | 1979 | M04 | 5.8 | |
LNS14000000 | 1979 | M05 | 5.6 | |
LNS14000000 | 1979 | M06 | 5.7 | |
LNS14000000 | 1979 | M07 | 5.7 | |
LNS14000000 | 1979 | M08 | 6 | |
LNS14000000 | 1979 | M09 | 5.9 | |
LNS14000000 | 1979 | M10 | 6 | |
LNS14000000 | 1979 | M11 | 5.9 | |
LNS14000000 | 1979 | M12 | 6 | |
LNS14000000 | 1980 | M01 | 6.3 | |
LNS14000000 | 1980 | M02 | 6.3 | |
LNS14000000 | 1980 | M03 | 6.3 | |
LNS14000000 | 1980 | M04 | 6.9 | |
LNS14000000 | 1980 | M05 | 7.5 | |
LNS14000000 | 1980 | M06 | 7.6 | |
LNS14000000 | 1980 | M07 | 7.8 | |
LNS14000000 | 1980 | M08 | 7.7 | |
LNS14000000 | 1980 | M09 | 7.5 | |
LNS14000000 | 1980 | M10 | 7.5 | |
LNS14000000 | 1980 | M11 | 7.5 | |
LNS14000000 | 1980 | M12 | 7.2 | |
LNS14000000 | 1981 | M01 | 7.5 | |
LNS14000000 | 1981 | M02 | 7.4 | |
LNS14000000 | 1981 | M03 | 7.4 | |
LNS14000000 | 1981 | M04 | 7.2 | |
LNS14000000 | 1981 | M05 | 7.5 | |
LNS14000000 | 1981 | M06 | 7.5 | |
LNS14000000 | 1981 | M07 | 7.2 | |
LNS14000000 | 1981 | M08 | 7.4 | |
LNS14000000 | 1981 | M09 | 7.6 | |
LNS14000000 | 1981 | M10 | 7.9 | |
LNS14000000 | 1981 | M11 | 8.3 | |
LNS14000000 | 1981 | M12 | 8.5 | |
LNS14000000 | 1982 | M01 | 8.6 | |
LNS14000000 | 1982 | M02 | 8.9 | |
LNS14000000 | 1982 | M03 | 9 | |
LNS14000000 | 1982 | M04 | 9.3 | |
LNS14000000 | 1982 | M05 | 9.4 | |
LNS14000000 | 1982 | M06 | 9.6 | |
LNS14000000 | 1982 | M07 | 9.8 | |
LNS14000000 | 1982 | M08 | 9.8 | |
LNS14000000 | 1982 | M09 | 10.1 | |
LNS14000000 | 1982 | M10 | 10.4 | |
LNS14000000 | 1982 | M11 | 10.8 | |
LNS14000000 | 1982 | M12 | 10.8 | |
LNS14000000 | 1983 | M01 | 10.4 | |
LNS14000000 | 1983 | M02 | 10.4 | |
LNS14000000 | 1983 | M03 | 10.3 | |
LNS14000000 | 1983 | M04 | 10.2 | |
LNS14000000 | 1983 | M05 | 10.1 | |
LNS14000000 | 1983 | M06 | 10.1 | |
LNS14000000 | 1983 | M07 | 9.4 | |
LNS14000000 | 1983 | M08 | 9.5 | |
LNS14000000 | 1983 | M09 | 9.2 | |
LNS14000000 | 1983 | M10 | 8.8 | |
LNS14000000 | 1983 | M11 | 8.5 | |
LNS14000000 | 1983 | M12 | 8.3 | |
LNS14000000 | 1984 | M01 | 8 | |
LNS14000000 | 1984 | M02 | 7.8 | |
LNS14000000 | 1984 | M03 | 7.8 | |
LNS14000000 | 1984 | M04 | 7.7 | |
LNS14000000 | 1984 | M05 | 7.4 | |
LNS14000000 | 1984 | M06 | 7.2 | |
LNS14000000 | 1984 | M07 | 7.5 | |
LNS14000000 | 1984 | M08 | 7.5 | |
LNS14000000 | 1984 | M09 | 7.3 | |
LNS14000000 | 1984 | M10 | 7.4 | |
LNS14000000 | 1984 | M11 | 7.2 | |
LNS14000000 | 1984 | M12 | 7.3 | |
LNS14000000 | 1985 | M01 | 7.3 | |
LNS14000000 | 1985 | M02 | 7.2 | |
LNS14000000 | 1985 | M03 | 7.2 | |
LNS14000000 | 1985 | M04 | 7.3 | |
LNS14000000 | 1985 | M05 | 7.2 | |
LNS14000000 | 1985 | M06 | 7.4 | |
LNS14000000 | 1985 | M07 | 7.4 | |
LNS14000000 | 1985 | M08 | 7.1 | |
LNS14000000 | 1985 | M09 | 7.1 | |
LNS14000000 | 1985 | M10 | 7.1 | |
LNS14000000 | 1985 | M11 | 7 | |
LNS14000000 | 1985 | M12 | 7 | |
LNS14000000 | 1986 | M01 | 6.7 | |
LNS14000000 | 1986 | M02 | 7.2 | |
LNS14000000 | 1986 | M03 | 7.2 | |
LNS14000000 | 1986 | M04 | 7.1 | |
LNS14000000 | 1986 | M05 | 7.2 | |
LNS14000000 | 1986 | M06 | 7.2 | |
LNS14000000 | 1986 | M07 | 7 | |
LNS14000000 | 1986 | M08 | 6.9 | |
LNS14000000 | 1986 | M09 | 7 | |
LNS14000000 | 1986 | M10 | 7 | |
LNS14000000 | 1986 | M11 | 6.9 | |
LNS14000000 | 1986 | M12 | 6.6 | |
LNS14000000 | 1987 | M01 | 6.6 | |
LNS14000000 | 1987 | M02 | 6.6 | |
LNS14000000 | 1987 | M03 | 6.6 | |
LNS14000000 | 1987 | M04 | 6.3 | |
LNS14000000 | 1987 | M05 | 6.3 | |
LNS14000000 | 1987 | M06 | 6.2 | |
LNS14000000 | 1987 | M07 | 6.1 | |
LNS14000000 | 1987 | M08 | 6 | |
LNS14000000 | 1987 | M09 | 5.9 | |
LNS14000000 | 1987 | M10 | 6 | |
LNS14000000 | 1987 | M11 | 5.8 | |
LNS14000000 | 1987 | M12 | 5.7 | |
LNS14000000 | 1988 | M01 | 5.7 | |
LNS14000000 | 1988 | M02 | 5.7 | |
LNS14000000 | 1988 | M03 | 5.7 | |
LNS14000000 | 1988 | M04 | 5.4 | |
LNS14000000 | 1988 | M05 | 5.6 | |
LNS14000000 | 1988 | M06 | 5.4 | |
LNS14000000 | 1988 | M07 | 5.4 | |
LNS14000000 | 1988 | M08 | 5.6 | |
LNS14000000 | 1988 | M09 | 5.4 | |
LNS14000000 | 1988 | M10 | 5.4 | |
LNS14000000 | 1988 | M11 | 5.3 | |
LNS14000000 | 1988 | M12 | 5.3 | |
LNS14000000 | 1989 | M01 | 5.4 | |
LNS14000000 | 1989 | M02 | 5.2 | |
LNS14000000 | 1989 | M03 | 5 | |
LNS14000000 | 1989 | M04 | 5.2 | |
LNS14000000 | 1989 | M05 | 5.2 | |
LNS14000000 | 1989 | M06 | 5.3 | |
LNS14000000 | 1989 | M07 | 5.2 | |
LNS14000000 | 1989 | M08 | 5.2 | |
LNS14000000 | 1989 | M09 | 5.3 | |
LNS14000000 | 1989 | M10 | 5.3 | |
LNS14000000 | 1989 | M11 | 5.4 | |
LNS14000000 | 1989 | M12 | 5.4 | |
LNS14000000 | 1990 | M01 | 5.4 | |
LNS14000000 | 1990 | M02 | 5.3 | |
LNS14000000 | 1990 | M03 | 5.2 | |
LNS14000000 | 1990 | M04 | 5.4 | |
LNS14000000 | 1990 | M05 | 5.4 | |
LNS14000000 | 1990 | M06 | 5.2 | |
LNS14000000 | 1990 | M07 | 5.5 | |
LNS14000000 | 1990 | M08 | 5.7 | |
LNS14000000 | 1990 | M09 | 5.9 | |
LNS14000000 | 1990 | M10 | 5.9 | |
LNS14000000 | 1990 | M11 | 6.2 | |
LNS14000000 | 1990 | M12 | 6.3 | |
LNS14000000 | 1991 | M01 | 6.4 | |
LNS14000000 | 1991 | M02 | 6.6 | |
LNS14000000 | 1991 | M03 | 6.8 | |
LNS14000000 | 1991 | M04 | 6.7 | |
LNS14000000 | 1991 | M05 | 6.9 | |
LNS14000000 | 1991 | M06 | 6.9 | |
LNS14000000 | 1991 | M07 | 6.8 | |
LNS14000000 | 1991 | M08 | 6.9 | |
LNS14000000 | 1991 | M09 | 6.9 | |
LNS14000000 | 1991 | M10 | 7 | |
LNS14000000 | 1991 | M11 | 7 | |
LNS14000000 | 1991 | M12 | 7.3 | |
LNS14000000 | 1992 | M01 | 7.3 | |
LNS14000000 | 1992 | M02 | 7.4 | |
LNS14000000 | 1992 | M03 | 7.4 | |
LNS14000000 | 1992 | M04 | 7.4 | |
LNS14000000 | 1992 | M05 | 7.6 | |
LNS14000000 | 1992 | M06 | 7.8 | |
LNS14000000 | 1992 | M07 | 7.7 | |
LNS14000000 | 1992 | M08 | 7.6 | |
LNS14000000 | 1992 | M09 | 7.6 | |
LNS14000000 | 1992 | M10 | 7.3 | |
LNS14000000 | 1992 | M11 | 7.4 | |
LNS14000000 | 1992 | M12 | 7.4 | |
LNS14000000 | 1993 | M01 | 7.3 | |
LNS14000000 | 1993 | M02 | 7.1 | |
LNS14000000 | 1993 | M03 | 7 | |
LNS14000000 | 1993 | M04 | 7.1 | |
LNS14000000 | 1993 | M05 | 7.1 | |
LNS14000000 | 1993 | M06 | 7 | |
LNS14000000 | 1993 | M07 | 6.9 | |
LNS14000000 | 1993 | M08 | 6.8 | |
LNS14000000 | 1993 | M09 | 6.7 | |
LNS14000000 | 1993 | M10 | 6.8 | |
LNS14000000 | 1993 | M11 | 6.6 | |
LNS14000000 | 1993 | M12 | 6.5 | |
LNS14000000 | 1994 | M01 | 6.6 | |
LNS14000000 | 1994 | M02 | 6.6 | |
LNS14000000 | 1994 | M03 | 6.5 | |
LNS14000000 | 1994 | M04 | 6.4 | |
LNS14000000 | 1994 | M05 | 6.1 | |
LNS14000000 | 1994 | M06 | 6.1 | |
LNS14000000 | 1994 | M07 | 6.1 | |
LNS14000000 | 1994 | M08 | 6 | |
LNS14000000 | 1994 | M09 | 5.9 | |
LNS14000000 | 1994 | M10 | 5.8 | |
LNS14000000 | 1994 | M11 | 5.6 | |
LNS14000000 | 1994 | M12 | 5.5 | |
LNS14000000 | 1995 | M01 | 5.6 | |
LNS14000000 | 1995 | M02 | 5.4 | |
LNS14000000 | 1995 | M03 | 5.4 | |
LNS14000000 | 1995 | M04 | 5.8 | |
LNS14000000 | 1995 | M05 | 5.6 | |
LNS14000000 | 1995 | M06 | 5.6 | |
LNS14000000 | 1995 | M07 | 5.7 | |
LNS14000000 | 1995 | M08 | 5.7 | |
LNS14000000 | 1995 | M09 | 5.6 | |
LNS14000000 | 1995 | M10 | 5.5 | |
LNS14000000 | 1995 | M11 | 5.6 | |
LNS14000000 | 1995 | M12 | 5.6 | |
LNS14000000 | 1996 | M01 | 5.6 | |
LNS14000000 | 1996 | M02 | 5.5 | |
LNS14000000 | 1996 | M03 | 5.5 | |
LNS14000000 | 1996 | M04 | 5.6 | |
LNS14000000 | 1996 | M05 | 5.6 | |
LNS14000000 | 1996 | M06 | 5.3 | |
LNS14000000 | 1996 | M07 | 5.5 | |
LNS14000000 | 1996 | M08 | 5.1 | |
LNS14000000 | 1996 | M09 | 5.2 | |
LNS14000000 | 1996 | M10 | 5.2 | |
LNS14000000 | 1996 | M11 | 5.4 | |
LNS14000000 | 1996 | M12 | 5.4 | |
LNS14000000 | 1997 | M01 | 5.3 | |
LNS14000000 | 1997 | M02 | 5.2 | |
LNS14000000 | 1997 | M03 | 5.2 | |
LNS14000000 | 1997 | M04 | 5.1 | |
LNS14000000 | 1997 | M05 | 4.9 | |
LNS14000000 | 1997 | M06 | 5 | |
LNS14000000 | 1997 | M07 | 4.9 | |
LNS14000000 | 1997 | M08 | 4.8 | |
LNS14000000 | 1997 | M09 | 4.9 | |
LNS14000000 | 1997 | M10 | 4.7 | |
LNS14000000 | 1997 | M11 | 4.6 | |
LNS14000000 | 1997 | M12 | 4.7 | |
LNS14000000 | 1998 | M01 | 4.6 | |
LNS14000000 | 1998 | M02 | 4.6 | |
LNS14000000 | 1998 | M03 | 4.7 | |
LNS14000000 | 1998 | M04 | 4.3 | |
LNS14000000 | 1998 | M05 | 4.4 | |
LNS14000000 | 1998 | M06 | 4.5 | |
LNS14000000 | 1998 | M07 | 4.5 | |
LNS14000000 | 1998 | M08 | 4.5 | |
LNS14000000 | 1998 | M09 | 4.6 | |
LNS14000000 | 1998 | M10 | 4.5 | |
LNS14000000 | 1998 | M11 | 4.4 | |
LNS14000000 | 1998 | M12 | 4.4 | |
LNS14000000 | 1999 | M01 | 4.3 | |
LNS14000000 | 1999 | M02 | 4.4 | |
LNS14000000 | 1999 | M03 | 4.2 | |
LNS14000000 | 1999 | M04 | 4.3 | |
LNS14000000 | 1999 | M05 | 4.2 | |
LNS14000000 | 1999 | M06 | 4.3 | |
LNS14000000 | 1999 | M07 | 4.3 | |
LNS14000000 | 1999 | M08 | 4.2 | |
LNS14000000 | 1999 | M09 | 4.2 | |
LNS14000000 | 1999 | M10 | 4.1 | |
LNS14000000 | 1999 | M11 | 4.1 | |
LNS14000000 | 1999 | M12 | 4 | |
LNS14000000 | 2000 | M01 | 4 | |
LNS14000000 | 2000 | M02 | 4.1 | |
LNS14000000 | 2000 | M03 | 4 | |
LNS14000000 | 2000 | M04 | 3.8 | |
LNS14000000 | 2000 | M05 | 4 | |
LNS14000000 | 2000 | M06 | 4 | |
LNS14000000 | 2000 | M07 | 4 | |
LNS14000000 | 2000 | M08 | 4.1 | |
LNS14000000 | 2000 | M09 | 3.9 | |
LNS14000000 | 2000 | M10 | 3.9 | |
LNS14000000 | 2000 | M11 | 3.9 | |
LNS14000000 | 2000 | M12 | 3.9 | |
LNS14000000 | 2001 | M01 | 4.2 | |
LNS14000000 | 2001 | M02 | 4.2 | |
LNS14000000 | 2001 | M03 | 4.3 | |
LNS14000000 | 2001 | M04 | 4.4 | |
LNS14000000 | 2001 | M05 | 4.3 | |
LNS14000000 | 2001 | M06 | 4.5 | |
LNS14000000 | 2001 | M07 | 4.6 | |
LNS14000000 | 2001 | M08 | 4.9 | |
LNS14000000 | 2001 | M09 | 5 | |
LNS14000000 | 2001 | M10 | 5.3 | |
LNS14000000 | 2001 | M11 | 5.5 | |
LNS14000000 | 2001 | M12 | 5.7 | |
LNS14000000 | 2002 | M01 | 5.7 | |
LNS14000000 | 2002 | M02 | 5.7 | |
LNS14000000 | 2002 | M03 | 5.7 | |
LNS14000000 | 2002 | M04 | 5.9 | |
LNS14000000 | 2002 | M05 | 5.8 | |
LNS14000000 | 2002 | M06 | 5.8 | |
LNS14000000 | 2002 | M07 | 5.8 | |
LNS14000000 | 2002 | M08 | 5.7 | |
LNS14000000 | 2002 | M09 | 5.7 | |
LNS14000000 | 2002 | M10 | 5.7 | |
LNS14000000 | 2002 | M11 | 5.9 | |
LNS14000000 | 2002 | M12 | 6 | |
LNS14000000 | 2003 | M01 | 5.8 | |
LNS14000000 | 2003 | M02 | 5.9 | |
LNS14000000 | 2003 | M03 | 5.9 | |
LNS14000000 | 2003 | M04 | 6 | |
LNS14000000 | 2003 | M05 | 6.1 | |
LNS14000000 | 2003 | M06 | 6.3 | |
LNS14000000 | 2003 | M07 | 6.2 | |
LNS14000000 | 2003 | M08 | 6.1 | |
LNS14000000 | 2003 | M09 | 6.1 | |
LNS14000000 | 2003 | M10 | 6 | |
LNS14000000 | 2003 | M11 | 5.8 | |
LNS14000000 | 2003 | M12 | 5.7 | |
LNS14000000 | 2004 | M01 | 5.7 | |
LNS14000000 | 2004 | M02 | 5.6 | |
LNS14000000 | 2004 | M03 | 5.8 | |
LNS14000000 | 2004 | M04 | 5.6 | |
LNS14000000 | 2004 | M05 | 5.6 | |
LNS14000000 | 2004 | M06 | 5.6 | |
LNS14000000 | 2004 | M07 | 5.5 | |
LNS14000000 | 2004 | M08 | 5.4 | |
LNS14000000 | 2004 | M09 | 5.4 | |
LNS14000000 | 2004 | M10 | 5.5 | |
LNS14000000 | 2004 | M11 | 5.4 | |
LNS14000000 | 2004 | M12 | 5.4 | |
LNS14000000 | 2005 | M01 | 5.3 | |
LNS14000000 | 2005 | M02 | 5.4 | |
LNS14000000 | 2005 | M03 | 5.2 | |
LNS14000000 | 2005 | M04 | 5.2 | |
LNS14000000 | 2005 | M05 | 5.1 | |
LNS14000000 | 2005 | M06 | 5 | |
LNS14000000 | 2005 | M07 | 5 | |
LNS14000000 | 2005 | M08 | 4.9 | |
LNS14000000 | 2005 | M09 | 5 | |
LNS14000000 | 2005 | M10 | 5 | |
LNS14000000 | 2005 | M11 | 5 | |
LNS14000000 | 2005 | M12 | 4.9 | |
LNS14000000 | 2006 | M01 | 4.7 | |
LNS14000000 | 2006 | M02 | 4.8 | |
LNS14000000 | 2006 | M03 | 4.7 | |
LNS14000000 | 2006 | M04 | 4.7 | |
LNS14000000 | 2006 | M05 | 4.6 | |
LNS14000000 | 2006 | M06 | 4.6 | |
LNS14000000 | 2006 | M07 | 4.7 | |
LNS14000000 | 2006 | M08 | 4.7 | |
LNS14000000 | 2006 | M09 | 4.5 | |
LNS14000000 | 2006 | M10 | 4.4 | |
LNS14000000 | 2006 | M11 | 4.5 | |
LNS14000000 | 2006 | M12 | 4.4 | |
LNS14000000 | 2007 | M01 | 4.6 | |
LNS14000000 | 2007 | M02 | 4.5 | |
LNS14000000 | 2007 | M03 | 4.4 | |
LNS14000000 | 2007 | M04 | 4.5 | |
LNS14000000 | 2007 | M05 | 4.4 | |
LNS14000000 | 2007 | M06 | 4.6 | |
LNS14000000 | 2007 | M07 | 4.6 | |
LNS14000000 | 2007 | M08 | 4.6 | |
LNS14000000 | 2007 | M09 | 4.7 | |
LNS14000000 | 2007 | M10 | 4.7 | |
LNS14000000 | 2007 | M11 | 4.7 | |
LNS14000000 | 2007 | M12 | 5 | |
LNS14000000 | 2008 | M01 | 5 | |
LNS14000000 | 2008 | M02 | 4.8 | |
LNS14000000 | 2008 | M03 | 5.1 | |
LNS14000000 | 2008 | M04 | 5 | |
LNS14000000 | 2008 | M05 | 5.4 | |
LNS14000000 | 2008 | M06 | 5.5 | |
LNS14000000 | 2008 | M07 | 5.8 | |
LNS14000000 | 2008 | M08 | 6.1 | |
LNS14000000 | 2008 | M09 | 6.2 | |
LNS14000000 | 2008 | M10 | 6.6 | |
LNS14000000 | 2008 | M11 | 6.9 | |
LNS14000000 | 2008 | M12 | 7.4 | |
LNS14000000 | 2009 | M01 | 7.7 | |
LNS14000000 | 2009 | M02 | 8.2 | |
LNS14000000 | 2009 | M03 | 8.6 | |
LNS14000000 | 2009 | M04 | 8.9 | |
LNS14000000 | 2009 | M05 | 9.4 | |
LNS14000000 | 2009 | M06 | 9.5 | |
LNS14000000 | 2009 | M07 | 9.4 | |
LNS14000000 | 2009 | M08 | 9.7 | |
LNS14000000 | 2009 | M09 | 9.8 | |
LNS14000000 | 2009 | M10 | 10.1 | |
LNS14000000 | 2009 | M11 | 10 | |
LNS14000000 | 2009 | M12 | 10 | |
LNS14000000 | 2010 | M01 | 9.7 | |
LNS14000000 | 2010 | M02 | 9.7 |