diff --git a/datascripts/3A-for-viz.py b/datascripts/3A-for-viz.py index c5906be7..39c7819c 100644 --- a/datascripts/3A-for-viz.py +++ b/datascripts/3A-for-viz.py @@ -31,12 +31,13 @@ with open('module_intro_C/war_navigo.csv', 'r') as f1: r = DictReader(f1) for year in r: + slope = float(year["slope"]) data.append({ "year": year["year"], "data_type": "navigation", "value": float(year['entrées']) if year['entrées']!='' else None, "kind" : year["source"], - # "slope" : , + "slope" : f"{'+' if slope>0 else ''}{slope*100:0.1f}%/an", # "reg_point": , "peace_reg_memory": year["reg_mem"], "peace_reg": year["reg_no_mem"], diff --git a/datascripts/module_intro_C/compute_navigo.py b/datascripts/module_intro_C/compute_navigo.py index 1bc9bbc3..018aae25 100644 --- a/datascripts/module_intro_C/compute_navigo.py +++ b/datascripts/module_intro_C/compute_navigo.py @@ -48,6 +48,10 @@ def war_reg(data, memory): # navigo war_years = [str(y) for ys in wars for y in ys] reg_navigo = defaultdict(lambda:defaultdict(str)) + slope_navigo = defaultdict(lambda:defaultdict(str)) + + (score, slope, y0) = regress.regress("carriere", {"carriere": carriere},"") + slope_carriere = slope average_loss_navigo={} for variable, data in navigo.items(): data_peace_navigo = {year:int(value) for year,value in navigo[variable].items() if year not in war_years} @@ -55,6 +59,7 @@ def war_reg(data, memory): (score, slope, y0) = regress.regress("navigo tonnage", {"navigo tonnage": data_peace_navigo},"") for year in years: reg_navigo[variable][year] = math.exp(slope*int(year)+y0) + slope_navigo[variable][year] = slope navigo_loss_rates = [(navigo[variable][year] - reg_navigo[variable][year])/reg_navigo[variable][year] for year in war_years if navigo[variable][year] != ''] average_loss_navigo[variable] = 0 @@ -72,19 +77,19 @@ def war_reg(data, memory): average_loss_carriere_no_mem = sum(carriere_loss_rates_no_mem)/len(carriere_loss_rates_no_mem) print("average loss carriere no mem", average_loss_carriere_no_mem ) - with open("war_navigo.csv", "w") as of: - writer = csv.DictWriter(of, ["year", "source","entrées", "reg_mem", "reg_no_mem", "avg_loss_label", "avg_loss", "avg_loss_no_mem", "avg_loss_no_mem_label"]) + writer = csv.DictWriter(of, ["year", "source","entrées", "reg_mem", "reg_no_mem", "avg_loss_label", "avg_loss", "avg_loss_no_mem", "avg_loss_no_mem_label", "slope"]) writer.writeheader() for year in years: - + # print('carrière slope', slope_carriere); writer.writerow({ "year": year, "source": "Carriere", "entrées" : carriere[year], "reg_mem": reg_memory[year], "reg_no_mem": reg_no_memory[year], + "slope": slope_carriere, "avg_loss_label": f"Perte memoire{average_loss_carriere_mem*100:0.1f}%", "avg_loss_no_mem_label": f"Perte {average_loss_carriere_no_mem*100:0.1f}%", "avg_loss":average_loss_carriere_mem, @@ -100,5 +105,7 @@ def war_reg(data, memory): "reg_no_mem": "", "avg_loss_label": f"Perte memoire{average_loss_navigo[variable]*100:0.1f}%", "avg_loss":average_loss_navigo[variable], - "avg_loss_no_mem": "" - }) + "avg_loss_no_mem": "", + "slope": slope_navigo[variable][year] + }) + diff --git a/datascripts/module_intro_C/war_navigo.csv b/datascripts/module_intro_C/war_navigo.csv index 6a686296..c0303ba4 100644 --- a/datascripts/module_intro_C/war_navigo.csv +++ b/datascripts/module_intro_C/war_navigo.csv @@ -1,297 +1,297 @@ -year,source,entrées,reg_mem,reg_no_mem,avg_loss_label,avg_loss,avg_loss_no_mem,avg_loss_no_mem_label -1726,Carriere,1401,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1726,Navigo entrées,,1762.1074305099087,,Perte memoire-22.9%,-0.22944005463184647,, -1726,Navigo mileage_total,,1224456.3232539014,,Perte memoire-66.4%,-0.6638794690407163,, -1726,Navigo tonnage,,149386.85570326258,,Perte memoire-44.0%,-0.4396999367941488,, -1727,Carriere,1478,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1727,Navigo entrées,,1778.1638544230732,,Perte memoire-22.9%,-0.22944005463184647,, -1727,Navigo mileage_total,,1233953.218156968,,Perte memoire-66.4%,-0.6638794690407163,, -1727,Navigo tonnage,,150666.92018631773,,Perte memoire-44.0%,-0.4396999367941488,, -1728,Carriere,1644,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1728,Navigo entrées,,1794.3665853913103,,Perte memoire-22.9%,-0.22944005463184647,, -1728,Navigo mileage_total,,1243523.7710673353,,Perte memoire-66.4%,-0.6638794690407163,, -1728,Navigo tonnage,,151957.95327215298,,Perte memoire-44.0%,-0.4396999367941488,, -1729,Carriere,1432,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1729,Navigo entrées,,1810.716956572892,,Perte memoire-22.9%,-0.22944005463184647,, -1729,Navigo mileage_total,,1253168.5532772131,,Perte memoire-66.4%,-0.6638794690407163,, -1729,Navigo tonnage,,153260.04894841395,,Perte memoire-44.0%,-0.4396999367941488,, -1730,Carriere,1444,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1730,Navigo entrées,,1827.2163132739058,,Perte memoire-22.9%,-0.22944005463184647,, -1730,Navigo mileage_total,,1262888.1405097512,,Perte memoire-66.4%,-0.6638794690407163,, -1730,Navigo tonnage,,154573.30200810678,,Perte memoire-44.0%,-0.4396999367941488,, -1731,Carriere,1508,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1731,Navigo entrées,,1843.8660130589444,,Perte memoire-22.9%,-0.22944005463184647,, -1731,Navigo mileage_total,,1272683.112953422,,Perte memoire-66.4%,-0.6638794690407163,, -1731,Navigo tonnage,,155897.80805649812,,Perte memoire-44.0%,-0.4396999367941488,, -1732,Carriere,1811,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1732,Navigo entrées,,1860.6674258628072,,Perte memoire-22.9%,-0.22944005463184647,, -1732,Navigo mileage_total,,1282554.0552966387,,Perte memoire-66.4%,-0.6638794690407163,, -1732,Navigo tonnage,,157233.66351807682,,Perte memoire-44.0%,-0.4396999367941488,, -1733,Carriere,1565,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1733,Navigo entrées,,1877.6219341032183,,Perte memoire-22.9%,-0.22944005463184647,, -1733,Navigo mileage_total,,1292501.5567626634,,Perte memoire-66.4%,-0.6638794690407163,, -1733,Navigo tonnage,,158580.9656435726,,Perte memoire-44.0%,-0.4396999367941488,, -1734,Carriere,1811,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1734,Navigo entrées,,1894.7309327945713,,Perte memoire-22.9%,-0.22944005463184647,, -1734,Navigo mileage_total,,1302526.2111447863,,Perte memoire-66.4%,-0.6638794690407163,, -1734,Navigo tonnage,,159939.81251703642,,Perte memoire-44.0%,-0.4396999367941488,, -1735,Carriere,1617,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1735,Navigo entrées,,1911.9958296627105,,Perte memoire-22.9%,-0.22944005463184647,, -1735,Navigo mileage_total,,1312628.6168417544,,Perte memoire-66.4%,-0.6638794690407163,, -1735,Navigo tonnage,,161310.30306297998,,Perte memoire-44.0%,-0.4396999367941488,, -1736,Carriere,1833,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1736,Navigo entrées,,1929.4180452607593,,Perte memoire-22.9%,-0.22944005463184647,, -1736,Navigo mileage_total,,1322809.376893511,,Perte memoire-66.4%,-0.6638794690407163,, -1736,Navigo tonnage,,162692.53705357917,,Perte memoire-44.0%,-0.4396999367941488,, -1737,Carriere,1620,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1737,Navigo entrées,,1946.9990130859987,,Perte memoire-22.9%,-0.22944005463184647,, -1737,Navigo mileage_total,,1333069.099017173,,Perte memoire-66.4%,-0.6638794690407163,, -1737,Navigo tonnage,,164086.61511593623,,Perte memoire-44.0%,-0.4396999367941488,, -1738,Carriere,1572,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1738,Navigo entrées,,1964.7401796978297,,Perte memoire-22.9%,-0.22944005463184647,, -1738,Navigo mileage_total,,1343408.395643327,,Perte memoire-66.4%,-0.6638794690407163,, -1738,Navigo tonnage,,165492.63873940628,,Perte memoire-44.0%,-0.4396999367941488,, -1739,Carriere,1571,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1739,Navigo entrées,,1982.6430048367754,,Perte memoire-22.9%,-0.22944005463184647,, -1739,Navigo mileage_total,,1353827.8839525697,,Perte memoire-66.4%,-0.6638794690407163,, -1739,Navigo tonnage,,166910.71028298428,,Perte memoire-44.0%,-0.4396999367941488,, -1740,Carriere,1393,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1740,Navigo entrées,,2000.708961544601,,Perte memoire-22.9%,-0.22944005463184647,, -1740,Navigo mileage_total,,1364328.185912356,,Perte memoire-66.4%,-0.6638794690407163,, -1740,Navigo tonnage,,168340.93298275888,,Perte memoire-44.0%,-0.4396999367941488,, -1741,Carriere,1677,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1741,Navigo entrées,,2018.939536285513,,Perte memoire-22.9%,-0.22944005463184647,, -1741,Navigo mileage_total,,1374909.9283141342,,Perte memoire-66.4%,-0.6638794690407163,, -1741,Navigo tonnage,,169783.4109594269,,Perte memoire-44.0%,-0.4396999367941488,, -1742,Carriere,1540,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1742,Navigo entrées,,2037.3362290684652,,Perte memoire-22.9%,-0.22944005463184647,, -1742,Navigo mileage_total,,1385573.7428107432,,Perte memoire-66.4%,-0.6638794690407163,, -1742,Navigo tonnage,,171238.24922587269,,Perte memoire-44.0%,-0.4396999367941488,, -1743,Carriere,2135,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1743,Navigo entrées,,2055.9005535705787,,Perte memoire-22.9%,-0.22944005463184647,, -1743,Navigo mileage_total,,1396320.2659541366,,Perte memoire-66.4%,-0.6638794690407163,, -1743,Navigo tonnage,,172705.55369481465,,Perte memoire-44.0%,-0.4396999367941488,, -1744,Carriere,1533,1745.315471636461,1745.315471636461,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1744,Navigo entrées,,2074.6340372616874,,Perte memoire-22.9%,-0.22944005463184647,, -1744,Navigo mileage_total,,1407150.139233364,,Perte memoire-66.4%,-0.6638794690407163,, -1744,Navigo tonnage,,174185.43118651473,,Perte memoire-44.0%,-0.4396999367941488,, -1745,Carriere,1966,1760.8489178831244,1760.8489178831244,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1745,Navigo entrées,,2093.538221530018,,Perte memoire-22.9%,-0.22944005463184647,, -1745,Navigo mileage_total,,1418064.0091128706,,Perte memoire-66.4%,-0.6638794690407163,, -1745,Navigo tonnage,,175677.98943655548,,Perte memoire-44.0%,-0.4396999367941488,, -1746,Carriere,1737,1776.5206130344843,1776.5206130344843,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1746,Navigo entrées,,2112.6146618090147,,Perte memoire-22.9%,-0.22944005463184647,, -1746,Navigo mileage_total,,1429062.5270710925,,Perte memoire-66.4%,-0.6638794690407163,, -1746,Navigo tonnage,,177183.33710368202,,Perte memoire-44.0%,-0.4396999367941488,, -1747,Carriere,2180,1792.331787516764,1792.331787516764,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1747,Navigo entrées,,2131.864927705321,,Perte memoire-22.9%,-0.22944005463184647,, -1747,Navigo mileage_total,,1440146.3496393294,,Perte memoire-66.4%,-0.6638794690407163,, -1747,Navigo tonnage,,178701.58377771426,,Perte memoire-44.0%,-0.4396999367941488,, -1748,Carriere,2195,1808.283682707081,1808.283682707081,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1748,Navigo entrées,,2151.2906031279213,,Perte memoire-22.9%,-0.22944005463184647,, -1748,Navigo mileage_total,,1451316.138440954,,Perte memoire-66.4%,-0.6638794690407163,, -1748,Navigo tonnage,,180232.83998752388,,Perte memoire-44.0%,-0.4396999367941488,, -1749,Carriere,2277,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1749,Navigo entrées,2291,2170.893286418482,,Perte memoire-22.9%,-0.22944005463184647,, -1749,Navigo mileage_total,1514057,1462572.5602308887,,Perte memoire-66.4%,-0.6638794690407163,, -1749,Navigo tonnage,190595,181777.21720908154,,Perte memoire-44.0%,-0.4396999367941488,, -1750,Carriere,2120,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1750,Navigo entrées,,2190.674590482838,,Perte memoire-22.9%,-0.22944005463184647,, -1750,Navigo mileage_total,,1473916.2869354128,,Perte memoire-66.4%,-0.6638794690407163,, -1750,Navigo tonnage,,183334.827873571,,Perte memoire-44.0%,-0.4396999367941488,, -1751,Carriere,2013,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1751,Navigo entrées,,2210.63614292372,,Perte memoire-22.9%,-0.22944005463184647,, -1751,Navigo mileage_total,,1485347.9956922808,,Perte memoire-66.4%,-0.6638794690407163,, -1751,Navigo tonnage,,184905.78537557606,,Perte memoire-44.0%,-0.4396999367941488,, -1752,Carriere,1892,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1752,Navigo entrées,,2230.779586174666,,Perte memoire-22.9%,-0.22944005463184647,, -1752,Navigo mileage_total,,1496868.368891123,,Perte memoire-66.4%,-0.6638794690407163,, -1752,Navigo tonnage,,186490.20408133487,,Perte memoire-44.0%,-0.4396999367941488,, -1753,Carriere,2360,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1753,Navigo entrées,,2251.1065776351634,,Perte memoire-22.9%,-0.22944005463184647,, -1753,Navigo mileage_total,,1508478.0942142012,,Perte memoire-66.4%,-0.6638794690407163,, -1753,Navigo tonnage,,188088.1993370648,,Perte memoire-44.0%,-0.4396999367941488,, -1754,Carriere,2074,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1754,Navigo entrées,,2271.6187898070193,,Perte memoire-22.9%,-0.22944005463184647,, -1754,Navigo mileage_total,,1520177.8646774387,,Perte memoire-66.4%,-0.6638794690407163,, -1754,Navigo tonnage,,189699.8874773616,,Perte memoire-44.0%,-0.4396999367941488,, -1755,Carriere,1978,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1755,Navigo entrées,,2292.317910431973,,Perte memoire-22.9%,-0.22944005463184647,, -1755,Navigo mileage_total,,1531968.378671798,,Perte memoire-66.4%,-0.6638794690407163,, -1755,Navigo tonnage,,191325.3858336673,,Perte memoire-44.0%,-0.4396999367941488,, -1756,Carriere,1981,2160.4696431703974,2006.460711110404,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1756,Navigo entrées,,2313.205642630562,,Perte memoire-22.9%,-0.22944005463184647,, -1756,Navigo mileage_total,,1543850.3400049757,,Perte memoire-66.4%,-0.6638794690407163,, -1756,Navigo tonnage,,192964.8127428127,,Perte memoire-44.0%,-0.4396999367941488,, -1757,Carriere,1837,2189.6449697118746,1984.570399583298,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1757,Navigo entrées,,2334.283705042258,,Perte memoire-22.9%,-0.22944005463184647,, -1757,Navigo mileage_total,,1555824.4579433966,,Perte memoire-66.4%,-0.6638794690407163,, -1757,Navigo tonnage,,194618.287555631,,Perte memoire-44.0%,-0.4396999367941488,, -1758,Carriere,1797,2219.2142845148824,1962.9189094475607,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1758,Navigo entrées,,2355.5538319668717,,Perte memoire-22.9%,-0.22944005463184647,, -1758,Navigo mileage_total,,1567891.4472545749,,Perte memoire-66.4%,-0.6638794690407163,, -1758,Navigo tonnage,,196285.93064564842,,Perte memoire-44.0%,-0.4396999367941488,, -1759,Carriere,1901,2249.182908059732,1941.5036351826218,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1759,Navigo entrées,1926,2377.017773507255,,Perte memoire-22.9%,-0.22944005463184647,, -1759,Navigo mileage_total,637901,1580052.0282497585,,Perte memoire-66.4%,-0.6638794690407163,, -1759,Navigo tonnage,110810,197967.86341784635,,Perte memoire-44.0%,-0.4396999367941488,, -1760,Carriere,1895,2279.556232675327,1920.3219996939129,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1760,Navigo entrées,,2398.6772957132916,,Perte memoire-22.9%,-0.22944005463184647,, -1760,Navigo mileage_total,,1592306.9268269374,,Perte memoire-66.4%,-0.6638794690407163,, -1760,Navigo tonnage,,199664.2083175002,,Perte memoire-44.0%,-0.4396999367941488,, -1761,Carriere,2006,2310.3397235094617,1899.3714540027433,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1761,Navigo entrées,,2420.534180727227,,Perte memoire-22.9%,-0.22944005463184647,, -1761,Navigo mileage_total,,1604656.8745141812,,Perte memoire-66.4%,-0.6638794690407163,, -1761,Navigo tonnage,,201375.088839092,,Perte memoire-44.0%,-0.4396999367941488,, -1762,Carriere,1922,2341.5389195121516,1878.6494769395583,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1762,Navigo entrées,,2442.590226930275,,Perte memoire-22.9%,-0.22944005463184647,, -1762,Navigo mileage_total,,1617102.608513287,,Perte memoire-66.4%,-0.6638794690407163,, -1762,Navigo tonnage,,203100.6295353031,,Perte memoire-44.0%,-0.4396999367941488,, -1763,Carriere,2346,2373.1594344322843,1858.153574840542,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1763,Navigo entrées,,2464.8472490906074,,Perte memoire-22.9%,-0.22944005463184647,, -1763,Navigo mileage_total,,1629644.8717438076,,Perte memoire-66.4%,-0.6638794690407163,, -1763,Navigo tonnage,,204840.9560260802,,Perte memoire-44.0%,-0.4396999367941488,, -1764,Carriere,3193,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1764,Navigo entrées,,2487.307078512667,,Perte memoire-22.9%,-0.22944005463184647,, -1764,Navigo mileage_total,,1642284.412887378,,Perte memoire-66.4%,-0.6638794690407163,, -1764,Navigo tonnage,,206596.19500778118,,Perte memoire-44.0%,-0.4396999367941488,, -1765,Carriere,2567,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1765,Navigo entrées,,2509.9715631878526,,Perte memoire-22.9%,-0.22944005463184647,, -1765,Navigo mileage_total,,1655021.9864324152,,Perte memoire-66.4%,-0.6638794690407163,, -1765,Navigo tonnage,,208366.47426239715,,Perte memoire-44.0%,-0.4396999367941488,, -1766,Carriere,2518,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1766,Navigo entrées,,2532.8425679465477,,Perte memoire-22.9%,-0.22944005463184647,, -1766,Navigo mileage_total,,1667858.3527191647,,Perte memoire-66.4%,-0.6638794690407163,, -1766,Navigo tonnage,,210151.9226668574,,Perte memoire-44.0%,-0.4396999367941488,, -1767,Carriere,2393,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1767,Navigo entrées,,2555.921974611601,,Perte memoire-22.9%,-0.22944005463184647,, -1767,Navigo mileage_total,,1680794.2779850655,,Perte memoire-66.4%,-0.6638794690407163,, -1767,Navigo tonnage,,211952.67020241034,,Perte memoire-44.0%,-0.4396999367941488,, -1768,Carriere,2288,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1768,Navigo entrées,,2579.2116821531376,,Perte memoire-22.9%,-0.22944005463184647,, -1768,Navigo mileage_total,,1693830.5344105144,,Perte memoire-66.4%,-0.6638794690407163,, -1768,Navigo tonnage,,213768.84796408526,,Perte memoire-44.0%,-0.4396999367941488,, -1769,Carriere,2304,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1769,Navigo entrées,2320,2602.713606844781,,Perte memoire-22.9%,-0.22944005463184647,, -1769,Navigo mileage_total,1589028,1706967.9001649339,,Perte memoire-66.4%,-0.6638794690407163,, -1769,Navigo tonnage,194560,215600.58817023828,,Perte memoire-44.0%,-0.4396999367941488,, -1770,Carriere,2527,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1770,Navigo entrées,,2626.4296824213857,,Perte memoire-22.9%,-0.22944005463184647,, -1770,Navigo mileage_total,,1720207.1594532486,,Perte memoire-66.4%,-0.6638794690407163,, -1770,Navigo tonnage,,217448.02417217626,,Perte memoire-44.0%,-0.4396999367941488,, -1771,Carriere,2984,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1771,Navigo entrées,,2650.3618602380725,,Perte memoire-22.9%,-0.22944005463184647,, -1771,Navigo mileage_total,,1733549.1025626746,,Perte memoire-66.4%,-0.6638794690407163,, -1771,Navigo tonnage,,219311.29046386582,,Perte memoire-44.0%,-0.4396999367941488,, -1772,Carriere,2561,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1772,Navigo entrées,,2674.5121094308583,,Perte memoire-22.9%,-0.22944005463184647,, -1772,Navigo mileage_total,,1746994.525909903,,Perte memoire-66.4%,-0.6638794690407163,, -1772,Navigo tonnage,,221190.52269172276,,Perte memoire-44.0%,-0.4396999367941488,, -1773,Carriere,2579,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1773,Navigo entrées,,2698.8824170786042,,Perte memoire-22.9%,-0.22944005463184647,, -1773,Navigo mileage_total,,1760544.23208865,,Perte memoire-66.4%,-0.6638794690407163,, -1773,Navigo tonnage,,223085.85766448968,,Perte memoire-44.0%,-0.4396999367941488,, -1774,Carriere,2491,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1774,Navigo entrées,,2723.4747883665846,,Perte memoire-22.9%,-0.22944005463184647,, -1774,Navigo mileage_total,,1774199.0299175438,,Perte memoire-66.4%,-0.6638794690407163,, -1774,Navigo tonnage,,224997.43336319405,,Perte memoire-44.0%,-0.4396999367941488,, -1775,Carriere,2584,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1775,Navigo entrées,,2748.2912467513993,,Perte memoire-22.9%,-0.22944005463184647,, -1775,Navigo mileage_total,,1787959.7344884295,,Perte memoire-66.4%,-0.6638794690407163,, -1775,Navigo tonnage,,226925.38895119404,,Perte memoire-44.0%,-0.4396999367941488,, -1776,Carriere,2830,2785.362053512663,2501.8229485880893,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1776,Navigo entrées,,2773.3338341275385,,Perte memoire-22.9%,-0.22944005463184647,, -1776,Navigo mileage_total,,1801827.1672150034,,Perte memoire-66.4%,-0.6638794690407163,, -1776,Navigo tonnage,,228869.86478430816,,Perte memoire-44.0%,-0.4396999367941488,, -1777,Carriere,2848,2821.721212908793,2491.3270907127035,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1777,Navigo entrées,,2798.604610995314,,Perte memoire-22.9%,-0.22944005463184647,, -1777,Navigo mileage_total,,1815802.1558818545,,Perte memoire-66.4%,-0.6638794690407163,, -1777,Navigo tonnage,,230831.00242103552,,Perte memoire-44.0%,-0.4396999367941488,, -1778,Carriere,2593,2858.5549922812734,2480.8752659422994,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1778,Navigo entrées,,2824.1056566304633,,Perte memoire-22.9%,-0.22944005463184647,, -1778,Navigo mileage_total,,1829885.534693886,,Perte memoire-66.4%,-0.6638794690407163,, -1778,Navigo tonnage,,232808.9446328598,,Perte memoire-44.0%,-0.4396999367941488,, -1779,Carriere,2263,2895.86958715624,2470.4672895454946,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1779,Navigo entrées,2329,2849.8390692552043,,Perte memoire-22.9%,-0.22944005463184647,, -1779,Navigo mileage_total,780051,1844078.1443260896,,Perte memoire-66.4%,-0.6638794690407163,, -1779,Navigo tonnage,147240,234803.83541464384,,Perte memoire-44.0%,-0.4396999367941488,, -1780,Carriere,2555,2933.6712739340987,2460.102977565907,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1780,Navigo entrées,,2875.8069662108455,,Perte memoire-22.9%,-0.22944005463184647,, -1780,Navigo mileage_total,,1858380.8319737534,,Perte memoire-66.4%,-0.6638794690407163,, -1780,Navigo tonnage,,236815.81999511083,,Perte memoire-44.0%,-0.4396999367941488,, -1781,Carriere,,2971.9664109451996,2449.7821468189045,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1781,Navigo entrées,,2902.0114841320715,,Perte memoire-22.9%,-0.22944005463184647,, -1781,Navigo mileage_total,,1872794.45140301,,Perte memoire-66.4%,-0.6638794690407163,, -1781,Navigo tonnage,,238845.0448474196,,Perte memoire-44.0%,-0.4396999367941488,, -1782,Carriere,,3010.7614395193946,2439.504614888366,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1782,Navigo entrées,,2928.4547791226632,,Perte memoire-22.9%,-0.22944005463184647,, -1782,Navigo mileage_total,,1887319.8630018104,,Perte memoire-66.4%,-0.6638794690407163,, -1782,Navigo tonnage,,240891.65769982655,,Perte memoire-44.0%,-0.4396999367941488,, -1783,Carriere,,3050.0628850693993,2429.270200123458,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1783,Navigo entrées,,2955.139026932985,,Perte memoire-22.9%,-0.22944005463184647,, -1783,Navigo mileage_total,,1901957.933831293,,Perte memoire-66.4%,-0.6638794690407163,, -1783,Navigo tonnage,,242955.80754643917,,Perte memoire-44.0%,-0.4396999367941488,, -1784,Carriere,,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1784,Navigo entrées,,2982.0664231389205,,Perte memoire-22.9%,-0.22944005463184647,, -1784,Navigo mileage_total,,1916709.537677517,,Perte memoire-66.4%,-0.6638794690407163,, -1784,Navigo tonnage,,245037.64465806523,,Perte memoire-44.0%,-0.4396999367941488,, -1785,Carriere,,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1785,Navigo entrées,,3009.2391833226097,,Perte memoire-22.9%,-0.22944005463184647,, -1785,Navigo mileage_total,,1931575.5551036482,,Perte memoire-66.4%,-0.6638794690407163,, -1785,Navigo tonnage,,247137.32059315106,,Perte memoire-44.0%,-0.4396999367941488,, -1786,Carriere,,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1786,Navigo entrées,,3036.659543254661,,Perte memoire-22.9%,-0.22944005463184647,, -1786,Navigo mileage_total,,1946556.8735024985,,Perte memoire-66.4%,-0.6638794690407163,, -1786,Navigo tonnage,,249254.98820881575,,Perte memoire-44.0%,-0.4396999367941488,, -1787,Carriere,,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1787,Navigo entrées,3296,3064.3297590781954,,Perte memoire-22.9%,-0.22944005463184647,, -1787,Navigo mileage_total,2009391,1961654.3871495065,,Perte memoire-66.4%,-0.6638794690407163,, -1787,Navigo tonnage,272190,251390.80167197753,,Perte memoire-44.0%,-0.4396999367941488,, -1788,Carriere,3273,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1788,Navigo entrées,,3092.252107494397,,Perte memoire-22.9%,-0.22944005463184647,, -1788,Navigo mileage_total,,1976868.9972561307,,Perte memoire-66.4%,-0.6638794690407163,, -1788,Navigo tonnage,,253544.91647057983,,Perte memoire-44.0%,-0.4396999367941488,, -1789,Carriere,,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1789,Navigo entrées,3084,3120.4288859499243,,Perte memoire-22.9%,-0.22944005463184647,, -1789,Navigo mileage_total,2018182,1992201.6120236197,,Perte memoire-66.4%,-0.6638794690407163,, -1789,Navigo tonnage,249610,255717.48942490894,,Perte memoire-44.0%,-0.4396999367941488,, -1790,Carriere,,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1790,Navigo entrées,,3148.8624128258584,,Perte memoire-22.9%,-0.22944005463184647,, -1790,Navigo mileage_total,,2007653.146697254,,Perte memoire-66.4%,-0.6638794690407163,, -1790,Navigo tonnage,,257908.6786990117,,Perte memoire-44.0%,-0.4396999367941488,, -1791,Carriere,,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1791,Navigo entrées,,3177.5550276285335,,Perte memoire-22.9%,-0.22944005463184647,, -1791,Navigo mileage_total,,2023224.5236209547,,Perte memoire-66.4%,-0.6638794690407163,, -1791,Navigo tonnage,,260118.6438122079,,Perte memoire-44.0%,-0.4396999367941488,, -1792,Carriere,,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1792,Navigo entrées,,3206.5090911820007,,Perte memoire-22.9%,-0.22944005463184647,, -1792,Navigo mileage_total,,2038916.6722923506,,Perte memoire-66.4%,-0.6638794690407163,, -1792,Navigo tonnage,,262347.5456507062,,Perte memoire-44.0%,-0.4396999367941488,, -1793,Carriere,,3475.8598015964944,3272.9999999999973,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1793,Navigo entrées,,3235.7269858222417,,Perte memoire-22.9%,-0.22944005463184647,, -1793,Navigo mileage_total,,2054730.5294182743,,Perte memoire-66.4%,-0.6638794690407163,, -1793,Navigo tonnage,,264595.54647931526,,Perte memoire-44.0%,-0.4396999367941488,, -1794,Carriere,,3521.30138215404,3272.9999999999973,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1794,Navigo entrées,,3265.211115593265,,Perte memoire-22.9%,-0.22944005463184647,, -1794,Navigo mileage_total,,2070667.0389706506,,Perte memoire-66.4%,-0.6638794690407163,, -1794,Navigo tonnage,,266862.8099532552,,Perte memoire-44.0%,-0.4396999367941488,, -1795,Carriere,,3567.3370422664234,3272.9999999999973,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1795,Navigo entrées,2258,3294.9639064448197,,Perte memoire-22.9%,-0.22944005463184647,, -1795,Navigo mileage_total,,2086727.1522428747,,Perte memoire-66.4%,-0.6638794690407163,, -1795,Navigo tonnage,,269149.50113007467,,Perte memoire-44.0%,-0.4396999367941488,, -1796,Carriere,,3613.9745486202783,3272.9999999999973,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1796,Navigo entrées,,3324.987806432096,,Perte memoire-22.9%,-0.22944005463184647,, -1796,Navigo mileage_total,,2102911.827906567,,Perte memoire-66.4%,-0.6638794690407163,, -1796,Navigo tonnage,,271455.78648166533,,Perte memoire-44.0%,-0.4396999367941488,, -1797,Carriere,,3661.2217694398914,3272.9999999999973,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1797,Navigo entrées,,3355.285285917054,,Perte memoire-22.9%,-0.22944005463184647,, -1797,Navigo mileage_total,,2119222.03206883,,Perte memoire-66.4%,-0.6638794690407163,, -1797,Navigo tonnage,,273781.83390638174,,Perte memoire-44.0%,-0.4396999367941488,, -1798,Carriere,,3709.0866758146035,3272.9999999999973,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1798,Navigo entrées,,3385.8588377717833,,Perte memoire-22.9%,-0.22944005463184647,, -1798,Navigo mileage_total,,2135658.7383298893,,Perte memoire-66.4%,-0.6638794690407163,, -1798,Navigo tonnage,,276127.81274126266,,Perte memoire-44.0%,-0.4396999367941488,, -1799,Carriere,,3757.5773430436384,3272.9999999999973,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5% -1799,Navigo entrées,2629,3416.710977583518,,Perte memoire-22.9%,-0.22944005463184647,, -1799,Navigo mileage_total,390923,2152222.9278412247,,Perte memoire-66.4%,-0.6638794690407163,, -1799,Navigo tonnage,137600,278493.8937743617,,Perte memoire-44.0%,-0.4396999367941488,, +year,source,entrées,reg_mem,reg_no_mem,avg_loss_label,avg_loss,avg_loss_no_mem,avg_loss_no_mem_label,slope +1726,Carriere,1401,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1726,Navigo entrées,,1762.1074305099087,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1726,Navigo mileage_total,,1224456.3232539014,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1726,Navigo tonnage,,149386.85570326258,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1727,Carriere,1478,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1727,Navigo entrées,,1778.1638544230732,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1727,Navigo mileage_total,,1233953.218156968,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1727,Navigo tonnage,,150666.92018631773,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1728,Carriere,1644,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1728,Navigo entrées,,1794.3665853913103,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1728,Navigo mileage_total,,1243523.7710673353,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1728,Navigo tonnage,,151957.95327215298,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1729,Carriere,1432,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1729,Navigo entrées,,1810.716956572892,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1729,Navigo mileage_total,,1253168.5532772131,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1729,Navigo tonnage,,153260.04894841395,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1730,Carriere,1444,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1730,Navigo entrées,,1827.2163132739058,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1730,Navigo mileage_total,,1262888.1405097512,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1730,Navigo tonnage,,154573.30200810678,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1731,Carriere,1508,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1731,Navigo entrées,,1843.8660130589444,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1731,Navigo mileage_total,,1272683.112953422,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1731,Navigo tonnage,,155897.80805649812,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1732,Carriere,1811,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1732,Navigo entrées,,1860.6674258628072,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1732,Navigo mileage_total,,1282554.0552966387,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1732,Navigo tonnage,,157233.66351807682,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1733,Carriere,1565,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1733,Navigo entrées,,1877.6219341032183,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1733,Navigo mileage_total,,1292501.5567626634,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1733,Navigo tonnage,,158580.9656435726,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1734,Carriere,1811,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1734,Navigo entrées,,1894.7309327945713,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1734,Navigo mileage_total,,1302526.2111447863,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1734,Navigo tonnage,,159939.81251703642,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1735,Carriere,1617,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1735,Navigo entrées,,1911.9958296627105,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1735,Navigo mileage_total,,1312628.6168417544,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1735,Navigo tonnage,,161310.30306297998,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1736,Carriere,1833,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1736,Navigo entrées,,1929.4180452607593,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1736,Navigo mileage_total,,1322809.376893511,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1736,Navigo tonnage,,162692.53705357917,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1737,Carriere,1620,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1737,Navigo entrées,,1946.9990130859987,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1737,Navigo mileage_total,,1333069.099017173,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1737,Navigo tonnage,,164086.61511593623,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1738,Carriere,1572,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1738,Navigo entrées,,1964.7401796978297,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1738,Navigo mileage_total,,1343408.395643327,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1738,Navigo tonnage,,165492.63873940628,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1739,Carriere,1571,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1739,Navigo entrées,,1982.6430048367754,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1739,Navigo mileage_total,,1353827.8839525697,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1739,Navigo tonnage,,166910.71028298428,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1740,Carriere,1393,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1740,Navigo entrées,,2000.708961544601,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1740,Navigo mileage_total,,1364328.185912356,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1740,Navigo tonnage,,168340.93298275888,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1741,Carriere,1677,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1741,Navigo entrées,,2018.939536285513,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1741,Navigo mileage_total,,1374909.9283141342,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1741,Navigo tonnage,,169783.4109594269,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1742,Carriere,1540,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1742,Navigo entrées,,2037.3362290684652,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1742,Navigo mileage_total,,1385573.7428107432,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1742,Navigo tonnage,,171238.24922587269,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1743,Carriere,2135,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1743,Navigo entrées,,2055.9005535705787,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1743,Navigo mileage_total,,1396320.2659541366,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1743,Navigo tonnage,,172705.55369481465,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1744,Carriere,1533,1745.315471636461,1745.315471636461,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1744,Navigo entrées,,2074.6340372616874,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1744,Navigo mileage_total,,1407150.139233364,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1744,Navigo tonnage,,174185.43118651473,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1745,Carriere,1966,1760.8489178831244,1760.8489178831244,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1745,Navigo entrées,,2093.538221530018,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1745,Navigo mileage_total,,1418064.0091128706,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1745,Navigo tonnage,,175677.98943655548,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1746,Carriere,1737,1776.5206130344843,1776.5206130344843,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1746,Navigo entrées,,2112.6146618090147,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1746,Navigo mileage_total,,1429062.5270710925,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1746,Navigo tonnage,,177183.33710368202,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1747,Carriere,2180,1792.331787516764,1792.331787516764,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1747,Navigo entrées,,2131.864927705321,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1747,Navigo mileage_total,,1440146.3496393294,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1747,Navigo tonnage,,178701.58377771426,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1748,Carriere,2195,1808.283682707081,1808.283682707081,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1748,Navigo entrées,,2151.2906031279213,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1748,Navigo mileage_total,,1451316.138440954,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1748,Navigo tonnage,,180232.83998752388,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1749,Carriere,2277,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1749,Navigo entrées,2291,2170.893286418482,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1749,Navigo mileage_total,1514057,1462572.5602308887,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1749,Navigo tonnage,190595,181777.21720908154,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1750,Carriere,2120,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1750,Navigo entrées,,2190.674590482838,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1750,Navigo mileage_total,,1473916.2869354128,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1750,Navigo tonnage,,183334.827873571,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1751,Carriere,2013,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1751,Navigo entrées,,2210.63614292372,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1751,Navigo mileage_total,,1485347.9956922808,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1751,Navigo tonnage,,184905.78537557606,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1752,Carriere,1892,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1752,Navigo entrées,,2230.779586174666,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1752,Navigo mileage_total,,1496868.368891123,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1752,Navigo tonnage,,186490.20408133487,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1753,Carriere,2360,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1753,Navigo entrées,,2251.1065776351634,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1753,Navigo mileage_total,,1508478.0942142012,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1753,Navigo tonnage,,188088.1993370648,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1754,Carriere,2074,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1754,Navigo entrées,,2271.6187898070193,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1754,Navigo mileage_total,,1520177.8646774387,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1754,Navigo tonnage,,189699.8874773616,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1755,Carriere,1978,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1755,Navigo entrées,,2292.317910431973,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1755,Navigo mileage_total,,1531968.378671798,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1755,Navigo tonnage,,191325.3858336673,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1756,Carriere,1981,2160.4696431703974,2006.460711110404,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1756,Navigo entrées,,2313.205642630562,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1756,Navigo mileage_total,,1543850.3400049757,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1756,Navigo tonnage,,192964.8127428127,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1757,Carriere,1837,2189.6449697118746,1984.570399583298,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1757,Navigo entrées,,2334.283705042258,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1757,Navigo mileage_total,,1555824.4579433966,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1757,Navigo tonnage,,194618.287555631,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1758,Carriere,1797,2219.2142845148824,1962.9189094475607,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1758,Navigo entrées,,2355.5538319668717,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1758,Navigo mileage_total,,1567891.4472545749,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1758,Navigo tonnage,,196285.93064564842,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1759,Carriere,1901,2249.182908059732,1941.5036351826218,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1759,Navigo entrées,1926,2377.017773507255,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1759,Navigo mileage_total,637901,1580052.0282497585,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1759,Navigo tonnage,110810,197967.86341784635,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1760,Carriere,1895,2279.556232675327,1920.3219996939129,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1760,Navigo entrées,,2398.6772957132916,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1760,Navigo mileage_total,,1592306.9268269374,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1760,Navigo tonnage,,199664.2083175002,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1761,Carriere,2006,2310.3397235094617,1899.3714540027433,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1761,Navigo entrées,,2420.534180727227,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1761,Navigo mileage_total,,1604656.8745141812,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1761,Navigo tonnage,,201375.088839092,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1762,Carriere,1922,2341.5389195121516,1878.6494769395583,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1762,Navigo entrées,,2442.590226930275,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1762,Navigo mileage_total,,1617102.608513287,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1762,Navigo tonnage,,203100.6295353031,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1763,Carriere,2346,2373.1594344322843,1858.153574840542,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1763,Navigo entrées,,2464.8472490906074,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1763,Navigo mileage_total,,1629644.8717438076,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1763,Navigo tonnage,,204840.9560260802,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1764,Carriere,3193,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1764,Navigo entrées,,2487.307078512667,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1764,Navigo mileage_total,,1642284.412887378,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1764,Navigo tonnage,,206596.19500778118,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1765,Carriere,2567,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1765,Navigo entrées,,2509.9715631878526,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1765,Navigo mileage_total,,1655021.9864324152,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1765,Navigo tonnage,,208366.47426239715,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1766,Carriere,2518,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1766,Navigo entrées,,2532.8425679465477,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1766,Navigo mileage_total,,1667858.3527191647,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1766,Navigo tonnage,,210151.9226668574,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1767,Carriere,2393,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1767,Navigo entrées,,2555.921974611601,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1767,Navigo mileage_total,,1680794.2779850655,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1767,Navigo tonnage,,211952.67020241034,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1768,Carriere,2288,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1768,Navigo entrées,,2579.2116821531376,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1768,Navigo mileage_total,,1693830.5344105144,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1768,Navigo tonnage,,213768.84796408526,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1769,Carriere,2304,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1769,Navigo entrées,2320,2602.713606844781,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1769,Navigo mileage_total,1589028,1706967.9001649339,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1769,Navigo tonnage,194560,215600.58817023828,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1770,Carriere,2527,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1770,Navigo entrées,,2626.4296824213857,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1770,Navigo mileage_total,,1720207.1594532486,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1770,Navigo tonnage,,217448.02417217626,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1771,Carriere,2984,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1771,Navigo entrées,,2650.3618602380725,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1771,Navigo mileage_total,,1733549.1025626746,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1771,Navigo tonnage,,219311.29046386582,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1772,Carriere,2561,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1772,Navigo entrées,,2674.5121094308583,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1772,Navigo mileage_total,,1746994.525909903,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1772,Navigo tonnage,,221190.52269172276,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1773,Carriere,2579,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1773,Navigo entrées,,2698.8824170786042,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1773,Navigo mileage_total,,1760544.23208865,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1773,Navigo tonnage,,223085.85766448968,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1774,Carriere,2491,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1774,Navigo entrées,,2723.4747883665846,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1774,Navigo mileage_total,,1774199.0299175438,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1774,Navigo tonnage,,224997.43336319405,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1775,Carriere,2584,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1775,Navigo entrées,,2748.2912467513993,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1775,Navigo mileage_total,,1787959.7344884295,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1775,Navigo tonnage,,226925.38895119404,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1776,Carriere,2830,2785.362053512663,2501.8229485880893,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1776,Navigo entrées,,2773.3338341275385,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1776,Navigo mileage_total,,1801827.1672150034,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1776,Navigo tonnage,,228869.86478430816,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1777,Carriere,2848,2821.721212908793,2491.3270907127035,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1777,Navigo entrées,,2798.604610995314,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1777,Navigo mileage_total,,1815802.1558818545,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1777,Navigo tonnage,,230831.00242103552,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1778,Carriere,2593,2858.5549922812734,2480.8752659422994,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1778,Navigo entrées,,2824.1056566304633,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1778,Navigo mileage_total,,1829885.534693886,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1778,Navigo tonnage,,232808.9446328598,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1779,Carriere,2263,2895.86958715624,2470.4672895454946,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1779,Navigo entrées,2329,2849.8390692552043,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1779,Navigo mileage_total,780051,1844078.1443260896,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1779,Navigo tonnage,147240,234803.83541464384,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1780,Carriere,2555,2933.6712739340987,2460.102977565907,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1780,Navigo entrées,,2875.8069662108455,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1780,Navigo mileage_total,,1858380.8319737534,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1780,Navigo tonnage,,236815.81999511083,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1781,Carriere,,2971.9664109451996,2449.7821468189045,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1781,Navigo entrées,,2902.0114841320715,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1781,Navigo mileage_total,,1872794.45140301,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1781,Navigo tonnage,,238845.0448474196,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1782,Carriere,,3010.7614395193946,2439.504614888366,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1782,Navigo entrées,,2928.4547791226632,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1782,Navigo mileage_total,,1887319.8630018104,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1782,Navigo tonnage,,240891.65769982655,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1783,Carriere,,3050.0628850693993,2429.270200123458,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1783,Navigo entrées,,2955.139026932985,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1783,Navigo mileage_total,,1901957.933831293,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1783,Navigo tonnage,,242955.80754643917,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1784,Carriere,,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1784,Navigo entrées,,2982.0664231389205,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1784,Navigo mileage_total,,1916709.537677517,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1784,Navigo tonnage,,245037.64465806523,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1785,Carriere,,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1785,Navigo entrées,,3009.2391833226097,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1785,Navigo mileage_total,,1931575.5551036482,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1785,Navigo tonnage,,247137.32059315106,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1786,Carriere,,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1786,Navigo entrées,,3036.659543254661,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1786,Navigo mileage_total,,1946556.8735024985,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1786,Navigo tonnage,,249254.98820881575,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1787,Carriere,,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1787,Navigo entrées,3296,3064.3297590781954,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1787,Navigo mileage_total,2009391,1961654.3871495065,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1787,Navigo tonnage,272190,251390.80167197753,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1788,Carriere,3273,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1788,Navigo entrées,,3092.252107494397,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1788,Navigo mileage_total,,1976868.9972561307,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1788,Navigo tonnage,,253544.91647057983,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1789,Carriere,,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1789,Navigo entrées,3084,3120.4288859499243,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1789,Navigo mileage_total,2018182,1992201.6120236197,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1789,Navigo tonnage,249610,255717.48942490894,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1790,Carriere,,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1790,Navigo entrées,,3148.8624128258584,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1790,Navigo mileage_total,,2007653.146697254,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1790,Navigo tonnage,,257908.6786990117,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1791,Carriere,,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1791,Navigo entrées,,3177.5550276285335,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1791,Navigo mileage_total,,2023224.5236209547,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1791,Navigo tonnage,,260118.6438122079,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1792,Carriere,,,,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1792,Navigo entrées,,3206.5090911820007,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1792,Navigo mileage_total,,2038916.6722923506,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1792,Navigo tonnage,,262347.5456507062,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1793,Carriere,,3475.8598015964944,3272.9999999999973,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1793,Navigo entrées,,3235.7269858222417,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1793,Navigo mileage_total,,2054730.5294182743,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1793,Navigo tonnage,,264595.54647931526,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1794,Carriere,,3521.30138215404,3272.9999999999973,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1794,Navigo entrées,,3265.211115593265,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1794,Navigo mileage_total,,2070667.0389706506,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1794,Navigo tonnage,,266862.8099532552,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1795,Carriere,,3567.3370422664234,3272.9999999999973,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1795,Navigo entrées,2258,3294.9639064448197,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1795,Navigo mileage_total,,2086727.1522428747,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1795,Navigo tonnage,,269149.50113007467,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1796,Carriere,,3613.9745486202783,3272.9999999999973,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1796,Navigo entrées,,3324.987806432096,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1796,Navigo mileage_total,,2102911.827906567,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1796,Navigo tonnage,,271455.78648166533,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1797,Carriere,,3661.2217694398914,3272.9999999999973,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1797,Navigo entrées,,3355.285285917054,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1797,Navigo mileage_total,,2119222.03206883,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1797,Navigo tonnage,,273781.83390638174,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1798,Carriere,,3709.0866758146035,3272.9999999999973,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1798,Navigo entrées,,3385.8588377717833,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1798,Navigo mileage_total,,2135658.7383298893,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1798,Navigo tonnage,,276127.81274126266,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713 +1799,Carriere,,3757.5773430436384,3272.9999999999973,Perte memoire-6.1%,-0.06070218203736723,0.045168318459894885,Perte 4.5%,0.011812581930164963 +1799,Navigo entrées,2629,3416.710977583518,,Perte memoire-22.9%,-0.22944005463184647,,,0.00907079300614007 +1799,Navigo mileage_total,390923,2152222.9278412247,,Perte memoire-66.4%,-0.6638794690407163,,,0.007726086304248258 +1799,Navigo tonnage,137600,278493.8937743617,,Perte memoire-44.0%,-0.4396999367941488,,,0.008532285554242713