Mercurial > repos > goeckslab > scimap_mcmicro_to_anndata
changeset 2:4c767e1a9e7c draft
planemo upload for repository https://github.com/goeckslab/tools-mti/tree/main/tools/scimap commit 9fb5578191db8a559191e45156cfb95350f01aea
author | goeckslab |
---|---|
date | Mon, 10 Jun 2024 18:45:21 +0000 |
parents | 8ca435ec19be |
children | 8c55377d7f06 |
files | anndata_to_csv.py main_macros.xml mcmicro_to_anndata.py mcmicro_to_anndata.xml scimap_phenotyping.py scimap_plotting.py test-data/imc.h5ad test-data/mcmicro_output.csv test-data/tutorial_data.h5ad test-data/tutorial_data_pheno.h5ad |
diffstat | 10 files changed, 239 insertions(+), 4345 deletions(-) [+] |
line wrap: on
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/anndata_to_csv.py Mon Jun 10 18:45:21 2024 +0000 @@ -0,0 +1,45 @@ +import argparse +import json +import warnings + +import scimap as sm +from anndata import read_h5ad + + +def main(inputs, outfile): + """ + Parameters + --------- + inputs : str + File path to galaxy tool parameter. + anndata : str + File path to anndata. + output : str + File path to output. + """ + warnings.simplefilter('ignore') + + with open(inputs, 'r') as param_handler: + params = json.load(param_handler) + + adata = read_h5ad(params['anndata']) + + if params['layer'] == 'x': + params['layer'] = None + + df = sm.hl.scimap_to_csv( + adata=adata, + layer=params['layer'], + CellID=params['cellid'], + ) + + df.to_csv(outfile, index=False) + + +if __name__ == '__main__': + aparser = argparse.ArgumentParser() + aparser.add_argument("-i", "--inputs", dest="inputs", required=True) + aparser.add_argument("-e", "--outfile", dest="outfile", required=True) + args = aparser.parse_args() + + main(args.inputs, args.outfile)
--- a/main_macros.xml Mon Aug 29 23:54:52 2022 +0000 +++ b/main_macros.xml Mon Jun 10 18:45:21 2024 +0000 @@ -1,5 +1,5 @@ <macros> - <token name="@TOOL_VERSION@">0.17.7</token> + <token name="@TOOL_VERSION@">2.1.0</token> <token name="@VERSION_SUFFIX@">0</token> <token name="@PROFILE@">20.01</token>
--- a/mcmicro_to_anndata.py Mon Aug 29 23:54:52 2022 +0000 +++ b/mcmicro_to_anndata.py Mon Jun 10 18:45:21 2024 +0000 @@ -31,7 +31,11 @@ if v == '': options[k] = None - adata = sm.pp.mcmicro_to_scimap(image_path, drop_markers=drop_markers, **options) + adata = sm.pp.mcmicro_to_scimap( + image_path, + drop_markers=drop_markers, + **options + ) adata.write(outfile)
--- a/mcmicro_to_anndata.xml Mon Aug 29 23:54:52 2022 +0000 +++ b/mcmicro_to_anndata.xml Mon Jun 10 18:45:21 2024 +0000 @@ -6,7 +6,7 @@ <expand macro="scimap_requirements" /> <expand macro="macro_stdio" /> <version_command>echo "@VERSION@"</version_command> - <command> + <command detect_errors="aggressive"> <![CDATA[ python '$__tool_directory__/mcmicro_to_anndata.py' --inputs '$inputs' @@ -56,6 +56,5 @@ ]]> </help> - <citations> - </citations> + <expand macro="citations" /> </tool>
--- a/scimap_phenotyping.py Mon Aug 29 23:54:52 2022 +0000 +++ b/scimap_phenotyping.py Mon Jun 10 18:45:21 2024 +0000 @@ -9,11 +9,12 @@ def main( adata, output, + log, gating_workflow, gating_workflow_ext, manual_gates=None, manual_gates_ext=None, - rescale_plots=False + random_state=0 ): """ Parameter @@ -22,6 +23,8 @@ File path to the input AnnData. output : str File path to the output AnnData. + log: bool + Boolean whether to log the input data prior to rescaling gating_workflow : str File path to the gating workflow. gating_workflow_ext : str @@ -30,8 +33,8 @@ File path to the munual gating. manual_gates_ext : str Datatype for munual gate, either 'csv' or 'tabular'. - rescale_plots : boolean - Save plots from rescaling. + random_state: int + The seed used by the random number generator for GMM in sm.pp.rescale """ warnings.simplefilter('ignore') @@ -41,13 +44,22 @@ sep = ',' if manual_gates_ext == 'csv' else '\t' manual_gates = pd.read_csv(manual_gates, sep=sep) - adata = sm.pp.rescale(adata, gate=manual_gates, save_fig=rescale_plots) + adata = sm.pp.rescale( + adata, + gate=manual_gates, + log=log, + random_state=random_state + ) # Phenotype cells # Load the gating workflow sep = ',' if gating_workflow_ext == 'csv' else '\t' phenotype = pd.read_csv(gating_workflow, sep=sep) - adata = sm.tl.phenotype_cells(adata, phenotype=phenotype, label="phenotype") + adata = sm.tl.phenotype_cells( + adata, + phenotype=phenotype, + label="phenotype" + ) # Summary of the phenotyping print(adata.obs['phenotype'].value_counts()) @@ -59,15 +71,50 @@ aparser = argparse.ArgumentParser() aparser.add_argument("-a", "--adata", dest="adata", required=True) aparser.add_argument("-o", "--output", dest="output", required=True) - aparser.add_argument("-g", "--gating_workflow", dest="gating_workflow", required=True) - aparser.add_argument("-s", "--gating_workflow_ext", dest="gating_workflow_ext", required=True) - aparser.add_argument("-m", "--manual_gates", dest="manual_gates", required=False) - aparser.add_argument("-S", "--manual_gates_ext", dest="manual_gates_ext", required=False) - aparser.add_argument("-p", "--rescale_plots", dest="rescale_plots", action="store_true", - default=False, required=False) + aparser.add_argument("-l", "--log", dest="log", action="store_true") + aparser.add_argument( + "-g", + "--gating_workflow", + dest="gating_workflow", + required=True + ) + aparser.add_argument( + "-s", + "--gating_workflow_ext", + dest="gating_workflow_ext", + required=True + ) + aparser.add_argument( + "-m", + "--manual_gates", + dest="manual_gates", + required=False + ) + aparser.add_argument( + "-S", + "--manual_gates_ext", + dest="manual_gates_ext", + required=False + ) + aparser.add_argument( + "--random_state", + dest="random_state", + type=int, + required=False + ) args = aparser.parse_args() - main(args.adata, args.output, args.gating_workflow, - args.gating_workflow_ext, args.manual_gates, - args.manual_gates_ext, args.rescale_plots) + if args.log: + print("\n adata.raw.X will be log1p transformed \n") + + main( + adata=args.adata, + output=args.output, + log=args.log, + gating_workflow=args.gating_workflow, + gating_workflow_ext=args.gating_workflow_ext, + manual_gates=args.manual_gates, + manual_gates_ext=args.manual_gates_ext, + random_state=args.random_state + )
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/scimap_plotting.py Mon Jun 10 18:45:21 2024 +0000 @@ -0,0 +1,125 @@ +import argparse +import json +import os +import warnings + +import matplotlib.pylab as plt +import numpy as np +import scimap as sm +import seaborn as sns +from anndata import read_h5ad + +sns.set(color_codes=True) + + +def main(inputs, anndata, output): + """ + Parameter + --------- + inputs : str + File path to galaxy tool parameter. + anndata : str + File path to anndata containing phenotyping info. + output : str + File path to output. + """ + warnings.simplefilter('ignore') + + with open(inputs, 'r') as param_handler: + params = json.load(param_handler) + + adata = read_h5ad(anndata) + + tool = params['analyses']['selected_tool'] + options = params['analyses']['options'] + + if tool == 'stacked_barplot': + + # parse list text arguments + for o in options.copy(): + opt_list = options.pop(o) + if opt_list: + options[o] = [x.strip() for x in opt_list.split(',')] + + # add base args into options dict to pass to tool + options['x_axis'] = params['analyses']['x_axis'] + options['y_axis'] = params['analyses']['y_axis'] + options['method'] = params['analyses']['method'] + + options['return_data'] = True + + df = sm.pl.stacked_barplot(adata, **options) + + # Pick cmap to use + num_phenotypes = len(df.columns) - 1 + if num_phenotypes <= 9: + matplotlib_cmap = "Set1" + elif num_phenotypes > 9 and num_phenotypes <= 20: + matplotlib_cmap = plt.cm.tab20 + else: + matplotlib_cmap = plt.cm.gist_ncar + + # Plotting + sns.set_theme(style="white") + ax = df.plot.bar(stacked=True, cmap=matplotlib_cmap) + fig = ax.get_figure() + handles, labels = ax.get_legend_handles_labels() + ax.legend( + reversed(handles), + reversed(labels), + bbox_to_anchor=(1, 1), + loc='upper left' + ) + plt.tight_layout() + + # # save and close + fig.savefig('out.png', dpi=300) + plt.close(fig) + + if tool == 'voronoi': + + plt.style.use('fast') + + tool_func = getattr(sm.pl, tool) + + # x_lim/y_lim need to be parsed from comma-sep str to integer tuples + for lim in ['x_lim', 'y_lim']: + opt_list = options.pop(lim) + if opt_list: + options[lim] = [int(x.strip()) for x in opt_list.split(',')] + + # parse list text arguments + for cat in ['overlay_points_categories', 'overlay_drop_categories']: + opt_list = options.pop(cat) + if opt_list: + options[cat] = [x.strip() for x in opt_list.split(',')] + + # add base args into options dict to pass to tool + options['color_by'] = params['analyses']['color_by'] + options['x_coordinate'] = params['analyses']['x_coordinate'] + options['y_coordinate'] = params['analyses']['y_coordinate'] + + # fill any missing params with None as tool expects + for k, v in options.items(): + if v == '': + options[k] = None + + options['saveDir'] = os.getcwd() + options['fileName'] = 'out.png' + + if options['size_max'] is None: + options['size_max'] = np.inf + + # call the tool and unpack all options + tool_func(adata, **options) + + +if __name__ == '__main__': + aparser = argparse.ArgumentParser() + aparser.add_argument("-i", "--inputs", dest="inputs", required=True) + aparser.add_argument("-a", "--anndata", dest="anndata", required=True) + aparser.add_argument("-e", "--output", dest="output", required=True) + + args = aparser.parse_args() + + main(args.inputs, args.anndata, args.output)
--- a/test-data/mcmicro_output.csv Mon Aug 29 23:54:52 2022 +0000 +++ b/test-data/mcmicro_output.csv Mon Jun 10 18:45:21 2024 +0000 @@ -498,4329 +498,3 @@ 497,42428.94915,967.1186441,702.5762712,1137.59322,37041.13559,769.5254237,699.7966102,1651.576271,20054.16949,632.5762712,473.220339,1735.813559,27445.84746,1412.050847,3662.644068,5047.627119,9486.847458,1401.084746,451.4237288,2420.813559,18292.86441,419.3389831,891.2711864,474.4915254,21906.47458,428.0338983,134.9830508,5820.372881,18267.83051,1575.728814,1378.322034,2861.389831,14785.0678,610.6271186,304.4237288,4221.474576,11649.98305,947.8135593,470.7288136,1340.881356,8565.525424,922.2372881,190.3050847,4911.305085,7047.830508,1394.59322,241.440678,3259.491525,429.8644068,178.6440678,59,11.70055465,6.412084822,0.836468205,1,0.702380952,-0.357722233 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-1806,7304.903226,634.1935484,422.7096774,1053.612903,7585.225806,519.9677419,882.4193548,1480.064516,2865.516129,400.6129032,963.8064516,1762.483871,6096.645161,1122.193548,8273.83871,3103.516129,2208.83871,1033.225806,282.3225806,3828.967742,3913.677419,2701.387097,157.7096774,644.6774194,4802.064516,441.5806452,111.483871,6847.548387,3936.225806,2224.129032,683.3870968,2814.16129,3165.225806,1377.677419,207.8064516,9450.064516,2613.709677,978.3548387,339.9032258,1310.032258,1850.419355,595.516129,138.6129032,4642.870968,1613.064516,1019.387097,229.4193548,3091.967742,981.5483871,436.2580645,31,6.73831506,6.330303123,0.342688836,0.885714286,0.632653061,0.059466447 -1807,43417.76531,983.7142857,536.6734694,1132.153061,39224.57143,766.8061224,573.8265306,1702,22447.20408,610.4387755,566.7653061,1833.744898,31101.44898,1422.510204,4498.918367,3051.357143,11195.92857,1503.734694,400.6428571,2487.5,21000.19388,454.255102,380.5816327,631.3571429,24292.69388,453.2040816,137.6734694,3811.193878,19031.57143,1656.204082,752.4081633,2830.77551,16273.16327,724.5204082,316.2040816,1589.928571,13069.19388,912.7959184,476.9183673,1331.459184,10124.19388,746.7755102,184.1836735,4720.081633,8776.795918,1427.653061,126.0306122,3358.479592,369.6632653,439.7959184,98,11.43792205,11.1428315,0.225683463,0.91588785,0.579881657,0.292406411 -1808,22979.8593,763.9849246,574.9246231,1130.055276,13639.15075,564.8743719,573.9447236,1689.366834,7123.562814,423.0452261,698.2864322,1806.638191,10749.56281,1076.552764,7561.773869,3860.502513,3931.005025,1104.673367,314.6432161,3485.321608,7433.447236,3418.58794,427.6633166,476.0452261,8582.231156,405.4673367,116.1105528,9920.623116,7126.763819,1528.728643,928.8844221,2911.090452,5841.592965,622.6030151,257.8994975,23976.21608,4814.301508,840.7386935,369.5477387,1332.356784,3131.788945,700.1256281,182.678392,6282.522613,2877.482412,1097.944724,181.2713568,3209.427136,941.6532663,441.2914573,199,19.69924637,13.24427106,0.740257242,0.9342723,0.663333333,1.53480431 -1809,21298.48718,922.2222222,800.1880342,1211.581197,19266.17949,685.8547009,811.4358974,1821.880342,9148.042735,562.9487179,1537.717949,1951.547009,13656.88889,1253.410256,13740.28205,6362.145299,5203.230769,1314.076923,399.034188,7480.521368,10517.80342,584.9145299,3118.495726,690.7606838,12803.64957,479.3162393,137.4786325,19493.5641,9355.777778,2540.529915,993.5726496,2806.871795,7950.307692,586.6495726,301.034188,18730.77778,4974.760684,1451.897436,425.1282051,1365.017094,4253.239316,1254.854701,171.008547,7496.059829,3787.735043,1274.051282,362.4615385,3371.905983,158.5897436,441.8461538,117,14.55209547,10.51831448,0.691052974,0.959016393,0.6,-0.485915258 -1810,33222.67647,845.9411765,660.7058824,1118.352941,31485.77941,690.7794118,621.8382353,1717.573529,16049.17647,554.4852941,693.7205882,1819.411765,23446.76471,1280.985294,13652.36765,9658.75,8459.382353,1325.044118,363.9705882,2596.426471,16932.57353,437.2941176,136.8235294,581.5,20550.11765,427.3970588,126.4264706,8104.279412,15290.22059,1632.808824,1113.720588,2810.661765,13312.79412,633.25,292.6176471,3187.441176,9895.573529,864.8970588,433.2352941,1287.029412,7946.5,630.5147059,173.3088235,4448.25,6489.882353,1326.838235,171.3382353,3271.676471,262.5735294,440.0588235,68,10.60685591,8.377127708,0.613384743,0.906666667,0.618181818,-0.046169943 -1811,31455.91667,966.5079365,589.1349206,1113.107143,28668.09921,747.5634921,632.5,1665.75,16126.63095,595.6865079,540.4801587,1791.992063,21554.4246,1355.777778,7048.555556,4386.904762,7981.757937,1376.555556,389.2142857,2429.634921,16040.35317,616.8809524,886.7380952,465.1150794,18705.44444,452.6507937,136.4761905,7001.285714,14141.99603,1609.730159,924.9444444,2834.698413,12462.43651,655.6746032,304,2158.337302,9902.103175,950.8095238,461.3849206,1335.357143,7830.079365,956.4365079,184.7936508,5086.833333,6525.22619,1400.940476,330.4206349,3418.222222,324.5198413,442.797619,252,21.18132701,16.01460384,0.654488692,0.919708029,0.636363636,-1.029594843 -1812,37189.52727,939.3090909,510.3090909,1113.781818,33077.09091,765.6,613.6181818,1614.2,19436.01818,584.8,603.0545455,1741.272727,26209.76364,1380.327273,3481.8,2648.381818,9120.181818,1624.581818,398.4181818,2500.927273,19540.92727,470.4,1118.872727,626.2363636,21907.18182,437.7272727,141.2909091,2488.145455,17803.18182,1781.654545,740.2545455,2828.763636,15341.85455,993.9818182,322,1471.163636,12038.10909,965.6,497.3090909,1419.109091,8962.418182,902.6,186.0363636,4256.927273,8099.690909,1476.436364,244.6,3326.236364,359.8181818,438.9090909,55,10.12463796,6.998285774,0.722650668,0.948275862,0.679012346,-0.708021818 -1813,20834.99487,781.9282051,403.5897436,1054.707692,18284.45128,642.9692308,436.2974359,1441.85641,10223.39487,494.4820513,408.1435897,1754.784615,14758.24103,1273.45641,1474.830769,1050.241026,5322.466667,1214.266667,331.4512821,2419.902564,10013.50256,414.825641,142.0923077,443.1641026,11623.38974,393.025641,117.774359,968.5948718,9267.220513,1338.717949,633.5846154,2846.117949,8180.34359,712.0923077,254.4102564,1582.779487,6551.835897,813.2923077,401.5384615,1300.671795,5165.266667,689.2820513,160.1538462,2104.558974,4594.066667,1320.276923,1827.466667,3110.005128,592.0974359,445.0512821,195,19.15107979,13.52892859,0.707781285,0.928571429,0.663265306,0.263976889 -1814,15569.91176,805.4159664,502.4159664,1022.57563,14205.39916,655.9537815,520.8529412,1416.096639,7573.512605,497.1344538,1043.382353,1784.710084,11437.37815,1177.39916,5629.596639,3959.953782,4074.798319,1206.302521,317.9621849,2590.252101,8026.327731,391.2521008,350.3613445,1230.310924,9201.315126,382.7689076,175.7352941,3443.033613,7328.058824,1680.554622,747.1596639,2781.798319,6422.621849,693.2647059,242.4705882,2134.731092,5074.663866,932.8613445,371.5336134,1293.361345,4150.172269,670.5546218,155.0420168,5001.369748,3471.302521,1207.718487,871.3655462,3199.865546,639.6008403,446.5084034,238,22.74895507,14.54873709,0.768762562,0.817869416,0.636363636,-0.405678521 -1815,34653.05747,833.2758621,505.9770115,1082.137931,29882.65517,685.183908,562.3563218,1602.390805,17490.44828,535.137931,501.2183908,1748.551724,23884.48276,1276.965517,5096.528736,3867.137931,8822.091954,1279.574713,360.8735632,2523.206897,17704.54023,493.2068966,696.3333333,537.2758621,20475.85057,543.137931,127.6666667,4152.862069,16429.1954,1488.770115,827.8735632,2800.298851,14350.93103,633.9885057,282.5977011,2082.954023,11331.55172,926.9655172,421.091954,1321.793103,8470.137931,803.0229885,169.1149425,3602.494253,7271.517241,1341.045977,626.3563218,3192.367816,723.8045977,440.816092,87,13.37661626,9.195528692,0.726247714,0.828571429,0.608391608,0.336338542 -1816,15471.58491,809.2641509,469.3679245,1033.858491,14685.54717,654.9716981,478.8490566,1420.650943,7512.867925,513.5471698,881.6037736,1766.943396,11696.92453,1240.575472,3444.981132,3104.273585,4188.235849,1259.764151,357.7358491,2817.150943,8201.95283,454.5660377,548.4150943,767.5943396,9639.188679,419.9433962,117.2075472,2020.915094,7712.754717,1676.358491,628.990566,2790.622642,6661.084906,617.1415094,253.8207547,2214.556604,5555.169811,1122.179245,397.9716981,1308.528302,4321.169811,750.6603774,165.9150943,3966.235849,3638.358491,1301.698113,1014.830189,3126.603774,771.0754717,440.8113208,106,16.78150764,8.755778902,0.853097439,0.841269841,0.56684492,-1.502467346 -1817,40874.35484,855.1048387,553.3306452,1128.08871,37627.82258,699.6612903,633.7580645,1769.129032,19819.79839,540.1532258,621.9354839,1806.83871,28062.51613,1271.75,7441.806452,5414.322581,10206.18548,1363.443548,368.75,2426.104839,20084.91935,418.6290323,139.4758065,632.5564516,24428.04032,425.0645161,139.733871,6394.991935,18330.1371,1490.629032,723.4677419,2856.774194,15823.70968,631.9193548,298.2016129,5610.564516,10810.37097,833.6370968,430.6532258,1314.072581,8726.83871,651.2983871,170.7903226,4287.596774,7110.693548,1305.153226,171.8467742,3236.604839,211.6532258,443.1370968,124,16.13725041,9.984335935,0.785616642,0.939393939,0.635897436,-0.510625955 -1818,39326.31746,1063.380952,570.1825397,1171.539683,31631.77778,815.547619,582.7857143,1758.412698,19441.69048,640.9444444,811,1794.634921,28530.79365,1544.52381,4312.730159,4405.873016,10607.01587,1573.642857,423.7857143,2468.015873,18436.64286,565.9047619,552.2777778,626.6746032,20306.61111,471.952381,152.3333333,3793.357143,16697.80952,1833.674603,825.1746032,2819.039683,14564.53175,679.4206349,322.2777778,1886.952381,11699.37302,1180.761905,498.3888889,1325.293651,8899.968254,797.1349206,196.0555556,4588.15873,7793.047619,1509,302.9285714,3389.47619,459.9444444,442.1904762,126,14.71753383,11.44909501,0.628360714,0.863013699,0.646153846,0.135787869 -1819,17809.58871,766.9032258,452.1451613,1036.104839,15041.33871,613.7822581,482.8951613,1376.298387,8542.975806,491.0241935,408.516129,1721.185484,12255.10484,1201.556452,2289.58871,1155.564516,4400.782258,1242.016129,334.2983871,2416.379032,8879.040323,406.5241935,262.7741935,437.3709677,10161.96774,389.5564516,118.3709677,1447.951613,7964.016129,1338.943548,665.3709677,2818.395161,7165.112903,816.7903226,250.5967742,1509.193548,5778.435484,768.9516129,412.9677419,1318.395161,4541.58871,658.6048387,160.2903226,2439.274194,4007.58871,1227.266129,833.1129032,3127.379032,528.9274194,443.1693548,124,14.9686452,10.97400268,0.680085658,0.939393939,0.645833333,-0.20419287 -1820,18208.29365,857.468254,476.1666667,1043.706349,15265.98413,631.6587302,379.8571429,1436.492063,8941.293651,510.047619,378.1349206,1734.650794,12399.18254,1233.579365,3284.603175,1636.047619,4436.333333,1168.642857,321.047619,2352.087302,8805.777778,400.6349206,112.9285714,445.3253968,10293.8254,382.1428571,112.9761905,1452.230159,8208.365079,1301.730159,597.5873016,2784.809524,7016.404762,750.5793651,231.6825397,1470.261905,5566.666667,741.8968254,374.968254,1288.960317,4353.18254,599.3095238,155.5238095,2287.68254,3790.880952,1251.111111,2387.912698,3158.619048,660.5,442,126,13.76905386,11.6918292,0.528170776,0.954545455,0.807692308,0.371895462 -1821,32843,836.25,482.6785714,1084.178571,27558.80357,684.625,526.5892857,1597.375,16699.19643,528.4464286,970.9285714,1787.196429,22871.89286,1253.482143,4156.053571,4537.125,7991.071429,1238.982143,353.4464286,2387.125,16241.5,475.9464286,555.5535714,780.2142857,18974.30357,419.1071429,127.6607143,3340.785714,15370.85714,1750.446429,622,2803.392857,13137.44643,616.1785714,288.6607143,2192.803571,10739.23214,1229.839286,418.0892857,1310.375,7708.714286,759.8928571,178.0357143,4377.053571,6633.5,1318.803571,501.1964286,3175.464286,783.4107143,440.6785714,56,10.90451515,6.960875964,0.769747861,0.888888889,0.565656566,-0.456753392 -1822,47004.45977,929.3448276,605.0804598,1158.781609,15611.62069,447.7241379,234.4252874,1191.689655,8322.850575,379.4597701,436.9770115,1679.241379,11845.44828,915.7241379,7056.471264,3460.965517,4539.678161,1010.298851,271,2324.206897,8625.942529,273.8735632,78.71264368,367.2758621,9950.137931,273,101.8735632,4851.827586,7984,1119.701149,701,2782.551724,6806.011494,459.5747126,201.1034483,1635.482759,4871.724138,603.7471264,330.9770115,1263.758621,3848.011494,514.8505747,138.2298851,1336.62069,3314.195402,963.5517241,87.56321839,3060.298851,239.1264368,442.2068966,87,11.42132541,9.803412657,0.513076606,0.966666667,0.659090909,-1.053317015 -1823,32571.41791,1011.298507,542.4079602,1089.99005,29061.89552,743.4228856,740.3034826,1551.333333,15808.79104,677.4378109,1112.094527,1816.467662,22820.00995,1383.970149,4047.089552,2987.507463,8266.338308,2184.562189,437.8706468,2528.791045,16869.54229,1324.338308,568.4975124,671.6616915,18118.61692,458.1492537,154.0099502,2499.870647,14398.63184,1914.283582,884.3631841,2832.78607,12725.20398,660.4975124,288.4577114,1797.273632,10135.57214,1452.402985,451.5721393,1344.925373,7810.19403,793.3830846,178.3781095,3708.865672,6886.378109,1398.746269,346.3283582,3395.437811,446.1940299,445.761194,201,20.53747672,13.43422237,0.756380342,0.901345291,0.67,-0.504455591 -1824,34021.01064,845.2340426,479.0425532,1102,27684.43617,667.7340426,562.2234043,1574.659574,16902.71277,526.9787234,503.5212766,1750.010638,23081.85106,1299.37234,3878.212766,2404.43617,8352.223404,1254.882979,359.7234043,2425.893617,16627.42553,506.8723404,905.2978723,529.5425532,19091.76596,478.9574468,126.7021277,2499.265957,15564.51064,1496.542553,672.1595745,2800.287234,13193.39362,720.787234,281.2765957,3014.159574,10760.44681,892.5319149,412.2446809,1310.191489,7657.606383,909.6276596,163.5851064,3434.87234,6474.691489,1343,865.8510638,3241.989362,800.6382979,440.8510638,94,13.53038611,9.390559767,0.719941386,0.912621359,0.657342657,-1.138519061 -1825,41884.2732,1006.56701,530.6237113,1112.046392,38096.51031,775.0618557,580.7371134,1697.206186,21551.57732,621.4948454,673.5979381,1837.479381,29838.79897,1381.381443,5518.876289,3989.938144,10280.21649,1416.479381,395.2783505,2395.159794,20471.36082,517.1649485,509.8453608,649.2268041,24273.87113,450.2268041,137.9742268,3927.690722,18950.54639,1710.829897,854.4123711,2818.541237,16548.56186,629.2783505,310.0618557,1691.701031,12762.18557,1086.108247,464.8505155,1330.092784,9868.164948,722.9639175,177.6134021,3584.365979,8514.572165,1418.804124,148.9123711,3391.876289,307.6701031,446.2783505,194,22.2560555,12.53105039,0.826429618,0.81512605,0.513227513,1.085366393 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-1908,30609.75625,792.85,522.54375,1097.9125,23772.075,599.7,742.16875,1662.89375,11710.6375,454.125,1109.78125,1772.1125,17941.3875,1144.575,8592.55,3393.575,6451.0875,1149.175,332.20625,4149.0875,12102.9125,1553.99375,733.28125,691.70625,14827.2,424.275,116.56875,7090.28125,11987.20625,1814.8375,648.3625,2908.775,9479.24375,595.61875,245.18125,6840.83125,7503.6,919.9,381.85,1314.50625,4527.3875,753.90625,157.59375,3553.25,4259.95,1115.76875,284.43125,3162.9375,1003.8625,459.11875,160,22.77176968,9.550831407,0.907794417,0.893854749,0.526315789,-0.584426295 -1909,28094.84348,775.5304348,468.4173913,1042.930435,24361.2,633.1217391,459.5826087,1481.208696,14039.82609,509.7565217,533.573913,1759.278261,20228.14783,1208.982609,4745.356522,3233.46087,7076.678261,1249.973913,343.9217391,2469.330435,14233.05217,568.5565217,320.5043478,674.4869565,17012.30435,412.6782609,118.8347826,2986.878261,13201.41739,1436.921739,744.0434783,2784.6,11295.98261,692.4695652,256.5130435,2340.591304,9047.878261,933.8086957,391.4434783,1320.895652,7011.078261,691.8347826,155.6956522,4565.669565,6117.852174,1277.782609,208.4173913,3126.33913,677.173913,458.2173913,115,14.35768845,10.42026507,0.687945841,0.958333333,0.680473373,-0.698654706 -1910,24853.15534,780.0194175,554.9805825,1070.553398,22045.34951,744.3786408,719.8349515,1555.883495,12542.41748,507.7378641,2375.291262,1885.68932,17925.31068,1219.475728,5496.446602,4148.126214,6416.262136,1238.815534,338.6601942,2734.786408,12861.78641,752.0291262,363.6893204,1794.417476,15279.99029,882.1650485,679.961165,3717.165049,11974.91262,2017.368932,581.1067961,2799.980583,10288.62136,817.5631068,254.223301,1783.23301,8353.757282,1463.475728,406.3980583,1297.048544,6391.504854,695.815534,153.5145631,4695.038835,5566.446602,1295.514563,658.6116505,3184.174757,714.9708738,457.2815534,103,12.8415557,10.44388111,0.581861571,0.936363636,0.668831169,1.484549339 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-1912,19147.11039,716.7987013,572.0519481,1077.649351,17026.22078,558.9155844,468.7987013,1622.551948,8244.207792,422.6623377,469.6428571,1774.025974,13097.32468,1078.084416,7608.935065,3095.480519,4662.383117,1072.279221,306.512987,2779.909091,8560.714286,5531.058442,882.8051948,463.5519481,10523.98701,423.0519481,114.961039,12124.9026,8459.694805,1418.649351,698.6818182,2802.292208,6645.987013,566.5454545,239.961039,11616.80519,5264.5,732.7597403,351.8831169,1301.61039,3098.980519,762.6623377,143.5844156,3535.883117,2947.337662,1015.785714,163.1298701,3113.116883,1017.954545,459.1233766,154,15.77447628,12.55143985,0.605716829,0.950617284,0.733333333,0.607570523 -1913,38195.36842,1044.842105,530.0789474,1089.381579,34035.26316,774.8157895,679.1315789,1538.421053,18820.59211,607.8552632,576.9342105,1787.315789,26603.28947,1403.078947,3552.618421,2850.052632,9255.368421,1403.473684,377.8289474,2444.592105,18231.85526,476.6710526,578.4868421,558.8684211,21308.77632,491.8684211,133.4342105,2560.513158,16639.80263,1608.25,813.75,2817.381579,14721.67105,660.3947368,305.1447368,1690.315789,11854.77632,959.25,456.8421053,1321.013158,8804.539474,758.8684211,172.1842105,2722.565789,7965.25,1401.144737,529.25,3343.855263,433.8026316,456.6710526,76,12.30916707,8.349178574,0.734794785,0.926829268,0.703703704,-1.355966491 -1914,39002.04,865.032,469.312,1077.912,32486.16,713.848,509,1536.88,19050.4,546.512,430.936,1734.128,26074.056,1382.432,4727.656,2683.904,9548.008,1331.848,364.416,2390.208,18703.696,467.288,236.264,478.704,21789.08,402.528,122.456,2994.408,17003.008,1491.936,978.872,2809.704,14918.64,649.36,290.792,2084.896,11940.24,888.48,426.328,1303.832,9463,670.424,166.344,3391.648,8003.064,1430.464,351.528,3214.44,598.248,460.528,125,16.1379414,11.23326486,0.717966234,0.844594595,0.48828125,-0.723339875 -1915,45383.93617,872.1914894,453.1276596,1097.659574,36192.93617,727.106383,619.5744681,1590.106383,22900.80851,559.212766,483.5957447,1746.93617,30080.53191,1405.170213,3662.978723,2359.234043,10956.57447,1350.829787,374.2553191,2381,21806.87234,482.0425532,308.2340426,592.6170213,25346.6383,432.6808511,129.7234043,2764.361702,20268.10638,1544.680851,1076.808511,2809.361702,17713.93617,630.9574468,306.8510638,1946.787234,13962.85106,923.9148936,431.893617,1313.659574,10894.74468,733.1702128,167.893617,2333.468085,9165.042553,1435.787234,261.6595745,3192.12766,607.6170213,455.6808511,47,9.171187092,6.760185014,0.675771435,0.94,0.671428571,1.338719529 -1916,56955.37333,926.64,576.8666667,1159.96,50643.28,706.0266667,657.72,1651.106667,26162.37333,564.9333333,506.7866667,1718.253333,36476.16,1325.72,7630.626667,4049.12,13789.92,1484.52,391.1733333,2424.266667,26540.6,426.1866667,142.36,412.3866667,32540.65333,413.8933333,132.7866667,5666.706667,24820.57333,1485.24,549.8133333,2816.32,20560.16,595.4,306.72,2834.28,12966.6,818.7466667,442.1066667,1308.786667,10681.34667,625.5066667,166.28,1503.626667,8847.066667,1308.32,145.2666667,3248.626667,189.3333333,459.8133333,75,13.3744934,7.354883004,0.835218239,0.949367089,0.568181818,-0.608438025 -1917,40256.12791,885.7209302,580.5232558,1123.569767,37488.65116,711.5232558,675.3139535,1642.627907,21816.46512,577.0813953,700.5232558,1812.255814,30876.22093,1345.72093,7540.604651,5591.918605,11132.4186,1432.337209,388.3023256,2560.953488,22060.30233,456.244186,160.9767442,824.7906977,26752.7093,464.255814,138.6860465,5496.27907,20626.10465,1648.872093,1132.476744,2840.139535,18504.87209,644.0465116,318.0465116,2180.523256,13871.06977,1008.081395,476.7906977,1301.872093,10640.55814,671.3255814,182.3837209,4255.372093,9133.709302,1428.709302,173.9302326,3379.953488,278.9186047,458.1627907,86,13.21374127,8.492516662,0.766115082,0.945054945,0.614285714,1.179657104 -1918,31475.93269,896.3653846,527.5,1093.4375,27867.55288,721.8413462,717.875,1548.399038,15098.24519,562.3269231,1228.711538,1787.048077,21424.375,1325.177885,4471.399038,4266.576923,7703.927885,1365.894231,370.75,2630.201923,15244.44231,454.6682692,974.0192308,714.9471154,18114.04327,480.6778846,131.5192308,3643.375,13675.22115,1996.451923,977.9423077,2838.389423,12122.85096,861.7980769,300.1201923,1829.014423,9636.701923,1117.350962,465.4326923,1389.701923,7595.831731,886.3557692,178.7163462,4911.884615,6578.826923,1403.206731,277.7596154,3313.860577,419.5480769,461.3557692,208,18.75319633,14.34015735,0.644412523,0.932735426,0.729824561,1.483742463 -1919,30992.74,906.73,512.92,1087.71,25637.23,705.34,726.91,1530.27,15992.46,553.43,1103.63,1785.85,22416.55,1340.86,2819.88,2555.15,7793.04,1441.12,375.93,2487.01,15787.93,457.43,450.43,1173.95,18560.31,482.8,315.95,1681.28,14677.32,1978.35,682.69,2834.3,13052.9,739.04,285.43,1510.65,10333.1,1076.88,472.42,1369.15,7820.45,743.57,177.62,3745.39,7239.99,1447.74,177.7,3262.85,534.81,459.88,100,12.07734181,10.76521318,0.453303619,0.961538462,0.699300699,0.195635987 -1920,24732.61682,818.7943925,542.7570093,1080.009346,22184.24299,671.7383178,512.1869159,1546.196262,12480.14019,518.7943925,475.1121495,1752.841121,17525.6729,1253.299065,4671.308411,3135.242991,6347.775701,1245.392523,351.411215,2416.850467,12610.45794,475.0934579,471.6448598,594.9439252,15426.72897,404.5981308,118.2429907,3542.149533,11500.62617,1484.299065,769.5327103,2787.635514,10022.80374,941.7663551,267.635514,2054.570093,8164.878505,883.5420561,407.1962617,1335.813084,6292.588785,752.3925234,159.3084112,4936.401869,5469.224299,1329.971963,328.9252336,3162.682243,687.953271,459.728972,107,13.72322038,10.3361897,0.657803249,0.906779661,0.636904762,-0.493508701 -1921,27361.34694,887.0204082,473.9591837,1065.040816,23207.4898,639.8163265,693.5714286,1516.653061,13750.32653,508.4489796,511.244898,1702.816327,19479.95918,1203.102041,6940.204082,2784.244898,6997.44898,1211.591837,356.0408163,2467.285714,13853.40816,452.5918367,442.5918367,503.3061224,16621.69388,426.2040816,118.4897959,4080.673469,13256.02041,1485.653061,583.7346939,2784.755102,11494.02041,606.1428571,276.7346939,2015.816327,9281.571429,866.5918367,398.9387755,1290.061224,7031,746.3469388,157.6938776,4576.44898,6241.836735,1284.755102,186.122449,3175.918367,740.3469388,457.7346939,49,9.821206692,6.645698372,0.736288076,0.875,0.6125,-1.341195236 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-1924,17996.97143,706.5190476,459.4285714,1057.142857,13734.8,557.9761905,395.1142857,1521.428571,6768.252381,423.1809524,532.3047619,1746.97619,10429.69524,1052.852381,4153.233333,1647.128571,3886.42381,1102.161905,306.647619,3052.314286,7112.685714,476.1,743.9047619,546.1857143,8493.52381,428.1761905,108.4904762,2918.595238,7102.161905,1394.828571,541.0904762,2941.271429,5841.509524,559.1333333,241.8904762,9837.095238,4680.666667,769.2190476,365.0380952,1336.87619,2917.590476,754.5857143,147.3809524,3333.828571,2731.833333,1071.109524,213.0190476,3134.8,987.7,463.4380952,210,19.07186138,14.89969408,0.62423123,0.857142857,0.581717452,0.69688624 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-1927,55117.02778,947.4722222,541.0833333,1156.013889,53011.06944,781.2222222,622.125,1736.097222,29414.20833,617.375,520.2638889,1766.458333,41456.76389,1425.555556,7095.236111,4018.986111,14518.16667,1510.833333,420.3194444,2419.583333,29628.40278,493.4861111,142.1666667,440.6388889,35620.79167,454.3055556,146.3611111,4027.583333,27413.76389,1567.388889,841.4583333,2837.472222,23931.16667,663.1527778,338.4861111,2238.847222,17890.72222,896.125,490.8888889,1306.305556,13868.54167,684.1388889,186.9861111,2874.055556,11757.06944,1484.888889,177.7361111,3386.263889,266.25,458.8888889,72,10.98169754,8.510406006,0.63200697,0.935064935,0.666666667,-1.23758859 -1928,32554.07576,905.9242424,548.2272727,1099.606061,29546.94949,722.0505051,602.2575758,1598.69697,16765.70202,570.8838384,695.4343434,1773.813131,22814.71212,1332.681818,5848.338384,4663.782828,8355.994949,1359.378788,381.9444444,2447.560606,16721.87374,430.0909091,370.2626263,621.979798,19807.48485,431.4646465,149.8383838,6746.424242,15549.61616,1631.732323,928.2070707,2821.575758,13488.07071,664.1616162,295.3333333,2019.212121,10796.77778,968.989899,462.7070707,1313.060606,8410.782828,757.9747475,181.7929293,5114.030303,7305.792929,1448.979798,210.2121212,3401.464646,334.6262626,463.4949495,198,19.12905407,13.8551514,0.689486194,0.864628821,0.647058824,1.032435904 -1929,17725.36709,901.0379747,592.1392405,1105.227848,15377.31646,692.0759494,789.2151899,1591.341772,8387.898734,558.9240506,1115.278481,1837.278481,12400.12658,1342.455696,3770.962025,4223.746835,4520.329114,1380.113924,436.4177215,2711.835443,8427.797468,879.1139241,912.7088608,1015.544304,9930.012658,655.164557,494.6835443,4931.670886,7830.974684,2080.240506,790.7468354,2837.278481,7010.734177,864.3670886,273.3164557,1805.544304,5454.860759,1555.898734,426.2911392,1372.417722,4429.949367,880.0759494,173.8101266,6771.936709,3718.848101,1318.139241,371.0886076,3336.177215,470.0506329,460.7088608,79,12.71473879,8.272356155,0.759410684,0.929411765,0.598484848,0.925711344 -1930,17499.18841,1160.826087,575.1449275,1019.768116,15725.05797,734.9710145,468.826087,1354.405797,8335.797101,614.4057971,523.7246377,1689.072464,10875.31884,1254.42029,1833.971014,1598.594203,4160.275362,1265.231884,326.057971,2436.942029,8024.811594,395.9855072,268.7681159,569.4927536,8455.927536,366.4782609,116.7391304,1792.84058,6771.086957,1397.913043,700.4782609,2788.507246,6261.884058,544.5797101,234.942029,1483.144928,4836.231884,766.2753623,379.3333333,1310.710145,4106.086957,609.6956522,145.6811594,2146.42029,3238.043478,1092.695652,117.2028986,3386.391304,544.826087,460.2753623,69,13.07381377,7.151670226,0.837117907,0.8625,0.638888889,-0.17321812 -1931,43814.83516,876.5934066,469.7692308,1111.021978,36649.65934,716.3076923,846.1098901,1601.472527,22256.36264,564.3846154,1581.087912,1797.164835,30515.31868,1356.56044,3704.692308,3619.56044,10857.92308,1342.175824,360.8131868,2682.912088,22027.9011,479.2087912,294.0989011,1094.934066,25573.93407,1610.428571,125.8461538,3085.648352,20335.35165,1615.054945,685.3956044,2835.89011,17927.32967,625.4835165,301.7362637,1956.087912,14241.38462,1496.978022,437.8571429,1318.901099,10999.46154,725.2197802,169.4505495,4447.505495,9474.637363,1422.527473,379.1208791,3221.450549,618.4395604,460.1318681,91,12.74816468,9.210859383,0.691345475,0.93814433,0.7,-1.476815894 -1932,25489.14737,759.0631579,473.0947368,1085.2,21697.91579,638.1052632,660,1631.863158,11538.32632,455.2210526,426.8526316,1751.484211,16828.56842,1119.526316,4014.757895,2584.736842,6249.547368,1177.431579,385.8105263,2458.463158,11817.28421,2230.021053,2056.336842,473.6421053,13637.89474,423.0736842,121.2736842,4906.768421,11329.89474,1458.494737,746.4105263,2845.094737,9132.894737,588.7368421,254.1894737,11231.11579,7562.568421,759.1263158,392.8526316,1346.557895,4999.368421,1181.084211,154.5894737,3485.989474,4552.284211,1179.178947,189.3368421,3213.789474,945.5789474,461.2526316,95,14.02597272,9.668377251,0.72445742,0.871559633,0.608974359,-1.014542037 -1933,57587.50318,969.2292994,616.6433121,1187.993631,14857.50318,414.9936306,194.910828,1187.305732,6890.815287,360.0573248,431.3121019,1691.89172,10167.43949,859.6178344,5780.019108,2825.687898,4401.573248,1018.910828,268.3630573,5037.235669,8464.821656,255.4203822,83.79617834,366.4267516,9792.974522,267.9617834,97.29299363,4928.745223,7365.210191,1103.993631,557.4649682,2784.828025,6446.254777,448.3694268,193.0636943,2423.082803,4602.133758,600.5477707,325.0828025,1273.280255,4128.598726,505.6687898,136.9936306,1378.44586,3189.350318,952.2038217,92.49681529,3030.146497,197.9299363,465.656051,157,17.88627354,13.10983687,0.68027693,0.821989529,0.534013605,-0.178456525 -1934,50100.58861,935.8417722,570.6835443,1156.481013,22497.40506,500.7468354,291.8924051,1342.78481,11694.12025,427.1708861,472.3037975,1732.278481,15736.42405,1002.208861,6892.272152,3130.227848,6120.208861,1099.670886,301.3924051,2359.822785,11537.91139,310.3734177,115.8924051,387.5443038,14065.33544,305.2911392,105.8481013,5710.487342,10772.08228,1274,628.6835443,2796.018987,9027.556962,487.8227848,222.2278481,1346.202532,6517.272152,665.3227848,358.443038,1275.386076,5183.392405,546.1265823,144.5316456,1190.455696,4344.607595,1030.860759,90.80379747,3112.28481,232.3417722,461.4683544,158,17.97402209,11.37892593,0.774089467,0.934911243,0.774509804,-1.269153045 -1935,15544.3211,1044.256881,517.5504587,1010.53211,15240.30275,710.9449541,700.8899083,1345.495413,7780.357798,573.3853211,846.9174312,1753.256881,10315.88991,1199.477064,4233.651376,2680.183486,4000.93578,1220.587156,335.4678899,2409.238532,7583.844037,381.1834862,430.9908257,786.2110092,8499,401.5229358,156.8256881,4352.926606,6804.908257,1659.073394,650.4587156,2785.357798,5836.522936,600.8256881,249.1284404,1464.917431,4603.798165,876.4587156,383.0275229,1306.779817,3547.605505,659.5963303,154.1009174,3032.862385,3043.816514,1158.091743,314.7522936,3459.376147,347.4770642,463.2385321,109,16.1343034,9.899233991,0.789654325,0.865079365,0.619318182,-0.126505697 -1936,36276.3875,926.4125,524.05,1111.575,32492.0125,747.425,653.4125,1592.8125,18065.8625,584.2625,851.05,1784.125,25162.85,1384.0625,4266.4625,4805.4125,8833.0125,1519.2875,393.5375,2434.275,18089.25,1093.225,338.5625,497.6875,21434.5625,447.1625,137.125,4121.5125,16172.9625,1618.625,856.4,2819.0625,14530.075,666.2375,330.5,2141.8875,11700.4375,1995.6375,479.425,1343.55,8990.3875,746.5125,196.325,5677.275,7994.475,1460.0625,360.5375,3305.95,448.2375,461.6125,80,11.09395366,9.758032192,0.475748938,0.91954023,0.606060606,-0.790782985 -1937,34921.5,901.328125,528.328125,1109.0625,29644.95313,713.4375,546.953125,1572.765625,17384.78125,591.28125,674.09375,1796.515625,24593.25,1398.6875,3066.640625,3910.953125,8551.296875,1795.609375,375.59375,2520.21875,17274.09375,492.5625,391.046875,669.421875,20251.67188,442.71875,131.34375,2696.28125,15905.79688,1686.734375,875.203125,2877.90625,14149.96875,692.109375,304.359375,2258.546875,11059.0625,1003.6875,477.875,1363.765625,8662.953125,741.4375,187.5625,7897.6875,7482.765625,1427.03125,147.140625,3280.1875,552.34375,460.171875,64,10.22512193,8.144544199,0.604608306,1,0.711111111,-0.545118022 -1938,39648.16571,946.4742857,498.1542857,1110.48,33752.65143,746,758.7257143,1623.108571,19805.85143,561.1314286,1572.605714,1800.24,28006.65143,1322.565714,5660.457143,3604.948571,9695.131429,1289.617143,361.8457143,2686.588571,19533.63429,474.7485714,337.3771429,1537.262857,22986.2,426.3314286,423.3257143,2553.554286,18387.4,1958.16,730.6342857,2817.302857,15993.60571,647.3485714,282.04,1912.988571,12872.92571,1036.982857,420.1542857,1320.542857,9250.742857,690.4571429,169.4342857,2530.674286,8030.44,1332.308571,283.72,3242.251429,780.12,464.3314286,175,17.99538482,13.14299079,0.68306946,0.930851064,0.648148148,0.405490213 -1939,18408.7625,915.36875,751.09375,1136.84375,15351.7125,714.95625,556.21875,1717.60625,7716.25,524.525,461.95,1764.41875,11857.425,1362.18125,4023.55625,1899.15,4204.1,1269.96875,389.30625,2496.85,8269.75625,510.9,2867.8625,489.95625,9525.98125,422.98125,128.55,3774.65,7935.06875,1501.51875,584.9,2832.44375,6583.65625,594.85,288.4,16847.4,5535.4125,954.36875,424.5,1362.34375,3794.4125,1311.64375,176.2625,5316.65625,3358.05,1341.375,187.95625,3221.6125,928.375,463.33125,160,17.50532286,11.93557902,0.731514671,0.924855491,0.62745098,-0.949977951 -1940,47740.08654,892.7211538,591.4326923,1136.423077,35951.97115,647.6538462,560.1730769,1619.096154,19075.60577,508.75,503.0673077,1789.980769,25763.91346,1210.673077,10349.41346,4311.875,9594.548077,1291.807692,354.9326923,2386.451923,19469.14423,408.1346154,136.4423077,418.1923077,23411.41346,386.4807692,128.7596154,8630.730769,17825.14423,1418.980769,944.2788462,2818.798077,15463.49038,587.8653846,291.2884615,3277.730769,11381.64423,805.4519231,429.2596154,1309.971154,9027.461538,618.375,173.6634615,2790.692308,7565.278846,1265.769231,175.9519231,3237.192308,250.3942308,462.5,104,12.58429875,10.76652076,0.517717045,0.971962617,0.666666667,-0.387363749 -1941,35342.13873,925.7052023,595.7398844,1114.734104,33443.08092,723.0057803,620.4450867,1645.33526,18604.49711,579.8901734,630.0693642,1810.774566,25355.42775,1305.127168,9288.895954,5417.578035,9167.202312,1381.184971,378.5433526,2479.947977,18262.35838,440.3757225,161.7283237,510.0057803,21523.45087,427.2369942,135.3583815,6463.653179,16408.6185,1553.236994,1147.046243,2995.283237,14649.69364,611.2601156,288.9595376,2354.144509,11161.45087,908.3294798,441.7803468,1302.67052,8817.364162,640.4624277,177.4624277,4815.317919,7509.16185,1371.069364,151.3699422,3394.606936,293.716763,463.5317919,173,17.81085658,13.12345573,0.676085269,0.887179487,0.640740741,-0.941659973 -1942,21576.81982,950.0720721,496.1171171,1042.783784,18295.51351,695.6846847,701.7027027,1443.207207,10309.18018,566.9009009,1248.324324,1799.54955,14546.57658,1276.918919,5048.261261,2763.873874,5171.828829,1363.009009,344.3693694,2870.315315,9370.225225,406.3423423,451.2252252,1266.756757,11102.05405,434.2882883,159.5405405,1695.585586,8293.504505,2091.486486,655.7027027,2799.774775,7307.108108,643.1441441,254.8468468,1454.117117,5891.540541,1195.126126,422.036036,1362.873874,4774.837838,690.9189189,164.8828829,4163.666667,4282.711712,1257.441441,243.6036036,3303.684685,517.1261261,462.0990991,111,13.16099983,11.09816297,0.537503705,0.917355372,0.770833333,-0.908070013 -1943,36306.01389,827.375,491.3055556,1116.791667,30656.23611,735.5138889,614.3888889,1597.569444,18092.95833,538.875,1104,1799.972222,24738.875,1294.083333,4932.625,3602.861111,8793.597222,1885.305556,337.625,2474.236111,17762.95833,448.9166667,164.3611111,656.7638889,20794.01389,441.1944444,280.3611111,2933.5,16278,1932.319444,864.5833333,2799.083333,14293.02778,640.7083333,266.5277778,2123.958333,11232.98611,1127.902778,413.3888889,1308.375,8711.875,648.5694444,159.875,4254.694444,7510.888889,1348.5,923.8472222,3245.166667,631.4583333,461.6527778,72,10.2036599,9.611086251,0.335822237,0.923076923,0.72,-1.059710247 -1944,40846.98969,857.8350515,492.1237113,1118.731959,34635.30928,767.7628866,507.1340206,1617.907216,21576.30928,554.2474227,1017.556701,1778.773196,29293.65979,1357.020619,4357.680412,3521.835052,10446.07216,1368.42268,368.8350515,2446.762887,20766.15464,464.9278351,122.4226804,541.6701031,24387.49485,424.742268,337.814433,2793.597938,19358.64948,1792.525773,821.7216495,2823.247423,17045.64948,726.7319588,288.7216495,1885.175258,13364.08247,1025.618557,422.742268,1300.082474,10288.03093,641.7216495,166.5463918,3184,8880.824742,1402.814433,449.371134,3195.57732,640.6804124,462.8865979,97,13.02035407,9.840560191,0.65482234,0.941747573,0.746153846,0.191838733 -1945,20420.44828,736.8735632,469.7241379,1078.936782,17452.54023,585.4712644,493.316092,1588.597701,9455.178161,461.6321839,555.9137931,1795.252874,14417.50575,1170.787356,5561.425287,2285.517241,5078.005747,1142.241379,316.0172414,2804.988506,9760.281609,7694.568966,436.9195402,492.3735632,11562.95977,469.1551724,123.4885057,5557.068966,9085.827586,1473.965517,664.7701149,2790.965517,7495.034483,727.5574713,251.2816092,7232.54023,6219.95977,812.0804598,377.2356322,1309.632184,4273.017241,718.4310345,153.454023,3070.741379,3598.034483,1139.752874,154.1666667,3280.454023,875.8563218,465.6896552,174,16.5879685,13.79747377,0.555111446,0.925531915,0.644444444,0.506658748 -1946,22117.65,902.5083333,493.1416667,1058.833333,20135.35833,678.8916667,819.4083333,1424.95,10656.61667,540.2,983.5333333,1801.166667,14976.18333,1238.833333,3741.541667,2436.483333,5448.766667,1286.433333,357.4666667,2413.983333,10571.95,474.8416667,1513.791667,559.3333333,12969.64167,403.1666667,127.3166667,1799.85,10160.13333,1814.975,638.3,2833.141667,8664.45,912.3333333,259.2416667,1434.783333,7026.316667,1364.216667,418.5916667,1380.625,5430.433333,946.2583333,167.0833333,3883.016667,4988.941667,1298.608333,502.3166667,3320.725,355.875,466.425,120,16.39173794,9.901393539,0.796948074,0.882352941,0.576923077,-0.451688373 -1947,24684.93793,973.4827586,552.9172414,1072.544828,26104.87586,761.0275862,568.0413793,1597.924138,12794.55862,579.7655172,534.6896552,1789.393103,17837.63448,1332.558621,5067.082759,3927.151724,6371.896552,1381.537931,360.3586207,2411.048276,10218.47586,409.662069,1652.97931,442.262069,12104.70345,385.9862069,124.1655172,4950.841379,9359.565517,1483.103448,754.4344828,2792.42069,8193.089655,682.7862069,266.2,1852.37931,6567.827586,827.4482759,430.0827586,1342.827586,5024.993103,1033.648276,175.4137931,5877.37931,4574.634483,1303.524138,163.4689655,3273.593103,368.8482759,466.1103448,145,15.74416347,11.81230678,0.661136362,0.966666667,0.697115385,-0.468449048 -1948,30599.88889,1073.055556,569.8888889,1070.255556,26828.95556,751.5111111,769.4888889,1502.866667,14587.37778,611.5666667,946.4222222,1790.355556,20897.35556,1372.333333,6001.466667,3091.888889,7329.833333,1372,367.7111111,2557.777778,14214.46667,462.5777778,286.1111111,689.5777778,16686.66667,518.5888889,130.7888889,2874.177778,12643.77778,1781.522222,767.7777778,2810.766667,11007.5,674.0444444,281.3888889,1413.588889,8631.844444,1166.2,431.2333333,1325.155556,6985.322222,672.1333333,168,2487.722222,5836.777778,1312.377778,433.9222222,3431.544444,506.4888889,463.7222222,90,12.92507394,9.031754382,0.715338817,0.927835052,0.692307692,0.396285563 -1949,33103.17518,824.8905109,535.1386861,1098.364964,29174.57664,687.9854015,601.379562,1606.284672,16733.23358,526.0145985,587.0291971,1775.116788,23488.48175,1297.364964,7540.890511,4420.328467,8336.773723,1281.678832,346.0218978,2494.036496,16779.10219,453.0145985,139.0583942,735.8175182,19882.12409,421.5328467,125.2554745,4635.153285,15409.10949,1634.810219,958.0729927,2795.459854,13470.9854,621.6569343,269.7518248,2351.109489,10736.17518,906.4671533,410.2627737,1295.642336,8324.824818,654.810219,165.5620438,4444.963504,7039.59854,1335.321168,213.4963504,3243.948905,651.5912409,465.0291971,137,15.9322585,11.58662496,0.686379985,0.85625,0.702564103,0.457271753 -1950,15680.57143,732,435.8285714,1029.542857,15240.05714,608.2285714,1114.171429,1425.485714,7724.742857,478.5142857,1483.714286,1776.342857,12192.42857,1139.8,5405.542857,4702,4382.6,1148.257143,343.2285714,2837.428571,8397.571429,429.2285714,120.5142857,1043.628571,9926.657143,486.8571429,114.4,2309.914286,7745.685714,2088.371429,677.9714286,2847.914286,6726.314286,617.1142857,234.2285714,2008.742857,5493.257143,2469.771429,381.7428571,1307.171429,4424.857143,597.1714286,156.4,6987.685714,3659.314286,1222.514286,823.9142857,3086.542857,756.7714286,460.6,35,9.848577776,4.894124495,0.867786515,0.853658537,0.583333333,1.565789341 -1951,23600.4055,794.2164948,539.4261168,1161.965636,19445.57045,601.5979381,430.3745704,1777.199313,8794.309278,478.5292096,508.5841924,1813.862543,11603.94502,1097.154639,5050.704467,2060.656357,4376.546392,1131.024055,414.2542955,2467.109966,8313.52921,2122.158076,1442.182131,459.7010309,9641.910653,416.2783505,113.2199313,6941.223368,6879.769759,1405.817869,488.8591065,2798.841924,5484.450172,735.3848797,239.3608247,6536.958763,3029.573883,698.3642612,363.4948454,1296.020619,2377.584192,760.6426117,148.6426117,2751.164948,2074.340206,1026.020619,162.0824742,3119.137457,149.4467354,469.7972509,291,20.83915455,18.26068578,0.481823895,0.966777409,0.729323308,0.206730512 -1952,44241.4139,892.0120846,592.3746224,1124.054381,42387.81571,726.1933535,553.6102719,1712.335347,22677.38973,573.5256798,547.0453172,1792.558912,31512.51662,1335.172205,9880.504532,5987.785498,11486.59517,1416.882175,384.7522659,2466.169184,23799.08459,461.3927492,140.6827795,461.4682779,27875.35045,435.8096677,137.1691843,6464.199396,21617.70091,1531.205438,934.0332326,2821.945619,19073.62236,626.4410876,315.5468278,2568.915408,14251.66465,892.0453172,459.1389728,1306.271903,11302.98489,657.9697885,180.3353474,3898.172205,9327.679758,1405.223565,159.4682779,3347.429003,257.5407855,473.0271903,331,28.0455345,16.18198629,0.816751378,0.848717949,0.533011272,-0.656825654 -1953,25042.35052,980.7525773,516.7319588,1063.257732,22175.7732,719.6597938,683.2061856,1498.061856,12634.28866,561.8762887,813.6494845,1737.278351,17083.38144,1310.556701,5179.958763,3424.680412,6196.979381,1349.092784,398.5670103,2442.690722,14739.54639,471.371134,1499.917526,637.4742268,15189.28866,592.7525773,130.2268041,1970.659794,11696.58763,1807.948454,661.8041237,2840.319588,10271.39175,727.9381443,293.7216495,1366.474227,8157.71134,1380.463918,449.6701031,1323.814433,6244.515464,956.4845361,172.257732,1999.804124,5519.56701,1353.639175,142.5979381,3375.783505,381.7525773,465.2989691,97,13.20301288,9.69284558,0.678999301,0.923809524,0.746153846,-0.115602277 -1954,19782.89,888.34,464.06,1062.94,17895.59,724.125,699.875,1520.395,9539.055,536.01,621.795,1756.57,13740.015,1277.785,5420.395,2034.28,5066.45,1331.44,397.405,2436.815,9732.215,6131.435,2553.825,580.91,11838.1,494.85,131.54,1844.825,9118.565,2037.46,702.725,2832.68,7980.875,1305.01,273.59,1463.98,6375.605,855.765,437.375,1443.24,5149.055,1325.765,172.99,3453.73,4415.54,1350.825,212.885,3360.265,402.645,468.06,200,19.06510706,13.91286069,0.683708544,0.900900901,0.666666667,0.134514882 -1955,23238.26042,856.6145833,505.0625,1072.885417,20731.47917,670.9479167,613.6354167,1524.864583,11712.58333,545.3645833,634.5833333,1778.083333,16538.30208,1306.4375,3063.927083,2648.53125,5842.447917,1599.583333,357.0729167,2463.666667,12328.67708,520.6354167,470.5625,534.9791667,13760.21875,451.9270833,123.5729167,2667.645833,10918.64583,1477.260417,802.4583333,2848.28125,9831.916667,692.125,272.9270833,1740.135417,7770.84375,905.5729167,444.78125,1343.364583,6183.625,739.15625,180.5729167,7439.666667,5288.59375,1352.072917,168.3229167,3187.041667,560.0208333,464.9479167,96,12.99416875,10.78275929,0.558038227,0.806722689,0.527472527,-1.419866999 -1956,14272.17647,762.1176471,494.1470588,1024.411765,14395.52941,632.6470588,595.4705882,1452.352941,6605.882353,468.7647059,931.2941176,1769.029412,11284.26471,1204.411765,6540.294118,4645.588235,3931.735294,1250.558824,326.4705882,2470.088235,7621.647059,430.2647059,1313.588235,1201.529412,8916.441176,413.8529412,110.8235294,3264.382353,6660.352941,1738,1154.558824,2811.117647,6003.205882,615.2647059,250.6764706,2714.058824,4878.705882,1083.705882,385.8823529,1310.176471,4292.411765,968.4705882,154.2941176,6132.941176,3441.588235,1277.794118,552.8823529,3153.411765,609.5882353,462.8823529,34,8.02907179,6.241209122,0.629097556,0.85,0.53125,0.903677068 -1957,26532.92715,829.7284768,553.5165563,1085.675497,22359.11921,651.0397351,817.3907285,1533.92053,13277.70861,519.4503311,1333.84106,1807.317881,18342.56291,1225.596026,3797.072848,2534.152318,6490.403974,1255.496689,351.7417219,3035.006623,13020.04636,965.7549669,584.3443709,503.4039735,15345.03974,440.4635762,117.0728477,1598.165563,12230.61589,1841.629139,596.8609272,2802.556291,10719.11258,994.192053,263.7284768,1634.602649,8708.172185,1179.231788,410.4039735,1359.774834,6412.728477,777.205298,161.9470199,4803.430464,5662.231788,1295.264901,309.2781457,3188.476821,733.0993377,468.5165563,151,20.24149033,10.11984122,0.866051186,0.877906977,0.580769231,-0.343527976 -1958,48299.35385,904.8461538,542.5846154,1112.969231,39581.76923,729.5846154,727.5538462,1719.2,24064.75385,575.4923077,1533.2,1742.169231,31680.86154,1340.661538,4543.2,3556.876923,11518.98462,1340.169231,370.4769231,2512.769231,22738.24615,498.6461538,803.8769231,626.7538462,26965.72308,1234.046154,137.8615385,3381.292308,21794.64615,1596.553846,626.5076923,2814.107692,18590.01538,625.5076923,295.5384615,2071.246154,15083.46154,1113.984615,437.6923077,1317.292308,10564.10769,904.6923077,170.3692308,4204.076923,9148.476923,1362.446154,533.0615385,3338.107692,805.0769231,463.2153846,65,10.36741711,9.052991905,0.487333823,0.902777778,0.492424242,1.552247833 -1959,28038.85714,730.3303571,473.4285714,1061.125,23237.58929,612.4196429,649.4375,1571.5,12956.34821,472.5982143,1205.991071,1740.5,19309.67857,1132.517857,8503.901786,4102.303571,6742.339286,1149.383929,329.1964286,4842.633929,13377.47321,2608.017857,153.3214286,638.9732143,15685.50893,436.4285714,119.5178571,5804.133929,12719.05357,1862.169643,652.3571429,2789.821429,10623.75,945.0982143,259.8392857,6425.642857,8564.6875,1022.526786,383.0982143,1294.705357,5938.723214,607.5089286,151.6964286,3729.241071,5164.116071,1155.5625,215.7946429,3225.607143,888.9821429,465.7053571,112,13.12945188,11.11346368,0.532463475,0.933333333,0.666666667,-0.42979845 -1960,33490.42857,820.4142857,497.3428571,1106.014286,27194.24286,635.7,747.5285714,1621.314286,14881.15714,482.2571429,1086.285714,1703.771429,20869.42857,1166.528571,5162.157143,2512.614286,7598.071429,1204.957143,336.6142857,3118.8,15202.22857,601.2285714,241.5428571,584.9857143,17859.34286,430.9285714,169.5571429,3756.628571,14776.74286,1483.857143,551.5857143,2831.314286,12411.54286,567.2714286,262.9285714,8396,10070.42857,1075.5,405.7,1306.728571,6704.2,668.1,151.0714286,4758.614286,6055.685714,1208.271429,652.1,3241.342857,913.8,464.7857143,70,11.22979011,8.675250856,0.634988981,0.897435897,0.578512397,-1.022075487 -1961,18998.98077,680.6602564,434.3717949,1040.692308,9487,466.0641026,286.6730769,1391.410256,4267.698718,364.025641,300.8525641,1665.621795,6540.910256,928.3910256,3747.634615,1461.737179,2384.467949,910.6217949,262.7051282,2401.891026,4419.961538,4471.429487,1276.666667,399.0192308,5135.275641,330.8012821,97.79487179,4854.512821,3938.487179,1206.596154,508.8653846,2784.134615,3057.269231,470.9294872,184.9423077,2359.551282,2184.371795,664.2692308,310.1474359,1259.730769,1100.820513,764.4679487,126.6282051,1473.307692,1098.147436,844.9487179,109.8012821,2934.5,1069.903846,466.0512821,156,15.93644578,12.66101212,0.607304709,0.957055215,0.742857143,-0.536529496 -1962,37431.52985,875.1902985,574.2164179,1159.988806,29940.63806,612.738806,594.9067164,1590.149254,15190.50746,496.5708955,1000.317164,1803.626866,20509.48134,1181.906716,9837.910448,4706.589552,8080.268657,1266.5,399.8246269,2867.097015,15257.04851,592.1828358,649.8432836,667.5708955,18039.89552,415.9402985,125.511194,9583.503731,13061.04478,1686.958955,653.9776119,2843.395522,10719.93284,545.3208955,268.2686567,8571.134328,6367.843284,920.8059701,395.6940299,1305.787313,5268.156716,738.2052239,162,4181.36194,4334.895522,1169.130597,282.8507463,3186.563433,169.4626866,469.9029851,268,20.62500028,17.47118962,0.531452699,0.914675768,0.609090909,0.126067958 -1963,39205.0922,846.5460993,507.4184397,1100.12766,38354.70213,687.7092199,724.9716312,1612.48227,20627.22695,558.751773,933.2624113,1791.177305,28448.92199,1355.496454,8949.87234,4176.978723,10464.06383,1451.815603,379.4751773,2616.382979,21157.79433,455.3617021,137.248227,1115.234043,25178.58156,449.3829787,129,3476.170213,19421.41135,1668.510638,830.4964539,2852.588652,17349.87943,611.2340426,302.9007092,1810.248227,13245.23404,1007.205674,458.6028369,1300.609929,10211.82979,648.035461,174.1914894,2664.879433,8740.446809,1381.496454,147.9361702,3381.347518,280.5673759,468.8723404,141,17.26175892,12.08230042,0.714195695,0.754010695,0.518382353,0.74238037 -1964,35933.06173,917.7592593,588.0987654,1125.858025,29856.84568,691.8888889,709.8888889,1577.450617,16548.84568,567.6296296,926.5246914,1793.765432,22720.64198,1287.024691,7050.450617,5783.851852,8302.123457,1355.092593,366.3148148,2487.228395,14832.14815,442.1728395,717.5432099,590.2839506,18779.09259,737.6666667,138.1049383,7516.253086,14412.7037,1494.41358,906.1234568,2852.790123,12621.40741,620.2839506,291.7901235,2199.641975,9867.666667,1141.506173,446.382716,1318.537037,8003.981481,759.3580247,174.4938272,4555.04321,6744.08642,1376.246914,355.4444444,3423.351852,315.6851852,468.345679,162,16.05243077,13.90823902,0.499305975,0.835051546,0.635294118,-0.270290314 -1965,41368.21978,995.7362637,508.5384615,1074.010989,37552.45055,772.6373626,879.956044,1562.857143,21256.31868,619.4175824,1454.065934,1752.923077,29644.58242,1383.582418,4637.043956,3578.659341,10219.47253,1403.89011,384.1208791,2545.758242,21565.42857,518.7472527,960.6813187,815.967033,25578.84615,935.5494505,134.4505495,2209.67033,20133.07692,1732.956044,685.6043956,2830.901099,17573.27473,675.8131868,315.7252747,1361.164835,13813.83516,1079.318681,473.6813187,1371.142857,10590.49451,811.1648352,180.3516484,3999.989011,9662.505495,1406.494505,212.8351648,3410.384615,390.4945055,466.4725275,91,13.89737128,8.785225265,0.774845917,0.919191919,0.722222222,-0.052047743 -1966,28838.45882,1069.364706,528.2470588,1085.035294,24154.31765,736.8705882,751.3411765,1513.964706,13346.10588,595.4588235,661.4117647,1793.329412,19012.27059,1328.270588,5598,3838.611765,6561.152941,1326.211765,353.4588235,2595.435294,12375.50588,444.1647059,392.1058824,564.8588235,14404.21176,703.1764706,125.5411765,3692.082353,11020.52941,1563.023529,766.9647059,2805.835294,9857.494118,574.7647059,271.0588235,1949.035294,7611.188235,1029.741176,431.8823529,1324.011765,5957.588235,695.7294118,165.7294118,3775.011765,5027.152941,1264.964706,179.7529412,3383.752941,436.8588235,464.3882353,85,12.59015231,8.916865308,0.705970482,0.923913043,0.787037037,-1.505465273 -1967,38261.40385,864.1153846,552.3846154,1132.519231,31849.40385,699.6346154,560.6923077,1667.057692,19162.69231,538.9230769,432.8076923,1740.807692,25667.11538,1305.576923,4792.326923,2996.75,9343.423077,1281.442308,354.1153846,2386.942308,18822.80769,645.7307692,140.7307692,468.75,22416.32692,433.5769231,122.75,2669.923077,17551.82692,1444.75,741.9615385,2818.269231,15210.28846,788.4038462,292.7884615,1991.269231,12238.82692,830,427.3846154,1306.307692,9002.980769,653.1730769,160.9423077,3383.865385,7901.557692,1361.673077,207.4807692,3231.557692,694.4807692,464.4038462,52,9.675151515,7.216907291,0.666033435,0.896551724,0.641975309,-0.652159659 -1968,27724.60194,946.7184466,834.6407767,1183.737864,24396.98058,748.6116505,831.1456311,1794.485437,14025,558.7378641,552.6601942,1780.747573,19655.25243,1351,2031.834951,1351.524272,7019.417476,1323.466019,372.7864078,2441.456311,13995.59223,6560.563107,507.5533981,487.592233,16444.80583,518.9126214,129.9902913,1420.271845,12963.03883,1555.660194,549.3980583,2816.524272,11310.95146,3634.291262,284.1650485,1715.640777,9243.15534,923.0776699,428.5533981,1327.980583,6884.058252,757.3883495,167.1067961,3996.699029,5920.213592,1397.456311,265.7669903,3292.970874,723.815534,464.5048544,103,13.12450781,10.57835069,0.591915804,0.911504425,0.613095238,-1.452828468 -1969,29035.46296,806.0864198,518.345679,1047.746914,25310.98765,678.8271605,767.8209877,1541.185185,13639.7037,504.5061728,1342.950617,1757.54321,19620.64815,1167.62963,5930.265432,3225.222222,6931.265432,1179.666667,332.4259259,3784.524691,13919.83333,1015.388889,791.5679012,1304.555556,16588.38272,481.8580247,120.6049383,4098.407407,12962.62346,1962.382716,577.5,2795.228395,10845.67284,680.8765432,250.0987654,4668.518519,8932.555556,1114.87037,391.2592593,1314.975309,6264.024691,799.7407407,151.5123457,3243.283951,5462.91358,1157.962963,254.9382716,3290.228395,841.1851852,468.6419753,162,19.31485813,11.36774122,0.808461518,0.895027624,0.595588235,0.961399438 -1970,27489.81287,753.5380117,464.005848,1065.912281,14246.15789,456.748538,337.3333333,1292.263158,6023.894737,362.0409357,772.0584795,1627.865497,10144.33918,912.4327485,4368.842105,1587.204678,3676.321637,956.9064327,261.4678363,2681.356725,6682.339181,382.5789474,1321.842105,500.7836257,7713.994152,290.4444444,98.32748538,3474.298246,5905.05848,1379.391813,485.3508772,2803.812865,4646.421053,452.8070175,193.9181287,2593.754386,3258.865497,715.9298246,306.0350877,1273.48538,1577.421053,817.3976608,128.2690058,1471.122807,1632.28655,849.0701754,144.2923977,2931.807018,1082.538012,467.5087719,171,16.89858774,13.14709594,0.628264666,0.93956044,0.763392857,-0.249088731 -1971,45509.25,864.4396552,492.1293103,1122.318966,10641.2069,420.0086207,263.9224138,1204.077586,4502.905172,339.5,366.9913793,1599.793103,7542.155172,848.4655172,2499.801724,1564.224138,2780.491379,888.1637931,248.612069,2636.181034,5232.198276,264.2068966,98.22413793,438.9310345,6148.775862,289.1724138,91.10344828,2547.37069,4636.974138,1246.034483,479.1810345,2765.318966,3583.422414,435.5775862,175.0517241,1685.681034,2458.887931,768.2241379,303.0431034,1256.5,1158.405172,517.8362069,128.8103448,796.2413793,1236.758621,805.7672414,98.31896552,2859.767241,1094.060345,465.8706897,116,14.63886658,10.64790039,0.68624347,0.928,0.69047619,-0.387725158 -1972,29142.99153,845.1610169,516.940678,1074.898305,26452.13559,680.6101695,692.1355932,1492.330508,14665.72881,544.3474576,705.8644068,1756.228814,21292.99153,1317.516949,3091.322034,3880.084746,7760.533898,1388.70339,384.8898305,2527.29661,14810.59322,548.9661017,539.6016949,794.7033898,17388.00847,414.8898305,151.940678,3266.449153,13659.66949,1634.067797,1002.110169,2806.220339,12090.37288,702.6779661,291.8644068,2013.432203,9667.737288,1112.118644,448.8559322,1325.042373,7548.135593,879.7711864,171.1610169,4974.228814,6562.627119,1359.29661,159.6610169,3226.957627,456.8135593,466.5,118,15.21051105,10.10534956,0.747407212,0.983333333,0.670454545,-1.223560949 -1973,26330.3545,916.3968254,615.962963,1091.555556,23681.03704,697.0846561,593.4656085,1562.756614,12957.58201,583.973545,516.2751323,1763.058201,18999.85185,1330.359788,3136.396825,1798.518519,6668.746032,1385.142857,373.2962963,2538.402116,12664.81481,7566.05291,351.3439153,502.1587302,15305.07937,548.8201058,129.0740741,1551.137566,11928.28571,1548.026455,695.4550265,2846.301587,10325.73545,2892.904762,276.6984127,1440.042328,8373.978836,1021.915344,434.2910053,1331.862434,6529.174603,728.8095238,167.5978836,2810.100529,5743.846561,1337.021164,394.8677249,3319.862434,481.2645503,469.6031746,189,17.32852399,14.05350241,0.585040596,0.969230769,0.75,0.177363876 -1974,28807.62319,891.8985507,503.1449275,1079.304348,24469.46377,712.6956522,734.7246377,1582.985507,14009.44928,561.2898551,552.4202899,1774.710145,19742.85507,1356.014493,2585.507246,1756.884058,7081.478261,1420.550725,360.2463768,2489,13556.21739,4480.15942,290.884058,483.9565217,15684.3913,492.7681159,124.3623188,2669.536232,12516.15942,1525.942029,765.1449275,2806.449275,10995.86957,671.5942029,297.6376812,1809.884058,8578.855072,909.0434783,446,1336.478261,6825.014493,734.5797101,169.9855072,3237.681159,5877.623188,1390,163.7246377,3333.521739,569.5942029,465.3623188,69,12.10164089,7.749937097,0.768038373,0.958333333,0.627272727,-0.567441804 -1975,27111.01923,917.9038462,489.4230769,1078.086538,23456.46154,699.3942308,516.0961538,1509.461538,13280.52885,555.0576923,503.6442308,1725,18677.88462,1324.807692,4258.278846,2147.788462,6493.894231,1251.548077,341.5480769,2400.75,13411.15385,451.8076923,249.8076923,512.4134615,15362.76923,542.9807692,123.5865385,2146.576923,12230.48077,1453,751.8076923,2813.182692,10750.375,631.4326923,274.3653846,1801.076923,8545.692308,899.2403846,424.5576923,1309.846154,6672.634615,673.8173077,164.7307692,4229.942308,5950.394231,1337.5,285.7692308,3235.769231,586.3557692,466.4519231,104,13.19526573,10.22702611,0.63189662,0.936936937,0.619047619,1.276942559 -1976,30646.28832,826.9087591,584.9927007,1093.923358,26583.40146,674.8832117,650.1715328,1602.781022,15373.4781,530.8138686,812.7408759,1808.678832,21712.64234,1271.372263,4034.167883,3607.357664,7808.259124,1286.70438,350.0875912,2472.718978,15481.58394,536.2664234,269.3065693,600.0145985,18603.16058,526.6642336,131.7153285,2550.171533,14453.19708,1608.989051,725.7153285,2788.967153,12397.91606,750.3868613,274.2737226,1844.664234,10124.98175,1189.759124,414.1131387,1307.737226,7720.361314,712.0656934,161.8905109,2554.945255,6666.463504,1365.054745,1954.686131,3197.149635,705.3357664,471.1021898,274,22.98262186,16.45486219,0.698131296,0.835365854,0.691919192,-0.090867851 -1977,8814.285714,738.5833333,467.0714286,1018.607143,9268.928571,612.7380952,516.6547619,1407.464286,4077.369048,484.0238095,680.5833333,1768.238095,7397.952381,1147.809524,6422.083333,3370.27381,2601.095238,1180.202381,372.2261905,2774.904762,5018.654762,415.797619,1756.333333,628.2738095,5929.321429,562.1547619,111.1309524,2318.333333,4493.166667,1715.797619,645.4642857,2774.619048,3929.166667,969.0357143,222.5238095,1772.75,3311.785714,1100.27381,372.2380952,1499.321429,2835.797619,1060.309524,158.2261905,6250.059524,2234.964286,1202.25,632.4166667,3075.190476,744.8690476,465.1428571,84,11.97275174,9.810340716,0.573237923,0.933333333,0.636363636,-0.755606117 -1978,21385.66019,800.8640777,631.5728155,1073.31068,19109.7767,638.3980583,811.1165049,1660.786408,10286.23301,491.2621359,1227.718447,1817.466019,15416.36893,1230.349515,8264.631068,4370.242718,5410.92233,1168.61165,349.5048544,4147.223301,10386.81553,6017.563107,1898.825243,968.4174757,12406.84466,479.4466019,122.3883495,6868.737864,9633.339806,2155.893204,740.9126214,2797.427184,7861.805825,719.7475728,261.2330097,8902.504854,6494.116505,1042.262136,393.1359223,1366.184466,4569.728155,1123.213592,152.1067961,4831.650485,3871.165049,1208.407767,314.3009709,3369.330097,864.2718447,466.7669903,103,14.188272,9.757302687,0.725993108,0.919642857,0.613095238,0.443008458 -1979,21382.78095,706.7904762,511.9238095,1083.238095,17618.91429,563.9142857,454.8857143,1683.314286,8620.352381,432,538.7904762,1783.180952,13668.90476,1058.161905,5524.771429,2651.52381,4888.990476,1095.390476,310.8285714,3172.752381,8837.819048,5959.114286,627.6285714,494.952381,10795.8381,408.2761905,111.7238095,8266.07619,8723.380952,1453.209524,662.5619048,3269.67619,6945.704762,585.247619,238.8285714,13259.81905,5483.838095,762.447619,364.0857143,1322.361905,3273.485714,769.3333333,147.5714286,3830.733333,3067.209524,1051.580952,194.3904762,3149.409524,1008.8,467.5904762,105,13.7326773,10.21365702,0.66845964,0.954545455,0.535714286,-0.701286448 -1980,48582.22642,951.3962264,619.8113208,1129.528302,44318.71698,776.0754717,749.2830189,1697.754717,25579.69811,624.6415094,754.8867925,1776.735849,35194.18868,1418.962264,8635.660377,6147.792453,12585.28302,1479.226415,404.3962264,2670.45283,25326,490.9056604,139.2830189,581.9622642,30079.4717,452.754717,139,6347.660377,23987.49057,1704.698113,898.6415094,2881.754717,21079.84906,667.8679245,323.5849057,2670.679245,16132.92453,987.6037736,491.3396226,1315.660377,11963.37736,679,198.6037736,3382.226415,10593.41509,1464.301887,283.7924528,3354.415094,271.754717,467.5849057,53,12.57679079,5.514231332,0.89875801,0.946428571,0.736111111,0.162581082 -1981,27615.01942,858.4174757,587.368932,1106.592233,26079.14563,670.9320388,731.0582524,1676.592233,14477.8835,535,559.3009709,1799.980583,19680.95146,1265.417476,10687.2233,6291.417476,7352.495146,1310.708738,362.0194175,2405.291262,15538,440.3009709,160.2135922,458.368932,17177.30097,462,127.3203883,11982.25243,13032.49515,1462.359223,998.4174757,2857.873786,11523.37864,600.7475728,291.7087379,2416.271845,9121.737864,947.2912621,444.6990291,1304.339806,7336.097087,646.6699029,182.3300971,8123.728155,6119.368932,1358.640777,196.4951456,3441.873786,304.2912621,467.5728155,103,14.02516882,9.623395932,0.727458315,0.895652174,0.66025641,-0.621347846 -1982,37458.61379,1027.855172,528.2275862,1098.331034,32461.02759,675.3655172,478.0551724,1550.02069,18772.91034,563.0275862,538.5172414,1766.455172,26435.28276,1316.075862,5789.627586,3274.144828,9361.255172,1393.213793,383.5586207,2499.937931,18299.13793,468.4,255.8896552,516.8827586,21753.73103,438.0965517,132.8137931,3838.627586,16870.45517,1640.662069,872.2206897,2816.744828,14645.55862,737.1172414,293.3034483,1695.062069,11946.97931,956.2482759,448.1862069,1306.77931,9096.751724,727.5931034,174.1241379,2222.4,8241.489655,1373.57931,565.6896552,3308.462069,496.1034483,469.2137931,145,16.79476601,12.42739661,0.672654703,0.788043478,0.533088235,-1.069854871 -1983,62516.60135,986.7905405,569.4594595,1198.763514,56029.35811,791.9054054,525.8513514,1919.364865,30640.54054,605.2027027,519.2297297,1814.574324,40775.17568,1417.702703,8689.77027,5746.831081,15897.02703,1524.560811,414.7702703,4016.959459,29585.11486,467.4864865,169.1351351,440.7635135,36213.40541,449.3310811,139.3445946,6143.574324,27491.82432,1567.594595,722.5608108,2830.121622,22499.37162,623.6824324,326.7635135,2406.202703,13703.25676,864.5810811,463.7905405,1305.655405,11194.23649,652.4527027,179.9797297,2405.972973,9263.493243,1386.952703,125.3716216,3324.304054,184.9797297,471.2162162,148,16.53876132,12.44169963,0.658849038,0.886227545,0.578125,-1.040238996 -1984,44625.6,859.2,463.0181818,1118.381818,36585.05455,725.3636364,673.2181818,1638.472727,22424.89091,551.1454545,899.9636364,1808.890909,30976.2,1351.818182,3361.909091,3526.545455,10821,1365.818182,372.7454545,2471.545455,22067.61818,466.9454545,222.1272727,696.3090909,25310.78182,916.7636364,123.1818182,3173.563636,20494.96364,1521.363636,745.5454545,2802.854545,18036.10909,773.5636364,291.1454545,1880,14438.89091,1128.363636,429.7272727,1307.418182,10940.78182,696.0545455,168.5272727,2700.254545,9406.254545,1416.036364,562.6909091,3240.545455,623.7090909,468.3272727,55,11.00890685,6.580261213,0.801703755,0.901639344,0.654761905,-0.096820142 -1985,35345.05,830.1833333,454.6666667,1090.85,30112.76667,692.1666667,813.2,1606.233333,18587.16667,517,642.1333333,1747.933333,24422.85,1264.683333,3535.583333,2507.266667,8747.35,1271.233333,432.95,2462.766667,17772.4,470.45,146.0333333,554.4333333,20917.3,476.6833333,122.15,2273.883333,16726.05,1809,678.5666667,2802.283333,14686.75,670.7333333,281.0166667,1703.516667,11823.18333,1157.033333,421.4166667,1309.916667,8525.983333,654.8666667,160.5166667,2599.216667,7587.35,1349.066667,207.65,3208.95,753.75,467,60,9.704216226,8.455462974,0.490717942,0.923076923,0.6,-0.863622684 -1986,30855.43519,834.9444444,525.2314815,1068.175926,24636.59259,663.3611111,640.462963,1574.981481,13894.9537,491.462963,804.3518519,1715.055556,19262.81481,1192.138889,5721.564815,3626.425926,7039.416667,1212.083333,336.5740741,2441.453704,13739.52778,511.1203704,448.0185185,622.1944444,16634.31481,686.2777778,123.6296296,5219.611111,13169.98148,1627.907407,632.0555556,2808.898148,11222.37037,825.1574074,254.0648148,2337.101852,9262.462963,927.6203704,402.212963,1305.861111,6752.731481,715.3333333,164.1666667,5077.287037,5872.37037,1226.574074,252.5555556,3230.675926,796.6018519,468.1388889,108,12.68072318,10.92324263,0.507918148,0.955752212,0.755244755,1.049171182 -1987,35949.73913,875.9275362,530.6231884,1093.442029,30961.47101,701.826087,777.0652174,1609.818841,17610.57246,547.8768116,1733.84058,1773.826087,25054.84783,1284.028986,6127.050725,3178.492754,9056.326087,1279.971014,387.9347826,2986.202899,17557.16667,482.0507246,1191.615942,1030.471014,21112.98551,542.7681159,186.057971,2614.195652,16450.36957,1944.326087,598.6666667,2812.181159,13640.28261,643.2173913,276.3478261,4078.34058,11363.51449,1382.043478,421.4347826,1361.231884,7971.376812,977.0434783,165.9130435,3299.268116,6803.086957,1294.623188,1058.173913,3255.376812,829.2681159,471.0507246,138,15.80079236,12.22192696,0.633795213,0.8625,0.616071429,-0.028775292 -1988,48706.875,924.3295455,595.2954545,1154.795455,30375.0625,608.7102273,453.8295455,1587.971591,15690.11364,486.8068182,1140.267045,1788.085227,21021.80682,1150.9375,10381.96023,5250.232955,8393.443182,1227.130682,337.1363636,2453.625,16462.61932,380.2784091,120.3920455,578.6875,19345.59659,374.1306818,246.8806818,6939.676136,14890.01705,1630.403409,738.2897727,2858.994318,12807.73295,554.7215909,270.2840909,2919.085227,9274.039773,851.1022727,405.7102273,1292.886364,7488.4375,593.8920455,169.2727273,3598.636364,6095.676136,1203.369318,169.4261364,3280.340909,232.3522727,472.6875,176,20.33676479,12.42631946,0.791609487,0.822429907,0.514619883,-1.047786744 -1989,44332.36986,859.2328767,614.369863,1107.972603,38996.45205,665.2054795,604.0136986,1664.890411,20476.78082,539.109589,864.1780822,1785.630137,28038.9589,1242.739726,10373.49315,6513.493151,10353.05479,1334.794521,360.739726,3618.506849,20771.10959,427.1643836,136.3150685,675.1232877,25427.94521,407.6849315,131.3287671,11675.41096,19289.46575,1753.726027,956.4246575,2835.808219,16397.68493,592.6027397,275.6575342,3533.191781,11981.17808,915.1780822,437.9863014,1339.219178,9667.493151,619.1780822,173.4246575,4938.739726,8062.780822,1291.191781,178.0821918,3298.726027,244.3561644,470.8493151,73,11.70805548,8.383431118,0.698059683,0.948051948,0.623931624,-0.082677793 -1990,29325.87097,928.516129,560.9225806,1116.277419,24372.74839,716.4516129,603.4709677,1619.922581,14403.08387,552.3548387,755.6,1781.16129,19639.34839,1376.903226,4841.16129,3191.741935,7117.916129,1658.483871,379.8387097,2586.780645,13865.50968,521.9032258,434.6774194,713.3290323,16192.44516,485.3677419,142.0709677,4583.741935,12620.91613,1763.987097,767.6322581,2822.116129,11224.43226,666.1870968,295.1354839,2370.387097,8826.658065,1056.135484,463.0064516,1356.76129,6992.883871,745.8645161,183.2645161,5597.916129,6142.16129,1396.174194,168.9032258,3269.567742,535.2516129,471.5806452,155,17.56474548,12.08203693,0.725846024,0.895953757,0.60546875,-0.839945381 -1991,24812.74157,816.5842697,476.3370787,1061.202247,20953.95506,670.2921348,619.0449438,1499.393258,12232.95506,510.2247191,615.9213483,1750.393258,16957.69663,1281.460674,5394.325843,2647.269663,6195.202247,1266.797753,338.9101124,2443.719101,12242.44944,448.494382,379.3932584,667.1797753,14089.35955,399.8988764,118.8539326,3477.685393,11067.41573,1611.247191,781.494382,2786.573034,9681,717.505618,261.9101124,2071.977528,7752.146067,1028.674157,398.7752809,1303.955056,6267.258427,732.8089888,162.7752809,4783.292135,5378.696629,1342.898876,408.6629213,3255.775281,605.1011236,469.0224719,89,13.28741883,8.913617714,0.741609897,0.908163265,0.674242424,0.807747086 -1992,38416.88462,864.7307692,489.8230769,1098.292308,33006.86154,708.8461538,535.2307692,1567.576923,18912.08462,544,1557.392308,1736.753846,27571.30769,1324.530769,4049.238462,3412.169231,9582.269231,1294.853846,370.5615385,2555.569231,19179.55385,464.9076923,176.5076923,945.0923077,22633.75385,517.1153846,186.2538462,2226.630769,17682.67692,1848.730769,608.2923077,2801.276923,15624.66154,685.2230769,283.0846154,1815.084615,12749.73077,1297.284615,427.6461538,1301.315385,9286.676923,641.6230769,162.7307692,2704.184615,7923.423077,1366.653846,616.3076923,3236.630769,759.9538462,472.6692308,130,17.83326397,9.611175581,0.842339983,0.921985816,0.637254902,-0.411392513 -1993,40718.85227,904.3181818,501.2159091,1121.806818,32500.17045,737.3295455,738.5,1616.431818,19279.375,566.7159091,2143.306818,1883.545455,26945.22727,1336.602273,4005.375,5090.909091,9628.795455,1314.284091,368.75,2825.931818,19205.73864,487.4204545,370.1022727,1834.534091,22574.78409,479.0795455,250.7954545,2151.125,17702.06818,2239.204545,730.7386364,2827.556818,15631.63636,634.2840909,288.6136364,1908.443182,12647.90909,1599.431818,436.0340909,1312.272727,9062.534091,705.125,167.7272727,2688.045455,7824.534091,1381.636364,435.8636364,3208.261364,770.4659091,468.7272727,88,12.96422663,9.253606919,0.700369885,0.88,0.727272727,0.581821903 -1994,35353.12088,832.9010989,623.6813187,1123.21978,31049.52747,687.4835165,606.7142857,1673.197802,19296.56044,548.4945055,761.2197802,1812.417582,27794.01099,1337.32967,9275.263736,4288.384615,9707.252747,1296.263736,368.0989011,2482.142857,19187.12088,485.6263736,615.8571429,742.5604396,23025.17582,519.1538462,152.3076923,6114.747253,17752.98901,1802.186813,911.021978,2827.296703,14939.89011,751.7142857,284.4945055,2734.582418,12328.05495,997.978022,420.2637363,1319.89011,8863.450549,801.6923077,168.8241758,4541.395604,7376.406593,1352.483516,1143.989011,3328.428571,812.2527473,469.9120879,91,14.26849768,9.018323156,0.774932227,0.892156863,0.5,1.000412192 -1995,20153.27397,679.3561644,446.5547945,1036.873288,12441.44521,477.5171233,435.1609589,1293.688356,5791.506849,359.130137,833.3253425,1669.133562,9069.308219,890.9452055,4291.835616,1664.804795,3343.215753,944.3116438,261.5547945,3544.195205,5878.695205,727.0376712,1283.544521,673.7226027,7193.671233,326.239726,98.08561644,3299.993151,5610.246575,1445.246575,512.4041096,2799.582192,4451.369863,466.2157534,195.0684932,5378.616438,3403.65411,791.1815068,320.4417808,1303.400685,1895.626712,843.760274,128.9417808,2222.003425,1796.14726,867.8561644,185.2910959,2977.969178,1034.071918,472.1883562,292,23.49114657,15.94366837,0.734406687,0.966887417,0.746803069,-1.269134799 -1996,34110.2766,890.9148936,555.1276596,1091.170213,29623.40426,770.4042553,709.8297872,1616.978723,17717.7234,565.5957447,998.4042553,1887.787234,23618.55319,1309.297872,9966.085106,5679.12766,8581.680851,1337.978723,372.1914894,2411.787234,16224.82979,394.2765957,278.7446809,1015.382979,20989.29787,445.5319149,179.4468085,5389.659574,16297.40426,1856.212766,867.9787234,2801.425532,14052.82979,625.893617,295.893617,1975.957447,10976.17021,952.7446809,454.2978723,1303.106383,8523.808511,673.9148936,192.2553191,6356.638298,7728.06383,1379.787234,392.5531915,3386.361702,325.9148936,469.5531915,47,8.865691882,7.342969401,0.56036541,0.87037037,0.652777778,0.365709532 -1997,37355.63918,879.185567,568.6907216,1131.134021,33221.1134,722.8865979,843.7731959,1631.030928,18398.87629,564.2783505,947.4226804,1795.773196,26250.52577,1361.680412,3058.969072,3164.268041,9238.391753,1446.319588,382.6701031,2608.938144,18503.57732,1171.206186,426.3608247,709.8762887,22359.15464,457.3505155,260.0824742,3944.649485,17193.3299,1897.989691,814.0721649,2828.309278,15036.59794,822.1752577,309.0206186,1663.453608,12146.17526,1230.453608,466.1649485,1320.309278,9379.42268,751.6185567,179.7319588,5298.092784,8242.134021,1411.907216,233.2268041,3349.134021,467.9175258,470.2989691,97,13.34829115,9.82714766,0.676752975,0.923809524,0.746153846,-1.302137591 -1998,30190.16129,974.1505376,517.5376344,1083.774194,25949.24731,744.4193548,668.7311828,1552.634409,15199.21505,579.3225806,440.0430108,1751.053763,21192.5914,1402.387097,3680.860215,2400.032258,7095.903226,1333.645161,358.6129032,2408.075269,12756.29032,860,402.688172,472.2903226,15001.74194,421.344086,122.5591398,2468.430108,11920.80645,1461.623656,714.9892473,2821.010753,10566.41935,616.172043,285.6989247,1910.408602,8363.505376,866.1075269,438.8494624,1319.27957,6677.924731,731.6129032,173.516129,3482.591398,5889.129032,1369.602151,186.0537634,3264.580645,575.2365591,471.0752688,93,13.03601979,9.580493484,0.678148674,0.920792079,0.510989011,-0.665739174 -1999,24428.53623,770.0434783,582.0434783,1074.536232,20757.01449,607.826087,769.3333333,1693.275362,11028.24638,472.9565217,502.3913043,1812.956522,15955.73913,1155.57971,11135.63768,4135.565217,5663.086957,1160.84058,330.2608696,2609.449275,11011,2070.202899,147.6666667,488.2608696,13109.26087,446.4202899,125.4927536,13785.37681,10599.56522,1379.478261,911.9710145,2793.15942,8876.985507,642.9275362,259.115942,13764.52174,7218.014493,827.7971014,398.2608696,1299.536232,4873.15942,607.1449275,154.8405797,4147.753623,4359.202899,1162.695652,192.8985507,3326.971014,903.8405797,468.8985507,69,10.46406421,8.414369665,0.594466189,0.958333333,0.766666667,0.909383046 -2000,40183.60256,884.6089744,543.3461538,1106.532051,33771.86538,733.1858974,648.2628205,1576.403846,19881.35256,572.1730769,584.2435897,1770.378205,27330.60897,1382.141026,3546.711538,3316.641026,9535.833333,1557.673077,385.1282051,2445.192308,18833.48718,504.4230769,295.9615385,532.0769231,22288.27564,443.3910256,153.0128205,3428.852564,17592.78846,1627.596154,917.9615385,2823.576923,15605.03846,652.0128205,303.2628205,2231.192308,12222.36538,988.974359,469.1602564,1341.25641,9453.147436,730.7051282,179.9679487,5316.615385,8395.192308,1427.397436,143.5128205,3199.942308,546.6538462,473.7692308,156,19.23908068,10.71836815,0.830435782,0.906976744,0.509803922,-0.757582046 -2001,29819.20988,822.9135802,479.7283951,1071.617284,26597.98765,698.9382716,617.0864198,1551.358025,14809.58025,524.7160494,1298.37037,1797.790123,21781.62963,1325.320988,6246.728395,4329.222222,7638.777778,1275.987654,345.5185185,2589.098765,15157.14815,446.6419753,310.6049383,814.5555556,17805,446.3333333,122.1728395,4338.037037,13675.87654,1813.160494,919.7283951,2790.320988,11861.95062,703.617284,269.5555556,2443.851852,9584.654321,1390,401.5185185,1297.790123,7637.246914,717.3950617,162.5802469,5301.382716,6572.012346,1363.728395,485.0493827,3172.481481,615.1358025,470.7407407,81,12.61395889,8.928328459,0.706399509,0.852631579,0.613636364,-0.717959387 -2002,44222.52174,821.7608696,507.2608696,1083.630435,36389.56522,711.6086957,744,1587.434783,21896.3913,524.6086957,1157.347826,1784.23913,30636.71739,1285.5,4933.108696,3272.913043,10874.52174,1285.304348,452.6521739,2588.456522,21638,463.8478261,880.2391304,1325.304348,25886.1087,396.2173913,136.5434783,4056.347826,20774.06522,2160.978261,797.9347826,2786,17383.82609,617.6521739,278.3478261,2237.021739,14354.71739,1078.717391,425.5652174,1331.608696,9881.586957,852.6304348,163.7173913,3601.978261,8765.021739,1301.369565,591.2173913,3268.76087,820.7608696,469.2608696,46,10.34751863,6.963497313,0.739676134,0.807017544,0.511111111,-0.132961873 -2003,23104.50838,743.3519553,516.8435754,1073.413408,19940.56425,602.0837989,482.8715084,1675.324022,10376.37989,459.1117318,594.698324,1754.564246,15228.62011,1123.659218,5778.519553,3674.407821,5632.664804,1159.424581,328.0558659,2922.324022,10737.4581,3319.022346,1303.22905,494.9832402,12627.17318,432.1396648,118.9888268,6023.536313,10291.48603,1504.26257,743.0558659,2801.547486,8331.128492,590.8324022,257.7094972,11311.77654,6867.486034,805.2346369,382.972067,1323.469274,4624.251397,951.122905,153.8994413,4023.324022,4101.916201,1157.899441,191.5363128,3214.26257,948.0446927,472.2402235,179,17.61561105,13.28576334,0.656640244,0.957219251,0.662962963,-1.461076067 -2004,27841.10938,780.953125,500.625,1100.96875,24380.90625,626.5,772.359375,1726.984375,12460.48438,471.578125,530.359375,1756.9375,18668.01563,1170.5,4918.515625,2784.234375,6767.125,1170.59375,340.265625,2704.1875,12682.4375,6576.484375,156.75,486.1875,15001.15625,468.796875,119.390625,6843.5625,12275.0625,1473.609375,650.21875,2806.75,9823.6875,695.75,256.78125,10826.51563,8004.109375,789.03125,402.8125,1293.75,5296.65625,646.25,147.09375,2724,4713.53125,1168.90625,143.25,3295.578125,961,470.84375,64,12.2355773,7.409454978,0.795794752,0.820512821,0.533333333,0.332480148 -2005,27079.67568,969.6666667,573.2882883,1108.189189,24458.11712,759.0540541,845.8738739,1567.36036,13007,574.3603604,1667.774775,1795.108108,18252.81982,1390.855856,4565.513514,3732.927928,6621.108108,1383.594595,377.027027,2892.576577,12438.25225,1153.189189,704.2792793,1438.711712,14177.1982,485.8198198,195.6306306,3663.783784,10797.82883,2294,816.5225225,2825.540541,9622.234234,817.6756757,296.5405405,1662.297297,7676.36036,1460.135135,475.0540541,1448.648649,6099.387387,824.5585586,184.5135135,7498,5118.081081,1430.414414,525.6936937,3220.234234,423.7927928,472.6486486,111,14.65943394,10.06408078,0.727105368,0.932773109,0.711538462,-0.960849058 -2006,16558.91765,756.6352941,460.8588235,1040.670588,14887.43529,634.6588235,535.5529412,1444.976471,7816.258824,519.9529412,943.8352941,1810.482353,12336.31765,1202.917647,5607.623529,3632.411765,4312.458824,1343.505882,302.9176471,2503.858824,8478.694118,488.8235294,1002.541176,742.4705882,9830.447059,812.0941176,117.8588235,2237.505882,7598.505882,1727.717647,819.2,2794.058824,6658.047059,928.6941176,237.0705882,1744.211765,5509.011765,1154.811765,372.4823529,1287.388235,4512.552941,877.2,145.1764706,3278.482353,3724.435294,1228.105882,1023.752941,3136.317647,630.0352941,472.4470588,85,15.22993134,8.54240315,0.827886467,0.745614035,0.467032967,-0.449150235 -2007,25891.40217,790.9673913,515.3695652,1090.597826,23512.56522,664.5217391,1087.184783,1619.532609,12530.5,502.8586957,2199.184783,1812.326087,17959.23913,1209.108696,7938.608696,2867.967391,6563.217391,1185.967391,335.0978261,4520.978261,12916.68478,1570.445652,500.6956522,1893.01087,15930.17391,434.7826087,121.7065217,4167.456522,12252.03261,2301.695652,604.0652174,2815.5,10285.54348,712.9130435,265.1847826,6633.576087,8633.554348,1200.217391,402.3913043,1339.076087,5941.826087,741.3152174,156.4456522,3672.26087,5240.48913,1232.445652,478.8695652,3312.108696,857.2717391,473.1086957,92,12.14061994,11.01461727,0.420584694,0.867924528,0.505494505,-1.381418264 -2008,14293.30952,639.9166667,503.4404762,1010.583333,9233.392857,485.297619,516.3452381,1417.511905,4621.083333,389.6785714,900.702381,1710.392857,7664.488095,965.3333333,7902.654762,3536.892857,2775.833333,988.702381,268.2619048,5406.369048,5026.047619,599.0357143,180,673.5714286,6052.369048,344.3928571,104.4404762,12076.40476,5060.357143,1626.880952,648.1785714,2782.178571,4096.47619,502.3333333,209.047619,10780.71429,3240.642857,819.3928571,335.9642857,1316.630952,1947.654762,696.1190476,133.202381,3355.214286,1924.178571,957.0357143,228.7738095,3021.464286,1017.238095,472.1904762,84,12.03965777,9.020456548,0.662311429,0.965517241,0.636363636,-0.992395686 -2009,55731.88345,955.8275058,544.5897436,1167.340326,18868.36597,490.5827506,251.0839161,1367.972028,7701.668998,373.4522145,325.4498834,1617.219114,13211.02331,946.5897436,4470.39627,1967.629371,4846.801865,980.6223776,273.5058275,2377.310023,8874.25641,331.9417249,90.13752914,389.6550117,10528.54312,356.0932401,101.2144522,3318.34965,8034.249417,1164.543124,476.1002331,2801.748252,6228.365967,467.3613054,196.2773893,1415.321678,4174.993007,619.020979,320.5081585,1255.386946,1968.818182,497.8671329,127.6689977,870.6410256,2121.634033,877.1375291,100.4731935,2967.431235,1100.104895,480.3473193,429,26.77399406,21.06451446,0.617268217,0.926565875,0.696428571,-0.359667298 -2010,39204.2967,1008.395604,523.3516484,1152.21978,34547.87912,832.2857143,634.1428571,1799.263736,19605.69231,609.2637363,681.2747253,1812.274725,27841.25275,1464.296703,4488.615385,3268.912088,9754.087912,1499.923077,408.8021978,2487.824176,19572.73626,551.6043956,298.8021978,564.6923077,22819.04396,647.4505495,155.021978,3131.43956,17405.24176,2320.967033,804.978022,2830.296703,15494.89011,690.0879121,333.5274725,2018.076923,12394.96703,1138.043956,512.2417582,1322.131868,9546.417582,891.2747253,193.8351648,4553.604396,8412.989011,1542.054945,238.3516484,3300.846154,435.4065934,473.1428571,91,14.07559964,9.03499573,0.766796192,0.875,0.541666667,-1.232765327 -2011,18952.78333,988.4666667,542.2166667,1033.416667,16415.25,666.9,432.8833333,1378.866667,9124.15,554.45,609.2333333,1762.533333,13136.25,1280.666667,2872.533333,2102.083333,4721.966667,1324.416667,336.5333333,2755.933333,8630.716667,379.8166667,201.2666667,524.4333333,10314.88333,389.65,124.1833333,2013.033333,7794.766667,1608.4,695.05,2789.866667,6831.15,708.3833333,236.85,1387.216667,5455.016667,845.45,406.7,1356.733333,4712.416667,629.5666667,157.2,3333.283333,4180.933333,1240,145.65,3342.133333,517.75,471.2333333,60,11.88075924,7.167736658,0.797509582,0.895522388,0.625,1.41533001 -2012,20625,796.7103448,680.1931034,1083.551724,18499.22759,647.0137931,564.4758621,1554.4,10369.52414,502.6827586,516.7862069,1740.903448,15659.53793,1241.386207,4982.006897,3271.972414,5473.731034,1230.8,344.4137931,2416.131034,10719.28276,609.3103448,152.462069,474.7655172,12996.48276,438.6068966,116.3931034,3896.151724,9957.682759,1407.206897,611.1103448,2781.151724,8614.6,1294.282759,248.0689655,1921.675862,7180.944828,896.9103448,394.8137931,1295.158621,5540.137931,658.4206897,158.2482759,5113.096552,4808.089655,1326.241379,2627.462069,3238.862069,718.8896552,474.2413793,145,15.52960934,12.0192685,0.633236689,0.973154362,0.69047619,1.176466883 -2013,31545.5812,841.8376068,498.6581197,1085.008547,27343.63248,695.5982906,523.4102564,1581.649573,16409.07692,540.7264957,742.6495726,1796.478632,22693.15385,1350.358974,8018.435897,3929.965812,8041.017094,1298.735043,352.5470085,2422.470085,16235.00855,490.8034188,129.034188,863.3931624,19535.44444,427.3675214,166.1196581,4446.410256,14841.23077,1710.803419,775.965812,2792.931624,12983.42735,733.0769231,283.2393162,2246.358974,10332.99145,919.1880342,415.7264957,1301.444444,7993.846154,647.0598291,162.3931624,5010.418803,6829.923077,1382.059829,739.1025641,3205.470085,651.6581197,475.025641,117,18.80992953,9.28181398,0.869772528,0.8125,0.541666667,1.453213897 -2014,35947.50962,891.3653846,482.2307692,1109.634615,30390.26923,692.0384615,705.6923077,1602.230769,18004.52885,531.0576923,798.625,1772.028846,25106.58654,1312.778846,5309.451923,3372.769231,8863.355769,1309.144231,352.3942308,2498.192308,17975.69231,482.5288462,131.3942308,1135.259615,21371.76923,510.6346154,124.1442308,3102.884615,16352.65385,1702.413462,730.1826923,2809.471154,14323.97115,653.8269231,283.8942308,1828.894231,11356.05769,1307.615385,412.2211538,1301.538462,8678.134615,640.1634615,161.875,3539.538462,7479.586538,1354.740385,282.2211538,3225.480769,669.7115385,476.2884615,104,16.72461617,8.214051742,0.871083221,0.912280702,0.65,0.24748617 -2015,30693.65432,892.8518519,492.5925926,1073.876543,26884.97531,658.9753086,836.7530864,1518.049383,14838.96296,524.2469136,1489.938272,1835.82716,21865.45679,1245.901235,6789.987654,4050.444444,7719.654321,1285.049383,333.5185185,2615.54321,15583.34568,700.4074074,136.6296296,2188.814815,18926.45679,438.037037,125.7777778,2896.148148,13990.46914,2417.802469,749.4938272,2798.061728,12045.04938,633.6790123,256.654321,1736.481481,9844.259259,1705.493827,395.3950617,1300.012346,7807.037037,622.3333333,157.7160494,3318.802469,6589.851852,1302.111111,321.8024691,3189.777778,677.5185185,475.5802469,81,15.13377836,8.737374553,0.816502022,0.723214286,0.490909091,0.295932632 -2016,29184.76471,828.2352941,610.1617647,1089.5,25403,681.3088235,643.9411765,1587.102941,14567.64706,534.5,429.1470588,1763.779412,20568.89706,1256.382353,6328.338235,3401.588235,7496.102941,1273.470588,341.1029412,2413.808824,15008.73529,476.8676471,816.7352941,470.4264706,18031.82353,440.6323529,122.75,3710.058824,13801.92647,1503.294118,773.2352941,2792.941176,11906.54412,800.2352941,263.3823529,2609.191176,9711.426471,860.6029412,404.6617647,1303.220588,7436.338235,922.8970588,161.2941176,4920.073529,6500.029412,1325.808824,167.3235294,3297.161765,693.5,473.1176471,68,12.44187578,8.347703652,0.741515168,0.829268293,0.566666667,0.45141803 -2017,27318.0339,762.5423729,643.5762712,1099.838983,23140.27119,623.9152542,607.0847458,1709.762712,12367.30508,467.1525424,567.5762712,1787.70339,18278.68644,1144.745763,6384.008475,3284.440678,6560.101695,1190.991525,331.1440678,3104.364407,12819.52542,4529.864407,699.4661017,467.8983051,14821.61864,428.3813559,117.8728814,5238.508475,12251.66102,1469.237288,772.7711864,2798.567797,10154.05932,575.7881356,256.4661017,8496.466102,8276.262712,912.7372881,395.0338983,1318,5731.779661,750.0423729,152.9745763,3524.508475,5014.661017,1192.372881,190.0423729,3290.101695,916.5338983,473.2457627,118,16.13230273,9.416068135,0.811985309,0.967213115,0.694117647,-1.416242588 -2018,20184.32407,690.1203704,483.1944444,1053.101852,16997.41667,569.462963,645.9722222,1550.87037,8765.342593,434.9074074,1145.888889,1780.805556,12864.75,1071.259259,7541.574074,4122.842593,4856.046296,1093.157407,310.6944444,4372.75,8967.388889,1900.611111,230.2314815,895.1851852,10790.83333,395.3333333,110.3240741,5309.87963,8864.453704,1714.62037,650.9166667,2790.212963,7133.361111,612.0462963,234.6574074,11179.13889,5783.592593,993.8518519,371.3888889,1328.268519,3626.435185,623.6203704,154.4537037,4761.648148,3379.62037,1088.305556,275.2685185,3166.712963,981.712963,474.8055556,108,12.34879263,11.81143785,0.291780722,0.87804878,0.593406593,0.068363451 -2019,55092.61538,940.8791209,603.3076923,1181.43956,43752.27473,721.6703297,416.2747253,1813.296703,22443.32967,557.3516484,656.8571429,1803.593407,30650.10989,1306.571429,11100.36264,6485.67033,11959.71429,1418.67033,385.2307692,2482.78022,22828.32967,432.4505495,133.2527473,501.8131868,27214.3956,584.7142857,138.7912088,9075.054945,21344.92308,1521.087912,728.2307692,2828.362637,17883.26374,616.8351648,317.7362637,4764.868132,11781.58242,853.7692308,442.978022,1315.131868,9421.615385,640.5384615,183.8791209,3885.659341,7860.120879,1332.571429,154.9120879,3333.824176,203.2857143,474.6813187,91,12.92270234,9.037539099,0.714775816,0.968085106,0.7,-1.111881795 -2020,25805.79381,1221.061856,551.4329897,1049.154639,25584.70103,773.2061856,432.1237113,1389.381443,15480.85567,656.4845361,486.1752577,1747.649485,21081.39175,1405.958763,4363.268041,2182.226804,6978.56701,1367.391753,369.1237113,2370.515464,12708.86598,419.3917526,367.9381443,406.3505155,15768.93814,389.7216495,125.4845361,3464.979381,12005.47423,1465.154639,650.2061856,2799.680412,10508.68041,599.5876289,267.4020619,1225.268041,8043.360825,798.8969072,413.4639175,1297.371134,6364.690722,665.814433,164.9690722,1717.443299,5753.989691,1257.597938,120.7319588,3647.804124,372.5979381,476.3505155,97,13.2101271,10.17334781,0.637902264,0.866071429,0.532967033,-1.023358666 -2021,28345.96154,964.0512821,531.8076923,1094.782051,23732.51282,763.6153846,687.3076923,1567.858974,14282.24359,582.3589744,499.6923077,1726.179487,19507.67949,1399.320513,5293.461538,2031.282051,6604.525641,1455.74359,367.7820513,2442.012821,13580.51282,648.2179487,412.9487179,494.2948718,16180.78205,466.8076923,129.4871795,2851.641026,12931.16667,2248.538462,770.1410256,2819.461538,11381.24359,662.6410256,295.5384615,1489.935897,8869.435897,925.2692308,451.3205128,1331.75641,6825.051282,906.7820513,176.7179487,4572.833333,6167.551282,1501.628205,173.0641026,3312.794872,558.6923077,474.3205128,78,11.30226695,8.931236195,0.612827963,0.962962963,0.709090909,-0.954568593 -2022,24193.29167,771.53125,472.125,1075.947917,20487.45833,622.7604167,514.2604167,1526.21875,11286.78125,499.1666667,606.5833333,1747.385417,15735.20833,1191.71875,6396.052083,2908.65625,5727.604167,1284.020833,346.4895833,2622.770833,11287.10417,505.0625,670.96875,571.59375,13244.51042,395.34375,116.875,2416.927083,10374.08333,2031.625,718.1666667,2790.239583,9159.104167,647.625,250.3541667,1871.958333,7343.1875,1115.208333,382.2604167,1291.84375,5764.59375,782.8645833,151.3229167,3312.5,4911.322917,1247.333333,496.3125,3157.052083,637.4270833,475.9270833,96,12.39133586,9.939047068,0.597194451,0.96969697,0.671328671,-0.350705859 -2023,37445.07965,844.3982301,581.3982301,1100.814159,31952.79646,688.6283186,511.1681416,1601.619469,18786.89381,538.2123894,440.539823,1749.362832,26180.26549,1296.132743,5321.672566,3803.283186,9493.769912,1300.584071,354,2414.00885,18968.74336,483.6637168,453.0619469,533.3097345,22849.34513,410.460177,122.4424779,5255.371681,17533.35398,1513.575221,1069.327434,2811.168142,15377.46018,679.8495575,276.8495575,2277.079646,12412.23009,885.2035398,419.5221239,1300,9261.893805,742.0973451,166.8141593,3374.451327,8096.548673,1359.699115,197.4070796,3269.831858,686.8584071,476.8495575,113,17.99497701,8.185494692,0.890554457,0.926229508,0.579487179,0.577471981 -2024,28391.42143,794.6642857,463.7214286,1063.75,24818.99286,665.0214286,582.4,1527.014286,14336.89286,515.35,940.7357143,1782.592857,19928.12857,1236.078571,4077.785714,2553.142857,7027.214286,1239.421429,351.4,2726.885714,14039.20714,558.4214286,617.0857143,510.5285714,16700.38571,401.1214286,119.7857143,1752.1,13075.07857,1738.221429,578.7642857,2818.378571,11445.27143,733.5857143,264.3928571,1678.621429,9354.214286,1120.435714,402.4357143,1367.9,6994.15,783.3571429,155.5785714,3241.857143,6091.928571,1296.692857,302.3285714,3168.728571,739.0857143,478.2928571,140,16.59457072,11.01889926,0.747726991,0.95890411,0.648148148,-0.352504472 -2025,15492.17949,756.3974359,481.5,1033.782051,16065.19231,637.3974359,522.1923077,1473.628205,6542.525641,469.1923077,923.5769231,1743.5,10273.75641,1138.24359,6223.564103,4429.846154,3803.884615,1210.641026,330.2435897,2897.628205,7179.705128,418.1794872,813.6153846,558.474359,8742.923077,397.7564103,112.6794872,3392.102564,6217.794872,1792.679487,672.2692308,2788.910256,5471.089744,793.0128205,235.8461538,2084.615385,4719.064103,993.3461538,380.4615385,1446.820513,3865.269231,794.4871795,156.7820513,5410.102564,2991.5,1207.064103,309.4358974,3115.487179,748.6025641,476.3717949,78,14.78323935,7.096328105,0.877254674,0.951219512,0.65,-0.176171628 -2026,36052.24051,861.8734177,528.0759494,1094.177215,27223.40506,629.5696203,455.1012658,1559.708861,16423.1519,504.2405063,621.5063291,1737.177215,23122,1212.126582,6261.506329,4215.481013,8012.164557,1225.405063,346.0759494,2454.240506,15965.78481,1588.683544,244.2278481,681.7468354,18905.65823,406.4303797,128.8481013,5116.177215,15058,1528.455696,688.3164557,2798.835443,12932.93671,1283.683544,257.8227848,2080.987342,10537.86076,952.6075949,404.7721519,1287.227848,7466.227848,638.8481013,157.0632911,4595.734177,6520.21519,1247.21519,225.1265823,3234.075949,786.4683544,475.0126582,79,11.54683533,9.379150426,0.583281319,0.908045977,0.548611111,-0.45540697 -2027,45668.30457,938.4670051,539.2538071,1145.248731,41925.40102,764.1675127,674.1624365,1760.060914,23879.76142,598.3401015,640.6903553,1807.812183,32284.9797,1385.522843,7792.873096,4745.604061,11706.48223,1463.441624,404.5736041,2427.045685,23612.08122,498.7664975,148.964467,541.4416244,28436.75127,470.284264,154.3401015,4834.451777,21921.85787,1617,986.0913706,2844.350254,19355.47716,641.893401,329.6700508,2124.548223,15072.44162,943.3756345,485.213198,1300.634518,11782.79188,677.4619289,189.3807107,4591.340102,10050.48731,1479.80203,142.6751269,3381.974619,291.9187817,479.7614213,197,19.97938578,13.59496646,0.732794819,0.86784141,0.609907121,-0.407778486 -2028,33111.69333,895.1066667,561.9066667,1112.506667,27973.72,706.1866667,650.2133333,1582.186667,15972.28,563.4266667,771.24,1801.346667,22808.72,1374.92,3046.506667,2540.066667,7955.28,1618.306667,378.4666667,2582.906667,15985.70667,474.7866667,646.4533333,777.04,19277.90667,455.8666667,136.9733333,4004.333333,14610.38667,1728.573333,718.1733333,2825.32,12821.17333,817.0933333,313.7333333,1567.986667,10136.94667,949.12,484.12,1398.08,8479.32,827.68,186.2266667,4733.906667,7722.52,1418.68,176.2533333,3298.413333,510.1866667,476.5066667,75,12.08472633,8.806881814,0.684767737,0.872093023,0.576923077,-0.075342521 -2029,24861.92308,920.1428571,599.2600733,1072.875458,21388.56777,697.2197802,683.8461538,1547.117216,12092.75458,531.8864469,791.3699634,1792.307692,17077.68864,1307.747253,2153.527473,1504.787546,5954.399267,1293.641026,332.7216117,2393.923077,12178.49817,461.3186813,407.5677656,605.6410256,13942.69231,418.3150183,204.4542125,1278.630037,11009.82418,1563.190476,703.4432234,2845.908425,9659.168498,638.2124542,269.4615385,1720.666667,7640.92674,914.7985348,409.3663004,1313.725275,6066.871795,685.010989,159.2490842,3438.567766,5275.43956,1320.307692,814.6630037,3189.747253,597.1391941,479.6776557,273,19.90721773,18.92111457,0.310831465,0.900990099,0.590909091,0.846067919 -2030,20480.0963,679.9259259,426.2592593,1023.644444,17831.74815,571.2222222,985.8222222,1443.881481,9452.162963,451.1111111,1684.422222,1763.481481,13718.18519,1070.244444,8138.177778,4237.355556,5050.022222,1108.703704,307.6,7062.77037,9626.814815,620.9037037,156.6592593,1074.037037,11360.13333,402.6074074,110.4296296,3871.525926,9198.792593,2082.148148,599.9185185,2807.244444,7832.888889,602.3111111,237.1407407,2637.081481,6356.103704,1404.348148,372.2444444,1283.903704,4406.851852,580.5925926,147.3333333,3827.451852,3797.696296,1093.474074,282.0444444,3146.066667,893.9777778,478.362963,135,17.61564984,10.17708728,0.816228023,0.906040268,0.649038462,0.402002094 -2031,23027.28,682.57,455.43,1018.15,20161.3,564.83,769.12,1486.59,10414.57,436.24,1741.84,1765.69,15619.15,1087.11,8278.76,4095.33,5663.54,1116,313.96,5623.25,11075.34,1005.09,134.71,917.78,13049.3,399.9,116.88,5512.84,10467.12,1955.39,645.9,2790.14,8889.6,549.67,229.15,7143.28,7217.67,1066.02,371.92,1301.36,5093.71,581.21,148.86,3432.82,4413.02,1104.98,399.68,3184.38,903.73,478.09,100,14.92797595,10.43932633,0.714815676,0.819672131,0.510204082,0.727318278 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