Welcome!
This document serves as a guided tutorial to help you get started using the WRIC_preprocessing package.
Click here if this is your first time programming in R
If this is your first time programming in R please make sure you have the following installed:
-
R: The programming language we’ll be using for data analysis and visualization.
A Programming Environment (RStudio): I recommend using RStudio, but feel free to use a different IDE.
FAQ and “Programming Terms”
What is the difference between R and RStudio?
R is a programming language, while RStudio is a, so called, integrated development environment (IDE) designed specifically for R, offering a user-friendly interface for coding, plotting, and managing projects. You can think of R like a language, like English, where RStudio is Word - a program you can write English inside. But you could also use other programs for example LibreOffice or LaTeX.
R vs Rmd
There are different types of files where you can write R code. A file ending in .R is a standard R script for writing and running R code, while in .Rmd (R Markdown) you can combine code and text for dynamic reports, or for example this tutorial/vignette.
Getting Started
We are in the process of submitting wrictools to CRAN,
so for now you can install the current wrictools
development version via GitHub:
Once the package is on CRAN you can install the
wrictools package from CRAN as normal:
install.packages("wrictools")Once installed, load the package:
Preprocess WRIC data
Now let’s preprocess the txt files, that are created by the WRIC
(Omnical Software from Maastricht Instruments). The function
preprocess_wric_file() disentangles the meta-data at the
top of the file (ID, comment etc) and creates DataFrames and csv-files
with the actual data, separated between both rooms and summarized
between the two measurements for each room. This works both for files
created using the “old” software version 1.x that returned multiple
rooms in one file, as well as files created using the current software
version 2.x.
data_txt <- system.file("extdata", "data.txt", package = "wrictools") # loading example data
result <- preprocess_wric_file(data_txt)
r1_metadata <- result$metadata$r1
r2_metadata <- result$metadata$r2
df_room1 <- result$dfs$room1
df_room2 <- result$dfs$room2The function returns a named list with the elements
metadata and df. For software version 1,
metadata contains r1 and r2, and
df contains room1 and
room2.
For version 2, metadata and df each contain a
single data frame metadataand data. If
´save_csv` is True, then the data.frames will be saved as csv files with
“id_comment_WRIC_data.csv” or “id_comment_WRIC_metadata.csv”.
The example above uses data generated by software version 1, which is why it returns metadata and data.frames for both room 1 and room 2.
Let’s look at the output really quick for room 1:
head(r1_metadata)
#> Project Subject.ID Experiment.performed.by Comments
#> 1 PROJECT XXXX JANE DOE Visit 2
head(df_room1)
#> datetime relative_time VO2 VCO2 RER FiO2
#> 1 2023-11-13 21:02:00 0 59.91282 45.27276 0.8042405 22.15929
#> 2 2023-11-13 21:03:00 1 56.23021 44.37410 0.8095575 20.26076
#> 3 2023-11-13 21:04:00 2 55.63745 40.76123 0.7710705 20.12879
#> 4 2023-11-13 21:05:00 3 37.13374 26.13496 0.6993980 20.51683
#> 5 2023-11-13 21:06:00 4 14.95267 12.82718 0.5605190 20.95082
#> 6 2023-11-13 21:07:00 5 31.55155 29.18724 0.9502245 19.65017
#> FeO2 FiCO2 FeCO2 Flow Activity Monitor
#> 1 21.20009 0.0441985 0.0461015 240.9651 0
#> 2 21.57250 0.0436855 0.0473600 230.3053 0
#> 3 21.74385 0.0431040 0.0454000 233.9344 0
#> 4 21.90608 0.0432565 0.0453790 231.5498 0
#> 5 20.77171 0.0432870 0.0432180 199.0001 0
#> 6 21.29801 0.0425435 0.0463435 199.7802 0
#> Energy Expenditure (kcal/min) Energy Expenditure (kJ/min) Pressure Ambient
#> 1 0.2732235 1.0979855 984.1769
#> 2 0.2670495 1.0685310 980.2901
#> 3 0.2561960 1.0701385 1018.5202
#> 4 0.1679255 0.6951345 934.6507
#> 5 0.1043175 0.4479740 946.8563
#> 6 0.1627085 0.7084955 974.5807
#> Temperature Room Relative Humidity Room
#> 1 19.48421 53.50838
#> 2 20.58497 53.30395
#> 3 20.99250 49.53894
#> 4 19.26694 47.89789
#> 5 20.62044 53.42988
#> 6 20.17601 54.33861Let’s see what the output would look like for data from software version 2:
data_v2_txt <- system.file("extdata", "data_v2.txt", package = "wrictools") # loading example data
result <- preprocess_wric_file(data_v2_txt)
# For version 2 we only have data from one of the rooms, so only one metadata and one wric-data data.frame
metadata <- result$metadata$metadata
df<- result$dfs$data
# Let's look at the first rows (head) of the data.frame
head(df)
#> datetime relative_time VO2 VCO2 RER
#> 1 2026-01-14 11:58:00 0 54.0 8.5 0.1580
#> 2 2026-01-14 11:59:00 1 49.5 9.5 0.1910
#> 3 2026-01-14 12:00:00 2 51.5 10.0 0.1930
#> 4 2026-01-14 12:01:00 3 58.5 10.0 0.1715
#> 5 2026-01-14 12:02:00 4 62.0 10.0 0.1570
#> 6 2026-01-14 12:03:00 5 58.0 9.0 0.1710
#> Energy Expenditure (kJ/min) Energy Expenditure (kcal/min) FiO2 FeO2
#> 1 0.935 0.225 20.92950 20.92795
#> 2 0.865 0.205 20.92949 20.92788
#> 3 0.900 0.215 20.92949 20.92782
#> 4 1.010 0.240 20.92949 20.92764
#> 5 1.070 0.255 20.92949 20.92745
#> 6 1.000 0.235 20.92949 20.92765
#> FiCO2 FeCO2 Flow Pressure Ambient Temperature Flow Relative Humidity Flow
#> 1 0.0445 0.045 1294.3 998.5 23 39.3
#> 2 0.0445 0.045 1284.4 998.5 23 39.2
#> 3 0.0445 0.045 1282.6 998.5 23 39.2
#> 4 0.0445 0.045 1289.8 998.5 23 39.2
#> 5 0.0445 0.045 1288.9 998.5 23 39.2
#> 6 0.0445 0.045 1305.1 998.5 23 39.2
#> Temperature Room Relative Humidity Room
#> 1 21 44.5
#> 2 21 44.5
#> 3 21 44.4
#> 4 21 44.5
#> 5 21 44.5
#> 6 21 44.5But the preprocess_wric_file function can do a lot more
and has a lot of extra parameters you can specify. The following is the
exact same function call, but mentioning all optional parameters you can
call with their default values. Default means, that if you do not
specify this parameter, this is the value that the parameter has by
default.
result <- preprocess_wric_file(
filepath = data_txt,
code = "id",
manual = NULL,
save_csv = FALSE,
path_to_save = NULL,
combine = TRUE,
method = "mean",
start = NULL,
end = NULL,
notefilepath = NULL,
keywords_dict = NULL,
entry_exit_dict = NULL
)Here are explanations and options to all parameters you can specify:
- filepath: [String, filepath] Directory path to the WRIC .txt file.
- code [String] Method for generating subject IDs. Default is “id”, also possible to specify “id+comment”, where both ID and comment values are combined or “manual”, where you can specify your own.
-
manual [String] Custom codes for subjects in Room 1
and Room 2 if
codeis “manual”. - save_csv [Logical], whether to save extracted metadata and data to CSV files or not. Default is True
- path_to_save [String] Directory path for saving CSV files, NULL uses the current directory, NULL is Deafult.
- combine [Logical], whether to combine S1 and S2 measurements. Default is True
- method [String] Method for combining measurements (“mean”, “median”, “s1”, “s2”, “min”, “max”).
- start [character or POSIXct or NULL], rows before this will be removed, if NULL takes first row e.g “2023-11-13 11:43:00”
- end [character or POSIXct or NULL], rows after this will be removed, if NULL takes last rows e.g “2023-11-13 11:43:00”
- notefilepath: If you specify a path to the corresponding notefile, the code will try to automatically extract the datetime and current protocol specification (sleeping, exercising, eating etc). If possible please read the [How To Note File]https://github.com/hulmanlab/wrictools/blob/main/HowToNoteFile.pdf), before you start your study for consistent note taking. If there is a TimeStamp in the note e.g “Participants starts eating at 16:10”, the time of the creation of the note will be overwritten with the time specified in the free-text of the note. The “protocol” is extracted by keyword search. You can check currently included keywords and extend them by checking the keywords_dict in the extract_note_info() function of the preprocessing.R file.
- keywords_dict: [Nested List] A “dictionary” with keywords for extracting protocol information out of the notefile.
To explore the available functionality and arguments for key functions, simply call:
?preprocess_wric_fileYour Turn
So now it is your turn. Using the preprocess_wric_file()
method create a csv file using “data.txt” in folder example_data.
- create a csv with the name “XXXX_WRIC_data.csv” combining S1 and S2 measurements by taking the mean between them.
- create a csv, but cut-off the start to 22:45 on 13/11/2023 and the end to 23:45 on the same day. The csv should be saved as “testing_start_end_parameter_WRIC_data.csv”.
-
Optional: Try out the
notefilepathparameter and see what happens.
Automatic note file extraction - adaptation to your notes
One helpful feature of the preprocess_wric_file() method
is to automatically extract the protocol from the note_file, that is
filled in manually during the experiment. With “protocol” I mean coding
whether the participant is currently sleeping, eating, exercising etc.
This enables quick processing and easy access to extract and compare
various e.g. eating periods. Let’s try it:
note_txt <- system.file("extdata", "note.txt", package = "wrictools") # loading example data
result <- preprocess_wric_file(data_txt,
notefilepath=note_txt)
#> [1] "Starting time for room 1 is 2023-11-13 21:14:22 and end 2023-11-14 08:47:48 and for room 2 start is 2023-11-13 21:14:22 and end 2023-11-14 08:51:36"
head(result$dfs$room1)
#> datetime relative_time VO2 VCO2 RER FiO2
#> 1 2023-11-13 21:16:21 0 686.7342 566.7062 0.8373200 19.49793
#> 2 2023-11-13 21:17:21 1 786.6187 674.9738 0.8434745 21.00086
#> 3 2023-11-13 21:18:21 2 747.9670 642.8713 0.9094570 20.89094
#> 4 2023-11-13 21:19:21 3 638.9924 573.3978 0.8835660 20.31344
#> 5 2023-11-13 21:20:21 4 559.1194 469.9648 0.8630800 19.80281
#> 6 2023-11-13 21:21:21 5 491.8286 402.0223 0.8309455 20.91918
#> FeO2 FiCO2 FeCO2 Flow Activity Monitor
#> 1 20.55501 0.0429490 0.0695075 192.5606 0
#> 2 21.15050 0.0464570 0.0737055 142.5044 0
#> 3 19.31386 0.0449615 0.0701650 129.1857 0
#> 4 20.75081 0.0426345 0.0792335 122.5511 0
#> 5 21.02666 0.0422005 0.0831505 121.0656 0
#> 6 20.23761 0.0438175 0.0920320 118.0396 0
#> Energy Expenditure (kcal/min) Energy Expenditure (kJ/min) Pressure Ambient
#> 1 3.398292 14.83090 968.4605
#> 2 3.927646 16.35775 983.6174
#> 3 3.520535 14.76036 1015.6308
#> 4 3.338119 13.44594 1051.7866
#> 5 2.536662 11.00702 953.7645
#> 6 2.520482 10.16457 1039.1763
#> Temperature Room Relative Humidity Room protocol
#> 1 20.13625 49.16104 0
#> 2 19.97139 45.53661 0
#> 3 21.04801 48.88103 0
#> 4 21.81045 47.30645 0
#> 5 21.66687 48.72191 0
#> 6 19.72161 52.90930 0When looking at room1 now, we can see a new column
called “protocol”. We can see the file starts with 0 and at 22:41:21
changes to 1.
Your Turn
- Look into the
note.txtfile and find out why there is a change at 22:41:21 and what 0 and 1 might represent. Are there more numbers? What do they represent? - When comparing with previous results, notice that the file now starts at a later time and stops at an earlier one. Why might that be? _Attention:_Since we keep reusing variable names (result, room1 etc) and use the same data.txt file to create csv_files, we overwrite those files and variables. That is completely fine for this tutorial, where we are focused on how to use it and not the results. But be careful in your own work!
A bit more information about extracting data from the notefile
When specifying a notefilepath, the function will
- Check whether there is a time in the first row. If there is, this will be used to calculate the drift of the system. This drift will be added to all further datetimes you specify within the notefile.
- Check whether there is information about the participant entering or exiting the chamber. If yes, the data is cut to only include times in which the participant is in the chamber.
What are the keywords for entering/exiting?
start = c("enter", "entry", "ind i kammer", "ind")
This is only checked in the first three rows. Reasoning behind it, is that the first shows the time drift and then there might be two rows - one for each participant - detailing their entry into the chamber.
end = c("ud", "exit", "out")
This is only checked for the two last rows.
This package was developed in Denmark, which is why it includes danish signal words. If your notefile is in another language besides English or Danish you can specify your own keywords (or simply replace all with the english words):
``` r
# Example how to specify your own keywords in German
entry_exit_dict <- list(
end = c("aus", "raus", "Ausgang", "Ende"),
start = c("rein", "in der Kammer", "innen", "hinein")
)
preprocess_wric_file(data_txt, entry_exit_dict = entry_exit_dict)
#> $version
#> [1] "1"
#>
#> $metadata
#> $metadata$r1
#> Project Subject.ID Experiment.performed.by Comments
#> 1 PROJECT XXXX JANE DOE Visit 2
#>
#> $metadata$r2
#> Project Subject.ID Experiment.performed.by Comments
#> 1 PROJECT YYYY JOHN DOE VISIT 1
#>
#>
#> $dfs
#> $dfs$room1
#> datetime relative_time VO2 VCO2 RER
#> 1 2023-11-13 21:02:00 0 59.912819 45.2727600 0.8042405
#> 2 2023-11-13 21:03:00 1 56.230214 44.3741035 0.8095575
#> 3 2023-11-13 21:04:00 2 55.637447 40.7612305 0.7710705
#> 4 2023-11-13 21:05:00 3 37.133738 26.1349570 0.6993980
#> 5 2023-11-13 21:06:00 4 14.952669 12.8271825 0.5605190
#> 6 2023-11-13 21:07:00 5 31.551552 29.1872355 0.9502245
#> 7 2023-11-13 21:08:00 6 52.004032 49.1793690 0.8580190
#> 8 2023-11-13 21:09:00 7 165.350346 151.2085840 0.8748995
#> 9 2023-11-13 21:10:00 8 336.721653 283.4884360 0.8414405
#> 10 2023-11-13 21:11:00 9 425.791738 392.0381915 0.8076855
#> 11 2023-11-13 21:12:00 10 535.409104 461.2563685 0.8887310
#> 12 2023-11-13 21:13:00 11 635.320770 528.0707870 0.8151680
#> 13 2023-11-13 21:14:00 12 626.242168 560.1034370 0.8566285
#> 14 2023-11-13 21:15:00 13 686.734240 566.7061865 0.8373200
#> 15 2023-11-13 21:16:00 14 786.618722 674.9737730 0.8434745
#> 16 2023-11-13 21:17:00 15 747.966978 642.8713020 0.9094570
#> 17 2023-11-13 21:18:00 16 638.992391 573.3977525 0.8835660
#> 18 2023-11-13 21:19:00 17 559.119424 469.9647750 0.8630800
#> 19 2023-11-13 21:20:00 18 491.828637 402.0222560 0.8309455
#> 20 2023-11-13 21:21:00 19 480.056839 423.3014305 0.8164680
#> 21 2023-11-13 21:22:00 20 427.556688 375.9655475 0.8690610
#> 22 2023-11-13 21:23:00 21 388.775301 313.7131160 0.8552175
#> 23 2023-11-13 21:24:00 22 322.681736 290.0415780 0.8017635
#> 24 2023-11-13 21:25:00 23 280.635249 263.7556105 0.8913795
#> 25 2023-11-13 21:26:00 24 321.380293 275.6455865 0.8926710
#> 26 2023-11-13 21:27:00 25 337.879302 277.1988960 0.8226925
#> 27 2023-11-13 21:28:00 26 346.541959 257.9054325 0.8235140
#> 28 2023-11-13 21:29:00 27 288.148871 238.8465950 0.8524575
#> 29 2023-11-13 21:30:00 28 309.775291 255.1649150 0.8502025
#> 30 2023-11-13 21:31:00 29 367.666201 289.1064105 0.8083550
#> 31 2023-11-13 21:32:00 30 349.653882 318.8458145 0.8142705
#> 32 2023-11-13 21:33:00 31 344.202952 265.7242850 0.8479850
#> 33 2023-11-13 21:34:00 32 301.748023 240.0508295 0.7978565
#> 34 2023-11-13 21:35:00 33 343.071216 255.2866395 0.8090385
#> 35 2023-11-13 21:36:00 34 375.872125 310.5018745 0.8282430
#> 36 2023-11-13 21:37:00 35 372.065162 318.6241800 0.7916215
#> 37 2023-11-13 21:38:00 36 397.069332 311.1822805 0.8535685
#> 38 2023-11-13 21:39:00 37 377.059390 303.3775285 0.8855175
#> 39 2023-11-13 21:40:00 38 365.414276 352.8388435 0.8223650
#> 40 2023-11-13 21:41:00 39 377.962944 326.3138710 0.9275800
#> 41 2023-11-13 21:42:00 40 353.077844 316.2407140 0.9127745
#> 42 2023-11-13 21:43:00 41 337.849081 308.1960340 0.9033145
#> 43 2023-11-13 21:44:00 42 301.982548 279.0397215 0.8936025
#> 44 2023-11-13 21:45:00 43 312.309676 270.6296760 0.9385450
#> 45 2023-11-13 21:46:00 44 375.691835 316.1873600 0.8558145
#> 46 2023-11-13 21:47:00 45 390.633511 334.3834510 0.8177415
#> 47 2023-11-13 21:48:00 46 374.620870 290.7856060 0.7820385
#> 48 2023-11-13 21:49:00 47 352.983165 285.6819095 0.7917210
#> 49 2023-11-13 21:50:00 48 397.419345 299.9257325 0.7400995
#> 50 2023-11-13 21:51:00 49 455.131445 357.8971660 0.8387440
#> 51 2023-11-13 21:52:00 50 421.407976 362.3877945 0.7970490
#> 52 2023-11-13 21:53:00 51 453.091184 336.2747675 0.7436825
#> 53 2023-11-13 21:54:00 52 405.239850 323.9734005 0.7871410
#> 54 2023-11-13 21:55:00 53 414.082222 338.1224620 0.7930590
#> 55 2023-11-13 21:56:00 54 411.798454 325.0414480 0.8881960
#> 56 2023-11-13 21:57:00 55 393.543152 321.1075895 0.8440115
#> 57 2023-11-13 21:58:00 56 355.975842 292.9210065 0.8053990
#> 58 2023-11-13 21:59:00 57 297.851743 279.4849685 0.8213365
#> 59 2023-11-13 22:00:00 58 298.260786 266.2434275 0.7963710
#> 60 2023-11-13 22:01:00 59 348.964637 280.4534375 0.8432535
#> 61 2023-11-13 22:02:00 60 334.678537 292.8813530 0.8180530
#> 62 2023-11-13 22:03:00 61 350.606808 263.0984260 0.8158340
#> 63 2023-11-13 22:04:00 62 344.312813 264.2262415 0.7782420
#> 64 2023-11-13 22:05:00 63 317.191069 254.6513740 0.8115205
#> 65 2023-11-13 22:06:00 64 393.876663 292.7658630 0.7665020
#> 66 2023-11-13 22:07:00 65 391.501903 292.2302395 0.7838120
#> 67 2023-11-13 22:08:00 66 344.392745 290.2621080 0.7841025
#> 68 2023-11-13 22:09:00 67 367.700673 300.5709200 0.7963840
#> 69 2023-11-13 22:10:00 68 343.095534 291.9704690 0.8624465
#> 70 2023-11-13 22:11:00 69 320.421979 289.1786570 0.8153995
#> 71 2023-11-13 22:12:00 70 278.323950 241.2084285 0.9099275
#> 72 2023-11-13 22:13:00 71 239.268976 205.0703420 0.8270475
#> 73 2023-11-13 22:14:00 72 213.815714 168.9472910 0.8781900
#> 74 2023-11-13 22:15:00 73 163.452643 148.1671245 0.8931225
#> 75 2023-11-13 22:16:00 74 86.058912 61.6076260 0.7352965
#> 76 2023-11-13 22:17:00 75 32.695698 14.3584435 0.3925300
#> 77 2023-11-13 22:18:00 76 -6.133420 -20.5227750 11.2767845
#> 78 2023-11-13 22:19:00 77 -8.260058 -23.4490870 4.0418025
#> 79 2023-11-13 22:20:00 78 -8.408351 -29.6906585 3.3120360
#> 80 2023-11-13 22:21:00 79 -29.782474 -45.1704350 -542.5680695
#> 81 2023-11-13 22:22:00 80 -29.909595 -34.6331425 6.4913070
#> 82 2023-11-13 22:23:00 81 -14.746750 -19.9172995 2.2687315
#> 83 2023-11-13 22:24:00 82 -8.463930 -4.7806945 0.6823285
#> 84 2023-11-13 22:25:00 83 -10.982490 1.2821805 3.2953125
#> 85 2023-11-13 22:26:00 84 -4.088088 1.8689655 0.6434550
#> 86 2023-11-13 22:27:00 85 -7.821596 0.8971075 0.3298265
#> 87 2023-11-13 22:28:00 86 -7.075594 8.7811365 0.2662965
#> 88 2023-11-13 22:29:00 87 12.327197 26.8650185 -0.4640275
#> 89 2023-11-13 22:30:00 88 23.542088 29.1529805 0.2643500
#> 90 2023-11-13 22:31:00 89 48.846399 47.8329025 -5.0870130
#> 91 2023-11-13 22:32:00 90 140.265515 111.4388845 0.7523905
#> 92 2023-11-13 22:33:00 91 214.069458 166.2565535 0.7536220
#> 93 2023-11-13 22:34:00 92 225.265056 184.6688830 0.8011525
#> 94 2023-11-13 22:35:00 93 347.572834 248.4498045 0.8200170
#> 95 2023-11-13 22:36:00 94 594.065780 492.7459385 0.8159380
#> 96 2023-11-13 22:37:00 95 667.798092 536.2593255 0.8442905
#> 97 2023-11-13 22:38:00 96 685.194685 592.0901770 0.8227785
#> 98 2023-11-13 22:39:00 97 704.684066 605.8025025 0.8544810
#> 99 2023-11-13 22:40:00 98 637.847211 549.6942900 0.9155020
#> 100 2023-11-13 22:41:00 99 603.152611 547.3255830 0.9908065
#> 101 2023-11-13 22:42:00 100 602.674252 590.5992755 0.9250010
#> 102 2023-11-13 22:43:00 101 555.252710 510.2579465 0.9572915
#> 103 2023-11-13 22:44:00 102 477.081243 442.0194470 0.9860975
#> 104 2023-11-13 22:45:00 103 389.790954 371.3322840 1.0005830
#> 105 2023-11-13 22:46:00 104 439.473873 419.6173685 0.9726345
#> 106 2023-11-13 22:47:00 105 538.868405 437.5448495 0.8825465
#> 107 2023-11-13 22:48:00 106 536.019546 474.8707000 0.7812735
#> 108 2023-11-13 22:49:00 107 519.656117 413.7094530 0.8022815
#> 109 2023-11-13 22:50:00 108 459.806688 374.2151475 0.8241290
#> 110 2023-11-13 22:51:00 109 444.349274 372.5262410 0.8063810
#> 111 2023-11-13 22:52:00 110 499.959309 371.1364515 0.8431840
#> 112 2023-11-13 22:53:00 111 480.827378 401.5203985 0.8524665
#> 113 2023-11-13 22:54:00 112 492.870723 365.3771695 0.8257750
#> 114 2023-11-13 22:55:00 113 416.830442 345.9642705 0.8136910
#> 115 2023-11-13 22:56:00 114 376.351612 335.1969725 0.8308610
#> 116 2023-11-13 22:57:00 115 384.070370 324.4440540 0.8248240
#> 117 2023-11-13 22:58:00 116 384.056677 301.2250505 0.8322225
#> 118 2023-11-13 22:59:00 117 315.559646 290.5556385 0.8600920
#> 119 2023-11-13 23:00:00 118 324.331268 302.6719775 0.8534820
#> 120 2023-11-13 23:01:00 119 349.900632 302.9058060 0.7979100
#> 121 2023-11-13 23:02:00 120 393.612628 313.0837860 0.7855515
#> 122 2023-11-13 23:03:00 121 386.017276 319.7927850 0.7864160
#> 123 2023-11-13 23:04:00 122 379.832571 312.4911130 0.7694085
#> 124 2023-11-13 23:05:00 123 412.937496 318.1766610 0.7528975
#> 125 2023-11-13 23:06:00 124 368.110006 302.9859620 0.7076385
#> 126 2023-11-13 23:07:00 125 383.781475 305.0831445 0.7233070
#> 127 2023-11-13 23:08:00 126 362.698726 264.3516780 0.7606700
#> 128 2023-11-13 23:09:00 127 377.201999 267.1404890 0.6903775
#> 129 2023-11-13 23:10:00 128 360.304758 258.1868940 0.7265325
#> 130 2023-11-13 23:11:00 129 359.219240 288.7384965 0.7130690
#> 131 2023-11-13 23:12:00 130 368.839822 272.5252565 0.7401340
#> 132 2023-11-13 23:13:00 131 356.541737 281.8065605 0.7750155
#> 133 2023-11-13 23:14:00 132 347.138962 288.2459405 0.7961095
#> 134 2023-11-13 23:15:00 133 343.687178 261.3533805 0.9088670
#> 135 2023-11-13 23:16:00 134 329.350593 241.9599175 0.7725835
#> 136 2023-11-13 23:17:00 135 341.721878 249.9159520 0.8074125
#> 137 2023-11-13 23:18:00 136 307.017240 237.2861620 0.6906660
#> 138 2023-11-13 23:19:00 137 300.264778 249.3585255 0.7935150
#> 139 2023-11-13 23:20:00 138 307.596677 240.8435295 0.7868270
#> 140 2023-11-13 23:21:00 139 326.765668 263.7897910 0.8130325
#> 141 2023-11-13 23:22:00 140 351.698390 268.8347690 0.7517935
#> 142 2023-11-13 23:23:00 141 356.382009 266.0763045 0.7567155
#> 143 2023-11-13 23:24:00 142 314.144835 255.7966680 0.7546380
#> 144 2023-11-13 23:25:00 143 303.902403 257.6601585 0.8381005
#> 145 2023-11-13 23:26:00 144 308.132495 277.7805195 0.8872300
#> 146 2023-11-13 23:27:00 145 299.064639 270.9158655 0.8593965
#> 147 2023-11-13 23:28:00 146 292.848448 265.9956160 0.8322915
#> 148 2023-11-13 23:29:00 147 289.929444 238.3065090 0.8790315
#> 149 2023-11-13 23:30:00 148 275.578793 250.4646345 0.9000540
#> 150 2023-11-13 23:31:00 149 331.125643 286.0342110 0.8217280
#> 151 2023-11-13 23:32:00 150 330.511948 269.2901330 0.7937980
#> 152 2023-11-13 23:33:00 151 340.825962 254.3357350 0.7833210
#> 153 2023-11-13 23:34:00 152 328.216070 233.9626195 0.7820190
#> 154 2023-11-13 23:35:00 153 306.694600 252.3664245 0.7999160
#> 155 2023-11-13 23:36:00 154 320.111797 247.1982705 0.8334090
#> 156 2023-11-13 23:37:00 155 308.451751 258.9124300 0.7951215
#> 157 2023-11-13 23:38:00 156 317.679607 272.1158585 0.8440095
#> 158 2023-11-13 23:39:00 157 273.707547 230.0498880 0.8566840
#> 159 2023-11-13 23:40:00 158 258.026007 228.8759680 0.9007440
#> 160 2023-11-13 23:41:00 159 253.829465 248.7246820 0.9249335
#> 161 2023-11-13 23:42:00 160 298.715124 240.3291835 0.8541775
#> 162 2023-11-13 23:43:00 161 303.879899 257.7156500 0.8388470
#> 163 2023-11-13 23:44:00 162 281.232454 257.7204315 0.7898875
#> 164 2023-11-13 23:45:00 163 292.032992 234.4033195 0.7947535
#> 165 2023-11-13 23:46:00 164 351.446505 273.1783305 0.8428985
#> 166 2023-11-13 23:47:00 165 374.032483 307.1920240 0.7756575
#> 167 2023-11-13 23:48:00 166 377.502757 295.8554435 0.7014700
#> 168 2023-11-13 23:49:00 167 376.082309 279.8766200 0.7533630
#> 169 2023-11-13 23:50:00 168 339.372619 283.1762785 0.7604510
#> 170 2023-11-13 23:51:00 169 355.700920 247.4377205 0.7763960
#> 171 2023-11-13 23:52:00 170 322.306811 234.1754930 0.7598740
#> 172 2023-11-13 23:53:00 171 311.336908 234.3434790 0.7699365
#> 173 2023-11-13 23:54:00 172 286.606980 217.3250970 0.7833205
#> 174 2023-11-13 23:55:00 173 284.078760 229.8883515 0.8103835
#> 175 2023-11-13 23:56:00 174 289.246480 233.6934685 0.8477365
#> 176 2023-11-13 23:57:00 175 306.399500 258.7729360 0.8429840
#> 177 2023-11-13 23:58:00 176 315.818069 286.9510190 0.8021390
#> 178 2023-11-13 23:59:00 177 310.826554 258.8963245 0.8251560
#> 179 2023-11-14 00:00:00 178 298.301063 268.5360785 0.8376845
#> 180 2023-11-14 00:01:00 179 301.519018 253.1893115 0.8243665
#> 181 2023-11-14 00:02:00 180 317.819877 247.3759370 0.7670720
#> 182 2023-11-14 00:03:00 181 324.344667 231.9282790 0.7341400
#> 183 2023-11-14 00:04:00 182 316.617674 236.3580595 0.7811455
#> 184 2023-11-14 00:05:00 183 292.834988 233.8978110 0.8771055
#> 185 2023-11-14 00:06:00 184 291.329945 239.3975420 0.8352245
#> 186 2023-11-14 00:07:00 185 314.677011 264.6491880 0.8114020
#> 187 2023-11-14 00:08:00 186 342.079900 265.7638595 0.7962485
#> 188 2023-11-14 00:09:00 187 344.531222 276.0045535 0.7760695
#> 189 2023-11-14 00:10:00 188 332.076390 259.3674365 0.7870625
#> 190 2023-11-14 00:11:00 189 334.534367 271.1135995 0.8289420
#> 191 2023-11-14 00:12:00 190 332.858612 245.1627345 0.7388340
#> 192 2023-11-14 00:13:00 191 320.912703 241.6093600 0.7745275
#> 193 2023-11-14 00:14:00 192 292.353390 229.3671480 0.7683725
#> 194 2023-11-14 00:15:00 193 284.660998 237.4522915 0.7418585
#> 195 2023-11-14 00:16:00 194 338.901918 260.5568490 0.7547900
#> 196 2023-11-14 00:17:00 195 324.921082 250.5832230 0.7991575
#> 197 2023-11-14 00:18:00 196 320.640531 258.3407780 0.7947390
#> 198 2023-11-14 00:19:00 197 316.488347 250.6117965 0.8528445
#> 199 2023-11-14 00:20:00 198 329.870279 269.8962820 0.7493690
#> 200 2023-11-14 00:21:00 199 370.298063 256.8519540 0.7464075
#> 201 2023-11-14 00:22:00 200 353.538296 248.5600300 0.7578615
#> 202 2023-11-14 00:23:00 201 318.063187 250.9150170 0.7563735
#> 203 2023-11-14 00:24:00 202 305.865451 234.6678295 0.7709060
#> 204 2023-11-14 00:25:00 203 299.182639 229.3060330 0.8399890
#> 205 2023-11-14 00:26:00 204 299.394211 256.3190315 0.7950780
#> 206 2023-11-14 00:27:00 205 302.276248 250.6948725 0.8072655
#> 207 2023-11-14 00:28:00 206 313.262902 255.4673960 0.8119425
#> 208 2023-11-14 00:29:00 207 282.148743 252.4165130 0.8519600
#> 209 2023-11-14 00:30:00 208 308.865701 264.4534810 0.8709140
#> 210 2023-11-14 00:31:00 209 306.831639 262.2624550 0.8072260
#> 211 2023-11-14 00:32:00 210 362.520813 271.8847945 0.7707750
#> 212 2023-11-14 00:33:00 211 350.397910 274.3551360 0.7803000
#> 213 2023-11-14 00:34:00 212 353.714485 279.8493600 0.7525770
#> 214 2023-11-14 00:35:00 213 353.721010 277.9460505 0.7061505
#> 215 2023-11-14 00:36:00 214 378.653829 294.1109155 0.7819010
#> 216 2023-11-14 00:37:00 215 388.052046 297.0172425 0.7680790
#> 217 2023-11-14 00:38:00 216 383.948447 298.4699780 0.7844920
#> 218 2023-11-14 00:39:00 217 389.472724 312.2364710 0.7498150
#> 219 2023-11-14 00:40:00 218 381.320349 299.7231650 0.8122875
#> 220 2023-11-14 00:41:00 219 330.708570 287.7499625 0.8387935
#> 221 2023-11-14 00:42:00 220 326.613617 265.7516400 0.8527105
#> 222 2023-11-14 00:43:00 221 322.619901 259.3219520 0.7948300
#> 223 2023-11-14 00:44:00 222 295.159526 256.0947595 0.7952685
#> 224 2023-11-14 00:45:00 223 277.783596 234.1488175 0.8035430
#> 225 2023-11-14 00:46:00 224 309.460147 243.2784555 0.7482425
#> 226 2023-11-14 00:47:00 225 307.344755 224.1762685 0.7849655
#> 227 2023-11-14 00:48:00 226 301.566585 238.2402635 0.7752525
#> 228 2023-11-14 00:49:00 227 319.584047 246.5220580 0.7526270
#> 229 2023-11-14 00:50:00 228 317.123520 256.9899540 0.7192965
#> 230 2023-11-14 00:51:00 229 371.077087 268.6287700 0.7615335
#> 231 2023-11-14 00:52:00 230 339.922920 283.2634965 0.7951320
#> 232 2023-11-14 00:53:00 231 371.388303 282.5863225 0.8041010
#> 233 2023-11-14 00:54:00 232 346.316115 282.4575985 0.7806550
#> 234 2023-11-14 00:55:00 233 341.648128 260.7533925 0.8463485
#> 235 2023-11-14 00:56:00 234 313.184624 266.2180850 0.7711950
#> 236 2023-11-14 00:57:00 235 297.868490 240.6544390 0.8163665
#> 237 2023-11-14 00:58:00 236 273.172052 226.7176220 0.8124215
#> 238 2023-11-14 00:59:00 237 261.044944 200.8931575 0.8505490
#> 239 2023-11-14 01:00:00 238 282.636008 221.7239945 0.7825275
#> 240 2023-11-14 01:01:00 239 309.448147 261.4624370 0.8490415
#> 241 2023-11-14 01:02:00 240 336.414445 286.8361670 0.8174805
#> 242 2023-11-14 01:03:00 241 345.303008 302.5224920 0.8182665
#> 243 2023-11-14 01:04:00 242 363.802909 302.0263075 0.7816010
#> 244 2023-11-14 01:05:00 243 351.377656 268.9457835 0.7496340
#> 245 2023-11-14 01:06:00 244 345.427673 259.2713350 0.7814715
#> 246 2023-11-14 01:07:00 245 301.765133 239.7572320 0.7421875
#> 247 2023-11-14 01:08:00 246 298.561172 219.6314760 0.7383975
#> 248 2023-11-14 01:09:00 247 276.798021 227.9140980 0.7663690
#> 249 2023-11-14 01:10:00 248 271.605921 222.8519580 0.7968885
#> 250 2023-11-14 01:11:00 249 273.847093 247.3492335 0.8519650
#> 251 2023-11-14 01:12:00 250 318.308191 268.9768800 0.7876345
#> 252 2023-11-14 01:13:00 251 321.715075 289.0207230 0.8134065
#> 253 2023-11-14 01:14:00 252 348.600878 282.6778435 0.8165090
#> 254 2023-11-14 01:15:00 253 335.115861 287.8486530 0.8352245
#> 255 2023-11-14 01:16:00 254 346.457483 307.1841500 0.8171090
#> 256 2023-11-14 01:17:00 255 362.034406 278.7458515 0.8159425
#> 257 2023-11-14 01:18:00 256 365.233629 285.0200915 0.7783255
#> 258 2023-11-14 01:19:00 257 344.523649 244.8485040 0.7963360
#> 259 2023-11-14 01:20:00 258 332.056755 252.9532290 0.7825165
#> 260 2023-11-14 01:21:00 259 337.796848 262.0275985 0.7740965
#> 261 2023-11-14 01:22:00 260 364.456052 282.6282365 0.7824775
#> 262 2023-11-14 01:23:00 261 338.862541 301.3965980 0.8064235
#> 263 2023-11-14 01:24:00 262 351.080836 291.6724020 0.9009965
#> 264 2023-11-14 01:25:00 263 346.493690 308.0291385 0.8633295
#> 265 2023-11-14 01:26:00 264 343.941770 321.0004205 0.8553450
#> 266 2023-11-14 01:27:00 265 311.846790 299.4817155 0.8853695
#> 267 2023-11-14 01:28:00 266 309.598907 311.2255995 0.8821015
#> 268 2023-11-14 01:29:00 267 311.845578 325.3648830 0.9770165
#> 269 2023-11-14 01:30:00 268 317.546245 255.7340825 0.9248590
#> 270 2023-11-14 01:31:00 269 287.630602 244.6009190 0.9445490
#> 271 2023-11-14 01:32:00 270 270.032925 235.2346110 0.8223485
#> 272 2023-11-14 01:33:00 271 283.934721 244.9137465 0.8513265
#> 273 2023-11-14 01:34:00 272 299.834794 249.3567815 0.8151485
#> 274 2023-11-14 01:35:00 273 322.321564 239.2207345 0.8285055
#> 275 2023-11-14 01:36:00 274 338.157522 285.3785890 0.7834440
#> 276 2023-11-14 01:37:00 275 335.257291 283.1789965 0.8027630
#> 277 2023-11-14 01:38:00 276 343.618438 281.5297125 0.8213850
#> 278 2023-11-14 01:39:00 277 347.880510 298.2116385 0.8186130
#> 279 2023-11-14 01:40:00 278 327.618940 269.4489235 0.7675145
#> 280 2023-11-14 01:41:00 279 296.725122 259.0004390 0.8303015
#> 281 2023-11-14 01:42:00 280 292.816997 251.3186340 0.9287130
#> 282 2023-11-14 01:43:00 281 285.709928 254.5459270 0.8086095
#> 283 2023-11-14 01:44:00 282 250.235305 237.5204525 0.9107470
#> 284 2023-11-14 01:45:00 283 269.105560 239.0697115 0.9482100
#> 285 2023-11-14 01:46:00 284 285.684768 253.6569655 0.9034060
#> 286 2023-11-14 01:47:00 285 331.646916 304.0534485 0.9589020
#> 287 2023-11-14 01:48:00 286 348.450904 300.4485250 0.9153420
#> 288 2023-11-14 01:49:00 287 368.250966 317.0382625 0.8906295
#> 289 2023-11-14 01:50:00 288 361.812169 320.5351890 0.8705375
#> 290 2023-11-14 01:51:00 289 374.046893 311.6361435 0.8516285
#> 291 2023-11-14 01:52:00 290 336.754026 312.4747655 0.8740645
#> 292 2023-11-14 01:53:00 291 343.849602 269.6221155 0.8438165
#> 293 2023-11-14 01:54:00 292 333.148646 266.4619150 0.8638980
#> 294 2023-11-14 01:55:00 293 329.531243 297.1947620 0.8895615
#> 295 2023-11-14 01:56:00 294 329.566319 286.3416370 0.9268690
#> 296 2023-11-14 01:57:00 295 340.403847 310.7641450 0.8887445
#> 297 2023-11-14 01:58:00 296 355.656595 308.8048245 0.9255135
#> 298 2023-11-14 01:59:00 297 355.410261 314.8628995 0.9697645
#> 299 2023-11-14 02:00:00 298 342.332237 319.2110260 0.9070455
#> 300 2023-11-14 02:01:00 299 329.867469 287.2550785 0.8604915
#> 301 2023-11-14 02:02:00 300 322.882744 307.4660110 0.8872925
#> 302 2023-11-14 02:03:00 301 326.344815 279.2702925 0.8351455
#> 303 2023-11-14 02:04:00 302 326.012868 280.6613050 0.8723555
#> 304 2023-11-14 02:05:00 303 303.588643 246.0050140 0.8527935
#> 305 2023-11-14 02:06:00 304 278.728328 258.4183915 0.9195095
#> 306 2023-11-14 02:07:00 305 308.114885 271.5446605 0.8713155
#> 307 2023-11-14 02:08:00 306 338.220094 279.4912820 0.8389875
#> 308 2023-11-14 02:09:00 307 326.631141 278.1719805 0.8717845
#> 309 2023-11-14 02:10:00 308 336.263158 288.0549630 0.8550630
#> 310 2023-11-14 02:11:00 309 347.139300 332.1164715 0.8761515
#> 311 2023-11-14 02:12:00 310 344.229276 303.5853760 0.8673855
#> 312 2023-11-14 02:13:00 311 324.871032 281.3171995 0.9187780
#> 313 2023-11-14 02:14:00 312 327.031183 272.8261620 0.8970115
#> 314 2023-11-14 02:15:00 313 297.421630 280.5947930 0.9077005
#> 315 2023-11-14 02:16:00 314 262.982629 245.6400265 0.9311590
#> 316 2023-11-14 02:17:00 315 281.685461 248.2841650 0.8557335
#> 317 2023-11-14 02:18:00 316 286.277543 233.5110935 0.8738490
#> 318 2023-11-14 02:19:00 317 278.384871 224.6756350 0.8027230
#> 319 2023-11-14 02:20:00 318 313.656461 238.7456070 0.8245115
#> 320 2023-11-14 02:21:00 319 343.050984 286.5548670 0.8069940
#> 321 2023-11-14 02:22:00 320 339.825986 293.1962415 0.9060615
#> 322 2023-11-14 02:23:00 321 354.491664 282.1717015 0.8211880
#> 323 2023-11-14 02:24:00 322 324.254958 295.1567985 0.8653435
#> 324 2023-11-14 02:25:00 323 307.370914 289.4352715 0.9214020
#> 325 2023-11-14 02:26:00 324 311.517064 296.5082920 0.8545275
#> 326 2023-11-14 02:27:00 325 325.098363 291.2077120 0.8780240
#> 327 2023-11-14 02:28:00 326 332.970430 289.5056740 0.8360315
#> 328 2023-11-14 02:29:00 327 303.425164 279.5619920 0.9160175
#> 329 2023-11-14 02:30:00 328 324.691463 298.4905415 0.8967525
#> 330 2023-11-14 02:31:00 329 384.227686 318.3861630 0.8727090
#> 331 2023-11-14 02:32:00 330 386.305769 321.4348265 0.8114830
#> 332 2023-11-14 02:33:00 331 396.453344 320.4562510 0.8092625
#> 333 2023-11-14 02:34:00 332 396.364125 298.4152025 0.8066185
#> 334 2023-11-14 02:35:00 333 355.918520 304.3032375 0.8024090
#> 335 2023-11-14 02:36:00 334 345.342225 263.1305380 0.7781660
#> 336 2023-11-14 02:37:00 335 340.734743 258.6209125 0.7892580
#> 337 2023-11-14 02:38:00 336 324.734114 242.2415655 0.7523320
#> 338 2023-11-14 02:39:00 337 294.655098 235.2004060 0.7750985
#> 339 2023-11-14 02:40:00 338 313.147970 259.5313830 0.8425135
#> 340 2023-11-14 02:41:00 339 329.178815 288.6600975 0.8052140
#> 341 2023-11-14 02:42:00 340 351.967071 300.1899825 0.8417800
#> 342 2023-11-14 02:43:00 341 342.969118 293.7533935 0.8293880
#> 343 2023-11-14 02:44:00 342 349.873666 336.3897200 0.8095330
#> 344 2023-11-14 02:45:00 343 416.678360 313.8276305 0.8552600
#> 345 2023-11-14 02:46:00 344 420.464785 323.9753145 0.8035450
#> 346 2023-11-14 02:47:00 345 403.072388 312.7666215 0.7396875
#> 347 2023-11-14 02:48:00 346 401.555590 326.0623995 0.7718385
#> 348 2023-11-14 02:49:00 347 383.920346 296.3206360 0.7805220
#> 349 2023-11-14 02:50:00 348 385.805891 295.9243980 0.7418390
#> 350 2023-11-14 02:51:00 349 351.376053 284.7935275 0.7564910
#> 351 2023-11-14 02:52:00 350 325.477951 251.7386360 0.7498575
#> 352 2023-11-14 02:53:00 351 295.069032 243.2691375 0.7839675
#> 353 2023-11-14 02:54:00 352 298.470641 244.8160220 0.8118635
#> 354 2023-11-14 02:55:00 353 307.122763 253.7830400 0.8343375
#> 355 2023-11-14 02:56:00 354 311.696917 256.7464415 0.9204260
#> 356 2023-11-14 02:57:00 355 324.213077 264.4321255 0.9089845
#> 357 2023-11-14 02:58:00 356 306.437699 284.4101460 0.8751645
#> 358 2023-11-14 02:59:00 357 341.149141 279.9339330 0.8486220
#> 359 2023-11-14 03:00:00 358 322.976080 271.6763795 0.8699545
#> 360 2023-11-14 03:01:00 359 324.042592 266.6502390 0.8537710
#> 361 2023-11-14 03:02:00 360 292.196047 246.9628445 0.8486950
#> 362 2023-11-14 03:03:00 361 284.500851 239.1471955 0.7407335
#> 363 2023-11-14 03:04:00 362 283.593953 219.2120010 0.7789495
#> 364 2023-11-14 03:05:00 363 294.511241 227.8730830 0.8132255
#> 365 2023-11-14 03:06:00 364 319.700100 250.9222680 0.7831870
#> 366 2023-11-14 03:07:00 365 331.194299 274.5984705 0.7839475
#> 367 2023-11-14 03:08:00 366 347.326153 247.6272250 0.8560000
#> 368 2023-11-14 03:09:00 367 351.257052 282.7070470 0.8207695
#> 369 2023-11-14 03:10:00 368 358.521424 311.4914490 0.7816085
#> 370 2023-11-14 03:11:00 369 355.740796 284.1303325 0.8641370
#> 371 2023-11-14 03:12:00 370 338.240502 294.7451815 0.8318745
#> 372 2023-11-14 03:13:00 371 334.729895 288.6268095 0.8140305
#> 373 2023-11-14 03:14:00 372 335.843149 277.1066795 0.7980725
#> 374 2023-11-14 03:15:00 373 301.947878 256.4231900 0.8451770
#> 375 2023-11-14 03:16:00 374 320.820034 261.0989905 0.8793405
#> 376 2023-11-14 03:17:00 375 352.012285 252.8618985 0.8335360
#> 377 2023-11-14 03:18:00 376 320.272234 238.5061750 0.8028485
#> 378 2023-11-14 03:19:00 377 315.871050 256.8358845 0.8319765
#> 379 2023-11-14 03:20:00 378 324.022283 271.2712280 0.8394170
#> 380 2023-11-14 03:21:00 379 316.746119 255.6392565 0.8273705
#> 381 2023-11-14 03:22:00 380 310.581459 266.1611915 0.8836315
#> 382 2023-11-14 03:23:00 381 310.444906 274.9873050 0.8466360
#> 383 2023-11-14 03:24:00 382 324.861348 259.6108290 0.8691840
#> 384 2023-11-14 03:25:00 383 323.924509 287.8735110 0.8888515
#> 385 2023-11-14 03:26:00 384 337.005452 272.3815120 0.8962775
#> 386 2023-11-14 03:27:00 385 323.020460 298.0743370 0.8405870
#> 387 2023-11-14 03:28:00 386 343.161979 297.4817155 0.8949975
#> 388 2023-11-14 03:29:00 387 343.443015 287.2520580 0.8248980
#> 389 2023-11-14 03:30:00 388 325.337692 273.4914835 0.8839120
#> 390 2023-11-14 03:31:00 389 333.430325 304.3296115 0.9222165
#> 391 2023-11-14 03:32:00 390 333.050543 298.8118815 0.8562170
#> 392 2023-11-14 03:33:00 391 342.339561 271.1977725 0.8250030
#> 393 2023-11-14 03:34:00 392 343.471248 265.9447575 0.8930495
#> 394 2023-11-14 03:35:00 393 301.526768 279.0733745 0.8350115
#> 395 2023-11-14 03:36:00 394 326.646965 258.5365915 0.9110015
#> 396 2023-11-14 03:37:00 395 305.651564 281.6727540 0.7798420
#> 397 2023-11-14 03:38:00 396 342.391045 262.5004735 0.7856415
#> 398 2023-11-14 03:39:00 397 338.256624 298.6117735 0.8038260
#> 399 2023-11-14 03:40:00 398 387.169272 333.5270025 0.8513940
#> 400 2023-11-14 03:41:00 399 402.755438 338.1685330 0.9015525
#> 401 2023-11-14 03:42:00 400 421.936176 402.7067150 0.9164565
#> 402 2023-11-14 03:43:00 401 421.068327 424.4372590 0.8869705
#> 403 2023-11-14 03:44:00 402 439.503587 381.9090255 0.8954330
#> 404 2023-11-14 03:45:00 403 464.210172 401.0977565 0.9231795
#> 405 2023-11-14 03:46:00 404 411.542445 398.1650835 0.9040675
#> 406 2023-11-14 03:47:00 405 381.302420 364.0723920 0.9287235
#> 407 2023-11-14 03:48:00 406 399.539415 346.2540335 0.8671370
#> 408 2023-11-14 03:49:00 407 386.136697 307.2831870 0.8419930
#> 409 2023-11-14 03:50:00 408 365.056666 273.5309370 0.8550715
#> 410 2023-11-14 03:51:00 409 342.308290 275.1929630 0.8534325
#> 411 2023-11-14 03:52:00 410 324.708425 254.2487085 0.8725480
#> 412 2023-11-14 03:53:00 411 310.048330 260.8884435 0.8020015
#> 413 2023-11-14 03:54:00 412 297.071103 259.1133980 0.7839955
#> 414 2023-11-14 03:55:00 413 282.158975 236.4494645 0.8128035
#> 415 2023-11-14 03:56:00 414 296.276004 255.2055070 0.9010490
#> 416 2023-11-14 03:57:00 415 281.345974 232.8453210 0.8985700
#> 417 2023-11-14 03:58:00 416 287.322218 229.8377610 0.8535070
#> 418 2023-11-14 03:59:00 417 287.555013 230.2791265 0.8618660
#> 419 2023-11-14 04:00:00 418 314.359850 255.8945700 0.8785595
#> 420 2023-11-14 04:01:00 419 323.563707 242.5887935 0.8358780
#> 421 2023-11-14 04:02:00 420 306.378394 245.4828740 0.7806850
#> 422 2023-11-14 04:03:00 421 322.841352 240.5461130 0.7561940
#> 423 2023-11-14 04:04:00 422 350.852223 243.9730800 0.7728745
#> 424 2023-11-14 04:05:00 423 358.283506 252.3285965 0.8298330
#> 425 2023-11-14 04:06:00 424 337.912001 284.3504170 0.7985560
#> 426 2023-11-14 04:07:00 425 333.213644 306.1897040 0.8184370
#> 427 2023-11-14 04:08:00 426 329.800709 302.4313100 0.8541275
#> 428 2023-11-14 04:09:00 427 360.272110 313.0349715 0.8663230
#> 429 2023-11-14 04:10:00 428 324.414323 309.7115335 0.8937925
#> 430 2023-11-14 04:11:00 429 379.666359 322.2931475 0.8614970
#> 431 2023-11-14 04:12:00 430 345.330791 299.3820990 0.8238760
#> 432 2023-11-14 04:13:00 431 358.913127 303.1383300 0.8363770
#> 433 2023-11-14 04:14:00 432 331.148493 292.7241880 0.8466780
#> 434 2023-11-14 04:15:00 433 324.749458 288.0443280 0.8289170
#> 435 2023-11-14 04:16:00 434 342.694122 272.4878250 0.8513520
#> 436 2023-11-14 04:17:00 435 325.683338 263.0605495 0.8315560
#> 437 2023-11-14 04:18:00 436 330.055945 276.4018025 0.8127980
#> 438 2023-11-14 04:19:00 437 311.633138 264.7534595 0.8109555
#> 439 2023-11-14 04:20:00 438 329.497803 269.2003730 0.8632465
#> 440 2023-11-14 04:21:00 439 291.335415 258.6391550 0.8198655
#> 441 2023-11-14 04:22:00 440 336.585038 267.2304445 0.7869030
#> 442 2023-11-14 04:23:00 441 345.425323 264.7935560 0.7934535
#> 443 2023-11-14 04:24:00 442 382.471290 302.7674375 0.8180310
#> 444 2023-11-14 04:25:00 443 381.646171 314.9026875 0.9143150
#> 445 2023-11-14 04:26:00 444 336.715072 338.7123255 0.9006855
#> 446 2023-11-14 04:27:00 445 342.081215 334.7869890 0.8939455
#> 447 2023-11-14 04:28:00 446 380.824842 340.0625800 0.8815135
#> 448 2023-11-14 04:29:00 447 397.717501 358.5789560 0.8575035
#> 449 2023-11-14 04:30:00 448 331.506550 319.7407290 0.8605595
#> 450 2023-11-14 04:31:00 449 350.417032 322.4994130 0.8871960
#> 451 2023-11-14 04:32:00 450 368.212305 318.2324995 0.8924455
#> 452 2023-11-14 04:33:00 451 349.778223 311.7393975 0.7955890
#> 453 2023-11-14 04:34:00 452 393.206007 298.2148165 0.8216615
#> 454 2023-11-14 04:35:00 453 342.301513 281.8125435 0.8109815
#> 455 2023-11-14 04:36:00 454 340.055056 277.9108405 0.8455870
#> 456 2023-11-14 04:37:00 455 329.315835 288.9901955 0.7673900
#> 457 2023-11-14 04:38:00 456 333.578541 275.1967995 0.7929635
#> 458 2023-11-14 04:39:00 457 326.038815 264.1724860 0.7803230
#> 459 2023-11-14 04:40:00 458 304.097458 259.0607220 0.8200195
#> 460 2023-11-14 04:41:00 459 292.742047 263.0014360 0.8126860
#> 461 2023-11-14 04:42:00 460 301.474379 259.0237405 0.8402685
#> 462 2023-11-14 04:43:00 461 323.973304 286.6712825 0.8777980
#> 463 2023-11-14 04:44:00 462 298.104308 250.9353410 0.8582640
#> 464 2023-11-14 04:45:00 463 297.650073 263.5019615 0.8466700
#> 465 2023-11-14 04:46:00 464 329.874099 288.0580045 0.8864110
#> 466 2023-11-14 04:47:00 465 344.169588 272.4006360 0.8590730
#> 467 2023-11-14 04:48:00 466 335.361787 264.7574950 0.8239160
#> 468 2023-11-14 04:49:00 467 341.408609 285.5089155 0.8127975
#> 469 2023-11-14 04:50:00 468 347.412540 265.8238430 0.8372025
#> 470 2023-11-14 04:51:00 469 337.837685 296.3789895 0.7635090
#> 471 2023-11-14 04:52:00 470 352.046137 280.8018435 0.8443210
#> 472 2023-11-14 04:53:00 471 344.737586 280.7578480 0.8449150
#> 473 2023-11-14 04:54:00 472 334.131165 285.6584460 0.7894140
#> 474 2023-11-14 04:55:00 473 307.450925 273.0032080 0.8786270
#> 475 2023-11-14 04:56:00 474 314.518006 268.4925060 0.9366990
#> 476 2023-11-14 04:57:00 475 321.770825 276.5010065 0.8352490
#> 477 2023-11-14 04:58:00 476 323.273230 284.3223390 0.9086595
#> 478 2023-11-14 04:59:00 477 320.974560 288.5879030 0.8876650
#> 479 2023-11-14 05:00:00 478 320.836755 262.7095255 0.9029225
#> 480 2023-11-14 05:01:00 479 314.535145 282.1422650 0.8205440
#> 481 2023-11-14 05:02:00 480 333.358557 277.1035335 0.8720530
#> 482 2023-11-14 05:03:00 481 352.004048 286.1855845 0.8540725
#> 483 2023-11-14 05:04:00 482 320.911701 289.2164490 0.8291635
#> 484 2023-11-14 05:05:00 483 351.563798 290.0717035 0.8146010
#> 485 2023-11-14 05:06:00 484 339.101601 306.0274245 0.8652475
#> 486 2023-11-14 05:07:00 485 329.762967 288.8265195 0.8030540
#> 487 2023-11-14 05:08:00 486 354.910732 294.9044425 0.8422790
#> 488 2023-11-14 05:09:00 487 361.777557 308.4707890 0.7966935
#> 489 2023-11-14 05:10:00 488 325.612981 287.1683155 0.8478575
#> 490 2023-11-14 05:11:00 489 327.096970 287.7409035 0.8987510
#> 491 2023-11-14 05:12:00 490 360.874074 315.8701610 0.8762465
#> 492 2023-11-14 05:13:00 491 353.213558 303.6228690 0.7944610
#> 493 2023-11-14 05:14:00 492 352.310024 312.1943565 0.8744985
#> 494 2023-11-14 05:15:00 493 328.209133 278.7824305 0.8134160
#> 495 2023-11-14 05:16:00 494 335.776133 302.0739320 0.7732100
#> 496 2023-11-14 05:17:00 495 360.298287 282.0639870 0.8583775
#> 497 2023-11-14 05:18:00 496 374.714001 274.4050265 0.7263730
#> 498 2023-11-14 05:19:00 497 359.150512 294.9805510 0.7249955
#> 499 2023-11-14 05:20:00 498 340.277584 277.5771935 0.7937410
#> 500 2023-11-14 05:21:00 499 317.782487 281.7338860 0.8838125
#> 501 2023-11-14 05:22:00 500 321.789444 257.8514820 0.8241835
#> 502 2023-11-14 05:23:00 501 311.650916 265.6142940 0.8481585
#> 503 2023-11-14 05:24:00 502 324.269361 286.0675590 0.8370245
#> 504 2023-11-14 05:25:00 503 336.453242 271.3809055 0.8868760
#> 505 2023-11-14 05:26:00 504 317.997452 279.9640640 0.8346525
#> 506 2023-11-14 05:27:00 505 343.254416 288.5056280 0.8475595
#> 507 2023-11-14 05:28:00 506 334.593767 273.5378810 0.8153545
#> 508 2023-11-14 05:29:00 507 346.688238 278.8394735 0.7939450
#> 509 2023-11-14 05:30:00 508 348.933909 293.2396680 0.8105715
#> 510 2023-11-14 05:31:00 509 354.224574 275.1676410 0.8048735
#> 511 2023-11-14 05:32:00 510 371.991155 292.1840730 0.7686365
#> 512 2023-11-14 05:33:00 511 352.747796 271.6218540 0.8045055
#> 513 2023-11-14 05:34:00 512 339.754436 271.5581315 0.7864335
#> 514 2023-11-14 05:35:00 513 350.649838 285.9591485 0.8302175
#> 515 2023-11-14 05:36:00 514 336.905339 269.4009685 0.7692385
#> 516 2023-11-14 05:37:00 515 331.481847 271.8887425 0.7966970
#> 517 2023-11-14 05:38:00 516 345.760191 259.0220450 0.8185295
#> 518 2023-11-14 05:39:00 517 357.234655 270.5420580 0.7991385
#> 519 2023-11-14 05:40:00 518 312.729166 273.6924080 0.7970395
#> 520 2023-11-14 05:41:00 519 323.775067 275.7916775 0.8431965
#> 521 2023-11-14 05:42:00 520 318.522145 271.6116625 0.8217640
#> 522 2023-11-14 05:43:00 521 328.369872 266.3403150 0.9177320
#> 523 2023-11-14 05:44:00 522 319.742571 279.5726495 0.8658485
#> 524 2023-11-14 05:45:00 523 328.214335 275.3410080 0.8772580
#> 525 2023-11-14 05:46:00 524 294.764719 259.1128075 0.8636725
#> 526 2023-11-14 05:47:00 525 298.266590 241.9500775 0.8053065
#> 527 2023-11-14 05:48:00 526 319.956268 255.1927135 0.8141050
#> 528 2023-11-14 05:49:00 527 323.283093 244.9524855 0.7944105
#> 529 2023-11-14 05:50:00 528 365.839672 299.1737135 0.7913910
#> 530 2023-11-14 05:51:00 529 367.887476 294.1633325 0.8536615
#> 531 2023-11-14 05:52:00 530 372.159075 345.1340980 0.8399475
#> 532 2023-11-14 05:53:00 531 409.266375 321.8536425 0.8604530
#> 533 2023-11-14 05:54:00 532 413.146918 335.1348645 0.8278000
#> 534 2023-11-14 05:55:00 533 370.023731 342.2461690 0.8562535
#> 535 2023-11-14 05:56:00 534 378.383890 332.2917085 0.8270715
#> 536 2023-11-14 05:57:00 535 349.250968 327.8058390 0.8450770
#> 537 2023-11-14 05:58:00 536 322.473170 290.5580175 0.8780235
#> 538 2023-11-14 05:59:00 537 341.132237 268.9868585 0.8281630
#> 539 2023-11-14 06:00:00 538 318.308999 279.5014960 0.9016005
#> 540 2023-11-14 06:01:00 539 295.684653 251.3264520 0.8985485
#> 541 2023-11-14 06:02:00 540 331.143782 285.4845740 0.8400930
#> 542 2023-11-14 06:03:00 541 321.252117 280.6326550 0.8108380
#> 543 2023-11-14 06:04:00 542 324.093420 274.4080860 0.8322815
#> 544 2023-11-14 06:05:00 543 332.584503 308.8583575 0.8170275
#> 545 2023-11-14 06:06:00 544 343.322143 277.7024725 0.7991900
#> 546 2023-11-14 06:07:00 545 376.107852 313.5519455 0.7722750
#> 547 2023-11-14 06:08:00 546 377.161879 344.3731995 0.7892450
#> 548 2023-11-14 06:09:00 547 369.767454 320.5689240 0.8420925
#> 549 2023-11-14 06:10:00 548 366.480167 325.1286415 0.8205615
#> 550 2023-11-14 06:11:00 549 346.584383 305.8323565 0.8385215
#> 551 2023-11-14 06:12:00 550 369.778098 310.4581350 0.8209575
#> 552 2023-11-14 06:13:00 551 325.427371 302.5271940 0.9014940
#> 553 2023-11-14 06:14:00 552 336.150667 287.4656205 0.8436130
#> 554 2023-11-14 06:15:00 553 327.012860 268.1057350 0.7751945
#> 555 2023-11-14 06:16:00 554 319.961364 253.1767585 0.8301450
#> 556 2023-11-14 06:17:00 555 321.570537 261.9364990 0.8187160
#> 557 2023-11-14 06:18:00 556 352.778862 277.4322310 0.7969950
#> 558 2023-11-14 06:19:00 557 344.293712 262.0961465 0.8709535
#> 559 2023-11-14 06:20:00 558 332.500372 280.9874900 0.7816730
#> 560 2023-11-14 06:21:00 559 324.490079 273.3702530 0.7995405
#> 561 2023-11-14 06:22:00 560 335.221116 270.3512120 0.7861975
#> 562 2023-11-14 06:23:00 561 355.524624 283.5021910 0.8027210
#> 563 2023-11-14 06:24:00 562 309.870234 286.6188440 0.8686665
#> 564 2023-11-14 06:25:00 563 315.768341 265.5794620 0.8856885
#> 565 2023-11-14 06:26:00 564 328.640192 264.4350670 0.8362630
#> 566 2023-11-14 06:27:00 565 321.268495 270.5575190 0.8144500
#> 567 2023-11-14 06:28:00 566 315.327766 250.8439800 0.8617550
#> 568 2023-11-14 06:29:00 567 315.766330 277.6583190 0.8816630
#> 569 2023-11-14 06:30:00 568 320.423988 291.0712110 0.8532135
#> 570 2023-11-14 06:31:00 569 357.741151 295.5824490 0.8078450
#> 571 2023-11-14 06:32:00 570 373.230209 312.2412490 0.8173460
#> 572 2023-11-14 06:33:00 571 373.185915 292.1842305 0.7884210
#> 573 2023-11-14 06:34:00 572 350.874112 303.9659140 0.8221635
#> 574 2023-11-14 06:35:00 573 389.196601 302.9665455 0.7884060
#> 575 2023-11-14 06:36:00 574 353.730153 282.8297660 0.7883875
#> 576 2023-11-14 06:37:00 575 329.117627 273.6347715 0.8472485
#> 577 2023-11-14 06:38:00 576 335.344195 279.1963685 0.8319825
#> 578 2023-11-14 06:39:00 577 333.086211 289.7159105 0.8110395
#> 579 2023-11-14 06:40:00 578 341.853416 264.7549795 0.8872035
#> 580 2023-11-14 06:41:00 579 315.459746 275.5152645 0.8549460
#> 581 2023-11-14 06:42:00 580 367.904155 333.5320685 0.8724015
#> 582 2023-11-14 06:43:00 581 410.147598 359.3789855 0.9920175
#> 583 2023-11-14 06:44:00 582 372.734406 378.7598810 0.9217820
#> 584 2023-11-14 06:45:00 583 403.196060 376.7514495 0.8776970
#> 585 2023-11-14 06:46:00 584 524.562304 462.2263820 0.8977665
#> 586 2023-11-14 06:47:00 585 546.151797 475.7829985 0.8249655
#> 587 2023-11-14 06:48:00 586 604.374029 490.6168120 0.8070190
#> 588 2023-11-14 06:49:00 587 575.988571 477.1883320 0.8436835
#> 589 2023-11-14 06:50:00 588 572.736895 444.1621245 0.8153680
#> 590 2023-11-14 06:51:00 589 528.872408 407.6477670 0.8174830
#> 591 2023-11-14 06:52:00 590 505.569488 413.3367075 0.8397490
#> 592 2023-11-14 06:53:00 591 486.222724 433.0746415 0.8246990
#> 593 2023-11-14 06:54:00 592 495.805757 429.2421090 0.8870380
#> 594 2023-11-14 06:55:00 593 420.645728 389.7474410 0.8613150
#> 595 2023-11-14 06:56:00 594 470.267023 415.6516695 0.9692470
#> 596 2023-11-14 06:57:00 595 537.251941 470.6899265 0.9140305
#> 597 2023-11-14 06:58:00 596 593.514823 544.5589855 0.8149490
#> 598 2023-11-14 06:59:00 597 616.547472 502.2951145 0.7826305
#> 599 2023-11-14 07:00:00 598 575.822816 504.3779295 0.8190725
#> 600 2023-11-14 07:01:00 599 633.089626 530.8610190 0.8166935
#> 601 2023-11-14 07:02:00 600 648.433013 559.9593425 0.8557635
#> 602 2023-11-14 07:03:00 601 652.214388 579.0123085 0.8537585
#> 603 2023-11-14 07:04:00 602 605.261130 562.4518575 0.8579390
#> 604 2023-11-14 07:05:00 603 601.289240 509.4553050 0.8659055
#> 605 2023-11-14 07:06:00 604 515.518345 429.6826490 0.8189805
#> 606 2023-11-14 07:07:00 605 475.530298 405.0390495 0.8564260
#> 607 2023-11-14 07:08:00 606 438.473358 372.0073945 0.8549960
#> 608 2023-11-14 07:09:00 607 428.592532 339.9302410 0.8605130
#> 609 2023-11-14 07:10:00 608 393.623627 345.6459750 0.8155240
#> 610 2023-11-14 07:11:00 609 393.578002 362.2399455 0.8997495
#> 611 2023-11-14 07:12:00 610 401.231891 345.0272200 0.9243005
#> 612 2023-11-14 07:13:00 611 415.042285 367.9092985 0.8889975
#> 613 2023-11-14 07:14:00 612 423.847727 395.1344875 0.8960075
#> 614 2023-11-14 07:15:00 613 447.712947 385.9714390 0.8359815
#> 615 2023-11-14 07:16:00 614 410.298210 376.6616140 0.9586745
#> 616 2023-11-14 07:17:00 615 382.198233 355.2402545 0.9222305
#> 617 2023-11-14 07:18:00 616 400.041652 353.3792980 0.8539720
#> 618 2023-11-14 07:19:00 617 405.586155 346.6187605 0.9022390
#> 619 2023-11-14 07:20:00 618 463.581878 347.7133580 0.7999270
#> 620 2023-11-14 07:21:00 619 413.829480 333.3908885 0.8227040
#> 621 2023-11-14 07:22:00 620 375.609051 348.0949985 0.8296250
#> 622 2023-11-14 07:23:00 621 433.783889 376.1440075 0.8690850
#> 623 2023-11-14 07:24:00 622 391.720887 387.8627210 0.8763745
#> 624 2023-11-14 07:25:00 623 389.405935 368.8768710 0.8916330
#> 625 2023-11-14 07:26:00 624 405.386316 375.4727000 0.8905255
#> 626 2023-11-14 07:27:00 625 415.878377 382.7124735 0.9436310
#> 627 2023-11-14 07:28:00 626 413.863169 350.5114740 0.8849380
#> 628 2023-11-14 07:29:00 627 421.955367 405.0754940 0.9196705
#> 629 2023-11-14 07:30:00 628 451.260492 401.3476440 0.9019165
#> 630 2023-11-14 07:31:00 629 433.411270 392.1243160 0.9061200
#> 631 2023-11-14 07:32:00 630 476.947087 442.8909325 0.9160770
#> 632 2023-11-14 07:33:00 631 511.162091 389.3483950 0.8185920
#> 633 2023-11-14 07:34:00 632 495.297798 436.1494785 0.8491785
#> 634 2023-11-14 07:35:00 633 522.322353 462.1195960 0.8347020
#> 635 2023-11-14 07:36:00 634 480.894617 405.8290460 0.7973015
#> 636 2023-11-14 07:37:00 635 499.937830 385.1517560 0.7830570
#> 637 2023-11-14 07:38:00 636 471.437416 365.6763540 0.8343435
#> 638 2023-11-14 07:39:00 637 428.761968 337.9958085 0.7954145
#> 639 2023-11-14 07:40:00 638 393.365858 271.6967690 0.7576770
#> 640 2023-11-14 07:41:00 639 328.306969 253.6531070 0.7741115
#> 641 2023-11-14 07:42:00 640 317.583257 243.7283200 0.7466305
#> 642 2023-11-14 07:43:00 641 301.884179 235.2970795 0.8068510
#> 643 2023-11-14 07:44:00 642 336.861046 245.8751830 0.7626995
#> 644 2023-11-14 07:45:00 643 321.084639 261.9398195 0.8214475
#> 645 2023-11-14 07:46:00 644 335.479242 291.1364170 0.8439310
#> 646 2023-11-14 07:47:00 645 416.659355 340.6393345 0.7878905
#> 647 2023-11-14 07:48:00 646 458.046512 367.0353145 0.8093720
#> 648 2023-11-14 07:49:00 647 490.195942 394.9149230 0.8365445
#> 649 2023-11-14 07:50:00 648 499.430628 411.3272690 0.7780215
#> 650 2023-11-14 07:51:00 649 459.123512 356.7061310 0.8190545
#> 651 2023-11-14 07:52:00 650 441.766932 349.1959245 0.7543670
#> 652 2023-11-14 07:53:00 651 474.143140 353.7320470 0.7938485
#> 653 2023-11-14 07:54:00 652 427.312603 332.2441985 0.7746625
#> 654 2023-11-14 07:55:00 653 379.197052 318.0025125 0.7615735
#> 655 2023-11-14 07:56:00 654 360.271696 282.5798880 0.7842230
#> 656 2023-11-14 07:57:00 655 383.245998 309.0874455 0.8329150
#> 657 2023-11-14 07:58:00 656 405.015479 323.1265780 0.8262280
#> 658 2023-11-14 07:59:00 657 436.996799 352.0753890 0.8256235
#> 659 2023-11-14 08:00:00 658 422.225088 367.9097285 0.7459285
#> 660 2023-11-14 08:01:00 659 461.854642 354.6472280 0.7486390
#> 661 2023-11-14 08:02:00 660 455.600076 350.8559100 0.6980950
#> 662 2023-11-14 08:03:00 661 470.703289 354.5292690 0.7941540
#> 663 2023-11-14 08:04:00 662 481.035216 372.7143790 0.7921585
#> 664 2023-11-14 08:05:00 663 477.091174 368.6174450 0.7564145
#> 665 2023-11-14 08:06:00 664 446.267966 362.9867445 0.7668635
#> 666 2023-11-14 08:07:00 665 399.386543 336.7720790 0.7144495
#> 667 2023-11-14 08:08:00 666 403.403737 345.8025365 0.8202080
#> 668 2023-11-14 08:09:00 667 390.213717 306.9233520 0.7354320
#> 669 2023-11-14 08:10:00 668 400.380660 330.6615815 0.7589420
#> 670 2023-11-14 08:11:00 669 391.993743 341.4421955 0.8402825
#> 671 2023-11-14 08:12:00 670 430.468474 328.2798385 0.7843780
#> 672 2023-11-14 08:13:00 671 414.005350 338.9233285 0.8523785
#> 673 2023-11-14 08:14:00 672 438.957046 336.0177620 0.8495875
#> 674 2023-11-14 08:15:00 673 423.730549 349.0721130 0.8729545
#> 675 2023-11-14 08:16:00 674 384.707851 355.6281180 0.7946695
#> 676 2023-11-14 08:17:00 675 447.198291 343.7956215 0.7349905
#> 677 2023-11-14 08:18:00 676 493.729034 390.9706425 0.7702605
#> 678 2023-11-14 08:19:00 677 481.446765 360.7708235 0.7511145
#> 679 2023-11-14 08:20:00 678 502.081923 355.3660375 0.7522720
#> 680 2023-11-14 08:21:00 679 484.478076 408.0424055 0.7278275
#> 681 2023-11-14 08:22:00 680 517.987616 389.8906965 0.7808955
#> 682 2023-11-14 08:23:00 681 500.031042 428.5574720 0.8739385
#> 683 2023-11-14 08:24:00 682 468.347693 426.3164535 0.8303395
#> 684 2023-11-14 08:25:00 683 451.926391 378.1633130 0.8396145
#> 685 2023-11-14 08:26:00 684 416.864623 396.8371080 0.9663750
#> 686 2023-11-14 08:27:00 685 445.150975 364.2431325 0.8878655
#> 687 2023-11-14 08:28:00 686 422.493322 372.8354730 0.8907660
#> 688 2023-11-14 08:29:00 687 436.258330 390.8137800 0.8521855
#> 689 2023-11-14 08:30:00 688 414.949015 385.9120865 0.8790915
#> 690 2023-11-14 08:31:00 689 470.403205 410.1410690 0.8670625
#> 691 2023-11-14 08:32:00 690 464.265600 390.6960650 0.8612440
#> 692 2023-11-14 08:33:00 691 478.886640 415.6235565 0.8315335
#> 693 2023-11-14 08:34:00 692 467.495285 377.2523195 0.8637380
#> 694 2023-11-14 08:35:00 693 488.967955 370.7039620 0.8032975
#> 695 2023-11-14 08:36:00 694 407.801121 362.1846950 0.8885175
#> 696 2023-11-14 08:37:00 695 397.208891 341.9086680 0.8558900
#> 697 2023-11-14 08:38:00 696 397.701673 342.6603230 0.9654570
#> 698 2023-11-14 08:39:00 697 371.008462 358.7518005 0.9724130
#> 699 2023-11-14 08:40:00 698 405.428186 367.2823555 0.9223870
#> 700 2023-11-14 08:41:00 699 443.779848 388.3247655 0.8868585
#> 701 2023-11-14 08:42:00 700 467.141577 426.4501105 0.7994550
#> 702 2023-11-14 08:43:00 701 529.581839 430.7762615 0.9127435
#> 703 2023-11-14 08:44:00 702 517.396783 436.1145150 0.9117430
#> 704 2023-11-14 08:45:00 703 515.122204 451.4948015 0.8512020
#> 705 2023-11-14 08:46:00 704 521.979102 439.9862485 0.8735950
#> 706 2023-11-14 08:47:00 705 548.435676 441.0961165 0.8855800
#> 707 2023-11-14 08:48:00 706 513.048804 404.4925880 0.8467700
#> 708 2023-11-14 08:49:00 707 491.855920 401.0446580 0.8310345
#> 709 2023-11-14 08:50:00 708 472.210661 392.5950065 0.8456280
#> 710 2023-11-14 08:51:00 709 483.660440 384.5877195 0.8419750
#> 711 2023-11-14 08:52:00 710 450.093522 375.6500940 0.8757675
#> 712 2023-11-14 08:53:00 711 469.975022 379.5553625 0.8551335
#> 713 2023-11-14 08:54:00 712 449.830537 396.2380230 0.8332715
#> 714 2023-11-14 08:55:00 713 476.649616 432.8178405 0.8647200
#> 715 2023-11-14 08:56:00 714 464.394348 426.6195605 0.9772840
#> 716 2023-11-14 08:57:00 715 456.002389 427.6608000 0.8926545
#> 717 2023-11-14 08:58:00 716 449.558196 417.2812760 1.0010625
#> FiO2 FeO2 FiCO2 FeCO2 Flow Activity Monitor
#> 1 22.15929 21.20009 0.0441985 0.0461015 240.9651 0
#> 2 20.26076 21.57250 0.0436855 0.0473600 230.3053 0
#> 3 20.12879 21.74385 0.0431040 0.0454000 233.9344 0
#> 4 20.51683 21.90608 0.0432565 0.0453790 231.5498 0
#> 5 20.95082 20.77171 0.0432870 0.0432180 199.0001 0
#> 6 19.65017 21.29801 0.0425435 0.0463435 199.7802 0
#> 7 22.05365 21.21867 0.0443915 0.0471340 232.8683 0
#> 8 20.15697 21.01211 0.0398695 0.0501100 250.7952 0
#> 9 21.07630 20.55125 0.0429605 0.0492880 263.4967 0
#> 10 20.08250 19.82343 0.0437465 0.0514540 240.4809 0
#> 11 20.88281 20.94320 0.0443905 0.0523080 231.7030 0
#> 12 19.45100 20.27318 0.0425190 0.0573660 227.1424 0
#> 13 20.76118 21.82775 0.0444705 0.0604480 234.7967 0
#> 14 19.49793 20.55501 0.0429490 0.0695075 192.5606 0
#> 15 21.00086 21.15050 0.0464570 0.0737055 142.5044 0
#> 16 20.89094 19.31386 0.0449615 0.0701650 129.1857 0
#> 17 20.31344 20.75081 0.0426345 0.0792335 122.5511 0
#> 18 19.80281 21.02666 0.0422005 0.0831505 121.0656 0
#> 19 20.91918 20.23761 0.0438175 0.0920320 118.0396 0
#> 20 20.86182 21.75580 0.0433200 0.0836540 124.5814 0
#> 21 19.81123 20.98247 0.0448195 0.0896380 123.0554 0
#> 22 20.97384 18.87223 0.0448705 0.0931365 118.3094 0
#> 23 20.14097 20.40956 0.0429995 0.0929500 120.5053 0
#> 24 21.85817 20.71882 0.0428335 0.0879810 123.7968 0
#> 25 20.36457 20.31560 0.0429970 0.1011725 119.9804 0
#> 26 20.91538 22.05365 0.0401830 0.0973610 118.5148 0
#> 27 21.40030 20.16283 0.0456765 0.0967960 113.8359 0
#> 28 21.52518 21.95500 0.0443685 0.0940770 119.5002 0
#> 29 20.81549 22.08633 0.0423255 0.1041225 115.7851 0
#> 30 21.49779 20.25941 0.0437825 0.1064290 117.4562 0
#> 31 20.57137 20.62238 0.0423400 0.1036185 123.7994 0
#> 32 23.12500 20.01494 0.0407995 0.1094215 112.4691 0
#> 33 21.52575 21.27409 0.0428560 0.1181160 117.6792 0
#> 34 22.11876 20.49760 0.0433205 0.1170635 123.6756 0
#> 35 21.05654 20.88501 0.0418040 0.1154820 115.8854 0
#> 36 20.56025 20.61828 0.0405020 0.1181390 124.0546 0
#> 37 21.28911 20.36548 0.0410610 0.1137715 115.5511 0
#> 38 20.07796 20.65799 0.0391815 0.1136545 126.4657 0
#> 39 21.10643 20.48008 0.0411605 0.1126570 120.5573 0
#> 40 19.68988 19.59919 0.0421080 0.1228505 115.5416 0
#> 41 20.21420 20.29140 0.0420270 0.1238995 117.9261 0
#> 42 20.61254 19.89967 0.0436755 0.1256935 109.4323 0
#> 43 20.14878 20.84663 0.0428165 0.1276055 115.7778 0
#> 44 21.01373 20.46223 0.0434265 0.1326325 118.8825 0
#> 45 20.13995 20.38400 0.0429785 0.1274095 118.3531 0
#> 46 20.96250 20.99517 0.0423035 0.1262445 115.9718 0
#> 47 20.17345 20.22763 0.0399755 0.1257060 124.7758 0
#> 48 20.27237 21.80802 0.0427305 0.1376535 122.2527 0
#> 49 22.05082 21.17304 0.0421035 0.1333025 115.8861 0
#> 50 20.05442 20.88489 0.0434855 0.1390110 123.6027 0
#> 51 20.76754 20.61952 0.0433555 0.1351630 128.9686 0
#> 52 20.44547 20.63198 0.0411065 0.1455620 122.2362 0
#> 53 20.45673 21.37227 0.0417455 0.1332705 112.4255 0
#> 54 21.49024 21.24901 0.0421680 0.1418500 121.5334 0
#> 55 20.40305 21.37658 0.0407590 0.1497195 116.3838 0
#> 56 20.67934 20.53737 0.0402955 0.1439910 115.5474 0
#> 57 21.79622 21.03865 0.0446650 0.1520500 120.0445 0
#> 58 20.78591 21.57751 0.0434415 0.1514745 117.0218 0
#> 59 21.70247 20.73501 0.0419570 0.1460425 114.7794 0
#> 60 20.98109 20.65152 0.0425120 0.1556625 112.1006 0
#> 61 20.55313 21.11750 0.0423780 0.1464015 126.1827 0
#> 62 21.48841 19.32740 0.0419425 0.1482690 119.2944 0
#> 63 19.87776 19.24854 0.0441250 0.1690130 120.1457 0
#> 64 22.07221 20.86192 0.0431665 0.1494925 118.3528 0
#> 65 20.49154 22.28649 0.0407260 0.1500690 122.8925 0
#> 66 21.32536 21.26059 0.0423645 0.1563945 125.9019 0
#> 67 20.57219 21.25507 0.0435055 0.1566040 123.1697 0
#> 68 20.84094 21.02359 0.0436315 0.1713350 124.9642 0
#> 69 20.34207 20.78386 0.0446735 0.1665930 114.9311 0
#> 70 21.23990 21.80554 0.0419505 0.1663745 123.6151 0
#> 71 20.39994 21.03358 0.0435235 0.1581445 122.2542 0
#> 72 20.17495 21.68701 0.0425445 0.1695100 122.8987 0
#> 73 21.37496 20.00204 0.0452915 0.1593670 120.8942 0
#> 74 19.71911 20.57275 0.0405440 0.1534145 125.2401 0
#> 75 19.77809 20.99483 0.0447790 0.1515015 125.3397 0
#> 76 22.93188 20.21309 0.0422585 0.1660385 115.4463 0
#> 77 19.96850 19.57093 0.0441440 0.1623495 110.0653 0
#> 78 21.64697 21.31019 0.0432020 0.1549105 121.8535 0
#> 79 20.81032 21.33575 0.0425755 0.1489125 116.4820 0
#> 80 19.45919 19.62617 0.0428150 0.1505950 115.8378 0
#> 81 19.98493 21.48030 0.0413210 0.1579935 119.8108 0
#> 82 20.33416 21.68705 0.0434850 0.1526180 125.9537 0
#> 83 21.02307 20.91084 0.0432780 0.1568080 125.8365 0
#> 84 20.52400 20.94426 0.0429920 0.1570685 127.8743 0
#> 85 20.47323 21.81106 0.0414155 0.1569115 125.8016 0
#> 86 21.49777 20.13606 0.0413505 0.1489365 115.6060 0
#> 87 21.35766 19.64300 0.0403745 0.1470310 118.7986 0
#> 88 20.82214 20.22266 0.0438140 0.1417235 125.2117 0
#> 89 20.46435 21.35918 0.0440370 0.1402470 113.2744 0
#> 90 21.10972 20.17549 0.0424705 0.1488565 133.3887 0
#> 91 20.46650 19.72258 0.0433200 0.1373425 122.9334 0
#> 92 22.32407 20.38844 0.0442655 0.1501220 126.4843 0
#> 93 19.74673 20.78124 0.0438805 0.1424080 124.8493 0
#> 94 21.78131 19.54500 0.0413565 0.1390585 125.7057 0
#> 95 21.04112 21.96746 0.0436495 0.1518555 131.4594 0
#> 96 20.02769 21.39766 0.0407625 0.1481395 131.2017 0
#> 97 20.66630 20.46914 0.0437475 0.1478020 124.8698 0
#> 98 19.98579 19.73409 0.0453720 0.1680535 121.6234 0
#> 99 21.08263 20.75248 0.0428710 0.1660280 122.3403 0
#> 100 20.89834 20.78364 0.0460740 0.1668970 120.2536 0
#> 101 20.62695 20.63998 0.0413725 0.1744405 113.3117 0
#> 102 20.70224 21.62465 0.0420395 0.1678055 120.4570 0
#> 103 19.19265 21.03053 0.0427470 0.1767210 119.6760 0
#> 104 20.98020 21.06706 0.0429800 0.1803510 124.0469 0
#> 105 21.13852 19.98457 0.0433475 0.1772300 127.8439 0
#> 106 22.82027 20.58703 0.0421450 0.1868665 124.4166 0
#> 107 21.78882 21.41040 0.0458425 0.1953170 111.3987 0
#> 108 20.56774 19.30880 0.0415200 0.1757860 122.7370 0
#> 109 20.84447 20.31316 0.0417100 0.1884680 118.2557 0
#> 110 20.76065 21.36318 0.0428345 0.1712945 118.5964 0
#> 111 20.97392 19.82219 0.0407045 0.1870440 118.6988 0
#> 112 22.17812 21.28634 0.0409765 0.1875420 116.1511 0
#> 113 22.25666 21.16269 0.0439985 0.1929010 113.0738 0
#> 114 21.16126 20.46717 0.0412300 0.1861765 118.2090 0
#> 115 20.69222 21.15493 0.0430330 0.1850035 117.3895 0
#> 116 20.39977 20.05256 0.0425865 0.2034565 114.6866 0
#> 117 20.21804 21.71221 0.0460830 0.1950860 114.1632 0
#> 118 20.50264 21.68349 0.0405755 0.1916560 126.0664 0
#> 119 21.43462 20.22713 0.0450070 0.1818070 118.9676 0
#> 120 21.50251 21.81984 0.0417165 0.1975545 119.0405 0
#> 121 20.30953 20.68755 0.0432045 0.1994165 119.7981 0
#> 122 21.95102 20.80622 0.0417505 0.1934370 125.7107 0
#> 123 22.36362 20.57386 0.0410690 0.2110395 109.4644 0
#> 124 21.34048 19.67063 0.0431090 0.2006160 123.1524 0
#> 125 21.01004 21.25364 0.0443340 0.2016735 114.0944 0
#> 126 21.11010 21.08315 0.0411530 0.2024040 117.6909 0
#> 127 20.92401 21.17085 0.0436035 0.2158950 123.3661 0
#> 128 20.29367 20.92934 0.0440765 0.1988190 116.1666 0
#> 129 20.54871 20.76531 0.0419575 0.2053585 113.8033 0
#> 130 21.58375 20.86003 0.0439805 0.2088960 112.5693 0
#> 131 21.39628 19.62284 0.0440880 0.2059420 122.8808 0
#> 132 21.45962 20.05478 0.0412265 0.2073800 112.6473 0
#> 133 21.42493 20.31282 0.0422160 0.2137200 117.7856 0
#> 134 21.59264 19.71671 0.0430200 0.2063635 121.0928 0
#> 135 19.46945 19.83111 0.0411390 0.1904560 117.4099 0
#> 136 20.07768 21.85486 0.0416195 0.2204240 119.5463 0
#> 137 22.80721 20.41228 0.0424400 0.2010025 121.0786 0
#> 138 20.58728 20.78279 0.0433210 0.2055980 120.1936 0
#> 139 19.16522 19.46136 0.0434460 0.1983560 124.4428 0
#> 140 20.39223 20.83901 0.0453510 0.2251110 112.5020 0
#> 141 20.63496 21.69299 0.0430045 0.2151930 117.1258 0
#> 142 22.06633 20.97991 0.0396905 0.2208490 116.1105 0
#> 143 22.34568 20.39142 0.0426795 0.2277515 115.1050 0
#> 144 20.12121 20.54273 0.0444740 0.2193340 113.8658 0
#> 145 21.73993 19.46194 0.0425790 0.2074225 116.5068 0
#> 146 21.14947 19.95644 0.0440770 0.2201175 113.8350 0
#> 147 20.07241 21.80074 0.0443810 0.2041805 125.3571 0
#> 148 20.23620 21.07027 0.0428355 0.2168610 122.3478 0
#> 149 21.29256 19.94581 0.0402465 0.2056090 121.3176 0
#> 150 21.42281 19.87563 0.0428410 0.2152235 121.5685 0
#> 151 21.32602 21.34174 0.0428045 0.2141240 119.4049 0
#> 152 20.51221 20.54803 0.0427820 0.2230385 119.3050 0
#> 153 21.95787 19.67808 0.0407760 0.2088020 120.4632 0
#> 154 21.71177 19.52159 0.0431025 0.2116780 120.0165 0
#> 155 19.76279 21.11512 0.0426590 0.2192285 110.6720 0
#> 156 20.43202 20.82920 0.0413655 0.2191670 116.5624 0
#> 157 21.71849 21.87682 0.0441215 0.2159380 118.9925 0
#> 158 21.28237 20.23489 0.0426400 0.2173405 112.6486 0
#> 159 20.41957 21.83607 0.0470440 0.2038585 120.3433 0
#> 160 21.03865 21.05153 0.0416615 0.2081370 117.9857 0
#> 161 20.08888 20.54624 0.0436970 0.2334365 121.5001 0
#> 162 20.68566 20.11082 0.0425485 0.2177500 119.1589 0
#> 163 21.04776 20.31949 0.0450685 0.2166440 116.7808 0
#> 164 21.45777 20.42069 0.0432915 0.2294900 122.6714 0
#> 165 21.57972 20.17769 0.0417835 0.2268825 113.9208 0
#> 166 21.05844 21.22653 0.0441205 0.2167600 119.1089 0
#> 167 20.83996 20.91962 0.0414130 0.2241560 120.0464 0
#> 168 19.99724 19.96367 0.0455890 0.2264700 118.3779 0
#> 169 21.27606 20.59714 0.0428965 0.2179255 122.1358 0
#> 170 20.67874 21.42171 0.0416425 0.2381165 116.8528 0
#> 171 21.30045 20.65961 0.0451425 0.2355760 121.9101 0
#> 172 21.76374 19.95951 0.0425940 0.2261220 117.6882 0
#> 173 20.33645 21.80821 0.0431630 0.2242615 119.1989 0
#> 174 22.61698 21.77898 0.0440660 0.2198020 115.1364 0
#> 175 21.81375 19.79518 0.0398800 0.2268980 124.4219 0
#> 176 21.83988 21.50075 0.0413065 0.2202955 121.5724 0
#> 177 21.05169 20.52592 0.0406725 0.2141240 126.5406 0
#> 178 20.93508 20.84716 0.0438960 0.2181120 118.0170 0
#> 179 21.07727 20.13667 0.0413870 0.2181060 119.0987 0
#> 180 20.97724 20.03157 0.0443050 0.2102085 113.5887 0
#> 181 20.95153 19.10523 0.0420000 0.2280825 116.8749 0
#> 182 21.55374 21.27764 0.0422365 0.2356930 119.9737 0
#> 183 21.43354 20.04318 0.0428725 0.2305615 123.3934 0
#> 184 21.15860 20.04693 0.0423950 0.2264135 114.4988 0
#> 185 21.47419 20.30867 0.0421210 0.2298420 124.5419 0
#> 186 21.69046 20.28681 0.0412210 0.2247465 118.7244 0
#> 187 21.05120 21.37806 0.0446545 0.2265470 123.9224 0
#> 188 20.63280 20.67518 0.0388435 0.2192185 117.9714 0
#> 189 19.49141 21.45404 0.0461685 0.2203645 118.2073 0
#> 190 20.12005 21.11691 0.0417330 0.2228260 119.6086 0
#> 191 20.72032 21.29149 0.0408120 0.2350575 125.8234 0
#> 192 21.52477 21.64783 0.0417985 0.2351190 117.4982 0
#> 193 22.59679 19.67695 0.0431080 0.2336855 115.9249 0
#> 194 21.19747 20.45022 0.0434755 0.2473985 117.0152 0
#> 195 21.59541 20.31035 0.0422345 0.2268235 117.9643 0
#> 196 19.16385 21.06809 0.0439875 0.2255030 126.7908 0
#> 197 21.31624 19.82781 0.0416610 0.2196565 123.0673 0
#> 198 20.14639 20.65523 0.0433120 0.2292150 119.6990 0
#> 199 21.67277 21.65980 0.0410765 0.2310560 116.3195 0
#> 200 20.02427 20.28855 0.0410540 0.2277805 121.7250 0
#> 201 20.06460 19.60655 0.0426320 0.2320415 114.4303 0
#> 202 20.38250 21.75713 0.0416235 0.2148200 123.1636 0
#> 203 20.11115 20.19573 0.0438120 0.2342440 124.9463 0
#> 204 20.45985 19.86722 0.0412705 0.2273695 116.5737 0
#> 205 22.12727 20.88265 0.0412790 0.2462450 126.9272 0
#> 206 20.86413 21.54440 0.0437995 0.2163590 111.9389 0
#> 207 21.67547 21.54345 0.0427880 0.2260355 118.8424 0
#> 208 19.92048 19.87424 0.0439020 0.2381230 115.6212 0
#> 209 21.73915 20.23449 0.0413955 0.2364760 117.7775 0
#> 210 20.46514 21.54594 0.0432790 0.2331580 122.2567 0
#> 211 19.32149 19.83845 0.0416955 0.2374120 119.6992 0
#> 212 21.42311 21.95935 0.0455740 0.2340280 130.3428 0
#> 213 20.16694 20.37113 0.0398015 0.2208160 122.4246 0
#> 214 21.34197 21.21883 0.0414990 0.2194030 121.0630 0
#> 215 20.39360 21.86149 0.0445175 0.2432745 125.7164 0
#> 216 20.64058 20.32642 0.0424960 0.2281225 120.0157 0
#> 217 20.50190 20.36818 0.0420075 0.2310725 120.8873 0
#> 218 20.64377 21.02278 0.0415465 0.2463385 116.9036 0
#> 219 21.08916 21.02745 0.0423475 0.2333445 120.1078 0
#> 220 20.84965 19.98087 0.0419080 0.2278700 113.5002 0
#> 221 20.43992 20.70101 0.0456820 0.2440710 120.0573 0
#> 222 21.73639 20.58291 0.0425980 0.2438915 117.1787 0
#> 223 20.52689 20.45693 0.0417980 0.2363265 115.5024 0
#> 224 21.59234 20.75115 0.0409945 0.2330480 118.3575 0
#> 225 21.42765 20.41547 0.0439045 0.2486180 120.0649 0
#> 226 20.77705 20.16465 0.0435640 0.2445370 123.3419 0
#> 227 19.96952 19.68754 0.0436645 0.2356165 110.8218 0
#> 228 22.55448 20.03180 0.0432795 0.2499350 119.6455 0
#> 229 19.78543 20.77593 0.0394230 0.2407145 116.2372 0
#> 230 20.05087 20.75038 0.0439500 0.2390770 123.1730 0
#> 231 21.96367 20.22357 0.0404220 0.2306680 124.7479 0
#> 232 21.53333 22.15848 0.0443290 0.2407295 114.6719 0
#> 233 20.48962 20.90501 0.0449970 0.2576680 119.3561 0
#> 234 21.57796 19.77806 0.0421005 0.2471105 119.8126 0
#> 235 22.01208 20.15951 0.0429550 0.2475505 120.0489 0
#> 236 20.99456 21.27984 0.0428975 0.2469010 115.9218 0
#> 237 20.64348 21.72180 0.0451080 0.2368970 117.3718 0
#> 238 21.13440 20.49186 0.0439720 0.2440325 122.4311 0
#> 239 21.06266 22.37497 0.0419970 0.2380340 120.2340 0
#> 240 22.51100 19.93620 0.0430030 0.2461165 120.7978 0
#> 241 21.80892 20.38615 0.0404945 0.2388900 119.5954 0
#> 242 19.98308 19.78891 0.0428785 0.2525955 121.6579 0
#> 243 20.42297 21.21479 0.0423285 0.2334500 120.4285 0
#> 244 21.69374 21.72670 0.0429265 0.2346485 115.4821 0
#> 245 20.96677 19.93449 0.0410630 0.2559855 108.2984 0
#> 246 21.86523 21.52295 0.0425055 0.2369505 123.2798 0
#> 247 19.18683 19.77686 0.0426950 0.2464735 119.6974 0
#> 248 20.71783 21.44418 0.0442070 0.2483625 118.0729 0
#> 249 21.05868 19.93997 0.0431905 0.2375340 110.8200 0
#> 250 20.68257 19.74528 0.0423285 0.2381330 125.0147 0
#> 251 20.48871 20.76708 0.0415695 0.2472105 120.1810 0
#> 252 21.11446 20.49497 0.0445870 0.2287985 121.4770 0
#> 253 22.09969 21.43139 0.0402600 0.2326805 121.6682 0
#> 254 20.99417 20.54474 0.0426715 0.2565195 120.6615 0
#> 255 22.11921 21.07862 0.0419600 0.2272290 115.9117 0
#> 256 19.89717 20.46286 0.0461660 0.2319845 118.6544 0
#> 257 21.28930 21.39082 0.0439520 0.2438035 122.0173 0
#> 258 21.79983 22.11788 0.0409575 0.2319755 119.7948 0
#> 259 19.80856 21.37571 0.0429045 0.2495470 118.3516 0
#> 260 22.20309 20.07401 0.0405295 0.2450935 119.0860 0
#> 261 20.76312 21.32668 0.0392915 0.2539180 122.0336 0
#> 262 19.25211 20.59283 0.0409600 0.2333710 118.5388 0
#> 263 22.23811 21.98949 0.0393675 0.2220490 120.7999 0
#> 264 21.66786 21.37066 0.0461505 0.2603500 115.8751 0
#> 265 20.86820 20.62426 0.0440625 0.2413525 123.5634 0
#> 266 20.67706 20.73144 0.0440550 0.2449940 120.7099 0
#> 267 20.76331 21.23580 0.0439120 0.2418565 118.3767 0
#> 268 20.27569 20.83816 0.0422820 0.2499415 113.1344 0
#> 269 20.41236 21.06302 0.0434685 0.2492370 118.0161 0
#> 270 21.37377 20.65918 0.0423795 0.2421025 123.2829 0
#> 271 22.20038 21.47387 0.0424180 0.2532075 120.7874 0
#> 272 20.39132 20.42983 0.0419270 0.2511200 116.7034 0
#> 273 20.81088 21.07546 0.0451890 0.2506750 116.4360 0
#> 274 20.01457 20.24211 0.0431225 0.2604815 126.0117 0
#> 275 21.50361 20.60991 0.0403135 0.2575480 116.5470 0
#> 276 22.35592 20.42029 0.0434085 0.2483100 122.4698 0
#> 277 21.05582 20.31208 0.0434565 0.2403005 115.8758 0
#> 278 19.91735 20.58029 0.0456095 0.2427610 120.2808 0
#> 279 20.81491 20.82319 0.0429400 0.2461680 116.6207 0
#> 280 20.64376 21.25112 0.0424055 0.2489560 117.1282 0
#> 281 21.29406 20.04862 0.0400905 0.2416500 120.5763 0
#> 282 20.56193 21.22757 0.0428670 0.2495445 117.8643 0
#> 283 22.00890 19.45872 0.0419670 0.2471985 122.3697 0
#> 284 20.48578 20.76786 0.0438070 0.2472530 118.1964 0
#> 285 20.75463 20.27296 0.0425670 0.2439300 120.7330 0
#> 286 20.91181 19.77697 0.0418280 0.2471545 121.4670 0
#> 287 20.19541 20.86682 0.0415010 0.2549295 123.2363 0
#> 288 20.91566 21.69048 0.0436670 0.2530210 123.7896 0
#> 289 20.71375 20.96731 0.0399425 0.2337120 118.4935 0
#> 290 20.24057 20.17744 0.0437960 0.2541820 118.0375 0
#> 291 20.67537 20.04961 0.0426035 0.2449905 114.9922 0
#> 292 20.63509 20.72962 0.0424860 0.2485185 121.1894 0
#> 293 21.41630 21.89937 0.0432170 0.2507630 114.9630 0
#> 294 21.57184 21.44361 0.0433750 0.2471630 119.3901 0
#> 295 21.62952 21.13923 0.0453480 0.2519590 114.9445 0
#> 296 19.98276 20.26682 0.0423570 0.2432995 113.2831 0
#> 297 21.55962 21.86323 0.0401675 0.2627030 127.5017 0
#> 298 19.86903 22.31657 0.0406125 0.2529520 110.2176 0
#> 299 20.88642 19.79441 0.0435460 0.2591635 121.3618 0
#> 300 21.09968 20.70368 0.0454505 0.2578855 118.4250 0
#> 301 20.95202 21.25486 0.0382480 0.2492980 124.3995 0
#> 302 20.89369 19.00369 0.0432660 0.2645315 120.4630 0
#> 303 21.16309 20.38625 0.0442970 0.2469990 112.6466 0
#> 304 20.83775 20.50988 0.0434335 0.2543380 118.6064 0
#> 305 20.41294 19.65133 0.0438590 0.2628320 112.8171 0
#> 306 20.48654 21.04087 0.0432125 0.2665955 112.0344 0
#> 307 22.87856 20.70111 0.0430375 0.2404545 117.7338 0
#> 308 19.95342 20.94004 0.0436775 0.2593250 115.4057 0
#> 309 20.21263 20.77145 0.0427560 0.2460115 119.5225 0
#> 310 22.56016 21.12341 0.0464470 0.2606665 122.6432 0
#> 311 19.54036 20.40613 0.0411765 0.2546755 124.1499 0
#> 312 21.58593 21.72075 0.0434165 0.2517655 120.6686 0
#> 313 21.53838 22.28463 0.0424765 0.2489560 116.5165 0
#> 314 20.93322 20.58995 0.0415650 0.2497550 121.7296 0
#> 315 21.07156 21.56380 0.0432655 0.2491910 114.6058 0
#> 316 21.25486 19.71665 0.0435875 0.2602565 119.1695 0
#> 317 20.71577 20.56563 0.0426490 0.2573565 117.5726 0
#> 318 21.63958 20.98843 0.0435250 0.2548720 117.7097 0
#> 319 20.14377 20.80933 0.0461755 0.2486065 108.6796 0
#> 320 21.55992 19.97184 0.0434150 0.2636860 122.4526 0
#> 321 20.97565 20.88906 0.0429445 0.2621930 118.8844 0
#> 322 20.59586 20.80340 0.0415120 0.2570385 113.9867 0
#> 323 21.42248 21.10898 0.0443040 0.2568075 124.5421 0
#> 324 21.78351 18.36109 0.0440000 0.2693500 117.1782 0
#> 325 21.52692 20.91295 0.0433130 0.2734350 120.9622 0
#> 326 21.36169 21.03379 0.0439250 0.2581650 118.9430 0
#> 327 21.97969 21.40059 0.0435055 0.2524975 110.6881 0
#> 328 20.04013 20.73462 0.0447795 0.2644525 117.6881 0
#> 329 21.50821 19.88158 0.0408040 0.2523150 120.8634 0
#> 330 21.22006 20.34792 0.0436970 0.2654490 109.7751 0
#> 331 21.26033 21.78122 0.0435860 0.2426300 114.1046 0
#> 332 21.27139 20.29743 0.0415405 0.2742630 114.3216 0
#> 333 21.85624 21.36784 0.0432995 0.2595615 124.3680 0
#> 334 20.73745 21.00095 0.0464960 0.2810805 119.9751 0
#> 335 20.63126 21.64159 0.0446480 0.2542620 114.2735 0
#> 336 21.54735 20.62900 0.0444660 0.2613635 121.7622 0
#> 337 20.82712 20.79058 0.0405095 0.2425755 117.8557 0
#> 338 21.23521 20.36418 0.0416545 0.2751195 114.7052 0
#> 339 20.09301 20.89952 0.0435890 0.2521425 121.1139 0
#> 340 20.35225 20.29680 0.0439595 0.2657800 117.4811 0
#> 341 19.87988 20.84516 0.0420380 0.2597710 119.9557 0
#> 342 21.59473 21.10545 0.0442990 0.2476865 113.4793 0
#> 343 19.73278 19.96424 0.0443190 0.2873945 122.4738 0
#> 344 20.22621 20.99591 0.0437395 0.2678960 113.9209 0
#> 345 20.86563 20.89716 0.0406230 0.2611450 123.7760 0
#> 346 20.42812 20.68759 0.0423145 0.2676040 113.7632 0
#> 347 20.95716 20.23015 0.0439295 0.2642075 114.2739 0
#> 348 21.23329 21.14428 0.0434020 0.2794610 127.1860 0
#> 349 21.27398 21.06691 0.0444995 0.2736950 113.3458 0
#> 350 22.62837 20.91909 0.0429895 0.2705400 122.4286 0
#> 351 21.20199 20.61462 0.0437915 0.2502155 118.5759 0
#> 352 20.84319 18.54840 0.0425585 0.2635355 111.4296 0
#> 353 20.60446 20.71764 0.0410305 0.2585030 116.1932 0
#> 354 20.27533 20.76179 0.0425145 0.2739855 123.9982 0
#> 355 21.53465 20.71511 0.0407055 0.2722260 117.1233 0
#> 356 21.74105 19.93903 0.0458595 0.2673725 120.9040 0
#> 357 20.41995 21.22183 0.0435625 0.2736365 113.4442 0
#> 358 20.35554 21.92460 0.0427345 0.2710365 129.9163 0
#> 359 20.95252 19.38157 0.0426880 0.2716905 117.6496 0
#> 360 20.69643 21.06367 0.0463100 0.2666975 124.8374 0
#> 361 21.58623 20.65225 0.0432255 0.2708315 118.2233 0
#> 362 20.03740 21.96738 0.0389250 0.2819420 114.2411 0
#> 363 21.24218 20.92849 0.0414380 0.2766170 113.8225 0
#> 364 20.79959 19.81732 0.0433190 0.2538455 121.5818 0
#> 365 22.14751 21.56386 0.0437480 0.2533285 118.3958 0
#> 366 20.18100 19.72908 0.0448040 0.2764120 113.9749 0
#> 367 20.86406 20.80781 0.0415300 0.2511455 120.9925 0
#> 368 22.04319 19.81917 0.0414500 0.2545845 120.0378 0
#> 369 21.81790 19.79530 0.0432235 0.2718365 118.2830 0
#> 370 21.21234 20.73486 0.0443060 0.2676635 119.7127 0
#> 371 19.92997 21.14112 0.0435665 0.2677325 120.9205 0
#> 372 20.74444 20.92077 0.0408555 0.2678315 115.5503 0
#> 373 20.31836 21.31010 0.0431325 0.2561590 119.0775 0
#> 374 22.46605 20.45235 0.0430850 0.2603780 125.6049 0
#> 375 20.66367 21.95593 0.0439110 0.2502365 116.0694 0
#> 376 20.10070 20.14922 0.0441605 0.2689380 122.8987 0
#> 377 20.64464 20.79861 0.0416085 0.2698340 120.4963 0
#> 378 20.68730 21.59787 0.0437590 0.2541730 118.7578 0
#> 379 20.82363 20.69738 0.0440645 0.2735860 129.4270 0
#> 380 21.05355 21.21411 0.0422250 0.2667470 124.9689 0
#> 381 20.35511 21.14928 0.0410120 0.2792820 122.0517 0
#> 382 21.53507 20.94259 0.0462355 0.2762290 123.4050 0
#> 383 19.78671 19.37905 0.0449970 0.2708600 129.7657 0
#> 384 20.08827 21.47919 0.0435750 0.2683165 120.5407 0
#> 385 21.01521 20.97132 0.0429770 0.2622020 119.8282 0
#> 386 21.44317 20.24408 0.0390665 0.2697970 119.1528 0
#> 387 20.29687 19.60932 0.0424070 0.2809480 111.4688 0
#> 388 21.55527 20.80575 0.0434120 0.2530655 113.3625 0
#> 389 20.28568 20.00645 0.0410705 0.2584310 117.8261 0
#> 390 20.98495 21.48130 0.0429995 0.2676600 121.7421 0
#> 391 21.69773 19.60317 0.0430670 0.2807415 121.5631 0
#> 392 21.09263 22.19757 0.0429165 0.2760840 118.2987 0
#> 393 22.17209 21.14646 0.0435245 0.2594785 124.8709 0
#> 394 20.58744 20.84677 0.0425880 0.2619205 114.2565 0
#> 395 20.78140 20.95156 0.0438455 0.2783490 123.6305 0
#> 396 21.10900 20.31981 0.0426850 0.2686615 114.2700 0
#> 397 19.24351 21.75923 0.0432140 0.2776420 121.9562 0
#> 398 21.14068 21.57628 0.0468540 0.2686065 120.5788 0
#> 399 20.64903 20.34665 0.0413845 0.2722550 122.7353 0
#> 400 20.14791 21.52802 0.0405345 0.2494360 118.2209 0
#> 401 20.70923 20.30341 0.0422495 0.2414430 117.1434 0
#> 402 21.12555 19.60802 0.0423635 0.2710620 115.4707 0
#> 403 21.30352 19.81252 0.0456895 0.2799775 116.5029 0
#> 404 20.24621 20.29514 0.0421555 0.2690920 115.9307 0
#> 405 21.35307 21.06829 0.0467545 0.2738520 122.0489 0
#> 406 21.79713 19.74749 0.0439185 0.2811120 117.8022 0
#> 407 21.20206 21.16900 0.0423230 0.2789155 115.9777 0
#> 408 22.08156 21.39780 0.0437390 0.2619565 121.8824 0
#> 409 20.02751 20.70091 0.0435750 0.2780880 118.6354 0
#> 410 21.03300 20.31987 0.0439330 0.2676210 118.5442 0
#> 411 21.19152 21.61952 0.0398395 0.2676560 122.4184 0
#> 412 21.48411 21.46526 0.0389490 0.2695170 116.9428 0
#> 413 21.47010 20.00975 0.0436075 0.2884140 117.7579 0
#> 414 20.71913 20.78584 0.0440030 0.2679805 119.1996 0
#> 415 20.52741 20.45179 0.0441880 0.2751355 114.6713 0
#> 416 20.85505 19.45541 0.0443260 0.2514505 121.3402 0
#> 417 21.26251 19.85104 0.0425860 0.2769435 123.5290 0
#> 418 22.18982 20.62303 0.0435345 0.2582965 113.0875 0
#> 419 20.29437 20.52321 0.0423735 0.2806885 120.3319 0
#> 420 21.56200 21.92297 0.0431615 0.2733805 121.5387 0
#> 421 20.79280 20.89203 0.0433735 0.2708730 126.3378 0
#> 422 19.45448 21.36503 0.0446990 0.2678350 122.1425 0
#> 423 22.17344 21.53077 0.0417185 0.2753340 124.5830 0
#> 424 20.89865 19.11849 0.0440585 0.2761175 112.1791 0
#> 425 21.63487 20.57187 0.0428320 0.2725815 117.1734 0
#> 426 20.77385 21.79192 0.0417465 0.2783900 118.0973 0
#> 427 20.41843 20.77016 0.0446475 0.2770870 117.2968 0
#> 428 20.35734 20.20692 0.0423905 0.2809710 114.4450 0
#> 429 22.03569 21.02568 0.0448085 0.2816425 107.0923 0
#> 430 20.22919 20.78982 0.0408735 0.2739985 115.3907 0
#> 431 21.00113 18.91613 0.0436320 0.2688965 113.1166 0
#> 432 20.87188 20.07716 0.0427835 0.2546835 118.8914 0
#> 433 21.33652 20.06692 0.0420990 0.2774640 122.3818 0
#> 434 20.97214 20.79074 0.0448485 0.2702170 111.7122 0
#> 435 22.19148 20.31721 0.0412155 0.2787645 122.1857 0
#> 436 19.87229 19.51695 0.0405635 0.2732820 125.6876 0
#> 437 20.52435 20.79126 0.0445165 0.2576285 118.4605 0
#> 438 21.42343 20.05243 0.0419770 0.2575015 126.7734 0
#> 439 20.09184 21.28225 0.0412585 0.2808110 111.9495 0
#> 440 21.06059 20.17776 0.0429820 0.2703965 112.7073 0
#> 441 21.22575 22.73037 0.0404355 0.2754850 115.5478 0
#> 442 20.39083 19.24807 0.0409280 0.2842820 118.8953 0
#> 443 20.55097 19.88096 0.0407990 0.2619335 115.4760 0
#> 444 21.46573 20.85830 0.0408705 0.3009005 113.9921 0
#> 445 21.00450 20.08772 0.0427825 0.2842885 115.0460 0
#> 446 20.90608 20.53140 0.0421860 0.2806000 121.6034 0
#> 447 20.64184 20.63978 0.0416455 0.2723860 119.1921 0
#> 448 22.50961 20.98117 0.0412715 0.2803080 115.0007 0
#> 449 21.33455 21.01312 0.0419810 0.2889055 120.8753 0
#> 450 20.44282 20.83553 0.0422450 0.2796170 118.3029 0
#> 451 20.90594 21.27708 0.0449065 0.2730610 123.3615 0
#> 452 21.06277 21.45336 0.0431355 0.2618615 115.3165 0
#> 453 21.25031 18.95862 0.0426565 0.2806010 118.3680 0
#> 454 20.51506 20.39798 0.0445125 0.2902010 117.9685 0
#> 455 20.61327 20.99682 0.0400565 0.2765445 127.0012 0
#> 456 19.93627 20.18089 0.0438435 0.2798130 119.9045 0
#> 457 19.95470 20.85141 0.0434150 0.2607055 118.9566 0
#> 458 20.46473 20.04944 0.0422625 0.2707275 120.6825 0
#> 459 20.19975 21.09445 0.0452265 0.2889745 120.1771 0
#> 460 22.03625 21.66758 0.0405615 0.2887025 117.7094 0
#> 461 22.17352 19.70645 0.0413090 0.2884580 121.8453 0
#> 462 20.52264 20.91129 0.0407005 0.2878415 118.6974 0
#> 463 20.72488 21.18784 0.0406295 0.2864935 115.9055 0
#> 464 19.67476 21.42682 0.0435830 0.2788135 115.1431 0
#> 465 21.64626 20.15921 0.0449515 0.2779630 117.1612 0
#> 466 20.91870 21.05346 0.0451785 0.2867890 119.3709 0
#> 467 20.03256 20.60894 0.0421635 0.2913090 118.0918 0
#> 468 20.04400 20.21507 0.0438310 0.2623245 112.2951 0
#> 469 20.86418 21.58938 0.0406325 0.2857315 123.0681 0
#> 470 20.19667 21.10799 0.0433360 0.2879875 111.1278 0
#> 471 20.60322 21.93608 0.0410595 0.2748300 112.1900 0
#> 472 22.09094 21.02424 0.0405780 0.2735880 118.0839 0
#> 473 21.18196 19.83398 0.0428435 0.2730180 115.7718 0
#> 474 21.83424 20.31343 0.0435610 0.2744820 117.9861 0
#> 475 20.84568 21.22285 0.0435315 0.2744190 119.7021 0
#> 476 21.94737 20.73944 0.0419765 0.2856540 114.0718 0
#> 477 20.01229 21.28009 0.0424900 0.2806595 121.6538 0
#> 478 21.30844 19.18857 0.0414005 0.2826465 113.2517 0
#> 479 19.88122 20.33857 0.0441275 0.2648765 114.1195 0
#> 480 22.05165 20.17101 0.0439935 0.2847485 117.8755 0
#> 481 19.88203 21.22542 0.0404040 0.2704125 119.6031 0
#> 482 21.81163 20.90069 0.0434265 0.2779085 119.1746 0
#> 483 21.10070 21.41456 0.0454070 0.2646090 119.7916 0
#> 484 20.76951 20.11636 0.0414865 0.2781485 124.4772 0
#> 485 20.36926 20.78387 0.0435130 0.2910655 119.6074 0
#> 486 20.88492 19.14951 0.0434070 0.2536655 119.1693 0
#> 487 21.24664 20.39980 0.0424595 0.2828735 123.9248 0
#> 488 19.71807 20.80468 0.0412840 0.2817445 121.0414 0
#> 489 21.98099 21.03078 0.0418730 0.2681765 110.1257 0
#> 490 20.61825 19.82022 0.0436650 0.2708805 111.4079 0
#> 491 20.62616 20.38717 0.0418195 0.2810420 116.5775 0
#> 492 20.64683 21.06884 0.0427605 0.2756125 120.8126 0
#> 493 21.70781 20.63951 0.0443070 0.2741815 115.8028 0
#> 494 20.94378 21.11537 0.0425960 0.2717770 120.8808 0
#> 495 21.13068 21.39398 0.0420670 0.2796165 126.3643 0
#> 496 21.18932 21.32869 0.0441660 0.2619105 115.0207 0
#> 497 21.42408 20.99132 0.0427760 0.2771790 119.6285 0
#> 498 21.91851 20.01265 0.0394630 0.2765880 116.0349 0
#> 499 21.69323 20.89310 0.0431860 0.2657345 126.4179 0
#> 500 21.50893 20.79939 0.0420830 0.2572825 121.9966 0
#> 501 21.51224 21.60580 0.0438800 0.2955415 115.1583 0
#> 502 20.91578 21.79141 0.0430145 0.2849045 122.0621 0
#> 503 21.08346 22.21667 0.0434235 0.2901455 127.8266 0
#> 504 21.89689 20.75233 0.0428475 0.2700160 120.8563 0
#> 505 21.32704 21.34647 0.0438925 0.2622835 119.4854 0
#> 506 21.42394 20.12242 0.0452520 0.2764225 117.9446 0
#> 507 20.33733 21.52734 0.0460775 0.2865655 119.5421 0
#> 508 20.97991 20.85921 0.0450840 0.2679830 128.2251 0
#> 509 21.58069 19.43020 0.0417370 0.2756410 116.4643 0
#> 510 20.10054 21.51074 0.0397470 0.2598365 122.7402 0
#> 511 21.49383 21.06180 0.0415870 0.2789865 119.5320 0
#> 512 20.07465 20.36841 0.0437195 0.2842215 110.0357 0
#> 513 19.83430 20.10619 0.0448480 0.2820770 121.9755 0
#> 514 20.58710 19.95170 0.0444650 0.2767075 118.4541 0
#> 515 19.69557 20.06262 0.0421600 0.2699815 122.9770 0
#> 516 21.60217 20.76216 0.0438020 0.2968770 120.9081 0
#> 517 20.27150 21.83322 0.0406770 0.2859520 117.5150 0
#> 518 21.56230 19.21538 0.0422920 0.2892900 112.8789 0
#> 519 20.68212 19.74333 0.0430595 0.2836820 115.9603 0
#> 520 21.43301 21.11475 0.0437775 0.2656905 108.9060 0
#> 521 21.11091 21.09249 0.0401745 0.3014845 116.9287 0
#> 522 20.60182 20.18403 0.0439040 0.2805400 121.7136 0
#> 523 19.22959 20.83296 0.0420310 0.2760930 120.0453 0
#> 524 20.61027 19.89066 0.0460090 0.2831380 119.7965 0
#> 525 20.32550 19.66329 0.0453990 0.2818500 120.0070 0
#> 526 22.04601 21.08998 0.0399850 0.2680290 121.6374 0
#> 527 20.56338 20.24601 0.0429775 0.2773500 113.4721 0
#> 528 20.39838 20.79043 0.0440160 0.2857040 121.2564 0
#> 529 19.76328 19.99843 0.0435270 0.2788890 111.1285 0
#> 530 21.71484 20.72026 0.0448985 0.2558555 121.6549 0
#> 531 20.39375 20.16270 0.0437895 0.2802435 118.4603 0
#> 532 20.35625 20.76878 0.0436875 0.2915125 113.6571 0
#> 533 21.42175 21.45360 0.0415050 0.2787990 111.1104 0
#> 534 22.15699 20.90440 0.0413870 0.2859785 115.5980 0
#> 535 19.95710 20.64332 0.0458735 0.2874775 115.0320 0
#> 536 20.80133 21.68676 0.0428150 0.2817240 121.8967 0
#> 537 20.77819 19.11084 0.0407035 0.2855975 115.8444 0
#> 538 20.96158 20.23837 0.0415200 0.2822600 121.8127 0
#> 539 21.26630 20.34185 0.0407170 0.2578555 114.9523 0
#> 540 21.48628 20.17001 0.0426120 0.2605930 122.0209 0
#> 541 21.17233 20.35467 0.0442150 0.2924760 126.3388 0
#> 542 21.43738 21.38724 0.0423235 0.2700280 121.7893 0
#> 543 21.66023 20.74679 0.0419210 0.2592985 122.6499 0
#> 544 20.07939 20.89825 0.0443110 0.2888805 118.9787 0
#> 545 20.93348 20.58125 0.0421790 0.2881230 120.1429 0
#> 546 20.48618 20.84552 0.0400950 0.2784210 117.4331 0
#> 547 20.89479 21.21053 0.0439445 0.2908840 113.6262 0
#> 548 20.83385 19.93159 0.0419305 0.2733465 112.3065 0
#> 549 22.27080 19.99849 0.0445565 0.2915565 116.6791 0
#> 550 20.98574 20.84358 0.0435085 0.2623395 128.5534 0
#> 551 21.74862 20.45066 0.0448845 0.2840685 110.4929 0
#> 552 20.63106 20.74241 0.0434490 0.2928735 119.3912 0
#> 553 21.73755 21.42891 0.0427680 0.2719770 120.5919 0
#> 554 21.11749 20.67474 0.0463895 0.2842755 124.8943 0
#> 555 20.86027 20.06414 0.0436045 0.2764820 119.7422 0
#> 556 20.27973 20.37332 0.0413610 0.2743055 116.7686 0
#> 557 19.73322 20.60108 0.0416100 0.2770020 120.6001 0
#> 558 21.61244 19.97852 0.0419550 0.2859850 119.3556 0
#> 559 20.57780 21.60620 0.0419085 0.2825750 119.7482 0
#> 560 21.30691 20.99408 0.0429785 0.2940490 119.7370 0
#> 561 20.67122 20.99686 0.0434590 0.2822240 115.4523 0
#> 562 21.30601 21.71246 0.0415360 0.2786950 119.3520 0
#> 563 21.84111 20.61684 0.0440370 0.2969990 122.9326 0
#> 564 22.33469 20.90002 0.0419115 0.2779295 108.0457 0
#> 565 20.53830 23.05311 0.0418355 0.2728835 116.4896 0
#> 566 20.40542 21.30197 0.0416895 0.2746280 115.7674 0
#> 567 20.86764 20.23970 0.0399680 0.2848675 117.6348 0
#> 568 21.79390 20.34952 0.0425100 0.2741910 117.6659 0
#> 569 21.77331 19.73070 0.0449275 0.2694965 120.9714 0
#> 570 20.82800 20.85556 0.0411565 0.2784690 113.3144 0
#> 571 21.29156 20.74097 0.0435035 0.2734395 118.7710 0
#> 572 20.14794 20.45633 0.0448455 0.2884895 119.7184 0
#> 573 20.77990 20.18862 0.0432225 0.2676610 116.1909 0
#> 574 20.49383 21.55998 0.0417025 0.2758515 115.1443 0
#> 575 19.61302 21.67236 0.0457985 0.2908795 121.2490 0
#> 576 21.16851 21.28861 0.0443960 0.2910365 117.3236 0
#> 577 21.63530 20.65917 0.0437400 0.2845065 115.7784 0
#> 578 21.67519 20.58964 0.0431535 0.2805985 119.9522 0
#> 579 19.81228 19.82721 0.0426990 0.2824410 118.1801 0
#> 580 22.96263 20.12098 0.0432220 0.2947715 118.8832 0
#> 581 21.16782 20.97199 0.0430690 0.2856900 120.5379 0
#> 582 20.75798 22.23134 0.0446410 0.2891050 126.7177 0
#> 583 20.24127 20.35892 0.0426920 0.2707565 115.9247 0
#> 584 21.41467 21.15648 0.0441020 0.2813095 112.3642 0
#> 585 19.83540 20.37935 0.0438515 0.2838135 117.7414 0
#> 586 19.76902 19.74062 0.0407890 0.2837280 110.0839 0
#> 587 20.25199 21.79564 0.0410465 0.2946425 118.8408 0
#> 588 21.59808 22.75938 0.0434290 0.2820770 120.3956 0
#> 589 20.12971 22.12810 0.0417250 0.2990265 118.6697 0
#> 590 21.94469 20.05692 0.0456280 0.2962370 124.4560 0
#> 591 21.05706 20.60341 0.0416390 0.3077845 132.4257 0
#> 592 21.53339 20.94694 0.0407300 0.2850450 142.4084 0
#> 593 19.94423 19.96208 0.0417625 0.2819950 161.8297 0
#> 594 21.14367 20.04399 0.0427450 0.2731880 170.2266 0
#> 595 20.41490 19.37120 0.0436055 0.3070425 182.5633 0
#> 596 21.94115 18.75344 0.0439035 0.2893735 197.7809 0
#> 597 21.43486 19.90030 0.0432800 0.2834460 222.1624 0
#> 598 20.92256 21.06665 0.0424985 0.2845565 208.6727 0
#> 599 20.40990 20.57554 0.0430175 0.2674020 226.2215 0
#> 600 21.21623 20.00912 0.0424160 0.2760520 212.0343 0
#> 601 21.12732 21.19814 0.0426940 0.3032350 216.5514 0
#> 602 21.99844 20.10634 0.0453710 0.3015130 225.0089 0
#> 603 21.95233 20.43250 0.0446485 0.2796155 217.1722 0
#> 604 20.51976 20.11074 0.0415335 0.2851945 217.1379 0
#> 605 22.06270 20.35326 0.0426935 0.2852055 221.3311 0
#> 606 21.24327 19.15765 0.0416170 0.2926530 220.1413 0
#> 607 21.60708 21.16520 0.0426450 0.2912005 201.2428 0
#> 608 20.04811 21.84002 0.0423325 0.2969140 209.6991 0
#> 609 22.19781 20.99976 0.0392015 0.2744450 200.4149 0
#> 610 21.10935 20.78300 0.0431795 0.2971900 213.4979 0
#> 611 21.56139 22.33708 0.0431815 0.2878215 225.4488 0
#> 612 20.97241 21.08373 0.0448880 0.2713875 228.6336 0
#> 613 20.91887 19.10440 0.0427105 0.2750965 219.8012 0
#> 614 19.43713 20.47862 0.0438130 0.2686600 223.1935 0
#> 615 20.29535 21.38505 0.0420515 0.2645335 213.4102 0
#> 616 20.38351 20.52990 0.0412505 0.2991535 214.6101 0
#> 617 22.01837 20.91291 0.0444385 0.2837285 211.4286 0
#> 618 19.68341 21.18059 0.0418575 0.2602170 215.8469 0
#> 619 22.01624 19.85152 0.0426125 0.2875465 213.3163 0
#> 620 19.06722 21.03866 0.0437240 0.2574200 230.2469 0
#> 621 21.36385 20.47321 0.0423720 0.2721525 213.4988 0
#> 622 20.36073 21.02468 0.0410750 0.2697935 216.5739 0
#> 623 21.69800 21.60706 0.0450310 0.2765090 221.6419 0
#> 624 21.09678 20.27305 0.0435300 0.2591150 210.8930 0
#> 625 21.25167 19.83630 0.0430535 0.2807930 225.6992 0
#> 626 20.98289 20.50274 0.0436830 0.2687850 227.8184 0
#> 627 20.49258 21.53434 0.0408765 0.2722210 201.9555 0
#> 628 20.62221 20.20106 0.0435595 0.2640460 223.5238 0
#> 629 21.70562 21.03012 0.0440885 0.2635120 225.2649 0
#> 630 20.73434 20.65255 0.0428030 0.2467140 209.5523 0
#> 631 22.08320 20.60713 0.0431195 0.2520100 206.6106 0
#> 632 20.85088 21.88685 0.0428855 0.2605555 218.7868 0
#> 633 21.05325 20.50333 0.0423895 0.2695490 229.7260 0
#> 634 20.12460 21.19100 0.0434335 0.2707275 233.5548 0
#> 635 21.50468 20.43325 0.0429625 0.2576360 218.7939 0
#> 636 21.83582 19.96948 0.0453035 0.2479370 223.0709 0
#> 637 22.26264 19.03622 0.0414565 0.2649765 215.5713 0
#> 638 20.23971 21.81771 0.0449250 0.2459100 220.9676 0
#> 639 21.16498 20.24490 0.0434445 0.2697675 229.0447 0
#> 640 20.54881 21.54778 0.0442130 0.2604885 230.1237 0
#> 641 20.83151 22.21524 0.0433510 0.2796010 207.5570 0
#> 642 21.15280 20.15983 0.0431825 0.2477550 211.8787 0
#> 643 22.03515 21.90268 0.0423985 0.2475510 221.5168 0
#> 644 20.22206 21.17954 0.0418910 0.2526890 221.3700 0
#> 645 21.02688 20.76447 0.0402970 0.2487855 219.6318 0
#> 646 23.09445 21.53247 0.0426410 0.2475260 220.2361 0
#> 647 21.30656 19.81351 0.0410690 0.2521445 228.8436 0
#> 648 21.61710 20.53973 0.0425025 0.2481625 218.7010 0
#> 649 20.73269 19.42682 0.0441115 0.2484530 224.5203 0
#> 650 19.73272 21.43670 0.0418815 0.2376420 214.4580 0
#> 651 20.23849 20.70455 0.0410415 0.2340235 232.3829 0
#> 652 20.60551 20.23457 0.0437780 0.2498645 221.6345 0
#> 653 21.08918 20.38740 0.0415740 0.2256735 224.3690 0
#> 654 21.38827 21.10877 0.0432595 0.2452705 219.5754 0
#> 655 21.46472 21.32469 0.0443875 0.2481800 216.1710 0
#> 656 19.20698 20.73765 0.0422220 0.2142035 223.1823 0
#> 657 21.04879 21.22235 0.0409025 0.2412585 222.2150 0
#> 658 19.87796 20.81643 0.0421490 0.2376860 215.0947 0
#> 659 21.37203 20.64240 0.0428035 0.2427230 227.9283 0
#> 660 20.39967 21.58682 0.0426015 0.2336170 225.4264 0
#> 661 21.16335 21.58520 0.0448660 0.2292415 213.1334 0
#> 662 21.90366 21.86097 0.0425090 0.2321025 211.1831 0
#> 663 21.11257 20.38113 0.0408345 0.2402520 216.8564 0
#> 664 20.63477 21.58550 0.0414300 0.2345715 218.5696 0
#> 665 20.29889 19.18874 0.0418535 0.2388875 210.8672 0
#> 666 20.05328 21.69604 0.0438455 0.2440560 236.8685 0
#> 667 21.40570 19.68615 0.0441260 0.2394590 216.3311 0
#> 668 22.01878 21.16506 0.0441400 0.2295360 219.6026 0
#> 669 21.96635 20.62806 0.0443650 0.2319470 233.4687 0
#> 670 20.03761 20.78770 0.0409280 0.2389255 207.0404 0
#> 671 20.54302 21.31410 0.0437845 0.2446610 209.5258 0
#> 672 20.43536 21.44189 0.0386950 0.2269705 207.4405 0
#> 673 20.71893 21.57856 0.0427715 0.2236955 207.2276 0
#> 674 20.69509 20.98993 0.0423960 0.2352695 205.0808 0
#> 675 21.55901 20.34209 0.0422240 0.2217930 212.3455 0
#> 676 20.96908 20.30252 0.0425000 0.2368660 206.3489 0
#> 677 21.13674 21.29721 0.0455610 0.2304615 214.3270 0
#> 678 22.01087 21.56059 0.0440990 0.2111330 215.7280 0
#> 679 20.02776 21.25858 0.0393095 0.2285115 231.3392 0
#> 680 21.10313 22.88359 0.0419555 0.2291945 227.5421 0
#> 681 21.01620 20.66533 0.0422535 0.2183570 221.5346 0
#> 682 20.62011 21.64142 0.0425410 0.2259245 219.3577 0
#> 683 21.10900 19.27388 0.0426855 0.2231200 223.6192 0
#> 684 22.14657 22.44457 0.0422330 0.2313835 228.9692 0
#> 685 21.86735 19.57570 0.0422620 0.2287060 211.8736 0
#> 686 21.56226 20.98783 0.0406785 0.2444645 207.4470 0
#> 687 21.58217 21.44475 0.0438115 0.2122530 222.4528 0
#> 688 21.17346 21.58743 0.0422765 0.2245440 210.1531 0
#> 689 21.28302 21.40606 0.0419665 0.2209480 217.8732 0
#> 690 21.02560 20.75450 0.0431695 0.2324720 208.1860 0
#> 691 20.38388 20.39071 0.0430435 0.2249880 209.9986 0
#> 692 20.79548 20.57767 0.0433635 0.2309165 221.8539 0
#> 693 19.38186 22.63466 0.0410800 0.2206655 214.6731 0
#> 694 20.88611 20.15517 0.0440490 0.2211310 229.4467 0
#> 695 20.39926 21.78113 0.0443340 0.2205320 217.6599 0
#> 696 21.19021 22.21046 0.0430255 0.2339990 242.7003 0
#> 697 21.21310 21.26765 0.0417065 0.2164415 223.4484 0
#> 698 20.13472 22.74149 0.0413680 0.2163480 221.0922 0
#> 699 21.01469 20.33425 0.0419135 0.2310550 221.0206 0
#> 700 22.51215 21.05385 0.0440450 0.2304020 215.6995 0
#> 701 21.97244 21.31548 0.0454590 0.2231305 212.2436 0
#> 702 20.45392 20.41834 0.0433945 0.2379335 213.7766 0
#> 703 21.80191 21.98973 0.0407765 0.2123175 225.0017 0
#> 704 19.83966 20.23797 0.0451610 0.2252105 217.4179 0
#> 705 21.88186 21.35067 0.0451370 0.2138325 221.8718 0
#> 706 22.05728 21.41990 0.0440795 0.2250250 214.8356 0
#> 707 20.44193 21.02556 0.0427060 0.2154225 226.7029 0
#> 708 20.68787 19.65820 0.0418720 0.2308225 223.4891 0
#> 709 20.92398 21.08661 0.0430045 0.2266255 232.4437 0
#> 710 21.38156 20.69241 0.0429560 0.2342390 228.4415 0
#> 711 21.06799 21.78524 0.0438540 0.2369660 218.3395 0
#> 712 20.18705 22.03709 0.0418205 0.2111010 227.3413 0
#> 713 20.33054 21.33392 0.0422300 0.2381375 219.4814 0
#> 714 21.14474 21.29302 0.0439815 0.2422760 225.9884 0
#> 715 19.65934 20.75210 0.0418960 0.2232035 226.2145 0
#> 716 21.91667 20.52259 0.0393080 0.2266695 224.5268 0
#> 717 20.26864 21.19947 0.0414240 0.2296275 226.2724 0
#> Energy Expenditure (kcal/min) Energy Expenditure (kJ/min) Pressure Ambient
#> 1 0.2732235 1.0979855 984.1769
#> 2 0.2670495 1.0685310 980.2901
#> 3 0.2561960 1.0701385 1018.5202
#> 4 0.1679255 0.6951345 934.6507
#> 5 0.1043175 0.4479740 946.8563
#> 6 0.1627085 0.7084955 974.5807
#> 7 0.2623995 1.1449195 939.8366
#> 8 0.7609170 3.2384125 955.8147
#> 9 1.6598635 6.5496595 1009.3707
#> 10 2.1234450 9.3115720 944.0697
#> 11 2.7022250 11.2883955 948.1080
#> 12 2.7293390 12.3420110 1007.7162
#> 13 2.8519095 13.6307870 975.5130
#> 14 3.3982920 14.8309015 968.4605
#> 15 3.9276460 16.3577480 983.6174
#> 16 3.5205345 14.7603550 1015.6308
#> 17 3.3381195 13.4459425 1051.7866
#> 18 2.5366620 11.0070160 953.7645
#> 19 2.5204820 10.1645660 1039.1763
#> 20 2.1632830 9.6776145 964.3535
#> 21 2.1931895 8.8466660 953.5310
#> 22 1.8098520 7.9504690 1082.1333
#> 23 1.6990725 6.8088220 975.1044
#> 24 1.5761430 6.2968200 1007.0164
#> 25 1.6026615 6.5042630 1028.7362
#> 26 1.5805240 6.5890725 931.8009
#> 27 1.5264015 6.7542570 995.6077
#> 28 1.4272595 6.2871310 1023.8178
#> 29 1.5620370 6.3965020 1043.8511
#> 30 1.7170545 6.7796175 967.4309
#> 31 1.7913345 7.4931430 986.0023
#> 32 1.6537330 6.8148790 1058.7478
#> 33 1.4670970 6.0665495 964.5279
#> 34 1.4618685 6.6625810 935.1613
#> 35 1.7628260 7.2717080 1011.8502
#> 36 1.8680010 7.6468050 951.1474
#> 37 1.7893425 7.6816155 999.9421
#> 38 1.8055085 7.8724390 1025.3301
#> 39 1.9551250 8.0796455 991.6873
#> 40 1.7324090 7.6322840 941.2069
#> 41 1.7946815 7.7760890 937.9060
#> 42 1.6660305 6.2999720 947.2509
#> 43 1.4259950 6.5145310 974.2896
#> 44 1.4850770 6.4798995 946.7633
#> 45 1.8955190 7.7334410 1006.5835
#> 46 1.8473650 7.7710510 966.9138
#> 47 1.7817445 7.6017040 969.6371
#> 48 1.7483195 7.6245645 965.6154
#> 49 1.8372225 7.3679060 953.4854
#> 50 2.1606370 9.1037685 968.8766
#> 51 2.1542285 8.7667040 945.0067
#> 52 2.0962875 9.1768720 1014.2553
#> 53 2.0552925 8.2639020 945.0819
#> 54 1.9206330 8.4416175 1004.8359
#> 55 1.9911790 8.4099640 948.5777
#> 56 1.9012290 7.9413960 1000.2104
#> 57 1.7554160 7.4878385 960.8463
#> 58 1.5143245 6.3601315 939.2267
#> 59 1.4360535 6.1592920 945.3468
#> 60 1.5672015 6.8012755 974.0404
#> 61 1.6935955 7.2300785 945.5825
#> 62 1.7046510 7.0286705 934.0231
#> 63 1.4602660 6.0408405 987.8922
#> 64 1.5363030 6.5798650 952.4238
#> 65 1.8302850 8.1706195 992.5047
#> 66 1.7316465 8.1330620 987.1186
#> 67 1.7546775 7.3650295 1037.5189
#> 68 1.8060745 7.4333970 1034.0751
#> 69 1.7273775 7.0783640 1027.8448
#> 70 1.6106520 6.9161685 1015.2466
#> 71 1.3834390 5.9327025 990.3602
#> 72 1.2346380 4.8905145 968.4647
#> 73 1.0100790 4.0412215 994.6062
#> 74 0.8318350 3.5945120 1020.4032
#> 75 0.3930135 1.5677465 1004.1279
#> 76 0.1459605 0.6259145 1016.5211
#> 77 0.0000000 0.0000000 954.5206
#> 78 0.0000000 0.0000000 979.7973
#> 79 0.0000000 0.0000000 977.2947
#> 80 0.0000000 0.0000000 1000.3725
#> 81 0.0000000 0.0000000 981.9322
#> 82 0.0000000 0.0000000 1018.3482
#> 83 0.0489375 0.1937615 938.1160
#> 84 0.0011950 0.0048385 966.2843
#> 85 0.0095175 0.0361735 928.4690
#> 86 0.0000000 0.0000000 975.0578
#> 87 0.0307010 0.1300995 1007.7543
#> 88 0.0903125 0.3560085 1021.1805
#> 89 0.1529035 0.6399500 951.7708
#> 90 0.2728340 1.1530930 957.7035
#> 91 0.6351845 2.6704665 964.8060
#> 92 0.9768525 4.5031400 988.5947
#> 93 1.0599740 4.5695275 974.0284
#> 94 1.7390900 7.3861765 947.0253
#> 95 2.7327860 11.6686320 1011.5222
#> 96 3.1147630 12.7599845 966.8896
#> 97 3.2993725 13.6422825 990.9525
#> 98 3.3550195 14.2889370 959.9347
#> 99 3.1430360 13.0707225 992.9940
#> 100 2.9543050 12.6768795 910.5563
#> 101 3.1053120 12.6545815 972.8178
#> 102 2.7979160 11.4825695 1007.0555
#> 103 2.3803730 9.0730310 989.6107
#> 104 1.9394215 8.2518355 1018.8822
#> 105 2.2126185 9.2537980 933.6194
#> 106 2.6040525 11.1325380 981.6828
#> 107 2.8202490 10.2045490 960.5499
#> 108 2.6077450 10.4951470 1007.1918
#> 109 2.2231480 8.9091250 962.3188
#> 110 2.1894475 9.4091500 1015.1189
#> 111 2.2994060 9.5897470 968.6223
#> 112 2.3491255 9.7070995 985.1404
#> 113 2.2642665 8.9518590 1003.4154
#> 114 2.0876785 8.4482425 1034.9501
#> 115 1.9383040 7.7851490 900.4321
#> 116 1.8255115 7.5988650 991.9913
#> 117 1.8139800 8.0556030 1028.2870
#> 118 1.7676940 7.3884745 942.1340
#> 119 1.5521455 6.1295700 1014.4698
#> 120 1.7638465 7.5231725 980.9661
#> 121 2.0107695 8.2168720 972.6614
#> 122 2.0089260 8.0185090 1028.2049
#> 123 1.8508000 8.0456060 1001.1050
#> 124 1.9859910 7.4621075 1009.9575
#> 125 1.8679870 7.7684340 926.2188
#> 126 1.8846955 7.7512990 1000.4272
#> 127 1.8136075 7.2862910 935.1093
#> 128 1.7073550 7.2253150 1007.4024
#> 129 1.6750090 7.2815175 931.1863
#> 130 1.5983390 7.1961705 989.6318
#> 131 1.7268800 7.5317110 972.5453
#> 132 1.5426680 6.6426245 997.2300
#> 133 1.7537430 6.8477690 1006.9216
#> 134 1.7116850 6.6314120 1025.9367
#> 135 1.6773540 6.9026015 1007.3678
#> 136 1.6302975 7.3611975 1016.4655
#> 137 1.5923885 6.3639495 1036.4236
#> 138 1.6289920 5.9065675 1019.3636
#> 139 1.4856115 6.2122035 969.3057
#> 140 1.6583855 6.8953720 962.3395
#> 141 1.6631635 6.7779800 970.7050
#> 142 1.6613770 6.9182155 1007.7826
#> 143 1.5750590 6.3478390 1026.8770
#> 144 1.5237965 6.0638045 937.2543
#> 145 1.4966810 6.3595695 903.5330
#> 146 1.5340340 5.5639250 995.9335
#> 147 1.4212540 6.2234630 994.7014
#> 148 1.3826555 6.0837345 1013.4548
#> 149 1.5001285 5.7899250 1008.5285
#> 150 1.6140355 6.7428310 921.8437
#> 151 1.6869630 6.9485365 945.9311
#> 152 1.4534975 6.9137415 988.4383
#> 153 1.5168430 6.3556310 959.4749
#> 154 1.6422170 6.4951965 1024.9412
#> 155 1.5228590 6.1712110 985.3165
#> 156 1.4745775 6.2610670 944.2561
#> 157 1.5739945 6.2137925 996.3679
#> 158 1.3443740 6.1251500 941.1899
#> 159 1.3074395 5.4472420 945.0649
#> 160 1.2859940 5.4385100 1020.0457
#> 161 1.3943180 5.7797275 988.0715
#> 162 1.3864205 6.2836335 1024.2341
#> 163 1.3725965 5.7766230 929.6659
#> 164 1.2933415 5.7459390 1001.4048
#> 165 1.6590245 6.7262985 928.0185
#> 166 1.7429120 7.1998280 1048.2759
#> 167 1.8255915 7.4815045 996.4709
#> 168 1.7914145 7.1067135 1006.0788
#> 169 1.7567870 6.9750950 1011.3154
#> 170 1.6196370 6.4212045 960.4802
#> 171 1.4178800 6.9182275 918.7183
#> 172 1.4922955 6.1098810 972.2002
#> 173 1.4483300 5.9278405 941.3205
#> 174 1.4023180 5.4894130 990.0907
#> 175 1.4245175 5.4769015 945.9065
#> 176 1.4991870 6.1326425 968.7387
#> 177 1.5762555 6.7148830 1005.5800
#> 178 1.5829005 6.4439545 1029.7782
#> 179 1.5498945 6.6877340 1014.3598
#> 180 1.5076790 6.5204315 1060.2858
#> 181 1.5724085 6.4060465 1013.6769
#> 182 1.6005370 6.5109935 1007.3079
#> 183 1.5267060 5.8203960 969.5980
#> 184 1.4599260 5.9474560 1004.8077
#> 185 1.4448690 6.1755825 956.5580
#> 186 1.4756865 6.2963470 1000.4439
#> 187 1.5509405 6.6036920 979.2015
#> 188 1.6810990 7.0414690 973.4549
#> 189 1.6435275 6.9747165 1023.0114
#> 190 1.5717630 6.7878240 955.7971
#> 191 1.6101560 6.4354575 1000.3938
#> 192 1.5937525 6.3460735 1021.6106
#> 193 1.4477905 6.2846590 977.0839
#> 194 1.5201115 6.0326290 975.2671
#> 195 1.4945220 6.6469350 1005.0014
#> 196 1.5219110 6.7664535 1025.5787
#> 197 1.5510155 6.0001420 956.4433
#> 198 1.6812830 6.2775650 990.4162
#> 199 1.6370140 6.7981670 985.4855
#> 200 1.6493545 6.7167145 974.4294
#> 201 1.6528165 6.6000935 977.1081
#> 202 1.5774020 6.5721515 937.2452
#> 203 1.5747390 6.0250420 931.7243
#> 204 1.4243320 6.2189105 1019.5844
#> 205 1.4739445 6.2458715 999.9828
#> 206 1.4051420 6.2061995 958.1504
#> 207 1.4911890 6.1153485 956.9930
#> 208 1.4334820 6.0817970 1025.7428
#> 209 1.4371970 6.5285520 1023.1793
#> 210 1.5318125 6.3997670 942.9002
#> 211 1.6848775 7.0997665 971.2778
#> 212 1.8053320 7.5490920 953.0523
#> 213 1.7994790 7.3218325 963.9335
#> 214 1.6256825 7.5813930 991.9649
#> 215 1.8566385 6.9439690 942.1748
#> 216 1.6472380 7.9412835 938.7071
#> 217 1.8995160 7.9826015 1003.6931
#> 218 1.8084140 7.7831070 999.7528
#> 219 1.7565265 7.5849940 952.6203
#> 220 1.7598735 7.3024685 950.5517
#> 221 1.6664540 6.7217915 985.9123
#> 222 1.5044910 6.4414060 966.9288
#> 223 1.4149930 6.3032155 1022.5498
#> 224 1.4331625 5.8771285 935.5590
#> 225 1.4371090 5.9256595 952.6292
#> 226 1.6055365 6.1275250 1011.4524
#> 227 1.5420325 6.0390055 1017.6561
#> 228 1.5756935 6.3922960 952.5719
#> 229 1.5936755 6.4703475 944.8270
#> 230 1.7142895 7.8282495 934.4103
#> 231 1.6807655 7.5822725 951.0863
#> 232 1.6170810 6.9537900 1007.9948
#> 233 1.6742560 6.8652540 974.0809
#> 234 1.5513275 6.6538265 999.3014
#> 235 1.4283575 6.1672210 964.5788
#> 236 1.4595970 6.5117495 970.7060
#> 237 1.3957045 5.9114825 967.3171
#> 238 1.3224955 5.3445640 989.9913
#> 239 1.3040795 5.8329140 916.7951
#> 240 1.5093495 6.4615765 954.9348
#> 241 1.6271500 6.6840715 1013.3923
#> 242 1.8722240 6.4865900 956.9288
#> 243 1.7237705 6.7658720 954.6416
#> 244 1.6159605 7.2502460 970.6266
#> 245 1.6975725 6.7158185 974.2242
#> 246 1.5740165 6.3294775 981.5342
#> 247 1.4416550 5.7789410 968.8599
#> 248 1.3640325 5.8640095 919.8914
#> 249 1.2359190 5.5097940 985.3513
#> 250 1.4114845 5.7850285 1011.1076
#> 251 1.4446380 6.5458090 979.8713
#> 252 1.6390910 7.0376300 1040.0147
#> 253 1.6242725 6.8901845 1036.3303
#> 254 1.6710025 7.4532250 995.5752
#> 255 1.7430325 7.5027650 977.2296
#> 256 1.7996610 7.5753185 972.6213
#> 257 1.6675850 7.2965360 1044.6404
#> 258 1.7115115 7.3655580 929.4210
#> 259 1.5751885 6.7772655 897.7027
#> 260 1.6041670 6.6783040 1020.1964
#> 261 1.7122485 6.9640555 1043.1339
#> 262 1.7189055 7.1005660 992.4840
#> 263 1.6383280 7.1655040 1000.6610
#> 264 1.6884085 7.0633460 1000.1234
#> 265 1.6497085 6.9953800 981.5448
#> 266 1.7314635 7.4696125 960.8546
#> 267 1.5888940 6.8211865 940.1722
#> 268 1.5395465 6.5218015 978.1313
#> 269 1.4828925 6.2710540 962.9135
#> 270 1.3509240 5.7513565 981.8397
#> 271 1.3689395 5.4733965 1039.6560
#> 272 1.3359865 6.0618705 951.4107
#> 273 1.2605500 6.1318510 987.6496
#> 274 1.5264965 6.1103965 968.6076
#> 275 1.7882695 7.1592295 953.2646
#> 276 1.7074335 7.1388385 970.6479
#> 277 1.8890625 7.2208540 982.3576
#> 278 1.6758125 6.8725575 978.0079
#> 279 1.6281070 6.5499275 988.0278
#> 280 1.5126695 6.1835635 981.2207
#> 281 1.5004900 5.9772135 995.4282
#> 282 1.4658855 5.4732405 993.5903
#> 283 1.2929825 5.2415725 923.1477
#> 284 1.3747480 5.3853800 1021.3796
#> 285 1.5048920 6.4142675 1005.2880
#> 286 1.6810780 6.8452880 966.0287
#> 287 1.7299145 7.1692420 989.1670
#> 288 1.8036250 7.5677315 913.1531
#> 289 1.7346610 7.1726540 988.8362
#> 290 1.7062815 7.1040380 993.8877
#> 291 1.7563630 7.4913665 981.0659
#> 292 1.5666885 6.9184115 1006.1025
#> 293 1.7331295 6.5628535 1025.7991
#> 294 1.6130755 6.4676960 998.6424
#> 295 1.6176705 6.6294465 975.8323
#> 296 1.7319020 7.1618140 990.2881
#> 297 1.7608800 7.4858795 955.3587
#> 298 1.6914140 7.1530655 990.8980
#> 299 1.6938095 6.5882185 1005.7417
#> 300 1.7911735 7.5174520 1015.5509
#> 301 1.6528735 6.6867830 985.8536
#> 302 1.6350965 6.5776375 957.6254
#> 303 1.5957570 6.3712460 980.1806
#> 304 1.4252940 6.1453005 984.2683
#> 305 1.5217310 6.2736605 1028.7335
#> 306 1.4724640 6.2089890 974.6255
#> 307 1.5970725 7.0286315 964.4398
#> 308 1.6056315 6.8246680 960.5494
#> 309 1.6984035 7.1202330 939.8112
#> 310 1.7490605 7.4263760 982.0582
#> 311 1.7044050 6.3470590 1012.3291
#> 312 1.6417645 6.6922945 981.3299
#> 313 1.5569165 6.6303165 1090.8079
#> 314 1.5213140 6.3315285 917.2892
#> 315 1.3891800 6.2417840 996.4537
#> 316 1.3112925 5.8530225 930.0313
#> 317 1.3687395 5.7713595 988.8153
#> 318 1.4298610 6.0992245 1044.6343
#> 319 1.5288585 6.2714370 1009.1164
#> 320 1.5894740 6.7228685 957.0185
#> 321 1.6332845 6.9992555 954.8139
#> 322 1.6493660 7.0106295 983.0981
#> 323 1.6489490 6.9402195 973.0039
#> 324 1.5277110 6.7721395 1029.3444
#> 325 1.5856980 6.3919805 996.3103
#> 326 1.6213740 7.0296790 935.9192
#> 327 1.6141265 6.4008975 992.3164
#> 328 1.5274080 6.4188270 1046.0036
#> 329 1.5780740 6.6091920 1013.3363
#> 330 1.7277980 7.0902670 987.3636
#> 331 1.7282445 7.4571905 1030.8907
#> 332 2.0185115 7.7785000 1019.7876
#> 333 1.8999930 7.5538475 1058.1156
#> 334 1.7208895 7.2985085 952.8902
#> 335 1.6917965 7.1582675 975.8140
#> 336 1.6688590 7.0551985 1023.3875
#> 337 1.5553615 6.6609395 944.6591
#> 338 1.4899925 5.8171705 937.3827
#> 339 1.5572800 6.6924465 919.7905
#> 340 1.6759515 6.5745915 964.5796
#> 341 1.6469725 7.4534420 993.5725
#> 342 1.6344885 7.6969085 971.0491
#> 343 1.8161520 7.6560795 962.5464
#> 344 1.8716255 8.2418000 1002.0032
#> 345 1.9945460 8.3046425 935.8860
#> 346 1.9876755 7.9985260 971.1932
#> 347 1.9335630 8.1851180 936.1430
#> 348 1.9414510 7.4968085 1038.9227
#> 349 1.6744910 7.7852335 994.5338
#> 350 1.6678795 7.3707270 965.7051
#> 351 1.5751830 6.6401090 969.4207
#> 352 1.4916290 6.1683940 1079.7766
#> 353 1.4236545 6.2483170 949.7519
#> 354 1.4424350 6.2488845 991.3223
#> 355 1.4311470 6.4929395 994.9065
#> 356 1.5158360 6.2608710 1024.6380
#> 357 1.5884380 6.5327045 975.5504
#> 358 1.6315250 6.6378680 935.8336
#> 359 1.5514375 6.9239245 964.2179
#> 360 1.5287340 6.4510475 1018.9461
#> 361 1.5303770 6.0473935 1026.4362
#> 362 1.4002200 5.7323745 998.4017
#> 363 1.3982635 5.3772425 974.8160
#> 364 1.3806015 6.2029285 1000.0580
#> 365 1.5743015 6.7186660 957.7798
#> 366 1.5692685 6.4598150 1014.3063
#> 367 1.6439460 6.7969590 1031.5621
#> 368 1.6921370 7.0356930 972.2756
#> 369 1.6622560 7.8001995 976.0852
#> 370 1.6014960 7.0869255 984.1129
#> 371 1.6571030 6.8805915 954.5926
#> 372 1.6550460 7.1936885 982.9062
#> 373 1.5500020 6.4134350 1007.9615
#> 374 1.5932005 6.2992090 978.0347
#> 375 1.4985785 6.4721710 1055.9414
#> 376 1.5226090 6.2931625 954.7117
#> 377 1.5555980 6.4941760 940.4865
#> 378 1.5473715 6.5707700 981.7907
#> 379 1.5178080 6.6053790 1019.9096
#> 380 1.6096535 6.4355855 922.0885
#> 381 1.5591740 6.2291025 998.1084
#> 382 1.6237920 6.9351985 951.1586
#> 383 1.5523050 6.4991915 985.0606
#> 384 1.6258230 6.7840610 971.1861
#> 385 1.5502995 7.0601975 942.4999
#> 386 1.5531880 7.0639885 926.9568
#> 387 1.5739560 6.5332435 985.9207
#> 388 1.6761395 6.9396225 951.8867
#> 389 1.5941225 6.7231260 989.4970
#> 390 1.6647445 7.0588045 1055.4701
#> 391 1.6369250 6.8067365 957.1352
#> 392 1.6719375 6.7486080 955.2311
#> 393 1.5218850 6.3753380 994.2726
#> 394 1.5817440 6.3833330 964.9855
#> 395 1.6165470 6.0004495 956.0169
#> 396 1.5890195 6.5653830 995.8914
#> 397 1.5235835 6.2710545 945.5460
#> 398 1.7425065 7.0815850 985.5955
#> 399 1.8831780 8.2818420 944.8849
#> 400 1.8550030 8.1485225 972.4343
#> 401 2.0641670 8.9049500 960.0516
#> 402 2.0568775 8.8394050 953.0951
#> 403 2.1384260 8.5473310 1007.8330
#> 404 2.0538870 8.5587145 937.4674
#> 405 2.0990495 8.6770470 979.9490
#> 406 2.1103955 8.8214640 984.1033
#> 407 1.9700020 7.8646680 947.0696
#> 408 1.8198570 7.7217740 891.1291
#> 409 1.7570585 7.3588930 1071.0521
#> 410 1.5005400 6.2668890 954.1027
#> 411 1.6777380 6.7305410 873.2818
#> 412 1.3760905 6.1975800 993.2465
#> 413 1.4890750 6.6202605 997.4872
#> 414 1.4070930 5.9823435 1056.6125
#> 415 1.4694595 6.2474805 988.8868
#> 416 1.4483415 5.9001505 1019.1150
#> 417 1.3758090 5.3905220 964.3227
#> 418 1.4724960 5.9510905 1017.2790
#> 419 1.3694640 6.0600160 980.6740
#> 420 1.5743800 6.5374565 995.9330
#> 421 1.4981655 6.6905880 921.2640
#> 422 1.5425575 6.3912460 960.6311
#> 423 1.4754755 6.3370135 982.7014
#> 424 1.6220820 6.7393765 1031.5203
#> 425 1.6723745 7.0712120 1010.3571
#> 426 1.6922235 7.2280795 1014.8784
#> 427 1.8140415 7.6217750 986.0109
#> 428 1.6300935 7.4213250 1015.1118
#> 429 1.8352060 7.2191345 956.6124
#> 430 1.6597485 7.4928605 957.8239
#> 431 1.7133685 6.7154840 927.5166
#> 432 1.7125260 7.2658140 986.9489
#> 433 1.6576740 7.0319645 942.0808
#> 434 1.6879245 6.9827010 899.0349
#> 435 1.4637545 7.0835995 1011.4297
#> 436 1.6489580 6.6737945 987.0509
#> 437 1.6742705 6.7595500 1015.5436
#> 438 1.5971975 6.6001885 905.4087
#> 439 1.6371030 6.2870785 953.1067
#> 440 1.4749290 6.5481110 953.0746
#> 441 1.4768880 6.6854980 1008.4577
#> 442 1.7776650 6.7704285 964.4583
#> 443 1.7617160 7.9013250 1036.7902
#> 444 1.9077865 7.5702795 934.4594
#> 445 1.8152010 7.2519885 947.0111
#> 446 1.7392810 7.1410360 1002.9913
#> 447 1.9020035 7.8230035 982.8743
#> 448 2.0641600 7.9151280 975.1221
#> 449 1.8670165 8.0459070 943.9217
#> 450 1.6446870 7.2355925 1049.5447
#> 451 1.7134925 6.9846375 1036.7562
#> 452 1.8069165 7.7065420 948.0065
#> 453 1.7547770 7.0592435 963.7318
#> 454 1.7577515 6.9316595 958.3445
#> 455 1.7616295 7.1412195 891.6088
#> 456 1.6733860 7.2263365 984.9731
#> 457 1.6378320 7.0603230 985.4243
#> 458 1.5964250 6.6660445 957.3554
#> 459 1.4864490 6.2159755 1000.9428
#> 460 1.4525865 6.0597090 948.8538
#> 461 1.5607125 6.1403395 1067.2880
#> 462 1.5221270 6.5135690 1043.1720
#> 463 1.6005185 6.6190115 1037.7393
#> 464 1.5310300 6.3515080 998.8116
#> 465 1.7175250 6.9357540 948.7578
#> 466 1.7254350 7.0936380 921.1417
#> 467 1.7023415 6.9185625 961.6309
#> 468 1.6145775 7.2519440 991.6796
#> 469 1.6518590 6.8747690 1071.8149
#> 470 1.7261115 7.2921270 968.1850
#> 471 1.6581525 7.0758055 984.5070
#> 472 1.7094900 6.8199455 973.0111
#> 473 1.6491540 6.6245305 1006.9604
#> 474 1.6238410 6.6613585 989.5109
#> 475 1.6305845 6.3674535 967.2489
#> 476 1.6574720 7.0054210 928.2882
#> 477 1.5193540 6.8152625 971.4426
#> 478 1.5070800 6.6607210 1006.3163
#> 479 1.5172405 6.8352430 955.2176
#> 480 1.5128280 6.9756220 968.9525
#> 481 1.6400240 6.1837600 979.8398
#> 482 1.6116695 6.7932785 990.5603
#> 483 1.7420665 6.8144720 925.9282
#> 484 1.6528340 7.0735455 983.4827
#> 485 1.6956535 7.5043700 998.2619
#> 486 1.6420330 7.1237110 942.0037
#> 487 1.6483400 7.0038535 970.6248
#> 488 1.5563630 7.4709730 977.0680
#> 489 1.6966975 7.0987785 947.2068
#> 490 1.5995390 7.2573855 1004.8274
#> 491 1.6896825 7.3197430 1009.4853
#> 492 1.6919720 7.2199495 995.3600
#> 493 1.8365945 6.8733950 940.9663
#> 494 1.7722490 7.0544465 933.6019
#> 495 1.7639555 7.3878855 943.3194
#> 496 1.7962925 7.0954230 962.4620
#> 497 1.6811030 7.5394570 999.0960
#> 498 1.8359660 7.0435550 965.3553
#> 499 1.7376355 6.9489045 1007.6482
#> 500 1.6612630 6.4214405 970.4549
#> 501 1.4939165 6.4253770 985.6562
#> 502 1.4878700 6.0802465 1011.9102
#> 503 1.4821640 6.8758125 975.1016
#> 504 1.5860290 6.9361060 973.4971
#> 505 1.5206365 6.6155660 980.6035
#> 506 1.6708585 6.6875105 988.8565
#> 507 1.6687705 7.0897450 972.6618
#> 508 1.7052825 7.2987810 968.3783
#> 509 1.7408700 7.3860385 984.4005
#> 510 1.7676835 7.0205450 1055.9423
#> 511 1.6757460 7.4481805 909.7724
#> 512 1.7229420 7.2065600 962.4712
#> 513 1.7872165 6.9947805 970.2356
#> 514 1.7407190 7.1298865 985.3834
#> 515 1.7520890 6.3745750 987.7842
#> 516 1.7034375 6.8527240 1013.4019
#> 517 1.7241360 7.0222110 964.1761
#> 518 1.5806800 6.7709295 941.8689
#> 519 1.5493335 6.5853315 971.7943
#> 520 1.5265990 6.8807055 985.6755
#> 521 1.5638460 6.5112770 952.0459
#> 522 1.4860785 6.3022880 951.7794
#> 523 1.5854530 6.1994700 1047.3620
#> 524 1.5046310 6.5024585 990.0504
#> 525 1.4791835 5.8781545 977.3750
#> 526 1.4278975 6.3715775 943.4728
#> 527 1.5017940 6.4920500 999.6819
#> 528 1.6414625 6.5168930 1011.0415
#> 529 1.6464570 6.7427860 1051.0461
#> 530 1.9784030 8.0769845 976.7850
#> 531 1.9217070 8.1454090 1027.4742
#> 532 1.8826945 8.0404095 1022.6813
#> 533 1.9196720 7.8668365 974.3244
#> 534 1.9278645 8.3553640 1020.7197
#> 535 1.8452955 7.3296250 1027.9135
#> 536 1.7061010 7.3980130 1039.9257
#> 537 1.7226225 7.1010800 967.7330
#> 538 1.6186030 6.4958660 934.5841
#> 539 1.5786615 6.6088620 1028.8970
#> 540 1.4176975 6.2681180 961.7595
#> 541 1.5277920 6.6747925 983.2953
#> 542 1.7414990 6.8559240 952.3488
#> 543 1.6785860 6.5381140 1009.2112
#> 544 1.5661620 6.5718665 990.6522
#> 545 1.7437275 7.5376815 1065.0239
#> 546 1.8833515 7.5290905 1034.4623
#> 547 1.8130115 7.8598425 972.4939
#> 548 1.8107005 7.7435440 1035.9308
#> 549 1.8307335 7.4293740 990.6619
#> 550 1.8419885 7.3390080 955.6637
#> 551 1.6054320 7.1617450 986.3386
#> 552 1.6546060 7.0965035 1002.1161
#> 553 1.6495495 6.9989345 981.8937
#> 554 1.5552480 7.0469515 1005.0760
#> 555 1.5832160 7.0640750 978.7479
#> 556 1.6908505 6.8152355 959.8797
#> 557 1.6568585 6.4079450 932.1000
#> 558 1.6243145 6.7839065 966.7372
#> 559 1.6222575 6.9069870 976.3124
#> 560 1.6333325 6.7923160 1018.1916
#> 561 1.6436840 6.6333860 975.9884
#> 562 1.6966335 6.5959685 936.5142
#> 563 1.6372020 6.5119165 1015.1223
#> 564 1.4985355 6.1632280 991.6006
#> 565 1.5948440 6.8477140 914.7794
#> 566 1.6688145 6.4642900 1010.1285
#> 567 1.5891540 6.3457735 986.0049
#> 568 1.5655180 6.2313770 972.3157
#> 569 1.5894870 6.6426170 1009.1144
#> 570 1.7734350 7.0713265 973.2835
#> 571 1.8573280 7.6857315 1017.9577
#> 572 1.8141095 7.6044815 964.6115
#> 573 1.8518185 7.5467820 954.8777
#> 574 1.7927060 7.6635720 977.8964
#> 575 1.5707755 7.0661540 897.0355
#> 576 1.6326860 6.8298495 966.3630
#> 577 1.5240995 6.5334735 992.9017
#> 578 1.5359255 6.0997740 931.2644
#> 579 1.5139725 6.4252355 902.0132
#> 580 1.5829650 7.0601470 1003.0419
#> 581 1.8641495 6.9777940 945.1756
#> 582 1.9083950 8.4832255 929.3433
#> 583 1.8907380 8.2536120 959.9082
#> 584 1.9847840 7.9052120 960.6859
#> 585 2.4462085 10.5785860 958.8954
#> 586 2.6801700 11.7479980 936.3368
#> 587 2.6201965 11.6561055 938.1498
#> 588 2.7729325 12.4350690 996.0365
#> 589 2.8203185 11.6223930 954.5032
#> 590 2.4482160 10.8767235 943.3106
#> 591 2.5610745 10.5511950 1022.0560
#> 592 2.4015615 10.4243510 1010.3576
#> 593 2.3010345 9.3489280 1019.1770
#> 594 2.1938935 9.1543135 995.7677
#> 595 2.3444320 8.9906115 959.1906
#> 596 2.5087945 11.4059500 985.1209
#> 597 2.8799825 12.9812520 1029.4494
#> 598 3.0071100 12.6966280 985.7518
#> 599 3.0638990 13.7478300 908.6393
#> 600 3.0359990 13.1821285 966.1855
#> 601 3.3616790 13.1903500 935.9739
#> 602 3.4332365 13.5990300 1006.1689
#> 603 3.2996145 13.5639070 974.6589
#> 604 3.0215085 11.9429350 949.1099
#> 605 2.3630795 9.8030090 996.1254
#> 606 2.2894790 9.6593105 1022.6676
#> 607 2.2399540 8.8928025 1007.4278
#> 608 2.0183535 8.8330670 897.6149
#> 609 1.9848835 7.9690725 984.6158
#> 610 1.8654160 8.2121750 967.7119
#> 611 2.0180385 8.4983505 987.7044
#> 612 2.1326525 8.5005605 1006.0365
#> 613 2.4044410 9.1146460 976.9515
#> 614 2.0037160 9.6095565 964.1253
#> 615 2.0540915 8.5084890 935.8928
#> 616 1.8795945 8.1162635 952.6265
#> 617 2.0004240 9.0973985 1035.7846
#> 618 2.1054215 9.1700305 949.2478
#> 619 2.0647630 8.7010915 930.8434
#> 620 1.9996380 8.5538605 961.2972
#> 621 1.9798210 8.5042770 950.3087
#> 622 1.9764720 8.6833720 988.8073
#> 623 2.0822080 8.8727525 912.2738
#> 624 1.9721030 8.2371890 1010.5743
#> 625 2.0512645 8.7865410 1020.6639
#> 626 2.0848950 8.5438290 1003.2832
#> 627 1.9568970 8.6548985 1006.6961
#> 628 1.9963845 9.2242800 1007.8199
#> 629 2.4333350 9.8452510 947.9723
#> 630 2.3175575 9.2176470 960.2574
#> 631 2.3101455 9.6293990 1026.1503
#> 632 2.4821430 9.7827460 999.1485
#> 633 2.5683985 10.1638165 990.7532
#> 634 2.5381995 10.7427520 1021.8466
#> 635 2.5325520 9.7716485 1029.2744
#> 636 2.2557815 9.3123660 1039.1601
#> 637 2.3163715 9.4709095 964.3651
#> 638 2.1902660 9.1317105 1065.8145
#> 639 1.8633085 7.4684625 956.7737
#> 640 1.6237810 7.1420225 967.7039
#> 641 1.5074345 6.3719610 1050.5766
#> 642 1.5200805 6.2156025 997.1910
#> 643 1.6856655 6.3107740 984.0711
#> 644 1.5899240 6.2581075 980.8137
#> 645 1.6207295 7.3024925 981.5972
#> 646 2.0133880 8.1651905 973.0957
#> 647 2.0977825 9.3635845 1020.7079
#> 648 2.4801235 10.0723440 1002.7264
#> 649 2.4737705 10.4190040 979.3877
#> 650 2.2038440 9.9790420 995.9728
#> 651 2.0954820 8.8280810 961.5027
#> 652 2.1822965 8.5453330 933.0277
#> 653 2.0349990 8.5767680 1012.1860
#> 654 1.8032105 8.0959410 908.5307
#> 655 1.6946790 7.6355380 950.8662
#> 656 1.8845715 7.6830865 1071.5446
#> 657 1.9869830 7.9848270 973.4576
#> 658 2.0392580 8.5544275 981.4204
#> 659 2.1339840 9.3264655 993.5714
#> 660 2.3266205 9.5336975 997.1597
#> 661 2.2003515 8.8475650 982.7282
#> 662 2.2978755 9.4515565 989.2252
#> 663 2.3191725 10.3695635 957.2744
#> 664 2.1904385 9.8315985 950.9227
#> 665 2.2373275 8.7184995 1026.2900
#> 666 2.0719795 8.7562825 999.6864
#> 667 1.9660995 8.4509235 961.1522
#> 668 2.0222895 7.7213310 976.3680
#> 669 1.8835845 7.5311600 1054.6276
#> 670 1.9344280 7.8390770 979.5706
#> 671 1.9253595 8.4663435 985.3298
#> 672 1.9502510 8.5787565 984.5622
#> 673 2.1910910 8.5136960 926.7067
#> 674 2.1059725 8.9993330 947.2341
#> 675 2.0177535 8.5951705 955.1968
#> 676 2.1039215 9.5191940 983.8510
#> 677 2.3269440 9.9164040 998.7163
#> 678 2.3774320 9.2160310 940.9400
#> 679 2.4783015 9.9925900 1012.6389
#> 680 2.3017165 10.2318585 912.0601
#> 681 2.3184475 9.5983645 925.5614
#> 682 2.5488400 10.1488125 1003.5397
#> 683 2.1747340 11.1144475 971.3838
#> 684 2.3876680 8.8776940 882.4196
#> 685 2.1093280 8.7457335 950.2435
#> 686 2.1045990 9.1642895 923.8393
#> 687 2.1509745 8.4559010 963.0679
#> 688 2.1632805 8.8097055 936.8852
#> 689 2.0876245 9.2176705 984.4051
#> 690 2.2291185 9.8239035 970.1071
#> 691 2.3202450 9.2839890 953.1334
#> 692 2.4800800 9.8221035 946.6841
#> 693 2.3178535 10.0430500 972.5077
#> 694 2.0788960 9.1348710 981.7019
#> 695 1.9610785 8.8132605 842.7901
#> 696 1.9828220 8.0860375 959.7629
#> 697 1.8645935 7.9684405 990.1872
#> 698 2.0236525 7.9389430 976.1256
#> 699 1.9211195 8.1058140 990.1788
#> 700 2.0844680 8.8826520 1005.7016
#> 701 2.4523355 9.7937150 947.9552
#> 702 2.5878685 10.2235960 1016.2677
#> 703 2.5857470 10.5306005 1038.8145
#> 704 2.6205545 10.8691535 974.2961
#> 705 2.4438705 11.2236925 965.9550
#> 706 2.4480225 11.1373025 947.1798
#> 707 2.6281830 10.0108295 941.4440
#> 708 2.3404890 9.9249575 1000.5054
#> 709 2.3828865 9.4840810 983.4985
#> 710 2.2239870 9.4972710 1006.3185
#> 711 2.2496700 9.8242940 941.3126
#> 712 2.2498055 9.1383390 957.3799
#> 713 2.2393995 8.8871535 1004.1760
#> 714 2.3786800 9.7303390 958.9592
#> 715 2.2428620 9.8888320 982.3320
#> 716 2.2180345 9.2351385 976.5834
#> 717 2.1891120 9.1701200 994.8159
#> Temperature Room Relative Humidity Room
#> 1 19.48421 53.50838
#> 2 20.58497 53.30395
#> 3 20.99250 49.53894
#> 4 19.26694 47.89789
#> 5 20.62044 53.42988
#> 6 20.17601 54.33861
#> 7 19.60619 53.17639
#> 8 19.03018 52.48093
#> 9 20.77719 53.75170
#> 10 20.36536 54.29412
#> 11 21.09906 50.06292
#> 12 19.31041 46.79597
#> 13 19.32523 46.29258
#> 14 20.13625 49.16104
#> 15 19.97139 45.53661
#> 16 21.04801 48.88103
#> 17 21.81045 47.30645
#> 18 21.66687 48.72191
#> 19 19.72161 52.90930
#> 20 21.48864 52.90326
#> 21 19.41939 54.82093
#> 22 20.68228 60.96382
#> 23 20.52279 63.71239
#> 24 21.82761 69.66431
#> 25 22.41240 69.00799
#> 26 20.41701 67.58998
#> 27 20.34895 69.51157
#> 28 19.64096 64.41612
#> 29 20.83304 68.06262
#> 30 20.49688 64.35922
#> 31 21.91190 65.52646
#> 32 19.55020 66.50763
#> 33 20.24032 61.16107
#> 34 19.33748 63.64108
#> 35 20.35889 64.47443
#> 36 21.31008 62.52315
#> 37 20.36966 64.75554
#> 38 19.68152 64.18234
#> 39 21.21408 58.73568
#> 40 20.91005 59.01090
#> 41 20.20158 58.54597
#> 42 19.77404 53.92326
#> 43 19.72564 56.98662
#> 44 20.19866 56.69055
#> 45 20.37663 56.48774
#> 46 20.14082 53.51056
#> 47 19.32221 52.26046
#> 48 21.38540 51.73608
#> 49 21.47062 50.49533
#> 50 20.28165 55.48769
#> 51 21.03094 53.41124
#> 52 21.61711 53.09113
#> 53 19.66392 55.81445
#> 54 20.03906 52.88852
#> 55 20.13261 52.69872
#> 56 21.09705 53.61589
#> 57 19.76105 51.56405
#> 58 19.95800 53.79936
#> 59 20.50430 54.91621
#> 60 20.28471 52.84913
#> 61 20.18744 51.88495
#> 62 19.39284 51.92728
#> 63 20.36869 52.70014
#> 64 21.00142 49.77082
#> 65 20.54502 52.34158
#> 66 20.11362 53.35201
#> 67 20.07922 55.66837
#> 68 20.38483 53.03322
#> 69 20.08724 51.45695
#> 70 20.26752 57.15241
#> 71 20.07184 54.74631
#> 72 20.19909 54.12440
#> 73 20.03168 53.72726
#> 74 19.29382 55.14817
#> 75 20.04671 58.69476
#> 76 20.78111 56.93324
#> 77 20.06154 59.12399
#> 78 20.55094 56.10423
#> 79 20.01110 55.74523
#> 80 20.11299 54.39863
#> 81 20.09165 56.16258
#> 82 18.53555 59.37119
#> 83 20.84090 55.23530
#> 84 19.95206 58.13969
#> 85 20.42773 57.29303
#> 86 19.41399 58.82947
#> 87 19.30975 60.50834
#> 88 19.46201 54.13718
#> 89 19.36376 62.24791
#> 90 19.52371 60.32294
#> 91 20.28950 64.00489
#> 92 19.50902 61.01340
#> 93 18.46309 58.97968
#> 94 20.04128 57.69120
#> 95 19.92986 55.57625
#> 96 20.02795 56.29039
#> 97 19.67367 63.56128
#> 98 20.93207 55.04453
#> 99 20.73370 60.11604
#> 100 18.51230 58.27849
#> 101 20.02418 59.68790
#> 102 19.96907 57.82644
#> 103 20.72126 59.91627
#> 104 19.96757 59.32712
#> 105 20.39819 59.41374
#> 106 18.36850 62.92980
#> 107 20.02587 60.68361
#> 108 19.32985 62.24900
#> 109 20.81334 59.43702
#> 110 19.36997 61.94160
#> 111 20.21678 63.49449
#> 112 20.52984 61.94083
#> 113 19.63706 62.28475
#> 114 20.80416 62.90243
#> 115 20.62466 66.24056
#> 116 21.41758 60.03987
#> 117 20.57053 62.22290
#> 118 19.80241 67.27954
#> 119 19.92780 67.25222
#> 120 20.70381 62.11604
#> 121 21.50169 60.58260
#> 122 20.19522 58.91512
#> 123 20.72276 62.91300
#> 124 19.56722 62.31639
#> 125 20.67789 63.76103
#> 126 20.45069 59.97319
#> 127 20.84347 59.90093
#> 128 20.66199 59.82821
#> 129 21.01615 59.08544
#> 130 20.70407 63.25136
#> 131 20.84410 60.58390
#> 132 20.60823 59.58687
#> 133 19.73354 55.56763
#> 134 21.44013 62.85134
#> 135 22.44732 60.45451
#> 136 21.60753 57.65253
#> 137 19.93210 60.94141
#> 138 21.53199 58.95866
#> 139 19.86980 54.02799
#> 140 21.18858 60.73528
#> 141 20.85665 59.17627
#> 142 20.50392 59.33987
#> 143 21.67304 54.47057
#> 144 20.51121 61.36253
#> 145 20.15220 59.01295
#> 146 20.59897 62.31429
#> 147 21.36508 59.62131
#> 148 21.12990 57.20166
#> 149 19.96082 57.58448
#> 150 19.89626 55.74994
#> 151 21.71898 58.04992
#> 152 19.94667 62.85055
#> 153 21.45225 57.27852
#> 154 20.18869 59.13854
#> 155 21.36592 60.38628
#> 156 20.25683 54.61768
#> 157 20.96297 53.37531
#> 158 22.34186 56.60481
#> 159 18.97351 54.88750
#> 160 22.72742 55.84100
#> 161 20.59557 51.85378
#> 162 20.49697 53.96094
#> 163 19.14761 59.24415
#> 164 21.49234 56.01259
#> 165 21.31334 56.15426
#> 166 21.13484 59.77626
#> 167 20.31875 55.28905
#> 168 21.60879 58.63311
#> 169 20.52905 57.62847
#> 170 21.66995 56.39911
#> 171 22.85093 54.37207
#> 172 22.12653 52.71984
#> 173 19.93991 52.78314
#> 174 19.99211 54.65135
#> 175 21.89211 55.34680
#> 176 21.09580 58.76052
#> 177 21.41684 55.14339
#> 178 20.77324 55.68385
#> 179 22.05007 54.85453
#> 180 19.63950 54.38204
#> 181 21.16889 61.65242
#> 182 20.79217 54.95676
#> 183 19.30695 58.06528
#> 184 21.83601 58.07095
#> 185 22.16939 55.48551
#> 186 21.58050 56.22310
#> 187 20.76073 55.30301
#> 188 21.48254 57.76476
#> 189 21.05576 59.52139
#> 190 20.75639 55.69080
#> 191 20.51871 55.65320
#> 192 22.04192 59.31999
#> 193 21.05072 56.98061
#> 194 19.62618 59.05456
#> 195 21.06617 59.87676
#> 196 21.95574 56.00577
#> 197 20.15040 57.38692
#> 198 20.98559 55.48844
#> 199 22.03448 55.49737
#> 200 21.01099 52.01572
#> 201 21.77132 55.69039
#> 202 20.84574 53.92036
#> 203 22.54689 57.58565
#> 204 19.53119 57.03052
#> 205 21.96789 58.58698
#> 206 21.53157 59.20005
#> 207 20.62778 59.89331
#> 208 21.10305 56.88009
#> 209 20.10263 56.97511
#> 210 20.46469 53.87295
#> 211 19.93752 56.79588
#> 212 21.41703 54.29284
#> 213 22.07018 54.57145
#> 214 21.59945 56.70198
#> 215 21.24275 53.47239
#> 216 20.47155 56.27802
#> 217 20.99462 56.15680
#> 218 21.40915 52.39573
#> 219 22.86780 56.56401
#> 220 20.74686 58.39532
#> 221 22.96289 58.85692
#> 222 20.48158 57.18511
#> 223 20.32758 59.35762
#> 224 22.40744 55.86725
#> 225 20.92355 58.29075
#> 226 19.96497 55.91437
#> 227 20.48920 60.83843
#> 228 21.56746 56.80141
#> 229 19.72062 55.53574
#> 230 21.04157 57.32159
#> 231 22.10292 56.50079
#> 232 21.90973 60.30786
#> 233 21.42902 59.24761
#> 234 20.72289 54.64879
#> 235 20.48294 58.46781
#> 236 20.52131 56.27974
#> 237 20.46639 57.99436
#> 238 21.02738 57.51797
#> 239 21.59244 59.49351
#> 240 20.18484 53.89661
#> 241 20.84030 60.33384
#> 242 20.88367 54.44894
#> 243 19.12483 54.81730
#> 244 21.28683 53.53198
#> 245 20.28922 59.93173
#> 246 21.18559 53.34726
#> 247 20.46439 58.28023
#> 248 19.21441 55.93600
#> 249 21.57465 55.85057
#> 250 20.77365 60.04788
#> 251 20.63422 57.23753
#> 252 21.53418 56.79233
#> 253 21.49537 58.34444
#> 254 21.45758 59.88174
#> 255 20.33138 57.46899
#> 256 21.74729 59.14242
#> 257 21.63831 59.99130
#> 258 19.75311 55.78591
#> 259 19.75362 56.44056
#> 260 20.48907 55.05953
#> 261 20.89245 59.54832
#> 262 20.09184 52.52613
#> 263 19.94710 56.68615
#> 264 22.30387 60.82070
#> 265 21.23188 56.68166
#> 266 21.31190 56.07695
#> 267 20.01318 52.73260
#> 268 21.93855 55.74971
#> 269 20.13701 58.82304
#> 270 20.93770 57.75540
#> 271 20.93486 58.53642
#> 272 20.85995 55.96017
#> 273 21.43727 57.58542
#> 274 21.44701 57.91123
#> 275 19.71849 56.86074
#> 276 21.39471 60.08223
#> 277 22.53385 59.87394
#> 278 20.64103 55.94088
#> 279 21.21735 58.06624
#> 280 20.95105 56.44491
#> 281 21.20630 56.23738
#> 282 22.75775 57.02079
#> 283 20.26323 59.59727
#> 284 21.83501 55.08516
#> 285 22.48333 58.59341
#> 286 21.80604 56.22592
#> 287 21.26366 58.35803
#> 288 20.26721 52.96210
#> 289 20.41756 59.06393
#> 290 21.69821 56.30700
#> 291 21.73339 54.47427
#> 292 21.90937 55.17748
#> 293 20.49022 60.69795
#> 294 21.14097 58.78880
#> 295 19.23717 57.43256
#> 296 20.83000 59.21610
#> 297 21.39933 59.65966
#> 298 21.41191 60.72916
#> 299 21.52681 53.01401
#> 300 20.36156 55.35142
#> 301 21.14265 57.15013
#> 302 21.33947 56.93027
#> 303 21.83584 57.18645
#> 304 21.40473 60.13657
#> 305 20.39206 59.81279
#> 306 21.23799 56.26473
#> 307 21.08702 57.54763
#> 308 21.80034 56.66050
#> 309 21.18245 59.61369
#> 310 21.53349 56.71960
#> 311 21.54262 53.88906
#> 312 21.41481 60.86414
#> 313 21.07412 59.89328
#> 314 21.28643 58.55471
#> 315 20.87930 59.19915
#> 316 20.93776 55.84838
#> 317 21.53012 54.57707
#> 318 21.83182 56.09408
#> 319 20.14836 58.33431
#> 320 21.16003 53.47735
#> 321 21.93880 55.11258
#> 322 20.95436 55.09148
#> 323 21.00205 60.05272
#> 324 20.35005 57.82766
#> 325 21.62457 57.80565
#> 326 21.66464 58.04345
#> 327 22.93678 55.20173
#> 328 21.41172 60.37024
#> 329 21.35583 56.47707
#> 330 22.90289 53.20744
#> 331 21.65024 55.17877
#> 332 21.73615 55.57310
#> 333 20.47547 55.65859
#> 334 20.02484 58.39736
#> 335 21.65851 58.26525
#> 336 21.10973 56.30384
#> 337 21.93925 56.62325
#> 338 21.59628 54.49452
#> 339 20.39106 52.70799
#> 340 21.48131 58.72780
#> 341 21.90140 56.32422
#> 342 20.05295 55.58989
#> 343 21.80432 57.57601
#> 344 21.51707 56.62323
#> 345 20.74215 52.25466
#> 346 20.78336 56.03117
#> 347 19.94067 59.06908
#> 348 21.89582 54.82538
#> 349 20.67656 56.05055
#> 350 20.48207 58.52017
#> 351 21.06687 53.35312
#> 352 20.22208 56.85206
#> 353 21.54115 53.69762
#> 354 21.54876 56.30701
#> 355 20.82305 54.37769
#> 356 19.89089 56.82145
#> 357 22.62124 61.76089
#> 358 21.14567 55.02664
#> 359 20.76436 50.91209
#> 360 21.25338 55.09158
#> 361 21.44076 57.47520
#> 362 21.46040 57.76381
#> 363 20.94548 53.82433
#> 364 21.06578 59.65680
#> 365 22.11346 59.64363
#> 366 21.57075 59.42785
#> 367 20.63063 58.50597
#> 368 21.25648 57.43724
#> 369 22.01013 56.89614
#> 370 20.39596 59.98193
#> 371 22.52745 60.24151
#> 372 20.49260 60.08158
#> 373 21.64232 59.39126
#> 374 20.27041 57.21746
#> 375 20.84525 56.78054
#> 376 21.69070 54.86054
#> 377 21.81687 55.30585
#> 378 21.08936 55.06551
#> 379 19.77740 54.82468
#> 380 21.55001 56.69768
#> 381 21.25321 57.58407
#> 382 19.64836 58.41351
#> 383 20.90275 56.00764
#> 384 19.71403 57.42778
#> 385 19.98642 58.00393
#> 386 21.82374 59.86504
#> 387 21.17068 54.69477
#> 388 20.65179 59.40445
#> 389 21.08557 57.76399
#> 390 21.48757 56.13345
#> 391 21.39250 55.85426
#> 392 20.10547 54.87162
#> 393 21.59728 59.80516
#> 394 22.52732 56.12109
#> 395 19.71512 55.30018
#> 396 21.68001 53.62637
#> 397 21.36178 54.52153
#> 398 21.12046 56.17602
#> 399 21.52126 52.62435
#> 400 20.18777 58.16430
#> 401 21.08118 56.51844
#> 402 21.47229 58.24957
#> 403 20.80149 56.08404
#> 404 20.87014 59.05531
#> 405 22.21211 53.46244
#> 406 21.67140 57.48507
#> 407 21.46002 57.21226
#> 408 19.64075 57.91321
#> 409 22.84779 56.15407
#> 410 21.40047 58.27812
#> 411 20.21852 58.15575
#> 412 20.26754 59.78287
#> 413 18.93638 54.22122
#> 414 21.52100 54.80154
#> 415 21.69036 61.62827
#> 416 22.09886 59.59085
#> 417 21.05616 54.95125
#> 418 20.11226 59.29768
#> 419 21.12403 54.82214
#> 420 20.62854 52.40639
#> 421 21.05288 55.97684
#> 422 21.51556 55.34823
#> 423 21.64886 53.39444
#> 424 21.99056 55.46370
#> 425 21.49520 61.44850
#> 426 21.19352 55.10806
#> 427 21.57195 56.68280
#> 428 20.74084 54.42458
#> 429 20.91188 54.10248
#> 430 20.70792 51.70802
#> 431 22.15921 59.57270
#> 432 21.16109 58.56532
#> 433 21.70299 57.74064
#> 434 20.14838 57.29701
#> 435 20.77017 55.08557
#> 436 22.17165 57.21801
#> 437 20.93569 59.16110
#> 438 20.28920 59.02913
#> 439 21.71452 59.89602
#> 440 21.62130 60.97169
#> 441 19.54116 56.72601
#> 442 20.31992 60.04029
#> 443 20.29270 55.51110
#> 444 20.62749 59.89011
#> 445 20.44130 54.31277
#> 446 20.09408 59.15350
#> 447 20.76597 60.19170
#> 448 20.43947 57.79690
#> 449 20.63121 57.67086
#> 450 20.33949 55.83636
#> 451 20.69630 55.37007
#> 452 19.89306 58.68810
#> 453 21.13632 58.80690
#> 454 21.47492 56.24996
#> 455 21.37987 57.12513
#> 456 21.10401 55.05530
#> 457 19.30219 57.76841
#> 458 21.36040 56.30199
#> 459 20.95802 56.63919
#> 460 21.14253 53.32997
#> 461 21.37885 54.30295
#> 462 20.33279 54.28109
#> 463 22.08834 58.70247
#> 464 21.31019 58.67530
#> 465 21.95626 58.34688
#> 466 21.30079 54.14007
#> 467 20.83360 59.26982
#> 468 18.09035 56.48137
#> 469 22.05911 54.31557
#> 470 19.74814 55.10257
#> 471 20.34313 54.99180
#> 472 21.00018 57.72862
#> 473 20.88198 57.35167
#> 474 21.98307 56.18396
#> 475 19.44158 57.09022
#> 476 21.58461 57.87394
#> 477 21.87019 57.14187
#> 478 23.14279 56.94405
#> 479 20.56457 61.77247
#> 480 20.74012 61.71979
#> 481 20.04168 59.63790
#> 482 21.09840 58.27111
#> 483 20.86898 56.84508
#> 484 20.28511 57.28954
#> 485 21.57516 58.61485
#> 486 21.08903 60.91848
#> 487 20.76268 56.20637
#> 488 22.70762 62.71851
#> 489 20.81849 57.01854
#> 490 21.51328 58.80140
#> 491 21.52289 58.13688
#> 492 19.70521 54.82044
#> 493 19.58696 60.31336
#> 494 20.87765 57.37293
#> 495 22.20753 54.92273
#> 496 20.74409 57.36575
#> 497 21.42439 58.94586
#> 498 21.20022 53.39838
#> 499 19.01188 56.50319
#> 500 20.82248 54.29588
#> 501 21.17020 55.55746
#> 502 21.34169 56.13610
#> 503 20.97938 57.18430
#> 504 21.15167 51.04762
#> 505 21.55705 55.91957
#> 506 20.66542 54.97106
#> 507 20.98985 55.12287
#> 508 19.24309 55.78876
#> 509 20.42259 56.27690
#> 510 22.87405 56.02151
#> 511 21.60467 57.91951
#> 512 21.67031 57.78610
#> 513 20.24694 56.21186
#> 514 19.28661 56.18875
#> 515 20.73604 57.48241
#> 516 20.87943 56.07309
#> 517 22.73679 58.02460
#> 518 20.60230 56.70626
#> 519 20.15508 59.12213
#> 520 21.79488 55.48516
#> 521 20.49348 60.49603
#> 522 20.15549 58.18393
#> 523 21.48201 59.84435
#> 524 22.18554 57.10232
#> 525 22.43821 61.21882
#> 526 21.25744 55.18471
#> 527 22.03463 58.61177
#> 528 20.29792 56.93232
#> 529 20.47822 55.51193
#> 530 20.99958 57.48441
#> 531 19.32874 54.29508
#> 532 20.68802 55.40784
#> 533 20.69479 56.51583
#> 534 21.22715 56.50249
#> 535 20.74468 53.13975
#> 536 21.41905 55.69678
#> 537 20.66490 53.79717
#> 538 19.43511 56.43123
#> 539 20.05922 60.32994
#> 540 20.32030 58.05248
#> 541 20.69201 58.15844
#> 542 21.48089 54.76021
#> 543 20.71174 54.40390
#> 544 22.25475 54.94160
#> 545 19.55549 54.89520
#> 546 20.36834 56.80392
#> 547 21.45992 56.05361
#> 548 22.06416 56.53424
#> 549 19.84167 53.30047
#> 550 20.46475 59.63243
#> 551 20.34354 58.24237
#> 552 19.77585 59.14246
#> 553 20.35725 60.71021
#> 554 20.24254 53.40115
#> 555 20.61751 54.45466
#> 556 22.68918 58.63531
#> 557 21.38241 59.26047
#> 558 22.61445 60.50820
#> 559 21.44064 60.33908
#> 560 20.72246 56.43693
#> 561 19.95588 57.69216
#> 562 20.99673 57.60594
#> 563 21.65904 55.54756
#> 564 20.81263 56.04597
#> 565 22.38583 56.27726
#> 566 20.37782 56.58946
#> 567 22.23501 56.75205
#> 568 21.70401 56.85780
#> 569 21.72030 55.06065
#> 570 21.62552 57.63538
#> 571 20.86157 58.56342
#> 572 21.04633 57.57662
#> 573 20.73385 56.25034
#> 574 20.51509 58.13262
#> 575 22.11072 54.47814
#> 576 21.62557 57.29330
#> 577 22.50199 57.88563
#> 578 20.81041 57.02818
#> 579 20.59952 55.44726
#> 580 21.10725 56.46343
#> 581 21.34054 51.77888
#> 582 19.64099 54.44575
#> 583 20.90581 59.18704
#> 584 20.49800 57.13114
#> 585 22.16616 58.75827
#> 586 22.29352 55.53461
#> 587 22.09001 56.89106
#> 588 20.72346 56.62655
#> 589 21.08228 57.36966
#> 590 20.20918 54.90840
#> 591 20.02959 57.11067
#> 592 21.72969 56.12749
#> 593 20.47923 58.31170
#> 594 20.30224 56.93471
#> 595 21.03392 58.31328
#> 596 20.63479 57.93899
#> 597 20.74718 59.31068
#> 598 22.30557 52.18205
#> 599 22.56675 52.77405
#> 600 22.47572 56.54712
#> 601 23.48321 55.57347
#> 602 22.51763 54.47171
#> 603 23.49603 55.75136
#> 604 23.49060 52.16438
#> 605 23.09417 49.30115
#> 606 24.21282 52.51358
#> 607 25.40693 53.62355
#> 608 24.63631 53.03770
#> 609 24.55360 52.12078
#> 610 24.36070 58.06175
#> 611 23.47508 55.41198
#> 612 24.55623 57.80915
#> 613 23.04432 58.31686
#> 614 23.71834 57.19697
#> 615 22.95145 58.30899
#> 616 24.32734 52.65962
#> 617 23.43787 52.00395
#> 618 23.86074 57.74473
#> 619 23.93214 54.90118
#> 620 22.65218 53.35640
#> 621 23.66801 53.96342
#> 622 24.72110 51.17975
#> 623 24.82240 57.58719
#> 624 23.19461 50.52553
#> 625 24.52697 52.08677
#> 626 24.32912 53.83744
#> 627 25.36927 50.54883
#> 628 24.34033 54.41261
#> 629 24.95338 54.78070
#> 630 23.22903 50.91837
#> 631 23.69559 54.01790
#> 632 23.95426 54.30979
#> 633 24.94732 56.10992
#> 634 25.60711 56.85254
#> 635 24.86123 62.24284
#> 636 23.83303 58.35276
#> 637 24.23655 64.58952
#> 638 24.76662 66.95813
#> 639 24.51441 67.05900
#> 640 21.98321 66.37732
#> 641 22.62119 67.53475
#> 642 24.46493 66.66196
#> 643 24.93398 70.61775
#> 644 24.34176 64.68205
#> 645 23.82517 69.80155
#> 646 23.16029 63.79377
#> 647 24.48203 61.94067
#> 648 23.92786 58.36794
#> 649 24.43202 61.03469
#> 650 25.22793 62.99743
#> 651 25.07925 59.23371
#> 652 23.82098 60.91827
#> 653 23.40876 56.48465
#> 654 25.35683 62.57939
#> 655 24.54507 57.41170
#> 656 23.97367 59.04809
#> 657 23.22026 55.64581
#> 658 23.11185 62.91645
#> 659 24.60590 56.92634
#> 660 24.21259 58.22003
#> 661 24.29142 60.72687
#> 662 24.10781 56.51626
#> 663 23.85248 53.71338
#> 664 23.72939 56.16565
#> 665 23.99712 56.11131
#> 666 23.87068 55.69463
#> 667 23.12422 55.84276
#> 668 24.65910 56.22959
#> 669 22.90750 54.01582
#> 670 24.30138 54.47781
#> 671 25.42383 56.21975
#> 672 23.17137 52.22773
#> 673 23.52884 55.10264
#> 674 22.89557 55.68774
#> 675 23.75468 53.90404
#> 676 24.03971 55.61062
#> 677 23.70781 54.61295
#> 678 24.20626 54.59495
#> 679 24.04913 54.89992
#> 680 24.08036 56.03237
#> 681 24.53048 53.33695
#> 682 22.79349 55.51429
#> 683 25.05347 53.89075
#> 684 24.92329 55.76808
#> 685 24.58710 55.90202
#> 686 24.64826 54.79448
#> 687 24.34768 55.10081
#> 688 23.88977 55.56026
#> 689 22.31453 55.52094
#> 690 23.97431 58.87092
#> 691 23.43198 55.40150
#> 692 24.05051 54.30233
#> 693 24.81208 53.54357
#> 694 24.07805 53.73802
#> 695 23.66624 54.98961
#> 696 23.78726 53.96415
#> 697 26.05720 52.79197
#> 698 24.56393 55.12860
#> 699 22.86488 53.96788
#> 700 24.40198 55.97404
#> 701 24.34182 53.66507
#> 702 25.18944 54.13170
#> 703 25.36704 51.18417
#> 704 23.87763 55.01119
#> 705 23.84474 52.07670
#> 706 23.17373 54.32646
#> 707 23.42428 58.11966
#> 708 23.28905 54.27031
#> 709 23.79501 52.64374
#> 710 23.66755 55.84976
#> 711 23.78220 54.85222
#> 712 24.35281 55.25411
#> 713 23.80673 52.23862
#> 714 24.64070 54.28988
#> 715 24.99747 53.00871
#> 716 24.28916 54.32538
#> 717 23.64762 54.62584
#>
#> $dfs$room2
#> datetime relative_time VO2 VCO2 RER
#> 1 2023-11-13 21:02:00 0 16.8689075 15.992995 1.1775590
#> 2 2023-11-13 21:03:00 1 24.0544030 14.705714 0.7209420
#> 3 2023-11-13 21:04:00 2 19.4668770 15.162196 0.8220465
#> 4 2023-11-13 21:05:00 3 10.8523170 14.303486 2.1714910
#> 5 2023-11-13 21:06:00 4 3.6845925 8.556814 -0.5244040
#> 6 2023-11-13 21:07:00 5 0.4254985 5.184836 -0.2612965
#> 7 2023-11-13 21:08:00 6 -1.1437575 2.536527 -0.2710000
#> 8 2023-11-13 21:09:00 7 6.2171665 6.850354 2.1428500
#> 9 2023-11-13 21:10:00 8 71.1724015 60.959440 1.2943855
#> 10 2023-11-13 21:11:00 9 166.6956060 125.944462 0.8560835
#> 11 2023-11-13 21:12:00 10 242.8947125 187.391740 0.8505780
#> 12 2023-11-13 21:13:00 11 251.6867460 207.305650 0.8504880
#> 13 2023-11-13 21:14:00 12 280.5616630 231.871178 0.8173265
#> 14 2023-11-13 21:15:00 13 362.0276385 281.970299 0.7580240
#> 15 2023-11-13 21:16:00 14 524.4790625 415.511775 0.8011635
#> 16 2023-11-13 21:17:00 15 539.1387000 425.180239 0.8185545
#> 17 2023-11-13 21:18:00 16 549.2050035 445.797433 0.8145215
#> 18 2023-11-13 21:19:00 17 424.9525500 383.535699 0.7815305
#> 19 2023-11-13 21:20:00 18 439.5617160 383.251046 0.8118025
#> 20 2023-11-13 21:21:00 19 536.8925710 417.777006 0.8248365
#> 21 2023-11-13 21:22:00 20 521.1057990 422.948916 0.8014145
#> 22 2023-11-13 21:23:00 21 460.0836715 364.716470 0.7920355
#> 23 2023-11-13 21:24:00 22 418.0516800 354.504580 0.8232135
#> 24 2023-11-13 21:25:00 23 422.2021500 359.994157 0.8576190
#> 25 2023-11-13 21:26:00 24 412.6565230 396.335952 0.8001765
#> 26 2023-11-13 21:27:00 25 415.1922610 356.487419 0.9146745
#> 27 2023-11-13 21:28:00 26 370.5015730 333.327174 0.7916970
#> 28 2023-11-13 21:29:00 27 320.1967750 275.200719 0.9264240
#> 29 2023-11-13 21:30:00 28 280.0410075 278.182568 0.9268195
#> 30 2023-11-13 21:31:00 29 402.8070895 359.439496 0.9165175
#> 31 2023-11-13 21:32:00 30 445.7952530 403.626968 0.8946970
#> 32 2023-11-13 21:33:00 31 451.1401990 421.121998 0.8215265
#> 33 2023-11-13 21:34:00 32 434.4343840 367.479014 0.8365005
#> 34 2023-11-13 21:35:00 33 452.1963825 376.762562 0.8437710
#> 35 2023-11-13 21:36:00 34 534.3247815 420.721657 0.8789395
#> 36 2023-11-13 21:37:00 35 512.5606360 406.064446 0.8564575
#> 37 2023-11-13 21:38:00 36 509.7232985 411.446758 0.8006490
#> 38 2023-11-13 21:39:00 37 469.6192565 378.524815 0.8352425
#> 39 2023-11-13 21:40:00 38 368.1805885 311.340780 0.8504320
#> 40 2023-11-13 21:41:00 39 341.5922000 279.700079 0.8675390
#> 41 2023-11-13 21:42:00 40 381.3899570 314.595588 0.8745025
#> 42 2023-11-13 21:43:00 41 368.9089920 354.440364 0.8977210
#> 43 2023-11-13 21:44:00 42 352.5207645 316.926798 0.9791790
#> 44 2023-11-13 21:45:00 43 347.3905130 323.864334 0.9155635
#> 45 2023-11-13 21:46:00 44 417.8279805 371.736281 0.9638170
#> 46 2023-11-13 21:47:00 45 442.5414595 395.566959 0.9585440
#> 47 2023-11-13 21:48:00 46 479.9715965 419.308294 0.8896300
#> 48 2023-11-13 21:49:00 47 453.5605795 405.370008 0.9119850
#> 49 2023-11-13 21:50:00 48 370.7198095 306.089956 0.8718840
#> 50 2023-11-13 21:51:00 49 324.2205600 267.579187 0.9132835
#> 51 2023-11-13 21:52:00 50 360.9698535 301.366021 0.8482545
#> 52 2023-11-13 21:53:00 51 378.4809165 324.762412 0.8488275
#> 53 2023-11-13 21:54:00 52 378.3167615 316.965574 0.9189095
#> 54 2023-11-13 21:55:00 53 360.0266165 300.153463 0.9455500
#> 55 2023-11-13 21:56:00 54 334.2885480 311.042343 0.8963715
#> 56 2023-11-13 21:57:00 55 371.6778815 378.647160 0.9238345
#> 57 2023-11-13 21:58:00 56 401.9869640 379.884180 0.8856530
#> 58 2023-11-13 21:59:00 57 389.2461130 375.543361 0.9292880
#> 59 2023-11-13 22:00:00 58 308.3126815 321.356109 0.9708935
#> 60 2023-11-13 22:01:00 59 279.0087850 253.264070 0.8785415
#> 61 2023-11-13 22:02:00 60 277.0186395 245.597744 0.8609175
#> 62 2023-11-13 22:03:00 61 312.5640580 225.913156 0.7848445
#> 63 2023-11-13 22:04:00 62 253.6388625 197.235014 0.7506850
#> 64 2023-11-13 22:05:00 63 294.7952585 231.140723 0.7316830
#> 65 2023-11-13 22:06:00 64 415.6064205 311.105323 0.7694565
#> 66 2023-11-13 22:07:00 65 445.5581180 335.555096 0.7868855
#> 67 2023-11-13 22:08:00 66 459.3925565 384.371607 0.7329025
#> 68 2023-11-13 22:09:00 67 505.0107445 378.580437 0.7973460
#> 69 2023-11-13 22:10:00 68 284.5762420 220.452631 0.6600115
#> 70 2023-11-13 22:11:00 69 -98.4928505 -106.029241 1.1882325
#> 71 2023-11-13 22:12:00 70 -309.7744600 -270.033174 1.2512220
#> 72 2023-11-13 22:13:00 71 -349.9713735 -293.091483 1.1165650
#> 73 2023-11-13 22:14:00 72 -396.4437860 -329.376818 0.8995860
#> 74 2023-11-13 22:15:00 73 -500.9322035 -413.380832 0.8787985
#> 75 2023-11-13 22:16:00 74 -309.3577835 -268.358435 0.8429295
#> 76 2023-11-13 22:17:00 75 -126.8151370 -125.738833 1.0635150
#> 77 2023-11-13 22:18:00 76 -38.0201180 -63.735477 0.8004435
#> 78 2023-11-13 22:19:00 77 243.4787785 199.731689 0.7749965
#> 79 2023-11-13 22:20:00 78 436.5632120 317.104802 0.7493280
#> 80 2023-11-13 22:21:00 79 303.7937115 247.834671 0.4366930
#> 81 2023-11-13 22:22:00 80 271.2368435 214.385621 0.4685055
#> 82 2023-11-13 22:23:00 81 214.6683735 178.674232 0.6507610
#> 83 2023-11-13 22:24:00 82 119.0973465 100.607262 0.7957755
#> 84 2023-11-13 22:25:00 83 -57.9249720 -37.017133 -0.4549875
#> 85 2023-11-13 22:26:00 84 -87.9948970 -61.351709 0.0120005
#> 86 2023-11-13 22:27:00 85 -36.9717800 -19.423442 -2.0870040
#> 87 2023-11-13 22:28:00 86 9.0430905 21.816280 3.0292465
#> 88 2023-11-13 22:29:00 87 21.9360680 33.064596 2.4692880
#> 89 2023-11-13 22:30:00 88 -2.3766825 8.538802 0.8933950
#> 90 2023-11-13 22:31:00 89 -45.4933635 -34.997214 0.6958220
#> 91 2023-11-13 22:32:00 90 18.8885430 13.232658 0.9700540
#> 92 2023-11-13 22:33:00 91 81.1676460 56.056526 6.4560950
#> 93 2023-11-13 22:34:00 92 103.9272010 82.455395 -0.1863635
#> 94 2023-11-13 22:35:00 93 131.8145660 98.548823 0.8045185
#> 95 2023-11-13 22:36:00 94 237.5406275 178.561715 0.7666815
#> 96 2023-11-13 22:37:00 95 344.4119700 264.902368 0.6930780
#> 97 2023-11-13 22:38:00 96 421.6599965 296.659408 0.7360250
#> 98 2023-11-13 22:39:00 97 538.8530945 411.347123 0.7804150
#> 99 2023-11-13 22:40:00 98 632.9325585 489.934773 0.8058640
#> 100 2023-11-13 22:41:00 99 610.4761070 476.190843 0.8116840
#> 101 2023-11-13 22:42:00 100 600.9424285 481.909035 0.8010700
#> 102 2023-11-13 22:43:00 101 559.5608320 462.005558 0.7864805
#> 103 2023-11-13 22:44:00 102 475.2416060 375.561084 0.8598585
#> 104 2023-11-13 22:45:00 103 537.2248550 446.837596 0.8437535
#> 105 2023-11-13 22:46:00 104 666.6405815 554.188729 0.8422250
#> 106 2023-11-13 22:47:00 105 693.2773445 554.945426 0.8151610
#> 107 2023-11-13 22:48:00 106 708.2423270 565.470515 0.8467710
#> 108 2023-11-13 22:49:00 107 671.9515200 554.463908 0.8276725
#> 109 2023-11-13 22:50:00 108 649.7935165 514.626633 0.7760300
#> 110 2023-11-13 22:51:00 109 637.3239685 482.136719 0.8328050
#> 111 2023-11-13 22:52:00 110 555.0797490 502.255997 0.8917520
#> 112 2023-11-13 22:53:00 111 542.9176685 449.112572 0.8221660
#> 113 2023-11-13 22:54:00 112 466.2631425 410.658348 0.8633155
#> 114 2023-11-13 22:55:00 113 390.1987245 350.859461 0.8911755
#> 115 2023-11-13 22:56:00 114 367.4092705 306.335516 0.8769020
#> 116 2023-11-13 22:57:00 115 367.1493100 314.900963 0.8712180
#> 117 2023-11-13 22:58:00 116 349.0785815 291.687340 0.8298125
#> 118 2023-11-13 22:59:00 117 365.0929035 305.263577 0.8498820
#> 119 2023-11-13 23:00:00 118 363.4871535 308.638714 0.8504370
#> 120 2023-11-13 23:01:00 119 373.5288050 335.574456 0.8666165
#> 121 2023-11-13 23:02:00 120 386.4550430 315.494717 0.8030975
#> 122 2023-11-13 23:03:00 121 346.9993155 296.432265 0.8324400
#> 123 2023-11-13 23:04:00 122 394.0329785 313.464486 0.8126210
#> 124 2023-11-13 23:05:00 123 373.7342645 327.171404 0.8976635
#> 125 2023-11-13 23:06:00 124 383.6686980 316.214410 0.8820260
#> 126 2023-11-13 23:07:00 125 387.2033860 314.199853 0.8573495
#> 127 2023-11-13 23:08:00 126 391.3507480 327.260842 0.8252770
#> 128 2023-11-13 23:09:00 127 359.4174525 282.974438 0.8471370
#> 129 2023-11-13 23:10:00 128 322.2907445 263.525419 0.8549645
#> 130 2023-11-13 23:11:00 129 289.5084545 238.820675 0.8858640
#> 131 2023-11-13 23:12:00 130 285.3630065 242.561156 0.8569585
#> 132 2023-11-13 23:13:00 131 265.4158510 233.983728 0.8752890
#> 133 2023-11-13 23:14:00 132 299.7911150 239.497100 0.8161090
#> 134 2023-11-13 23:15:00 133 311.6523140 270.569269 0.9163940
#> 135 2023-11-13 23:16:00 134 380.7754775 330.294441 0.9000290
#> 136 2023-11-13 23:17:00 135 406.5870665 350.972163 0.8554940
#> 137 2023-11-13 23:18:00 136 376.2929050 331.633269 0.8252880
#> 138 2023-11-13 23:19:00 137 422.2177905 353.377335 0.8371555
#> 139 2023-11-13 23:20:00 138 454.4764525 367.334903 0.7840070
#> 140 2023-11-13 23:21:00 139 518.3571105 390.642733 0.8350300
#> 141 2023-11-13 23:22:00 140 471.2599180 397.411706 0.8204125
#> 142 2023-11-13 23:23:00 141 433.8361225 346.873381 0.8090660
#> 143 2023-11-13 23:24:00 142 382.8208740 297.465452 0.7962810
#> 144 2023-11-13 23:25:00 143 356.3102345 307.241698 0.7486090
#> 145 2023-11-13 23:26:00 144 350.1388210 284.345660 0.7585115
#> 146 2023-11-13 23:27:00 145 330.8101680 266.909154 0.8144310
#> 147 2023-11-13 23:28:00 146 334.1365440 276.330624 0.8098870
#> 148 2023-11-13 23:29:00 147 324.9254125 281.065423 0.7962955
#> 149 2023-11-13 23:30:00 148 348.2417325 306.062855 0.8163295
#> 150 2023-11-13 23:31:00 149 452.9238265 351.902693 0.8229740
#> 151 2023-11-13 23:32:00 150 465.7010535 368.069919 0.9009535
#> 152 2023-11-13 23:33:00 151 443.5599120 355.043889 0.8424470
#> 153 2023-11-13 23:34:00 152 466.0160495 368.174195 0.8430545
#> 154 2023-11-13 23:35:00 153 473.9391330 374.894166 0.7981005
#> 155 2023-11-13 23:36:00 154 422.9637090 350.228903 0.8304465
#> 156 2023-11-13 23:37:00 155 412.8713225 294.588816 0.7974205
#> 157 2023-11-13 23:38:00 156 370.9943525 293.490845 0.7459695
#> 158 2023-11-13 23:39:00 157 351.7892575 267.509936 0.7539710
#> 159 2023-11-13 23:40:00 158 335.6961290 265.440020 0.7707435
#> 160 2023-11-13 23:41:00 159 326.4010365 248.255355 0.8014840
#> 161 2023-11-13 23:42:00 160 285.0717345 211.818913 0.7368790
#> 162 2023-11-13 23:43:00 161 267.4328700 191.541064 0.7329300
#> 163 2023-11-13 23:44:00 162 271.4147270 199.985816 0.7175275
#> 164 2023-11-13 23:45:00 163 320.3991990 220.845677 0.7411375
#> 165 2023-11-13 23:46:00 164 339.2404905 243.061919 0.7463330
#> 166 2023-11-13 23:47:00 165 303.4487530 230.746974 0.7448080
#> 167 2023-11-13 23:48:00 166 306.5023320 215.591787 0.7776050
#> 168 2023-11-13 23:49:00 167 326.3381705 230.880042 0.7950750
#> 169 2023-11-13 23:50:00 168 357.0774630 276.445036 0.7544005
#> 170 2023-11-13 23:51:00 169 387.1794290 307.592608 0.7728100
#> 171 2023-11-13 23:52:00 170 372.9027380 266.486613 0.7380270
#> 172 2023-11-13 23:53:00 171 368.8804805 283.771659 0.7312240
#> 173 2023-11-13 23:54:00 172 348.9056045 249.525047 0.6972725
#> 174 2023-11-13 23:55:00 173 331.5406880 249.571809 0.7134295
#> 175 2023-11-13 23:56:00 174 293.6746875 231.739274 0.8180070
#> 176 2023-11-13 23:57:00 175 278.5698395 214.942489 0.8194185
#> 177 2023-11-13 23:58:00 176 272.3952125 228.144192 0.7678340
#> 178 2023-11-13 23:59:00 177 274.2738710 210.029467 0.8162640
#> 179 2023-11-14 00:00:00 178 269.6685780 227.762877 0.8393665
#> 180 2023-11-14 00:01:00 179 318.9706980 243.905049 0.8191130
#> 181 2023-11-14 00:02:00 180 330.2900660 238.006681 0.7716220
#> 182 2023-11-14 00:03:00 181 343.2851245 243.433109 0.7547355
#> 183 2023-11-14 00:04:00 182 381.3448325 259.169956 0.7117450
#> 184 2023-11-14 00:05:00 183 369.3625690 292.950947 0.7150975
#> 185 2023-11-14 00:06:00 184 428.3777395 309.886702 0.7927445
#> 186 2023-11-14 00:07:00 185 406.6233315 319.993410 0.7804255
#> 187 2023-11-14 00:08:00 186 386.6719750 298.111809 0.7508090
#> 188 2023-11-14 00:09:00 187 324.2077500 279.571420 0.8235510
#> 189 2023-11-14 00:10:00 188 301.8603040 240.079455 0.8195355
#> 190 2023-11-14 00:11:00 189 307.2101040 232.210825 0.7857295
#> 191 2023-11-14 00:12:00 190 285.9393395 238.440395 0.8084395
#> 192 2023-11-14 00:13:00 191 292.3171550 241.456542 0.7801080
#> 193 2023-11-14 00:14:00 192 291.6131425 198.371399 0.8178820
#> 194 2023-11-14 00:15:00 193 274.0642330 203.440091 0.8049265
#> 195 2023-11-14 00:16:00 194 321.4851895 238.668567 0.7717380
#> 196 2023-11-14 00:17:00 195 328.8100985 245.984945 0.7390165
#> 197 2023-11-14 00:18:00 196 346.3348785 266.014452 0.6734980
#> 198 2023-11-14 00:19:00 197 369.6987050 236.962458 0.7507565
#> 199 2023-11-14 00:20:00 198 333.2698060 265.232685 0.7698300
#> 200 2023-11-14 00:21:00 199 374.1587170 264.429466 0.7168770
#> 201 2023-11-14 00:22:00 200 347.6399195 257.255026 0.7269415
#> 202 2023-11-14 00:23:00 201 338.3930000 262.227219 0.7872630
#> 203 2023-11-14 00:24:00 202 296.9666980 222.550590 0.7814095
#> 204 2023-11-14 00:25:00 203 274.5685030 205.439917 0.7883380
#> 205 2023-11-14 00:26:00 204 286.8926295 228.846963 0.7842590
#> 206 2023-11-14 00:27:00 205 284.6639275 244.363976 0.7891795
#> 207 2023-11-14 00:28:00 206 315.1728535 240.955579 0.7779240
#> 208 2023-11-14 00:29:00 207 285.2379205 248.633471 0.7817370
#> 209 2023-11-14 00:30:00 208 281.9256640 220.474277 0.8612775
#> 210 2023-11-14 00:31:00 209 291.1022010 226.155869 0.8257405
#> 211 2023-11-14 00:32:00 210 305.7494895 226.757708 0.7794210
#> 212 2023-11-14 00:33:00 211 332.2005020 241.708274 0.7143980
#> 213 2023-11-14 00:34:00 212 335.0236635 231.144526 0.7148590
#> 214 2023-11-14 00:35:00 213 308.5973795 242.604460 0.7264915
#> 215 2023-11-14 00:36:00 214 339.6301880 247.830412 0.6536240
#> 216 2023-11-14 00:37:00 215 341.7162835 264.678195 0.7122480
#> 217 2023-11-14 00:38:00 216 350.5182045 253.212938 0.6724210
#> 218 2023-11-14 00:39:00 217 324.9485500 240.851804 0.7585550
#> 219 2023-11-14 00:40:00 218 318.7300785 259.196255 0.7796410
#> 220 2023-11-14 00:41:00 219 331.6405025 264.888674 0.8131770
#> 221 2023-11-14 00:42:00 220 339.9156400 262.055035 0.8188075
#> 222 2023-11-14 00:43:00 221 320.7911865 255.685762 0.7772545
#> 223 2023-11-14 00:44:00 222 318.1309505 237.427500 0.8397800
#> 224 2023-11-14 00:45:00 223 283.9015955 228.512786 0.8123260
#> 225 2023-11-14 00:46:00 224 277.8590730 222.892163 0.8222080
#> 226 2023-11-14 00:47:00 225 314.2758390 251.339305 0.7455245
#> 227 2023-11-14 00:48:00 226 335.5421215 255.296725 0.7322640
#> 228 2023-11-14 00:49:00 227 309.8043730 237.315572 0.7541880
#> 229 2023-11-14 00:50:00 228 287.9924485 227.106225 0.7494405
#> 230 2023-11-14 00:51:00 229 281.7609185 231.024731 0.7823475
#> 231 2023-11-14 00:52:00 230 294.4348225 217.752021 0.7626480
#> 232 2023-11-14 00:53:00 231 279.3864435 214.177458 0.8091055
#> 233 2023-11-14 00:54:00 232 320.7892710 245.712366 0.7658840
#> 234 2023-11-14 00:55:00 233 349.1046305 302.324874 0.8808215
#> 235 2023-11-14 00:56:00 234 367.6412705 302.855074 0.8353335
#> 236 2023-11-14 00:57:00 235 395.2325145 296.095981 0.8261750
#> 237 2023-11-14 00:58:00 236 371.9149270 307.547209 0.8312375
#> 238 2023-11-14 00:59:00 237 370.9074335 315.928276 0.7788800
#> 239 2023-11-14 01:00:00 238 417.5082240 329.058088 0.8189455
#> 240 2023-11-14 01:01:00 239 395.3415025 328.779974 0.7983230
#> 241 2023-11-14 01:02:00 240 396.9485880 310.827113 0.7668915
#> 242 2023-11-14 01:03:00 241 356.7353185 289.304542 0.7860920
#> 243 2023-11-14 01:04:00 242 325.2734825 260.620927 0.7820785
#> 244 2023-11-14 01:05:00 243 285.1419100 242.773170 0.7851720
#> 245 2023-11-14 01:06:00 244 256.3777165 208.227306 0.7759855
#> 246 2023-11-14 01:07:00 245 290.2028015 203.666172 0.7805465
#> 247 2023-11-14 01:08:00 246 287.6412235 231.798465 0.7524715
#> 248 2023-11-14 01:09:00 247 299.9170315 287.382520 0.8263990
#> 249 2023-11-14 01:10:00 248 323.8934650 286.865907 0.8294060
#> 250 2023-11-14 01:11:00 249 324.6441955 282.772926 0.8867385
#> 251 2023-11-14 01:12:00 250 333.1412645 291.327722 0.7841735
#> 252 2023-11-14 01:13:00 251 329.0289425 258.642458 0.7726515
#> 253 2023-11-14 01:14:00 252 340.0594870 316.241251 0.8371230
#> 254 2023-11-14 01:15:00 253 371.7295810 327.671336 0.7924790
#> 255 2023-11-14 01:16:00 254 383.0088575 299.814756 0.8017395
#> 256 2023-11-14 01:17:00 255 367.7358380 295.035339 0.7597140
#> 257 2023-11-14 01:18:00 256 367.6634340 273.764871 0.7575860
#> 258 2023-11-14 01:19:00 257 345.7783205 260.310754 0.7553225
#> 259 2023-11-14 01:20:00 258 360.6105295 273.353250 0.7548475
#> 260 2023-11-14 01:21:00 259 322.0608885 242.209453 0.8397395
#> 261 2023-11-14 01:22:00 260 306.4182190 259.968104 0.7994995
#> 262 2023-11-14 01:23:00 261 335.1940425 278.714249 0.8025190
#> 263 2023-11-14 01:24:00 262 324.6310940 255.656305 0.7760390
#> 264 2023-11-14 01:25:00 263 304.8478090 258.769415 0.8318855
#> 265 2023-11-14 01:26:00 264 296.4019920 253.665019 0.8405780
#> 266 2023-11-14 01:27:00 265 280.5553935 246.207009 0.7602155
#> 267 2023-11-14 01:28:00 266 310.5484235 250.009244 0.8317640
#> 268 2023-11-14 01:29:00 267 309.2472125 263.652045 0.7879340
#> 269 2023-11-14 01:30:00 268 319.8950065 266.777056 0.8001330
#> 270 2023-11-14 01:31:00 269 302.2004720 237.464157 0.8281970
#> 271 2023-11-14 01:32:00 270 319.1761425 269.331781 0.8211065
#> 272 2023-11-14 01:33:00 271 305.2082170 248.968381 0.8421310
#> 273 2023-11-14 01:34:00 272 334.1784215 245.918751 0.8243600
#> 274 2023-11-14 01:35:00 273 344.0160010 271.118128 0.8601380
#> 275 2023-11-14 01:36:00 274 349.7522190 285.019509 0.8132375
#> 276 2023-11-14 01:37:00 275 331.6447240 287.686877 0.8266450
#> 277 2023-11-14 01:38:00 276 316.7181700 268.104988 0.7980210
#> 278 2023-11-14 01:39:00 277 303.5990400 238.586921 0.7466075
#> 279 2023-11-14 01:40:00 278 304.8706635 225.933302 0.8166870
#> 280 2023-11-14 01:41:00 279 260.9451405 209.321431 0.7946125
#> 281 2023-11-14 01:42:00 280 241.8046920 205.974164 0.8267920
#> 282 2023-11-14 01:43:00 281 233.7939310 210.621440 0.7895910
#> 283 2023-11-14 01:44:00 282 243.4757200 200.161202 0.8741215
#> 284 2023-11-14 01:45:00 283 260.4336960 225.258025 0.8183435
#> 285 2023-11-14 01:46:00 284 287.1007440 256.926255 0.8023005
#> 286 2023-11-14 01:47:00 285 305.9590810 242.956162 0.8629880
#> 287 2023-11-14 01:48:00 286 292.1719520 238.818544 0.7961310
#> 288 2023-11-14 01:49:00 287 328.9153320 276.481434 0.8007690
#> 289 2023-11-14 01:50:00 288 381.3155720 301.225404 0.7783750
#> 290 2023-11-14 01:51:00 289 393.9082905 303.416301 0.7073790
#> 291 2023-11-14 01:52:00 290 392.6558650 296.401481 0.6920430
#> 292 2023-11-14 01:53:00 291 391.3754695 289.255341 0.7939115
#> 293 2023-11-14 01:54:00 292 327.9545365 244.613954 0.7850005
#> 294 2023-11-14 01:55:00 293 256.3892230 209.316542 0.7950980
#> 295 2023-11-14 01:56:00 294 244.5790495 222.109985 0.8375255
#> 296 2023-11-14 01:57:00 295 260.0516285 221.422984 0.8533355
#> 297 2023-11-14 01:58:00 296 291.3507740 262.217659 0.8814630
#> 298 2023-11-14 01:59:00 297 271.6713145 239.567316 0.8810630
#> 299 2023-11-14 02:00:00 298 261.2997460 241.552552 0.9157380
#> 300 2023-11-14 02:01:00 299 248.6484735 220.567433 0.8246810
#> 301 2023-11-14 02:02:00 300 250.8043980 221.541287 0.8345000
#> 302 2023-11-14 02:03:00 301 284.6735975 214.112659 0.8538580
#> 303 2023-11-14 02:04:00 302 278.5557825 220.202178 0.7695425
#> 304 2023-11-14 02:05:00 303 280.7179515 225.837987 0.7325840
#> 305 2023-11-14 02:06:00 304 332.3131875 243.204611 0.7492135
#> 306 2023-11-14 02:07:00 305 359.5869320 254.514873 0.7322895
#> 307 2023-11-14 02:08:00 306 354.9741605 268.406027 0.6841855
#> 308 2023-11-14 02:09:00 307 338.6498000 236.689414 0.7628485
#> 309 2023-11-14 02:10:00 308 334.6176155 280.094630 0.8067610
#> 310 2023-11-14 02:11:00 309 375.3268820 298.288564 0.8098155
#> 311 2023-11-14 02:12:00 310 347.6885150 311.059212 0.8134865
#> 312 2023-11-14 02:13:00 311 322.4591470 266.338315 0.7763085
#> 313 2023-11-14 02:14:00 312 298.1821605 255.264126 0.8686550
#> 314 2023-11-14 02:15:00 313 276.9741505 209.685848 0.8147985
#> 315 2023-11-14 02:16:00 314 249.2245850 205.147683 0.7977775
#> 316 2023-11-14 02:17:00 315 283.1333565 223.204036 0.7726110
#> 317 2023-11-14 02:18:00 316 317.6784240 243.338623 0.7184935
#> 318 2023-11-14 02:19:00 317 270.2433180 202.381466 0.7675000
#> 319 2023-11-14 02:20:00 318 245.7346125 209.576372 0.7495140
#> 320 2023-11-14 02:21:00 319 292.3299680 219.747054 0.7558510
#> 321 2023-11-14 02:22:00 320 279.0303965 232.420010 0.8292855
#> 322 2023-11-14 02:23:00 321 296.2931305 243.266994 0.7892085
#> 323 2023-11-14 02:24:00 322 322.6037060 249.156306 0.8510820
#> 324 2023-11-14 02:25:00 323 338.5269720 294.011033 0.8791495
#> 325 2023-11-14 02:26:00 324 331.2196470 281.506887 0.8961540
#> 326 2023-11-14 02:27:00 325 343.3400045 289.172746 0.8343335
#> 327 2023-11-14 02:28:00 326 337.1682670 280.386926 0.8197325
#> 328 2023-11-14 02:29:00 327 323.1321920 274.119567 0.7750685
#> 329 2023-11-14 02:30:00 328 295.4944680 250.474581 0.8697125
#> 330 2023-11-14 02:31:00 329 302.1161175 253.788618 0.8965410
#> 331 2023-11-14 02:32:00 330 306.1195005 260.016257 0.8443390
#> 332 2023-11-14 02:33:00 331 329.3479275 246.565194 0.8281415
#> 333 2023-11-14 02:34:00 332 303.5532370 253.703159 0.8062370
#> 334 2023-11-14 02:35:00 333 272.0252100 230.904905 0.7593475
#> 335 2023-11-14 02:36:00 334 274.5283080 205.850736 0.7348460
#> 336 2023-11-14 02:37:00 335 271.9562980 219.267687 0.7441175
#> 337 2023-11-14 02:38:00 336 320.5114160 229.459413 0.7804510
#> 338 2023-11-14 02:39:00 337 364.6675995 264.041981 0.7817655
#> 339 2023-11-14 02:40:00 338 387.3843835 305.471893 0.7297450
#> 340 2023-11-14 02:41:00 339 394.3915015 284.800017 0.7730390
#> 341 2023-11-14 02:42:00 340 366.1135635 288.087739 0.7843975
#> 342 2023-11-14 02:43:00 341 332.4819455 264.063232 0.7813535
#> 343 2023-11-14 02:44:00 342 354.8001875 283.892612 0.7812165
#> 344 2023-11-14 02:45:00 343 366.6605040 319.703070 0.8554600
#> 345 2023-11-14 02:46:00 344 376.4320910 301.237374 0.7970750
#> 346 2023-11-14 02:47:00 345 381.7746435 286.393387 0.7555570
#> 347 2023-11-14 02:48:00 346 335.5402420 247.479405 0.7734860
#> 348 2023-11-14 02:49:00 347 337.6927055 246.686862 0.7634170
#> 349 2023-11-14 02:50:00 348 327.4173400 263.637095 0.7614495
#> 350 2023-11-14 02:51:00 349 296.6853090 218.747708 0.7675300
#> 351 2023-11-14 02:52:00 350 300.0495365 240.960126 0.8125530
#> 352 2023-11-14 02:53:00 351 293.2543455 233.193872 0.7309775
#> 353 2023-11-14 02:54:00 352 276.1516840 226.539728 0.7686305
#> 354 2023-11-14 02:55:00 353 285.0364930 206.691335 0.8204660
#> 355 2023-11-14 02:56:00 354 237.7695405 180.067798 0.8336045
#> 356 2023-11-14 02:57:00 355 236.7388020 174.493428 0.8138825
#> 357 2023-11-14 02:58:00 356 233.8133555 186.648755 0.7828705
#> 358 2023-11-14 02:59:00 357 266.1405145 212.131829 0.8064840
#> 359 2023-11-14 03:00:00 358 285.9323295 219.373318 0.8030825
#> 360 2023-11-14 03:01:00 359 305.9191760 221.185000 0.7944995
#> 361 2023-11-14 03:02:00 360 290.9259050 231.318053 0.7875790
#> 362 2023-11-14 03:03:00 361 294.5838125 232.889775 0.7297470
#> 363 2023-11-14 03:04:00 362 321.9291490 252.980510 0.7112545
#> 364 2023-11-14 03:05:00 363 353.2310135 289.175312 0.7981665
#> 365 2023-11-14 03:06:00 364 410.9469885 317.953499 0.7194295
#> 366 2023-11-14 03:07:00 365 406.0672520 292.233552 0.7643760
#> 367 2023-11-14 03:08:00 366 376.9290575 292.001221 0.7589825
#> 368 2023-11-14 03:09:00 367 340.0099790 254.589299 0.7522020
#> 369 2023-11-14 03:10:00 368 297.5326100 218.849239 0.7511270
#> 370 2023-11-14 03:11:00 369 274.6642430 216.431553 0.8035285
#> 371 2023-11-14 03:12:00 370 269.7386500 205.973326 0.7413190
#> 372 2023-11-14 03:13:00 371 263.9740285 218.654175 0.8053560
#> 373 2023-11-14 03:14:00 372 268.0051745 197.535543 0.7451675
#> 374 2023-11-14 03:15:00 373 258.9751200 207.093128 0.7313165
#> 375 2023-11-14 03:16:00 374 289.0749990 220.056887 0.7503055
#> 376 2023-11-14 03:17:00 375 280.3047120 227.626103 0.7413515
#> 377 2023-11-14 03:18:00 376 298.8130050 229.961714 0.7622530
#> 378 2023-11-14 03:19:00 377 320.3698455 250.209698 0.7362490
#> 379 2023-11-14 03:20:00 378 367.4953700 274.017075 0.7710290
#> 380 2023-11-14 03:21:00 379 367.1471725 281.145563 0.7487025
#> 381 2023-11-14 03:22:00 380 368.5903435 264.515111 0.7713520
#> 382 2023-11-14 03:23:00 381 313.8893420 259.863874 0.7919585
#> 383 2023-11-14 03:24:00 382 290.7512210 229.656022 0.7661960
#> 384 2023-11-14 03:25:00 383 274.4612905 234.105232 0.8025590
#> 385 2023-11-14 03:26:00 384 277.3695765 232.957195 0.8346080
#> 386 2023-11-14 03:27:00 385 300.1209530 240.834041 0.8304510
#> 387 2023-11-14 03:28:00 386 295.9412065 251.172746 0.8398180
#> 388 2023-11-14 03:29:00 387 280.7737100 231.235772 0.8634140
#> 389 2023-11-14 03:30:00 388 264.7179585 226.343584 0.8680555
#> 390 2023-11-14 03:31:00 389 255.7452095 221.616693 0.8195900
#> 391 2023-11-14 03:32:00 390 284.5364680 229.356969 0.7960345
#> 392 2023-11-14 03:33:00 391 322.5302195 229.550391 0.7207520
#> 393 2023-11-14 03:34:00 392 290.9691965 247.722258 0.7487865
#> 394 2023-11-14 03:35:00 393 314.5085310 205.620812 0.7729525
#> 395 2023-11-14 03:36:00 394 331.2251605 230.957673 0.7557405
#> 396 2023-11-14 03:37:00 395 306.2506735 238.167888 0.7457345
#> 397 2023-11-14 03:38:00 396 301.0061190 232.595783 0.7543050
#> 398 2023-11-14 03:39:00 397 317.0910965 259.068579 0.7918570
#> 399 2023-11-14 03:40:00 398 318.6062770 255.065981 0.7851200
#> 400 2023-11-14 03:41:00 399 339.9314295 278.618549 0.8413355
#> 401 2023-11-14 03:42:00 400 301.7427315 266.645033 0.8517885
#> 402 2023-11-14 03:43:00 401 300.7046555 253.887274 0.9133385
#> 403 2023-11-14 03:44:00 402 287.3644800 238.022147 0.8857340
#> 404 2023-11-14 03:45:00 403 255.5024710 246.392864 0.9033440
#> 405 2023-11-14 03:46:00 404 256.2896170 217.325568 0.8765825
#> 406 2023-11-14 03:47:00 405 287.7726790 238.717340 0.8095210
#> 407 2023-11-14 03:48:00 406 318.1325760 244.720080 0.7597120
#> 408 2023-11-14 03:49:00 407 331.9275425 261.190314 0.7984010
#> 409 2023-11-14 03:50:00 408 306.6474820 229.290478 0.7487205
#> 410 2023-11-14 03:51:00 409 276.3527850 228.096760 0.7875955
#> 411 2023-11-14 03:52:00 410 268.6345605 220.517966 0.7639050
#> 412 2023-11-14 03:53:00 411 283.5997610 217.568668 0.7872930
#> 413 2023-11-14 03:54:00 412 310.3722250 242.480782 0.8300415
#> 414 2023-11-14 03:55:00 413 284.5182500 244.501046 0.8391390
#> 415 2023-11-14 03:56:00 414 269.9389175 221.584766 0.8614345
#> 416 2023-11-14 03:57:00 415 274.2817465 235.524308 0.8014505
#> 417 2023-11-14 03:58:00 416 283.1788520 239.308188 0.8825465
#> 418 2023-11-14 03:59:00 417 293.2733040 254.202206 0.8766660
#> 419 2023-11-14 04:00:00 418 289.2067995 256.265549 0.8238635
#> 420 2023-11-14 04:01:00 419 299.3952070 261.193774 0.8124575
#> 421 2023-11-14 04:02:00 420 310.8926710 263.232704 0.8745155
#> 422 2023-11-14 04:03:00 421 301.9930915 256.172605 0.7330760
#> 423 2023-11-14 04:04:00 422 297.7484375 231.737927 0.7821580
#> 424 2023-11-14 04:05:00 423 271.8107510 230.315551 0.7869150
#> 425 2023-11-14 04:06:00 424 249.3813575 234.833136 0.8467275
#> 426 2023-11-14 04:07:00 425 291.5708910 242.468696 0.7796700
#> 427 2023-11-14 04:08:00 426 331.4426160 250.661194 0.8351685
#> 428 2023-11-14 04:09:00 427 327.4709225 239.789157 0.8510200
#> 429 2023-11-14 04:10:00 428 263.1927380 233.955462 0.8392885
#> 430 2023-11-14 04:11:00 429 226.8750620 202.922253 0.8351375
#> 431 2023-11-14 04:12:00 430 237.6350935 199.721739 0.8307745
#> 432 2023-11-14 04:13:00 431 240.2744480 204.251342 0.7702125
#> 433 2023-11-14 04:14:00 432 279.9821025 214.808185 0.7656615
#> 434 2023-11-14 04:15:00 433 266.9619945 204.404592 0.8103870
#> 435 2023-11-14 04:16:00 434 266.8360480 213.814468 0.8408435
#> 436 2023-11-14 04:17:00 435 284.7179920 234.850796 0.8174415
#> 437 2023-11-14 04:18:00 436 264.9012775 224.581730 0.8434005
#> 438 2023-11-14 04:19:00 437 301.1142335 254.609412 0.8368650
#> 439 2023-11-14 04:20:00 438 359.1122130 272.232644 0.8239470
#> 440 2023-11-14 04:21:00 439 354.3147945 301.039433 0.8418665
#> 441 2023-11-14 04:22:00 440 356.5756430 291.059801 0.7439655
#> 442 2023-11-14 04:23:00 441 336.8700860 267.316152 0.7941940
#> 443 2023-11-14 04:24:00 442 285.2227570 220.648522 0.7907795
#> 444 2023-11-14 04:25:00 443 234.1838005 185.218982 0.7979165
#> 445 2023-11-14 04:26:00 444 239.5547735 185.246138 0.7699085
#> 446 2023-11-14 04:27:00 445 266.5543260 212.518645 0.7952035
#> 447 2023-11-14 04:28:00 446 291.3069715 230.357599 0.8036645
#> 448 2023-11-14 04:29:00 447 271.9597195 213.553631 0.8350610
#> 449 2023-11-14 04:30:00 448 262.4139100 216.400878 0.8255980
#> 450 2023-11-14 04:31:00 449 243.4063215 193.354679 0.8448880
#> 451 2023-11-14 04:32:00 450 251.1522005 199.689360 0.8197760
#> 452 2023-11-14 04:33:00 451 264.8325850 206.502157 0.7404660
#> 453 2023-11-14 04:34:00 452 271.2355165 214.268338 0.7585390
#> 454 2023-11-14 04:35:00 453 277.9793935 210.090654 0.7561620
#> 455 2023-11-14 04:36:00 454 308.8529170 242.515017 0.8160095
#> 456 2023-11-14 04:37:00 455 327.6626335 268.312284 0.7674795
#> 457 2023-11-14 04:38:00 456 358.2685530 264.509524 0.7505690
#> 458 2023-11-14 04:39:00 457 344.5463540 233.896916 0.7696460
#> 459 2023-11-14 04:40:00 458 351.7855075 264.644971 0.7777765
#> 460 2023-11-14 04:41:00 459 391.6691810 294.511673 0.8570775
#> 461 2023-11-14 04:42:00 460 383.2443085 311.562804 0.8395885
#> 462 2023-11-14 04:43:00 461 346.4646655 304.045871 0.8550080
#> 463 2023-11-14 04:44:00 462 334.6653955 258.680246 0.7837270
#> 464 2023-11-14 04:45:00 463 304.2271865 248.824478 0.8568375
#> 465 2023-11-14 04:46:00 464 256.1987380 226.383513 0.7948170
#> 466 2023-11-14 04:47:00 465 297.6484235 255.179033 0.8539440
#> 467 2023-11-14 04:48:00 466 298.3214305 277.505219 0.8160580
#> 468 2023-11-14 04:49:00 467 304.1411435 222.771829 0.7846455
#> 469 2023-11-14 04:50:00 468 261.5646585 185.662940 0.7664940
#> 470 2023-11-14 04:51:00 469 261.0677620 199.805017 0.8109915
#> 471 2023-11-14 04:52:00 470 261.8012920 212.453947 0.7869365
#> 472 2023-11-14 04:53:00 471 289.9844950 230.187671 0.8041845
#> 473 2023-11-14 04:54:00 472 327.8449315 256.252521 0.8060145
#> 474 2023-11-14 04:55:00 473 343.2654735 279.410959 0.7673965
#> 475 2023-11-14 04:56:00 474 325.5395455 275.922729 0.8739130
#> 476 2023-11-14 04:57:00 475 316.0768260 302.826734 0.8881595
#> 477 2023-11-14 04:58:00 476 348.6399810 260.670639 0.7963675
#> 478 2023-11-14 04:59:00 477 302.3165620 279.325134 0.8681330
#> 479 2023-11-14 05:00:00 478 282.1614715 262.929261 0.8388230
#> 480 2023-11-14 05:01:00 479 311.3859680 252.150102 0.8348675
#> 481 2023-11-14 05:02:00 480 317.0685970 251.731164 0.8232225
#> 482 2023-11-14 05:03:00 481 306.4920470 232.128747 0.7922795
#> 483 2023-11-14 05:04:00 482 307.2481055 229.786092 0.8041650
#> 484 2023-11-14 05:05:00 483 305.3852500 209.165525 0.7927175
#> 485 2023-11-14 05:06:00 484 276.6713305 203.891369 0.7240620
#> 486 2023-11-14 05:07:00 485 256.5635420 189.043041 0.7930100
#> 487 2023-11-14 05:08:00 486 252.5815570 195.997163 0.8076715
#> 488 2023-11-14 05:09:00 487 278.6484405 239.688592 0.7801110
#> 489 2023-11-14 05:10:00 488 258.6186225 230.106721 0.8772975
#> 490 2023-11-14 05:11:00 489 262.1609035 233.371938 0.9444930
#> 491 2023-11-14 05:12:00 490 246.4250200 222.570730 0.8582520
#> 492 2023-11-14 05:13:00 491 266.3064920 224.259626 0.8482775
#> 493 2023-11-14 05:14:00 492 269.5995990 233.943434 0.8692860
#> 494 2023-11-14 05:15:00 493 305.1226495 261.194453 0.8985500
#> 495 2023-11-14 05:16:00 494 322.0381460 276.022972 0.8803275
#> 496 2023-11-14 05:17:00 495 319.5771565 261.927479 0.7923070
#> 497 2023-11-14 05:18:00 496 293.3975215 247.115120 0.7837490
#> 498 2023-11-14 05:19:00 497 289.5530065 237.305281 0.7922530
#> 499 2023-11-14 05:20:00 498 296.7490805 256.086503 0.8036325
#> 500 2023-11-14 05:21:00 499 276.3959385 236.118917 0.7906930
#> 501 2023-11-14 05:22:00 500 314.7424935 258.947729 0.7542005
#> 502 2023-11-14 05:23:00 501 325.7215360 246.908514 0.8311885
#> 503 2023-11-14 05:24:00 502 296.3568865 231.859244 0.7704825
#> 504 2023-11-14 05:25:00 503 275.1291480 216.120236 0.8377135
#> 505 2023-11-14 05:26:00 504 237.5714290 212.352690 0.8320165
#> 506 2023-11-14 05:27:00 505 248.8198405 205.155275 0.8516620
#> 507 2023-11-14 05:28:00 506 250.5477255 199.053854 0.8272925
#> 508 2023-11-14 05:29:00 507 271.8909770 220.013493 0.7992760
#> 509 2023-11-14 05:30:00 508 257.4833710 223.341675 0.8311645
#> 510 2023-11-14 05:31:00 509 268.3200570 237.553324 0.8136565
#> 511 2023-11-14 05:32:00 510 306.0178565 230.585262 0.8215090
#> 512 2023-11-14 05:33:00 511 323.5286250 248.581950 0.7752470
#> 513 2023-11-14 05:34:00 512 330.7905200 269.066019 0.7740170
#> 514 2023-11-14 05:35:00 513 350.0789390 295.507514 0.8387200
#> 515 2023-11-14 05:36:00 514 362.8273610 306.058556 0.7555510
#> 516 2023-11-14 05:37:00 515 351.7604145 285.382789 0.7573040
#> 517 2023-11-14 05:38:00 516 345.6796065 269.014987 0.8008155
#> 518 2023-11-14 05:39:00 517 308.3622555 244.929347 0.7991540
#> 519 2023-11-14 05:40:00 518 279.3287650 230.543066 0.7642390
#> 520 2023-11-14 05:41:00 519 241.8410510 212.845128 0.7702950
#> 521 2023-11-14 05:42:00 520 261.1992500 211.943683 0.7966000
#> 522 2023-11-14 05:43:00 521 242.7662805 197.547156 0.7888010
#> 523 2023-11-14 05:44:00 522 233.8441655 201.832342 0.8181140
#> 524 2023-11-14 05:45:00 523 238.0258500 187.524888 0.8564590
#> 525 2023-11-14 05:46:00 524 240.2612695 220.771525 0.8296940
#> 526 2023-11-14 05:47:00 525 267.2467040 218.004312 0.7799080
#> 527 2023-11-14 05:48:00 526 296.5821845 221.090553 0.7446320
#> 528 2023-11-14 05:49:00 527 327.1336865 224.326666 0.8229060
#> 529 2023-11-14 05:50:00 528 317.9766310 247.755772 0.8059860
#> 530 2023-11-14 05:51:00 529 313.6969580 246.053265 0.7814875
#> 531 2023-11-14 05:52:00 530 295.8007940 249.473733 0.7920150
#> 532 2023-11-14 05:53:00 531 299.8504550 218.425037 0.7387790
#> 533 2023-11-14 05:54:00 532 269.1226105 234.191284 0.8329330
#> 534 2023-11-14 05:55:00 533 249.7363655 206.403542 0.8419640
#> 535 2023-11-14 05:56:00 534 238.3405390 206.740384 0.8828490
#> 536 2023-11-14 05:57:00 535 246.7665200 226.437086 0.9095525
#> 537 2023-11-14 05:58:00 536 239.4514855 223.857469 0.9063040
#> 538 2023-11-14 05:59:00 537 246.8748835 223.176947 0.9199020
#> 539 2023-11-14 06:00:00 538 231.3647710 206.646775 0.8876005
#> 540 2023-11-14 06:01:00 539 239.7781460 194.360465 0.8852440
#> 541 2023-11-14 06:02:00 540 244.8763020 186.330227 0.7251745
#> 542 2023-11-14 06:03:00 541 287.9125430 210.849271 0.7638940
#> 543 2023-11-14 06:04:00 542 327.3680605 250.567254 0.7341795
#> 544 2023-11-14 06:05:00 543 348.9493450 245.845025 0.7738630
#> 545 2023-11-14 06:06:00 544 388.0053655 296.696306 0.8050800
#> 546 2023-11-14 06:07:00 545 472.2254265 369.085090 0.7688565
#> 547 2023-11-14 06:08:00 546 527.2382905 457.118156 0.8109330
#> 548 2023-11-14 06:09:00 547 573.0259180 424.150802 0.8027190
#> 549 2023-11-14 06:10:00 548 496.3988480 412.068879 0.8331705
#> 550 2023-11-14 06:11:00 549 447.5084140 361.410941 0.8155050
#> 551 2023-11-14 06:12:00 550 458.8966605 367.627097 0.8015295
#> 552 2023-11-14 06:13:00 551 409.9820325 348.028863 0.8361760
#> 553 2023-11-14 06:14:00 552 414.2387705 316.874103 0.8242985
#> 554 2023-11-14 06:15:00 553 327.0704535 270.734051 0.8403505
#> 555 2023-11-14 06:16:00 554 250.0704600 161.567156 0.7462025
#> 556 2023-11-14 06:17:00 555 249.7237890 183.240839 0.7918020
#> 557 2023-11-14 06:18:00 556 238.5480070 189.034670 0.8173065
#> 558 2023-11-14 06:19:00 557 288.9273070 223.920466 0.8084315
#> 559 2023-11-14 06:20:00 558 341.8319935 254.762038 0.7275280
#> 560 2023-11-14 06:21:00 559 341.5443845 294.014738 0.7888845
#> 561 2023-11-14 06:22:00 560 351.6728030 277.923668 0.7788465
#> 562 2023-11-14 06:23:00 561 389.8266545 315.008133 0.8200290
#> 563 2023-11-14 06:24:00 562 378.8686480 314.284055 0.8897540
#> 564 2023-11-14 06:25:00 563 352.9146570 299.096073 0.8584870
#> 565 2023-11-14 06:26:00 564 321.5692435 280.403566 0.7956120
#> 566 2023-11-14 06:27:00 565 270.5265795 249.978114 0.8963490
#> 567 2023-11-14 06:28:00 566 248.5553835 214.898697 0.8647640
#> 568 2023-11-14 06:29:00 567 229.6968475 201.152505 0.8949610
#> 569 2023-11-14 06:30:00 568 239.6560465 218.025266 0.8244035
#> 570 2023-11-14 06:31:00 569 251.3164220 221.514938 0.8485410
#> 571 2023-11-14 06:32:00 570 273.2224225 243.698336 0.8367670
#> 572 2023-11-14 06:33:00 571 342.1854620 259.453038 0.8359265
#> 573 2023-11-14 06:34:00 572 341.2261560 299.115975 0.8309845
#> 574 2023-11-14 06:35:00 573 395.3635500 295.478225 0.7868505
#> 575 2023-11-14 06:36:00 574 369.0179120 288.275465 0.7362945
#> 576 2023-11-14 06:37:00 575 366.0336070 268.903712 0.7652725
#> 577 2023-11-14 06:38:00 576 356.9425675 245.682439 0.7939385
#> 578 2023-11-14 06:39:00 577 305.5789910 225.619716 0.7275180
#> 579 2023-11-14 06:40:00 578 265.0895300 207.270784 0.7411775
#> 580 2023-11-14 06:41:00 579 253.5731085 194.773502 0.7480705
#> 581 2023-11-14 06:42:00 580 245.8018870 199.160928 0.7703460
#> 582 2023-11-14 06:43:00 581 283.2146420 208.882362 0.7994170
#> 583 2023-11-14 06:44:00 582 288.2382985 232.905206 0.7543925
#> 584 2023-11-14 06:45:00 583 288.0867105 241.930500 0.7891275
#> 585 2023-11-14 06:46:00 584 352.7802045 299.501510 0.7926485
#> 586 2023-11-14 06:47:00 585 421.7629720 298.872375 0.7774985
#> 587 2023-11-14 06:48:00 586 437.2679025 334.486278 0.7701695
#> 588 2023-11-14 06:49:00 587 474.4068225 356.185343 0.7329970
#> 589 2023-11-14 06:50:00 588 465.6573110 321.984686 0.7515205
#> 590 2023-11-14 06:51:00 589 380.1677380 302.418897 0.7451100
#> 591 2023-11-14 06:52:00 590 346.8695495 259.027118 0.7499600
#> 592 2023-11-14 06:53:00 591 313.9104340 248.140669 0.8040000
#> 593 2023-11-14 06:54:00 592 258.6582925 213.581969 0.9067370
#> 594 2023-11-14 06:55:00 593 206.2200760 190.954737 0.9146375
#> 595 2023-11-14 06:56:00 594 193.6982475 186.675665 0.9817500
#> 596 2023-11-14 06:57:00 595 234.9448450 220.976190 0.9681435
#> 597 2023-11-14 06:58:00 596 267.0377675 246.697707 0.9178240
#> 598 2023-11-14 06:59:00 597 291.1939570 285.242873 0.8679415
#> 599 2023-11-14 07:00:00 598 337.7308625 298.653610 0.9509260
#> 600 2023-11-14 07:01:00 599 433.2028275 383.099438 0.8506965
#> 601 2023-11-14 07:02:00 600 532.3054415 450.241747 0.9117495
#> 602 2023-11-14 07:03:00 601 599.0442795 514.061622 0.8900370
#> 603 2023-11-14 07:04:00 602 586.0150600 513.757378 0.8105020
#> 604 2023-11-14 07:05:00 603 584.7996455 491.201312 0.8037750
#> 605 2023-11-14 07:06:00 604 615.1709455 492.096821 0.7647350
#> 606 2023-11-14 07:07:00 605 591.7687220 470.482964 0.8064840
#> 607 2023-11-14 07:08:00 606 569.1484550 440.081767 0.7724420
#> 608 2023-11-14 07:09:00 607 491.9833060 382.168012 0.7650905
#> 609 2023-11-14 07:10:00 608 440.8104040 316.087964 0.7176740
#> 610 2023-11-14 07:11:00 609 369.6283810 265.618136 0.7833865
#> 611 2023-11-14 07:12:00 610 350.3236790 244.354594 0.7504940
#> 612 2023-11-14 07:13:00 611 322.9651505 242.775541 0.7279700
#> 613 2023-11-14 07:14:00 612 308.3889380 248.736580 0.7315295
#> 614 2023-11-14 07:15:00 613 308.6425700 263.731116 0.8199195
#> 615 2023-11-14 07:16:00 614 325.4232820 285.102732 0.8026085
#> 616 2023-11-14 07:17:00 615 395.7982725 324.195566 0.7931005
#> 617 2023-11-14 07:18:00 616 453.5500210 355.787734 0.7896400
#> 618 2023-11-14 07:19:00 617 483.3876560 354.205225 0.7836260
#> 619 2023-11-14 07:20:00 618 453.0987215 377.074892 0.7598115
#> 620 2023-11-14 07:21:00 619 403.8815925 314.320980 0.7847195
#> 621 2023-11-14 07:22:00 620 353.7184745 295.754708 0.8448375
#> 622 2023-11-14 07:23:00 621 327.8465525 256.865315 0.8210345
#> 623 2023-11-14 07:24:00 622 263.0391435 217.630580 0.8231110
#> 624 2023-11-14 07:25:00 623 196.0909640 181.741897 0.9129970
#> 625 2023-11-14 07:26:00 624 181.4959905 155.801174 0.9828915
#> 626 2023-11-14 07:27:00 625 171.9436395 163.910188 0.8792530
#> 627 2023-11-14 07:28:00 626 190.0324145 175.869565 0.9239885
#> 628 2023-11-14 07:29:00 627 212.9444645 194.542391 0.8692535
#> 629 2023-11-14 07:30:00 628 240.0995845 217.628020 0.8448150
#> 630 2023-11-14 07:31:00 629 291.1221905 239.389363 0.8712625
#> 631 2023-11-14 07:32:00 630 331.6192535 281.231963 0.8100035
#> 632 2023-11-14 07:33:00 631 407.4608515 321.968003 0.8608695
#> 633 2023-11-14 07:34:00 632 422.4796915 323.662890 0.7975595
#> 634 2023-11-14 07:35:00 633 462.8436350 334.614801 0.7375535
#> 635 2023-11-14 07:36:00 634 492.3664050 388.059724 0.7444185
#> 636 2023-11-14 07:37:00 635 495.0393675 374.094483 0.7823655
#> 637 2023-11-14 07:38:00 636 456.2403060 358.623712 0.7805990
#> 638 2023-11-14 07:39:00 637 486.0693230 349.337196 0.7573945
#> 639 2023-11-14 07:40:00 638 405.3894245 325.277134 0.7449910
#> 640 2023-11-14 07:41:00 639 365.8600355 306.247773 0.8439090
#> 641 2023-11-14 07:42:00 640 363.4314430 294.215375 0.8140625
#> 642 2023-11-14 07:43:00 641 357.9414160 307.684560 0.7996515
#> 643 2023-11-14 07:44:00 642 328.7056485 287.063051 0.8722605
#> 644 2023-11-14 07:45:00 643 298.2173120 280.001948 0.8516995
#> 645 2023-11-14 07:46:00 644 317.3441455 275.873817 0.8991365
#> 646 2023-11-14 07:47:00 645 329.7850190 284.780591 0.8334905
#> 647 2023-11-14 07:48:00 646 421.6468820 307.645356 0.7542685
#> 648 2023-11-14 07:49:00 647 386.9144445 322.709975 0.7757465
#> 649 2023-11-14 07:50:00 648 379.5203375 295.118808 0.7327280
#> 650 2023-11-14 07:51:00 649 331.1437905 253.686508 0.7747665
#> 651 2023-11-14 07:52:00 650 302.6845695 239.512461 0.7600160
#> 652 2023-11-14 07:53:00 651 307.2014320 248.839733 0.7726315
#> 653 2023-11-14 07:54:00 652 301.0230535 235.253443 0.8042755
#> 654 2023-11-14 07:55:00 653 313.9330325 257.724080 0.8470990
#> 655 2023-11-14 07:56:00 654 347.5888680 271.147675 0.8333380
#> 656 2023-11-14 07:57:00 655 348.9373075 295.870137 0.8184715
#> 657 2023-11-14 07:58:00 656 386.0919315 317.522912 0.8172895
#> 658 2023-11-14 07:59:00 657 415.4174160 371.392425 0.8304495
#> 659 2023-11-14 08:00:00 658 434.1249625 357.552035 0.8101870
#> 660 2023-11-14 08:01:00 659 483.7312745 376.736372 0.8367235
#> 661 2023-11-14 08:02:00 660 525.5175635 375.103434 0.8070665
#> 662 2023-11-14 08:03:00 661 504.4424070 383.462521 0.6999640
#> 663 2023-11-14 08:04:00 662 455.1887455 364.057695 0.7947445
#> 664 2023-11-14 08:05:00 663 463.9604225 372.239703 0.7414820
#> 665 2023-11-14 08:06:00 664 557.2914330 382.386245 0.7296065
#> 666 2023-11-14 08:07:00 665 583.9254660 409.750370 0.7688925
#> 667 2023-11-14 08:08:00 666 495.3721300 427.878099 0.7705175
#> 668 2023-11-14 08:09:00 667 554.1187720 439.205665 0.7402430
#> 669 2023-11-14 08:10:00 668 517.6741255 399.579789 0.8559560
#> 670 2023-11-14 08:11:00 669 484.3400795 385.157106 0.8359105
#> 671 2023-11-14 08:12:00 670 450.1100595 361.879608 0.8142445
#> 672 2023-11-14 08:13:00 671 442.8932090 364.081959 0.7956805
#> 673 2023-11-14 08:14:00 672 451.3952820 351.909644 0.7779315
#> 674 2023-11-14 08:15:00 673 379.7574345 316.238732 0.7431370
#> 675 2023-11-14 08:16:00 674 391.8845260 320.632572 0.7925155
#> 676 2023-11-14 08:17:00 675 365.2899770 317.691114 0.7508325
#> 677 2023-11-14 08:18:00 676 409.1996830 337.926768 0.7542180
#> 678 2023-11-14 08:19:00 677 400.6184645 313.277490 0.8106955
#> 679 2023-11-14 08:20:00 678 427.5491430 311.135367 0.8541310
#> 680 2023-11-14 08:21:00 679 421.4810340 314.225150 0.7629565
#> 681 2023-11-14 08:22:00 680 374.4885970 336.417986 0.8458980
#> 682 2023-11-14 08:23:00 681 425.1276560 347.864322 0.8460270
#> 683 2023-11-14 08:24:00 682 423.8946640 328.606842 0.8064440
#> 684 2023-11-14 08:25:00 683 401.1874480 346.651665 0.8603070
#> 685 2023-11-14 08:26:00 684 390.8621030 311.858890 0.8004250
#> 686 2023-11-14 08:27:00 685 412.9206235 323.591013 0.8422255
#> 687 2023-11-14 08:28:00 686 396.7013330 328.688550 0.8876115
#> 688 2023-11-14 08:29:00 687 417.1193415 339.543470 0.7804445
#> 689 2023-11-14 08:30:00 688 368.6184900 325.283778 0.8603190
#> 690 2023-11-14 08:31:00 689 436.7742890 375.878084 0.8115090
#> 691 2023-11-14 08:32:00 690 440.9475870 378.400254 0.8758895
#> 692 2023-11-14 08:33:00 691 465.5955930 350.594789 0.8317800
#> 693 2023-11-14 08:34:00 692 450.6627225 389.218216 0.8476380
#> 694 2023-11-14 08:35:00 693 471.5510310 390.020706 0.8123260
#> 695 2023-11-14 08:36:00 694 454.4326860 344.617288 0.9104270
#> 696 2023-11-14 08:37:00 695 400.3293810 357.945248 0.8638070
#> 697 2023-11-14 08:38:00 696 449.1599770 347.207448 0.8302640
#> 698 2023-11-14 08:39:00 697 393.2822790 369.929262 0.8496645
#> 699 2023-11-14 08:40:00 698 456.2099850 381.958994 0.8054505
#> 700 2023-11-14 08:41:00 699 449.7815085 378.070364 0.8160630
#> 701 2023-11-14 08:42:00 700 508.3756355 410.838755 0.8473940
#> 702 2023-11-14 08:43:00 701 532.6102310 413.243609 0.8019165
#> 703 2023-11-14 08:44:00 702 506.4133530 407.360108 0.8190855
#> 704 2023-11-14 08:45:00 703 493.0522930 427.312794 0.8349960
#> 705 2023-11-14 08:46:00 704 515.0885225 389.482115 0.8040095
#> 706 2023-11-14 08:47:00 705 482.7048815 387.392831 0.7289215
#> 707 2023-11-14 08:48:00 706 500.6787755 376.383507 0.7020505
#> 708 2023-11-14 08:49:00 707 488.3006090 368.914350 0.7484585
#> 709 2023-11-14 08:50:00 708 478.7587665 371.556225 0.7473605
#> 710 2023-11-14 08:51:00 709 510.6363120 381.571620 0.7858890
#> 711 2023-11-14 08:52:00 710 531.9294460 401.667411 0.7734950
#> 712 2023-11-14 08:53:00 711 579.3493470 451.897345 0.8192560
#> 713 2023-11-14 08:54:00 712 518.3141020 440.568653 0.8961200
#> 714 2023-11-14 08:55:00 713 525.4421200 434.244803 0.8474195
#> 715 2023-11-14 08:56:00 714 571.7764110 456.526923 0.8230100
#> 716 2023-11-14 08:57:00 715 506.6813110 423.900851 0.8924645
#> 717 2023-11-14 08:58:00 716 499.5004765 431.891384 0.9395535
#> FiO2 FeO2 FiCO2 FeCO2 Flow Activity Monitor
#> 1 21.59906 19.78735 0.0426370 0.0470910 127.8376 0
#> 2 19.67899 21.77189 0.0421735 0.0439875 133.4031 0
#> 3 21.60092 20.46994 0.0430265 0.0468985 132.9427 0
#> 4 21.59707 21.66737 0.0431145 0.0438355 126.4360 0
#> 5 21.84466 20.85840 0.0423565 0.0456150 118.6509 0
#> 6 21.65478 21.70868 0.0413815 0.0426685 123.8709 0
#> 7 21.14964 20.43392 0.0452110 0.0449740 123.5478 0
#> 8 20.77266 20.85187 0.0433220 0.0457595 120.9845 0
#> 9 20.06596 19.50536 0.0462660 0.0438670 149.8458 0
#> 10 21.86058 21.00852 0.0419485 0.0483695 197.7620 0
#> 11 20.55222 20.67813 0.0448970 0.0472535 213.4098 0
#> 12 22.26646 21.33118 0.0443140 0.0466440 204.3055 0
#> 13 20.15322 20.82615 0.0421455 0.0514005 212.9434 0
#> 14 20.61728 20.81669 0.0416505 0.0513340 212.2739 0
#> 15 21.40271 19.68978 0.0408140 0.0561410 215.2326 0
#> 16 21.42073 21.24865 0.0454660 0.0607615 189.0612 0
#> 17 21.00385 21.01247 0.0422940 0.0582000 130.0897 0
#> 18 19.35536 21.00710 0.0415360 0.0648550 125.8669 0
#> 19 20.74909 19.63846 0.0423065 0.0677075 116.2022 0
#> 20 20.62928 21.15522 0.0443540 0.0714610 123.0430 0
#> 21 20.89632 21.06575 0.0421265 0.0747650 123.3720 0
#> 22 20.50182 21.57333 0.0450570 0.0792175 126.2305 0
#> 23 20.36380 20.14522 0.0436685 0.0782485 119.5787 0
#> 24 20.73892 19.50768 0.0419310 0.0816295 119.1761 0
#> 25 22.03792 22.06581 0.0417615 0.0804350 115.9626 0
#> 26 21.18125 20.96150 0.0419455 0.0806105 122.6230 0
#> 27 20.34855 21.68689 0.0442030 0.0851520 117.3979 0
#> 28 21.08536 20.85297 0.0408005 0.0846945 122.8047 0
#> 29 21.61006 19.94823 0.0436290 0.0875010 117.4296 0
#> 30 19.78956 20.60176 0.0399480 0.0939465 115.5808 0
#> 31 21.38623 21.64965 0.0422450 0.0906190 122.5777 0
#> 32 21.11930 19.29709 0.0402760 0.0937055 118.0986 0
#> 33 20.54367 20.58376 0.0400415 0.0943255 114.2319 0
#> 34 20.36154 20.44642 0.0429770 0.0996825 113.3780 0
#> 35 20.91367 20.64885 0.0435625 0.1022230 122.8772 0
#> 36 20.80002 21.52690 0.0448350 0.0985755 118.9936 0
#> 37 19.76501 21.17068 0.0424135 0.1117755 116.7550 0
#> 38 21.84367 21.18603 0.0448575 0.1135695 125.8921 0
#> 39 21.46680 20.96109 0.0472590 0.1163415 120.9945 0
#> 40 20.20986 18.81391 0.0407625 0.1229735 118.6046 0
#> 41 20.55857 20.66592 0.0412200 0.1180015 123.0468 0
#> 42 21.43150 21.56578 0.0433775 0.1177815 124.3701 0
#> 43 21.31995 21.01382 0.0408030 0.1203000 119.7336 0
#> 44 20.41957 19.57270 0.0413950 0.1209010 115.4544 0
#> 45 21.33394 20.51026 0.0410635 0.1251885 114.9128 0
#> 46 19.11440 21.07086 0.0442285 0.1338810 110.2482 0
#> 47 22.76024 20.68709 0.0442720 0.1281295 112.9226 0
#> 48 21.84185 20.74262 0.0424210 0.1365540 117.0296 0
#> 49 21.24063 21.91071 0.0424885 0.1275545 113.9640 0
#> 50 22.15029 20.83877 0.0424170 0.1436590 120.8049 0
#> 51 22.50889 20.21448 0.0405350 0.1312825 120.0529 0
#> 52 20.70322 21.44811 0.0427760 0.1343890 113.6143 0
#> 53 18.86663 21.67081 0.0445715 0.1385225 121.7361 0
#> 54 21.71339 22.04446 0.0436825 0.1393005 124.2961 0
#> 55 20.65202 21.84058 0.0436075 0.1522590 120.1626 0
#> 56 21.93559 20.74145 0.0406910 0.1494965 112.2829 0
#> 57 21.98624 21.26100 0.0428735 0.1335865 114.4413 0
#> 58 20.92361 21.26803 0.0410985 0.1389325 120.7311 0
#> 59 21.93993 20.17318 0.0433910 0.1473495 121.3332 0
#> 60 22.00041 20.41422 0.0438910 0.1366870 120.6360 0
#> 61 20.85004 20.97533 0.0418075 0.1433765 119.0190 0
#> 62 20.86414 19.77504 0.0397430 0.1497185 120.5206 0
#> 63 21.67338 21.76022 0.0433045 0.1611250 120.2052 0
#> 64 20.22172 20.81484 0.0426185 0.1500660 113.8883 0
#> 65 21.70815 21.14559 0.0439415 0.1494055 118.2035 0
#> 66 19.54360 20.69460 0.0427860 0.1549195 109.4321 0
#> 67 22.11711 21.91840 0.0429405 0.1620560 112.3149 0
#> 68 19.46439 21.14135 0.0425180 0.1663545 129.8668 0
#> 69 21.36568 21.45234 0.0443495 0.1696170 126.3196 0
#> 70 19.84920 20.38760 0.0409935 0.1704415 123.3173 0
#> 71 21.40786 21.95503 0.0394130 0.1634665 167.2475 0
#> 72 20.66121 21.13619 0.0430300 0.1604910 163.6299 0
#> 73 22.36714 20.86581 0.0441640 0.1551065 156.5478 0
#> 74 20.14230 21.79124 0.0453580 0.1346295 164.3138 0
#> 75 20.45365 21.05628 0.0434460 0.1361000 148.3808 0
#> 76 20.02472 20.85402 0.0396135 0.1351870 146.9914 0
#> 77 20.85422 21.32543 0.0417750 0.1351480 149.2055 0
#> 78 21.12229 19.41850 0.0426290 0.1443320 106.5232 0
#> 79 20.03042 20.43381 0.0410230 0.1345515 124.0080 0
#> 80 22.80962 21.35053 0.0440715 0.1484515 115.3141 0
#> 81 20.06313 20.82273 0.0452820 0.1372080 121.6003 0
#> 82 18.65707 19.23982 0.0413380 0.1349395 117.2052 0
#> 83 21.22015 20.16633 0.0432750 0.1327285 121.1926 0
#> 84 21.49951 21.39428 0.0404215 0.1455190 123.0964 0
#> 85 20.02504 22.07998 0.0444270 0.1501970 136.2734 0
#> 86 20.69973 20.91160 0.0414225 0.1350485 146.0367 0
#> 87 20.34871 20.58700 0.0422910 0.1329390 152.9663 0
#> 88 21.26315 21.12215 0.0430545 0.1334805 148.7569 0
#> 89 21.21795 20.33212 0.0436350 0.1355120 153.7437 0
#> 90 21.58617 20.93113 0.0439210 0.1332415 158.7223 0
#> 91 19.44464 22.05659 0.0396090 0.1247835 163.3570 0
#> 92 20.19120 20.40449 0.0408505 0.1307325 155.9958 0
#> 93 21.78934 21.05825 0.0420550 0.1230245 132.9824 0
#> 94 21.40146 21.74280 0.0418625 0.1278290 133.9254 0
#> 95 21.60617 19.79183 0.0410405 0.1319130 137.0346 0
#> 96 21.48856 22.16260 0.0458215 0.1352135 120.4989 0
#> 97 20.56734 20.33552 0.0436335 0.1325690 126.2982 0
#> 98 20.96131 20.98308 0.0457245 0.1349535 130.1071 0
#> 99 21.48463 20.87653 0.0447225 0.1459925 121.0462 0
#> 100 21.34841 18.94778 0.0419800 0.1388595 117.1725 0
#> 101 21.97454 19.83944 0.0421200 0.1449625 119.8105 0
#> 102 21.85021 21.81876 0.0438735 0.1432600 123.1812 0
#> 103 20.67703 21.39319 0.0426920 0.1526205 116.9863 0
#> 104 20.74639 21.38670 0.0384445 0.1464970 124.5256 0
#> 105 21.17594 20.20315 0.0433285 0.1558980 125.5846 0
#> 106 20.30897 19.74758 0.0467655 0.1500740 111.9216 0
#> 107 22.33878 20.55190 0.0414030 0.1643545 119.6462 0
#> 108 20.49303 22.22300 0.0448530 0.1780245 119.2898 0
#> 109 20.70325 20.69213 0.0442205 0.1698810 115.3250 0
#> 110 19.87798 21.58692 0.0427885 0.1730145 120.0150 0
#> 111 20.22502 22.22001 0.0431630 0.1755885 118.3548 0
#> 112 21.61324 19.06972 0.0424335 0.1786870 118.7638 0
#> 113 20.54492 21.05537 0.0433085 0.1748895 112.9109 0
#> 114 22.13445 21.34086 0.0419310 0.1642500 121.6647 0
#> 115 19.83526 22.20556 0.0425485 0.1779905 124.4813 0
#> 116 21.02242 21.77547 0.0439405 0.1784125 116.4190 0
#> 117 21.98402 20.67522 0.0413300 0.1764295 128.8488 0
#> 118 20.69178 20.43372 0.0403085 0.1843690 123.2998 0
#> 119 21.55314 20.84317 0.0433375 0.1874505 120.5157 0
#> 120 22.31370 20.12722 0.0431645 0.1995205 116.7075 0
#> 121 20.38087 19.26775 0.0426395 0.1812765 120.9452 0
#> 122 21.28900 20.80139 0.0442350 0.1834655 119.4319 0
#> 123 20.16920 21.07568 0.0416360 0.1863120 118.8644 0
#> 124 20.32266 20.79996 0.0416555 0.1974280 123.8791 0
#> 125 20.60744 21.30674 0.0418540 0.1898100 120.2442 0
#> 126 20.41729 21.10705 0.0458815 0.2018635 117.0927 0
#> 127 20.25184 20.93950 0.0389000 0.1820960 123.9312 0
#> 128 20.82925 22.22293 0.0432470 0.1840490 116.2302 0
#> 129 20.53833 20.94060 0.0435745 0.1990995 116.9961 0
#> 130 19.87601 21.05988 0.0384125 0.1861055 123.0707 0
#> 131 21.75643 21.34393 0.0424525 0.1987400 121.8341 0
#> 132 21.08514 20.70428 0.0428175 0.1857740 125.9226 0
#> 133 21.70021 22.09429 0.0438735 0.1850320 111.8767 0
#> 134 22.33857 20.34194 0.0436400 0.1929105 122.8290 0
#> 135 20.93069 20.92913 0.0449130 0.2028260 115.6898 0
#> 136 19.66702 19.14898 0.0405655 0.1850995 115.1655 0
#> 137 21.37375 19.92207 0.0423950 0.2033155 120.7131 0
#> 138 20.39761 20.56566 0.0420085 0.2050630 113.3775 0
#> 139 20.31498 20.44771 0.0410605 0.2007840 125.6868 0
#> 140 20.95756 20.99062 0.0414895 0.2172520 123.7977 0
#> 141 20.34851 20.97838 0.0435705 0.2005585 116.6046 0
#> 142 20.81540 19.24214 0.0403175 0.2144360 118.5704 0
#> 143 20.11966 20.14255 0.0430920 0.1940865 118.6750 0
#> 144 21.57585 20.87126 0.0415180 0.2000995 111.8153 0
#> 145 19.57768 21.82529 0.0422535 0.2063180 115.9823 0
#> 146 20.83796 20.14478 0.0406920 0.2085400 120.1576 0
#> 147 21.62576 21.20629 0.0391110 0.2145765 115.8393 0
#> 148 20.27193 20.45893 0.0438555 0.2053775 112.5093 0
#> 149 20.06734 19.54287 0.0395620 0.2126040 116.6774 0
#> 150 21.88717 20.48591 0.0433930 0.2118275 123.0972 0
#> 151 21.65602 20.61624 0.0449440 0.2161840 112.4151 0
#> 152 20.84667 20.65165 0.0424515 0.2259905 119.6144 0
#> 153 20.20650 20.29503 0.0420955 0.2215820 128.1964 0
#> 154 21.62902 21.85854 0.0439955 0.2113975 116.4396 0
#> 155 20.71628 20.27589 0.0419520 0.2246350 125.2063 0
#> 156 20.38594 21.79092 0.0421745 0.2159815 113.4468 0
#> 157 20.39789 19.92007 0.0421260 0.2228070 119.7726 0
#> 158 21.76526 20.56444 0.0432455 0.2206945 119.2773 0
#> 159 21.61009 19.97871 0.0452385 0.2198225 120.1814 0
#> 160 19.80902 21.92624 0.0426795 0.2189705 118.4712 0
#> 161 21.44627 22.32064 0.0423785 0.2217585 116.2420 0
#> 162 21.09232 20.03462 0.0416455 0.2372895 118.9583 0
#> 163 21.42803 20.28274 0.0436235 0.2306045 112.7964 0
#> 164 21.02114 18.90676 0.0437370 0.2273270 111.6838 0
#> 165 20.25474 21.09288 0.0419440 0.2246755 120.0807 0
#> 166 22.12154 20.39145 0.0440870 0.2291545 126.6976 0
#> 167 20.92782 20.40566 0.0447390 0.2175215 111.2706 0
#> 168 22.28098 20.41909 0.0408950 0.2107980 117.5390 0
#> 169 20.29096 21.00668 0.0414350 0.2134685 122.9650 0
#> 170 20.08468 20.83813 0.0434355 0.2080575 121.7783 0
#> 171 21.44653 20.48761 0.0442355 0.2148075 126.2020 0
#> 172 19.80249 20.43707 0.0407445 0.2197020 118.2499 0
#> 173 20.54747 21.18171 0.0409585 0.2213545 122.3484 0
#> 174 19.62810 20.44477 0.0409380 0.2279115 116.3223 0
#> 175 20.94349 20.43973 0.0434875 0.2201950 119.8605 0
#> 176 21.35533 20.39068 0.0410480 0.2272195 117.4859 0
#> 177 20.91845 21.26363 0.0430155 0.2248765 116.8640 0
#> 178 22.01156 20.71954 0.0426005 0.2193175 118.5502 0
#> 179 21.12077 20.94010 0.0453905 0.2296985 124.4713 0
#> 180 19.76398 21.30200 0.0435270 0.2265930 117.8343 0
#> 181 21.72932 21.17556 0.0397910 0.2193205 108.0220 0
#> 182 21.05206 20.68745 0.0437020 0.2248545 117.5763 0
#> 183 20.24841 20.80318 0.0417595 0.2181925 115.1711 0
#> 184 21.61458 20.96997 0.0392560 0.2326125 115.2546 0
#> 185 20.81278 20.35471 0.0396145 0.2250240 119.0876 0
#> 186 21.10032 20.36269 0.0445020 0.2196960 111.0406 0
#> 187 20.38778 20.66236 0.0402045 0.2181765 117.0160 0
#> 188 19.77948 21.66920 0.0437175 0.2241510 113.7492 0
#> 189 19.96886 19.89180 0.0436495 0.2322260 117.2550 0
#> 190 21.30728 20.68873 0.0404565 0.2154165 117.9748 0
#> 191 21.47002 20.19572 0.0423460 0.2358205 123.4168 0
#> 192 21.19329 20.41756 0.0427875 0.2341705 115.4704 0
#> 193 20.13610 21.08696 0.0438920 0.2380100 118.3294 0
#> 194 20.47125 20.25133 0.0433515 0.2270540 124.5491 0
#> 195 21.02773 19.56343 0.0437310 0.2339435 114.2157 0
#> 196 19.71165 21.67232 0.0443520 0.2316260 122.3162 0
#> 197 20.92768 21.05388 0.0437175 0.2333420 116.3315 0
#> 198 21.45274 19.32738 0.0410035 0.2294145 120.6609 0
#> 199 19.75197 20.40576 0.0400955 0.2368415 119.9123 0
#> 200 18.86444 21.70997 0.0397670 0.2383805 123.8754 0
#> 201 19.99916 20.47297 0.0399360 0.2322230 125.5908 0
#> 202 20.31040 20.08053 0.0433125 0.2323250 120.7900 0
#> 203 21.28142 21.97639 0.0428645 0.2374260 113.5104 0
#> 204 20.64394 20.35667 0.0429295 0.2377945 121.2125 0
#> 205 21.09465 21.78249 0.0420595 0.2295725 117.6839 0
#> 206 21.63564 20.21020 0.0396295 0.2468040 116.1893 0
#> 207 21.65250 20.47963 0.0421185 0.2483815 112.2331 0
#> 208 20.57535 19.98304 0.0438450 0.2290065 120.0165 0
#> 209 20.60438 22.16462 0.0416635 0.2144035 118.4343 0
#> 210 21.95818 20.12183 0.0409145 0.2247605 124.4158 0
#> 211 20.58854 19.89026 0.0406690 0.2371570 119.6403 0
#> 212 21.56305 19.81073 0.0401760 0.2493835 122.4790 0
#> 213 20.81849 19.97224 0.0409920 0.2237695 115.8867 0
#> 214 21.27912 21.44924 0.0412620 0.2317390 122.0049 0
#> 215 21.94541 21.96988 0.0438185 0.2292935 120.4138 0
#> 216 20.72311 21.37609 0.0454295 0.2340930 112.4040 0
#> 217 20.25127 19.85753 0.0442545 0.2421160 113.1569 0
#> 218 20.92376 20.52086 0.0437265 0.2387115 109.7830 0
#> 219 20.12733 20.65207 0.0415855 0.2199405 113.9518 0
#> 220 21.25353 20.95240 0.0420275 0.2327425 118.9391 0
#> 221 19.36181 21.05209 0.0421545 0.2248230 116.0685 0
#> 222 19.89150 21.20167 0.0430135 0.2340595 127.7881 0
#> 223 19.57279 20.14118 0.0433055 0.2296155 121.4257 0
#> 224 20.49235 20.91255 0.0428865 0.2493175 120.3785 0
#> 225 20.27181 20.96410 0.0429615 0.2283540 121.1447 0
#> 226 21.78307 20.96965 0.0413575 0.2313265 126.9565 0
#> 227 21.08973 20.89216 0.0439850 0.2325135 122.5275 0
#> 228 20.18832 21.64231 0.0433900 0.2319915 121.0611 0
#> 229 20.84682 21.74452 0.0398930 0.2225500 116.4056 0
#> 230 21.02669 20.62060 0.0430280 0.2250350 122.9156 0
#> 231 20.26111 21.04960 0.0396770 0.2360905 122.2506 0
#> 232 21.47465 21.48889 0.0419855 0.2433325 123.1386 0
#> 233 21.53505 20.09820 0.0423620 0.2238430 113.6938 0
#> 234 20.16985 19.85948 0.0438160 0.2414840 123.1667 0
#> 235 21.32235 19.82428 0.0445545 0.2357890 113.7401 0
#> 236 20.61527 20.66078 0.0450360 0.2249245 120.2438 0
#> 237 21.49076 20.04654 0.0426425 0.2268285 119.4520 0
#> 238 21.55291 20.90380 0.0425065 0.2333590 122.9539 0
#> 239 20.69260 19.98008 0.0442420 0.2667030 122.5385 0
#> 240 21.49785 19.72388 0.0408045 0.2403730 121.2996 0
#> 241 21.36389 20.69193 0.0425225 0.2424385 125.5134 0
#> 242 20.99777 22.52851 0.0426930 0.2307610 126.7401 0
#> 243 20.84296 20.56325 0.0426115 0.2446915 119.1509 0
#> 244 21.65723 20.34917 0.0422105 0.2293845 114.8603 0
#> 245 19.79595 20.12359 0.0442525 0.2364800 120.6104 0
#> 246 19.66837 21.98421 0.0423600 0.2206840 113.7611 0
#> 247 21.29660 20.02800 0.0442785 0.2443605 117.0183 0
#> 248 21.83612 21.34282 0.0437505 0.2301210 116.7053 0
#> 249 21.00560 20.74676 0.0412160 0.2400940 125.8893 0
#> 250 20.12490 20.74215 0.0398060 0.2391600 113.8338 0
#> 251 20.15092 20.31270 0.0418045 0.2408570 121.8011 0
#> 252 20.54423 21.19271 0.0435390 0.2508890 116.3857 0
#> 253 21.45639 20.81862 0.0411105 0.2571405 122.6416 0
#> 254 20.54795 20.85182 0.0449895 0.2487985 121.5158 0
#> 255 22.29429 19.23469 0.0432650 0.2385765 121.4396 0
#> 256 21.82397 20.02115 0.0438295 0.2329280 120.6671 0
#> 257 21.69359 20.75175 0.0421260 0.2458060 120.9081 0
#> 258 21.38737 20.62870 0.0419805 0.2595120 117.5600 0
#> 259 22.06154 21.49516 0.0442325 0.2448585 119.6747 0
#> 260 21.38463 21.12206 0.0456970 0.2481930 120.2357 0
#> 261 21.26426 21.34145 0.0395235 0.2442210 113.8975 0
#> 262 20.33980 21.77534 0.0432525 0.2325135 110.5348 0
#> 263 20.04328 20.97836 0.0424555 0.2446380 123.0661 0
#> 264 20.03906 20.46281 0.0430415 0.2485625 117.3579 0
#> 265 20.39263 19.97011 0.0443815 0.2487745 120.3189 0
#> 266 22.00028 21.39429 0.0450265 0.2307420 117.4888 0
#> 267 21.81865 21.46492 0.0425430 0.2518765 115.8085 0
#> 268 21.37922 20.51006 0.0407890 0.2438530 121.8292 0
#> 269 22.12381 20.26199 0.0452560 0.2310455 114.9173 0
#> 270 22.20651 21.59057 0.0412555 0.2352005 122.1848 0
#> 271 21.09197 20.99072 0.0437330 0.2366555 114.6191 0
#> 272 19.73651 19.59628 0.0412695 0.2473480 118.2395 0
#> 273 20.55966 19.95190 0.0423055 0.2413760 123.0896 0
#> 274 21.17702 21.87702 0.0442635 0.2509145 119.6144 0
#> 275 19.93607 20.90474 0.0449705 0.2462010 126.9447 0
#> 276 20.36292 20.27750 0.0453420 0.2400950 121.7195 0
#> 277 22.79239 19.73756 0.0427060 0.2561505 115.8449 0
#> 278 21.25770 20.60421 0.0420815 0.2364320 117.2919 0
#> 279 20.97617 22.25030 0.0421640 0.2530385 118.6060 0
#> 280 20.38476 20.50911 0.0425640 0.2497165 114.6338 0
#> 281 19.63336 20.89566 0.0437335 0.2641120 117.2390 0
#> 282 20.92168 20.77456 0.0423505 0.2388170 127.4786 0
#> 283 21.33876 20.27283 0.0448745 0.2391325 130.8879 0
#> 284 21.08016 20.08467 0.0434435 0.2463380 109.5834 0
#> 285 20.34086 21.92963 0.0427325 0.2386465 118.9257 0
#> 286 21.83565 21.05304 0.0424330 0.2407110 120.0494 0
#> 287 20.98810 21.07917 0.0425460 0.2470400 117.0439 0
#> 288 21.18469 21.57968 0.0447490 0.2532350 112.8826 0
#> 289 21.37157 20.97539 0.0439140 0.2598125 114.9396 0
#> 290 20.34704 19.98567 0.0420790 0.2439585 125.2180 0
#> 291 20.76921 20.46964 0.0443665 0.2471480 117.0025 0
#> 292 20.99335 20.88410 0.0433985 0.2533505 117.5956 0
#> 293 20.98704 19.66226 0.0437885 0.2439405 111.9475 0
#> 294 20.66579 20.16452 0.0410155 0.2547375 117.1359 0
#> 295 20.46554 19.96391 0.0438585 0.2446400 121.5477 0
#> 296 20.79644 21.04128 0.0440750 0.2488775 117.4572 0
#> 297 21.21397 21.71407 0.0400045 0.2412500 120.8627 0
#> 298 21.22313 21.23350 0.0445315 0.2312400 118.9442 0
#> 299 21.14534 21.18043 0.0435825 0.2509345 117.1935 0
#> 300 19.47079 20.38034 0.0409670 0.2433545 124.9352 0
#> 301 20.99276 21.43812 0.0398660 0.2401115 117.0192 0
#> 302 20.03179 21.40454 0.0421030 0.2453825 117.1290 0
#> 303 20.55906 19.41069 0.0428880 0.2452670 117.0571 0
#> 304 21.58270 21.27861 0.0447280 0.2450005 119.1486 0
#> 305 20.29354 21.49771 0.0412250 0.2521945 117.5688 0
#> 306 22.47893 20.40313 0.0450425 0.2254205 117.9668 0
#> 307 21.51609 20.78640 0.0426660 0.2331950 118.8721 0
#> 308 21.18193 19.55257 0.0439475 0.2336090 122.2808 0
#> 309 19.90957 21.94983 0.0442435 0.2524835 120.9301 0
#> 310 21.71868 21.43751 0.0412395 0.2402855 118.9713 0
#> 311 21.53155 18.92157 0.0436275 0.2506625 116.8804 0
#> 312 21.92009 19.31688 0.0440115 0.2408910 122.4181 0
#> 313 21.93397 21.45930 0.0415650 0.2541775 117.7803 0
#> 314 20.29200 20.03517 0.0443790 0.2534215 120.8778 0
#> 315 20.78961 21.98736 0.0429060 0.2600575 114.4730 0
#> 316 21.67165 21.06241 0.0433960 0.2466595 116.6189 0
#> 317 21.48944 22.45104 0.0430140 0.2286070 121.3593 0
#> 318 20.89965 20.20365 0.0426710 0.2354805 123.9398 0
#> 319 21.36227 20.67496 0.0429265 0.2404240 117.0357 0
#> 320 20.27046 20.68975 0.0418605 0.2343380 123.9323 0
#> 321 22.44942 21.03607 0.0456615 0.2619765 118.4528 0
#> 322 20.74928 20.74556 0.0427175 0.2594590 114.2443 0
#> 323 21.60842 21.62289 0.0418010 0.2545675 111.8103 0
#> 324 21.39528 21.61708 0.0395215 0.2488480 123.6376 0
#> 325 21.07656 19.87905 0.0425620 0.2477630 117.2677 0
#> 326 22.39388 19.91483 0.0447110 0.2468175 116.1648 0
#> 327 20.79572 21.70829 0.0449575 0.2386425 122.9742 0
#> 328 21.87192 21.29632 0.0408950 0.2460910 118.9123 0
#> 329 21.04712 19.49243 0.0434060 0.2561565 120.1602 0
#> 330 22.47350 21.03377 0.0426495 0.2616240 120.0732 0
#> 331 20.49478 20.65590 0.0402435 0.2620080 119.2450 0
#> 332 20.29866 20.78798 0.0418575 0.2395320 122.3161 0
#> 333 21.46055 19.98782 0.0419670 0.2501025 116.9460 0
#> 334 21.42424 20.99862 0.0435810 0.2443460 112.1950 0
#> 335 20.10620 20.69272 0.0422855 0.2296290 119.5373 0
#> 336 21.60421 20.48133 0.0419700 0.2632505 119.4306 0
#> 337 19.87486 21.07858 0.0412270 0.2446200 119.6889 0
#> 338 21.15596 19.68705 0.0414105 0.2490615 115.1317 0
#> 339 20.10460 20.75718 0.0452615 0.2369145 113.4182 0
#> 340 21.61463 21.44272 0.0434820 0.2598855 113.4644 0
#> 341 19.94357 20.42316 0.0415320 0.2489740 117.6083 0
#> 342 21.89079 19.84567 0.0406690 0.2368040 117.1194 0
#> 343 20.46347 20.47558 0.0449000 0.2529255 124.5247 0
#> 344 21.18656 21.37702 0.0419540 0.2620750 115.3099 0
#> 345 19.24581 20.63440 0.0420960 0.2411820 127.2376 0
#> 346 21.71600 20.51711 0.0408715 0.2515360 114.3424 0
#> 347 21.29453 21.14223 0.0433210 0.2475735 126.9723 0
#> 348 20.84633 19.55087 0.0422760 0.2426380 123.3555 0
#> 349 20.86498 20.66716 0.0448325 0.2444295 120.8680 0
#> 350 21.66198 20.96389 0.0422000 0.2497740 118.0881 0
#> 351 21.15847 21.06745 0.0446015 0.2425920 112.2167 0
#> 352 20.87026 20.56126 0.0419215 0.2616600 112.9757 0
#> 353 20.53918 21.31458 0.0427500 0.2454075 108.6679 0
#> 354 21.80135 21.42427 0.0438260 0.2596415 119.6639 0
#> 355 20.21643 20.08364 0.0433715 0.2459475 124.3301 0
#> 356 21.59393 20.25966 0.0427675 0.2572675 121.6779 0
#> 357 21.35622 20.26949 0.0422580 0.2553510 118.7848 0
#> 358 20.80833 20.99988 0.0422440 0.2437235 118.1060 0
#> 359 20.12628 21.26063 0.0433975 0.2591865 114.4624 0
#> 360 20.84287 20.54388 0.0426525 0.2543805 116.9853 0
#> 361 20.85513 19.60027 0.0444815 0.2509080 116.7266 0
#> 362 20.84772 20.70167 0.0440870 0.2532810 115.9730 0
#> 363 21.17542 20.12425 0.0450795 0.2412275 125.6793 0
#> 364 21.73083 20.43596 0.0463450 0.2384995 113.1584 0
#> 365 21.88849 20.67740 0.0427205 0.2615045 125.3334 0
#> 366 20.17776 19.85068 0.0379715 0.2566500 119.5313 0
#> 367 20.62423 20.24320 0.0419520 0.2495570 117.0066 0
#> 368 21.54641 20.20831 0.0445275 0.2411940 116.0504 0
#> 369 20.10355 19.73341 0.0435895 0.2607360 124.3721 0
#> 370 20.84946 21.26261 0.0426895 0.2532500 119.7402 0
#> 371 21.57583 20.52695 0.0431290 0.2430200 120.9800 0
#> 372 21.29370 20.98520 0.0440920 0.2525905 118.3277 0
#> 373 20.91303 20.10378 0.0413690 0.2501705 110.3960 0
#> 374 20.23367 21.01544 0.0439535 0.2461610 115.0713 0
#> 375 22.01925 20.71515 0.0419520 0.2496560 120.0137 0
#> 376 19.83436 20.22625 0.0427735 0.2519880 123.3185 0
#> 377 21.20140 20.72109 0.0424675 0.2387215 109.2448 0
#> 378 20.45956 20.21468 0.0440625 0.2499760 117.8445 0
#> 379 20.26289 20.91175 0.0404930 0.2498255 113.7212 0
#> 380 20.46121 21.28123 0.0426510 0.2561170 115.1082 0
#> 381 19.84855 21.27053 0.0425625 0.2445185 116.0572 0
#> 382 21.96145 20.88233 0.0423015 0.2495795 106.5945 0
#> 383 20.81708 21.69815 0.0425260 0.2509975 119.5542 0
#> 384 20.98890 20.11482 0.0405740 0.2412045 121.3902 0
#> 385 21.47293 20.15980 0.0447005 0.2454550 114.8460 0
#> 386 21.86211 21.01068 0.0440840 0.2344505 122.4978 0
#> 387 20.34583 20.96114 0.0403430 0.2510620 115.7111 0
#> 388 20.35529 21.56761 0.0421040 0.2519840 117.2124 0
#> 389 20.33346 21.25135 0.0396510 0.2385080 113.9053 0
#> 390 20.93624 22.05888 0.0435585 0.2313390 124.0808 0
#> 391 19.65531 21.17865 0.0444765 0.2543915 113.5728 0
#> 392 21.03839 20.38651 0.0461300 0.2516120 114.3638 0
#> 393 20.86823 19.53024 0.0448740 0.2308485 119.1287 0
#> 394 21.63177 20.86623 0.0466735 0.2606215 113.6471 0
#> 395 20.21801 21.22288 0.0434305 0.2369860 116.6837 0
#> 396 21.57955 21.05815 0.0419855 0.2416615 122.6079 0
#> 397 20.82256 21.14047 0.0437770 0.2478605 120.1883 0
#> 398 20.15948 19.64264 0.0435900 0.2355650 118.9947 0
#> 399 21.31931 19.70070 0.0445595 0.2482205 121.5655 0
#> 400 20.87318 20.23933 0.0450135 0.2424720 115.5235 0
#> 401 20.58779 21.41560 0.0435130 0.2400275 122.6528 0
#> 402 22.04917 20.42943 0.0427395 0.2491860 117.1671 0
#> 403 20.65425 21.02461 0.0415790 0.2404865 112.5293 0
#> 404 20.15038 20.87462 0.0413035 0.2325300 117.2641 0
#> 405 22.71960 20.19303 0.0413810 0.2516520 117.2783 0
#> 406 19.53810 21.56782 0.0433605 0.2567610 113.2794 0
#> 407 21.36729 20.99582 0.0412975 0.2633090 118.4323 0
#> 408 21.03907 20.63072 0.0450575 0.2445950 120.6381 0
#> 409 20.65062 20.88612 0.0434810 0.2351640 127.9321 0
#> 410 20.63187 19.88758 0.0388125 0.2556565 124.7015 0
#> 411 19.74354 22.14959 0.0410085 0.2409425 111.9610 0
#> 412 22.01535 19.96364 0.0417055 0.2639790 116.1881 0
#> 413 20.11210 20.18757 0.0434115 0.2414685 121.6266 0
#> 414 20.17380 20.29042 0.0429160 0.2276535 118.4755 0
#> 415 20.99405 20.58889 0.0442845 0.2390430 117.5102 0
#> 416 21.11433 19.67183 0.0440175 0.2433230 113.3499 0
#> 417 20.71157 19.68476 0.0423665 0.2506765 118.3265 0
#> 418 21.93915 21.25208 0.0420885 0.2328935 115.9476 0
#> 419 21.53858 20.36971 0.0404220 0.2477320 119.5037 0
#> 420 21.10315 17.96784 0.0444760 0.2565590 110.9569 0
#> 421 22.15652 21.94776 0.0426960 0.2316790 125.7077 0
#> 422 19.57677 20.01917 0.0433185 0.2458355 120.9963 0
#> 423 21.02392 21.15601 0.0407895 0.2362585 116.2710 0
#> 424 21.29763 22.50498 0.0408820 0.2467420 120.0930 0
#> 425 20.57032 19.75614 0.0428575 0.2466495 120.3898 0
#> 426 20.72344 18.84893 0.0439450 0.2208640 126.0754 0
#> 427 20.64940 19.89033 0.0451370 0.2502960 125.5088 0
#> 428 20.05484 21.13488 0.0403205 0.2521205 123.7457 0
#> 429 20.32023 20.93660 0.0415155 0.2468960 117.1742 0
#> 430 19.66644 20.86418 0.0411150 0.2550850 118.8191 0
#> 431 19.94977 20.59501 0.0412605 0.2515885 117.2305 0
#> 432 20.13066 20.60806 0.0437185 0.2408545 117.5092 0
#> 433 20.08468 20.09904 0.0417135 0.2539955 122.8235 0
#> 434 21.03707 21.05824 0.0412410 0.2412960 110.6493 0
#> 435 19.94138 21.57657 0.0421715 0.2486745 124.4730 0
#> 436 19.88449 20.09009 0.0423140 0.2379115 126.1811 0
#> 437 20.54978 21.83347 0.0410800 0.2565360 123.9696 0
#> 438 20.50676 21.79889 0.0421140 0.2392275 121.5521 0
#> 439 22.21422 20.87082 0.0436845 0.2411725 124.3461 0
#> 440 20.88704 21.33028 0.0439400 0.2431305 118.6112 0
#> 441 22.03722 21.03452 0.0424115 0.2457915 118.1620 0
#> 442 21.02875 20.66625 0.0437975 0.2418530 110.9642 0
#> 443 22.14286 19.21317 0.0434300 0.2492310 125.6378 0
#> 444 20.94512 21.77924 0.0418015 0.2328830 117.1433 0
#> 445 21.87181 20.27987 0.0429800 0.2295550 116.9162 0
#> 446 20.59204 21.11566 0.0425890 0.2362825 120.5379 0
#> 447 20.62653 21.38928 0.0403405 0.2462895 115.7513 0
#> 448 21.77434 20.74960 0.0413400 0.2387845 126.6210 0
#> 449 20.93293 20.22828 0.0432145 0.2414655 118.5038 0
#> 450 21.31939 21.42465 0.0409585 0.2499970 122.1309 0
#> 451 21.57677 20.75301 0.0418905 0.2328785 115.9280 0
#> 452 21.44767 20.08049 0.0406070 0.2488795 118.9970 0
#> 453 20.45777 20.60686 0.0430385 0.2453920 115.6433 0
#> 454 21.41372 19.70188 0.0439400 0.2458180 115.7407 0
#> 455 19.64796 21.06540 0.0432705 0.2438240 122.7428 0
#> 456 21.72124 20.61570 0.0423840 0.2250705 114.5120 0
#> 457 20.20025 20.96827 0.0429245 0.2465690 128.0001 0
#> 458 21.91192 20.05116 0.0443780 0.2260635 120.7307 0
#> 459 20.12385 21.16508 0.0429040 0.2505885 119.1982 0
#> 460 21.16368 20.55122 0.0424250 0.2429350 115.9672 0
#> 461 20.31094 21.35385 0.0432080 0.2522110 123.2671 0
#> 462 20.66252 19.67443 0.0383795 0.2598560 114.2390 0
#> 463 21.80520 19.82378 0.0431920 0.2477085 112.7081 0
#> 464 20.98395 20.36995 0.0424450 0.2410470 120.1155 0
#> 465 21.52429 20.97855 0.0432945 0.2429030 115.1403 0
#> 466 20.91424 21.26620 0.0427365 0.2376430 117.9128 0
#> 467 21.54222 20.05454 0.0415130 0.2557570 127.0004 0
#> 468 20.89676 21.77659 0.0431915 0.2324315 119.4307 0
#> 469 20.45307 22.02811 0.0415460 0.2441880 120.4276 0
#> 470 20.94889 21.67206 0.0414000 0.2447685 123.1143 0
#> 471 21.32744 20.54632 0.0409260 0.2373060 114.4428 0
#> 472 20.73530 21.46996 0.0436945 0.2501275 121.2155 0
#> 473 21.75318 21.04965 0.0426060 0.2474905 113.8668 0
#> 474 21.68827 21.40040 0.0406210 0.2521290 120.5918 0
#> 475 21.04319 20.34773 0.0426255 0.2383915 116.7131 0
#> 476 21.52142 21.74850 0.0454675 0.2462010 116.9736 0
#> 477 21.33001 21.50849 0.0408540 0.2268020 111.4237 0
#> 478 21.40347 21.49162 0.0436040 0.2591305 123.9191 0
#> 479 21.65431 20.69750 0.0436665 0.2604250 121.1455 0
#> 480 21.03252 21.94516 0.0414575 0.2347275 113.6824 0
#> 481 20.71094 20.22767 0.0466595 0.2361850 117.1372 0
#> 482 21.32849 20.58900 0.0435895 0.2448640 118.2052 0
#> 483 20.14948 21.01712 0.0398620 0.2434845 109.0173 0
#> 484 20.79781 19.44172 0.0411035 0.2392080 116.4521 0
#> 485 22.52219 20.56113 0.0433065 0.2447480 115.8978 0
#> 486 21.02623 21.17592 0.0417855 0.2603240 120.3630 0
#> 487 21.28665 21.04572 0.0429475 0.2336190 122.1327 0
#> 488 20.35645 20.46742 0.0412155 0.2342360 113.2598 0
#> 489 19.97004 19.60894 0.0417015 0.2237050 122.0052 0
#> 490 20.36628 19.73051 0.0414170 0.2424755 117.2797 0
#> 491 20.81677 20.26354 0.0406810 0.2486100 113.1692 0
#> 492 20.83690 20.27482 0.0402660 0.2418375 117.1875 0
#> 493 21.15353 18.94531 0.0420850 0.2550390 119.5025 0
#> 494 20.67706 21.08264 0.0409640 0.2411480 117.9154 0
#> 495 21.91449 19.54293 0.0416960 0.2448015 123.0999 0
#> 496 20.99250 21.21201 0.0424290 0.2495305 117.0951 0
#> 497 21.04737 20.17039 0.0417935 0.2490260 115.4724 0
#> 498 20.80268 19.92707 0.0430335 0.2445425 113.8831 0
#> 499 20.64769 21.13936 0.0422190 0.2442550 126.0305 0
#> 500 18.98306 19.94151 0.0423315 0.2401805 124.2798 0
#> 501 21.15956 21.47357 0.0396035 0.2405760 122.1677 0
#> 502 21.96244 22.21311 0.0434415 0.2417535 124.0791 0
#> 503 21.17521 19.78279 0.0411460 0.2454430 118.3212 0
#> 504 19.99529 20.65401 0.0413385 0.2437005 117.8859 0
#> 505 19.94556 20.50887 0.0453315 0.2499580 119.0866 0
#> 506 21.64071 21.05780 0.0442395 0.2357415 113.6924 0
#> 507 20.55315 20.45403 0.0451500 0.2529055 117.5203 0
#> 508 20.75812 21.08149 0.0448065 0.2226775 124.6773 0
#> 509 20.68380 20.95975 0.0448260 0.2592085 120.1693 0
#> 510 21.06924 20.87905 0.0406015 0.2307935 120.3405 0
#> 511 19.58268 20.94986 0.0425170 0.2414855 116.8671 0
#> 512 20.85267 20.55775 0.0430420 0.2485290 123.5521 0
#> 513 21.45029 19.14924 0.0421360 0.2525355 113.4440 0
#> 514 20.24974 21.08474 0.0433280 0.2561750 117.5813 0
#> 515 20.62720 19.95778 0.0435555 0.2559555 121.1906 0
#> 516 21.08114 21.42637 0.0419155 0.2442600 119.4984 0
#> 517 20.07724 21.08092 0.0425130 0.2348900 124.2318 0
#> 518 20.85405 19.24996 0.0418230 0.2447665 122.2014 0
#> 519 21.68025 21.33151 0.0435865 0.2656810 120.1845 0
#> 520 19.87741 21.10220 0.0436110 0.2492105 122.2330 0
#> 521 20.78707 21.23346 0.0398310 0.2420855 116.7289 0
#> 522 21.51134 20.43823 0.0446895 0.2396030 114.0705 0
#> 523 20.50725 21.53872 0.0418465 0.2558005 121.3821 0
#> 524 20.74435 19.86253 0.0446445 0.2568325 120.7209 0
#> 525 20.68143 20.06214 0.0404565 0.2413365 120.1681 0
#> 526 20.39550 20.57564 0.0413140 0.2463910 121.0694 0
#> 527 20.28055 19.93657 0.0432625 0.2512030 122.3706 0
#> 528 21.66579 20.69808 0.0446525 0.2526695 115.9143 0
#> 529 19.77503 21.37605 0.0442805 0.2423505 120.7030 0
#> 530 20.64333 20.02095 0.0427615 0.2475640 118.6642 0
#> 531 20.72586 20.30566 0.0423145 0.2519560 118.3980 0
#> 532 21.70184 20.36331 0.0424730 0.2534930 116.3574 0
#> 533 20.49525 19.91717 0.0425410 0.2408190 126.1367 0
#> 534 20.93350 20.46174 0.0414210 0.2422430 116.3043 0
#> 535 21.01976 19.53078 0.0440455 0.2454570 117.5324 0
#> 536 20.30975 20.33183 0.0405720 0.2492830 124.3688 0
#> 537 22.06931 20.24900 0.0440850 0.2398045 122.1855 0
#> 538 21.69687 20.79323 0.0432185 0.2553950 115.1649 0
#> 539 20.91115 20.75343 0.0420305 0.2320035 121.0551 0
#> 540 20.93837 21.49047 0.0424170 0.2481475 123.8370 0
#> 541 21.97440 20.46986 0.0426535 0.2432675 118.5829 0
#> 542 20.32123 21.08679 0.0433185 0.2446735 123.7441 0
#> 543 20.16135 20.98960 0.0416425 0.2451495 130.7799 0
#> 544 21.05337 21.65939 0.0419255 0.2493490 159.3883 0
#> 545 19.52642 21.27831 0.0423455 0.2469945 162.5534 0
#> 546 22.14815 19.30060 0.0410265 0.2446545 191.2249 0
#> 547 20.92215 20.58076 0.0464080 0.2500110 185.8180 0
#> 548 21.44686 21.14897 0.0419510 0.2499860 211.0121 0
#> 549 21.53767 20.14607 0.0404995 0.2497480 218.6272 0
#> 550 20.46215 19.60558 0.0419840 0.2560790 214.5465 0
#> 551 18.51606 19.89694 0.0425360 0.2448265 224.1901 0
#> 552 20.42095 21.16697 0.0428155 0.2518135 236.1198 0
#> 553 21.12414 19.67811 0.0426375 0.2479605 229.3038 0
#> 554 21.09620 21.71616 0.0427900 0.2158235 227.0160 0
#> 555 21.65424 21.41273 0.0437215 0.2249810 206.4790 0
#> 556 20.83619 20.46294 0.0447040 0.2345880 220.5265 0
#> 557 20.95730 20.35096 0.0432185 0.2298625 219.0094 0
#> 558 21.26099 21.58722 0.0438785 0.2287900 231.1522 0
#> 559 20.66010 18.77967 0.0451695 0.2402890 209.9214 0
#> 560 21.18828 21.41211 0.0436250 0.2372895 223.8411 0
#> 561 20.88359 20.91785 0.0415125 0.2406970 230.0151 0
#> 562 20.84926 21.84365 0.0414535 0.2240675 225.3744 0
#> 563 21.82992 20.76577 0.0427445 0.2248580 201.4088 0
#> 564 19.96845 21.26586 0.0399640 0.2271605 225.0724 0
#> 565 22.13678 19.55222 0.0424500 0.2325330 223.8506 0
#> 566 23.21189 20.92746 0.0432635 0.2218525 213.9621 0
#> 567 21.20660 20.62169 0.0426025 0.2133370 216.3175 0
#> 568 20.39159 20.07912 0.0423555 0.2218940 221.9103 0
#> 569 21.68696 21.09760 0.0447360 0.2220785 227.2265 0
#> 570 19.62633 19.61608 0.0420320 0.2176685 213.3671 0
#> 571 20.01357 18.95515 0.0428960 0.2125045 221.1307 0
#> 572 20.33377 20.90206 0.0416845 0.2114170 225.1483 0
#> 573 21.73534 20.55582 0.0459090 0.2163760 211.4670 0
#> 574 20.09840 19.93889 0.0401950 0.2023310 219.7537 0
#> 575 20.31983 19.44760 0.0431300 0.2043125 237.5394 0
#> 576 20.40900 22.36009 0.0408815 0.2043110 227.8213 0
#> 577 21.29248 20.72241 0.0446055 0.2113355 224.2628 0
#> 578 20.32684 21.73872 0.0446055 0.2116965 224.7537 0
#> 579 21.60199 21.81361 0.0435100 0.2002685 220.3916 0
#> 580 20.64153 20.74052 0.0457050 0.2095410 228.3488 0
#> 581 21.84326 20.38785 0.0451270 0.1912520 227.5257 0
#> 582 20.59928 20.69794 0.0411110 0.2025085 221.1711 0
#> 583 20.52994 21.83817 0.0418120 0.2125855 238.1972 0
#> 584 20.55102 20.40904 0.0419190 0.1991355 213.7577 0
#> 585 22.47985 20.03243 0.0445250 0.2013875 222.6973 0
#> 586 21.41418 21.98793 0.0427850 0.2023675 218.8424 0
#> 587 20.77824 22.19368 0.0436345 0.1919750 221.0767 0
#> 588 21.54387 21.21552 0.0434295 0.2128855 232.5936 0
#> 589 20.70799 21.19741 0.0473870 0.2204915 223.0578 0
#> 590 20.13298 20.06100 0.0425415 0.1928565 227.5570 0
#> 591 20.76719 21.25137 0.0426695 0.1989685 224.2385 0
#> 592 20.50228 21.37384 0.0426535 0.2007430 222.6028 0
#> 593 20.08695 20.32785 0.0443020 0.2118265 222.5821 0
#> 594 20.67719 20.32183 0.0437535 0.1984960 228.8625 0
#> 595 20.98552 21.87277 0.0436760 0.2027235 226.3757 0
#> 596 20.77624 20.33331 0.0422180 0.2025200 222.8823 0
#> 597 20.58585 19.39705 0.0456715 0.2064665 232.2082 0
#> 598 21.06825 20.85226 0.0444255 0.1984585 213.8862 0
#> 599 20.63549 22.16374 0.0421080 0.1949100 231.4248 0
#> 600 22.13247 19.89347 0.0434205 0.1869165 223.1750 0
#> 601 20.84298 20.84545 0.0424610 0.1981245 220.3518 0
#> 602 20.66716 20.40286 0.0429300 0.1973205 213.9022 0
#> 603 20.76775 20.09236 0.0441620 0.1995070 214.9156 0
#> 604 21.09086 21.28933 0.0414880 0.2012565 223.1144 0
#> 605 20.29724 20.75358 0.0457490 0.1997455 218.3744 0
#> 606 21.66534 21.46540 0.0455645 0.1942140 215.8997 0
#> 607 20.48183 21.27547 0.0421890 0.2034135 230.8850 0
#> 608 20.72074 20.47091 0.0423675 0.1935160 232.5145 0
#> 609 20.69428 21.34581 0.0428065 0.2054545 209.0830 0
#> 610 21.27653 19.29322 0.0439105 0.2039405 224.3576 0
#> 611 19.95023 20.24180 0.0423735 0.1938405 229.6138 0
#> 612 21.07195 20.52974 0.0455905 0.2073335 213.1997 0
#> 613 21.75793 20.37801 0.0428235 0.1959990 211.5078 0
#> 614 20.11325 19.91370 0.0434430 0.1972465 218.0929 0
#> 615 20.48728 20.75099 0.0456190 0.1969680 230.9720 0
#> 616 21.65863 21.46968 0.0420810 0.1944240 222.3033 0
#> 617 20.44207 20.34414 0.0445060 0.1893305 228.0206 0
#> 618 20.91620 20.16790 0.0442915 0.2013395 223.0347 0
#> 619 21.06961 20.91346 0.0421920 0.2018190 234.1629 0
#> 620 20.83679 20.71583 0.0406650 0.2018475 218.9433 0
#> 621 21.72630 20.35001 0.0403535 0.2103795 217.0887 0
#> 622 21.76408 20.92263 0.0425870 0.2021660 217.9436 0
#> 623 21.48994 21.37942 0.0413775 0.1969630 215.7291 0
#> 624 20.76029 21.25990 0.0435360 0.1920800 204.5771 0
#> 625 20.88175 20.91838 0.0426320 0.1971810 213.1392 0
#> 626 20.44488 20.08129 0.0428805 0.1977030 214.4252 0
#> 627 19.74415 21.08321 0.0459640 0.1860585 211.0386 0
#> 628 20.81305 21.64705 0.0435935 0.1995135 208.6990 0
#> 629 20.50753 20.65206 0.0439370 0.1942535 223.1790 0
#> 630 19.42192 20.35225 0.0423200 0.1899355 215.7704 0
#> 631 19.81201 20.36225 0.0378590 0.1889485 211.6902 0
#> 632 20.33640 21.96846 0.0410920 0.1975825 214.2018 0
#> 633 20.97930 19.79466 0.0437930 0.1961265 217.9592 0
#> 634 19.67724 20.32556 0.0464325 0.1985150 229.1643 0
#> 635 21.44312 22.07134 0.0443290 0.1820485 236.1373 0
#> 636 20.90998 20.40691 0.0446645 0.1892350 225.9178 0
#> 637 19.45118 21.96987 0.0420545 0.1936940 216.7860 0
#> 638 20.78793 19.49993 0.0454805 0.1770000 204.1115 0
#> 639 21.13555 20.93838 0.0412205 0.1992955 210.9263 0
#> 640 21.20235 21.29258 0.0406870 0.1969105 228.2256 0
#> 641 21.01584 21.79909 0.0442880 0.1934185 228.0044 0
#> 642 21.02546 20.41268 0.0427110 0.1869535 202.3809 0
#> 643 21.61828 20.39244 0.0420935 0.1869820 214.8942 0
#> 644 20.66805 20.24370 0.0438575 0.1869520 224.0875 0
#> 645 20.71981 22.66201 0.0434995 0.1922255 220.3111 0
#> 646 23.02517 18.62457 0.0449210 0.1993725 222.8063 0
#> 647 21.32770 21.21274 0.0421845 0.1955105 217.4964 0
#> 648 21.55808 20.82911 0.0410385 0.1848745 216.2689 0
#> 649 20.85273 20.10540 0.0440290 0.1805360 203.0996 0
#> 650 19.14135 20.62752 0.0440275 0.1930085 232.1608 0
#> 651 20.75432 22.14450 0.0427300 0.1799930 219.7011 0
#> 652 19.31120 21.18426 0.0425105 0.1860310 231.9218 0
#> 653 21.73011 20.64659 0.0421360 0.1945125 237.7203 0
#> 654 20.81896 20.61397 0.0441495 0.1783660 231.5680 0
#> 655 20.00840 20.23917 0.0426165 0.1896800 226.4627 0
#> 656 20.38068 21.63969 0.0445660 0.1781270 219.3429 0
#> 657 20.87720 19.68297 0.0404275 0.1948700 226.9763 0
#> 658 21.82066 18.96065 0.0420750 0.1879265 217.9257 0
#> 659 21.47490 20.52918 0.0431740 0.1846150 218.7972 0
#> 660 21.06468 20.86836 0.0440605 0.1885910 228.4893 0
#> 661 21.32898 21.12066 0.0444925 0.1995305 213.9757 0
#> 662 21.28261 19.82549 0.0454750 0.1993290 214.7422 0
#> 663 20.82679 20.83691 0.0452410 0.1996540 198.9923 0
#> 664 21.35995 21.72332 0.0421945 0.1757685 203.5727 0
#> 665 21.18500 20.22041 0.0439100 0.1784980 216.5968 0
#> 666 20.74833 20.54155 0.0416585 0.1901240 202.1784 0
#> 667 21.50354 20.29898 0.0456185 0.1942905 215.1281 0
#> 668 21.41907 20.08377 0.0413235 0.1934340 209.4615 0
#> 669 20.46959 20.82495 0.0446080 0.1813035 218.6546 0
#> 670 21.54443 20.56588 0.0431730 0.1876605 215.5493 0
#> 671 21.58682 20.46482 0.0429275 0.1905605 218.9631 0
#> 672 20.85656 21.06047 0.0440405 0.1924850 221.8625 0
#> 673 20.94539 21.59049 0.0424120 0.2011180 221.1262 0
#> 674 21.21853 20.40988 0.0441330 0.1941210 223.4880 0
#> 675 21.85419 20.72814 0.0442955 0.1848415 213.4741 0
#> 676 20.66037 21.48764 0.0436185 0.1950570 222.8178 0
#> 677 20.95707 20.47944 0.0439050 0.2055335 212.8992 0
#> 678 21.76735 21.25020 0.0456480 0.1943155 223.7822 0
#> 679 20.66888 21.46784 0.0411450 0.1904760 222.6468 0
#> 680 21.08155 18.92913 0.0426625 0.1910540 216.2757 0
#> 681 19.69918 19.39556 0.0443815 0.1860015 221.3400 0
#> 682 19.87527 20.58738 0.0457405 0.1915935 233.3293 0
#> 683 20.91988 20.81665 0.0414530 0.2037045 223.8574 0
#> 684 19.28901 20.00477 0.0434185 0.1887605 230.8991 0
#> 685 22.00605 21.27787 0.0421930 0.1991035 215.4010 0
#> 686 21.32202 20.79118 0.0393920 0.1895270 225.3919 0
#> 687 19.62891 19.71731 0.0429825 0.1879100 224.6589 0
#> 688 21.32407 19.40329 0.0411190 0.1950995 201.4397 0
#> 689 22.51335 20.86255 0.0431435 0.1893340 211.1630 0
#> 690 22.02718 21.68150 0.0441920 0.1827685 221.2496 0
#> 691 21.95169 21.45719 0.0445750 0.1961590 210.5654 0
#> 692 22.73921 20.32825 0.0435735 0.1993135 223.1356 0
#> 693 21.81548 19.15335 0.0426140 0.1932050 236.6621 0
#> 694 20.81338 21.13331 0.0424240 0.1885330 209.3684 0
#> 695 20.75921 20.90657 0.0445605 0.1989920 217.9385 0
#> 696 21.33669 20.37920 0.0430520 0.1930670 218.8292 0
#> 697 22.27929 21.90138 0.0440780 0.1936130 220.6139 0
#> 698 22.35957 21.24373 0.0424020 0.1940660 222.6819 0
#> 699 21.35883 21.86030 0.0422215 0.1836995 225.1908 0
#> 700 20.96061 20.44599 0.0428675 0.1801765 236.1261 0
#> 701 20.38068 20.09044 0.0419470 0.1840500 202.5077 0
#> 702 21.51561 19.83965 0.0473950 0.1988125 212.5415 0
#> 703 21.13416 21.33130 0.0433270 0.1834440 222.7589 0
#> 704 20.83380 21.45288 0.0431475 0.2040310 214.4744 0
#> 705 20.49190 20.18936 0.0432815 0.1996740 218.6152 0
#> 706 21.07446 21.48487 0.0443100 0.2013005 243.2989 0
#> 707 21.20073 21.92188 0.0428570 0.1932740 227.5506 0
#> 708 20.33363 20.72057 0.0413045 0.1979720 223.3177 0
#> 709 21.43156 21.04292 0.0423935 0.1958320 226.5838 0
#> 710 20.65032 20.72314 0.0413680 0.2008425 231.0987 0
#> 711 21.07573 21.31216 0.0428945 0.2028970 221.1050 0
#> 712 21.22656 21.04661 0.0410660 0.1964460 223.8798 0
#> 713 20.40289 20.87187 0.0444115 0.1974405 220.5120 0
#> 714 20.52284 20.05686 0.0414970 0.2056640 213.3729 0
#> 715 20.65708 20.39026 0.0446945 0.2165615 213.3381 0
#> 716 20.73123 20.34553 0.0465360 0.1979370 220.6369 0
#> 717 20.49236 20.30400 0.0422035 0.2047280 228.6216 0
#> Energy Expenditure (kcal/min) Energy Expenditure (kJ/min) Pressure Ambient
#> 1 0.0814365 0.3372605 972.2364
#> 2 0.1104325 0.4587790 983.8805
#> 3 0.0901830 0.3602435 1012.6341
#> 4 0.0599775 0.2406355 1013.5828
#> 5 0.0343965 0.1327175 997.0394
#> 6 0.0290905 0.1102710 993.5944
#> 7 0.0184240 0.0974850 940.5892
#> 8 0.0303470 0.1255685 986.8905
#> 9 0.3755835 1.4116440 1018.7231
#> 10 0.7979285 2.9861440 973.5173
#> 11 1.1543705 4.5981245 1032.8519
#> 12 1.3391255 5.2740540 1026.1837
#> 13 1.3022330 5.5351940 977.1846
#> 14 1.6473615 7.0139015 1073.3346
#> 15 2.5275600 10.5791805 963.6566
#> 16 2.7058995 11.0420655 1015.2717
#> 17 2.6510090 11.6211995 984.9646
#> 18 2.3192520 8.9419160 1025.6202
#> 19 2.1642390 8.9401710 1050.5296
#> 20 2.5335010 9.8678890 932.8413
#> 21 2.1948240 10.5271645 952.8512
#> 22 2.2401765 9.4912275 1006.6603
#> 23 2.1769255 8.2946510 998.5361
#> 24 2.1551855 9.4858380 1010.7365
#> 25 2.1026065 8.1890085 1013.0416
#> 26 1.9167780 8.4207280 974.9475
#> 27 1.8326980 8.2981155 997.7989
#> 28 1.5574310 6.4472630 958.9981
#> 29 1.5870775 6.2316535 976.6310
#> 30 1.9999035 8.8057350 991.8406
#> 31 2.2641610 9.3209500 1030.8526
#> 32 2.3904650 10.2271590 923.2424
#> 33 2.2629945 9.1442455 1001.3800
#> 34 2.2446445 9.0572685 1025.0089
#> 35 2.4570480 10.2417700 979.3455
#> 36 2.3828270 10.3907625 980.4675
#> 37 2.4725740 10.0589625 1019.5688
#> 38 2.2666295 9.9030560 969.5832
#> 39 1.8263115 8.1651230 946.2653
#> 40 1.5942780 6.6983405 1028.8761
#> 41 1.8122190 7.7734430 1035.7409
#> 42 1.8807650 8.5008360 1003.1215
#> 43 1.7436455 6.9889290 977.5864
#> 44 1.5887860 6.6470030 973.9853
#> 45 1.8177035 8.3183655 1001.4104
#> 46 2.3213870 9.2341100 983.8397
#> 47 2.2265180 9.8605350 992.0102
#> 48 2.2553130 9.4747685 951.8645
#> 49 1.8472655 7.3583520 1046.2823
#> 50 1.6217205 6.8586595 1024.4972
#> 51 1.7528040 7.5217790 969.4897
#> 52 1.6757895 7.8186085 930.5942
#> 53 1.9037275 7.1274565 995.4335
#> 54 1.6898680 7.2095955 913.4813
#> 55 1.7843520 7.0571970 967.3992
#> 56 1.9144440 8.1675005 1008.6389
#> 57 1.9459650 8.0982025 957.1055
#> 58 2.0125520 8.3663420 990.4027
#> 59 1.6979065 6.4193415 972.6574
#> 60 1.3747915 5.2330025 1032.1784
#> 61 1.3992820 5.6731040 1003.1989
#> 62 1.3929500 5.7760535 982.3284
#> 63 1.3242590 5.1085735 1010.8121
#> 64 1.3220165 5.5026365 988.0383
#> 65 1.8621045 8.3415575 971.8512
#> 66 2.1857860 9.2554570 1019.2996
#> 67 2.2851325 9.5367710 1001.3801
#> 68 2.3666970 9.8348050 948.3380
#> 69 1.4443180 5.9946125 997.7269
#> 70 0.0000000 0.0000000 913.4002
#> 71 0.0000000 0.0000000 1043.8684
#> 72 0.0000000 0.0000000 1001.3814
#> 73 0.0000000 0.0000000 995.4728
#> 74 0.0000000 0.0000000 988.1129
#> 75 0.0000000 0.0000000 967.0035
#> 76 0.0000000 0.0000000 969.6344
#> 77 0.2559380 1.0438035 937.7203
#> 78 1.2204035 5.1722220 1051.6595
#> 79 2.2250935 9.4274535 1067.6324
#> 80 1.5758160 6.9230410 943.0140
#> 81 1.2460680 5.3661850 1002.5791
#> 82 1.0447645 4.1959130 983.6489
#> 83 0.5586455 2.2595595 1014.5674
#> 84 0.0000000 0.0000000 966.7041
#> 85 0.0000000 0.0000000 979.5675
#> 86 0.0014430 0.0068675 890.7894
#> 87 0.0546570 0.2495495 999.0052
#> 88 0.1181685 0.4464890 976.4997
#> 89 0.1254570 0.4864215 1005.4934
#> 90 0.0000000 0.0000000 1006.6135
#> 91 0.1229885 0.5642805 1055.7006
#> 92 0.3872655 1.6230850 947.6915
#> 93 0.5465565 2.1379820 966.1502
#> 94 0.5906880 2.3683940 957.2596
#> 95 1.1052865 4.4807220 989.6624
#> 96 1.4520490 7.5299615 959.2952
#> 97 1.9899375 8.6273365 965.7184
#> 98 2.4039180 11.0029470 989.6763
#> 99 2.9518915 12.4339580 964.3220
#> 100 2.8373300 11.9226895 980.5345
#> 101 2.7910485 11.9426410 968.6893
#> 102 2.6424525 10.7170915 1064.4655
#> 103 2.4458265 10.2125260 952.5471
#> 104 2.5388145 11.1489310 1013.9538
#> 105 3.2544200 14.0613050 979.5016
#> 106 3.3090250 14.3128135 953.3558
#> 107 3.2428280 13.9576730 982.7316
#> 108 3.1686590 14.0279865 976.7537
#> 109 3.1162685 13.3298870 1091.9646
#> 110 3.1261065 12.6371115 992.9381
#> 111 2.9407750 11.3737115 1020.1614
#> 112 2.5850335 10.1454890 994.3295
#> 113 2.1919105 9.3032000 1005.3282
#> 114 1.9636785 7.7584665 997.4641
#> 115 1.7443150 7.3412305 1029.8889
#> 116 1.6609175 7.2720125 1049.0375
#> 117 1.5736855 7.0021755 935.2450
#> 118 1.7193625 7.7587190 1008.2709
#> 119 1.7804555 7.6514445 991.4675
#> 120 1.9204435 7.8858215 1040.0415
#> 121 2.0007950 8.1581150 1018.5734
#> 122 1.8313500 7.7936710 937.2099
#> 123 1.8408795 7.6558570 963.8976
#> 124 1.8571620 7.8922035 984.5128
#> 125 1.8357740 7.4946340 959.2379
#> 126 1.9301520 7.6228840 1016.5639
#> 127 1.9048435 7.4683340 967.8946
#> 128 1.7049520 7.2599765 1008.6207
#> 129 1.6012060 6.5040840 974.5089
#> 130 1.4648310 6.1686670 997.1233
#> 131 1.3582010 6.0068125 1016.5791
#> 132 1.2992305 6.1856945 981.7367
#> 133 1.3993830 5.7992965 968.8847
#> 134 1.5775245 6.2542025 1020.4420
#> 135 1.7693560 7.6991700 976.6319
#> 136 1.9470640 8.2778665 1007.8276
#> 137 2.0186260 8.1304350 977.0527
#> 138 1.9545900 8.6322015 976.6103
#> 139 2.2082230 9.6674810 1021.1939
#> 140 2.4851885 9.7770710 984.5184
#> 141 2.4108780 9.2146755 1027.0666
#> 142 2.1584090 8.7355755 961.7970
#> 143 1.7625010 8.0801320 994.5359
#> 144 1.6888670 7.5403825 905.8371
#> 145 1.7136655 7.3082210 966.5010
#> 146 1.6247480 6.8271035 1004.7767
#> 147 1.6378415 7.1479260 996.3820
#> 148 1.5593360 6.7728680 932.4465
#> 149 1.6996310 6.8946080 1031.2111
#> 150 1.9816645 8.2538975 1022.7064
#> 151 1.9554390 9.3899365 1066.3960
#> 152 2.2662660 9.0379325 973.8807
#> 153 2.3625545 9.4724060 938.0250
#> 154 2.1461020 10.1047625 944.3970
#> 155 2.0759200 9.1940950 1028.2944
#> 156 2.0609955 8.5631940 1013.6724
#> 157 1.9415045 7.9230625 1028.8978
#> 158 1.5503955 7.0153815 976.6338
#> 159 1.5975690 6.3659660 1020.0769
#> 160 1.5802350 6.4762820 944.5207
#> 161 1.4481145 5.9862685 1035.8419
#> 162 1.2311950 5.2152885 1029.9617
#> 163 1.3704695 5.7118750 997.2160
#> 164 1.4399320 6.1523785 1016.5115
#> 165 1.4990610 6.1665860 952.8798
#> 166 1.4826435 5.9986510 949.1208
#> 167 1.4658750 6.4873825 1013.3175
#> 168 1.4654580 6.4824495 999.3274
#> 169 1.6770145 7.4456060 981.1617
#> 170 1.9924465 7.6726420 902.0476
#> 171 1.8195255 7.6256040 958.3309
#> 172 1.7048220 7.7714120 923.0617
#> 173 1.6627965 7.0122715 1005.9469
#> 174 1.4299415 6.4605790 940.8485
#> 175 1.3858595 5.7411280 976.6422
#> 176 1.2971860 5.7049345 1008.4483
#> 177 1.2815540 5.4688420 979.4514
#> 178 1.3039070 5.3114175 991.2839
#> 179 1.3851060 5.6644165 949.0176
#> 180 1.4160815 6.2625755 1006.7092
#> 181 1.7018405 6.4218465 959.2843
#> 182 1.5654385 6.6782835 959.4373
#> 183 1.6415590 6.9338130 991.4018
#> 184 1.9252205 7.8798090 1019.5657
#> 185 1.9857075 8.5333890 960.7259
#> 186 1.8336760 8.0071190 979.9462
#> 187 1.8345830 7.4002585 991.1876
#> 188 1.5461805 6.7111250 862.9073
#> 189 1.4684155 6.0487545 1024.8693
#> 190 1.3274300 5.8834065 948.9845
#> 191 1.3636785 5.9600030 988.0028
#> 192 1.4353545 5.7854465 972.9374
#> 193 1.3349210 5.5177405 982.4120
#> 194 1.3367845 5.5461540 949.4993
#> 195 1.4898000 6.7421110 998.4591
#> 196 1.4766170 6.9131370 966.3409
#> 197 1.6784920 6.4086020 995.4419
#> 198 1.6174795 6.8605475 966.2916
#> 199 1.6813785 7.3089845 994.1552
#> 200 1.7522290 7.1513355 964.3565
#> 201 1.6490100 7.2136655 1023.8198
#> 202 1.5409975 6.9011690 973.8873
#> 203 1.4020245 6.6121445 1002.5169
#> 204 1.1814890 5.2099650 956.3367
#> 205 1.2981340 5.6020585 924.3235
#> 206 1.4852725 6.0524735 926.2432
#> 207 1.4652595 6.2633260 951.1241
#> 208 1.3226395 6.1124385 946.6285
#> 209 1.3777685 5.9008050 976.4393
#> 210 1.3592760 5.9565260 964.3098
#> 211 1.4704010 5.5282510 1000.8221
#> 212 1.4474975 6.0868765 992.2086
#> 213 1.4731390 6.5465150 1029.9974
#> 214 1.4760930 6.1141590 890.5362
#> 215 1.6877785 6.6187335 1062.6641
#> 216 1.6437485 6.9993295 998.9638
#> 217 1.7113185 6.5593100 1004.5539
#> 218 1.5800020 6.6726805 955.1081
#> 219 1.5125795 6.3109535 948.5774
#> 220 1.6293970 6.7694955 1006.5832
#> 221 1.6610140 6.9011910 922.7871
#> 222 1.6064265 7.1182910 988.2199
#> 223 1.4181645 5.8988095 972.9243
#> 224 1.2410080 5.5299675 941.3087
#> 225 1.3679275 5.3925655 936.6108
#> 226 1.4394610 6.3226695 1014.4748
#> 227 1.4928045 6.6909330 993.5893
#> 228 1.5244330 6.5068755 909.7933
#> 229 1.2738345 5.6845445 941.4203
#> 230 1.3645675 5.5032965 904.0727
#> 231 1.3776180 5.4908050 979.3135
#> 232 1.2950450 5.3294005 1005.3105
#> 233 1.5488095 5.9709545 928.7802
#> 234 1.6155675 7.0341875 1010.3498
#> 235 1.8140110 7.6454415 958.2496
#> 236 1.8132980 6.9250540 931.9054
#> 237 1.8502915 7.9653540 967.5110
#> 238 1.7888480 7.6100110 999.8606
#> 239 1.9451245 8.1669125 921.9425
#> 240 2.0545250 8.4891750 971.0735
#> 241 1.7240250 7.9271130 1000.4163
#> 242 1.7652445 6.8266835 967.8915
#> 243 1.5935775 6.5570990 993.2140
#> 244 1.4636720 5.9531360 966.2931
#> 245 1.1927455 5.1780755 968.7774
#> 246 1.3545645 5.4237045 1013.1129
#> 247 1.4015045 5.3206700 962.9550
#> 248 1.5312325 6.3331050 966.6871
#> 249 1.6040620 7.0108365 975.2665
#> 250 1.5499735 6.3568945 1024.0368
#> 251 1.6487540 6.4495305 936.0791
#> 252 1.5336665 7.0293370 971.3205
#> 253 1.7027165 7.1181055 1021.7927
#> 254 1.7000910 8.1301210 976.3461
#> 255 1.7359065 7.7780690 957.9619
#> 256 1.7702880 7.5286320 1010.9954
#> 257 1.7517550 7.2456095 966.5547
#> 258 1.7094990 7.1433990 923.6007
#> 259 1.7562170 6.8516735 966.3081
#> 260 1.5065340 6.5209945 927.9362
#> 261 1.6669190 6.9962445 1016.5942
#> 262 1.5923325 6.8137140 986.0784
#> 263 1.5877985 6.5320735 1011.2411
#> 264 1.5350845 6.2608940 1016.9886
#> 265 1.4043570 6.0116730 1012.0357
#> 266 1.5099050 5.9150095 964.1829
#> 267 1.5004675 6.1104745 1005.5645
#> 268 1.5969610 6.8218990 890.3045
#> 269 1.5828640 6.1678550 1000.4391
#> 270 1.5837050 6.4273600 999.2154
#> 271 1.4806100 6.2427570 995.6767
#> 272 1.5544435 6.2286955 943.5890
#> 273 1.5530430 6.5361705 1005.9313
#> 274 1.7638985 7.1925380 977.1985
#> 275 1.7827220 7.0396545 999.5777
#> 276 1.6770165 6.7474195 1030.7439
#> 277 1.5509810 6.6219775 955.2202
#> 278 1.5082520 6.0361310 986.4077
#> 279 1.4489360 5.6721065 1002.4814
#> 280 1.2427815 4.9918785 1020.8626
#> 281 1.2005105 4.7112790 993.1519
#> 282 1.1912755 5.0625340 964.3484
#> 283 1.2476605 5.0147925 1037.2399
#> 284 1.2551320 5.0490395 1010.9790
#> 285 1.4459885 6.1218210 997.3754
#> 286 1.4895185 6.1597745 1008.0276
#> 287 1.4231500 6.0971215 944.0638
#> 288 1.5551820 7.0369225 993.0865
#> 289 1.7842565 7.8547900 1000.4267
#> 290 1.8527110 8.0182890 1005.9885
#> 291 1.8359985 7.9855470 984.8835
#> 292 1.7984865 7.4063665 960.2070
#> 293 1.6119245 6.4914590 931.7808
#> 294 1.2743610 5.1852250 927.2179
#> 295 1.1504830 4.9838675 943.9669
#> 296 1.3234275 5.4219150 985.1215
#> 297 1.4008750 6.1651130 921.8072
#> 298 1.2876530 5.2316455 940.8463
#> 299 1.3029205 5.1589795 989.1745
#> 300 1.2700030 5.1616840 981.5483
#> 301 1.2105265 5.3275655 1015.3647
#> 302 1.3561505 5.4102080 977.9720
#> 303 1.4680870 6.1135705 1027.8256
#> 304 1.5084775 6.0618745 1025.2350
#> 305 1.6241025 6.6762190 998.2569
#> 306 1.6195390 6.9243740 986.3221
#> 307 1.6894375 7.1535010 981.1073
#> 308 1.5351205 6.3466390 954.0700
#> 309 1.6257915 6.8667655 950.9535
#> 310 1.8327485 7.0493090 950.0936
#> 311 1.7209300 7.4893900 999.6342
#> 312 1.6561005 6.7211035 962.8535
#> 313 1.4872530 6.0973955 953.8171
#> 314 1.2570620 5.5396295 1001.7051
#> 315 1.2469580 5.1853810 977.4136
#> 316 1.4687010 5.6863430 1016.6927
#> 317 1.5280745 6.4828400 963.6097
#> 318 1.3690675 6.1177960 951.0998
#> 319 1.3585510 5.2024865 958.0034
#> 320 1.2831065 5.8262395 962.3955
#> 321 1.4281125 6.1556385 1020.4593
#> 322 1.4179620 6.0853835 1031.1015
#> 323 1.5717830 6.2790575 972.6597
#> 324 1.6384855 6.7426735 924.3924
#> 325 1.4808355 6.6801975 995.9447
#> 326 1.5900720 6.1376180 972.7253
#> 327 1.5610185 6.7868285 963.7724
#> 328 1.5201210 6.4623425 970.3105
#> 329 1.4329540 5.8975805 977.9172
#> 330 1.4616305 5.9769645 1037.5558
#> 331 1.4894215 6.4683940 976.3958
#> 332 1.4905030 6.3785500 993.8227
#> 333 1.5053125 6.2506630 970.6112
#> 334 1.3459670 5.6084080 951.0374
#> 335 1.3043545 5.3710330 983.5706
#> 336 1.3711385 5.9584840 951.1618
#> 337 1.4395750 6.5781410 985.6029
#> 338 1.7036195 7.2410295 968.6296
#> 339 1.8072665 8.0422820 996.2784
#> 340 1.6935665 6.9655120 972.5177
#> 341 1.7053505 6.8072450 941.1153
#> 342 1.6415210 6.6131015 984.1620
#> 343 1.5722545 7.0622455 965.4313
#> 344 1.7351690 7.5790620 1072.4924
#> 345 1.8720730 7.4864905 983.9612
#> 346 1.7515240 7.0488520 1012.8109
#> 347 1.4551500 6.1826220 954.7533
#> 348 1.5834640 6.4394790 993.8726
#> 349 1.6242055 6.8652615 964.8171
#> 350 1.4798115 6.2385335 975.7180
#> 351 1.3258780 6.0389935 982.7311
#> 352 1.4000795 6.3387960 922.6071
#> 353 1.4036750 5.6551275 941.9398
#> 354 1.2899225 4.8473150 935.4635
#> 355 1.1661665 4.7461750 979.1874
#> 356 1.0898770 4.5663985 970.6812
#> 357 1.1086605 5.0169165 973.0252
#> 358 1.3294970 5.1455525 1006.1695
#> 359 1.3961710 6.0620055 960.0602
#> 360 1.3557295 6.2592760 977.4768
#> 361 1.3836565 5.8752715 1004.5437
#> 362 1.3925465 5.8879555 912.5794
#> 363 1.5324515 6.3016385 977.4914
#> 364 1.6873300 7.6390155 905.8918
#> 365 2.0014905 7.5026435 1012.2195
#> 366 1.8270330 7.9430530 957.5294
#> 367 1.7170510 7.4349600 955.7703
#> 368 1.4958945 6.4268225 953.1091
#> 369 1.4134185 5.9474960 1004.4955
#> 370 1.3819550 5.4245945 914.8527
#> 371 1.2401860 5.2879295 993.6833
#> 372 1.3073440 5.3084040 1026.1207
#> 373 1.2400055 5.2628070 1015.4668
#> 374 1.2462715 5.5322220 1040.8598
#> 375 1.3751850 6.2473815 1010.3234
#> 376 1.3989760 5.7247620 955.7969
#> 377 1.4275010 6.2444730 999.6994
#> 378 1.4969085 6.8974535 988.2967
#> 379 1.8202965 6.8876610 1038.5329
#> 380 1.6958685 7.4595610 972.2902
#> 381 1.7214895 7.0433535 1006.5974
#> 382 1.5985925 6.4650030 926.1862
#> 383 1.4448265 6.2570540 966.3654
#> 384 1.3561700 4.8263665 999.2453
#> 385 1.4502225 5.7261050 1024.9508
#> 386 1.4682115 5.6241130 993.1785
#> 387 1.5153035 5.9612905 1029.3928
#> 388 1.3100135 5.4232745 958.1077
#> 389 1.3796095 5.3071235 946.6816
#> 390 1.2123535 5.5286965 990.1632
#> 391 1.2780195 5.5929900 938.0114
#> 392 1.4275625 6.1935825 891.0563
#> 393 1.3949270 6.4720845 977.6428
#> 394 1.4606060 5.7871590 991.5239
#> 395 1.4756770 6.3448400 1005.0528
#> 396 1.4273625 6.2228565 922.7350
#> 397 1.4335620 6.1217940 937.1152
#> 398 1.5144920 5.9024175 1016.1185
#> 399 1.6236665 6.1071760 952.6246
#> 400 1.5274495 6.5457435 980.4219
#> 401 1.5199930 6.1652905 989.0475
#> 402 1.4662610 6.1095550 994.9671
#> 403 1.3356455 5.5378570 1011.5816
#> 404 1.3093350 5.6734525 991.5178
#> 405 1.3511255 5.5352625 973.7160
#> 406 1.4234620 5.5713310 982.9414
#> 407 1.4501970 6.5517100 938.2387
#> 408 1.4554255 6.0217995 973.3115
#> 409 1.5414715 5.8375780 1062.5131
#> 410 1.3927225 6.1503260 956.0145
#> 411 1.4293575 5.3298705 992.2360
#> 412 1.4443220 5.4174070 971.6914
#> 413 1.5073435 5.8973410 1003.6621
#> 414 1.5255805 6.3362340 991.9973
#> 415 1.3797250 5.6969860 949.4890
#> 416 1.3232840 5.3549900 908.3613
#> 417 1.3286700 5.7243600 1038.6977
#> 418 1.3939945 5.9220155 894.1855
#> 419 1.5386720 6.5609570 1006.8730
#> 420 1.5141810 6.6363330 1007.6640
#> 421 1.5810605 6.1413345 970.9989
#> 422 1.5057410 6.0157600 995.6365
#> 423 1.5481850 6.3982865 1034.4429
#> 424 1.4042745 5.4653650 959.1995
#> 425 1.3231855 5.7471995 966.9328
#> 426 1.3980535 6.2682490 995.2283
#> 427 1.6416670 6.4100930 1034.7414
#> 428 1.4948035 6.4042390 968.4833
#> 429 1.3304620 5.3254735 983.7267
#> 430 1.0980605 4.9667915 975.2579
#> 431 1.1674290 4.7192260 953.7901
#> 432 1.2656460 5.4197435 948.8569
#> 433 1.3170485 5.6081975 1053.0896
#> 434 1.2150625 5.2635460 1048.4601
#> 435 1.2700080 5.3480320 987.6314
#> 436 1.3880620 5.5239265 963.9347
#> 437 1.3621945 5.7176900 958.7873
#> 438 1.5161025 6.1086110 979.2158
#> 439 1.7187895 7.1508745 920.7522
#> 440 1.6952730 7.3752205 938.9424
#> 441 1.7235280 7.4373360 934.7712
#> 442 1.5873415 6.5258250 1076.6380
#> 443 1.3542505 5.5715105 950.7474
#> 444 1.1763165 4.4483530 919.6108
#> 445 1.1352555 5.1179590 937.4197
#> 446 1.3524010 5.4957905 925.7670
#> 447 1.3985110 5.4108850 985.1753
#> 448 1.3224550 5.6777210 985.6463
#> 449 1.2131815 5.2229155 985.4309
#> 450 1.1294460 4.9338685 903.6144
#> 451 1.2127585 5.3989110 981.5874
#> 452 1.2497445 6.0087760 940.5572
#> 453 1.3925530 5.7236310 1042.1241
#> 454 1.3549270 5.5704250 966.1242
#> 455 1.3990920 6.3386820 934.7777
#> 456 1.6298305 6.5790640 906.0486
#> 457 1.8443915 6.7727740 1003.9788
#> 458 1.6257155 6.9046895 950.5780
#> 459 1.7322195 6.7329245 961.5043
#> 460 1.8375680 6.9496265 1002.1601
#> 461 1.9333395 7.8060280 981.1181
#> 462 1.7643075 7.6858200 1055.0906
#> 463 1.6091190 6.4989995 1023.5908
#> 464 1.4506125 6.1488470 1063.8986
#> 465 1.2896535 5.4393075 1018.4716
#> 466 1.3899775 6.0593630 979.7069
#> 467 1.5559070 6.4782215 977.5601
#> 468 1.4352905 6.1352805 984.1512
#> 469 1.2292270 5.1108060 960.2979
#> 470 1.2745690 5.5992010 998.9013
#> 471 1.3451550 5.6175920 977.8139
#> 472 1.3789725 5.9109610 968.5270
#> 473 1.5261520 6.3697295 967.3811
#> 474 1.6954565 7.3398765 959.6835
#> 475 1.6212610 6.8342400 960.1141
#> 476 1.5247845 6.3140050 1002.3657
#> 477 1.6356765 6.5281420 994.3374
#> 478 1.5862815 6.0152115 966.9690
#> 479 1.4328395 6.3875390 982.3134
#> 480 1.4110710 5.9683300 996.1921
#> 481 1.3907240 6.4909145 999.1329
#> 482 1.4310525 6.5290175 1006.1788
#> 483 1.5006710 5.9574765 961.9443
#> 484 1.4015285 5.9930195 987.9623
#> 485 1.3628015 5.1105480 987.2587
#> 486 1.2646475 5.0205055 981.8924
#> 487 1.2394620 4.8712975 1018.3083
#> 488 1.3377735 5.5866010 1000.3333
#> 489 1.4195180 5.4216095 957.5099
#> 490 1.2291405 5.2227385 983.5304
#> 491 1.1908895 5.1321540 978.9868
#> 492 1.2945910 5.5322125 938.7965
#> 493 1.3897140 5.9270415 951.8977
#> 494 1.5278555 6.1218695 1011.1493
#> 495 1.5751520 6.4169590 967.5099
#> 496 1.4492720 6.7381475 996.5526
#> 497 1.4689510 5.8347775 944.1992
#> 498 1.4581570 5.7830740 976.9987
#> 499 1.4653845 6.0250720 986.8061
#> 500 1.4222180 6.1400490 1035.5456
#> 501 1.4736040 6.3536945 1003.6385
#> 502 1.6283290 6.5949690 942.1687
#> 503 1.4029945 6.0724950 1021.9519
#> 504 1.2403055 5.6969500 1058.0518
#> 505 1.2215735 5.0250905 965.5567
#> 506 1.1862830 5.0884680 1001.4868
#> 507 1.2061590 4.7904945 958.3840
#> 508 1.2371250 5.6595675 1017.0210
#> 509 1.3158600 5.5628365 953.3740
#> 510 1.3454000 5.6490260 1033.6797
#> 511 1.4310295 6.5642830 1001.8236
#> 512 1.5584590 6.2212265 977.2224
#> 513 1.5104310 6.7288250 1012.9315
#> 514 1.7613530 7.4312515 943.7761
#> 515 1.8200145 8.1806115 961.0065
#> 516 1.7468035 6.9568270 1007.7963
#> 517 1.6357315 6.9962290 976.0588
#> 518 1.4397290 6.5365020 986.8653
#> 519 1.3411085 5.3627300 994.3109
#> 520 1.2702400 5.1348945 1000.8729
#> 521 1.1254690 4.6486665 1003.3391
#> 522 1.2206470 4.9874885 955.9659
#> 523 1.1631285 4.9589880 969.1902
#> 524 1.1585010 4.6925815 1036.0356
#> 525 1.3074220 4.9231775 947.1448
#> 526 1.3642675 5.3192535 966.1343
#> 527 1.3750755 6.2489655 1034.1019
#> 528 1.4688030 6.2657290 967.2687
#> 529 1.5363145 6.0024045 995.8655
#> 530 1.4918415 6.2436705 922.3988
#> 531 1.4111460 6.4148125 987.8982
#> 532 1.4137455 6.3390705 957.9823
#> 533 1.2718760 5.6809450 974.0321
#> 534 1.2224795 5.0164160 1006.0540
#> 535 1.1068005 4.9253580 966.1679
#> 536 1.1417285 4.8815710 1017.1281
#> 537 1.2254905 4.5725605 910.8242
#> 538 1.2165060 5.0463390 972.8362
#> 539 1.1682205 4.9035285 952.7349
#> 540 1.0947985 4.8375030 989.1679
#> 541 1.1624665 4.3479755 981.6762
#> 542 1.2903310 5.6013770 1027.4617
#> 543 1.5232430 5.9598315 1007.0732
#> 544 1.6127805 6.7946125 983.2110
#> 545 1.6998685 7.8261220 969.6085
#> 546 2.2846710 9.0311950 946.8875
#> 547 2.5382110 10.5689395 986.2679
#> 548 2.6443955 10.6007610 963.6518
#> 549 2.5224620 9.8996235 984.0394
#> 550 2.2507430 9.7985985 922.7217
#> 551 2.0980465 8.9462370 1015.1415
#> 552 2.2020575 8.2857935 1036.4312
#> 553 1.9495880 8.3300970 966.6281
#> 554 1.7107315 6.8139850 988.7187
#> 555 1.2137050 4.7654300 1010.8173
#> 556 1.1453380 4.5421085 940.6649
#> 557 1.2665040 5.5176765 997.5590
#> 558 1.3719045 5.8475435 963.1844
#> 559 1.5272065 6.5154290 943.4354
#> 560 1.6456220 7.0724850 930.8787
#> 561 1.8025830 7.0284640 955.2166
#> 562 1.9256350 7.7397800 973.8884
#> 563 1.8734800 7.5125180 975.5322
#> 564 1.7108950 7.1248390 919.2964
#> 565 1.6787615 6.3951815 975.4916
#> 566 1.3152080 5.8529795 1029.7105
#> 567 1.1420775 5.0489305 978.2559
#> 568 1.1768970 4.7625550 967.8844
#> 569 1.2297285 5.2120145 965.0099
#> 570 1.2202780 5.4544015 1003.9695
#> 571 1.4015175 5.8643550 992.4829
#> 572 1.5451050 6.8678510 925.5173
#> 573 1.7505135 7.5277675 976.6175
#> 574 1.7780520 7.8609820 931.7491
#> 575 1.8687755 7.9513620 941.5969
#> 576 1.6304730 7.0417170 966.8559
#> 577 1.7022470 7.1231395 996.4683
#> 578 1.5030330 5.9386095 1020.0237
#> 579 1.3353300 5.4894770 921.3250
#> 580 1.2385710 4.9005725 980.5178
#> 581 1.2655590 5.2629610 915.9360
#> 582 1.2055455 5.0701430 1000.3228
#> 583 1.4034650 5.9004905 980.2755
#> 584 1.5783260 6.1884265 1011.2349
#> 585 1.6914685 6.9811580 966.0695
#> 586 1.8320355 7.4512330 992.4124
#> 587 2.1191610 8.0203725 986.4521
#> 588 2.4090445 9.2896395 957.2640
#> 589 2.1127105 8.8784420 951.0077
#> 590 1.9358925 7.5565630 950.0013
#> 591 1.6992930 6.4967775 948.4990
#> 592 1.4572835 6.1275200 994.9916
#> 593 1.3477810 5.5022260 987.8820
#> 594 0.9704870 4.4212390 976.9289
#> 595 0.9103965 4.1335635 980.1738
#> 596 1.1319450 4.8177465 1012.7845
#> 597 1.3577245 5.5024865 1041.4914
#> 598 1.4037520 6.0590440 1008.1504
#> 599 1.7203400 7.0638895 957.3703
#> 600 2.2121095 8.9760335 991.9941
#> 601 2.6190900 11.1242895 966.8000
#> 602 2.9826375 11.5132090 970.2313
#> 603 2.8429750 11.7202800 997.0061
#> 604 2.9394615 11.9717320 1015.2840
#> 605 2.9155325 11.3989040 1016.9796
#> 606 2.8559540 11.8045260 1045.6563
#> 607 2.5529875 11.4210375 976.5177
#> 608 2.4050420 10.6884390 975.4462
#> 609 2.0167335 8.3011865 937.6311
#> 610 1.7666585 7.0180170 963.1463
#> 611 1.6238465 6.8088440 990.0100
#> 612 1.4951125 6.2839350 1031.8659
#> 613 1.4238305 5.9798165 1045.9213
#> 614 1.4647845 6.3390275 1001.1267
#> 615 1.6719945 6.8066880 956.0668
#> 616 1.9211775 8.7405810 968.8378
#> 617 2.2494400 8.5661285 951.7943
#> 618 2.2792165 9.6386730 1007.8403
#> 619 2.1691445 8.9809340 978.1835
#> 620 1.8670055 8.1390480 942.0231
#> 621 1.6458600 7.2387580 996.9438
#> 622 1.4769330 6.4879290 1043.8955
#> 623 1.2656115 5.1597075 1029.2339
#> 624 0.9317070 4.0492625 967.1419
#> 625 0.8447620 3.6714225 914.9013
#> 626 0.8854115 3.7508845 911.9420
#> 627 0.9480695 3.8121670 1022.8429
#> 628 1.0873230 4.6215940 988.1180
#> 629 1.2778455 5.1024180 961.7054
#> 630 1.4476375 5.6606825 982.7419
#> 631 1.6681680 6.4291945 1020.2522
#> 632 1.8189960 7.5389915 1031.0719
#> 633 1.9551320 7.9668255 996.8672
#> 634 2.0982910 8.8885590 992.5393
#> 635 2.4409950 10.1512200 1001.5521
#> 636 2.3274160 9.9386850 959.5657
#> 637 2.3769045 9.3805960 1038.1066
#> 638 2.2427920 9.4831890 1015.4869
#> 639 2.0585470 8.8730350 1005.3012
#> 640 1.7655055 8.4857950 937.2316
#> 641 1.7894525 6.9656570 1062.6898
#> 642 1.6894125 7.3366660 992.9682
#> 643 1.4724050 6.0130695 1017.2890
#> 644 1.4572980 6.0333495 962.9151
#> 645 1.6370045 6.7119360 1013.3618
#> 646 1.7330170 7.5037985 972.7936
#> 647 1.8673905 8.0266710 971.3171
#> 648 1.9130755 8.3495725 955.1388
#> 649 1.8928055 7.4697060 950.9342
#> 650 1.5160875 6.6526270 1017.6064
#> 651 1.4710335 6.2078545 941.2425
#> 652 1.4865295 6.1582915 963.8052
#> 653 1.5509575 6.3818065 953.6249
#> 654 1.5981620 5.9809105 976.8359
#> 655 1.6565055 6.5504040 990.8850
#> 656 1.8325620 7.2821190 1040.2520
#> 657 1.9713525 8.3841885 1000.6088
#> 658 2.0628535 8.7281055 1006.6717
#> 659 2.0491030 9.2545895 1047.2346
#> 660 2.1256675 8.8571670 950.4989
#> 661 2.3845165 9.2806560 999.9808
#> 662 2.4046775 9.8438710 1034.7699
#> 663 2.2093750 9.6725980 975.8122
#> 664 2.2881410 8.5445765 985.1397
#> 665 2.2449330 10.0055180 1042.8322
#> 666 2.5839040 10.6040810 982.5521
#> 667 2.4878335 11.3953600 974.4825
#> 668 2.6676165 11.0429575 1035.3352
#> 669 2.5434670 10.7061685 1046.8390
#> 670 2.2820900 9.3869745 1063.3437
#> 671 2.2767795 9.2160630 959.9102
#> 672 2.2294455 8.5124190 959.7479
#> 673 1.9840890 8.8097345 944.4575
#> 674 2.0383345 8.4554880 1001.6009
#> 675 1.8885325 7.8763045 967.3327
#> 676 1.8981350 7.7115625 909.5582
#> 677 1.7792255 8.1361430 976.5932
#> 678 1.9200465 8.1891160 1003.7696
#> 679 1.9007650 7.6617105 966.4819
#> 680 1.8469640 8.4494000 953.4231
#> 681 1.9747855 8.4504765 945.3765
#> 682 2.0533545 8.1604915 1000.6233
#> 683 1.8949575 7.9686155 992.4165
#> 684 1.9514650 7.9119255 942.7195
#> 685 1.9478230 8.1831805 978.6104
#> 686 1.9944780 7.7076245 1012.8500
#> 687 1.9214985 7.9622145 983.9856
#> 688 1.9076125 8.2480680 967.8586
#> 689 1.9892620 8.1431960 943.6845
#> 690 1.9292650 8.1278160 1002.9777
#> 691 2.1432825 8.9224855 1029.4097
#> 692 2.1927610 8.6629305 993.0273
#> 693 2.2151845 8.8788435 958.4350
#> 694 2.1417810 9.0101750 961.7300
#> 695 2.1396995 8.7602270 1022.9460
#> 696 2.1960700 9.3686010 951.2384
#> 697 1.9996815 8.7023590 1005.8115
#> 698 2.1299185 8.2082330 945.1148
#> 699 2.2677290 8.8934755 945.0829
#> 700 2.2875640 9.3820250 1019.4730
#> 701 2.3200170 9.8163330 1036.2649
#> 702 2.5077005 10.6651315 991.9003
#> 703 2.6436505 9.9825930 999.0846
#> 704 2.4343620 10.7117470 990.1223
#> 705 2.6130510 10.1322650 1003.6004
#> 706 2.4221105 10.5942650 951.1014
#> 707 2.3943755 10.4679450 1034.6793
#> 708 2.3293585 9.6532370 1034.6018
#> 709 2.3387885 9.8768555 1015.4594
#> 710 2.4431320 10.2557055 940.1166
#> 711 2.4912125 10.4339500 979.4532
#> 712 2.4899800 10.0501635 990.6076
#> 713 2.5753620 10.4091865 1019.6980
#> 714 2.5998920 11.3627220 969.6721
#> 715 2.4502725 10.8105175 936.7818
#> 716 2.4711725 10.2038890 1014.5624
#> 717 2.1815785 9.0755475 976.4981
#> Temperature Room Relative Humidity Room
#> 1 21.34107 45.50309
#> 2 19.65274 41.97031
#> 3 20.55222 42.73235
#> 4 19.94830 41.18550
#> 5 20.19494 45.99035
#> 6 19.56355 42.95040
#> 7 19.47035 39.67360
#> 8 20.76436 43.41163
#> 9 18.99386 44.25588
#> 10 19.21783 42.39996
#> 11 19.72382 44.75297
#> 12 20.10610 44.81032
#> 13 22.16953 43.43010
#> 14 20.58561 44.31275
#> 15 20.69239 42.22070
#> 16 20.48731 43.57478
#> 17 20.77055 43.84804
#> 18 21.34746 43.71244
#> 19 21.38877 44.04094
#> 20 19.92290 44.46558
#> 21 20.75159 41.20036
#> 22 20.25605 45.65753
#> 23 19.46098 47.24035
#> 24 21.17371 46.80519
#> 25 21.96958 46.58232
#> 26 20.96774 47.84401
#> 27 20.14544 47.79910
#> 28 20.02128 45.66857
#> 29 20.05893 48.44873
#> 30 21.01384 45.08577
#> 31 21.70580 47.42261
#> 32 19.74482 49.19489
#> 33 19.92229 50.73043
#> 34 20.83671 52.19504
#> 35 21.32900 51.59530
#> 36 21.83531 49.09243
#> 37 19.86518 47.01071
#> 38 21.34070 46.55709
#> 39 19.74912 51.44252
#> 40 19.86736 51.57866
#> 41 19.36878 53.57954
#> 42 21.95588 53.77341
#> 43 19.92377 52.69102
#> 44 21.45344 51.47081
#> 45 20.73020 52.12988
#> 46 20.35075 53.80546
#> 47 21.18382 54.87567
#> 48 20.14837 53.99634
#> 49 20.94714 55.32741
#> 50 20.14755 54.77719
#> 51 20.68259 55.30488
#> 52 19.97474 55.65175
#> 53 19.53112 57.12392
#> 54 21.04308 57.58902
#> 55 20.88785 57.14730
#> 56 20.01659 56.96648
#> 57 21.76844 57.76400
#> 58 19.19445 58.33138
#> 59 21.04110 60.98848
#> 60 20.40959 56.27932
#> 61 21.27788 61.51039
#> 62 19.61714 55.70759
#> 63 19.32554 59.94806
#> 64 22.34817 64.66495
#> 65 20.01320 60.28382
#> 66 20.99671 61.00263
#> 67 22.02121 62.14484
#> 68 21.26436 59.27016
#> 69 20.89396 62.05613
#> 70 20.77069 61.62678
#> 71 20.51798 59.45543
#> 72 20.72280 66.02242
#> 73 20.49317 64.91870
#> 74 21.06281 59.77529
#> 75 21.28268 55.43002
#> 76 21.38130 57.49363
#> 77 19.89544 60.97693
#> 78 19.96962 58.88517
#> 79 20.28838 60.99871
#> 80 21.55933 60.46775
#> 81 20.24823 63.91155
#> 82 20.40337 58.62931
#> 83 20.55284 59.21804
#> 84 19.96445 64.21216
#> 85 20.26130 62.97458
#> 86 21.65063 64.33474
#> 87 20.82635 66.90326
#> 88 21.57441 63.28198
#> 89 18.99709 64.78758
#> 90 19.28939 59.22623
#> 91 20.95324 60.94245
#> 92 21.03022 58.51915
#> 93 22.02520 60.85525
#> 94 20.04839 62.87970
#> 95 20.25070 61.30824
#> 96 21.27438 62.85765
#> 97 20.42314 64.41399
#> 98 22.41799 63.89505
#> 99 20.38225 64.62827
#> 100 21.40665 61.23716
#> 101 21.02068 58.75118
#> 102 20.32577 63.74649
#> 103 21.81434 55.48660
#> 104 21.63334 63.19531
#> 105 20.68348 59.97774
#> 106 22.11930 60.68325
#> 107 21.31945 60.59579
#> 108 20.12816 63.62440
#> 109 21.61637 62.39644
#> 110 21.30987 59.75191
#> 111 21.27897 58.69402
#> 112 21.01960 58.43491
#> 113 22.19791 61.11812
#> 114 21.16840 59.91535
#> 115 20.12864 61.78399
#> 116 22.12562 56.68683
#> 117 21.99499 61.08382
#> 118 21.09649 53.91599
#> 119 21.11357 58.06923
#> 120 20.84947 55.82435
#> 121 20.14401 52.56140
#> 122 20.44125 57.48102
#> 123 21.88223 58.85712
#> 124 21.18783 55.23950
#> 125 21.20982 59.55328
#> 126 21.60929 58.06219
#> 127 21.13073 58.47263
#> 128 20.92794 55.90363
#> 129 20.19936 56.95721
#> 130 20.83135 58.61228
#> 131 22.66907 58.04917
#> 132 20.38836 57.76425
#> 133 21.25177 53.81567
#> 134 20.49462 57.51982
#> 135 19.74062 55.40741
#> 136 20.09947 57.78737
#> 137 21.20216 55.64124
#> 138 21.90277 55.90916
#> 139 21.72789 57.66874
#> 140 21.95978 53.06563
#> 141 21.36767 58.81251
#> 142 20.09607 58.86817
#> 143 20.54332 58.14563
#> 144 21.62043 55.08571
#> 145 21.67211 55.22760
#> 146 20.44742 59.18338
#> 147 19.95048 55.34519
#> 148 21.38699 58.30215
#> 149 21.63814 56.93813
#> 150 20.78560 59.86415
#> 151 21.41426 56.76264
#> 152 22.90037 56.62448
#> 153 19.78971 57.30338
#> 154 20.89081 57.00748
#> 155 19.30133 56.58567
#> 156 20.56443 56.94899
#> 157 21.57747 55.22555
#> 158 20.70755 53.74949
#> 159 22.75938 53.57392
#> 160 21.69537 58.09985
#> 161 20.76769 55.91425
#> 162 21.38685 57.29114
#> 163 21.85857 56.67087
#> 164 21.19902 55.07327
#> 165 21.83350 56.88612
#> 166 22.52602 56.20124
#> 167 21.72699 59.52680
#> 168 21.05441 53.58760
#> 169 21.13084 54.92826
#> 170 21.83159 59.90611
#> 171 21.47645 58.16158
#> 172 21.14565 58.21786
#> 173 21.51677 56.29579
#> 174 19.54219 57.94363
#> 175 21.50078 54.78930
#> 176 19.59937 53.41742
#> 177 21.52932 62.07737
#> 178 21.53651 57.01894
#> 179 19.66333 60.67585
#> 180 21.23364 53.72637
#> 181 20.01887 57.64054
#> 182 21.34071 57.45002
#> 183 20.38987 56.06353
#> 184 20.84708 57.50643
#> 185 20.96136 59.97387
#> 186 21.50704 56.95395
#> 187 20.30602 52.06656
#> 188 22.17843 60.88232
#> 189 20.16929 58.90533
#> 190 22.25746 60.58012
#> 191 19.87033 58.03095
#> 192 20.11202 58.26746
#> 193 20.51570 55.81216
#> 194 21.55061 58.28200
#> 195 20.59949 61.29368
#> 196 21.75212 57.25028
#> 197 21.62035 56.85372
#> 198 20.38331 58.47538
#> 199 21.83275 59.54291
#> 200 20.85141 57.90012
#> 201 20.69240 56.19417
#> 202 20.36373 61.41230
#> 203 21.35014 60.18062
#> 204 21.16365 56.84188
#> 205 20.73850 59.11978
#> 206 21.57201 57.45966
#> 207 20.96753 57.75277
#> 208 21.18540 58.90626
#> 209 20.24368 62.34276
#> 210 20.54345 60.32435
#> 211 20.29875 59.57464
#> 212 20.92929 59.35978
#> 213 20.96409 59.58917
#> 214 20.92437 59.77347
#> 215 21.01514 58.38796
#> 216 21.85512 56.75412
#> 217 20.21034 58.82847
#> 218 20.19851 56.11674
#> 219 21.74719 54.91878
#> 220 20.08955 55.76222
#> 221 21.41289 57.95818
#> 222 22.51319 56.55658
#> 223 19.74777 57.84623
#> 224 21.06337 60.04613
#> 225 21.22596 58.41500
#> 226 19.71994 58.31681
#> 227 21.51729 57.06941
#> 228 21.81911 58.13512
#> 229 21.23575 60.75841
#> 230 21.02732 57.96055
#> 231 20.96633 57.67227
#> 232 21.14082 61.56146
#> 233 19.91462 58.28580
#> 234 20.54561 60.83174
#> 235 21.57760 59.54549
#> 236 21.37539 61.01132
#> 237 22.11793 57.02038
#> 238 20.46471 62.34679
#> 239 22.30029 61.09425
#> 240 21.03693 56.43272
#> 241 21.14554 55.92488
#> 242 20.23790 59.50590
#> 243 20.67292 58.62367
#> 244 21.04608 56.56764
#> 245 20.85666 56.31707
#> 246 20.62850 56.50499
#> 247 21.44506 63.02410
#> 248 19.69524 61.21902
#> 249 20.81847 57.57495
#> 250 21.53169 54.67267
#> 251 21.01974 54.18550
#> 252 21.17557 55.99545
#> 253 20.91228 57.68077
#> 254 19.97626 61.00432
#> 255 21.40627 58.16323
#> 256 21.73206 57.42892
#> 257 21.20763 58.11749
#> 258 19.71533 58.16702
#> 259 22.00876 54.45376
#> 260 20.59617 59.87077
#> 261 20.05267 55.65973
#> 262 21.86453 58.65151
#> 263 20.70789 57.89691
#> 264 21.75117 57.78109
#> 265 21.35672 56.12367
#> 266 20.24842 55.22535
#> 267 22.54132 56.73701
#> 268 20.25087 60.30223
#> 269 21.22651 55.55843
#> 270 21.60581 55.49170
#> 271 19.33201 58.61404
#> 272 21.83545 57.66016
#> 273 21.75505 54.11187
#> 274 19.87838 56.42020
#> 275 20.33311 57.37235
#> 276 22.30755 56.19913
#> 277 20.56851 56.01151
#> 278 21.31259 54.21727
#> 279 21.48271 57.78198
#> 280 20.90301 55.73877
#> 281 20.52788 56.56657
#> 282 21.23411 54.26554
#> 283 19.92906 55.50810
#> 284 21.34733 55.28680
#> 285 20.81829 56.64879
#> 286 21.65772 59.55242
#> 287 20.90329 56.53260
#> 288 20.31960 56.49287
#> 289 20.99112 60.11360
#> 290 21.64241 55.91447
#> 291 21.49452 58.25441
#> 292 21.65647 58.32823
#> 293 21.41757 56.46609
#> 294 20.05442 58.93876
#> 295 20.65067 57.76011
#> 296 20.19742 57.28045
#> 297 21.36000 57.03631
#> 298 21.01452 52.91479
#> 299 20.25063 56.79339
#> 300 20.89450 57.83903
#> 301 20.31264 58.52829
#> 302 20.93792 58.42206
#> 303 21.79339 57.88777
#> 304 21.21054 59.72077
#> 305 20.44862 56.53034
#> 306 19.84854 57.60108
#> 307 21.09924 56.56753
#> 308 21.03497 55.90479
#> 309 21.99821 58.98844
#> 310 20.98716 59.81142
#> 311 20.76285 58.88766
#> 312 20.92420 57.30042
#> 313 20.61842 55.61174
#> 314 20.72769 58.85589
#> 315 22.48485 57.52372
#> 316 21.03457 55.96972
#> 317 20.54485 59.27992
#> 318 21.72718 57.66105
#> 319 22.30343 56.30300
#> 320 20.18515 58.10072
#> 321 19.72108 61.90118
#> 322 20.20118 58.81759
#> 323 20.07276 58.18633
#> 324 19.37446 54.91566
#> 325 21.10615 55.79028
#> 326 21.34628 57.75819
#> 327 21.29773 55.47102
#> 328 21.59378 57.42021
#> 329 20.20675 58.20454
#> 330 21.42290 58.96579
#> 331 21.24488 55.61118
#> 332 20.83897 55.96634
#> 333 21.94247 56.12272
#> 334 21.54353 61.65640
#> 335 20.61624 56.27111
#> 336 20.14931 56.06913
#> 337 21.46749 53.88048
#> 338 21.33372 55.00981
#> 339 22.09546 56.81522
#> 340 20.47878 56.51506
#> 341 20.68503 59.57723
#> 342 20.71360 56.95882
#> 343 21.05692 57.71084
#> 344 20.10484 62.79716
#> 345 21.24916 56.10481
#> 346 21.15683 60.63431
#> 347 22.08452 59.10075
#> 348 22.00287 56.58475
#> 349 20.64304 58.48218
#> 350 20.76268 55.59325
#> 351 20.28176 54.49436
#> 352 21.75743 60.18281
#> 353 20.71879 61.49424
#> 354 20.99603 60.26465
#> 355 21.28142 58.62812
#> 356 20.86168 57.30926
#> 357 21.03691 56.83787
#> 358 21.07552 57.76761
#> 359 20.93148 55.91526
#> 360 21.33396 56.66985
#> 361 20.57114 56.57712
#> 362 21.00159 57.70518
#> 363 20.88852 58.78201
#> 364 20.79658 56.38078
#> 365 19.56130 60.68192
#> 366 20.77291 58.31953
#> 367 21.51179 58.40839
#> 368 20.64010 59.16165
#> 369 21.07892 55.48972
#> 370 21.55534 55.35580
#> 371 22.55784 61.39334
#> 372 21.64348 58.45470
#> 373 21.11022 60.06165
#> 374 20.71448 53.55922
#> 375 22.56130 57.39875
#> 376 21.33158 56.83980
#> 377 21.98024 55.03900
#> 378 21.73539 59.46938
#> 379 22.86790 55.75194
#> 380 20.67172 59.24233
#> 381 20.63029 61.00805
#> 382 21.30823 58.92061
#> 383 22.24856 55.74170
#> 384 22.42029 58.58761
#> 385 20.93995 57.62795
#> 386 20.90575 57.34688
#> 387 20.23328 59.14773
#> 388 22.34657 55.04726
#> 389 21.15666 57.63884
#> 390 21.55677 60.89922
#> 391 20.78702 58.60670
#> 392 21.14173 60.24315
#> 393 20.82627 57.03372
#> 394 21.81528 56.27429
#> 395 21.06678 57.96280
#> 396 22.68071 57.96682
#> 397 20.64393 60.40127
#> 398 20.88814 57.26865
#> 399 20.38999 58.58077
#> 400 21.34814 57.65807
#> 401 20.50842 57.38619
#> 402 22.17463 57.63917
#> 403 21.36203 59.17610
#> 404 20.88674 55.04551
#> 405 20.85094 56.16300
#> 406 20.57323 59.46512
#> 407 21.85245 56.01784
#> 408 22.01986 55.70914
#> 409 20.39376 59.52790
#> 410 21.06625 56.48564
#> 411 20.50414 54.83906
#> 412 21.65232 58.14134
#> 413 20.42999 57.72534
#> 414 21.59295 58.02326
#> 415 21.17238 58.73903
#> 416 21.45034 57.10283
#> 417 19.78960 56.91852
#> 418 21.48596 57.03965
#> 419 22.21477 54.62692
#> 420 20.82551 61.48169
#> 421 20.27933 58.61515
#> 422 21.65297 58.23521
#> 423 20.18624 60.33212
#> 424 21.13802 56.90993
#> 425 20.77271 56.14054
#> 426 20.60376 58.35860
#> 427 20.98830 57.85492
#> 428 21.44796 58.34507
#> 429 21.96520 57.53467
#> 430 21.76504 57.03304
#> 431 21.61148 59.10697
#> 432 20.89810 57.79946
#> 433 20.19825 56.46983
#> 434 19.80175 55.06808
#> 435 20.71659 57.52644
#> 436 19.75939 59.10596
#> 437 20.01763 56.01371
#> 438 21.37710 57.35861
#> 439 19.89774 57.31324
#> 440 20.72535 56.39304
#> 441 20.44894 54.53353
#> 442 20.52361 55.20626
#> 443 20.80025 54.20116
#> 444 22.93576 56.41663
#> 445 21.62040 59.06214
#> 446 20.44533 58.84837
#> 447 20.43089 60.08491
#> 448 21.46965 54.67600
#> 449 22.03977 55.84972
#> 450 19.96286 54.41663
#> 451 21.76059 56.02579
#> 452 21.26422 54.78626
#> 453 20.46427 57.46087
#> 454 21.65135 53.50280
#> 455 21.19422 56.22497
#> 456 20.49969 56.81005
#> 457 21.05852 56.41208
#> 458 21.86404 54.99736
#> 459 20.62595 60.92984
#> 460 19.94165 58.33321
#> 461 20.32985 56.80229
#> 462 20.83068 57.23062
#> 463 21.30351 54.34869
#> 464 20.76883 59.09083
#> 465 21.65737 58.83768
#> 466 21.14110 57.96783
#> 467 19.71096 57.36197
#> 468 21.12952 57.10748
#> 469 21.06865 56.12679
#> 470 20.90477 57.63289
#> 471 20.05000 57.98002
#> 472 21.26938 56.61524
#> 473 19.48066 58.89628
#> 474 19.91335 59.84884
#> 475 20.68917 57.27358
#> 476 20.91551 56.40609
#> 477 21.49154 55.44146
#> 478 20.23114 57.22644
#> 479 20.26639 54.40021
#> 480 19.49940 54.57137
#> 481 20.18552 55.45764
#> 482 21.37500 60.22300
#> 483 22.29300 58.72296
#> 484 21.76065 55.90550
#> 485 21.26369 60.66230
#> 486 21.74194 54.31464
#> 487 20.92394 58.39171
#> 488 19.99999 58.31726
#> 489 21.10095 54.02658
#> 490 21.44665 56.44689
#> 491 20.96657 59.65903
#> 492 19.52262 56.19415
#> 493 20.50470 57.28994
#> 494 20.55889 54.88361
#> 495 20.35291 58.14056
#> 496 20.93803 58.21417
#> 497 22.15162 55.54433
#> 498 20.90007 56.95372
#> 499 20.19685 57.06557
#> 500 19.76754 57.91985
#> 501 21.01333 60.54501
#> 502 21.32890 60.63816
#> 503 20.52279 59.39053
#> 504 20.68208 59.32337
#> 505 21.11739 58.07532
#> 506 21.89819 57.78855
#> 507 21.17012 54.15616
#> 508 21.87957 53.91962
#> 509 21.68437 60.15670
#> 510 20.36708 61.43127
#> 511 20.36627 58.51127
#> 512 21.26265 60.40290
#> 513 21.14141 56.68577
#> 514 21.50641 56.96897
#> 515 20.57689 57.53294
#> 516 21.23226 58.57205
#> 517 20.71746 57.88515
#> 518 21.24119 58.52889
#> 519 19.32738 60.86579
#> 520 21.55214 58.94942
#> 521 19.83839 56.97338
#> 522 21.69647 53.22411
#> 523 21.41986 60.52012
#> 524 21.41194 55.96240
#> 525 20.33162 57.07698
#> 526 21.46255 58.31905
#> 527 22.01282 60.77103
#> 528 21.32463 60.38167
#> 529 21.24724 55.57418
#> 530 20.07651 57.14826
#> 531 21.59304 58.59996
#> 532 21.17774 53.33446
#> 533 21.23204 57.25799
#> 534 20.93545 59.80417
#> 535 21.83928 58.05776
#> 536 20.89873 57.95236
#> 537 20.30647 60.39839
#> 538 21.69470 55.67683
#> 539 20.92321 58.03807
#> 540 20.88133 58.16788
#> 541 21.87365 58.77916
#> 542 20.74778 59.00979
#> 543 21.65097 59.80778
#> 544 21.23427 56.57238
#> 545 21.04936 59.90525
#> 546 20.71092 55.94354
#> 547 20.46007 58.59649
#> 548 21.43306 55.98030
#> 549 19.34519 55.32064
#> 550 20.67469 57.61737
#> 551 21.37825 56.34405
#> 552 21.74283 59.42125
#> 553 22.57259 54.18827
#> 554 23.53479 52.37389
#> 555 22.71728 53.25047
#> 556 23.76122 55.51611
#> 557 24.94000 53.14013
#> 558 22.93869 51.17996
#> 559 23.02871 56.24334
#> 560 23.38917 60.29532
#> 561 22.22114 57.50291
#> 562 23.00270 59.38400
#> 563 21.98431 60.16949
#> 564 23.34201 58.60146
#> 565 22.90400 62.13692
#> 566 23.48294 54.85851
#> 567 24.43191 56.42182
#> 568 22.95028 60.92856
#> 569 23.03008 58.73962
#> 570 25.07408 58.02843
#> 571 24.14455 59.50448
#> 572 22.87645 62.00385
#> 573 23.80474 59.00972
#> 574 24.01514 61.62441
#> 575 23.12925 57.61002
#> 576 24.23179 60.49675
#> 577 22.90577 62.94044
#> 578 25.40380 57.07270
#> 579 24.97781 56.95634
#> 580 25.18406 56.39580
#> 581 24.52241 54.33419
#> 582 25.25532 58.05383
#> 583 24.08202 55.56106
#> 584 24.90338 58.37281
#> 585 22.71567 55.66348
#> 586 24.12701 58.69550
#> 587 25.36374 53.03423
#> 588 24.94836 58.99821
#> 589 23.37703 54.55113
#> 590 25.23773 55.30435
#> 591 24.96778 54.48325
#> 592 23.43457 56.23534
#> 593 23.74419 57.94588
#> 594 25.76058 57.07281
#> 595 23.65462 52.03838
#> 596 25.18704 53.12382
#> 597 23.27843 55.73586
#> 598 25.49160 54.00365
#> 599 25.89156 58.27970
#> 600 25.58233 54.34915
#> 601 23.10788 54.33908
#> 602 26.12488 54.44567
#> 603 25.39227 51.68076
#> 604 24.59337 51.79360
#> 605 24.71554 53.14114
#> 606 24.46200 53.47348
#> 607 23.27682 52.78682
#> 608 24.98807 54.41571
#> 609 23.75008 55.67828
#> 610 24.44049 54.27986
#> 611 23.93067 52.96215
#> 612 24.94295 55.69736
#> 613 24.79788 54.08827
#> 614 25.14497 50.77009
#> 615 23.70414 55.44964
#> 616 24.94106 50.13625
#> 617 24.42853 52.82211
#> 618 22.74378 52.08283
#> 619 22.86383 54.66779
#> 620 24.12165 57.81821
#> 621 25.12361 56.43600
#> 622 22.32107 68.16467
#> 623 23.38430 63.50664
#> 624 25.01393 64.31858
#> 625 24.93151 72.25106
#> 626 22.66357 68.68298
#> 627 23.81383 70.87815
#> 628 25.73254 66.77967
#> 629 25.79006 67.91153
#> 630 22.86245 64.73077
#> 631 23.63391 63.83511
#> 632 22.41644 68.83066
#> 633 23.18297 64.67308
#> 634 23.44772 64.63461
#> 635 22.78380 65.95506
#> 636 24.85954 61.87294
#> 637 23.98371 65.84518
#> 638 25.51787 59.23574
#> 639 22.04478 59.69145
#> 640 23.72276 60.04730
#> 641 25.07789 62.01370
#> 642 23.92971 60.51884
#> 643 22.94757 56.57279
#> 644 23.92717 58.34910
#> 645 25.03139 57.86277
#> 646 24.49150 61.60493
#> 647 24.69692 55.53087
#> 648 23.02995 58.27030
#> 649 27.40270 55.19787
#> 650 26.18391 54.34188
#> 651 25.03020 53.84300
#> 652 24.75821 53.43988
#> 653 23.08426 59.24313
#> 654 23.91061 55.05197
#> 655 23.04905 53.73355
#> 656 23.36106 56.73929
#> 657 22.94711 52.25321
#> 658 24.98189 57.40765
#> 659 24.19111 51.58202
#> 660 24.61276 57.45315
#> 661 23.44245 53.54203
#> 662 23.81889 54.62268
#> 663 25.39225 55.49971
#> 664 24.42907 52.02154
#> 665 24.94587 53.42480
#> 666 22.94540 56.44107
#> 667 24.44263 56.99104
#> 668 24.48581 57.00111
#> 669 23.10691 57.74060
#> 670 24.56960 57.54728
#> 671 21.67290 58.67549
#> 672 23.57278 61.74092
#> 673 24.40034 56.58425
#> 674 22.93028 56.57762
#> 675 23.59948 54.64236
#> 676 24.03810 57.57520
#> 677 25.77282 56.65646
#> 678 25.33296 52.82706
#> 679 25.21138 55.51109
#> 680 24.59174 54.50982
#> 681 23.49397 61.34189
#> 682 24.68329 57.40583
#> 683 23.14983 57.19382
#> 684 23.40586 54.15780
#> 685 24.20742 57.36652
#> 686 24.26268 56.27784
#> 687 23.15493 53.49435
#> 688 24.14721 55.14942
#> 689 24.53404 58.09067
#> 690 23.01742 55.49013
#> 691 22.95258 57.91503
#> 692 22.80658 57.35290
#> 693 24.47515 54.64615
#> 694 23.79461 57.06549
#> 695 22.87165 56.02270
#> 696 23.95449 58.69915
#> 697 24.23068 56.09064
#> 698 22.48325 55.07847
#> 699 26.10186 57.38009
#> 700 25.60704 52.64282
#> 701 24.52519 55.07280
#> 702 23.20134 52.85738
#> 703 23.53467 56.07377
#> 704 24.23750 54.76260
#> 705 24.66246 57.92042
#> 706 23.42869 52.38262
#> 707 24.16233 55.16970
#> 708 24.11402 56.49384
#> 709 23.81674 53.76189
#> 710 23.35569 57.32880
#> 711 23.49071 54.50170
#> 712 24.09351 53.73946
#> 713 22.82921 51.00461
#> 714 24.88799 51.75672
#> 715 24.02139 54.96556
#> 716 23.42985 57.99468
#> 717 24.21908 56.49507
```- Read each row and compare if it contains a keyword that responds to
one of the predefined keywords. If yes change the label for that time
and all following times until the next match. If you do not specify the
keywords_dictparameter it will use a default dictionary of keywords and protocol values:
keywords_dict <- list(
sleeping = list(keywords = list(c("seng", "sleeping", "bed", "sove", "soeve", "godnat", "night", "sleep")), value = 1),
eating = list(keywords = list(c("start", "begin", "began"), c("maaltid", "eat", "meal", "food", "spis", "maal", "mad", "frokost", "morgenmad", "middag", "snack", "aftensmad")), value = 2),
stop_sleeping = list(keywords = list(c("vaagen", "vaekke", "wake", "woken", "vaagnet")), value = 0),
stop_anything = list(keywords = list(c("faerdig", "stop", "end ", "finished", "slut")), value = 0),
activity = list(keywords = list(c("start", "begin", "began"), c("step", "exercise", "physical activity", "active", "motion", "aktiv")), value = 3),
ree_start = list(keywords = list(c("start", "begin", "began"), c("REE", "BEE", "BMR", "RMR", "RER")), value = 4)
)If there are to lists e.g. for sleeping, at least one
word of each list need to be present for it to be classified as
sleeping. The value at the end of the list is the value used int he
protocol column in the created dataframe.
- Check wether there is a timestamp within the comment. If yes, the time drift is added (if available) and the time in the comment is used instead of the one made in the note file.
Batch Processing
Next lets look at processing multiple files together. You might have all of your wric_data files in one folder and want to process them at the same time. This is an example of just that.
# Specify the folder with the wric_data
data_folder <- "./example_data/my_project"
# Find all files in the folder that start with "Results_"
data_files <- list.files(data_folder, pattern = "^Results_", full.names = TRUE)
# Iterate over all files, call the function and save the csv-files in the same folder
for (data_file in data_files) {
preprocess_wric_file(data_file, path_to_save = data_folder, code = "id+comment")
}When you also want to process note files with it, the code becomes a little bit more complex, since you want to make sure that the correct files are processed together. You can do this based on the shared date in the filename, or a more labour intensive, but maybe easier option is to create a list of filename pairs. Below you can see both options:
Option 1 - Pairs based on shared dates
data_folder <- "./example_data/my_project"
data_files <- list.files(data_folder, pattern = "^Results_.*_(\\d{12})\\.txt$",
full.names = TRUE)
note_files <- list.files(data_folder, pattern = "^note_(\\d{12})\\.txt$",
full.names = TRUE)
# Create a lookup table by extracting the 12-digit date from the filenames
note_lookup <- setNames(note_files, sub("^(note_)(\\d{12})\\.txt$", "\\2",
basename(note_files)))
# Loop through the data files and match the date with the note_lookup
for (data_file in data_files) {
date <- sub(".*_(\\d{12})\\.txt$", "\\1", basename(data_file))
print(date)
if (date %in% names(note_lookup)) {
preprocess_wric_file(data_file, notefilepath = note_lookup[date],
path_to_save = data_folder, code = "id+comment")
message("Processed: ", data_file)
}
}Option 2 - Based on File-Pairs
# Manually specify the pairs of data files and note files (these are made up examples)
filename_pairs <- list(
list(
data_file = "./example_data/my_project/Results_1m_0101_202501130800.txt",
note_file = "./example_data/my_project/note_202501130800.txt"
),
list(
data_file = "./example_data/my_project/Results_1m_0101_202501190800.txt",
note_file = "./example_data/my_project/note_202501190800.txt"
),
list(
data_file = "./example_data/my_project/Results_1m_0101_202501250800.txt",
note_file = "./example_data/my_project/note_202501250800.txt"
)
)
# Loop through the filename pairs and process them
for (pair in filename_pairs) {
preprocess_wric_file(pair$data_file, notefilepath = pair$note_file,
path_to_save = "./example_data/my_project",
code = "id+comment")
message("Processed: ", pair$data_file, " and ", pair$note_file)
}Your folder structure will look different, so adjust this code to fit your folders and files.
RedCap
You can also use RedCap’s API (Application Programming Interface) to
use files directly from RedCap, and also upload the resulting files. To
loop over record IDs and process all files within a project on RedCap,
use the preprocess_wric_files function. To find out more
about using RedCap, please see the RedCAP vignette.
ATTENTION! During processing, the data-file(s) will be downloaded and afterwards deleted again. If the data is not allowed to be on your personal device at any point, please use this package on a secure server, where you are allowed to (temporarily) store the data.
Working with a subset of the data (specific time)
Often you are interested in a certain time period (e.g. after eating or during exercise) and want to perform some calculations based on those time frames. Let’s look at how we would do that.
- Import the preprocessed data (the csv-file) You can skip this
step, if you already have the data.frame, for example right after
calling
preprocess_wric_files().
result <- preprocess_wric_file(data_txt, notefilepath = note_txt)
#> [1] "Starting time for room 1 is 2023-11-13 21:14:22 and end 2023-11-14 08:47:48 and for room 2 start is 2023-11-13 21:14:22 and end 2023-11-14 08:51:36"
data <- result$dfs$room1
head(data)
#> datetime relative_time VO2 VCO2 RER FiO2
#> 1 2023-11-13 21:16:21 0 686.7342 566.7062 0.8373200 19.49793
#> 2 2023-11-13 21:17:21 1 786.6187 674.9738 0.8434745 21.00086
#> 3 2023-11-13 21:18:21 2 747.9670 642.8713 0.9094570 20.89094
#> 4 2023-11-13 21:19:21 3 638.9924 573.3978 0.8835660 20.31344
#> 5 2023-11-13 21:20:21 4 559.1194 469.9648 0.8630800 19.80281
#> 6 2023-11-13 21:21:21 5 491.8286 402.0223 0.8309455 20.91918
#> FeO2 FiCO2 FeCO2 Flow Activity Monitor
#> 1 20.55501 0.0429490 0.0695075 192.5606 0
#> 2 21.15050 0.0464570 0.0737055 142.5044 0
#> 3 19.31386 0.0449615 0.0701650 129.1857 0
#> 4 20.75081 0.0426345 0.0792335 122.5511 0
#> 5 21.02666 0.0422005 0.0831505 121.0656 0
#> 6 20.23761 0.0438175 0.0920320 118.0396 0
#> Energy Expenditure (kcal/min) Energy Expenditure (kJ/min) Pressure Ambient
#> 1 3.398292 14.83090 968.4605
#> 2 3.927646 16.35775 983.6174
#> 3 3.520535 14.76036 1015.6308
#> 4 3.338119 13.44594 1051.7866
#> 5 2.536662 11.00702 953.7645
#> 6 2.520482 10.16457 1039.1763
#> Temperature Room Relative Humidity Room protocol
#> 1 20.13625 49.16104 0
#> 2 19.97139 45.53661 0
#> 3 21.04801 48.88103 0
#> 4 21.81045 47.30645 0
#> 5 21.66687 48.72191 0
#> 6 19.72161 52.90930 0- Let’s extract the data that we are interested in. Let’s start with the first time our participant is eating (breakfast) including 15min afterwards.
# we take the first (1) instance where the protocol is 2 (eating)
breakfast_index <- which(data$protocol == 2)[1]
print(breakfast_index)
#> [1] 660
# we create a new data.frame where we take the next 14 rows after the start_index
data_breakfast <- data[breakfast_index:(breakfast_index + 14),]
head(data_breakfast) #Let's look at the data to check wether it worked correctly
#> datetime relative_time VO2 VCO2 RER FiO2
#> 660 2023-11-14 08:15:21 659 438.9570 336.0178 0.8495875 20.71893
#> 661 2023-11-14 08:16:21 660 423.7305 349.0721 0.8729545 20.69509
#> 662 2023-11-14 08:17:21 661 384.7079 355.6281 0.7946695 21.55901
#> 663 2023-11-14 08:18:21 662 447.1983 343.7956 0.7349905 20.96908
#> 664 2023-11-14 08:19:21 663 493.7290 390.9706 0.7702605 21.13674
#> 665 2023-11-14 08:20:21 664 481.4468 360.7708 0.7511145 22.01087
#> FeO2 FiCO2 FeCO2 Flow Activity Monitor
#> 660 21.57856 0.0427715 0.2236955 207.2276 0
#> 661 20.98993 0.0423960 0.2352695 205.0808 0
#> 662 20.34209 0.0422240 0.2217930 212.3455 0
#> 663 20.30252 0.0425000 0.2368660 206.3489 0
#> 664 21.29721 0.0455610 0.2304615 214.3270 0
#> 665 21.56059 0.0440990 0.2111330 215.7280 0
#> Energy Expenditure (kcal/min) Energy Expenditure (kJ/min) Pressure Ambient
#> 660 2.191091 8.513696 926.7067
#> 661 2.105973 8.999333 947.2341
#> 662 2.017753 8.595171 955.1968
#> 663 2.103922 9.519194 983.8510
#> 664 2.326944 9.916404 998.7163
#> 665 2.377432 9.216031 940.9400
#> Temperature Room Relative Humidity Room protocol
#> 660 23.52884 55.10264 2
#> 661 22.89557 55.68774 2
#> 662 23.75468 53.90404 2
#> 663 24.03971 55.61062 2
#> 664 23.70781 54.61295 2
#> 665 24.20626 54.59495 2Maybe we want to compare RER after breakfast with RER after dinner. So let’s extract the dinner time. As participants are eating for some time (e.g 15min) there are 15 rows where protocol is 2. So it would not work to just take the second instance, but we need to identify transitions from another number to 2 and then choose the second transition.
# we additionally check wether the row right before (lag) is not 2 and
# then take the second instance (2) to get the dinner time
dinner_index <- which(data$protocol == 2 & dplyr::lag(data$protocol) != 2)[2]
print(dinner_index)
#> [1] 677
data_dinner <- data[dinner_index:(dinner_index + 14),]
head(data_dinner) #Let's look at the data to check wether it worked correctly
#> datetime relative_time VO2 VCO2 RER FiO2
#> 677 2023-11-14 08:32:21 676 470.4032 410.1411 0.8670625 21.02560
#> 678 2023-11-14 08:33:21 677 464.2656 390.6961 0.8612440 20.38388
#> 679 2023-11-14 08:34:21 678 478.8866 415.6236 0.8315335 20.79548
#> 680 2023-11-14 08:35:21 679 467.4953 377.2523 0.8637380 19.38186
#> 681 2023-11-14 08:36:21 680 488.9680 370.7040 0.8032975 20.88611
#> 682 2023-11-14 08:37:21 681 407.8011 362.1847 0.8885175 20.39926
#> FeO2 FiCO2 FeCO2 Flow Activity Monitor
#> 677 20.75450 0.0431695 0.2324720 208.1860 0
#> 678 20.39071 0.0430435 0.2249880 209.9986 0
#> 679 20.57767 0.0433635 0.2309165 221.8539 0
#> 680 22.63466 0.0410800 0.2206655 214.6731 0
#> 681 20.15517 0.0440490 0.2211310 229.4467 0
#> 682 21.78113 0.0443340 0.2205320 217.6599 0
#> Energy Expenditure (kcal/min) Energy Expenditure (kJ/min) Pressure Ambient
#> 677 2.229119 9.823904 970.1071
#> 678 2.320245 9.283989 953.1334
#> 679 2.480080 9.822104 946.6841
#> 680 2.317854 10.043050 972.5077
#> 681 2.078896 9.134871 981.7019
#> 682 1.961078 8.813261 842.7901
#> Temperature Room Relative Humidity Room protocol
#> 677 23.97431 58.87092 2
#> 678 23.43198 55.40150 2
#> 679 24.05051 54.30233 2
#> 680 24.81208 53.54357 2
#> 681 24.07805 53.73802 2
#> 682 23.66624 54.98961 2- Now we can compare the two data.frames. For this example let’s use a paired t-test to check whether there are differences in RER between breakfast and dinner.
t.test(data_breakfast$RER, data_dinner$RER, paired = TRUE)
#>
#> Paired t-test
#>
#> data: data_breakfast$RER and data_dinner$RER
#> t = -2.6074, df = 14, p-value = 0.02068
#> alternative hypothesis: true mean difference is not equal to 0
#> 95 percent confidence interval:
#> -0.10571859 -0.01029087
#> sample estimates:
#> mean difference
#> -0.05800473Please note that this is shortened synthetic example data, so the “dinner” is actually 15min after the “breakfast”. This code is just to demonstrate how to use the package and some helpful analysis code, so you can not draw any conclusion based on this random synthetic data that is completely unphysiological.
Some more helpful functions, you might want to use for/on your sub-dataframes:
-
add_relative_time(dataframe)- Renumbers relative_time column starting from 0. Might be more intuitive for further use. Example:data_dinner <- add_relative_time(data_dinner) -
cut_rows- With this function you can easily create a sub-dataframe (like we did above) based on datetime values (instead of the protocol value). Example:data_dinner <- cut_rows(data, start="2023-11-14 20:04:00", end="2023-11-14 21:04:00")
Of course you can do these analyses batch-wise as well, the same way as above. Here an example:
files <- list.files(folder_path, pattern = "_data\\.csv$", full.names = TRUE)
for (file in files) {
data <- read.csv(file)
breakfast_index <- which(data$protocol == 2)[1]
data_breakfast <- data[breakfast_index:(breakfast_index + 59),]
dinner_index <- which(data$protocol == 2 & dplyr::lag(data$protocol) != 2)[2]
data_dinner <- data[dinner_index:(dinner_index + 59),]
message("T-Test Result for : ", file)
t.test(data_breakfast$RER, data_dinner$RER, paired = TRUE)
}Visualizing
Let’s try to visualize the data highlighted by the protocol.
example_csv <- system.file("extdata", "example.csv", package = "wrictools") # loading example data
visualize_with_protocol(example_csv) 
We can see that it plotted RER (Respiratory Exchange Ratio) over time
and highlighted the protocol. But what if we wanted to plot energy
expenditure instead? To see all parameters we can specify, let’s use
?function_name again.
Your Turn
- Use
?function_nameto find the parameters you can specify. - Try adjusting the protocol_colors_label parameters.
- Run it on the example_csv data.
Here an example for batch processing over multiple files
# Path to the folder containing the files
folder_path <- "example_data/my_project"
# Get all files ending with "_data.csv"
csv_files <- list.files(folder_path, pattern = "_data.csv", full.names = TRUE)
dataframes <- list()
protocol_colors_labels <- data.frame(
protocol = c(0, 1, 2, 3, 4),
color = c("white", "purple", "#4b3302", "#48c5a6", "#d0a4c6"),
label = c("Normal", "Something", "Nothing", "Third Thing", "?")
)
for (file in csv_files) {
visualize_with_protocol(file, plot="Energy Expenditure (kcal/min)",
protocol_colors_labels = protocol_colors_labels,
save_png = TRUE)
}That concludes this tutorial. Now you know all basic functionalities of the package and are ready to use it in your own projects and with real data. Have fun!