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@SmartDataWithR

SmartDataWithR/MostPopularProgrammingLanguages.csv

Created January 12, 2023 05:17
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PopularLanguagesWithFileReference
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app.py
#%% packages
from shiny import Inputs, Outputs, Session, App, reactive, render, req, ui
import pandas as pd
import numpy as np
from plotnine import ggplot, aes, geom_line, theme, element_text, labs
from pathlib import Path
#%% data prep
# data source: https://www.kaggle.com/datasets/muhammadkhalid/most-popular-programming-languages-since-2004
languages = pd.read_csv(Path(__file__).parent / 'MostPopularProgrammingLanguages.csv')
languages['datetime'] = pd.to_datetime(languages['Date'])
languages.drop(axis=1, columns=['Date'], inplace=True) # Date column not required anymore
#%% set up input values
languages_long = languages.melt(id_vars='datetime', value_name='popularity', var_name='language').reset_index(drop=True)
date_range_start = np.min(languages_long['datetime'])
date_range_end = np.max(languages_long['datetime'])
#%%
# languages.info()
# languages.describe()
#%% values for dropdown field
language_names = languages_long['language'].unique()
langugage_names_dict = {l:l for l in language_names}
#%% sample graph
# ggplot(languages_long.loc[languages_long['language'].isin(['Python','R'])], aes('datetime', 'popularity', color='language')) + geom_line()
#%% app
app_ui = ui.page_fluid(
ui.panel_title('Most Popular Programming Languages'),
ui.layout_sidebar(
ui.panel_sidebar(
ui.input_selectize(id="language", label="Languages", choices=langugage_names_dict, selected='Python', multiple=True),
ui.input_date_range(id='date_range', label='Date Range', start=date_range_start, end=date_range_end, ),
),
ui.panel_main(
ui.output_plot("plotTimeseries"),
)
))
def server(input: Inputs, output: Outputs, session: Session):
@reactive.Calc
def languages_filt():
date_selected_start = str(input.date_range()[0])
date_selected_end = str(input.date_range()[1])
l = languages_long.loc[(languages_long['language'].isin(list(input.language()))) & (languages_long['datetime']>= date_selected_start) & (languages_long['datetime']<= date_selected_end)]
return l.reset_index(drop=True)
@output
@render.plot
def plotTimeseries():
print(input.language())
g = ggplot(languages_filt(), aes('datetime', 'popularity', color='language')) + geom_line() + theme(axis_text_x=element_text(rotation=90, hjust=1)) + labs(x = 'Date', y='Popularity [%]', title='Popularity over Time')
return g
app = App(app_ui, server)
# %%
Raw
MostPopularProgrammingLanguages.csv
Date Abap Ada C/C++ C# Cobol Dart Delphi/Pascal Go Groovy Haskell Java JavaScript Julia Kotlin Lua Matlab Objective-C Perl PHP Python R Ruby Rust Scala Swift TypeScript VBA Visual Basic
July 2004 0.33999999999999997 0.36 10.08 4.71 0.43 0 2.82 0 0.03 0.22 30.37 8.649999999999999 0 0 0.16 2.11 0.19 7.380000000000001 18.75 2.53 0.38999999999999996 0.33 0.08 0.03 0 0 1.44 8.559999999999999
August 2004 0.36 0.36 9.81 4.99 0.45999999999999996 0 2.67 0 0.06999999999999999 0.2 29.99 8.780000000000001 0 0 0.15 2.0500000000000003 0.18 7.109999999999999 19.259999999999998 2.64 0.41000000000000003 0.4 0.09 0.03 0 0 1.46 8.57
September 2004 0.41000000000000003 0.41000000000000003 9.629999999999999 5.06 0.51 0 2.65 0 0.08 0.21 29.709999999999997 8.7 0 0 0.19 2.11 0.19 7.03 19.49 2.7199999999999998 0.4 0.41000000000000003 0.1 0.03 0 0 1.55 8.41
October 2004 0.4 0.38 9.5 5.3100000000000005 0.53 0 2.77 0 0.09 0.2 29.12 8.469999999999999 0 0 0.22 2.2399999999999998 0.2 7.17 19.34 2.92 0.42 0.45999999999999996 0.11 0.04 0 0 1.6099999999999999 8.49
November 2004 0.38 0.38 9.520000000000001 5.24 0.5499999999999999 0 2.76 0 0.06999999999999999 0.24 29.59 8.51 0 0 0.22999999999999998 2.21 0.22 7.06 19.43 2.8400000000000003 0.41000000000000003 0.44999999999999996 0.13 0.04 0 0 1.5 8.24
December 2004 0.36 0.37 9.56 5.2299999999999995 0.53 0 2.77 0 0.09 0.22 29.759999999999998 8.55 0 0 0.21 2.1399999999999997 0.21 7.049999999999999 19.73 2.71 0.4 0.42 0.13 0.04 0 0 1.46 8.08
January 2005 0.38999999999999996 0.38 9.700000000000001 5.2299999999999995 0.5599999999999999 0 2.65 0 0.11 0.21 29.68 8.37 0 0 0.24 2.22 0.19 7.000000000000001 19.81 2.91 0.38999999999999996 0.47000000000000003 0.15 0.03 0 0 1.51 7.79
February 2005 0.37 0.38999999999999996 9.879999999999999 5.21 0.49 0 2.6599999999999997 0 0.06999999999999999 0.21 30.29 8.12 0 0 0.25 2.31 0.18 6.92 19.63 2.87 0.38 0.44999999999999996 0.15 0.03 0 0 1.4500000000000002 7.670000000000001
March 2005 0.33999999999999997 0.37 9.879999999999999 5.38 0.44999999999999996 0 2.65 0 0.08 0.22999999999999998 30.2 8.28 0 0 0.22999999999999998 2.36 0.15 6.87 19.54 2.81 0.42 0.45999999999999996 0.13 0.03 0 0 1.44 7.68
April 2005 0.33999999999999997 0.36 9.85 5.42 0.41000000000000003 0 2.56 0 0.08 0.22 30.55 8.39 0 0 0.22 2.21 0.13 6.7299999999999995 19.93 2.78 0.4 0.43 0.11 0.02 0 0 1.3599999999999999 7.5200000000000005
May 2005 0.35000000000000003 0.37 9.719999999999999 5.62 0.4 0 2.5 0 0.09 0.22999999999999998 30.25 8.25 0 0 0.22999999999999998 2.23 0.13 6.75 19.869999999999997 2.88 0.41000000000000003 0.47000000000000003 0.09 0.02 0 0 1.47 7.66
June 2005 0.35000000000000003 0.36 9.46 5.7700000000000005 0.4 0 2.44 0 0.08 0.22999999999999998 30.4 8.35 0 0 0.24 2.29 0.12 6.569999999999999 19.79 2.9499999999999997 0.41000000000000003 0.5499999999999999 0.1 0.01 0 0 1.55 7.580000000000001
July 2005 0.33 0.33999999999999997 9.3 6.17 0.38999999999999996 0 2.5 0 0.08 0.24 30.36 8.42 0 0 0.21 2.2800000000000002 0.13 6.4799999999999995 19.5 2.98 0.44 0.62 0.11 0.01 0 0 1.59 7.53
August 2005 0.32 0.31 9.16 6.16 0.4 0 2.35 0 0.09 0.25 30.29 8.63 0 0 0.21 2.12 0.11 6.529999999999999 19.67 3.1300000000000003 0.44 0.66 0.12 0.02 0 0 1.6099999999999999 7.430000000000001
September 2005 0.36 0.29 9.07 6.1899999999999995 0.4 0 2.33 0 0.08 0.22 30.23 8.37 0 0 0.26 2.0500000000000003 0.13 6.59 19.869999999999997 3.2800000000000002 0.44999999999999996 0.79 0.18 0.01 0 0 1.6 7.28
October 2005 0.38 0.31 8.709999999999999 6.2 0.44999999999999996 0 2.44 0 0.08 0.24 30.18 8.17 0 0 0.27999999999999997 2.19 0.13999999999999999 6.61 19.66 3.47 0.49 0.95 0.16 0.01 0 0 1.69 7.21
November 2005 0.38 0.27999999999999997 8.5 6.32 0.44999999999999996 0 2.4699999999999998 0 0.06999999999999999 0.25 30.240000000000002 8.23 0 0 0.3 2.27 0.13 6.550000000000001 19.59 3.64 0.51 1.0999999999999999 0.16999999999999998 0.01 0 0 1.6400000000000001 6.92
December 2005 0.38999999999999996 0.27999999999999997 8.38 6.54 0.48 0 2.45 0 0.08 0.27 29.880000000000003 8.129999999999999 0 0 0.32 2.36 0.11 6.569999999999999 19.35 3.8899999999999997 0.53 1.24 0.16 0.01 0 0 1.66 6.92
January 2006 0.4 0.29 8.540000000000001 6.279999999999999 0.44999999999999996 0 2.4 0 0.09 0.27 29.799999999999997 8.12 0 0 0.35000000000000003 2.33 0.11 6.34 19.73 3.9699999999999998 0.51 1.37 0.15 0.02 0 0 1.6099999999999999 6.9
February 2006 0.41000000000000003 0.32 8.43 6.38 0.51 0 2.4899999999999998 0 0.09 0.3 29.830000000000002 7.9799999999999995 0 0 0.37 2.42 0.13 6.12 19.55 3.9600000000000004 0.5599999999999999 1.58 0.13999999999999999 0.02 0 0 1.68 6.75
March 2006 0.37 0.27999999999999997 8.37 6.49 0.49 0 2.4 0 0.1 0.3 30.11 8.04 0 0 0.33999999999999997 2.55 0.11 5.91 19.55 3.94 0.53 1.68 0.09 0.02 0 0 1.6500000000000001 6.67
April 2006 0.36 0.25 8.48 6.67 0.44 0 2.18 0 0.11 0.29 30.159999999999997 8.110000000000001 0 0 0.35000000000000003 2.46 0.1 5.779999999999999 19.97 3.81 0.53 1.78 0.09 0.03 0 0 1.54 6.52
May 2006 0.33999999999999997 0.24 8.540000000000001 6.64 0.44 0 2.07 0 0.11 0.27999999999999997 30.23 8.290000000000001 0 0 0.35000000000000003 2.29 0.1 5.54 20.349999999999998 3.71 0.52 1.9 0.06999999999999999 0.03 0 0 1.51 6.47
June 2006 0.33999999999999997 0.22999999999999998 8.66 6.47 0.44 0 1.9300000000000002 0 0.11 0.27999999999999997 30.43 8.41 0 0 0.36 2.23 0.11 5.37 20.64 3.6700000000000004 0.53 1.91 0.06999999999999999 0.03 0 0 1.49 6.3100000000000005
July 2006 0.35000000000000003 0.22 8.48 6.65 0.45999999999999996 0 1.91 0 0.09 0.29 30.44 8.44 0 0 0.4 2.32 0.13 5.42 20.51 3.58 0.5599999999999999 1.92 0.08 0.02 0 0 1.48 6.25
August 2006 0.35000000000000003 0.21 8.450000000000001 6.800000000000001 0.4 0 1.87 0 0.11 0.26 30.270000000000003 8.4 0 0 0.38999999999999996 2.27 0.12 5.45 20.599999999999998 3.65 0.51 2.08 0.08 0.02 0 0.01 1.51 6.2
September 2006 0.33999999999999997 0.21 8.309999999999999 6.93 0.41000000000000003 0 1.95 0 0.09 0.27 30.070000000000004 8.38 0 0 0.44 2.1399999999999997 0.13 5.52 20.52 3.8 0.53 2.1999999999999997 0.09 0.02 0 0.01 1.58 6.0600000000000005
October 2006 0.33999999999999997 0.25 8.24 6.98 0.41000000000000003 0 2.02 0 0.06999999999999999 0.3 29.89 8.41 0 0 0.44999999999999996 2.19 0.13999999999999999 5.48 20.24 3.92 0.54 2.2800000000000002 0.09 0.02 0 0.01 1.7000000000000002 6.03
November 2006 0.36 0.25 8.17 7.02 0.41000000000000003 0 2 0 0.09 0.32 29.970000000000002 8.469999999999999 0 0 0.44 2.26 0.13999999999999999 5.42 20.1 3.9600000000000004 0.53 2.3 0.09 0.02 0 0.01 1.76 5.91
December 2006 0.4 0.27999999999999997 8.19 7.07 0.4 0 1.96 0 0.06999999999999999 0.33999999999999997 30.06 8.37 0 0 0.47000000000000003 2.29 0.13999999999999999 5.4 19.950000000000003 3.9800000000000004 0.5700000000000001 2.37 0.09 0.02 0 0.01 1.71 5.8500000000000005
January 2007 0.38 0.27999999999999997 8.14 7.1499999999999995 0.38999999999999996 0 1.92 0 0.06999999999999999 0.35000000000000003 30.099999999999998 8.39 0 0 0.42 2.26 0.11 5.42 19.88 4.15 0.5700000000000001 2.5100000000000002 0.08 0.02 0 0.01 1.73 5.67
February 2007 0.4 0.27 8.260000000000002 7.02 0.41000000000000003 0 1.91 0 0.09 0.38 30.28 8.41 0 0 0.42 2.4 0.13 5.21 19.57 4.34 0.62 2.4899999999999998 0.1 0.03 0 0 1.6500000000000001 5.609999999999999
March 2007 0.38999999999999996 0.27999999999999997 8.260000000000002 6.92 0.38 0 1.76 0 0.11 0.38 30.630000000000003 8.37 0 0 0.37 2.4299999999999997 0.11 4.88 19.86 4.3 0.62 2.4899999999999998 0.1 0.02 0 0 1.63 5.7
April 2007 0.38 0.25 8.110000000000001 6.79 0.38999999999999996 0 1.78 0 0.15 0.35000000000000003 30.509999999999998 8.39 0 0 0.35000000000000003 2.5100000000000002 0.12 4.82 20.05 4.390000000000001 0.6 2.63 0.11 0.03 0 0 1.6 5.680000000000001
May 2007 0.38 0.25 8.08 6.77 0.36 0 1.76 0 0.15 0.33999999999999997 30.490000000000002 8.290000000000001 0 0 0.37 2.53 0.12 4.79 20.32 4.42 0.63 2.63 0.11 0.05 0 0 1.5599999999999998 5.59
June 2007 0.32 0.21 7.920000000000001 6.819999999999999 0.32 0 1.8399999999999999 0 0.16999999999999998 0.31 30.599999999999998 8.37 0 0 0.3 2.4 0.12 4.79 20.349999999999998 4.4799999999999995 0.58 2.77 0.11 0.06 0 0 1.6199999999999999 5.56
July 2007 0.33999999999999997 0.22 8 6.74 0.32 0 1.7999999999999998 0 0.16999999999999998 0.29 30.630000000000003 8.5 0 0 0.33 2.39 0.12 4.66 20.330000000000002 4.35 0.59 2.81 0.11 0.06 0 0 1.66 5.59
August 2007 0.36 0.22999999999999998 7.969999999999999 6.77 0.32 0 1.66 0 0.16999999999999998 0.29 30.8 8.61 0 0 0.36 2.25 0.11 4.590000000000001 20.84 4.19 0.58 2.79 0.06999999999999999 0.06999999999999999 0 0 1.66 5.3100000000000005
September 2007 0.36 0.22999999999999998 7.960000000000001 6.8500000000000005 0.33999999999999997 0 1.72 0 0.16999999999999998 0.27999999999999997 30.709999999999997 8.59 0 0 0.35000000000000003 2.22 0.11 4.760000000000001 20.77 4.22 0.62 2.81 0.06999999999999999 0.08 0 0 1.6500000000000001 5.140000000000001
October 2007 0.36 0.22999999999999998 8.06 6.959999999999999 0.33999999999999997 0 1.73 0 0.16 0.3 30.769999999999996 8.57 0 0 0.37 2.16 0.1 4.760000000000001 20.46 4.2700000000000005 0.69 2.78 0.06 0.09 0 0 1.66 5.13
November 2007 0.37 0.21 8.1 7.000000000000001 0.36 0 1.76 0 0.16999999999999998 0.27999999999999997 30.69 8.450000000000001 0 0 0.37 2.21 0.1 4.82 19.919999999999998 4.4799999999999995 0.74 2.85 0.06999999999999999 0.08 0 0 1.68 5.3
December 2007 0.41000000000000003 0.22999999999999998 8.1 7.01 0.4 0 1.7399999999999998 0 0.18 0.32 30.54 8.38 0 0 0.4 2.33 0.12 4.78 19.650000000000002 4.66 0.8099999999999999 2.82 0.06999999999999999 0.09 0 0 1.69 5.27
January 2008 0.38999999999999996 0.2 8.12 7.03 0.38999999999999996 0 1.6500000000000001 0 0.2 0.33999999999999997 30.680000000000003 8.17 0 0 0.38999999999999996 2.39 0.13 4.62 19.759999999999998 4.8500000000000005 0.8 2.87 0.06999999999999999 0.11 0 0 1.67 5.18
February 2008 0.36 0.21 8.07 7.180000000000001 0.38999999999999996 0 1.73 0 0.21 0.35000000000000003 30.44 8.02 0 0 0.41000000000000003 2.4899999999999998 0.13 4.53 19.66 4.9799999999999995 0.8500000000000001 2.85 0.08 0.11 0 0 1.69 5.28
March 2008 0.36 0.22 8.06 7.199999999999999 0.4 0 1.68 0 0.22999999999999998 0.36 30.380000000000003 8.18 0 0 0.43 2.55 0.13999999999999999 4.38 19.3 5.09 0.86 2.9000000000000004 0.08 0.12 0 0 1.71 5.38
April 2008 0.36 0.22 8.03 7.33 0.4 0 1.63 0 0.24 0.36 30.61 8.16 0 0 0.42 2.55 0.13 4.25 19.36 5.06 0.83 2.9000000000000004 0.06999999999999999 0.12 0 0 1.7500000000000002 5.220000000000001
May 2008 0.33999999999999997 0.22999999999999998 7.95 7.48 0.38999999999999996 0 1.6500000000000001 0 0.25 0.33999999999999997 30.380000000000003 8.32 0 0 0.41000000000000003 2.53 0.13999999999999999 4.14 19.57 5.09 0.79 2.91 0.06 0.12 0 0 1.77 5.12
June 2008 0.32 0.26 7.93 7.6499999999999995 0.38999999999999996 0 1.71 0 0.26 0.33999999999999997 30.3 8.25 0 0 0.44 2.54 0.15 3.9800000000000004 19.66 5.0200000000000005 0.77 2.94 0.08 0.15 0 0 1.77 5.1
July 2008 0.36 0.32 7.89 7.75 0.43 0 1.79 0 0.27999999999999997 0.35000000000000003 30.06 8.200000000000001 0 0 0.44999999999999996 2.55 0.15 4.04 19.57 5.06 0.8099999999999999 2.85 0.06999999999999999 0.15 0 0 1.7399999999999998 5.12
August 2008 0.35000000000000003 0.3 7.82 7.82 0.42 0 1.87 0 0.27999999999999997 0.31 29.82 8.01 0 0 0.45999999999999996 2.5700000000000003 0.18 4.08 19.46 5.2 0.8 2.93 0.09 0.16 0 0 1.79 5.29
September 2008 0.38999999999999996 0.29 7.9399999999999995 7.960000000000001 0.44 0 1.8800000000000001 0 0.26 0.31 29.580000000000002 7.870000000000001 0 0 0.45999999999999996 2.55 0.18 4.09 19.66 5.27 0.83 2.87 0.08 0.15 0 0 1.7500000000000002 5.18
October 2008 0.42 0.27999999999999997 8.1 7.960000000000001 0.44999999999999996 0 1.8499999999999999 0 0.27 0.32 28.92 7.88 0 0 0.44999999999999996 2.68 0.19 4.15 19.53 5.6000000000000005 0.8699999999999999 2.8400000000000003 0.08 0.16 0 0 1.6500000000000001 5.35
November 2008 0.42 0.26 8.32 7.9799999999999995 0.42 0 1.81 0 0.27 0.31 28.910000000000004 7.7700000000000005 0 0 0.44999999999999996 2.73 0.16999999999999998 4.17 19.33 5.75 0.8500000000000001 2.78 0.08 0.16 0 0 1.68 5.37
December 2008 0.43 0.25 8.540000000000001 7.89 0.41000000000000003 0 1.7500000000000002 0 0.26 0.3 28.799999999999997 7.79 0 0 0.42 2.78 0.16 4.22 19.220000000000002 5.94 0.91 2.71 0.08 0.13 0 0 1.69 5.319999999999999
January 2009 0.4 0.21 8.559999999999999 7.89 0.38999999999999996 0 1.76 0 0.26 0.3 28.470000000000002 8.05 0 0 0.43 2.7199999999999998 0.16 4.16 18.970000000000002 6.260000000000001 0.9299999999999999 2.7 0.1 0.13 0 0 1.72 5.43
February 2009 0.41000000000000003 0.21 8.81 7.8100000000000005 0.38999999999999996 0 1.6400000000000001 0 0.29 0.32 28.449999999999996 8 0 0 0.42 2.81 0.13999999999999999 4.17 18.790000000000003 6.3 0.97 2.67 0.1 0.13 0 0 1.69 5.4399999999999995
March 2009 0.4 0.22999999999999998 8.7 7.68 0.38 0 1.6500000000000001 0 0.31 0.35000000000000003 28.37 7.9399999999999995 0 0 0.45999999999999996 3 0.15 4.2 18.509999999999998 6.41 1 2.68 0.12 0.15 0 0 1.82 5.489999999999999
April 2009 0.38 0.22999999999999998 8.67 7.670000000000001 0.37 0 1.68 0 0.3 0.33999999999999997 28.54 7.82 0 0 0.48 2.88 0.13999999999999999 4.17 18.69 6.35 1.02 2.65 0.12 0.15 0 0 1.8800000000000001 5.48
May 2009 0.38999999999999996 0.22999999999999998 8.74 7.48 0.42 0 1.6199999999999999 0 0.3 0.35000000000000003 28.470000000000002 7.670000000000001 0 0 0.5 2.87 0.16 4.1000000000000005 18.86 6.39 1.08 2.65 0.12 0.18 0 0 1.94 5.46
June 2009 0.4 0.2 8.68 7.340000000000001 0.43 0 1.54 0 0.31 0.33999999999999997 28.23 7.79 0 0 0.51 2.8899999999999997 0.16 4.1000000000000005 19.16 6.43 1.06 2.6599999999999997 0.11 0.19 0 0 2.01 5.45
July 2009 0.44 0.2 9.02 7.24 0.44999999999999996 0 1.5 0 0.29 0.32 27.92 7.53 0 0 0.51 3.08 0.16 4.15 19.12 6.54 1.05 2.65 0.09 0.18 0 0 2.16 5.4
August 2009 0.45999999999999996 0.19 9.1 7.1 0.47000000000000003 0 1.54 0 0.27999999999999997 0.31 27.66 7.66 0 0 0.5 2.97 0.16 4.09 19.25 6.67 1.05 2.64 0.09 0.2 0 0 2.21 5.4
September 2009 0.47000000000000003 0.18 9.53 7.000000000000001 0.45999999999999996 0 1.47 0 0.26 0.29 27.67 7.7 0 0 0.47000000000000003 2.87 0.16 4.04 19.3 6.67 1.03 2.6 0.06999999999999999 0.21 0 0 2.17 5.390000000000001
October 2009 0.48 0.18 9.790000000000001 6.76 0.47000000000000003 0 1.43 0 0.26 0.27999999999999997 27.68 7.62 0 0 0.45999999999999996 2.9899999999999998 0.15 3.9800000000000004 19.11 6.800000000000001 1.06 2.6599999999999997 0.06999999999999999 0.22 0 0 2.21 5.35
November 2009 0.49 0.18 9.969999999999999 6.7 0.44 0 1.4200000000000002 0 0.27999999999999997 0.27999999999999997 27.700000000000003 7.6499999999999995 0 0 0.44999999999999996 3.0300000000000002 0.16 3.9600000000000004 18.93 6.83 1.04 2.6100000000000003 0.06999999999999999 0.2 0 0 2.23 5.37
December 2009 0.49 0.18 10.299999999999999 6.6000000000000005 0.45999999999999996 0 1.41 0 0.3 0.29 27.800000000000004 7.470000000000001 0 0 0.45999999999999996 3.1199999999999997 0.16999999999999998 3.8600000000000003 18.66 6.800000000000001 1.0699999999999998 2.56 0.08 0.21 0 0 2.29 5.41
January 2010 0.5 0.18 10.530000000000001 6.4 0.48 0 1.3599999999999999 0.01 0.32 0.32 28.189999999999998 7.449999999999999 0 0 0.5 3.04 0.22 3.71 18.63 6.569999999999999 1.13 2.54 0.09 0.22999999999999998 0 0 2.22 5.37
February 2010 0.49 0.16999999999999998 10.8 6.36 0.47000000000000003 0 1.32 0.02 0.32 0.32 28.439999999999998 7.32 0 0 0.49 3.2099999999999995 0.25 3.66 18.459999999999997 6.47 1.0999999999999999 2.44 0.09 0.22 0 0 2.23 5.35
March 2010 0.51 0.16999999999999998 11.01 6.22 0.49 0 1.29 0.02 0.32 0.32 28.449999999999996 7.31 0 0 0.49 3.3099999999999996 0.25 3.53 18.310000000000002 6.4399999999999995 1.18 2.36 0.1 0.21 0 0 2.31 5.41
April 2010 0.54 0.18 11.3 6.1899999999999995 0.5 0 1.26 0.03 0.35000000000000003 0.32 28.57 7.42 0 0 0.49 3.3000000000000003 0.27 3.37 18.27 6.279999999999999 1.1400000000000001 2.1999999999999997 0.1 0.21 0 0 2.31 5.38
May 2010 0.58 0.18 11.52 6.18 0.52 0 1.26 0.03 0.36 0.32 28.48 7.32 0 0 0.51 3.34 0.27999999999999997 3.27 18.18 6.21 1.22 2.1999999999999997 0.11 0.22 0 0 2.37 5.33
June 2010 0.61 0.18 11.600000000000001 6.2700000000000005 0.52 0 1.3 0.04 0.37 0.32 28.439999999999998 7.37 0 0 0.5 3.3000000000000003 0.27999999999999997 3.27 18 6.25 1.2 2.18 0.1 0.21 0 0 2.36 5.35
July 2010 0.62 0.19 11.53 6.41 0.54 0 1.29 0.03 0.36 0.27 28.18 7.31 0 0 0.49 3.46 0.33999999999999997 3.29 17.87 6.25 1.18 2.17 0.1 0.21 0 0 2.46 5.43
August 2010 0.63 0.19 11.63 6.419999999999999 0.5499999999999999 0 1.26 0.03 0.35000000000000003 0.26 28.52 7.22 0 0 0.47000000000000003 3.36 0.38999999999999996 3.2399999999999998 17.64 6.22 1.22 2.23 0.08 0.21 0 0 2.5700000000000003 5.3100000000000005
September 2010 0.63 0.2 11.75 6.45 0.54 0 1.27 0.03 0.35000000000000003 0.27 28.549999999999997 7.1499999999999995 0 0 0.48 3.3000000000000003 0.48 3.2 17.43 6.34 1.18 2.33 0.09 0.22 0 0 2.5700000000000003 5.2
October 2010 0.61 0.2 11.86 6.54 0.5499999999999999 0 1.24 0.03 0.35000000000000003 0.27 28.42 6.93 0 0 0.5 3.34 0.61 3.15 17.09 6.4399999999999995 1.24 2.48 0.09 0.22999999999999998 0 0 2.64 5.2
November 2010 0.6 0.2 11.92 6.61 0.5499999999999999 0 1.23 0.03 0.33 0.29 28.53 6.909999999999999 0 0 0.49 3.42 0.73 3.1 16.7 6.5 1.25 2.53 0.08 0.22999999999999998 0 0 2.5700000000000003 5.21
December 2010 0.59 0.21 12.049999999999999 6.59 0.54 0 1.24 0.03 0.32 0.3 28.389999999999997 6.79 0 0 0.48 3.45 0.98 3 16.45 6.58 1.3299999999999998 2.65 0.09 0.24 0 0 2.4899999999999998 5.21
January 2011 0.5599999999999999 0.2 12.35 6.460000000000001 0.5 0 1.2 0.02 0.29 0.3 28.78 6.890000000000001 0 0 0.47000000000000003 3.27 1.06 2.82 16.400000000000002 6.7299999999999995 1.34 2.65 0.06999999999999999 0.26 0 0 2.35 5.04
February 2011 0.54 0.22 12.590000000000002 6.47 0.47000000000000003 0.01 1.16 0.03 0.29 0.3 28.51 7.000000000000001 0 0 0.45999999999999996 3.39 1.24 2.69 16.400000000000002 6.94 1.3 2.58 0.06999999999999999 0.25 0 0 2.1399999999999997 4.97
March 2011 0.51 0.2 12.65 6.529999999999999 0.45999999999999996 0.02 1.11 0.02 0.27 0.27 28.410000000000004 7.02 0 0 0.44999999999999996 3.47 1.39 2.59 16.38 6.99 1.3 2.58 0.06 0.24 0 0 2.09 4.99
April 2011 0.52 0.19 12.629999999999999 6.510000000000001 0.44999999999999996 0.04 1.0999999999999999 0.02 0.27999999999999997 0.27999999999999997 28.449999999999996 7.13 0 0 0.44 3.36 1.54 2.59 16.43 6.909999999999999 1.31 2.5100000000000002 0.06 0.24 0 0 2.02 4.99
May 2011 0.5499999999999999 0.2 12.629999999999999 6.4 0.45999999999999996 0.05 1.09 0.02 0.3 0.25 28.46 7.21 0 0 0.44999999999999996 3.18 1.7000000000000002 2.46 16.580000000000002 6.98 1.32 2.5 0.06999999999999999 0.25 0 0 1.9300000000000002 4.96
June 2011 0.5599999999999999 0.2 12.57 6.329999999999999 0.45999999999999996 0.06 1.0699999999999998 0.02 0.3 0.22999999999999998 28.48 7.23 0 0 0.47000000000000003 3.1199999999999997 1.78 2.48 16.68 6.950000000000001 1.31 2.6 0.05 0.26 0 0 1.94 4.84
July 2011 0.59 0.21 12.559999999999999 6.35 0.45999999999999996 0.08 1.0699999999999998 0.02 0.32 0.22999999999999998 28.38 7.1 0 0 0.48 3.15 1.97 2.44 16.64 6.950000000000001 1.31 2.6 0.06 0.25 0 0 1.95 4.83
August 2011 0.61 0.2 12.5 6.2700000000000005 0.47000000000000003 0.08 1.06 0.03 0.33 0.22999999999999998 28.38 7.08 0 0 0.5 3.0300000000000002 2.09 2.48 16.45 6.94 1.3599999999999999 2.68 0.06 0.29 0 0 2.06 4.83
September 2011 0.63 0.22 12.7 6.11 0.47000000000000003 0.08 1.05 0.03 0.36 0.24 28.42 7.090000000000001 0 0 0.5 2.86 2.23 2.5 16.400000000000002 7.03 1.38 2.59 0.06 0.3 0 0 2.03 4.72
October 2011 0.63 0.22999999999999998 13 5.9799999999999995 0.44 0.08 0.9900000000000001 0.03 0.35000000000000003 0.22 28.349999999999998 7.140000000000001 0 0 0.49 2.87 2.29 2.42 16.28 7.26 1.4000000000000001 2.59 0.05 0.32 0 0 2.01 4.58
November 2011 0.62 0.25 12.790000000000001 6.02 0.43 0.11 0.98 0.03 0.33999999999999997 0.26 27.98 7.140000000000001 0 0 0.49 2.93 2.7 2.46 16.05 7.42 1.4200000000000002 2.62 0.05 0.33999999999999997 0 0 2.13 4.44
December 2011 0.61 0.25 12.47 6.18 0.4 0.12 0.88 0.03 0.33999999999999997 0.27 28.03 7.249999999999999 0 0 0.47000000000000003 2.98 3 2.32 15.879999999999999 7.739999999999999 1.4500000000000002 2.46 0.06 0.33 0 0 2.16 4.33
January 2012 0.6 0.26 12.049999999999999 6.460000000000001 0.38999999999999996 0.12 0.86 0.03 0.33999999999999997 0.27999999999999997 27.860000000000003 7.3 0 0 0.48 3.02 3.4099999999999997 2.31 15.740000000000002 7.84 1.4500000000000002 2.44 0.06 0.33999999999999997 0 0 2.18 4.19
February 2012 0.61 0.25 11.5 6.83 0.4 0.12 0.88 0.03 0.33999999999999997 0.29 27.589999999999996 7.28 0.01 0 0.52 3.09 3.7199999999999998 2.31 15.690000000000001 7.9 1.5 2.46 0.06999999999999999 0.33 0 0 2.23 4.05
March 2012 0.63 0.22999999999999998 10.69 7.340000000000001 0.4 0.13 0.8999999999999999 0.03 0.33999999999999997 0.29 27.63 7.21 0.03 0 0.54 3.19 3.88 2.2399999999999998 15.459999999999999 8.03 1.53 2.53 0.06 0.33999999999999997 0 0 2.29 4.05
April 2012 0.64 0.22999999999999998 9.74 7.85 0.42 0.13999999999999999 0.9299999999999999 0.03 0.35000000000000003 0.31 27.46 7.17 0.05 0 0.59 3.27 4.26 2.2399999999999998 15.2 8.08 1.58 2.62 0.06999999999999999 0.36 0 0 2.4 3.9899999999999998
May 2012 0.66 0.22 9.31 8.16 0.4 0.13 0.91 0.04 0.37 0.32 27.68 7.06 0.08 0 0.64 3.29 4.21 2.25 15.229999999999999 8.1 1.59 2.65 0.06999999999999999 0.35000000000000003 0 0 2.37 3.91
June 2012 0.65 0.21 9.13 8.469999999999999 0.38999999999999996 0.13 0.9199999999999999 0.05 0.38 0.29 27.42 6.99 0.1 0 0.64 3.2399999999999998 4.3999999999999995 2.23 15.299999999999999 8.07 1.58 2.71 0.06999999999999999 0.36 0 0 2.34 3.9
July 2012 0.7000000000000001 0.22999999999999998 8.86 8.7 0.41000000000000003 0.13 0.9299999999999999 0.06 0.41000000000000003 0.3 27.41 6.9 0.13 0 0.66 3.18 4.3999999999999995 2.21 15.15 8.1 1.69 2.76 0.08 0.4 0 0 2.35 3.8600000000000003
August 2012 0.72 0.24 8.7 8.98 0.38 0.13 0.9199999999999999 0.06 0.43 0.3 27.279999999999998 6.99 0.13999999999999999 0 0.65 3.1300000000000003 4.51 2.15 14.91 8.21 1.7399999999999998 2.75 0.06999999999999999 0.41000000000000003 0 0 2.3 3.8899999999999997
September 2012 0.69 0.25 8.690000000000001 9.19 0.37 0.12 0.89 0.06999999999999999 0.44 0.31 27.13 7.01 0.15 0.01 0.69 3.08 4.64 2.16 14.799999999999999 8.23 1.77 2.76 0.08 0.42 0 0 2.2399999999999998 3.8
October 2012 0.6799999999999999 0.25 8.77 9.31 0.35000000000000003 0.12 0.86 0.08 0.43 0.29 27.12 7.04 0.13999999999999999 0.01 0.6799999999999999 3 4.75 2.11 14.96 8.28 1.77 2.69 0.08 0.4 0 0 2.07 3.7800000000000002
November 2012 0.6799999999999999 0.24 8.84 9.43 0.32 0.11 0.8099999999999999 0.08 0.4 0.27 26.88 7.12 0.13999999999999999 0.01 0.67 3.01 4.9 2.06 14.760000000000002 8.35 1.83 2.77 0.09 0.41000000000000003 0 0.02 2.07 3.73
December 2012 0.69 0.25 8.68 9.58 0.32 0.11 0.83 0.09 0.4 0.29 26.85 7.1 0.13999999999999999 0.01 0.6799999999999999 3.0700000000000003 4.91 2.11 14.499999999999998 8.44 1.8800000000000001 2.77 0.1 0.41000000000000003 0 0.03 2.07 3.6799999999999997
January 2013 0.65 0.25 8.74 9.54 0.31 0.12 0.8099999999999999 0.08 0.38 0.29 26.700000000000003 7.1499999999999995 0.13999999999999999 0.01 0.7000000000000001 3.09 5.06 2.08 14.37 8.62 1.8900000000000001 2.81 0.09 0.41000000000000003 0 0.04 1.96 3.6999999999999997
February 2013 0.6 0.24 8.690000000000001 9.56 0.29 0.12 0.76 0.08 0.36 0.27999999999999997 26.91 7.08 0.13 0.01 0.69 3.0700000000000003 5.18 2.01 14.399999999999999 8.870000000000001 1.8800000000000001 2.76 0.09 0.41000000000000003 0 0.05 1.82 3.65
March 2013 0.61 0.22999999999999998 8.52 9.53 0.29 0.13 0.7799999999999999 0.08 0.38 0.27999999999999997 26.77 7.12 0.13 0.01 0.69 3.1199999999999997 5.4 1.92 14.37 9 1.9 2.7199999999999998 0.09 0.43 0 0.08 1.82 3.5999999999999996
April 2013 0.63 0.24 8.39 9.54 0.31 0.13 0.7799999999999999 0.09 0.38 0.27 26.650000000000002 7.22 0.13999999999999999 0.01 0.7000000000000001 3.2099999999999995 5.41 1.91 14.180000000000001 9.17 1.97 2.74 0.09 0.44999999999999996 0 0.09 1.83 3.4799999999999995
May 2013 0.61 0.24 8.19 9.75 0.33 0.13 0.7799999999999999 0.09 0.4 0.27999999999999997 26.46 7.35 0.13 0 0.7100000000000001 3.2 5.4 1.91 14.27 9.36 1.9800000000000002 2.68 0.08 0.45999999999999996 0 0.08 1.7399999999999998 3.38
June 2013 0.58 0.22999999999999998 8.129999999999999 9.82 0.33 0.13 0.75 0.1 0.38999999999999996 0.27999999999999997 26.41 7.55 0.12 0 0.7000000000000001 3.17 5.37 1.83 14.32 9.56 1.9900000000000002 2.7199999999999998 0.06999999999999999 0.45999999999999996 0 0.08 1.63 3.25
July 2013 0.58 0.22 7.95 10 0.33 0.13 0.72 0.1 0.38999999999999996 0.29 26.529999999999998 7.62 0.12 0 0.6799999999999999 3.1300000000000003 5.319999999999999 1.82 14.31 9.71 1.95 2.6599999999999997 0.08 0.45999999999999996 0 0.08 1.6199999999999999 3.19
August 2013 0.63 0.22999999999999998 7.920000000000001 9.969999999999999 0.33999999999999997 0.12 0.74 0.11 0.4 0.3 26.36 7.76 0.13 0 0.6799999999999999 3.1399999999999997 5.36 1.87 14.08 9.67 2 2.76 0.08 0.5 0 0.1 1.6400000000000001 3.09
September 2013 0.62 0.25 7.9399999999999995 9.92 0.35000000000000003 0.12 0.7000000000000001 0.11 0.38 0.3 26.41 7.76 0.13999999999999999 0.01 0.66 3.09 5.36 1.8599999999999999 13.969999999999999 9.85 2.06 2.78 0.08 0.52 0 0.09 1.6199999999999999 3.0300000000000002
October 2013 0.61 0.24 7.89 9.92 0.33999999999999997 0.12 0.6799999999999999 0.12 0.38 0.3 26.200000000000003 7.6 0.15 0 0.66 3.01 5.88 1.8499999999999999 13.83 9.85 2.09 2.86 0.09 0.5499999999999999 0 0.1 1.6199999999999999 3.06
November 2013 0.58 0.26 8.05 9.8 0.33 0.11 0.65 0.12 0.38 0.3 26.540000000000003 7.48 0.15 0 0.61 3 6.140000000000001 1.79 13.600000000000001 9.89 2.09 2.75 0.08 0.5599999999999999 0 0.1 1.5699999999999998 3.09
December 2013 0.62 0.27999999999999997 8.110000000000001 9.78 0.32 0.12 0.66 0.12 0.41000000000000003 0.31 26.47 7.340000000000001 0.15 0 0.6 3.01 6.36 1.76 13.36 9.82 2.12 2.69 0.09 0.62 0 0.1 1.6400000000000001 3.1300000000000003
January 2014 0.62 0.27999999999999997 8.15 9.73 0.33 0.13999999999999999 0.66 0.13 0.43 0.31 26.26 7.359999999999999 0.16 0 0.6 3.04 6.5 1.71 13.18 9.950000000000001 2.17 2.71 0.12 0.65 0 0.11 1.67 3.0300000000000002
February 2014 0.61 0.31 8.17 9.65 0.33999999999999997 0.16 0.67 0.13999999999999999 0.44999999999999996 0.33999999999999997 26.22 7.380000000000001 0.16999999999999998 0 0.62 3.0700000000000003 6.65 1.51 13.08 10.02 2.18 2.6 0.2 0.67 0.06 0.12 1.69 2.93
March 2014 0.6 0.31 8.129999999999999 9.65 0.33999999999999997 0.16999999999999998 0.69 0.13999999999999999 0.45999999999999996 0.35000000000000003 25.900000000000002 7.6 0.18 0 0.61 3.1300000000000003 6.9 1.35 12.950000000000001 9.94 2.21 2.6 0.26 0.67 0.12 0.11 1.69 2.9499999999999997
April 2014 0.62 0.32 8.110000000000001 9.700000000000001 0.33999999999999997 0.19 0.69 0.15 0.45999999999999996 0.36 26.22 7.7 0.19 0 0.61 3.08 6.52 1.18 13 10.059999999999999 2.19 2.54 0.27 0.65 0.19 0.11 1.7000000000000002 2.85
May 2014 0.64 0.32 8 9.73 0.35000000000000003 0.2 0.73 0.16 0.48 0.37 25.990000000000002 7.8100000000000005 0.19 0 0.66 3.04 6.4799999999999995 1.03 13 10.14 2.21 2.6100000000000003 0.3 0.69 0.25 0.12 1.71 2.79
June 2014 0.63 0.31 7.9399999999999995 9.75 0.37 0.2 0.69 0.16 0.47000000000000003 0.36 26.11 7.82 0.19 0 0.66 2.9899999999999998 6.4399999999999995 0.89 13.04 10.27 2.3 2.6100000000000003 0.32 0.66 0.32 0.12 1.67 2.7199999999999998
July 2014 0.63 0.32 7.89 9.73 0.33999999999999997 0.19 0.67 0.16999999999999998 0.48 0.33999999999999997 26.19 7.8100000000000005 0.19 0 0.63 2.96 6.419999999999999 0.88 12.950000000000001 10.17 2.3 2.63 0.3 0.65 0.69 0.11 1.67 2.69
August 2014 0.62 0.27999999999999997 7.86 9.67 0.33 0.16999999999999998 0.63 0.16999999999999998 0.45999999999999996 0.31 26.400000000000002 7.66 0.18 0 0.59 2.9000000000000004 6.34 0.9900000000000001 12.97 10.280000000000001 2.3 2.65 0.24 0.65 0.97 0.11 1.6500000000000001 2.62
September 2014 0.63 0.27999999999999997 7.91 9.65 0.33 0.15 0.63 0.18 0.47000000000000003 0.3 26.33 7.57 0.16999999999999998 0 0.59 2.83 6.2 1.17 12.86 10.27 2.4 2.6599999999999997 0.21 0.69 1.24 0.11 1.63 2.56
October 2014 0.58 0.27999999999999997 8.03 9.66 0.32 0.13999999999999999 0.62 0.19 0.44999999999999996 0.29 26.16 7.489999999999999 0.16999999999999998 0 0.5599999999999999 2.88 6.2700000000000005 1.23 12.629999999999999 10.440000000000001 2.41 2.6100000000000003 0.2 0.7100000000000001 1.55 0.1 1.5599999999999998 2.48
November 2014 0.5599999999999999 0.27999999999999997 8.08 9.569999999999999 0.3 0.15 0.58 0.18 0.43 0.27999999999999997 26.150000000000002 7.39 0.16999999999999998 0 0.5 2.93 6.370000000000001 1.26 12.4 10.56 2.4899999999999998 2.54 0.16999999999999998 0.69 1.91 0.1 1.5599999999999998 2.42
December 2014 0.58 0.31 8.07 9.33 0.31 0.13999999999999999 0.6 0.2 0.44999999999999996 0.31 25.900000000000002 7.359999999999999 0.16999999999999998 0 0.51 2.98 6.34 1.41 12.09 10.58 2.5100000000000002 2.56 0.18 0.73 2.32 0.1 1.54 2.45
January 2015 0.59 0.33 8.08 9.22 0.33 0.13 0.61 0.2 0.44999999999999996 0.33 25.75 7.359999999999999 0.19 0 0.54 3.05 6.25 1.37 12 10.71 2.59 2.56 0.19 0.73 2.42 0.1 1.51 2.42
February 2015 0.58 0.36 8.03 9.32 0.33 0.13 0.6 0.21 0.44999999999999996 0.33999999999999997 25.5 7.39 0.18 0 0.5499999999999999 3.09 6.23 1.3299999999999998 11.83 10.84 2.69 2.53 0.2 0.7100000000000001 2.5100000000000002 0.11 1.48 2.4699999999999998
March 2015 0.5599999999999999 0.36 7.960000000000001 9.31 0.33 0.13 0.5700000000000001 0.22 0.45999999999999996 0.36 25.52 7.32 0.18 0 0.52 3.2 6.15 1.27 11.790000000000001 11.1 2.7 2.52 0.19 0.72 2.6 0.11 1.46 2.39
April 2015 0.6 0.38 7.84 9.180000000000001 0.35000000000000003 0.13999999999999999 0.58 0.24 0.48 0.38 25.319999999999997 7.37 0.2 0 0.54 3.2300000000000004 5.99 1.32 11.74 11.12 2.79 2.5700000000000003 0.2 0.74 2.6599999999999997 0.13999999999999999 1.51 2.39
May 2015 0.61 0.38999999999999996 7.66 9.3 0.35000000000000003 0.12 0.5700000000000001 0.24 0.51 0.38999999999999996 25.3 7.449999999999999 0.19 0 0.54 3.2199999999999998 5.800000000000001 1.3599999999999999 11.82 11.129999999999999 2.8000000000000003 2.6100000000000003 0.21 0.77 2.65 0.15 1.51 2.36
June 2015 0.58 0.35000000000000003 7.66 9.46 0.32 0.12 0.54 0.22999999999999998 0.5 0.38 25.34 7.5 0.18 0 0.51 3.2099999999999995 5.74 1.31 11.83 11.200000000000001 2.85 2.62 0.21 0.77 2.6599999999999997 0.16999999999999998 1.53 2.2399999999999998
July 2015 0.54 0.35000000000000003 7.62 9.520000000000001 0.3 0.12 0.52 0.22999999999999998 0.48 0.36 25.430000000000003 7.470000000000001 0.16 0 0.5 3.1 5.7 1.29 11.84 11.34 2.87 2.6100000000000003 0.21 0.8099999999999999 2.7199999999999998 0.18 1.54 2.18
August 2015 0.58 0.33999999999999997 7.64 9.41 0.31 0.12 0.51 0.24 0.48 0.37 25.330000000000002 7.539999999999999 0.16 0 0.49 3 5.680000000000001 1.34 11.83 11.35 2.9000000000000004 2.6599999999999997 0.2 0.8500000000000001 2.77 0.2 1.6 2.13
September 2015 0.6 0.33999999999999997 7.71 9.35 0.33 0.12 0.51 0.25 0.45999999999999996 0.35000000000000003 25.46 7.5 0.16 0 0.49 2.9000000000000004 5.65 1.3299999999999998 11.709999999999999 11.459999999999999 2.88 2.65 0.21 0.88 2.81 0.22 1.6099999999999999 2.06
October 2015 0.59 0.32 7.7299999999999995 9.29 0.32 0.11 0.47000000000000003 0.24 0.44999999999999996 0.33 25.55 7.539999999999999 0.15 0 0.5 2.8000000000000003 5.67 1.27 11.61 11.58 2.91 2.6599999999999997 0.21 0.8999999999999999 2.93 0.22999999999999998 1.6 2.01
November 2015 0.58 0.32 7.779999999999999 9.2 0.33 0.12 0.47000000000000003 0.26 0.44999999999999996 0.31 25.480000000000004 7.4399999999999995 0.16 0 0.52 2.8000000000000003 5.63 1.28 11.37 11.73 3.01 2.64 0.22 0.9299999999999999 3.08 0.24 1.63 2.03
December 2015 0.5700000000000001 0.32 7.779999999999999 9.13 0.33 0.12 0.44999999999999996 0.27 0.44999999999999996 0.32 25.369999999999997 7.5 0.16999999999999998 0 0.52 2.83 5.56 1.28 11.33 11.940000000000001 3.02 2.58 0.21 0.96 3.1300000000000003 0.25 1.6099999999999999 1.9900000000000002
January 2016 0.58 0.32 7.88 8.99 0.33999999999999997 0.13 0.45999999999999996 0.3 0.44 0.33999999999999997 25.240000000000002 7.6499999999999995 0.19 0 0.53 2.8899999999999997 5.58 1.28 11.15 11.98 3.06 2.52 0.22 0.97 3.1199999999999997 0.3 1.6 1.94
February 2016 0.53 0.33 7.829999999999999 9.02 0.32 0.13 0.45999999999999996 0.31 0.43 0.33 24.97 7.630000000000001 0.19 0.01 0.53 2.9499999999999997 5.58 1.21 11.06 12.3 3.08 2.4699999999999998 0.24 1.04 3.25 0.33999999999999997 1.55 1.9
March 2016 0.47000000000000003 0.31 7.7 9.04 0.27 0.12 0.44 0.3 0.41000000000000003 0.33 24.709999999999997 7.76 0.19 0.02 0.52 3 5.56 1.15 11.1 12.620000000000001 3.17 2.44 0.24 1.04 3.3000000000000003 0.36 1.53 1.91
April 2016 0.44999999999999996 0.32 7.580000000000001 9.01 0.27 0.12 0.43 0.31 0.4 0.33 24.51 7.739999999999999 0.2 0.03 0.53 3.08 5.53 1.15 11.1 12.8 3.25 2.39 0.25 1.05 3.34 0.42 1.52 1.8800000000000001
May 2016 0.42 0.31 7.5600000000000005 9.08 0.25 0.11 0.38999999999999996 0.31 0.38 0.32 24.45 7.75 0.19 0.04 0.5 3.06 5.5 1.0699999999999998 11.18 12.94 3.29 2.39 0.24 1.04 3.45 0.48 1.48 1.7999999999999998
June 2016 0.43 0.33999999999999997 7.48 9.1 0.26 0.11 0.41000000000000003 0.33999999999999997 0.37 0.3 24.23 7.8 0.2 0.05 0.53 2.96 5.55 1 11.129999999999999 13.320000000000002 3.34 2.33 0.26 1.03 3.45 0.5499999999999999 1.43 1.73
July 2016 0.44999999999999996 0.35000000000000003 7.41 9.17 0.26 0.1 0.38999999999999996 0.35000000000000003 0.38 0.31 23.96 7.76 0.16999999999999998 0.06999999999999999 0.51 2.92 5.45 0.95 11.020000000000001 13.68 3.45 2.35 0.27 1.03 3.53 0.58 1.43 1.71
August 2016 0.45999999999999996 0.36 7.37 9.21 0.27999999999999997 0.1 0.38999999999999996 0.38 0.38999999999999996 0.3 24.01 7.720000000000001 0.19 0.08 0.51 2.8400000000000003 5.38 0.9199999999999999 10.9 13.87 3.4799999999999995 2.35 0.27 0.9900000000000001 3.51 0.62 1.43 1.68
September 2016 0.45999999999999996 0.42 7.380000000000001 9.19 0.3 0.11 0.38999999999999996 0.41000000000000003 0.4 0.3 23.919999999999998 7.7299999999999995 0.19 0.09 0.53 2.76 5.34 0.8999999999999999 10.79 14.04 3.46 2.32 0.27999999999999997 0.97 3.58 0.66 1.43 1.63
October 2016 0.45999999999999996 0.44 7.41 9.139999999999999 0.29 0.11 0.38999999999999996 0.41000000000000003 0.38999999999999996 0.3 23.77 7.75 0.2 0.1 0.51 2.7199999999999998 5.34 0.8699999999999999 10.58 14.31 3.51 2.32 0.29 1.01 3.5700000000000003 0.74 1.4500000000000002 1.63
November 2016 0.48 0.47000000000000003 7.53 8.89 0.31 0.12 0.42 0.44 0.42 0.31 23.380000000000003 7.93 0.2 0.11 0.54 2.71 5.3100000000000005 0.8500000000000001 10.37 14.7 3.53 2.25 0.32 1.0699999999999998 3.45 0.8099999999999999 1.46 1.6099999999999999
December 2016 0.48 0.47000000000000003 7.670000000000001 8.73 0.31 0.13 0.38 0.45999999999999996 0.42 0.32 23.29 8 0.2 0.12 0.51 2.71 5.1499999999999995 0.8500000000000001 10.209999999999999 14.979999999999999 3.55 2.1999999999999997 0.33 1.09 3.54 0.86 1.44 1.6099999999999999
January 2017 0.45999999999999996 0.49 7.57 8.66 0.29 0.13 0.37 0.47000000000000003 0.41000000000000003 0.31 23.080000000000002 8.1 0.22 0.12 0.5 2.69 5.18 0.8500000000000001 10.16 15.310000000000002 3.54 2.18 0.33 1.13 3.5000000000000004 0.9199999999999999 1.41 1.59
February 2017 0.45999999999999996 0.48 7.62 8.52 0.29 0.13 0.38 0.5 0.43 0.32 22.71 8.09 0.22 0.12 0.51 2.79 5.04 0.8500000000000001 10.05 15.68 3.64 2.15 0.33999999999999997 1.16 3.53 1 1.4200000000000002 1.59
March 2017 0.47000000000000003 0.43 7.51 8.450000000000001 0.29 0.13 0.37 0.51 0.43 0.33 22.52 8.17 0.22 0.12 0.5 2.76 4.859999999999999 0.8500000000000001 9.93 16.17 3.75 2.11 0.35000000000000003 1.21 3.52 1.0699999999999998 1.39 1.5699999999999998
April 2017 0.47000000000000003 0.42 7.470000000000001 8.469999999999999 0.27999999999999997 0.13 0.37 0.5499999999999999 0.43 0.33 22.31 8.290000000000001 0.21 0.12 0.5 2.7 4.71 0.83 9.91 16.59 3.85 2.0500000000000003 0.35000000000000003 1.23 3.47 1.09 1.3599999999999999 1.52
May 2017 0.45999999999999996 0.43 7.31 8.52 0.3 0.12 0.33999999999999997 0.58 0.43 0.33 22.189999999999998 8.34 0.22 0.12 0.49 2.6599999999999997 4.58 0.84 9.8 16.85 3.9699999999999998 2.0500000000000003 0.33999999999999997 1.24 3.5000000000000004 1.1400000000000001 1.37 1.47
June 2017 0.45999999999999996 0.42 7.13 8.5 0.31 0.12 0.33 0.61 0.43 0.33 21.88 8.33 0.21 0.27999999999999997 0.49 2.6100000000000003 4.54 0.84 9.569999999999999 17.23 4.07 2.11 0.36 1.3 3.47 1.1900000000000002 1.4200000000000002 1.46
July 2017 0.45999999999999996 0.43 7.07 8.3 0.33999999999999997 0.13 0.33 0.65 0.44999999999999996 0.32 21.790000000000003 8.35 0.24 0.42 0.51 2.58 4.3999999999999995 0.84 9.26 17.54 4.16 2.0500000000000003 0.36 1.34 3.52 1.24 1.47 1.44
August 2017 0.47000000000000003 0.44 6.959999999999999 8.14 0.35000000000000003 0.12 0.33 0.66 0.44999999999999996 0.33 21.93 8.459999999999999 0.24 0.52 0.48 2.46 4.31 0.8200000000000001 9.02 17.88 4.22 2.03 0.38 1.37 3.51 1.28 1.46 1.38
September 2017 0.49 0.45999999999999996 6.92 8.06 0.38999999999999996 0.13 0.33999999999999997 0.67 0.44999999999999996 0.33 21.94 8.44 0.25 0.6 0.44999999999999996 2.39 4.25 0.8099999999999999 8.82 18.19 4.25 1.9900000000000002 0.38 1.37 3.47 1.32 1.49 1.34
October 2017 0.5 0.48 6.78 7.99 0.43 0.13 0.35000000000000003 0.6799999999999999 0.48 0.36 21.91 8.35 0.27 0.7000000000000001 0.44 2.3800000000000003 4.15 0.8099999999999999 8.59 18.67 4.16 1.97 0.38999999999999996 1.35 3.49 1.38 1.51 1.29
November 2017 0.53 0.44999999999999996 6.64 7.93 0.41000000000000003 0.13 0.36 0.69 0.48 0.36 21.95 8.27 0.27 0.8500000000000001 0.42 2.3 4.12 0.8099999999999999 8.38 19.18 4.14 1.92 0.42 1.3299999999999998 3.45 1.39 1.51 1.3
December 2017 0.54 0.41000000000000003 6.619999999999999 7.8100000000000005 0.38999999999999996 0.12 0.35000000000000003 0.69 0.48 0.35000000000000003 22.16 8.290000000000001 0.26 0.8200000000000001 0.41000000000000003 2.2800000000000002 4.02 0.8099999999999999 8.36 19.7 4.17 1.82 0.38999999999999996 1.27 3.32 1.39 1.49 1.27
January 2018 0.53 0.37 6.5600000000000005 7.89 0.37 0.11 0.33999999999999997 0.7000000000000001 0.49 0.37 22.11 8.24 0.22 0.8099999999999999 0.4 2.2800000000000002 3.91 0.79 8.309999999999999 20.26 4.22 1.7999999999999998 0.38 1.23 3.19 1.4200000000000002 1.44 1.25
February 2018 0.52 0.36 6.460000000000001 7.89 0.36 0.11 0.33 0.73 0.5 0.35000000000000003 21.959999999999997 8.260000000000002 0.21 0.83 0.41000000000000003 2.32 3.82 0.8200000000000001 8.290000000000001 20.75 4.18 1.7500000000000002 0.37 1.2 3.0700000000000003 1.43 1.43 1.27
March 2018 0.52 0.33999999999999997 6.35 7.89 0.33 0.11 0.3 0.75 0.5 0.33999999999999997 21.98 8.25 0.19 0.89 0.4 2.35 3.75 0.8 8.14 21.21 4.19 1.7500000000000002 0.36 1.18 2.9899999999999998 1.47 1.4000000000000001 1.27
April 2018 0.52 0.31 6.2700000000000005 7.86 0.31 0.13 0.27 0.79 0.49 0.31 22.03 8.32 0.18 0.9299999999999999 0.4 2.29 3.63 0.7799999999999999 8.1 21.68 4.21 1.7000000000000002 0.36 1.16 2.88 1.46 1.37 1.25
May 2018 0.52 0.32 6.239999999999999 7.7700000000000005 0.31 0.13999999999999999 0.25 0.8099999999999999 0.48 0.3 21.94 8.34 0.16999999999999998 0.8999999999999999 0.4 2.27 3.5000000000000004 0.7799999999999999 8.08 22.3 4.18 1.66 0.33999999999999997 1.17 2.8000000000000003 1.46 1.37 1.23
June 2018 0.51 0.36 6.05 7.779999999999999 0.33999999999999997 0.16999999999999998 0.27 0.8500000000000001 0.48 0.32 21.87 8.41 0.18 0.9199999999999999 0.42 2.25 3.4000000000000004 0.76 7.93 22.62 4.1000000000000005 1.66 0.36 1.18 2.75 1.47 1.38 1.22
July 2018 0.53 0.35000000000000003 5.99 7.739999999999999 0.33 0.18 0.24 0.86 0.48 0.3 21.82 8.450000000000001 0.18 0.9299999999999999 0.38 2.18 3.3300000000000005 0.75 7.84 23.06 4.06 1.6199999999999999 0.35000000000000003 1.2 2.76 1.48 1.4000000000000001 1.2
August 2018 0.54 0.33 6.02 7.71 0.31 0.19 0.22999999999999998 0.8699999999999999 0.49 0.29 21.87 8.43 0.16999999999999998 0.98 0.36 2.11 3.27 0.74 7.66 23.48 4.03 1.58 0.35000000000000003 1.2 2.7 1.49 1.4200000000000002 1.17
September 2018 0.5499999999999999 0.33 6.11 7.66 0.33999999999999997 0.21 0.22999999999999998 0.9199999999999999 0.49 0.27999999999999997 21.66 8.37 0.22 0.9900000000000001 0.37 2.0500000000000003 3.26 0.72 7.57 23.71 4.03 1.6 0.36 1.22 2.69 1.51 1.44 1.1400000000000001
October 2018 0.54 0.33 6.12 7.61 0.32 0.2 0.25 0.95 0.49 0.29 21.57 8.34 0.22999999999999998 1.01 0.37 2.01 3.2199999999999998 0.7100000000000001 7.42 24.169999999999998 3.9699999999999998 1.59 0.35000000000000003 1.22 2.62 1.49 1.46 1.1400000000000001
November 2018 0.53 0.33999999999999997 6.140000000000001 7.580000000000001 0.32 0.2 0.24 0.95 0.5 0.27999999999999997 21.41 8.290000000000001 0.24 1.0699999999999998 0.38 1.9900000000000002 3.16 0.67 7.249999999999999 24.6 3.95 1.5699999999999998 0.36 1.22 2.6 1.54 1.46 1.15
December 2018 0.5499999999999999 0.33 6.25 7.51 0.3 0.2 0.25 0.98 0.52 0.27999999999999997 21.2 8.17 0.25 1.0999999999999999 0.38999999999999996 1.9900000000000002 3.17 0.6799999999999999 7.24 24.75 3.9899999999999998 1.54 0.38 1.2 2.62 1.5699999999999998 1.43 1.1400000000000001
January 2019 0.5599999999999999 0.33999999999999997 6.18 7.48 0.31 0.24 0.26 1.02 0.51 0.3 21.12 8.19 0.27 1.1199999999999999 0.4 1.9900000000000002 3.08 0.66 7.21 25.16 3.9600000000000004 1.5 0.43 1.16 2.5100000000000002 1.54 1.39 1.11
February 2019 0.5599999999999999 0.33999999999999997 6.12 7.470000000000001 0.31 0.25 0.26 1.0699999999999998 0.5 0.29 20.87 8.129999999999999 0.27 1.13 0.4 1.9800000000000002 3.02 0.63 7.199999999999999 25.619999999999997 3.9600000000000004 1.48 0.44 1.16 2.4699999999999998 1.5699999999999998 1.38 1.13
March 2019 0.5599999999999999 0.35000000000000003 6.02 7.3999999999999995 0.3 0.25 0.27 1.0699999999999998 0.49 0.29 20.669999999999998 8.16 0.25 1.15 0.41000000000000003 2.02 2.8899999999999997 0.64 7.1499999999999995 26.200000000000003 3.94 1.41 0.47000000000000003 1.13 2.41 1.59 1.34 1.15
April 2019 0.5499999999999999 0.35000000000000003 5.96 7.3999999999999995 0.3 0.26 0.25 1.06 0.48 0.27 20.549999999999997 8.219999999999999 0.24 1.17 0.4 1.9800000000000002 2.81 0.63 7.109999999999999 26.650000000000002 3.93 1.3599999999999999 0.5 1.11 2.39 1.6099999999999999 1.31 1.1199999999999999
May 2019 0.5499999999999999 0.33999999999999997 5.8999999999999995 7.290000000000001 0.31 0.27999999999999997 0.27 1.11 0.49 0.31 20.32 8.260000000000002 0.25 1.2 0.38 1.9900000000000002 2.79 0.62 7.03 26.91 3.9899999999999998 1.3599999999999999 0.5599999999999999 1.11 2.36 1.6199999999999999 1.29 1.09
June 2019 0.5499999999999999 0.36 5.800000000000001 7.249999999999999 0.31 0.33 0.26 1.1199999999999999 0.48 0.3 20.14 8.27 0.25 1.3 0.36 1.9300000000000002 2.73 0.6 6.8500000000000005 27.54 3.94 1.35 0.5499999999999999 1.11 2.32 1.66 1.29 1.06
July 2019 0.54 0.36 5.800000000000001 7.21 0.31 0.32 0.26 1.1400000000000001 0.48 0.29 19.900000000000002 8.17 0.25 1.38 0.38 1.8800000000000001 2.7199999999999998 0.59 6.67 27.99 3.8600000000000003 1.3599999999999999 0.5499999999999999 1.0999999999999999 2.39 1.7399999999999998 1.28 1.0699999999999998
August 2019 0.52 0.38 5.76 7.13 0.32 0.33999999999999997 0.26 1.17 0.5 0.29 19.72 8.14 0.26 1.44 0.38 1.8399999999999999 2.63 0.59 6.49 28.299999999999997 3.84 1.4000000000000001 0.63 1.0999999999999999 2.41 1.78 1.32 1.05
September 2019 0.51 0.37 5.79 7.17 0.32 0.36 0.26 1.17 0.51 0.29 19.45 8.07 0.27999999999999997 1.55 0.37 1.79 2.64 0.5499999999999999 6.370000000000001 28.59 3.8 1.43 0.67 1.0999999999999999 2.44 1.7999999999999998 1.3299999999999998 1.02
October 2019 0.5 0.37 5.92 7.109999999999999 0.32 0.37 0.25 1.22 0.5 0.29 19.17 8.06 0.27 1.6099999999999999 0.36 1.82 2.6599999999999997 0.5499999999999999 6.239999999999999 28.799999999999997 3.82 1.43 0.65 1.09 2.45 1.83 1.3299999999999998 0.9900000000000001
November 2019 0.51 0.36 5.94 7.28 0.32 0.38 0.24 1.22 0.47000000000000003 0.27999999999999997 19.1 8.07 0.27999999999999997 1.66 0.35000000000000003 1.78 2.6100000000000003 0.5599999999999999 6.140000000000001 29.04 3.73 1.41 0.62 1.05 2.45 1.8499999999999999 1.3299999999999998 0.97
December 2019 0.5 0.33999999999999997 6.02 7.290000000000001 0.32 0.38 0.22999999999999998 1.26 0.44999999999999996 0.29 18.94 8.01 0.27 1.6400000000000001 0.32 1.81 2.58 0.53 6.17 29.12 3.74 1.39 0.65 1.0699999999999998 2.46 1.8599999999999999 1.37 0.97
January 2020 0.5 0.33999999999999997 6.04 7.21 0.32 0.42 0.22999999999999998 1.27 0.44 0.29 18.790000000000003 8.12 0.27 1.66 0.31 1.83 2.52 0.54 6.22 29.23 3.8 1.3599999999999999 0.6799999999999999 1.04 2.41 1.83 1.38 0.9400000000000001
February 2020 0.49 0.3 5.96 7.32 0.31 0.44 0.24 1.27 0.38 0.3 18.57 8.04 0.27 1.66 0.32 1.79 2.48 0.49 6.29 29.78 3.81 1.31 0.65 1.04 2.34 1.8499999999999999 1.3299999999999998 0.98
March 2020 0.52 0.31 5.949999999999999 7.33 0.31 0.47000000000000003 0.25 1.29 0.42 0.3 18.41 8.03 0.25 1.5599999999999998 0.31 1.81 2.41 0.47000000000000003 6.12 30.37 3.7600000000000002 1.26 0.64 1.06 2.22 1.8800000000000001 1.32 0.96
April 2020 0.5499999999999999 0.33 5.7700000000000005 7.290000000000001 0.3 0.49 0.27 1.3 0.44 0.31 18.11 8 0.27 1.53 0.31 1.8399999999999999 2.44 0.42 6.21 30.5 3.83 1.27 0.73 1.06 2.19 1.91 1.37 0.95
May 2020 0.54 0.37 5.75 7.03 0.41000000000000003 0.54 0.27 1.32 0.44999999999999996 0.29 17.73 7.93 0.31 1.54 0.38 1.8900000000000001 2.45 0.42 6.1 31.069999999999997 3.91 1.24 0.75 1.0699999999999998 2.1399999999999997 1.8399999999999999 1.37 0.9199999999999999
June 2020 0.48 0.41000000000000003 5.75 6.819999999999999 0.4 0.51 0.27 1.37 0.44 0.27999999999999997 17.299999999999997 8.01 0.37 1.49 0.38 1.8599999999999999 2.45 0.41000000000000003 6 31.669999999999998 4.01 1.2 0.8200000000000001 1.01 2.18 1.8900000000000001 1.32 0.88
July 2020 0.44 0.48 5.76 6.76 0.41000000000000003 0.5 0.27999999999999997 1.4000000000000001 0.44 0.26 16.76 7.969999999999999 0.38999999999999996 1.5 0.43 1.8900000000000001 2.52 0.38 5.93 32.11 3.9899999999999998 1.21 0.91 0.9900000000000001 2.1999999999999997 1.9300000000000002 1.3 0.86
August 2020 0.48 0.54 5.74 6.5600000000000005 0.42 0.51 0.27 1.4500000000000002 0.43 0.25 16.61 8.19 0.41000000000000003 1.55 0.5 1.8900000000000001 2.6100000000000003 0.38999999999999996 5.81 32.1 3.9899999999999998 1.16 0.98 0.9299999999999999 2.31 1.92 1.29 0.72
September 2020 0.43 0.58 5.609999999999999 6.35 0.4 0.52 0.26 1.46 0.38 0.27 16.49 8.35 0.42 1.6400000000000001 0.54 1.8599999999999999 2.67 0.41000000000000003 6.04 31.869999999999997 4.06 1.15 1.0699999999999998 0.84 2.48 1.8499999999999999 1.24 0.75
October 2020 0.38999999999999996 0.6 5.800000000000001 6.22 0.42 0.5599999999999999 0.25 1.41 0.38 0.27999999999999997 16.34 8.41 0.38999999999999996 1.6400000000000001 0.5599999999999999 1.7500000000000002 3.44 0.45999999999999996 5.86 31.759999999999998 3.94 1.11 1.08 0.8099999999999999 2.4299999999999997 1.83 1.2 0.69
November 2020 0.38 0.61 5.99 6.35 0.32 0.5499999999999999 0.24 1.38 0.35000000000000003 0.27 16.520000000000003 8.51 0.38999999999999996 1.6400000000000001 0.59 1.7500000000000002 3.5900000000000003 0.45999999999999996 6.04 31.009999999999998 3.8899999999999997 1.13 1.1400000000000001 0.76 2.3800000000000003 1.9300000000000002 1.0999999999999999 0.72
December 2020 0.44999999999999996 0.65 6.18 6.5 0.35000000000000003 0.5700000000000001 0.26 1.29 0.36 0.25 16.55 8.58 0.36 1.6500000000000001 0.62 1.7999999999999998 3.62 0.45999999999999996 6.0600000000000005 30.680000000000003 3.83 1.1199999999999999 1.09 0.73 2.1999999999999997 1.87 1.18 0.73
January 2021 0.51 0.63 6.3 6.550000000000001 0.35000000000000003 0.5599999999999999 0.26 1.3299999999999998 0.37 0.27 16.8 8.469999999999999 0.37 1.69 0.64 1.73 3.6900000000000004 0.48 6.02 30.509999999999998 3.85 1.1199999999999999 1.02 0.7100000000000001 2.1399999999999997 1.77 1.1900000000000002 0.6799999999999999
February 2021 0.48 0.67 6.52 6.78 0.33999999999999997 0.5700000000000001 0.22 1.26 0.38999999999999996 0.27 16.88 8.540000000000001 0.38 1.6500000000000001 0.5599999999999999 1.72 3.5700000000000003 0.45999999999999996 6.15 30.23 3.8699999999999997 1.1900000000000002 1.04 0.64 2.02 1.72 1.21 0.7000000000000001
March 2021 0.49 0.6799999999999999 6.710000000000001 6.87 0.36 0.5499999999999999 0.16999999999999998 1.26 0.4 0.27 17.26 8.469999999999999 0.35000000000000003 1.6400000000000001 0.5700000000000001 1.6500000000000001 3.47 0.48 6.12 30.28 3.73 1.16 0.95 0.61 1.83 1.79 1.24 0.66
April 2021 0.52 0.6799999999999999 6.68 6.93 0.35000000000000003 0.5700000000000001 0.13999999999999999 1.34 0.36 0.22999999999999998 17.53 8.59 0.37 1.7500000000000002 0.59 1.73 2.55 0.44 6.4 30.18 3.8600000000000003 1.2 0.8999999999999999 0.5499999999999999 1.81 1.7500000000000002 1.28 0.7000000000000001
May 2021 0.51 0.6 6.65 6.97 0.3 0.53 0.11 1.46 0.38999999999999996 0.22999999999999998 18.02 8.780000000000001 0.35000000000000003 1.79 0.5 1.6199999999999999 2.23 0.41000000000000003 6.39 30.44 3.9 1.0999999999999999 0.8999999999999999 0.49 1.7500000000000002 1.7000000000000002 1.26 0.61
June 2021 0.47000000000000003 0.58 6.64 7.04 0.3 0.53 0.04 1.48 0.4 0.24 18.35 8.870000000000001 0.33999999999999997 1.77 0.54 1.46 2.09 0.41000000000000003 6.329999999999999 30.459999999999997 3.74 1.1400000000000001 0.89 0.5 1.82 1.73 1.23 0.61
July 2021 0.52 0.5700000000000001 6.6000000000000005 7.16 0.33999999999999997 0.5499999999999999 0 1.46 0.43 0.21 18.25 9.17 0.31 1.73 0.44999999999999996 1.47 1.8399999999999999 0.37 6.35 30.740000000000002 3.74 1.11 0.8099999999999999 0.51 1.66 1.72 1.26 0.69
August 2021 0.49 0.54 6.5 6.99 0.31 0.5700000000000001 0 1.5 0.47000000000000003 0.22 18.27 9.3 0.31 1.82 0.52 1.46 1.8499999999999999 0.4 6.3100000000000005 30.740000000000002 3.7600000000000002 1.03 0.7799999999999999 0.53 1.63 1.71 1.27 0.73
September 2021 0.5 0.5499999999999999 6.68 7.17 0.35000000000000003 0.58 0 1.5699999999999998 0.47000000000000003 0.2 18.04 9.54 0.36 1.8599999999999999 0.43 1.44 1.9800000000000002 0.35000000000000003 6.370000000000001 30.11 3.93 1.01 0.77 0.49 1.6400000000000001 1.59 1.27 0.72
October 2021 0.53 0.5700000000000001 6.99 7.380000000000001 0.33 0.5499999999999999 0 1.54 0.52 0.29 18.11 9.34 0.33999999999999997 1.76 0.38 1.4000000000000001 2.01 0.38 6.279999999999999 30.14 3.73 0.98 0.74 0.49 1.6099999999999999 1.59 1.28 0.75
November 2021 0.61 0.7000000000000001 6.99 7.31 0.35000000000000003 0.61 0 1.4200000000000002 0.52 0.32 17.560000000000002 9.31 0.37 1.72 0.42 1.43 2.12 0.36 6.1899999999999995 30.049999999999997 3.8 1 0.8200000000000001 0.54 1.7000000000000002 1.63 1.37 0.76
December 2021 0.7000000000000001 0.67 7.01 7.26 0.33 0.65 0 1.35 0.49 0.33 17.82 9.1 0.36 1.77 0.41000000000000003 1.6 2.16 0.36 6.239999999999999 29.599999999999998 4.109999999999999 1.03 0.84 0.5499999999999999 1.6400000000000001 1.66 1.25 0.7100000000000001
January 2022 0.66 0.75 7.3999999999999995 7.2700000000000005 0.3 0.72 0 1.1900000000000002 0.48 0.33999999999999997 18.01 9.07 0.33999999999999997 1.71 0.42 1.7399999999999998 2.27 0.38 6.0600000000000005 28.74 4.19 1.0699999999999998 0.98 0.48 1.91 1.7399999999999998 1.1400000000000001 0.64
Raw
requirements.txt
numpy
pandas
plotnine
pathlib
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