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Direct

This page overviews how-to work with the irradiance direct sub-commands

To begin with, let's see the available subcommands by running

pvgis-prototype irradiance direct
 Usage: pvgis-prototype irradiance direct [OPTIONS] COMMAND [ARGS]...                                                                                           

 ⇣ Calculate the direct irradiance over a time series                                                                                                           

╭─ Options ────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╮
│ --help          Show this message and exit.                                                                                                                  │
╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
╭─ Solar irradiance time series ───────────────────────────────────────────────────────────────────────────────────────────────────────────────╮
│ normal                   Estimate the the clear-sky direct normal irradiance over a period of time                                           │
│ normal-from-horizontal   Calculate the overcast or estimate the clear-sky direct normal from the horizontal irradiance over a period of time │
│ horizontal               Estimate the the clear-sky direct horizontal irradiance over a period of time                                       │
│ inclined                 Calculate the overcast or estimate the clear-sky direct inclined irradiance over a period of time                   │
╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯

Direct inclined

Let's calculate the direct inclined irradiance over the location at (longitude, latitude, elevation) = 8.627626 45.812233 200

pvgis-prototype irradiance direct inclined \
    8.627626 45.812233 200 \
    --start-time '2020-01-01' \
    --end-time '2020-01-02' \
    -r2 \
    -aou degrees \
    -vvv
                                                                   Direct Inclined Irradiance                                                                   

                        Direct                      Direct                      Direct                                                                          
                        Inclined ⇣    Linke         Reflectivi…   Direct ⇣ ∡    Horizontal    Unrefracted   Refracted                  Incidence                
  Time                  ∡             Turbidity ⋅   ⋅⭜ ⇣∡         ☉             ⇣ ⭳           ⦧             alt. ⦧ ⦩      Altitude ⦩   ⭸            In-shade 🮞  
 ────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────── 
  2020-01-01 00:00:00   -0.0          2.0           0.0           0.0           0.0           True          -66.36        -66.36       0.0          True        
  2020-01-01 01:00:00   -0.0          2.0           0.0           0.0           0.0           True          -60.64        -60.64       0.0          True        
  2020-01-01 02:00:00   -0.0          2.0           0.0           0.0           0.0           True          -51.89        -51.89       0.0          True        
  2020-01-01 03:00:00   -0.0          2.0           0.0           0.0           0.0           True          -41.88        -41.88       0.0          True        
  2020-01-01 04:00:00   -0.0          2.0           0.0           0.0           0.0           True          -31.46        -31.46       0.0          True        
  2020-01-01 05:00:00   -0.0          2.0           0.0           0.0           0.0           True          -21.09        -21.09       0.0          True        
  2020-01-01 06:00:00   -0.0          2.0           0.0           0.0           0.0           True          -11.08        -11.08       0.0          True        
  2020-01-01 07:00:00   -0.0          2.0           0.0           0.0           0.0           True          -1.61         -1.61        0.0          True        
  2020-01-01 08:00:00   320.61        2.0           0.97          329.85        67.61         True          6.62          6.62         0.6          False       
  2020-01-01 09:00:00   565.16        2.0           0.99          571.2         181.41        True          13.4          13.4         0.82         False       
  2020-01-01 10:00:00   731.79        2.0           0.99          736.05        272.68        True          18.31         18.31        1.01         False       
  2020-01-01 11:00:00   815.99        2.0           1.0           819.61        321.42        True          20.87         20.87        1.14         False       
  2020-01-01 12:00:00   813.65        2.0           1.0           817.29        320.05        True          20.8          20.8         1.14         False       
  2020-01-01 13:00:00   725.01        2.0           0.99          729.32        268.84        True          18.11         18.11        1.0          False       
  2020-01-01 14:00:00   554.26        2.0           0.99          560.44        175.78        True          13.09         13.09        0.81         False       
  2020-01-01 15:00:00   305.91        2.0           0.97          315.29        61.93         True          6.24          6.24         0.59         False       
  2020-01-01 16:00:00   -0.0          2.0           0.0           0.0           0.0           True          -2.1          -2.1         0.0          True        
  2020-01-01 17:00:00   -0.0          2.0           0.0           0.0           0.0           True          -11.58        -11.58       0.0          True        
  2020-01-01 18:00:00   -0.0          2.0           0.0           0.0           0.0           True          -21.61        -21.61       0.0          True        
  2020-01-01 19:00:00   -0.0          2.0           0.0           0.0           0.0           True          -31.99        -31.99       0.0          True        
  2020-01-01 20:00:00   -0.0          2.0           0.0           0.0           0.0           True          -42.39        -42.39       0.0          True        
  2020-01-01 21:00:00   -0.0          2.0           0.0           0.0           0.0           True          -52.36        -52.36       0.0          True        
  2020-01-01 22:00:00   -0.0          2.0           0.0           0.0           0.0           True          -61.0         -61.0        0.0          True        
  2020-01-01 23:00:00   -0.0          2.0           0.0           0.0           0.0           True          -66.48        -66.48       0.0          True        
  2020-01-02 00:00:00   -0.0          2.0           0.0           0.0           0.0           True          -66.33        -66.33       0.0          True        

  ⅀ / μ                                             0.31600192    4879.04       1669.72                                                                         

╭─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╮
│ Location  Longitude ϑ, Latitude ϕ = 8.63, 45.81, Elevation: 200.0 m                                                 │
│ Position  Surface Orientation ↻: 180.0, Surface Tilt ⦥: 45.0   Angular units degrees                                │
│ Definitions  Incidence angle: Sun-Vector-to-Surface-Plane,                                                          │
│ Algorithms  Timing : NOAA, Positioning : NOAA, Adjusted for refraction : True, Incidence : Iqbal, Shading : PVGIS,  │
│ Radiation model ⸾ : Hofierka 2002, Irradiance units W/m²                                                            │
│ Constants Solar constant : 1367.0                                                                                   │
╰───────────────────────────────────────────────────────────────────────────────────────────────────────── Reference ─╯
╭───────────────────────────────────────────────────────╮                                                              
│  ⸾  Irradiance    ⏲  Timing       🮞  Shading          │                                                              
│  -  Loss          ⦩  Altitude     ⋅  Factor           │                                                              
│  ∡  Inclined      ⯐  Positioning  ⅀  N-ary Summation  │                                                              
│  ⇣  Direct        ↻  Orientation  μ  Mean             │                                                              
│  ⭜  Reflectivity  ⦥  Tilt                             │                                                              
│  ⭳  Horizontal    ⭸  Incidence                        │                                                              
╰────────────────────────────────────────────── Legend ─╯                                                              

Direct horizontal

Let's calculate the direct horizontal irradiance over the location at (longitude, latitude, elevation) = 8.627626 45.812233 200

pvgis-prototype irradiance direct horizontal \
    8.627626 45.812233 200 \
    --start-time '2020-01-01' \
    --end-time '2020-01-02' \
    -r2 \
    -aou degrees \
    -vvv
                     Direct Horizontal Irradiance horizontal irradiance series W/m²                      

  Time                  In-shade 🮞   Altitude ⦩   Refracted alt. ⦧ ⦩   Direct Horizontal ⇣ ⭳   Air Mass  
 ─────────────────────────────────────────────────────────────────────────────────────────────────────── 
  2020-01-01 00:00:00   True         -1.16        -66.36               0.0                     0.0       
  2020-01-01 01:00:00   True         -1.06        -60.64               0.0                     0.0       
  2020-01-01 02:00:00   True         -0.91        -51.89               0.0                     0.0       
  2020-01-01 03:00:00   True         -0.73        -41.88               0.0                     0.0       
  2020-01-01 04:00:00   True         -0.55        -31.46               0.0                     0.0       
  2020-01-01 05:00:00   True         -0.37        -21.09               0.0                     0.0       
  2020-01-01 06:00:00   True         -0.19        -11.08               0.0                     0.0       
  2020-01-01 07:00:00   True         -0.03        -1.61                0.0                     62.87     
  2020-01-01 08:00:00   False        0.12         6.62                 67.61                   7.92      
  2020-01-01 09:00:00   False        0.23         13.4                 181.41                  4.14      
  2020-01-01 10:00:00   False        0.32         18.31                272.68                  3.08      
  2020-01-01 11:00:00   False        0.36         20.87                321.42                  2.72      
  2020-01-01 12:00:00   False        0.36         20.8                 320.05                  2.73      
  2020-01-01 13:00:00   False        0.32         18.11                268.84                  3.11      
  2020-01-01 14:00:00   False        0.23         13.09                175.78                  4.24      
  2020-01-01 15:00:00   False        0.11         6.24                 61.93                   8.35      
  2020-01-01 16:00:00   True         -0.04        -2.1                 0.0                     60.59     
  2020-01-01 17:00:00   True         -0.2         -11.58               0.0                     0.0       
  2020-01-01 18:00:00   True         -0.38        -21.61               0.0                     0.0       
  2020-01-01 19:00:00   True         -0.56        -31.99               0.0                     0.0       
  2020-01-01 20:00:00   True         -0.74        -42.39               0.0                     0.0       
  2020-01-01 21:00:00   True         -0.91        -52.36               0.0                     0.0       
  2020-01-01 22:00:00   True         -1.06        -61.0                0.0                     0.0       
  2020-01-01 23:00:00   True         -1.16        -66.48               0.0                     0.0       
  2020-01-02 00:00:00   True         -1.16        -66.33               0.0                     0.0       

  ⅀ / μ                                                                1669.72                           

╭─────────────────────────────────────────────────────────────────────────────────────────────╮ ╭─────────────────────────────────────────────────────╮
│ Location  Longitude ϑ, Latitude ϕ = 8.63, 45.81, Elevation: 200.0 m  Angular units Unitless │ │  ⸾  Irradiance  ⏲  Timing       ⅀  N-ary Summation  │
│ Algorithms  Shading : PVGIS,                                                                │ │  -  Loss        ⦩  Altitude     μ  Mean             │
│ Radiation model ⸾ : Hofierka 2002, Irradiance units W/m²                                    │ │  ⇣  Direct      ⯐  Positioning                      │
│ Constants Solar constant : 1367.0                                                           │ │  ⭳  Horizontal  🮞  Shading                          │
╰───────────────────────────────────────────────────────────────────────────────── Reference ─╯ ╰──────────────────────────────────────────── Legend ─╯

We can repeat the same simulation disabling this time the atmospheric refraction function via the --no-apply-atmospheric-refraction option

Usage: pvgis-prototype irradiance direct horizontal [OPTIONS] LONGITUDE
                                                    LATITUDE ELEVATION
                                                    [TIMESTAMPS]
Try 'pvgis-prototype irradiance direct horizontal --help' for help.
╭─ Error ───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╮
 No such option: --no-apply-atmospheric-refraction (Possible options: --adjust-for-atmospheric-refraction, --no-adjust-for-atmospheric-refraction) ╰───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯

Notice the differences ? Refraction has an impact on the apparent position of the sun in the sky. Especially at low sun altitude angles.

Atmospheric refraction

We can get some information about the effects of atmospheric refraction by using the manual info command

pvgis-prototype manual info Refraction
  Field                  Value                                                                    
 ──────────────────────────────────────────────────────────────────────────────────────────────── 
  Lemma                  Refraction                                                               
  Lemma name in Python   apply_atmospheric_refraction                                             
  Symbol                                                                                          
  Description            In the context of solar position, the basic calculation of               
                         the solar declination angle and successively the solar zenith and        
                         elevation angles, do not include the effects of atmospheric refraction.  
                         Atmospheric refraction causes the apparent angle of elevation of the     
                         Sun, as seen by an observer, to be higher than                           
                         the actual angle of elevation, especially at low Sun elevations.         
                         For example, when the Sun is at an elevation of                          
                         10°, it appears to be at 10.1°.                                          
  Units                                                                                           
  Tags                   atmosphere, refraction                                                   

Direct normal

Let's calculate the hourly direct normal irradiance time series at (longitude, latitude, elevation) = 8.627626 45.812233 200 over the course of a year. An hourly time series for a year is quite long to print out in the terminal. We can --quiet the output and --uniplot** it instead.

pvgis-prototype irradiance direct normal \
    --start-time '2020-01-01' \
    --end-time '2021-01-01' \
    --quiet \
    --uniplot
Uniplot
                                                                Normal Irradiance
┌────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
│▀▀▀▀▀▀▜▄▄▄▄                                                                                                                           ▗▄▄▄▟▀▀▀▀▀│
│          ▝▀▀▀▙▄▖                                                                                                                ▗▄▟▀▀▀         │ 980 W/m²
│                ▀▀▙▄▖                                                                                                        ▄▄▛▀▀              │
│                    ▀▀▙▄                                                                                                  ▄▟▀▘                  │
│                       ▝▀▙▄                                                                                           ▗▄▛▀▘                     │
│                           ▀▜▄▖                                                                                    ▗▄▛▀                         │
│                              ▀▜▄                                                                                ▄▛▀                            │ 960 W/m²
│                                ▝▀▙▄                                                                         ▗▄▟▀▘                              │
│                                   ▝▀▙▖                                                                    ▄▟▀                                  │
│                                      ▀▜▄▖                                                              ▄▄▛▘                                    │
│                                         ▀▜▄▖                                                        ▗▄▛▘                                       │
│                                            ▀▜▄                                                   ▗▄▛▀                                          │ 940 W/m²
│                                              ▝▀▜▄▖                                            ▄▄▛▀                                             │
│                                                  ▀▀▙▄                                     ▗▄▟▀▘                                                │
│                                                     ▝▀▜▄▄                              ▄▟▀▀                                                    │
│                                                         ▝▀▀▙▄▄▖                  ▗▄▄▟▀▀▘                                                       │
│                                                               ▀▀▀▀▙▄▄▄▄▄▄▄▄▄▄▛▀▀▀▀                                                             │
└────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
2020-01   2020-02    2020-03     2020-04     2020-05     2020-06     2020-07     2020-08     2020-09     2020-10     2020-11     2020-12     2021-01
                                                    ██ ⇣ ⦜ Simulated Direct Normal Irradiance
Still want to see some hourly figures ?
pvgis-prototype irradiance direct normal \
    --start-time '2020-01-01' \
    --end-time '2020-02-01' \
    -r2 \
    -vvv
                                       Normal Irradiance normal irradiance series W/m²                                        

  Time                  Normal ⇣ ⦜   Extra Normal ⍖ ⦜   Linke Turbidity ′   Linke Turbidity ⋅   Optical Thickness   Air Mass  
 ──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────── 
  2020-01-01 00:00:00   983.93       1406.28            -1.73               2.0                 0.1                 2         
  2020-01-01 01:00:00   983.93       1406.28            -1.73               2.0                 0.1                 2         
  2020-01-01 02:00:00   983.93       1406.28            -1.73               2.0                 0.1                 2         
  2020-01-01 03:00:00   983.93       1406.28            -1.73               2.0                 0.1                 2         
  2020-01-01 04:00:00   983.93       1406.28            -1.73               2.0                 0.1                 2         
  2020-01-01 05:00:00   983.93       1406.28            -1.73               2.0                 0.1                 2         
  2020-01-01 06:00:00   983.93       1406.28            -1.73               2.0                 0.1                 2         
  2020-01-01 07:00:00   983.93       1406.28            -1.73               2.0                 0.1                 2         
  2020-01-01 08:00:00   983.93       1406.28            -1.73               2.0                 0.1                 2         
  2020-01-01 09:00:00   983.93       1406.28            -1.73               2.0                 0.1                 2         
  2020-01-01 10:00:00   983.93       1406.28            -1.73               2.0                 0.1                 2         
  2020-01-01 11:00:00   983.93       1406.28            -1.73               2.0                 0.1                 2         
  2020-01-01 12:00:00   983.93       1406.28            -1.73               2.0                 0.1                 2         
  2020-01-01 13:00:00   983.93       1406.28            -1.73               2.0                 0.1                 2         
  2020-01-01 14:00:00   983.93       1406.28            -1.73               2.0                 0.1                 2         
  2020-01-01 15:00:00   983.93       1406.28            -1.73               2.0                 0.1                 2         
  2020-01-01 16:00:00   983.93       1406.28            -1.73               2.0                 0.1                 2         
  2020-01-01 17:00:00   983.93       1406.28            -1.73               2.0                 0.1                 2         
  2020-01-01 18:00:00   983.93       1406.28            -1.73               2.0                 0.1                 2         
  2020-01-01 19:00:00   983.93       1406.28            -1.73               2.0                 0.1                 2         
  2020-01-01 20:00:00   983.93       1406.28            -1.73               2.0                 0.1                 2         
  2020-01-01 21:00:00   983.93       1406.28            -1.73               2.0                 0.1                 2         
  2020-01-01 22:00:00   983.93       1406.28            -1.73               2.0                 0.1                 2         
  2020-01-01 23:00:00   983.93       1406.28            -1.73               2.0                 0.1                 2         
  2020-01-02 00:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-02 01:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-02 02:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-02 03:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-02 04:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-02 05:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-02 06:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-02 07:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-02 08:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-02 09:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-02 10:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-02 11:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-02 12:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-02 13:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-02 14:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-02 15:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-02 16:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-02 17:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-02 18:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-02 19:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-02 20:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-02 21:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-02 22:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-02 23:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-03 00:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-03 01:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-03 02:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-03 03:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-03 04:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-03 05:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-03 06:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-03 07:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-03 08:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-03 09:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-03 10:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-03 11:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-03 12:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-03 13:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-03 14:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-03 15:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-03 16:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-03 17:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-03 18:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-03 19:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-03 20:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-03 21:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-03 22:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-03 23:00:00   983.95       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-04 00:00:00   983.94       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-04 01:00:00   983.94       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-04 02:00:00   983.94       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-04 03:00:00   983.94       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-04 04:00:00   983.94       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-04 05:00:00   983.94       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-04 06:00:00   983.94       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-04 07:00:00   983.94       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-04 08:00:00   983.94       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-04 09:00:00   983.94       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-04 10:00:00   983.94       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-04 11:00:00   983.94       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-04 12:00:00   983.94       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-04 13:00:00   983.94       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-04 14:00:00   983.94       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-04 15:00:00   983.94       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-04 16:00:00   983.94       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-04 17:00:00   983.94       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-04 18:00:00   983.94       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-04 19:00:00   983.94       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-04 20:00:00   983.94       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-04 21:00:00   983.94       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-04 22:00:00   983.94       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-04 23:00:00   983.94       1406.3             -1.73               2.0                 0.1                 2         
  2020-01-05 00:00:00   983.93       1406.27            -1.73               2.0                 0.1                 2         
  2020-01-05 01:00:00   983.93       1406.27            -1.73               2.0                 0.1                 2         
  2020-01-05 02:00:00   983.93       1406.27            -1.73               2.0                 0.1                 2         
  2020-01-05 03:00:00   983.93       1406.27            -1.73               2.0                 0.1                 2         
  2020-01-05 04:00:00   983.93       1406.27            -1.73               2.0                 0.1                 2         
  2020-01-05 05:00:00   983.93       1406.27            -1.73               2.0                 0.1                 2         
  2020-01-05 06:00:00   983.93       1406.27            -1.73               2.0                 0.1                 2         
  2020-01-05 07:00:00   983.93       1406.27            -1.73               2.0                 0.1                 2         
  2020-01-05 08:00:00   983.93       1406.27            -1.73               2.0                 0.1                 2         
  2020-01-05 09:00:00   983.93       1406.27            -1.73               2.0                 0.1                 2         
  2020-01-05 10:00:00   983.93       1406.27            -1.73               2.0                 0.1                 2         
  2020-01-05 11:00:00   983.93       1406.27            -1.73               2.0                 0.1                 2         
  2020-01-05 12:00:00   983.93       1406.27            -1.73               2.0                 0.1                 2         
  2020-01-05 13:00:00   983.93       1406.27            -1.73               2.0                 0.1                 2         
  2020-01-05 14:00:00   983.93       1406.27            -1.73               2.0                 0.1                 2         
  2020-01-05 15:00:00   983.93       1406.27            -1.73               2.0                 0.1                 2         
  2020-01-05 16:00:00   983.93       1406.27            -1.73               2.0                 0.1                 2         
  2020-01-05 17:00:00   983.93       1406.27            -1.73               2.0                 0.1                 2         
  2020-01-05 18:00:00   983.93       1406.27            -1.73               2.0                 0.1                 2         
  2020-01-05 19:00:00   983.93       1406.27            -1.73               2.0                 0.1                 2         
  2020-01-05 20:00:00   983.93       1406.27            -1.73               2.0                 0.1                 2         
  2020-01-05 21:00:00   983.93       1406.27            -1.73               2.0                 0.1                 2         
  2020-01-05 22:00:00   983.93       1406.27            -1.73               2.0                 0.1                 2         
  2020-01-05 23:00:00   983.93       1406.27            -1.73               2.0                 0.1                 2         
  2020-01-06 00:00:00   983.9        1406.24            -1.73               2.0                 0.1                 2         
  2020-01-06 01:00:00   983.9        1406.24            -1.73               2.0                 0.1                 2         
  2020-01-06 02:00:00   983.9        1406.24            -1.73               2.0                 0.1                 2         
  2020-01-06 03:00:00   983.9        1406.24            -1.73               2.0                 0.1                 2         
  2020-01-06 04:00:00   983.9        1406.24            -1.73               2.0                 0.1                 2         
  2020-01-06 05:00:00   983.9        1406.24            -1.73               2.0                 0.1                 2         
  2020-01-06 06:00:00   983.9        1406.24            -1.73               2.0                 0.1                 2         
  2020-01-06 07:00:00   983.9        1406.24            -1.73               2.0                 0.1                 2         
  2020-01-06 08:00:00   983.9        1406.24            -1.73               2.0                 0.1                 2         
  2020-01-06 09:00:00   983.9        1406.24            -1.73               2.0                 0.1                 2         
  2020-01-06 10:00:00   983.9        1406.24            -1.73               2.0                 0.1                 2         
  2020-01-06 11:00:00   983.9        1406.24            -1.73               2.0                 0.1                 2         
  2020-01-06 12:00:00   983.9        1406.24            -1.73               2.0                 0.1                 2         
  2020-01-06 13:00:00   983.9        1406.24            -1.73               2.0                 0.1                 2         
  2020-01-06 14:00:00   983.9        1406.24            -1.73               2.0                 0.1                 2         
  2020-01-06 15:00:00   983.9        1406.24            -1.73               2.0                 0.1                 2         
  2020-01-06 16:00:00   983.9        1406.24            -1.73               2.0                 0.1                 2         
  2020-01-06 17:00:00   983.9        1406.24            -1.73               2.0                 0.1                 2         
  2020-01-06 18:00:00   983.9        1406.24            -1.73               2.0                 0.1                 2         
  2020-01-06 19:00:00   983.9        1406.24            -1.73               2.0                 0.1                 2         
  2020-01-06 20:00:00   983.9        1406.24            -1.73               2.0                 0.1                 2         
  2020-01-06 21:00:00   983.9        1406.24            -1.73               2.0                 0.1                 2         
  2020-01-06 22:00:00   983.9        1406.24            -1.73               2.0                 0.1                 2         
  2020-01-06 23:00:00   983.9        1406.24            -1.73               2.0                 0.1                 2         
  2020-01-07 00:00:00   983.87       1406.19            -1.73               2.0                 0.1                 2         
  2020-01-07 01:00:00   983.87       1406.19            -1.73               2.0                 0.1                 2         
  2020-01-07 02:00:00   983.87       1406.19            -1.73               2.0                 0.1                 2         
  2020-01-07 03:00:00   983.87       1406.19            -1.73               2.0                 0.1                 2         
  2020-01-07 04:00:00   983.87       1406.19            -1.73               2.0                 0.1                 2         
  2020-01-07 05:00:00   983.87       1406.19            -1.73               2.0                 0.1                 2         
  2020-01-07 06:00:00   983.87       1406.19            -1.73               2.0                 0.1                 2         
  2020-01-07 07:00:00   983.87       1406.19            -1.73               2.0                 0.1                 2         
  2020-01-07 08:00:00   983.87       1406.19            -1.73               2.0                 0.1                 2         
  2020-01-07 09:00:00   983.87       1406.19            -1.73               2.0                 0.1                 2         
  2020-01-07 10:00:00   983.87       1406.19            -1.73               2.0                 0.1                 2         
  2020-01-07 11:00:00   983.87       1406.19            -1.73               2.0                 0.1                 2         
  2020-01-07 12:00:00   983.87       1406.19            -1.73               2.0                 0.1                 2         
  2020-01-07 13:00:00   983.87       1406.19            -1.73               2.0                 0.1                 2         
  2020-01-07 14:00:00   983.87       1406.19            -1.73               2.0                 0.1                 2         
  2020-01-07 15:00:00   983.87       1406.19            -1.73               2.0                 0.1                 2         
  2020-01-07 16:00:00   983.87       1406.19            -1.73               2.0                 0.1                 2         
  2020-01-07 17:00:00   983.87       1406.19            -1.73               2.0                 0.1                 2         
  2020-01-07 18:00:00   983.87       1406.19            -1.73               2.0                 0.1                 2         
  2020-01-07 19:00:00   983.87       1406.19            -1.73               2.0                 0.1                 2         
  2020-01-07 20:00:00   983.87       1406.19            -1.73               2.0                 0.1                 2         
  2020-01-07 21:00:00   983.87       1406.19            -1.73               2.0                 0.1                 2         
  2020-01-07 22:00:00   983.87       1406.19            -1.73               2.0                 0.1                 2         
  2020-01-07 23:00:00   983.87       1406.19            -1.73               2.0                 0.1                 2         
  2020-01-08 00:00:00   983.82       1406.13            -1.73               2.0                 0.1                 2         
  2020-01-08 01:00:00   983.82       1406.13            -1.73               2.0                 0.1                 2         
  2020-01-08 02:00:00   983.82       1406.13            -1.73               2.0                 0.1                 2         
  2020-01-08 03:00:00   983.82       1406.13            -1.73               2.0                 0.1                 2         
  2020-01-08 04:00:00   983.82       1406.13            -1.73               2.0                 0.1                 2         
  2020-01-08 05:00:00   983.82       1406.13            -1.73               2.0                 0.1                 2         
  2020-01-08 06:00:00   983.82       1406.13            -1.73               2.0                 0.1                 2         
  2020-01-08 07:00:00   983.82       1406.13            -1.73               2.0                 0.1                 2         
  2020-01-08 08:00:00   983.82       1406.13            -1.73               2.0                 0.1                 2         
  2020-01-08 09:00:00   983.82       1406.13            -1.73               2.0                 0.1                 2         
  2020-01-08 10:00:00   983.82       1406.13            -1.73               2.0                 0.1                 2         
  2020-01-08 11:00:00   983.82       1406.13            -1.73               2.0                 0.1                 2         
  2020-01-08 12:00:00   983.82       1406.13            -1.73               2.0                 0.1                 2         
  2020-01-08 13:00:00   983.82       1406.13            -1.73               2.0                 0.1                 2         
  2020-01-08 14:00:00   983.82       1406.13            -1.73               2.0                 0.1                 2         
  2020-01-08 15:00:00   983.82       1406.13            -1.73               2.0                 0.1                 2         
  2020-01-08 16:00:00   983.82       1406.13            -1.73               2.0                 0.1                 2         
  2020-01-08 17:00:00   983.82       1406.13            -1.73               2.0                 0.1                 2         
  2020-01-08 18:00:00   983.82       1406.13            -1.73               2.0                 0.1                 2         
  2020-01-08 19:00:00   983.82       1406.13            -1.73               2.0                 0.1                 2         
  2020-01-08 20:00:00   983.82       1406.13            -1.73               2.0                 0.1                 2         
  2020-01-08 21:00:00   983.82       1406.13            -1.73               2.0                 0.1                 2         
  2020-01-08 22:00:00   983.82       1406.13            -1.73               2.0                 0.1                 2         
  2020-01-08 23:00:00   983.82       1406.13            -1.73               2.0                 0.1                 2         
  2020-01-09 00:00:00   983.77       1406.05            -1.73               2.0                 0.1                 2         
  2020-01-09 01:00:00   983.77       1406.05            -1.73               2.0                 0.1                 2         
  2020-01-09 02:00:00   983.77       1406.05            -1.73               2.0                 0.1                 2         
  2020-01-09 03:00:00   983.77       1406.05            -1.73               2.0                 0.1                 2         
  2020-01-09 04:00:00   983.77       1406.05            -1.73               2.0                 0.1                 2         
  2020-01-09 05:00:00   983.77       1406.05            -1.73               2.0                 0.1                 2         
  2020-01-09 06:00:00   983.77       1406.05            -1.73               2.0                 0.1                 2         
  2020-01-09 07:00:00   983.77       1406.05            -1.73               2.0                 0.1                 2         
  2020-01-09 08:00:00   983.77       1406.05            -1.73               2.0                 0.1                 2         
  2020-01-09 09:00:00   983.77       1406.05            -1.73               2.0                 0.1                 2         
  2020-01-09 10:00:00   983.77       1406.05            -1.73               2.0                 0.1                 2         
  2020-01-09 11:00:00   983.77       1406.05            -1.73               2.0                 0.1                 2         
  2020-01-09 12:00:00   983.77       1406.05            -1.73               2.0                 0.1                 2         
  2020-01-09 13:00:00   983.77       1406.05            -1.73               2.0                 0.1                 2         
  2020-01-09 14:00:00   983.77       1406.05            -1.73               2.0                 0.1                 2         
  2020-01-09 15:00:00   983.77       1406.05            -1.73               2.0                 0.1                 2         
  2020-01-09 16:00:00   983.77       1406.05            -1.73               2.0                 0.1                 2         
  2020-01-09 17:00:00   983.77       1406.05            -1.73               2.0                 0.1                 2         
  2020-01-09 18:00:00   983.77       1406.05            -1.73               2.0                 0.1                 2         
  2020-01-09 19:00:00   983.77       1406.05            -1.73               2.0                 0.1                 2         
  2020-01-09 20:00:00   983.77       1406.05            -1.73               2.0                 0.1                 2         
  2020-01-09 21:00:00   983.77       1406.05            -1.73               2.0                 0.1                 2         
  2020-01-09 22:00:00   983.77       1406.05            -1.73               2.0                 0.1                 2         
  2020-01-09 23:00:00   983.77       1406.05            -1.73               2.0                 0.1                 2         
  2020-01-10 00:00:00   983.71       1405.96            -1.73               2.0                 0.1                 2         
  2020-01-10 01:00:00   983.71       1405.96            -1.73               2.0                 0.1                 2         
  2020-01-10 02:00:00   983.71       1405.96            -1.73               2.0                 0.1                 2         
  2020-01-10 03:00:00   983.71       1405.96            -1.73               2.0                 0.1                 2         
  2020-01-10 04:00:00   983.71       1405.96            -1.73               2.0                 0.1                 2         
  2020-01-10 05:00:00   983.71       1405.96            -1.73               2.0                 0.1                 2         
  2020-01-10 06:00:00   983.71       1405.96            -1.73               2.0                 0.1                 2         
  2020-01-10 07:00:00   983.71       1405.96            -1.73               2.0                 0.1                 2         
  2020-01-10 08:00:00   983.71       1405.96            -1.73               2.0                 0.1                 2         
  2020-01-10 09:00:00   983.71       1405.96            -1.73               2.0                 0.1                 2         
  2020-01-10 10:00:00   983.71       1405.96            -1.73               2.0                 0.1                 2         
  2020-01-10 11:00:00   983.71       1405.96            -1.73               2.0                 0.1                 2         
  2020-01-10 12:00:00   983.71       1405.96            -1.73               2.0                 0.1                 2         
  2020-01-10 13:00:00   983.71       1405.96            -1.73               2.0                 0.1                 2         
  2020-01-10 14:00:00   983.71       1405.96            -1.73               2.0                 0.1                 2         
  2020-01-10 15:00:00   983.71       1405.96            -1.73               2.0                 0.1                 2         
  2020-01-10 16:00:00   983.71       1405.96            -1.73               2.0                 0.1                 2         
  2020-01-10 17:00:00   983.71       1405.96            -1.73               2.0                 0.1                 2         
  2020-01-10 18:00:00   983.71       1405.96            -1.73               2.0                 0.1                 2         
  2020-01-10 19:00:00   983.71       1405.96            -1.73               2.0                 0.1                 2         
  2020-01-10 20:00:00   983.71       1405.96            -1.73               2.0                 0.1                 2         
  2020-01-10 21:00:00   983.71       1405.96            -1.73               2.0                 0.1                 2         
  2020-01-10 22:00:00   983.71       1405.96            -1.73               2.0                 0.1                 2         
  2020-01-10 23:00:00   983.71       1405.96            -1.73               2.0                 0.1                 2         
  2020-01-11 00:00:00   983.64       1405.86            -1.73               2.0                 0.1                 2         
  2020-01-11 01:00:00   983.64       1405.86            -1.73               2.0                 0.1                 2         
  2020-01-11 02:00:00   983.64       1405.86            -1.73               2.0                 0.1                 2         
  2020-01-11 03:00:00   983.64       1405.86            -1.73               2.0                 0.1                 2         
  2020-01-11 04:00:00   983.64       1405.86            -1.73               2.0                 0.1                 2         
  2020-01-11 05:00:00   983.64       1405.86            -1.73               2.0                 0.1                 2         
  2020-01-11 06:00:00   983.64       1405.86            -1.73               2.0                 0.1                 2         
  2020-01-11 07:00:00   983.64       1405.86            -1.73               2.0                 0.1                 2         
  2020-01-11 08:00:00   983.64       1405.86            -1.73               2.0                 0.1                 2         
  2020-01-11 09:00:00   983.64       1405.86            -1.73               2.0                 0.1                 2         
  2020-01-11 10:00:00   983.64       1405.86            -1.73               2.0                 0.1                 2         
  2020-01-11 11:00:00   983.64       1405.86            -1.73               2.0                 0.1                 2         
  2020-01-11 12:00:00   983.64       1405.86            -1.73               2.0                 0.1                 2         
  2020-01-11 13:00:00   983.64       1405.86            -1.73               2.0                 0.1                 2         
  2020-01-11 14:00:00   983.64       1405.86            -1.73               2.0                 0.1                 2         
  2020-01-11 15:00:00   983.64       1405.86            -1.73               2.0                 0.1                 2         
  2020-01-11 16:00:00   983.64       1405.86            -1.73               2.0                 0.1                 2         
  2020-01-11 17:00:00   983.64       1405.86            -1.73               2.0                 0.1                 2         
  2020-01-11 18:00:00   983.64       1405.86            -1.73               2.0                 0.1                 2         
  2020-01-11 19:00:00   983.64       1405.86            -1.73               2.0                 0.1                 2         
  2020-01-11 20:00:00   983.64       1405.86            -1.73               2.0                 0.1                 2         
  2020-01-11 21:00:00   983.64       1405.86            -1.73               2.0                 0.1                 2         
  2020-01-11 22:00:00   983.64       1405.86            -1.73               2.0                 0.1                 2         
  2020-01-11 23:00:00   983.64       1405.86            -1.73               2.0                 0.1                 2         
  2020-01-12 00:00:00   983.56       1405.74            -1.73               2.0                 0.1                 2         
  2020-01-12 01:00:00   983.56       1405.74            -1.73               2.0                 0.1                 2         
  2020-01-12 02:00:00   983.56       1405.74            -1.73               2.0                 0.1                 2         
  2020-01-12 03:00:00   983.56       1405.74            -1.73               2.0                 0.1                 2         
  2020-01-12 04:00:00   983.56       1405.74            -1.73               2.0                 0.1                 2         
  2020-01-12 05:00:00   983.56       1405.74            -1.73               2.0                 0.1                 2         
  2020-01-12 06:00:00   983.56       1405.74            -1.73               2.0                 0.1                 2         
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  2020-01-12 08:00:00   983.56       1405.74            -1.73               2.0                 0.1                 2         
  2020-01-12 09:00:00   983.56       1405.74            -1.73               2.0                 0.1                 2         
  2020-01-12 10:00:00   983.56       1405.74            -1.73               2.0                 0.1                 2         
  2020-01-12 11:00:00   983.56       1405.74            -1.73               2.0                 0.1                 2         
  2020-01-12 12:00:00   983.56       1405.74            -1.73               2.0                 0.1                 2         
  2020-01-12 13:00:00   983.56       1405.74            -1.73               2.0                 0.1                 2         
  2020-01-12 14:00:00   983.56       1405.74            -1.73               2.0                 0.1                 2         
  2020-01-12 15:00:00   983.56       1405.74            -1.73               2.0                 0.1                 2         
  2020-01-12 16:00:00   983.56       1405.74            -1.73               2.0                 0.1                 2         
  2020-01-12 17:00:00   983.56       1405.74            -1.73               2.0                 0.1                 2         
  2020-01-12 18:00:00   983.56       1405.74            -1.73               2.0                 0.1                 2         
  2020-01-12 19:00:00   983.56       1405.74            -1.73               2.0                 0.1                 2         
  2020-01-12 20:00:00   983.56       1405.74            -1.73               2.0                 0.1                 2         
  2020-01-12 21:00:00   983.56       1405.74            -1.73               2.0                 0.1                 2         
  2020-01-12 22:00:00   983.56       1405.74            -1.73               2.0                 0.1                 2         
  2020-01-12 23:00:00   983.56       1405.74            -1.73               2.0                 0.1                 2         
  2020-01-13 00:00:00   983.47       1405.62            -1.73               2.0                 0.1                 2         
  2020-01-13 01:00:00   983.47       1405.62            -1.73               2.0                 0.1                 2         
  2020-01-13 02:00:00   983.47       1405.62            -1.73               2.0                 0.1                 2         
  2020-01-13 03:00:00   983.47       1405.62            -1.73               2.0                 0.1                 2         
  2020-01-13 04:00:00   983.47       1405.62            -1.73               2.0                 0.1                 2         
  2020-01-13 05:00:00   983.47       1405.62            -1.73               2.0                 0.1                 2         
  2020-01-13 06:00:00   983.47       1405.62            -1.73               2.0                 0.1                 2         
  2020-01-13 07:00:00   983.47       1405.62            -1.73               2.0                 0.1                 2         
  2020-01-13 08:00:00   983.47       1405.62            -1.73               2.0                 0.1                 2         
  2020-01-13 09:00:00   983.47       1405.62            -1.73               2.0                 0.1                 2         
  2020-01-13 10:00:00   983.47       1405.62            -1.73               2.0                 0.1                 2         
  2020-01-13 11:00:00   983.47       1405.62            -1.73               2.0                 0.1                 2         
  2020-01-13 12:00:00   983.47       1405.62            -1.73               2.0                 0.1                 2         
  2020-01-13 13:00:00   983.47       1405.62            -1.73               2.0                 0.1                 2         
  2020-01-13 14:00:00   983.47       1405.62            -1.73               2.0                 0.1                 2         
  2020-01-13 15:00:00   983.47       1405.62            -1.73               2.0                 0.1                 2         
  2020-01-13 16:00:00   983.47       1405.62            -1.73               2.0                 0.1                 2         
  2020-01-13 17:00:00   983.47       1405.62            -1.73               2.0                 0.1                 2         
  2020-01-13 18:00:00   983.47       1405.62            -1.73               2.0                 0.1                 2         
  2020-01-13 19:00:00   983.47       1405.62            -1.73               2.0                 0.1                 2         
  2020-01-13 20:00:00   983.47       1405.62            -1.73               2.0                 0.1                 2         
  2020-01-13 21:00:00   983.47       1405.62            -1.73               2.0                 0.1                 2         
  2020-01-13 22:00:00   983.47       1405.62            -1.73               2.0                 0.1                 2         
  2020-01-13 23:00:00   983.47       1405.62            -1.73               2.0                 0.1                 2         
  2020-01-14 00:00:00   983.37       1405.47            -1.73               2.0                 0.1                 2         
  2020-01-14 01:00:00   983.37       1405.47            -1.73               2.0                 0.1                 2         
  2020-01-14 02:00:00   983.37       1405.47            -1.73               2.0                 0.1                 2         
  2020-01-14 03:00:00   983.37       1405.47            -1.73               2.0                 0.1                 2         
  2020-01-14 04:00:00   983.37       1405.47            -1.73               2.0                 0.1                 2         
  2020-01-14 05:00:00   983.37       1405.47            -1.73               2.0                 0.1                 2         
  2020-01-14 06:00:00   983.37       1405.47            -1.73               2.0                 0.1                 2         
  2020-01-14 07:00:00   983.37       1405.47            -1.73               2.0                 0.1                 2         
  2020-01-14 08:00:00   983.37       1405.47            -1.73               2.0                 0.1                 2         
  2020-01-14 09:00:00   983.37       1405.47            -1.73               2.0                 0.1                 2         
  2020-01-14 10:00:00   983.37       1405.47            -1.73               2.0                 0.1                 2         
  2020-01-14 11:00:00   983.37       1405.47            -1.73               2.0                 0.1                 2         
  2020-01-14 12:00:00   983.37       1405.47            -1.73               2.0                 0.1                 2         
  2020-01-14 13:00:00   983.37       1405.47            -1.73               2.0                 0.1                 2         
  2020-01-14 14:00:00   983.37       1405.47            -1.73               2.0                 0.1                 2         
  2020-01-14 15:00:00   983.37       1405.47            -1.73               2.0                 0.1                 2         
  2020-01-14 16:00:00   983.37       1405.47            -1.73               2.0                 0.1                 2         
  2020-01-14 17:00:00   983.37       1405.47            -1.73               2.0                 0.1                 2         
  2020-01-14 18:00:00   983.37       1405.47            -1.73               2.0                 0.1                 2         
  2020-01-14 19:00:00   983.37       1405.47            -1.73               2.0                 0.1                 2         
  2020-01-14 20:00:00   983.37       1405.47            -1.73               2.0                 0.1                 2         
  2020-01-14 21:00:00   983.37       1405.47            -1.73               2.0                 0.1                 2         
  2020-01-14 22:00:00   983.37       1405.47            -1.73               2.0                 0.1                 2         
  2020-01-14 23:00:00   983.37       1405.47            -1.73               2.0                 0.1                 2         
  2020-01-15 00:00:00   983.26       1405.32            -1.73               2.0                 0.1                 2         
  2020-01-15 01:00:00   983.26       1405.32            -1.73               2.0                 0.1                 2         
  2020-01-15 02:00:00   983.26       1405.32            -1.73               2.0                 0.1                 2         
  2020-01-15 03:00:00   983.26       1405.32            -1.73               2.0                 0.1                 2         
  2020-01-15 04:00:00   983.26       1405.32            -1.73               2.0                 0.1                 2         
  2020-01-15 05:00:00   983.26       1405.32            -1.73               2.0                 0.1                 2         
  2020-01-15 06:00:00   983.26       1405.32            -1.73               2.0                 0.1                 2         
  2020-01-15 07:00:00   983.26       1405.32            -1.73               2.0                 0.1                 2         
  2020-01-15 08:00:00   983.26       1405.32            -1.73               2.0                 0.1                 2         
  2020-01-15 09:00:00   983.26       1405.32            -1.73               2.0                 0.1                 2         
  2020-01-15 10:00:00   983.26       1405.32            -1.73               2.0                 0.1                 2         
  2020-01-15 11:00:00   983.26       1405.32            -1.73               2.0                 0.1                 2         
  2020-01-15 12:00:00   983.26       1405.32            -1.73               2.0                 0.1                 2         
  2020-01-15 13:00:00   983.26       1405.32            -1.73               2.0                 0.1                 2         
  2020-01-15 14:00:00   983.26       1405.32            -1.73               2.0                 0.1                 2         
  2020-01-15 15:00:00   983.26       1405.32            -1.73               2.0                 0.1                 2         
  2020-01-15 16:00:00   983.26       1405.32            -1.73               2.0                 0.1                 2         
  2020-01-15 17:00:00   983.26       1405.32            -1.73               2.0                 0.1                 2         
  2020-01-15 18:00:00   983.26       1405.32            -1.73               2.0                 0.1                 2         
  2020-01-15 19:00:00   983.26       1405.32            -1.73               2.0                 0.1                 2         
  2020-01-15 20:00:00   983.26       1405.32            -1.73               2.0                 0.1                 2         
  2020-01-15 21:00:00   983.26       1405.32            -1.73               2.0                 0.1                 2         
  2020-01-15 22:00:00   983.26       1405.32            -1.73               2.0                 0.1                 2         
  2020-01-15 23:00:00   983.26       1405.32            -1.73               2.0                 0.1                 2         
  2020-01-16 00:00:00   983.14       1405.15            -1.73               2.0                 0.1                 2         
  2020-01-16 01:00:00   983.14       1405.15            -1.73               2.0                 0.1                 2         
  2020-01-16 02:00:00   983.14       1405.15            -1.73               2.0                 0.1                 2         
  2020-01-16 03:00:00   983.14       1405.15            -1.73               2.0                 0.1                 2         
  2020-01-16 04:00:00   983.14       1405.15            -1.73               2.0                 0.1                 2         
  2020-01-16 05:00:00   983.14       1405.15            -1.73               2.0                 0.1                 2         
  2020-01-16 06:00:00   983.14       1405.15            -1.73               2.0                 0.1                 2         
  2020-01-16 07:00:00   983.14       1405.15            -1.73               2.0                 0.1                 2         
  2020-01-16 08:00:00   983.14       1405.15            -1.73               2.0                 0.1                 2         
  2020-01-16 09:00:00   983.14       1405.15            -1.73               2.0                 0.1                 2         
  2020-01-16 10:00:00   983.14       1405.15            -1.73               2.0                 0.1                 2         
  2020-01-16 11:00:00   983.14       1405.15            -1.73               2.0                 0.1                 2         
  2020-01-16 12:00:00   983.14       1405.15            -1.73               2.0                 0.1                 2         
  2020-01-16 13:00:00   983.14       1405.15            -1.73               2.0                 0.1                 2         
  2020-01-16 14:00:00   983.14       1405.15            -1.73               2.0                 0.1                 2         
  2020-01-16 15:00:00   983.14       1405.15            -1.73               2.0                 0.1                 2         
  2020-01-16 16:00:00   983.14       1405.15            -1.73               2.0                 0.1                 2         
  2020-01-16 17:00:00   983.14       1405.15            -1.73               2.0                 0.1                 2         
  2020-01-16 18:00:00   983.14       1405.15            -1.73               2.0                 0.1                 2         
  2020-01-16 19:00:00   983.14       1405.15            -1.73               2.0                 0.1                 2         
  2020-01-16 20:00:00   983.14       1405.15            -1.73               2.0                 0.1                 2         
  2020-01-16 21:00:00   983.14       1405.15            -1.73               2.0                 0.1                 2         
  2020-01-16 22:00:00   983.14       1405.15            -1.73               2.0                 0.1                 2         
  2020-01-16 23:00:00   983.14       1405.15            -1.73               2.0                 0.1                 2         
  2020-01-17 00:00:00   983.01       1404.97            -1.73               2.0                 0.1                 2         
  2020-01-17 01:00:00   983.01       1404.97            -1.73               2.0                 0.1                 2         
  2020-01-17 02:00:00   983.01       1404.97            -1.73               2.0                 0.1                 2         
  2020-01-17 03:00:00   983.01       1404.97            -1.73               2.0                 0.1                 2         
  2020-01-17 04:00:00   983.01       1404.97            -1.73               2.0                 0.1                 2         
  2020-01-17 05:00:00   983.01       1404.97            -1.73               2.0                 0.1                 2         
  2020-01-17 06:00:00   983.01       1404.97            -1.73               2.0                 0.1                 2         
  2020-01-17 07:00:00   983.01       1404.97            -1.73               2.0                 0.1                 2         
  2020-01-17 08:00:00   983.01       1404.97            -1.73               2.0                 0.1                 2         
  2020-01-17 09:00:00   983.01       1404.97            -1.73               2.0                 0.1                 2         
  2020-01-17 10:00:00   983.01       1404.97            -1.73               2.0                 0.1                 2         
  2020-01-17 11:00:00   983.01       1404.97            -1.73               2.0                 0.1                 2         
  2020-01-17 12:00:00   983.01       1404.97            -1.73               2.0                 0.1                 2         
  2020-01-17 13:00:00   983.01       1404.97            -1.73               2.0                 0.1                 2         
  2020-01-17 14:00:00   983.01       1404.97            -1.73               2.0                 0.1                 2         
  2020-01-17 15:00:00   983.01       1404.97            -1.73               2.0                 0.1                 2         
  2020-01-17 16:00:00   983.01       1404.97            -1.73               2.0                 0.1                 2         
  2020-01-17 17:00:00   983.01       1404.97            -1.73               2.0                 0.1                 2         
  2020-01-17 18:00:00   983.01       1404.97            -1.73               2.0                 0.1                 2         
  2020-01-17 19:00:00   983.01       1404.97            -1.73               2.0                 0.1                 2         
  2020-01-17 20:00:00   983.01       1404.97            -1.73               2.0                 0.1                 2         
  2020-01-17 21:00:00   983.01       1404.97            -1.73               2.0                 0.1                 2         
  2020-01-17 22:00:00   983.01       1404.97            -1.73               2.0                 0.1                 2         
  2020-01-17 23:00:00   983.01       1404.97            -1.73               2.0                 0.1                 2         
  2020-01-18 00:00:00   982.88       1404.77            -1.73               2.0                 0.1                 2         
  2020-01-18 01:00:00   982.88       1404.77            -1.73               2.0                 0.1                 2         
  2020-01-18 02:00:00   982.88       1404.77            -1.73               2.0                 0.1                 2         
  2020-01-18 03:00:00   982.88       1404.77            -1.73               2.0                 0.1                 2         
  2020-01-18 04:00:00   982.88       1404.77            -1.73               2.0                 0.1                 2         
  2020-01-18 05:00:00   982.88       1404.77            -1.73               2.0                 0.1                 2         
  2020-01-18 06:00:00   982.88       1404.77            -1.73               2.0                 0.1                 2         
  2020-01-18 07:00:00   982.88       1404.77            -1.73               2.0                 0.1                 2         
  2020-01-18 08:00:00   982.88       1404.77            -1.73               2.0                 0.1                 2         
  2020-01-18 09:00:00   982.88       1404.77            -1.73               2.0                 0.1                 2         
  2020-01-18 10:00:00   982.88       1404.77            -1.73               2.0                 0.1                 2         
  2020-01-18 11:00:00   982.88       1404.77            -1.73               2.0                 0.1                 2         
  2020-01-18 12:00:00   982.88       1404.77            -1.73               2.0                 0.1                 2         
  2020-01-18 13:00:00   982.88       1404.77            -1.73               2.0                 0.1                 2         
  2020-01-18 14:00:00   982.88       1404.77            -1.73               2.0                 0.1                 2         
  2020-01-18 15:00:00   982.88       1404.77            -1.73               2.0                 0.1                 2         
  2020-01-18 16:00:00   982.88       1404.77            -1.73               2.0                 0.1                 2         
  2020-01-18 17:00:00   982.88       1404.77            -1.73               2.0                 0.1                 2         
  2020-01-18 18:00:00   982.88       1404.77            -1.73               2.0                 0.1                 2         
  2020-01-18 19:00:00   982.88       1404.77            -1.73               2.0                 0.1                 2         
  2020-01-18 20:00:00   982.88       1404.77            -1.73               2.0                 0.1                 2         
  2020-01-18 21:00:00   982.88       1404.77            -1.73               2.0                 0.1                 2         
  2020-01-18 22:00:00   982.88       1404.77            -1.73               2.0                 0.1                 2         
  2020-01-18 23:00:00   982.88       1404.77            -1.73               2.0                 0.1                 2         
  2020-01-19 00:00:00   982.73       1404.57            -1.73               2.0                 0.1                 2         
  2020-01-19 01:00:00   982.73       1404.57            -1.73               2.0                 0.1                 2         
  2020-01-19 02:00:00   982.73       1404.57            -1.73               2.0                 0.1                 2         
  2020-01-19 03:00:00   982.73       1404.57            -1.73               2.0                 0.1                 2         
  2020-01-19 04:00:00   982.73       1404.57            -1.73               2.0                 0.1                 2         
  2020-01-19 05:00:00   982.73       1404.57            -1.73               2.0                 0.1                 2         
  2020-01-19 06:00:00   982.73       1404.57            -1.73               2.0                 0.1                 2         
  2020-01-19 07:00:00   982.73       1404.57            -1.73               2.0                 0.1                 2         
  2020-01-19 08:00:00   982.73       1404.57            -1.73               2.0                 0.1                 2         
  2020-01-19 09:00:00   982.73       1404.57            -1.73               2.0                 0.1                 2         
  2020-01-19 10:00:00   982.73       1404.57            -1.73               2.0                 0.1                 2         
  2020-01-19 11:00:00   982.73       1404.57            -1.73               2.0                 0.1                 2         
  2020-01-19 12:00:00   982.73       1404.57            -1.73               2.0                 0.1                 2         
  2020-01-19 13:00:00   982.73       1404.57            -1.73               2.0                 0.1                 2         
  2020-01-19 14:00:00   982.73       1404.57            -1.73               2.0                 0.1                 2         
  2020-01-19 15:00:00   982.73       1404.57            -1.73               2.0                 0.1                 2         
  2020-01-19 16:00:00   982.73       1404.57            -1.73               2.0                 0.1                 2         
  2020-01-19 17:00:00   982.73       1404.57            -1.73               2.0                 0.1                 2         
  2020-01-19 18:00:00   982.73       1404.57            -1.73               2.0                 0.1                 2         
  2020-01-19 19:00:00   982.73       1404.57            -1.73               2.0                 0.1                 2         
  2020-01-19 20:00:00   982.73       1404.57            -1.73               2.0                 0.1                 2         
  2020-01-19 21:00:00   982.73       1404.57            -1.73               2.0                 0.1                 2         
  2020-01-19 22:00:00   982.73       1404.57            -1.73               2.0                 0.1                 2         
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  2020-01-20 00:00:00   982.58       1404.35            -1.73               2.0                 0.1                 2         
  2020-01-20 01:00:00   982.58       1404.35            -1.73               2.0                 0.1                 2         
  2020-01-20 02:00:00   982.58       1404.35            -1.73               2.0                 0.1                 2         
  2020-01-20 03:00:00   982.58       1404.35            -1.73               2.0                 0.1                 2         
  2020-01-20 04:00:00   982.58       1404.35            -1.73               2.0                 0.1                 2         
  2020-01-20 05:00:00   982.58       1404.35            -1.73               2.0                 0.1                 2         
  2020-01-20 06:00:00   982.58       1404.35            -1.73               2.0                 0.1                 2         
  2020-01-20 07:00:00   982.58       1404.35            -1.73               2.0                 0.1                 2         
  2020-01-20 08:00:00   982.58       1404.35            -1.73               2.0                 0.1                 2         
  2020-01-20 09:00:00   982.58       1404.35            -1.73               2.0                 0.1                 2         
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  2020-01-20 11:00:00   982.58       1404.35            -1.73               2.0                 0.1                 2         
  2020-01-20 12:00:00   982.58       1404.35            -1.73               2.0                 0.1                 2         
  2020-01-20 13:00:00   982.58       1404.35            -1.73               2.0                 0.1                 2         
  2020-01-20 14:00:00   982.58       1404.35            -1.73               2.0                 0.1                 2         
  2020-01-20 15:00:00   982.58       1404.35            -1.73               2.0                 0.1                 2         
  2020-01-20 16:00:00   982.58       1404.35            -1.73               2.0                 0.1                 2         
  2020-01-20 17:00:00   982.58       1404.35            -1.73               2.0                 0.1                 2         
  2020-01-20 18:00:00   982.58       1404.35            -1.73               2.0                 0.1                 2         
  2020-01-20 19:00:00   982.58       1404.35            -1.73               2.0                 0.1                 2         
  2020-01-20 20:00:00   982.58       1404.35            -1.73               2.0                 0.1                 2         
  2020-01-20 21:00:00   982.58       1404.35            -1.73               2.0                 0.1                 2         
  2020-01-20 22:00:00   982.58       1404.35            -1.73               2.0                 0.1                 2         
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  2020-01-21 00:00:00   982.42       1404.11            -1.73               2.0                 0.1                 2         
  2020-01-21 01:00:00   982.42       1404.11            -1.73               2.0                 0.1                 2         
  2020-01-21 02:00:00   982.42       1404.11            -1.73               2.0                 0.1                 2         
  2020-01-21 03:00:00   982.42       1404.11            -1.73               2.0                 0.1                 2         
  2020-01-21 04:00:00   982.42       1404.11            -1.73               2.0                 0.1                 2         
  2020-01-21 05:00:00   982.42       1404.11            -1.73               2.0                 0.1                 2         
  2020-01-21 06:00:00   982.42       1404.11            -1.73               2.0                 0.1                 2         
  2020-01-21 07:00:00   982.42       1404.11            -1.73               2.0                 0.1                 2         
  2020-01-21 08:00:00   982.42       1404.11            -1.73               2.0                 0.1                 2         
  2020-01-21 09:00:00   982.42       1404.11            -1.73               2.0                 0.1                 2         
  2020-01-21 10:00:00   982.42       1404.11            -1.73               2.0                 0.1                 2         
  2020-01-21 11:00:00   982.42       1404.11            -1.73               2.0                 0.1                 2         
  2020-01-21 12:00:00   982.42       1404.11            -1.73               2.0                 0.1                 2         
  2020-01-21 13:00:00   982.42       1404.11            -1.73               2.0                 0.1                 2         
  2020-01-21 14:00:00   982.42       1404.11            -1.73               2.0                 0.1                 2         
  2020-01-21 15:00:00   982.42       1404.11            -1.73               2.0                 0.1                 2         
  2020-01-21 16:00:00   982.42       1404.11            -1.73               2.0                 0.1                 2         
  2020-01-21 17:00:00   982.42       1404.11            -1.73               2.0                 0.1                 2         
  2020-01-21 18:00:00   982.42       1404.11            -1.73               2.0                 0.1                 2         
  2020-01-21 19:00:00   982.42       1404.11            -1.73               2.0                 0.1                 2         
  2020-01-21 20:00:00   982.42       1404.11            -1.73               2.0                 0.1                 2         
  2020-01-21 21:00:00   982.42       1404.11            -1.73               2.0                 0.1                 2         
  2020-01-21 22:00:00   982.42       1404.11            -1.73               2.0                 0.1                 2         
  2020-01-21 23:00:00   982.42       1404.11            -1.73               2.0                 0.1                 2         
  2020-01-22 00:00:00   982.24       1403.87            -1.73               2.0                 0.1                 2         
  2020-01-22 01:00:00   982.24       1403.87            -1.73               2.0                 0.1                 2         
  2020-01-22 02:00:00   982.24       1403.87            -1.73               2.0                 0.1                 2         
  2020-01-22 03:00:00   982.24       1403.87            -1.73               2.0                 0.1                 2         
  2020-01-22 04:00:00   982.24       1403.87            -1.73               2.0                 0.1                 2         
  2020-01-22 05:00:00   982.24       1403.87            -1.73               2.0                 0.1                 2         
  2020-01-22 06:00:00   982.24       1403.87            -1.73               2.0                 0.1                 2         
  2020-01-22 07:00:00   982.24       1403.87            -1.73               2.0                 0.1                 2         
  2020-01-22 08:00:00   982.24       1403.87            -1.73               2.0                 0.1                 2         
  2020-01-22 09:00:00   982.24       1403.87            -1.73               2.0                 0.1                 2         
  2020-01-22 10:00:00   982.24       1403.87            -1.73               2.0                 0.1                 2         
  2020-01-22 11:00:00   982.24       1403.87            -1.73               2.0                 0.1                 2         
  2020-01-22 12:00:00   982.24       1403.87            -1.73               2.0                 0.1                 2         
  2020-01-22 13:00:00   982.24       1403.87            -1.73               2.0                 0.1                 2         
  2020-01-22 14:00:00   982.24       1403.87            -1.73               2.0                 0.1                 2         
  2020-01-22 15:00:00   982.24       1403.87            -1.73               2.0                 0.1                 2         
  2020-01-22 16:00:00   982.24       1403.87            -1.73               2.0                 0.1                 2         
  2020-01-22 17:00:00   982.24       1403.87            -1.73               2.0                 0.1                 2         
  2020-01-22 18:00:00   982.24       1403.87            -1.73               2.0                 0.1                 2         
  2020-01-22 19:00:00   982.24       1403.87            -1.73               2.0                 0.1                 2         
  2020-01-22 20:00:00   982.24       1403.87            -1.73               2.0                 0.1                 2         
  2020-01-22 21:00:00   982.24       1403.87            -1.73               2.0                 0.1                 2         
  2020-01-22 22:00:00   982.24       1403.87            -1.73               2.0                 0.1                 2         
  2020-01-22 23:00:00   982.24       1403.87            -1.73               2.0                 0.1                 2         
  2020-01-23 00:00:00   982.06       1403.61            -1.73               2.0                 0.1                 2         
  2020-01-23 01:00:00   982.06       1403.61            -1.73               2.0                 0.1                 2         
  2020-01-23 02:00:00   982.06       1403.61            -1.73               2.0                 0.1                 2         
  2020-01-23 03:00:00   982.06       1403.61            -1.73               2.0                 0.1                 2         
  2020-01-23 04:00:00   982.06       1403.61            -1.73               2.0                 0.1                 2         
  2020-01-23 05:00:00   982.06       1403.61            -1.73               2.0                 0.1                 2         
  2020-01-23 06:00:00   982.06       1403.61            -1.73               2.0                 0.1                 2         
  2020-01-23 07:00:00   982.06       1403.61            -1.73               2.0                 0.1                 2         
  2020-01-23 08:00:00   982.06       1403.61            -1.73               2.0                 0.1                 2         
  2020-01-23 09:00:00   982.06       1403.61            -1.73               2.0                 0.1                 2         
  2020-01-23 10:00:00   982.06       1403.61            -1.73               2.0                 0.1                 2         
  2020-01-23 11:00:00   982.06       1403.61            -1.73               2.0                 0.1                 2         
  2020-01-23 12:00:00   982.06       1403.61            -1.73               2.0                 0.1                 2         
  2020-01-23 13:00:00   982.06       1403.61            -1.73               2.0                 0.1                 2         
  2020-01-23 14:00:00   982.06       1403.61            -1.73               2.0                 0.1                 2         
  2020-01-23 15:00:00   982.06       1403.61            -1.73               2.0                 0.1                 2         
  2020-01-23 16:00:00   982.06       1403.61            -1.73               2.0                 0.1                 2         
  2020-01-23 17:00:00   982.06       1403.61            -1.73               2.0                 0.1                 2         
  2020-01-23 18:00:00   982.06       1403.61            -1.73               2.0                 0.1                 2         
  2020-01-23 19:00:00   982.06       1403.61            -1.73               2.0                 0.1                 2         
  2020-01-23 20:00:00   982.06       1403.61            -1.73               2.0                 0.1                 2         
  2020-01-23 21:00:00   982.06       1403.61            -1.73               2.0                 0.1                 2         
  2020-01-23 22:00:00   982.06       1403.61            -1.73               2.0                 0.1                 2         
  2020-01-23 23:00:00   982.06       1403.61            -1.73               2.0                 0.1                 2         
  2020-01-24 00:00:00   981.87       1403.34            -1.73               2.0                 0.1                 2         
  2020-01-24 01:00:00   981.87       1403.34            -1.73               2.0                 0.1                 2         
  2020-01-24 02:00:00   981.87       1403.34            -1.73               2.0                 0.1                 2         
  2020-01-24 03:00:00   981.87       1403.34            -1.73               2.0                 0.1                 2         
  2020-01-24 04:00:00   981.87       1403.34            -1.73               2.0                 0.1                 2         
  2020-01-24 05:00:00   981.87       1403.34            -1.73               2.0                 0.1                 2         
  2020-01-24 06:00:00   981.87       1403.34            -1.73               2.0                 0.1                 2         
  2020-01-24 07:00:00   981.87       1403.34            -1.73               2.0                 0.1                 2         
  2020-01-24 08:00:00   981.87       1403.34            -1.73               2.0                 0.1                 2         
  2020-01-24 09:00:00   981.87       1403.34            -1.73               2.0                 0.1                 2         
  2020-01-24 10:00:00   981.87       1403.34            -1.73               2.0                 0.1                 2         
  2020-01-24 11:00:00   981.87       1403.34            -1.73               2.0                 0.1                 2         
  2020-01-24 12:00:00   981.87       1403.34            -1.73               2.0                 0.1                 2         
  2020-01-24 13:00:00   981.87       1403.34            -1.73               2.0                 0.1                 2         
  2020-01-24 14:00:00   981.87       1403.34            -1.73               2.0                 0.1                 2         
  2020-01-24 15:00:00   981.87       1403.34            -1.73               2.0                 0.1                 2         
  2020-01-24 16:00:00   981.87       1403.34            -1.73               2.0                 0.1                 2         
  2020-01-24 17:00:00   981.87       1403.34            -1.73               2.0                 0.1                 2         
  2020-01-24 18:00:00   981.87       1403.34            -1.73               2.0                 0.1                 2         
  2020-01-24 19:00:00   981.87       1403.34            -1.73               2.0                 0.1                 2         
  2020-01-24 20:00:00   981.87       1403.34            -1.73               2.0                 0.1                 2         
  2020-01-24 21:00:00   981.87       1403.34            -1.73               2.0                 0.1                 2         
  2020-01-24 22:00:00   981.87       1403.34            -1.73               2.0                 0.1                 2         
  2020-01-24 23:00:00   981.87       1403.34            -1.73               2.0                 0.1                 2         
  2020-01-25 00:00:00   981.67       1403.05            -1.73               2.0                 0.1                 2         
  2020-01-25 01:00:00   981.67       1403.05            -1.73               2.0                 0.1                 2         
  2020-01-25 02:00:00   981.67       1403.05            -1.73               2.0                 0.1                 2         
  2020-01-25 03:00:00   981.67       1403.05            -1.73               2.0                 0.1                 2         
  2020-01-25 04:00:00   981.67       1403.05            -1.73               2.0                 0.1                 2         
  2020-01-25 05:00:00   981.67       1403.05            -1.73               2.0                 0.1                 2         
  2020-01-25 06:00:00   981.67       1403.05            -1.73               2.0                 0.1                 2         
  2020-01-25 07:00:00   981.67       1403.05            -1.73               2.0                 0.1                 2         
  2020-01-25 08:00:00   981.67       1403.05            -1.73               2.0                 0.1                 2         
  2020-01-25 09:00:00   981.67       1403.05            -1.73               2.0                 0.1                 2         
  2020-01-25 10:00:00   981.67       1403.05            -1.73               2.0                 0.1                 2         
  2020-01-25 11:00:00   981.67       1403.05            -1.73               2.0                 0.1                 2         
  2020-01-25 12:00:00   981.67       1403.05            -1.73               2.0                 0.1                 2         
  2020-01-25 13:00:00   981.67       1403.05            -1.73               2.0                 0.1                 2         
  2020-01-25 14:00:00   981.67       1403.05            -1.73               2.0                 0.1                 2         
  2020-01-25 15:00:00   981.67       1403.05            -1.73               2.0                 0.1                 2         
  2020-01-25 16:00:00   981.67       1403.05            -1.73               2.0                 0.1                 2         
  2020-01-25 17:00:00   981.67       1403.05            -1.73               2.0                 0.1                 2         
  2020-01-25 18:00:00   981.67       1403.05            -1.73               2.0                 0.1                 2         
  2020-01-25 19:00:00   981.67       1403.05            -1.73               2.0                 0.1                 2         
  2020-01-25 20:00:00   981.67       1403.05            -1.73               2.0                 0.1                 2         
  2020-01-25 21:00:00   981.67       1403.05            -1.73               2.0                 0.1                 2         
  2020-01-25 22:00:00   981.67       1403.05            -1.73               2.0                 0.1                 2         
  2020-01-25 23:00:00   981.67       1403.05            -1.73               2.0                 0.1                 2         
  2020-01-26 00:00:00   981.47       1402.76            -1.73               2.0                 0.1                 2         
  2020-01-26 01:00:00   981.47       1402.76            -1.73               2.0                 0.1                 2         
  2020-01-26 02:00:00   981.47       1402.76            -1.73               2.0                 0.1                 2         
  2020-01-26 03:00:00   981.47       1402.76            -1.73               2.0                 0.1                 2         
  2020-01-26 04:00:00   981.47       1402.76            -1.73               2.0                 0.1                 2         
  2020-01-26 05:00:00   981.47       1402.76            -1.73               2.0                 0.1                 2         
  2020-01-26 06:00:00   981.47       1402.76            -1.73               2.0                 0.1                 2         
  2020-01-26 07:00:00   981.47       1402.76            -1.73               2.0                 0.1                 2         
  2020-01-26 08:00:00   981.47       1402.76            -1.73               2.0                 0.1                 2         
  2020-01-26 09:00:00   981.47       1402.76            -1.73               2.0                 0.1                 2         
  2020-01-26 10:00:00   981.47       1402.76            -1.73               2.0                 0.1                 2         
  2020-01-26 11:00:00   981.47       1402.76            -1.73               2.0                 0.1                 2         
  2020-01-26 12:00:00   981.47       1402.76            -1.73               2.0                 0.1                 2         
  2020-01-26 13:00:00   981.47       1402.76            -1.73               2.0                 0.1                 2         
  2020-01-26 14:00:00   981.47       1402.76            -1.73               2.0                 0.1                 2         
  2020-01-26 15:00:00   981.47       1402.76            -1.73               2.0                 0.1                 2         
  2020-01-26 16:00:00   981.47       1402.76            -1.73               2.0                 0.1                 2         
  2020-01-26 17:00:00   981.47       1402.76            -1.73               2.0                 0.1                 2         
  2020-01-26 18:00:00   981.47       1402.76            -1.73               2.0                 0.1                 2         
  2020-01-26 19:00:00   981.47       1402.76            -1.73               2.0                 0.1                 2         
  2020-01-26 20:00:00   981.47       1402.76            -1.73               2.0                 0.1                 2         
  2020-01-26 21:00:00   981.47       1402.76            -1.73               2.0                 0.1                 2         
  2020-01-26 22:00:00   981.47       1402.76            -1.73               2.0                 0.1                 2         
  2020-01-26 23:00:00   981.47       1402.76            -1.73               2.0                 0.1                 2         
  2020-01-27 00:00:00   981.25       1402.45            -1.73               2.0                 0.1                 2         
  2020-01-27 01:00:00   981.25       1402.45            -1.73               2.0                 0.1                 2         
  2020-01-27 02:00:00   981.25       1402.45            -1.73               2.0                 0.1                 2         
  2020-01-27 03:00:00   981.25       1402.45            -1.73               2.0                 0.1                 2         
  2020-01-27 04:00:00   981.25       1402.45            -1.73               2.0                 0.1                 2         
  2020-01-27 05:00:00   981.25       1402.45            -1.73               2.0                 0.1                 2         
  2020-01-27 06:00:00   981.25       1402.45            -1.73               2.0                 0.1                 2         
  2020-01-27 07:00:00   981.25       1402.45            -1.73               2.0                 0.1                 2         
  2020-01-27 08:00:00   981.25       1402.45            -1.73               2.0                 0.1                 2         
  2020-01-27 09:00:00   981.25       1402.45            -1.73               2.0                 0.1                 2         
  2020-01-27 10:00:00   981.25       1402.45            -1.73               2.0                 0.1                 2         
  2020-01-27 11:00:00   981.25       1402.45            -1.73               2.0                 0.1                 2         
  2020-01-27 12:00:00   981.25       1402.45            -1.73               2.0                 0.1                 2         
  2020-01-27 13:00:00   981.25       1402.45            -1.73               2.0                 0.1                 2         
  2020-01-27 14:00:00   981.25       1402.45            -1.73               2.0                 0.1                 2         
  2020-01-27 15:00:00   981.25       1402.45            -1.73               2.0                 0.1                 2         
  2020-01-27 16:00:00   981.25       1402.45            -1.73               2.0                 0.1                 2         
  2020-01-27 17:00:00   981.25       1402.45            -1.73               2.0                 0.1                 2         
  2020-01-27 18:00:00   981.25       1402.45            -1.73               2.0                 0.1                 2         
  2020-01-27 19:00:00   981.25       1402.45            -1.73               2.0                 0.1                 2         
  2020-01-27 20:00:00   981.25       1402.45            -1.73               2.0                 0.1                 2         
  2020-01-27 21:00:00   981.25       1402.45            -1.73               2.0                 0.1                 2         
  2020-01-27 22:00:00   981.25       1402.45            -1.73               2.0                 0.1                 2         
  2020-01-27 23:00:00   981.25       1402.45            -1.73               2.0                 0.1                 2         
  2020-01-28 00:00:00   981.03       1402.13            -1.73               2.0                 0.1                 2         
  2020-01-28 01:00:00   981.03       1402.13            -1.73               2.0                 0.1                 2         
  2020-01-28 02:00:00   981.03       1402.13            -1.73               2.0                 0.1                 2         
  2020-01-28 03:00:00   981.03       1402.13            -1.73               2.0                 0.1                 2         
  2020-01-28 04:00:00   981.03       1402.13            -1.73               2.0                 0.1                 2         
  2020-01-28 05:00:00   981.03       1402.13            -1.73               2.0                 0.1                 2         
  2020-01-28 06:00:00   981.03       1402.13            -1.73               2.0                 0.1                 2         
  2020-01-28 07:00:00   981.03       1402.13            -1.73               2.0                 0.1                 2         
  2020-01-28 08:00:00   981.03       1402.13            -1.73               2.0                 0.1                 2         
  2020-01-28 09:00:00   981.03       1402.13            -1.73               2.0                 0.1                 2         
  2020-01-28 10:00:00   981.03       1402.13            -1.73               2.0                 0.1                 2         
  2020-01-28 11:00:00   981.03       1402.13            -1.73               2.0                 0.1                 2         
  2020-01-28 12:00:00   981.03       1402.13            -1.73               2.0                 0.1                 2         
  2020-01-28 13:00:00   981.03       1402.13            -1.73               2.0                 0.1                 2         
  2020-01-28 14:00:00   981.03       1402.13            -1.73               2.0                 0.1                 2         
  2020-01-28 15:00:00   981.03       1402.13            -1.73               2.0                 0.1                 2         
  2020-01-28 16:00:00   981.03       1402.13            -1.73               2.0                 0.1                 2         
  2020-01-28 17:00:00   981.03       1402.13            -1.73               2.0                 0.1                 2         
  2020-01-28 18:00:00   981.03       1402.13            -1.73               2.0                 0.1                 2         
  2020-01-28 19:00:00   981.03       1402.13            -1.73               2.0                 0.1                 2         
  2020-01-28 20:00:00   981.03       1402.13            -1.73               2.0                 0.1                 2         
  2020-01-28 21:00:00   981.03       1402.13            -1.73               2.0                 0.1                 2         
  2020-01-28 22:00:00   981.03       1402.13            -1.73               2.0                 0.1                 2         
  2020-01-28 23:00:00   981.03       1402.13            -1.73               2.0                 0.1                 2         
  2020-01-29 00:00:00   980.79       1401.8             -1.73               2.0                 0.1                 2         
  2020-01-29 01:00:00   980.79       1401.8             -1.73               2.0                 0.1                 2         
  2020-01-29 02:00:00   980.79       1401.8             -1.73               2.0                 0.1                 2         
  2020-01-29 03:00:00   980.79       1401.8             -1.73               2.0                 0.1                 2         
  2020-01-29 04:00:00   980.79       1401.8             -1.73               2.0                 0.1                 2         
  2020-01-29 05:00:00   980.79       1401.8             -1.73               2.0                 0.1                 2         
  2020-01-29 06:00:00   980.79       1401.8             -1.73               2.0                 0.1                 2         
  2020-01-29 07:00:00   980.79       1401.8             -1.73               2.0                 0.1                 2         
  2020-01-29 08:00:00   980.79       1401.8             -1.73               2.0                 0.1                 2         
  2020-01-29 09:00:00   980.79       1401.8             -1.73               2.0                 0.1                 2         
  2020-01-29 10:00:00   980.79       1401.8             -1.73               2.0                 0.1                 2         
  2020-01-29 11:00:00   980.79       1401.8             -1.73               2.0                 0.1                 2         
  2020-01-29 12:00:00   980.79       1401.8             -1.73               2.0                 0.1                 2         
  2020-01-29 13:00:00   980.79       1401.8             -1.73               2.0                 0.1                 2         
  2020-01-29 14:00:00   980.79       1401.8             -1.73               2.0                 0.1                 2         
  2020-01-29 15:00:00   980.79       1401.8             -1.73               2.0                 0.1                 2         
  2020-01-29 16:00:00   980.79       1401.8             -1.73               2.0                 0.1                 2         
  2020-01-29 17:00:00   980.79       1401.8             -1.73               2.0                 0.1                 2         
  2020-01-29 18:00:00   980.79       1401.8             -1.73               2.0                 0.1                 2         
  2020-01-29 19:00:00   980.79       1401.8             -1.73               2.0                 0.1                 2         
  2020-01-29 20:00:00   980.79       1401.8             -1.73               2.0                 0.1                 2         
  2020-01-29 21:00:00   980.79       1401.8             -1.73               2.0                 0.1                 2         
  2020-01-29 22:00:00   980.79       1401.8             -1.73               2.0                 0.1                 2         
  2020-01-29 23:00:00   980.79       1401.8             -1.73               2.0                 0.1                 2         
  2020-01-30 00:00:00   980.55       1401.45            -1.73               2.0                 0.1                 2         
  2020-01-30 01:00:00   980.55       1401.45            -1.73               2.0                 0.1                 2         
  2020-01-30 02:00:00   980.55       1401.45            -1.73               2.0                 0.1                 2         
  2020-01-30 03:00:00   980.55       1401.45            -1.73               2.0                 0.1                 2         
  2020-01-30 04:00:00   980.55       1401.45            -1.73               2.0                 0.1                 2         
  2020-01-30 05:00:00   980.55       1401.45            -1.73               2.0                 0.1                 2         
  2020-01-30 06:00:00   980.55       1401.45            -1.73               2.0                 0.1                 2         
  2020-01-30 07:00:00   980.55       1401.45            -1.73               2.0                 0.1                 2         
  2020-01-30 08:00:00   980.55       1401.45            -1.73               2.0                 0.1                 2         
  2020-01-30 09:00:00   980.55       1401.45            -1.73               2.0                 0.1                 2         
  2020-01-30 10:00:00   980.55       1401.45            -1.73               2.0                 0.1                 2         
  2020-01-30 11:00:00   980.55       1401.45            -1.73               2.0                 0.1                 2         
  2020-01-30 12:00:00   980.55       1401.45            -1.73               2.0                 0.1                 2         
  2020-01-30 13:00:00   980.55       1401.45            -1.73               2.0                 0.1                 2         
  2020-01-30 14:00:00   980.55       1401.45            -1.73               2.0                 0.1                 2         
  2020-01-30 15:00:00   980.55       1401.45            -1.73               2.0                 0.1                 2         
  2020-01-30 16:00:00   980.55       1401.45            -1.73               2.0                 0.1                 2         
  2020-01-30 17:00:00   980.55       1401.45            -1.73               2.0                 0.1                 2         
  2020-01-30 18:00:00   980.55       1401.45            -1.73               2.0                 0.1                 2         
  2020-01-30 19:00:00   980.55       1401.45            -1.73               2.0                 0.1                 2         
  2020-01-30 20:00:00   980.55       1401.45            -1.73               2.0                 0.1                 2         
  2020-01-30 21:00:00   980.55       1401.45            -1.73               2.0                 0.1                 2         
  2020-01-30 22:00:00   980.55       1401.45            -1.73               2.0                 0.1                 2         
  2020-01-30 23:00:00   980.55       1401.45            -1.73               2.0                 0.1                 2         
  2020-01-31 00:00:00   980.3        1401.09            -1.73               2.0                 0.1                 2         
  2020-01-31 01:00:00   980.3        1401.09            -1.73               2.0                 0.1                 2         
  2020-01-31 02:00:00   980.3        1401.09            -1.73               2.0                 0.1                 2         
  2020-01-31 03:00:00   980.3        1401.09            -1.73               2.0                 0.1                 2         
  2020-01-31 04:00:00   980.3        1401.09            -1.73               2.0                 0.1                 2         
  2020-01-31 05:00:00   980.3        1401.09            -1.73               2.0                 0.1                 2         
  2020-01-31 06:00:00   980.3        1401.09            -1.73               2.0                 0.1                 2         
  2020-01-31 07:00:00   980.3        1401.09            -1.73               2.0                 0.1                 2         
  2020-01-31 08:00:00   980.3        1401.09            -1.73               2.0                 0.1                 2         
  2020-01-31 09:00:00   980.3        1401.09            -1.73               2.0                 0.1                 2         
  2020-01-31 10:00:00   980.3        1401.09            -1.73               2.0                 0.1                 2         
  2020-01-31 11:00:00   980.3        1401.09            -1.73               2.0                 0.1                 2         
  2020-01-31 12:00:00   980.3        1401.09            -1.73               2.0                 0.1                 2         
  2020-01-31 13:00:00   980.3        1401.09            -1.73               2.0                 0.1                 2         
  2020-01-31 14:00:00   980.3        1401.09            -1.73               2.0                 0.1                 2         
  2020-01-31 15:00:00   980.3        1401.09            -1.73               2.0                 0.1                 2         
  2020-01-31 16:00:00   980.3        1401.09            -1.73               2.0                 0.1                 2         
  2020-01-31 17:00:00   980.3        1401.09            -1.73               2.0                 0.1                 2         
  2020-01-31 18:00:00   980.3        1401.09            -1.73               2.0                 0.1                 2         
  2020-01-31 19:00:00   980.3        1401.09            -1.73               2.0                 0.1                 2         
  2020-01-31 20:00:00   980.3        1401.09            -1.73               2.0                 0.1                 2         
  2020-01-31 21:00:00   980.3        1401.09            -1.73               2.0                 0.1                 2         
  2020-01-31 22:00:00   980.3        1401.09            -1.73               2.0                 0.1                 2         
  2020-01-31 23:00:00   980.3        1401.09            -1.73               2.0                 0.1                 2         
  2020-02-01 00:00:00   980.04       1400.72            -1.73               2.0                 0.1                 2         

  ⅀ / μ                              1046444.6                                                                                

╭───────────────────────────────────╮ ╭───────────────────────────────────────────────────────────╮
│                                   │ │  ⇣  Direct        ⦜  Normal  ⋅  Factor           μ  Mean  │
│ Constants Solar constant : 1360.8 │ │  ⍖  Extra Normal  ′  Prime   ⅀  N-ary Summation           │
╰─────────────────────── Reference ─╯ ╰────────────────────────────────────────────────── Legend ─╯