FUNPACK overview

FUNPACK is a command-line program which you can use to extract data from UK BioBank (and other tabular) data. You can run FUNPACK by calling the fmrib_unpack command.

You can give FUNPACK one or more input files (e.g. .csv, .tsv), and it will merge them together, perform some preprocessing, and produce a single output file.

A large number of rules are built into FUNPACK which are specific to the UK BioBank data set. But you can control and customise everything that FUNPACK does to your data, including which rows and columns to extract, and which cleaning/processing steps to perform on each column.

Important The examples in this notebook assume that you have installed FUNPACK 3.8.1 or newer.

Note: The fmrib_unpack command was called funpack in older versions of FUNPACK, but was changed to fmrib_unpack in 3.0.0 to avoid a naming conflict with an unrelated software package.

fmrib_unpack -V

funpack 3.8.1

Note: If the above command produces a NameError, you may need to change the Jupyter Notebook kernel type to Bash - you can do so via the Kernel -> Change Kernel menu option.

Contents

1. Overview

2. Examples

3. Import examples

4. Cleaning examples

5. Processing examples

6. Custom cleaning, processing and loading - funpack plugins

7. Miscellaneous topics

Overview

FUNPACK performs the following steps:

1. Import

All data files are loaded in, unwanted columns and subjects are dropped, and the data files are merged into a single table (a.k.a. data frame). Multiple files can be merged according to an index column (e.g. subject ID). Or, if the input files contain the same columns/subjects, they can be naively concatenated along rows or columns.

Note: FUNPACK refers to UK Biobank Data fields as variables. The two terms can be considered equivalent.

2. Cleaning

The following cleaning steps are applied to each column:

1. NA value replacement: Specific values for some columns are replaced with NA, for example, variables where a value of -1 indicates Do not know.

2. Variable-specific cleaning functions: Certain columns are re-formatted; for example, the ICD10 disease codes can be converted to integer representations.

3. Categorical recoding: Certain categorical columns are re-coded.

4. Child value replacement: NA values within some columns which are dependent upon other columns may have values inserted based on the values of their parent columns.

3. Processing

During the processing stage, columns may be removed, merged, or expanded into additional columns. For example, a categorical column may be expanded into a set of binary columns, one for each category.

A column may also be removed on the basis of being too sparse, or being redundant with respect to another column.

4. Export

The processed data can be saved as a .csv, .tsv, or .hdf5 file.

Examples

Throughout these examples, we are going to use a few command line options, which you will probably not normally want to use:

• We will alias fmrib_unpack to funpack, to save a little typing.

• -ow (short for --overwrite): This tells fmrib_unpack not to complain if the output file already exists.

• -nd (short for --no_download): THis tells fmrib_unpack to use built-in copies of the UK BioBank schema files, instead of downloading the latest versions.

• -q (short for --quiet): This tells fmrib_unpack to be quiet. Without the -q option, fmrib_unpack can be quite verbose, which can be annoying, but is very useful when things go wrong. A good strategy is to tell fmrib_unpack to produce verbose output using the --noisy (-n for short) option, and to send all of its output to a log file with the --log_file (or -lf) option. For example:

  fmrib_unpack -n -n -n -lf log.txt out.tsv in.tsv
  

alias funpack="fmrib_unpack -ow -nd -q"

Here’s the first example input data set, with UK BioBank-style column names:

cat data_01.tsv

eid     1-0.0   2-0.0   3-0.0   4-0.0   5-0.0   6-0.0   7-0.0   8-0.0   9-0.0   10-0.0
1       31      65      10      11      84      22      56      65      90      12
2       56      52      52      42      89      35      3       65      50      67
3       45      84      20      84      93      36      96      62      48      59
4       7       46      37      48      80      20      18      72      37      27
5       8       86      51      68      80      84      11      28      69      10
6       6       29      85      59      7       46      14      60      73      80
7       24      49      41      46      92      23      39      68      7       63
8       80      92      97      30      92      83      98      36      6       23
9       84      59      89      79      16      12      95      73      2       62
10      23      96      67      41      8       20      97      57      59      23

The numbers in each column name typically represent:

1. The variable ID

2. The visit, for variables which were collected at multiple points in time.

3. The “instance”, for multi-valued variables.

Note that one variable is typically associated with several columns, although we’re keeping things simple for this first example - there is only one visit for each variable, and there are no multi-valued variables.

Most but not all variables in the UK BioBank contain data collected at different visits, the times that the participants visited a UK BioBank assessment centre. However there are some variables (e.g. ICD10 diagnosis codes) for which this is not the case.

Import examples

Selecting variables (columns)

You can specify which variables you want to load in the following ways, using the --variable (-v for short), --category (-c for short) and --column (-co for short) command line options:

• By variable ID

• By variable ranges

• By a text file which contains the IDs you want to keep.

• By pre-defined variable categories

• By column name

Selecting individual variables

Simply provide the IDs of the variables you want to extract:

funpack -v 1 -v 5 out.tsv data_01.tsv
cat out.tsv

eid     1-0.0   5-0.0
1       31      84.0
2       56      89.0
3       45      93.0
4       7       80.0
5       8       80.0
6       6       7.0
7       24      92.0
8       80      92.0
9       84      16.0
10      23      8.0

Selecting variable ranges

The --variable/-v option accepts MATLAB-style ranges of the form start:step:stop (where the stop is inclusive):

funpack -v 1:3:10 out.tsv data_01.tsv
cat out.tsv

eid     1-0.0   4-0.0   7-0.0   10-0.0
1       31      11.0    56      12
2       56      42.0    3       67
3       45      84.0    96      59
4       7       48.0    18      27
5       8       68.0    11      10
6       6       59.0    14      80
7       24      46.0    39      63
8       80      30.0    98      23
9       84      79.0    95      62
10      23      41.0    97      23

Selecting variables with a file

If your variables of interest are listed in a plain-text file, you can simply pass that file:

echo -e "1\n6\n9" > vars.txt
funpack -v vars.txt out.tsv data_01.tsv
cat out.tsv

eid     1-0.0   6-0.0   9-0.0
1       31      22.0    90
2       56      35.0    50
3       45      36.0    48
4       7       20.0    37
5       8       84.0    69
6       6       46.0    73
7       24      23.0    7
8       80      83.0    6
9       84      12.0    2
10      23      20.0    59

Selecting variables from pre-defined categories

Some UK BioBank-specific categories are built into FUNPACK, but you can also define your own categories - you just need to create a .tsv file, and pass it to FUNPACK via the --category_file (-cf for short):

echo -e "ID\tCategory\tVariables"      > custom_categories.tsv
echo -e "1\tCool variables\t1:5,7"    >> custom_categories.tsv
echo -e "2\tUncool variables\t6,8:10" >> custom_categories.tsv
cat custom_categories.tsv

ID      Category        Variables
1       Cool variables  1:5,7
2       Uncool variables        6,8:10

Use the --category (-c for short) to select categories to output. You can refer to categories by their ID:

funpack -cf custom_categories.tsv -c 1 out.tsv data_01.tsv
cat out.tsv

eid     1-0.0   2-0.0   3-0.0   4-0.0   5-0.0   7-0.0
1       31      65      10.0    11.0    84.0    56
2       56      52      52.0    42.0    89.0    3
3       45      84      20.0    84.0    93.0    96
4       7       46      37.0    48.0    80.0    18
5       8       86      51.0    68.0    80.0    11
6       6       29      85.0    59.0    7.0     14
7       24      49      41.0    46.0    92.0    39
8       80      92      97.0    30.0    92.0    98
9       84      59      89.0    79.0    16.0    95
10      23      96      67.0    41.0    8.0     97

Or by name:

funpack -cf custom_categories.tsv -c uncool out.tsv data_01.tsv
cat out.tsv

eid     6-0.0   8-0.0   9-0.0   10-0.0
1       22.0    65      90      12
2       35.0    65      50      67
3       36.0    62      48      59
4       20.0    72      37      27
5       84.0    28      69      10
6       46.0    60      73      80
7       23.0    68      7       63
8       83.0    36      6       23
9       12.0    73      2       62
10      20.0    57      59      23

Selecting column names

If you are working with data that has non-UK BioBank style column names, you can use the --column (-co for short) to select individual columns by their name, rather than the variable with which they are associated. The --column option accepts full column names, and also shell-style wildcard patterns:

funpack -co 4-0.0 -co "??-0.0" out.tsv data_01.tsv
cat out.tsv

eid     4-0.0   10-0.0
1       11.0    12
2       42.0    67
3       84.0    59
4       48.0    27
5       68.0    10
6       59.0    80
7       46.0    63
8       30.0    23
9       79.0    62
10      41.0    23

Selecting subjects (rows)

FUNPACK assumes that the first column in every input file is a subject ID. You can specify which subjects you want to load via the --subject (-s for short) option. You can specify subjects in the same way that you specified variables above, and also:

• By specifying a conditional expression on variable values - only subjects for which the expression evaluates to true will be imported

• By specifying subjects to exclude

Selecting individual subjects

funpack -s 1 -s 3 -s 5 out.tsv data_01.tsv
cat out.tsv

eid     1-0.0   2-0.0   3-0.0   4-0.0   5-0.0   6-0.0   7-0.0   8-0.0   9-0.0   10-0.0
1       31      65      10.0    11.0    84.0    22.0    56      65      90      12
3       45      84      20.0    84.0    93.0    36.0    96      62      48      59
5       8       86      51.0    68.0    80.0    84.0    11      28      69      10

Selecting subject ranges

funpack -s 2:2:10 out.tsv data_01.tsv
cat out.tsv

eid     1-0.0   2-0.0   3-0.0   4-0.0   5-0.0   6-0.0   7-0.0   8-0.0   9-0.0   10-0.0
2       56      52      52.0    42.0    89.0    35.0    3       65      50      67
4       7       46      37.0    48.0    80.0    20.0    18      72      37      27
6       6       29      85.0    59.0    7.0     46.0    14      60      73      80
8       80      92      97.0    30.0    92.0    83.0    98      36      6       23
10      23      96      67.0    41.0    8.0     20.0    97      57      59      23

Selecting subjects from a file

echo -e "5\n6\n7\n8\n9\n10" > subjects.txt
funpack -s subjects.txt out.tsv data_01.tsv
cat out.tsv

eid     1-0.0   2-0.0   3-0.0   4-0.0   5-0.0   6-0.0   7-0.0   8-0.0   9-0.0   10-0.0
5       8       86      51.0    68.0    80.0    84.0    11      28      69      10
6       6       29      85.0    59.0    7.0     46.0    14      60      73      80
7       24      49      41.0    46.0    92.0    23.0    39      68      7       63
8       80      92      97.0    30.0    92.0    83.0    98      36      6       23
9       84      59      89.0    79.0    16.0    12.0    95      73      2       62
10      23      96      67.0    41.0    8.0     20.0    97      57      59      23

Selecting subjects by variable value

The --subject option accepts variable expressions - you can write an expression performing numerical comparisons on variables (denoted with a leading v) and combine these expressions using boolean algebra. Only subjects for which the expression evaluates to true will be imported. For example, to only import subjects where variable 1 is greater than 10, and variable 2 is less than 70, you can type:

funpack -s "v1 > 10 && v2 < 70" out.tsv data_01.tsv
cat out.tsv

eid     1-0.0   2-0.0   3-0.0   4-0.0   5-0.0   6-0.0   7-0.0   8-0.0   9-0.0   10-0.0
1       31      65      10.0    11.0    84.0    22.0    56      65      90      12
2       56      52      52.0    42.0    89.0    35.0    3       65      50      67
7       24      49      41.0    46.0    92.0    23.0    39      68      7       63
9       84      59      89.0    79.0    16.0    12.0    95      73      2       62

The following symbols can be used in variable expressions:

Symbol	Meaning
==	equal to
!=	not equal to
>	greater than
>=	greater than or equal to
<	less than
<=	less than or equal to
na	N/A
&&	logical and
||	logical or
~	logical not
contains	Contains sub-string
all	all columns must meet condition
any	any column must meet condition
()	to denote precedence

The all and any symbols allow you to control how an expression is evaluated across multiple columns which are associated with one variable (e.g. separate columns for each visit). We will give an example of this in the section on selecting visits, below.

Non-numeric (i.e. string) variables can be used in these expressions in conjunction with the ==, !=, and contains operators, and date/time variables can be compared using the ==, !=, >, >=, <, and <= operators. For example, imagine that we have the following data set:

cat data_02.tsv

eid     1-0.0   33-0.0
1       A       1948-07-14
2       B       1954-11-18
3       B       1977-09-16
4       A       1962-04-26
5       B       1945-02-08
6       A       1978-07-24
7       B       1950-07-25
8       A       1965-07-25
9       B       1967-07-16
10      A       1950-11-16

And we want to identify subjects who were born during or after 1965 (variable 33), and who have a value of B for variable 1:

funpack -s "v33 >= 1965-01-01 && v1 == 'B'" out.tsv data_02.tsv
cat out.tsv

eid     1-0.0   33-0.0
3       B       1977-09-16
9       B       1967-07-16

When comparing dates and times, you must use the format YYYY-MM-DD and YYYY-MM-DD HH:MM:SS. When comparing strings, you must surround values with single or double quotes.

Evaluating a variable expression requires the data for every subject to be loaded into memory, so that the conditional expression can be evaluated.

A useful strategy, if you intend to work with the same subset of subjects more than once, is to use FUNPACK once, to identify the subjects of interest, save their IDs to a text file (e.g. subjects.txt), and on subsequent calls to FUNPACK, use the text file to select subjects (e.g. fmrib_unpack -s subjects.txt). This means that subsequent FUNPACK runs will be faster, and will require less memory.

The --ids_only option can be used to generate an output file which only contains the IDs of the rows which would have been output, so can be used to generate a subject ID file. Let’s re-run one of the examples above, but this time with the --ids_only option:

funpack --ids_only -v 1,2 -s "v1 > 10 && v2 < 70" subjects.txt data_01.tsv
cat subjects.txt

1
2
7
9

Now we can use subjects.txt with the -s option in subsequent FUNPACK calls, to select the same subjects without having to re-evaluate the variable expression.

Excluding subjects

The --exclude (-ex for short) option allows you to exclude subjects - it accepts individual IDs, an ID range, or a file containing IDs. The --exclude/-ex option takes precedence over the --subject/-s option:

funpack -s 1:8 -ex 5:10 out.tsv data_01.tsv
cat out.tsv

eid     1-0.0   2-0.0   3-0.0   4-0.0   5-0.0   6-0.0   7-0.0   8-0.0   9-0.0   10-0.0
1       31      65      10.0    11.0    84.0    22.0    56      65      90      12
2       56      52      52.0    42.0    89.0    35.0    3       65      50      67
3       45      84      20.0    84.0    93.0    36.0    96      62      48      59
4       7       46      37.0    48.0    80.0    20.0    18      72      37      27

Selecting visits

Many variables in the UK BioBank data contain observations at multiple points in time, or visits. FUNPACK allows you to specify which visits you are interested in. Here is an example data set with variables that have data for multiple visits (remember that the second number in the column names denotes the visit):

cat data_03.tsv

eid     1-0.0   2-0.0   2-1.0   2-2.0   3-0.0   3-1.0   4-0.0   5-0.0
1       86      76      82      75      34      99      50      5
2       20      25      40      44      30      57      54      44
3       85      2       48      42      23      77      84      27
4       23      30      18      97      44      55      97      20
5       83      45      76      51      18      64      8       33

We can use the --visit (-vi for short) option to get just the last visit for each variable:

funpack -vi last out.tsv data_03.tsv
cat out.tsv

eid     1-0.0   2-2.0   3-1.0   4-0.0   5-0.0
1       86      75      99.0    50.0    5.0
2       20      44      57.0    54.0    44.0
3       85      42      77.0    84.0    27.0
4       23      97      55.0    97.0    20.0
5       83      51      64.0    8.0     33.0

You can also specify which visit you want by its number:

funpack -vi 1 out.tsv data_03.tsv
cat out.tsv

eid     2-1.0   3-1.0
1       82      99.0
2       40      57.0
3       48      77.0
4       18      55.0
5       76      64.0

Variables which are not associated with specific visits (e.g. ICD10 diagnosis codes) will not be affected by the -vi option.

Evaluating expressions across visits

The variable expressions described above in the section on selecting subjects will be applied to all of the columns associated with a variable. By default, an expression will evaluate to true where the values in any column asssociated with the variable evaluate to true. For example, we can extract the data for subjects where the values of any column of variable 2 were less than 50:

funpack -v 2 -s 'v2 < 50' out.tsv data_03.tsv
cat out.tsv

eid     2-0.0   2-1.0   2-2.0
2       25      40      44
3       2       48      42
4       30      18      97
5       45      76      51

We can use the any and all operators to control how an expression is evaluated across the columns of a variable. For example, we may only be interested in subjects for whom all columns of variable 2 were greater than 50:

funpack -v 2 -s 'all(v2 < 50)' out.tsv data_03.tsv
cat out.tsv

eid     2-0.0   2-1.0   2-2.0
2       25      40      44
3       2       48      42

We can use any and all in expressions involving multiple variables:

funpack -v 2,3 -s 'any(v2 < 50) && all(v3 >= 40)' out.tsv data_03.tsv
cat out.tsv

eid     2-0.0   2-1.0   2-2.0   3-0.0   3-1.0
4       30      18      97      44.0    55.0

Merging multiple input files

If your data is split across multiple files, you can specify how FUNPACK should merge them together.

Merging two UK Biobank data sets with a bridge file

Every UK Biobank application is assigned a different set of subject IDs, for anonymisation/privacy purposes. Some researchers are part of multiple applications, and occasionally need to work with data from both applications. To facilitate this, the UK Biobank may provide these researchers with a bridge file which contains a mapping between the subject IDs from both applications. You can use FUNPACK to merge two data sets together with a bridge file.

For example, let’s say we have two input files (shown side-by-side) with different sets of subject IDs:

echo " " | paste data_04.tsv - data_04_2.tsv

eid     1-0.0   2-0.0   3-0.0           eid     4-0.0   5-0.0   6-0.0
1       89      47      26              100     28      78      89
2       94      37      70              200     42      13      70
3       63      5       97              300     17      79      86
4       98      97      91              400     60      19      38
5       37      10      11              500     26      76      6

And we have a bridge file which maps the two sets of subject IDs to each other:

cat bridge.csv

eid1,eid2
1,100
2,200
3,300
4,400
5,500

We can merge these two datasets together by running FUNPACK twice - first, we will merge the bridge file and the second data set together. We use the --index <filename> <column> option to tell FUNPACK to use the second set of subject IDs from the bridge file.

funpack --index bridge.csv 1 temp.tsv bridge.csv data_04_2.tsv
cat temp.tsv

eid2    eid1    4-0.0   5-0.0   6-0.0
100     1       28.0    78.0    89.0
200     2       42.0    13.0    70.0
300     3       17.0    79.0    86.0
400     4       60.0    19.0    38.0
500     5       26.0    76.0    6.0

Then we can run FUNPACK again to merge in the first data set. This time, we use the --index <filename> <column> again to tell FUNPACK to use the first set of subject IDs from the intermediate file.

funpack --index temp.tsv 1 out.tsv data_04.tsv temp.tsv
cat out.tsv

eid     1-0.0   2-0.0   3-0.0   eid2    4-0.0   5-0.0   6-0.0
1       89      47      26.0    100     28.0    78.0    89.0
2       94      37      70.0    200     42.0    13.0    70.0
3       63      5       97.0    300     17.0    79.0    86.0
4       98      97      91.0    400     60.0    19.0    38.0
5       37      10      11.0    500     26.0    76.0    6.0

FUNPACK also has more flexible options for merging datasets, as outlined below.

Merging by subject

For example, let’s say we have these two input files (shown side-by-side):

echo " " | paste data_04.tsv - data_05.tsv

eid     1-0.0   2-0.0   3-0.0           eid     4-0.0   5-0.0   6-0.0
1       89      47      26              2       19      17      62
2       94      37      70              3       41      12      7
3       63      5       97              4       8       86      9
4       98      97      91              5       7       65      71
5       37      10      11              6       3       23      15

Note that each file contains different variables, and different, but overlapping, subjects. By default, when you pass these files to FUNPACK, it will output the intersection of the two files (more formally known as an inner join), i.e. subjects which are present in both files:

funpack out.tsv data_04.tsv data_05.tsv
cat out.tsv

eid     1-0.0   2-0.0   3-0.0   4-0.0   5-0.0   6-0.0
2       94      37      70.0    19.0    17.0    62.0
3       63      5       97.0    41.0    12.0    7.0
4       98      97      91.0    8.0     86.0    9.0
5       37      10      11.0    7.0     65.0    71.0

If you want to keep all subjects, you can instruct FUNPACK to output the union (a.k.a. outer join) via the --merge_strategy (-ms for short) option:

funpack -ms outer out.tsv data_04.tsv data_05.tsv
cat out.tsv

eid     1-0.0   2-0.0   3-0.0   4-0.0   5-0.0   6-0.0
1       89.0    47.0    26.0
2       94.0    37.0    70.0    19.0    17.0    62.0
3       63.0    5.0     97.0    41.0    12.0    7.0
4       98.0    97.0    91.0    8.0     86.0    9.0
5       37.0    10.0    11.0    7.0     65.0    71.0
6                               3.0     23.0    15.0

Merging by column

Your data may be organised in a different way. For example, these next two files contain different groups of subjects, but overlapping columns:

echo " " | paste data_06.tsv - data_07.tsv

eid     1-0.0   2-0.0   3-0.0   4-0.0   5-0.0           eid     2-0.0   3-0.0   4-0.0   5-0.0   6-0.0
1       69      80      70      60      42              4       17      36      56      90      12
2       64      15      82      99      67              5       63      16      87      57      63
3       33      67      58      96      26              6       43      19      84      53      63

In this case, we need to tell FUNPACK to merge along the row axis, rather than along the column axis. We can do this with the --merge_axis (-ma for short) option:

funpack -ma rows out.tsv data_06.tsv data_07.tsv
cat out.tsv

eid     2-0.0   3-0.0   4-0.0   5-0.0
1       80      70.0    60.0    42.0
2       15      82.0    99.0    67.0
3       67      58.0    96.0    26.0
4       17      36.0    56.0    90.0
5       63      16.0    87.0    57.0
6       43      19.0    84.0    53.0

Again, if we want to retain all columns, we can tell FUNPACK to perform an outer join with the -ms option:

funpack -ma rows -ms outer out.tsv data_06.tsv data_07.tsv
cat out.tsv

eid     1-0.0   2-0.0   3-0.0   4-0.0   5-0.0   6-0.0
1       69.0    80      70.0    60.0    42.0
2       64.0    15      82.0    99.0    67.0
3       33.0    67      58.0    96.0    26.0
4               17      36.0    56.0    90.0    12.0
5               63      16.0    87.0    57.0    63.0
6               43      19.0    84.0    53.0    63.0

Naive merging

Finally, your data may be organised such that you simply want to “paste”, or concatenate them together, along either rows or columns. For example, your data files might look like this:

echo " " | paste data_08.tsv - data_09.tsv

eid     1-0.0   2-0.0   3-0.0           eid     4-0.0   5-0.0   6-0.0
1       30      99      57              1       16      54      60
2       3       6       75              2       43      59      9
3       13      91      36              3       71      73      38

Here, we have columns for different variables on the same set of subjects, and we just need to concatenate them together horizontally. We do this by using --merge_strategy naive (-ms naive for short):

funpack -ms naive out.tsv data_08.tsv data_09.tsv
cat out.tsv

eid     1-0.0   2-0.0   3-0.0   4-0.0   5-0.0   6-0.0
1       30      99      57.0    16.0    54.0    60.0
2       3       6       75.0    43.0    59.0    9.0
3       13      91      36.0    71.0    73.0    38.0

For files which need to be concatenated vertically, such as these:

echo " " | paste data_10.tsv - data_11.tsv

eid     1-0.0   2-0.0   3-0.0           eid     1-0.0   2-0.0   3-0.0
1       16      34      10              4       40      89      58
2       62      78      16              5       25      75      9
3       72      29      53              6       28      74      57

We need to tell FUNPACK which axis to concatenate along, again using the -ma option:

funpack -ms naive -ma rows out.tsv data_10.tsv data_11.tsv
cat out.tsv

eid     1-0.0   2-0.0   3-0.0
1       16      34      10.0
2       62      78      16.0
3       72      29      53.0
4       40      89      58.0
5       25      75      9.0
6       28      74      57.0

Cleaning examples

Once the data has been imported, a sequence of cleaning steps are applied to each column.

NA insertion

For some variables it may make sense to discard or ignore certain values. For example, if an individual selects Do not know to a question such as How much milk did you drink yesterday?, that answer will be coded with a specific value (e.g. -1). It does not make any sense to include these values in most analyses, so FUNPACK can be used to mark such values as Not Available (NA).

A large number of NA insertion rules, specific to UK BioBank variables, are coded into FUNPACK, and are applied when you use the -cfg fmrib option (see the section below on built-in rules). You can also specify your own rules via the --na_values (-nv for short) option.

Let’s say we have this data set:

cat data_12.tsv

eid     1-0.0   2-0.0   3-0.0
1       4       1       6
2       2       6       0
3       7       0       -1
4       -1      6       1
5       2       8       4
6       0       2       7
7       -1      0       0
8       7       7       2
9       4       -1      -1
10      8       -1      2

For variable 1, we want to ignore values of -1, for variable 2 we want to ignore -1 and 0, and for variable 3 we want to ignore 1 and 2:

funpack -nv 1 " -1" -nv 2 " -1,0" -nv 3 "1,2" out.tsv data_12.tsv
cat out.tsv

eid     1-0.0   2-0.0   3-0.0
1       4.0     1.0     6.0
2       2.0     6.0     0.0
3       7.0             -1.0
4               6.0
5       2.0     8.0     4.0
6       0.0     2.0     7.0
7                       0.0
8       7.0     7.0
9       4.0             -1.0
10      8.0

The --na_values option expects two arguments:

• The variable ID

• A comma-separated list of values to replace with NA

Variable-specific cleaning functions

A small number of cleaning/preprocessing functions are built into FUNPACK, which can be applied to specific variables. For example, some variables in the UK BioBank contain ICD10 disease codes, which may be more useful if converted to a numeric format (e.g. to make them easy to load into MATLAB). Imagine that we have some data with ICD10 codes:

cat data_13.tsv

eid     1-0.0
1       A481
2       A590
3       B391
4       D596
5       Z980

We can use the --clean (-cl for short) option with the built-in codeToNumeric cleaning function to convert the codes to a numeric representation&:

funpack -cl 1 "codeToNumeric('icd10')" out.tsv data_13.tsv
cat out.tsv

eid     1-0.0
1       5340
2       5960
3       9320
4       21590
5       191430

&The codeToNumeric function will replace each ICD10 code with the corresponding Node number, as defined in the UK BioBank ICD10 data coding.

The --clean option expects two arguments:

• The variable ID

• The cleaning function to apply. Some cleaning functions accept arguments - refer to the command-line help for a summary of available functions.

You can find a list of the built-in cleaning functions here. You can also define your own cleaning functions by passing them in as a --plugin_file (see the section on custom plugins below).

Example: flattening hierarchical data

Several variables in the UK Biobank (including the ICD10 disease categorisations) are organised in a hierarchical manner - each value is a child of a more general parent category. The flattenHierarchical cleaninng function can be used to replace each value in a data set with the value that corresponds to a parent category. Let’s apply this to our example ICD10 data set.

funpack -cl 1 "flattenHierarchical(name='icd10')" out.tsv data_13.tsv
cat out.tsv

eid     1-0.0
1       Chapter I
2       Chapter I
3       Chapter I
4       Chapter III
5       Chapter XXI

Aside: ICD10 mapping file

FUNPACK has a feature specific to these ICD10 disease categorisations - you can use the --icd10_map_file (-imf for short) option to tell FUNPACK to save a file which contains a list of all ICD10 codes that were present in the input data, and the corresponding numerical codes that FUNPACK generated:

funpack -cl 1 "codeToNumeric('icd10')" -imf icd10_codes.tsv out.tsv data_13.tsv
cat icd10_codes.tsv

code    value   description     parent_descs
A481    5340    A48.1 Legionnaires' disease [Chapter I Certain infectious and parasitic diseases] [A30-A49 Other bacterial diseases] [A48 Other bacterial diseases, not elsewhere classified]
A590    5960    A59.0 Urogenital trichomoniasis [Chapter I Certain infectious and parasitic diseases] [A50-A64 Infections with a predominantly sexual mode of transmission] [A59 Trichomoniasis]
B391    9320    B39.1 Chronic pulmonary histoplasmosis capsulati        [Chapter I Certain infectious and parasitic diseases] [B35-B49 Mycoses] [B39 Histoplasmosis]
D596    21590   D59.6 Haemoglobinuria due to haemolysis from other external causes      [Chapter III Diseases of the blood and blood-forming organs and certain disorders involving the immune mechanism] [D55-D59 Haemolytic anaemias] [D59 Acquired haemolytic anaemia]
Z980    191430  Z98.0 Intestinal bypass and anastomosis status  [Chapter XXI Factors influencing health status and contact with health services] [Z80-Z99 Persons with potential health hazards related to family and personal history and certain conditions influencing health status] [Z98 Other postsurgical states]

Categorical recoding

You may have some categorical data which is coded in an awkward manner, such as in this example, which encodes the amount of some item that an individual has consumed:

You can use the --recoding (-re for short) option to recode data like this into something more useful. For example, given this data:

cat data_14.tsv

eid     1-0.0
1       1
2       555
3       444
4       2
5       300
6       444
7       2
8       2

Let’s recode it to be more monotonic:

funpack -re 1 "300,444,555" "3,0.25,0.5" out.tsv data_14.tsv
cat out.tsv

eid     1-0.0
1       1.0
2       0.5
3       0.25
4       2.0
5       3.0
6       0.25
7       2.0
8       2.0

The --recoding option expects three arguments:

• The variable ID

• A comma-separated list of the values to be replaced

• A comma-separated list of the values to replace them with

Child value replacement

Imagine that we have these two questions:

• 1: Do you currently smoke cigarettes?

• 2: How many cigarettes did you smoke yesterday?

Now, question 2 was only asked if the answer to question 1 was Yes. So for all individuals who answered No to question 1, we will have a missing value for question 2. But for some analyses, it would make more sense to have a value of 0, rather than NA, for these subjects.

FUNPACK can handle these sorts of dependencies by way of child value replacement. For question 2, we can define a conditional variable expression such that when both question 2 is NA and question 1 is No, we can insert a value of 0 into question 2.

This scenario is demonstrated in this example data set (where, for question 1 values of 1 and 0 represent Yes and No respectively):

cat data_15.tsv

eid     1-0.0   2-0.0
1       1       7
2       1       4
3       1       1
4       0
5       0
6       0
7       1       25
8       0

We can fill in the values for variable 2 by using the --child_values (-cv for short) option:

funpack -cv 2 "v1 == 0" "0" out.tsv data_15.tsv
cat out.tsv

eid     1-0.0   2-0.0
1       1       7.0
2       1       4.0
3       1       1.0
4       0       0.0
5       0       0.0
6       0       0.0
7       1       25.0
8       0       0.0

The --child_values option expects three arguments:

• The variable ID

• An expression evaluating some condition on the parent variable(s)

• A value to replace NA with where the expression evaluates to true.

Processing examples

After every column has been cleaned, the entire data set undergoes a series of processing steps. The processing stage may result in columns being removed or manipulated, or new columns being added.

The processing stage can be controlled with these options:

• --prepend_process (-ppr for short): Apply a processing function before the built-in processing

• --append_process (-apr for short): Apply a processing function after the built-in processing

A default set of processing steps are applied when you apply the fmrib configuration profile by using -cfg fmrib - see the section on built-in rules.

The --prepend_process and --append_process options require two arguments:

• The variable ID(s) to apply the function to, or all to denote all variables.

• The processing function to apply. The available processing functions are listed here and in the command line help, or you can write your own and pass it in as a plugin file (see below).

Sparsity check

The removeIfSparse process will remove columns that are deemed to have too many missing values. If we take this data set:

cat data_16.tsv

eid     1-0.0   2-0.0
1       7       24
2       2       37
3       4       14
4       6
5               77
6       7       10
7
8       3       13
9               62
10              74

Imagine that our analysis requires at least 8 values per variable to work. We can use the minpres option to removeIfSparse to drop any columns which do not meet this threshold:

funpack -apr all "removeIfSparse(minpres=8)" out.tsv data_16.tsv
cat out.tsv

eid     2-0.0
1       24.0
2       37.0
3       14.0
4
5       77.0
6       10.0
7
8       13.0
9       62.0
10      74.0

You can also specify minpres as a proportion, rather than an absolute number. e.g.:

funpack -apr all "removeIfSparse(minpres=0.65, abspres=False)" out.tsv data_16.tsv
cat out.tsv

eid     2-0.0
1       24.0
2       37.0
3       14.0
4
5       77.0
6       10.0
7
8       13.0
9       62.0
10      74.0

Redundancy check

You may wish to remove columns which contain redundant information. The removeIfRedundant process calculates the pairwise correlation between all columns, and removes columns with a correlation above a threshold that you provide. Imagine that we have this data set:

cat data_17.tsv

eid     1-0.0   2-0.0   3-0.0
1       1       10      1
2       2       20      6
3       3       30      3
4       4       40      7
5       5       50      2
6       6       60      3
7       5       50      2
8       4       40      9
9       3       30      8
10      2       20      5

The data in column 2-0.0 is effectively equivalent to the data in column 1-0.0, so is not of any use to us. We can tell FUNPACK to remove it like so:

funpack -apr all "removeIfRedundant(0.9)" out.tsv data_17.tsv
cat out.tsv

eid     1-0.0   3-0.0
1       1       1.0
2       2       6.0
3       3       3.0
4       4       7.0
5       5       2.0
6       6       3.0
7       5       2.0
8       4       9.0
9       3       8.0
10      2       5.0

The removeIfRedundant process can also calculate the correlation of the patterns of missing values between variables - Consider this example:

cat data_18.tsv

eid     1-0.0   2-0.0   3-0.0
1       1       10      100
2       2       20      200
3                       300
4       4       40      400
5                       500
6       4       40
7       3               300
8       2       20      200
9       1       10      100
10                      0

All three columns are highly correlated, but the pattern of missing values in column 3-0.0 is different to that of the other columns.

If we use the nathres option, FUNPACK will only remove columns where the correlation of both present and missing values meet the thresholds. Note that the column which contains more missing values will be the one that gets removed:

funpack -apr all "removeIfRedundant(0.9, nathres=0.6)" out.tsv data_18.tsv
cat out.tsv

eid     1-0.0   3-0.0
1       1.0     100.0
2       2.0     200.0
3               300.0
4       4.0     400.0
5               500.0
6       4.0
7       3.0     300.0
8       2.0     200.0
9       1.0     100.0
10              0.0

Categorical binarisation

The binariseCategorical process takes a column containing categorical labels, and replaces it with a set of new binary columns, one for each category. Imagine that we have this data:

cat data_19.tsv

eid 1-0.0
1       1
2       2
3       3
4       2
5       2
6       3
7       1
8       4
9       1
10      3

We can use the binariseCategorical process to split column 1-0.0 into a separate column for each category:

funpack -apr 1 "binariseCategorical" out.tsv data_19.tsv
cat out.tsv

eid     1-0.1   1-0.2   1-0.3   1-0.4
1       1       0       0       0
2       0       1       0       0
3       0       0       1       0
4       0       1       0       0
5       0       1       0       0
6       0       0       1       0
7       1       0       0       0
8       0       0       0       1
9       1       0       0       0
10      0       0       1       0

There are a few options to binariseCategorical, including controlling whether the original column is removed, and also the naming of the newly created columns:

funpack -apr 1 "binariseCategorical(replace=False, nameFormat='{vid}:{value}')" out.tsv data_19.tsv
cat out.tsv

eid     1-0.0   1:1     1:2     1:3     1:4
1       1       1       0       0       0
2       2       0       1       0       0
3       3       0       0       1       0
4       2       0       1       0       0
5       2       0       1       0       0
6       3       0       0       1       0
7       1       1       0       0       0
8       4       0       0       0       1
9       1       1       0       0       0
10      3       0       0       1       0

Custom cleaning, processing and loading - FUNPACK plugins

If you want to apply some specific cleaning or processing function to a variable, you can code your functions up in python, and then tell FUNPACK to apply them.

As an example, let’s say we have some data like this:

cat data_20.tsv

eid     1-0.0   2-0.0   3-0.0
1       28      65      18
2       12      71      63
3       17      60      95
4       36      80      38
5       91      55      36
6       4       97      71
7       20      3       88
8       58      64      65
9       87      27      26
10      36      17      22

Custom cleaning functions

But for our analysis, we are only interested in the even values for columns 1 and 2. Let’s write a cleaning function which replaces all odd values with NA:

cat plugin_1.py | pygmentize

#!/usr/bin/env python

import numpy as np

from funpack import cleaner

# Cleaner functions are passed:
#
#   - dtable: An object which provides access to the data set.
#   - vid:    The variable ID of the column(s) to be cleaned.
#
# Cleaner functions should modify the data in-place.
@cleaner()
def drop_odd_values(dtable, vid):

    # Remember that a variable may be
    # associated with multiple columns
    cols = dtable.columns(vid)

    # the columns() method returns a list of
    # Column objects,  each of which contains
    # information about one column in the data.
    for col in cols:
        col = col.name
        mask = dtable[:, col] % 2 != 0
        dtable[mask, col] = np.nan

To use our custom cleaner function, we simply pass our plugin file to FUNPACK using the --plugin_file (-p for short) option:

funpack -p plugin_1.py -cl 1 drop_odd_values -cl 2 drop_odd_values out.tsv data_20.tsv
cat out.tsv

eid     1-0.0   2-0.0   3-0.0
1       28.0            18.0
2       12.0            63.0
3               60.0    95.0
4       36.0    80.0    38.0
5                       36.0
6       4.0             71.0
7       20.0            88.0
8       58.0    64.0    65.0
9                       26.0
10      36.0            22.0

Custom processing functions

Recall that cleaning functions are applied independently to each column, whereas processing functions may be applied to multiple columns simultaneously, and may add and/or remove columns. Let’s say we want to derive a new column from columns 1-0.0 and 2-0.0 in our example data set. Our plugin file might look like this:

cat plugin_2.py | pygmentize

#!/usr/bin/env python

import itertools as it

from funpack import processor

# Processor functions are passed:
#
#   - dtable: An object which provides access to the data set.
#   - vid:    The variable ID of the column(s) to be cleaned.
#
# Processor functions can do any of the following:
#
#   - modify existing columns in place,
#   - return a list of columns that should be removed
#   - return a list of columns that should be added
@processor()
def sum_squares(dtable, vids):

    cols    = it.chain(*[dtable.columns(v) for v in vids])
    series  = [dtable[:, c.name] for c in cols]
    squares = [s * s for s in series]
    sumsq   = sum(squares)

    sumsq.name = 'sum_square({})'.format(','.join([str(v) for v in vids]))

    # The value returned by a processor function differs
    # depending on what it wishes to do. In this case,
    # we are returning a list of new pandas.Series to be
    # added as columns, and a list of integer variable
    # IDs, one for each new column. The variable IDs are
    # optional, so we are just returning None instead.
    return [sumsq], None

Again, to use our plugin, we pass it to FUNPACK via the --plugin/-p option:

funpack -p plugin_2.py -apr "1,2" "sum_squares" out.tsv data_20.tsv
cat out.tsv

eid     1-0.0   2-0.0   3-0.0   sum_square(1,2)
1       28      65      18.0    5009
2       12      71      63.0    5185
3       17      60      95.0    3889
4       36      80      38.0    7696
5       91      55      36.0    11306
6       4       97      71.0    9425
7       20      3       88.0    409
8       58      64      65.0    7460
9       87      27      26.0    8298
10      36      17      22.0    1585

Custom file loaders

You might want to load some auxillary data which is in an awkward format that cannot be automatically parsed by FUNPACK. For example, you may have a file which has acquisition date information separated into year, month and day columns, e.g.:

cat data_21.tsv

eid     year    month   day
1       2018    6       1
2       2018    6       17
3       2018    7       5
4       2018    3       11
5       2018    2       21
6       2018    8       8
7       2018    11      30
8       2018    12      5
9       2018    4       13

These three columns would be better loaded as a single column. So we can write a plugin to load this file for us. We need to write two functions:

• A “sniffer” function, which returns information about the columns contained in the file.

• A “loader” function which loads the file, returning it as a pandas.DataFrame.

cat plugin_3.py | pygmentize

#!/usr/bin/env python

import pandas as pd

from funpack import sniffer, loader, Column

# Sniffer and loader functions are defined in
# pairs. A pair is denoted by its functions
# being given the same label, passed to the
# @sniffer/@loader decorators
# ("my_datefile_loader" in this example). The
# function names are irrelevant.

@sniffer('my_datefile_loader')
def columns_datefile(infile):

    # A sniifer function must return a
    # sequence of Column objects which
    # describe the file (after it has
    # been loaded by the loader function).
    #
    # The values passed to a Column object
    # are:
    #   - file name
    #   - column name
    #   - column index (starting from 0)
    return [Column(infile, 'eid',              0),
            Column(infile, 'acquisition_date', 1)]

@loader('my_datefile_loader')
def load_datefile(infile):

    def create_date(row):
        return pd.Timestamp(row['year'], row['month'], row['day'])

    df = pd.read_csv(infile, index_col=0, delim_whitespace=True)

    df['acquisition_date'] = df.apply(create_date, axis=1)

    df.drop(['year', 'month', 'day'], axis=1, inplace=True)

    return df

And to see it in action:

funpack -p plugin_3.py -l data_21.tsv my_datefile_loader out.tsv data_21.tsv
cat out.tsv

/builds/fsl/funpack/funpack/scripts/demo/plugin_3.py:36: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df = pd.read_csv(infile, index_col=0, delim_whitespace=True)
eid     acquisition_date
1       2018-06-01T00:00:00
2       2018-06-17T00:00:00
3       2018-07-05T00:00:00
4       2018-03-11T00:00:00
5       2018-02-21T00:00:00
6       2018-08-08T00:00:00
7       2018-11-30T00:00:00
8       2018-12-05T00:00:00
9       2018-04-13T00:00:00

Miscellaneous topics

Non-numeric data

Many UK Biobank variables contain non-numeric data, such as alpha-numeric codes and unstructured text. If you want to select subjects on the basis of such columns, variable expressions contain some simple mechanisms for doing so. Here is an example of a file containing both numeric and non-numeric data:

cat data_22.tsv | column -t -s $'\t'

eid  1-0.0  2-0.0  3-0.0               4-0.0
1    A481   54     red green blue      0.6
2    A590   24     yellow aqua         3.2
3    B391   17     brown black purple  1.4
4    D596   77     green               7.3
5    Z980   26     white red           5.1

Let’s say we are only interested in subjects where variable 1 contains a value in the A category:

Note the use of the -nb (--no_builtins) option here - this tells FUNPACK to ignore its built-in variable table, which contains information about the type of each UK BioBank variable, and would otherwise interfere with this example. You would almost never need to use this option normally.

funpack -nb -s "v1 contains 'A'" out.tsv data_22.tsv
cat out.tsv

eid     1-0.0   2-0.0   3-0.0   4-0.0
1       A481    54      red green blue  0.6
2       A590    24      yellow aqua     3.2

By default, FUNPACK will save columns containing non-numeric data to the main output file, just like any other column. However, there are a couple of options you can use to control what FUNPACK does with non-numeric data.

If you only care about numeric columns, you can use the --suppress_non_numerics option (-esn for short) - this tells FUNPACK to discard all columns that are not numeric:

funpack -nb -esn out.tsv data_22.tsv
cat out.tsv

eid     2-0.0   4-0.0
1       54      0.6
2       24      3.2
3       17      1.4
4       77      7.3
5       26      5.1

You can also tell FUNPACK to save all non-numeric columns to a separate file, using the --write_non_numerics option (-wnn for short):

funpack -nb -esn -wnn out.tsv data_22.tsv
cat out.tsv
cat out_non_numerics.tsv

eid     2-0.0   4-0.0
1       54      0.6
2       24      3.2
3       17      1.4
4       77      7.3
5       26      5.1
eid     1-0.0   3-0.0
1       A481    red green blue
2       A590    yellow aqua
3       B391    brown black purple
4       D596    green
5       Z980    white red

Dry run

The --dry_run (-d for short) option allows you to see what FUNPACK is going to do - it is useful to perform a dry run before running a large processing job, which could take a long time. For example, if we have a complicated configuration such as the following, we can use the --dry_run option to check that FUNPACK is going to do what we expect:

funpack                                  \
  -nb -d                                 \
  -nv  1   "7,8,9"                       \
  -re  2   "1,2,3" "100,200,300"         \
  -cv  3   "v4 != 20" "25"               \
  -cl  4   "makeNa('< 50')"              \
  -apr all "removeIfSparse(minpres=0.5)" \
  out.tsv data_01.tsv

funpack 3.8.1 dry run

Input data
  Loaded columns:        11
  Ignored columns:       0
  Unknown columns:       10
  Uncategorised columns: 0
  Loaded variables:      11

Cleaning

  NA Insertion: True
    1: [7.0, 8.0, 9.0]

  Cleaning functions: True
    4: [makeNa[cleaner](< 50)]

  Child value replacement: True
    3: [v4 != 20] -> [25.0]
  Categorical recoding: True
    2: [1.0, 2.0, 3.0] -> [100.0, 200.0, 300.0]

Processing: True
  1: ['all' list([])] -> [removeIfSparse[processor](minpres=0.5)]

Built-in rules

FUNPACK has a large number of hand-crafted rules built in, which are specific to variables found in the UK BioBank data set. These rules are part of the fmrib configuration, which can be used by adding -cfg fmrib to the command-line options.

We can use the --dry_run (-d for short) option, along with some dummy data files which just contain the UK BioBank column names, to get a summary of these rules:

funpack -cfg fmrib -d out.tsv ukbcols.csv

funpack 3.8.1 dry run

Input data
  Loaded columns:        25198
  Ignored columns:       0
  Unknown columns:       1
  Uncategorised columns: 1401
  Loaded variables:      7240

Cleaning

  NA Insertion: True
    19: [3.0, 6.0, 7.0]
    21: [-1.0, 4.0]
    23: [6.0, 7.0, 9.0]
    84: [-1.0, -3.0]
    87: [-1.0, -3.0]
    92: [-1.0, -3.0]
    129: [-1.0]
    130: [-1.0]
    400: [0.0]
    670: [-3.0]
    680: [-3.0]
    699: [-1.0, -3.0]
    709: [-1.0, -3.0]
    728: [-1.0, -3.0]
    738: [-1.0, -3.0]
    757: [-1.0, -3.0]
    767: [-1.0, -3.0]
    777: [-1.0, -3.0]
    796: [-1.0, -3.0]
    806: [-1.0, -3.0]
    816: [-1.0, -3.0]
    826: [-1.0, -3.0]
    845: [-1.0, -2.0, -3.0]
    864: [-1.0, -3.0]
    874: [-1.0, -3.0]
    884: [-1.0, -3.0]
    894: [-1.0, -3.0]
    904: [-1.0, -3.0]
    914: [-1.0, -3.0]
    924: [-3.0]
    943: [-1.0, -3.0]
    971: [-1.0, -3.0]
    981: [-1.0, -3.0]
    991: [-1.0, -3.0]
    1001: [-1.0, -3.0]
    1011: [-1.0, -3.0]
    1021: [-1.0, -3.0]
    1031: [-1.0, -3.0]
    1050: [-1.0, -3.0]
    1060: [-1.0, -3.0]
    1070: [-1.0, -3.0]
    1080: [-1.0, -3.0]
    1090: [-1.0, -3.0]
    1100: [-1.0, -3.0]
    1110: [-1.0, -3.0]
    1120: [-1.0, -3.0]
    1130: [-1.0, -3.0]
    1140: [-1.0, -3.0, 3.0]
    1150: [-1.0, -3.0]
    1160: [-1.0, -3.0]
    1170: [-1.0, -3.0]
    1180: [-1.0, -3.0]
    1190: [-3.0]
    1200: [-3.0]
    1210: [-1.0, -3.0]
    1220: [-1.0, -3.0]
    1239: [-3.0]
    1249: [-3.0]
    1259: [-3.0]
    1269: [-1.0, -3.0]
    1279: [-1.0, -3.0]
    1289: [-1.0, -3.0]
    1299: [-1.0, -3.0]
    1309: [-1.0, -3.0]
    1319: [-1.0, -3.0]
    1329: [-1.0, -3.0]
    1339: [-1.0, -3.0]
    1349: [-1.0, -3.0]
    1359: [-1.0, -3.0]
    1369: [-1.0, -3.0]
    1379: [-1.0, -3.0]
    1389: [-1.0, -3.0]
    1408: [-1.0, -3.0]
    1418: [-1.0, -3.0]
    1428: [-1.0, -3.0]
    1438: [-1.0, -3.0]
    1448: [-1.0, -3.0]
    1458: [-1.0, -3.0]
    1468: [-1.0, -3.0]
    1478: [-3.0]
    1488: [-1.0, -3.0]
    1498: [-1.0, -3.0]
    1508: [-1.0, -3.0]
    1518: [-3.0, -2.0]
    1528: [-1.0, -3.0]
    1538: [-3.0]
    1548: [-1.0, -3.0]
    1558: [-3.0]
    1568: [-1.0, -3.0]
    1578: [-1.0, -3.0]
    1588: [-1.0, -3.0]
    1598: [-1.0, -3.0]
    1608: [-1.0, -3.0]
    1618: [-1.0, -3.0]
    1628: [-1.0, -3.0]
    1647: [-1.0, -3.0]
    1677: [-1.0, -3.0]
    1687: [-1.0, -3.0]
    1697: [-1.0, -3.0]
    1707: [-3.0]
    1717: [-1.0, -3.0]
    1727: [-1.0, -3.0]
    1737: [-1.0, -3.0]
    1747: [-1.0, -3.0]
    1757: [-1.0, -3.0]
    1767: [-1.0, -3.0]
    1777: [-1.0, -3.0]
    1787: [-1.0, -3.0]
    1797: [-1.0, -3.0]
    1807: [-1.0, -3.0]
    1835: [-1.0, -3.0]
    1845: [-1.0, -3.0]
    1873: [-1.0, -3.0]
    1883: [-1.0, -3.0]
    1920: [-1.0, -3.0]
    1930: [-1.0, -3.0]
    1940: [-1.0, -3.0]
    1950: [-1.0, -3.0]
    1960: [-1.0, -3.0]
    1970: [-1.0, -3.0]
    1980: [-1.0, -3.0]
    1990: [-1.0, -3.0]
    2000: [-1.0, -3.0]
    2010: [-1.0, -3.0]
    2020: [-1.0, -3.0]
    2030: [-1.0, -3.0]
    2040: [-1.0, -3.0]
    2050: [-1.0, -3.0]
    2060: [-1.0, -3.0]
    2070: [-1.0, -3.0]
    2080: [-1.0, -3.0]
    2090: [-1.0, -3.0]
    2100: [-1.0, -3.0]
    2110: [-1.0, -3.0]
    2139: [-1.0, -3.0]
    2149: [-1.0, -3.0]
    2159: [-3.0]
    2178: [-1.0, -3.0]
    2188: [-1.0, -3.0]
    2207: [-3.0]
    2217: [-1.0, -3.0]
    2227: [-3.0]
    2237: [-3.0]
    2247: [-1.0, -3.0]
    2257: [-1.0, -3.0]
    2267: [-1.0, -3.0]
    2277: [-1.0, -3.0]
    2296: [-3.0]
    2306: [-1.0, -3.0]
    2316: [-1.0, -3.0]
    2335: [-1.0, -3.0]
    2345: [-1.0, -3.0]
    2355: [-1.0, -3.0]
    2365: [-1.0, -3.0]
    2375: [-1.0, -3.0]
    2385: [-1.0, -3.0]
    2395: [-1.0, -3.0]
    2405: [-1.0, -3.0]
    2415: [-1.0, -3.0]
    2443: [-1.0, -3.0]
    2453: [-1.0, -3.0]
    2463: [-1.0, -3.0]
    2473: [-1.0, -3.0]
    2492: [-1.0, -3.0]
    2624: [-1.0, -3.0]
    2634: [-1.0, -3.0]
    2644: [-1.0, -3.0]
    2654: [-1.0, -3.0]
    2664: [-1.0, -3.0]
    2674: [-1.0, -3.0]
    2684: [-1.0, -3.0]
    2694: [-1.0, -3.0]
    2704: [-1.0, -3.0]
    2714: [-1.0, -3.0]
    2724: [-3.0]
    2734: [-3.0]
    2744: [-1.0, -3.0]
    2754: [-3.0, -4.0]
    2764: [-3.0, -4.0]
    2774: [-1.0, -3.0]
    2784: [-1.0, -3.0]
    2794: [-1.0, -3.0]
    2804: [-1.0, -3.0]
    2814: [-1.0, -3.0]
    2824: [-1.0, -3.0]
    2834: [-3.0, -5.0]
    2844: [-1.0, -3.0]
    2867: [-1.0, -3.0]
    2877: [-3.0]
    2887: [-1.0]
    2897: [-1.0, -3.0]
    2907: [-1.0, -3.0]
    2926: [-1.0, -3.0]
    2936: [-1.0, -3.0]
    2946: [-1.0, -3.0]
    2956: [-1.0, -3.0]
    2966: [-1.0, -3.0]
    2976: [-1.0, -3.0]
    2986: [-1.0, -3.0]
    3005: [-1.0, -3.0]
    3166: [Timestamp('1900-01-01 00:00:00')]
    3393: [-3.0]
    3404: [-1.0, -3.0]
    3414: [-1.0, -3.0]
    3426: [-1.0, -3.0]
    3436: [-1.0, -3.0]
    3446: [-3.0]
    3456: [-1.0, -3.0]
    3466: [-1.0, -3.0]
    3476: [-3.0]
    3486: [-3.0]
    3496: [-3.0]
    3506: [-3.0]
    3526: [-1.0, -3.0]
    3536: [-1.0, -3.0]
    3546: [-1.0, -3.0]
    3571: [-1.0, -3.0]
    3581: [-1.0, -3.0]
    3591: [-3.0, -5.0]
    3606: [-3.0]
    3616: [-1.0, -3.0]
    3627: [-1.0, -3.0]
    3637: [-1.0, -3.0]
    3647: [-1.0, -3.0]
    3659: [-1.0, -3.0]
    3669: [-1.0, -3.0]
    3680: [-1.0, -3.0]
    3700: [-1.0, -3.0]
    3710: [-1.0, -3.0]
    3720: [-1.0, -3.0]
    3731: [-3.0]
    3741: [-1.0, -3.0]
    3751: [-3.0]
    3761: [-1.0, -3.0]
    3773: [-1.0, -3.0]
    3786: [-1.0, -3.0]
    3799: [-1.0, -3.0]
    3809: [-1.0, -3.0]
    3829: [-1.0, -3.0]
    3839: [-1.0, -3.0]
    3849: [-1.0, -3.0]
    3859: [-1.0, -3.0]
    3872: [-3.0, -4.0]
    3882: [-1.0, -3.0]
    3894: [-1.0, -3.0]
    3912: [-1.0, -3.0]
    3942: [-1.0, -3.0]
    3972: [-1.0, -3.0]
    3982: [-1.0, -3.0]
    3992: [-1.0, -3.0]
    4012: [-1.0, -3.0]
    4022: [-1.0, -3.0]
    4041: [-1.0, -3.0]
    4056: [-1.0, -3.0]
    4067: [-1.0, -3.0]
    4081: [-1.0]
    4092: [3.0, 6.0, 7.0]
    4095: [3.0, 6.0, 7.0]
    4186: [6.0, 7.0]
    4233: [-99999.0]
    4237: [-1.0]
    4244: [-99999.0]
    4247: [-1.0]
    4282: [-1.0]
    4283: [-1.0]
    4407: [-1.0, -3.0]
    4418: [-1.0, -3.0]
    4429: [-1.0, -3.0]
    4440: [-1.0, -3.0]
    4451: [-1.0, -3.0]
    4462: [-1.0, -3.0]
    4501: [-1.0, -3.0]
    4526: [-1.0, -3.0]
    4537: [-1.0, -3.0, 7.0]
    4548: [-1.0, -3.0]
    4559: [-1.0, -3.0]
    4570: [-1.0, -3.0]
    4581: [-1.0, -3.0]
    4598: [-1.0, -3.0]
    4609: [-1.0, -3.0]
    4620: [-1.0, -3.0]
    4631: [-1.0, -3.0]
    4642: [-1.0, -3.0]
    4653: [-1.0, -3.0]
    4674: [-1.0, -3.0]
    4689: [-1.0, -3.0]
    4700: [-1.0, -3.0]
    4717: [-1.0, -3.0]
    4728: [-1.0, -3.0]
    4792: [-3.0]
    4803: [-1.0, -3.0]
    4814: [-1.0, -3.0]
    4825: [-1.0, -3.0]
    4836: [-1.0, -3.0]
    4935: [-1.0, -3.0]
    4946: [-1.0, -3.0]
    4957: [-1.0, -3.0]
    4968: [-1.0, -3.0]
    4979: [-1.0, -3.0]
    4990: [-1.0, -3.0]
    5001: [-1.0, -3.0]
    5012: [-1.0, -3.0]
    5057: [-1.0, -3.0]
    5185: [6.0, 7.0]
    5187: [6.0, 7.0]
    5189: [6.0, 7.0]
    5191: [6.0, 7.0]
    5194: [6.0, 7.0]
    5196: [6.0, 7.0]
    5364: [-1.0, -3.0]
    5375: [-1.0, -3.0]
    5386: [-1.0, -3.0]
    5430: [-1.0, -3.0]
    5452: [-1.0, -3.0]
    5463: [-1.0, -3.0]
    5474: [-1.0, -3.0]
    5485: [-1.0, -3.0]
    5496: [-1.0, -3.0]
    5507: [-1.0, -3.0]
    5518: [-1.0, -3.0]
    5529: [-1.0, -3.0]
    5540: [-1.0, -3.0]
    5556: [-1.0, -3.0]
    5663: [-1.0, -3.0]
    5674: [-1.0, -3.0]
    5699: [-1.0, -3.0]
    5779: [-1.0, -3.0]
    5790: [-1.0, -3.0]
    5866: [-1.0, -3.0]
    5901: [-1.0, -3.0]
    5923: [-1.0, -3.0]
    5945: [-1.0, -3.0]
    5959: [-3.0]
    6019: [6.0, 7.0]
    6070: [6.0, 7.0]
    6072: [6.0, 7.0]
    6138: [-7.0, -3.0]
    6139: [-1.0, -3.0]
    6140: [-1.0, -3.0]
    6141: [-3.0]
    6142: [-3.0]
    6143: [-3.0]
    6144: [-3.0]
    6145: [-3.0]
    6146: [-1.0, -3.0]
    6147: [-1.0, -3.0]
    6148: [-1.0, -3.0]
    6149: [-3.0]
    6150: [-3.0]
    6151: [-1.0, -3.0]
    6152: [-3.0]
    6153: [-1.0, -3.0]
    6154: [-1.0, -3.0]
    6155: [-3.0]
    6157: [-1.0, -3.0]
    6158: [-1.0, -3.0]
    6159: [-3.0]
    6160: [-3.0]
    6162: [-3.0]
    6164: [-3.0]
    6177: [-1.0, -3.0]
    6179: [-3.0]
    6183: [-1.0]
    6194: [-1.0, -3.0]
    6348: [0.0]
    6350: [0.0]
    10004: [-1.0, -3.0]
    10005: [-1.0, -3.0]
    10006: [-3.0]
    10007: [-3.0]
    10016: [-1.0, -3.0]
    10105: [-3.0]
    10114: [-3.0]
    10115: [-1.0, -3.0]
    10132: [-3.0]
    10138: [0.0]
    10612: [-1.0]
    10711: [9.0]
    10721: [-1.0, -3.0]
    10722: [-3.0, -7.0]
    10723: [-3.0]
    10740: [-3.0]
    10749: [-1.0, -3.0]
    10767: [-1.0, -3.0]
    10776: [-1.0, -3.0]
    10793: [-1.0, -3.0]
    10818: [-1.0, -3.0]
    10827: [-1.0]
    10844: [-1.0, -3.0]
    10853: [-1.0, -3.0]
    10854: [-3.0]
    10855: [-3.0]
    10860: [-1.0, -3.0]
    10877: [-1.0, -3.0]
    10886: [-1.0, -3.0, 3.0]
    10895: [-3.0]
    10912: [-3.0]
    10953: [-1.0, -3.0]
    10962: [-1.0, -3.0]
    10971: [-1.0, -3.0]
    12706: [1.0, 99.0]
    20006: [-1.0, -3.0]
    20007: [-1.0, -3.0]
    20008: [-1.0, -3.0]
    20009: [-1.0, -3.0]
    20010: [-1.0, -3.0]
    20011: [-1.0, -3.0]
    20012: [-1.0, -3.0]
    20013: [-1.0, -3.0]
    20014: [-1.0, -3.0]
    20107: [-11.0, -13.0, -21.0, -23.0]
    20110: [-11.0, -13.0, -21.0, -23.0]
    20111: [-11.0, -13.0, -21.0, -23.0]
    20112: [-11.0, -13.0, -21.0, -23.0]
    20113: [-11.0, -13.0, -21.0, -23.0]
    20114: [-11.0, -13.0, -21.0, -23.0]
    20116: [-3.0]
    20117: [-3.0]
    20119: [-3.0]
    20133: [-1.0]
    20149: [-1.0]
    20155: [-1.0]
    20401: [-121.0, -818.0]
    20403: [-818.0]
    20404: [-121.0, -818.0]
    20405: [-818.0]
    20406: [-121.0, -818.0]
    20407: [-818.0]
    20408: [-818.0]
    20409: [-818.0]
    20410: [-121.0, -818.0]
    20411: [-818.0]
    20412: [-818.0]
    20414: [-818.0]
    20415: [-818.0]
    20416: [-818.0]
    20417: [-121.0]
    20418: [-818.0]
    20419: [-121.0]
    20421: [-121.0, -818.0]
    20422: [-121.0]
    20423: [-121.0]
    20425: [-121.0, -818.0]
    20426: [-121.0]
    20427: [-121.0]
    20428: [-121.0, -818.0]
    20429: [-121.0]
    20431: [-121.0, -818.0]
    20432: [-818.0]
    20433: [-121.0, -818.0]
    20434: [-121.0, -818.0]
    20435: [-121.0, -818.0]
    20436: [-121.0, -818.0]
    20437: [-121.0, -818.0]
    20438: [-818.0]
    20439: [-121.0, -818.0]
    20440: [-818.0]
    20441: [-818.0]
    20442: [-818.0]
    20445: [-818.0, -313.0, -121.0]
    20446: [-818.0]
    20447: [-818.0]
    20448: [-121.0, -818.0]
    20449: [-121.0, -818.0]
    20450: [-121.0, -818.0]
    20453: [-818.0]
    20454: [-121.0, -818.0]
    20456: [-121.0, -818.0]
    20457: [-818.0]
    20458: [-121.0, -818.0]
    20459: [-121.0, -818.0]
    20460: [-121.0, -818.0]
    20463: [-121.0, -818.0]
    20465: [-121.0, -818.0]
    20466: [-121.0, -818.0]
    20467: [-818.0]
    20468: [-121.0, -818.0]
    20470: [-121.0, -818.0]
    20471: [-121.0, -818.0]
    20473: [-121.0, -818.0]
    20474: [-121.0, -818.0]
    20476: [-121.0, -818.0]
    20477: [-121.0, -818.0]
    20479: [-818.0]
    20480: [-818.0]
    20481: [-818.0]
    20482: [-818.0]
    20483: [-818.0]
    20484: [-818.0]
    20485: [-818.0]
    20486: [-818.0]
    20487: [-818.0]
    20488: [-818.0]
    20489: [-818.0]
    20490: [-818.0]
    20491: [-818.0]
    20492: [-121.0, -818.0]
    20493: [-121.0, -818.0]
    20494: [-818.0]
    20495: [-818.0]
    20496: [-818.0]
    20497: [-818.0]
    20498: [-818.0]
    20499: [-121.0, -818.0]
    20500: [-121.0, -818.0]
    20501: [-121.0, -818.0]
    20502: [-121.0, -818.0]
    20505: [-818.0]
    20506: [-818.0]
    20507: [-818.0]
    20508: [-818.0]
    20509: [-818.0]
    20510: [-818.0]
    20511: [-818.0]
    20512: [-818.0]
    20513: [-818.0]
    20514: [-818.0]
    20515: [-818.0]
    20516: [-818.0]
    20517: [-818.0]
    20518: [-818.0]
    20519: [-818.0]
    20520: [-818.0]
    20521: [-818.0]
    20522: [-818.0]
    20523: [-818.0]
    20524: [-818.0]
    20525: [-818.0]
    20526: [-818.0]
    20527: [-818.0]
    20528: [-818.0]
    20529: [-818.0]
    20530: [-818.0]
    20531: [-818.0]
    20532: [-121.0, -818.0]
    20536: [-121.0, -818.0]
    20537: [-121.0, -818.0]
    20538: [-121.0, -818.0]
    20539: [-121.0, -818.0]
    20540: [-121.0, -818.0]
    20541: [-121.0, -818.0]
    20542: [-121.0, -818.0]
    20543: [-121.0, -818.0]
    20544: [-818.0, -819.0]
    20546: [-818.0]
    20547: [-818.0]
    20548: [-818.0]
    20549: [-818.0]
    20550: [-818.0]
    20551: [-818.0]
    20553: [-818.0]
    20554: [-818.0]
    21000: [-1.0, -3.0]
    21024: [-121.0, -818.0]
    21025: [-818.0]
    21026: [-313.0, -818.0]
    21027: [-818.0]
    21028: [-818.0]
    21029: [-818.0]
    21030: [-818.0]
    21031: [-818.0]
    21032: [-818.0]
    21033: [-818.0]
    21034: [-818.0]
    21035: [-818.0]
    21036: [-818.0]
    21037: [-818.0]
    21038: [-818.0]
    21039: [-818.0]
    21040: [-818.0]
    21041: [-818.0]
    21042: [-818.0]
    21043: [-818.0]
    21044: [-818.0]
    21045: [-313.0, -818.0]
    21046: [Timestamp('1910-01-01 00:00:00'), Timestamp('1920-01-01 00:00:00'), Timestamp('1930-01-01 00:00:00')]
    21047: [-313.0, -818.0]
    21048: [-818.0]
    21049: [-818.0]
    21050: [-313.0, -818.0]
    21051: [-818.0]
    21052: [-818.0]
    21053: [-818.0]
    21054: [-818.0]
    21055: [-818.0]
    21056: [-818.0]
    21057: [-313.0, -818.0]
    21058: [-818.0]
    21059: [-818.0]
    21060: [-818.0]
    21061: [-818.0]
    21062: [-818.0]
    21063: [-818.0]
    21064: [-121.0, -818.0]
    21065: [-121.0, -818.0]
    21066: [-121.0, -818.0]
    21067: [-121.0, -818.0]
    21068: [-121.0, -818.0]
    21069: [-818.0]
    21070: [-818.0]
    21071: [-818.0]
    21072: [-818.0, -906.0]
    21073: [-818.0]
    21074: [-818.0]
    21075: [-818.0]
    21076: [-818.0]
    22021: [-1.0]
    22499: [-818.0]
    22501: [-1.0, -2.0, -3.0]
    22506: [-818.0]
    22508: [-818.0]
    22603: [-313.0]
    22606: [-121.0]
    22607: [-121.0]
    22608: [-121.0]
    22609: [-121.0]
    22610: [-121.0]
    22611: [-121.0]
    22612: [-121.0]
    22613: [-121.0]
    22614: [-121.0]
    22615: [-121.0]
    22660: [-121.0, -818.0]
    22664: [-313.0]
    22670: [0.0]
    22671: [0.0]
    22672: [0.0]
    22673: [0.0]
    22674: [0.0]
    22675: [0.0]
    22676: [0.0]
    22677: [0.0]
    22678: [0.0]
    22679: [0.0]
    22680: [0.0]
    22681: [0.0]
    22700: [Timestamp('1904-04-04 00:00:00')]
    25756: [-999999.0]
    25757: [-999999.0]
    25758: [-999999.0]
    25759: [-999999.0]
    41266: ['9', 'X']
    41267: [99.0]
    41276: [99.0]
    41284: [9999.0]
    42000: [Timestamp('1900-01-01 00:00:00')]
    42002: [Timestamp('1900-01-01 00:00:00')]
    42004: [Timestamp('1900-01-01 00:00:00')]
    42006: [Timestamp('1900-01-01 00:00:00')]
    42008: [Timestamp('1900-01-01 00:00:00')]
    42010: [Timestamp('1900-01-01 00:00:00')]
    42012: [Timestamp('1900-01-01 00:00:00')]
    42014: [Timestamp('1900-01-01 00:00:00')]
    42016: [Timestamp('1900-01-01 00:00:00')]
    42018: [Timestamp('1900-01-01 00:00:00')]
    42020: [Timestamp('1900-01-01 00:00:00')]
    42022: [Timestamp('1900-01-01 00:00:00')]
    42024: [Timestamp('1900-01-01 00:00:00')]
    42026: [Timestamp('1900-01-01 00:00:00')]
    42028: [Timestamp('1900-01-01 00:00:00')]
    42030: [Timestamp('1900-01-01 00:00:00')]
    42032: [Timestamp('1900-01-01 00:00:00')]
    42034: [Timestamp('1900-01-01 00:00:00')]
    42036: [Timestamp('1900-01-01 00:00:00')]
    100370: [111.0]
    100380: [111.0]
    100490: [111.0]
    100500: [111.0]
    100900: [111.0]
    100910: [111.0]
    103120: [222.0, 313.0]
    103130: [222.0, 313.0]
    130000: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130002: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130004: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130006: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130008: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130010: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130012: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130014: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130016: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130018: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130020: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130022: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130024: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130026: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130028: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130030: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130034: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130036: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130038: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130040: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130042: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130044: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130046: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130048: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130050: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130052: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130054: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130058: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130060: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130062: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130064: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130066: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130068: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130070: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130072: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130074: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130076: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130078: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130080: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130082: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130084: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130086: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130088: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130090: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130092: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130094: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130096: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130100: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130102: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130104: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130106: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130108: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130112: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130114: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130116: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130118: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130120: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130122: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130124: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130126: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130128: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130130: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130132: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130134: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130136: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130138: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130140: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130142: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130144: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130146: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130148: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130150: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130152: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130154: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130156: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130158: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130160: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130162: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130164: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130168: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130170: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130174: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130176: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130178: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130180: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130184: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130186: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130188: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130190: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130192: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130194: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130196: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130198: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130200: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130202: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130204: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130206: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130208: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130210: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130212: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130214: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130216: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130218: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130220: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130222: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130224: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130226: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130228: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130230: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130232: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130234: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130236: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130240: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130242: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130244: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130246: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130248: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130250: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130252: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130254: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130256: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130258: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130260: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130262: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130264: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130266: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130270: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130272: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130274: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130276: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130280: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130282: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130284: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130286: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130288: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130292: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130296: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130298: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130300: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130302: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130304: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130306: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130308: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130310: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130312: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130314: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130316: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130318: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130320: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130322: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130324: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130326: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130328: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130330: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130334: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130336: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130338: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130340: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130342: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130344: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130622: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130624: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130626: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130628: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130630: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130632: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130634: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130636: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130638: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130640: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130642: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130644: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130646: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130648: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130650: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130652: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130654: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130656: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130658: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130660: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130662: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130664: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130666: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130668: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130670: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130672: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130674: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130676: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130678: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130680: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130682: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130684: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130686: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130688: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130692: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130694: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130696: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130698: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130700: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130702: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130704: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130706: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130708: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130710: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130712: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130714: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130716: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130718: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130720: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130722: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130724: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130726: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130728: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130730: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130732: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130734: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130736: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130738: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130740: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130742: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130744: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130746: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130748: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130752: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130756: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130758: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130760: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130762: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130764: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130766: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130768: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130770: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130772: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130774: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130776: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130778: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130780: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130782: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130784: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130786: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130788: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130790: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130792: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130794: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130796: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130798: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130800: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130802: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130804: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130806: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130808: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130810: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130812: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130814: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130816: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130818: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130820: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130822: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130824: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130826: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130828: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130830: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130832: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130836: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130838: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130840: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130842: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130844: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130846: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130848: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130850: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130852: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130854: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130856: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130858: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130860: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130862: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130864: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130866: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130868: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130870: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130872: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130874: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130876: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130878: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130880: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130882: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130884: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130886: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130888: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130890: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130892: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130894: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130896: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130898: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130900: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130902: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130904: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130906: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130908: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130910: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130912: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130914: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130916: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130918: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130920: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130922: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130924: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130926: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130928: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130930: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130932: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130934: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130936: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130938: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130940: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130942: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130944: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130946: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130948: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130950: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130952: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130954: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130958: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130960: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130962: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130964: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130966: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130970: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130972: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130974: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130976: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130978: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130980: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130982: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130984: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130986: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130988: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130990: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130992: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130994: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130996: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    130998: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131000: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131002: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131004: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131006: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131008: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131010: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131012: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131014: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131016: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131018: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131020: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131022: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131024: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131026: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131028: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131030: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131032: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131036: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131038: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131040: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131042: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131044: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131046: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131048: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131050: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131052: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131054: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131056: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131058: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131060: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131062: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131064: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131066: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131068: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131070: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131072: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131074: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131076: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131078: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131080: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131082: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131084: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131086: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131088: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131090: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131092: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131094: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131096: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131098: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131100: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131102: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131104: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131106: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131108: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131110: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131112: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131114: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131116: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131118: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131120: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131122: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131124: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131126: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131128: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131130: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131132: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131134: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131136: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131138: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131140: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131142: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131144: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131146: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131148: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131150: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131152: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131154: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131156: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131158: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131160: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131162: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131164: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131166: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131168: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131170: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131172: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131174: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131176: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131178: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131180: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131182: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131184: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131186: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131188: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131190: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131192: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131194: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131196: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131198: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131200: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131202: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131204: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131206: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131208: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131210: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131212: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131214: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131216: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131218: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131220: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131222: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131224: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131226: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131228: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131230: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131232: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131234: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131236: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131238: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131240: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131242: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131244: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131246: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131248: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131250: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131252: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131254: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131256: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131258: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131260: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131262: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131264: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131266: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131268: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131270: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131272: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131274: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131276: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131278: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131280: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131282: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131284: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131286: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131288: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131290: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131292: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131294: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131296: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131298: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131300: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131302: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131304: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131306: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131308: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131310: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131312: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131314: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131316: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131318: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131320: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131322: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131324: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131326: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131328: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131330: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131332: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131334: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131336: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131338: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131340: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131342: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131344: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131346: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131348: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131350: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131352: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131354: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131356: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131358: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131360: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131362: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131364: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131366: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131368: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131370: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131372: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131374: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131376: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131378: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131380: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131382: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131384: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131386: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131388: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131390: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131392: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131394: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131396: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131398: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131400: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131402: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131404: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131406: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131408: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131410: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131412: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131414: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131416: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131418: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131420: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131422: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131424: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131426: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131428: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131430: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131432: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131434: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131436: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131438: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131440: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131442: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131444: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131446: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131448: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131450: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131452: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131454: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131456: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131458: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131460: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131462: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131464: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131466: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131468: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131470: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131472: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131474: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131476: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131478: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131480: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131482: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131484: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131486: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131488: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131490: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131492: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131494: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131496: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131498: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131500: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131502: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131504: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131506: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131508: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131512: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131514: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131516: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131518: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131520: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131522: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131524: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131526: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131528: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131530: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131532: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131534: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131536: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131538: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131540: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131542: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131544: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131546: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131548: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131550: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131552: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131554: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131556: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131558: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131560: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131562: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131564: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131566: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131568: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131570: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131572: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131574: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131576: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131578: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131580: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131582: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131584: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131586: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131588: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131590: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131592: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131594: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131596: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131598: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131600: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131602: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131604: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131606: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131608: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131610: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131612: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131614: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131616: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131618: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131620: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131622: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131624: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131626: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131628: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131630: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131632: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131634: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131636: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131638: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131640: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131642: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131644: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131646: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131648: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131650: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131652: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131654: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131656: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131658: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131660: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131662: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131664: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131666: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131668: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131670: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131672: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131674: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131676: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131678: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131680: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131682: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131684: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131686: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131688: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131690: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131692: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131694: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131696: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131698: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131700: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131702: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131704: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131706: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131708: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131710: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131712: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131714: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131716: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131718: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131720: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131722: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131724: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131726: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131728: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131730: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131732: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131734: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131736: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131738: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131740: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131742: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131744: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131746: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131748: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131750: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131754: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131756: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131758: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131760: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131762: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131764: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131766: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131768: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131770: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131772: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131774: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131776: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131778: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131780: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131782: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131784: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131786: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131788: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131790: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131792: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131794: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131796: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131798: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131800: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131802: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131804: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131806: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131808: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131810: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131812: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131814: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131816: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131818: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131820: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131822: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131824: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131826: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131828: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131830: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131832: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131834: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131836: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131838: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131840: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131842: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131844: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131846: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131848: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131850: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131852: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131854: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131858: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131860: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131862: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131864: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131866: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131868: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131870: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131872: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131874: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131876: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131878: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131880: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131882: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131884: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131886: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131888: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131890: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131892: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131894: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131896: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131898: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131900: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131902: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131904: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131906: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131908: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131910: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131912: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131914: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131916: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131918: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131920: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131922: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131924: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131926: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131928: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131930: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131932: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131934: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131936: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131938: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131940: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131942: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131944: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131946: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131948: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131950: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131952: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131954: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131956: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131958: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131960: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131962: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131964: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131966: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131968: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131970: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131972: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131974: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131976: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131978: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131980: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131982: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131984: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131986: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131988: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131990: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131992: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131994: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131996: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    131998: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132000: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132002: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132004: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132006: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132008: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132010: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132012: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132014: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132016: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132018: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132020: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132022: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132024: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132026: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132028: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132030: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132032: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132034: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132036: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132038: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132040: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132042: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132044: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132046: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132048: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132050: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132052: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132054: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132056: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132058: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132060: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132062: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132064: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132066: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132068: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132070: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132072: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132074: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132076: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132078: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132080: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132082: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132084: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132086: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132088: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132090: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132092: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132094: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132096: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132098: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132100: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132102: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132104: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132106: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132108: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132110: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132112: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132114: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132116: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132118: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132120: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132122: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132124: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132126: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132128: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132130: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132132: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132134: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132136: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132138: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132140: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132142: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132144: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132146: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132148: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132150: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132152: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132154: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132156: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132158: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132160: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132162: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132164: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132166: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132168: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132170: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132172: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132174: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132176: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132178: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132180: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132182: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132184: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132186: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132188: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132190: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132192: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132194: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132196: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132198: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132200: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132202: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132204: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132206: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132208: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132210: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132212: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132214: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132216: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132218: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132220: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132222: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132224: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132226: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132228: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132230: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132232: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132234: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132236: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132238: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132240: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132242: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132244: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132246: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132248: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132250: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132252: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132254: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132256: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132258: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132260: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132262: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132264: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132266: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132268: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132270: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132272: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132274: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132276: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132278: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132280: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132282: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132284: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132286: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132288: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132290: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132292: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132294: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132296: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132298: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132300: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132302: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132306: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132310: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132312: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132314: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132318: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132320: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132322: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132324: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132326: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132328: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132330: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132332: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132334: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132336: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132338: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132340: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132342: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132344: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132346: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132348: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132350: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132352: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132354: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132356: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132358: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132360: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132362: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132364: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132366: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132368: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132370: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132372: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132374: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132376: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132378: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132380: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132382: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132388: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132390: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132394: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132396: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132398: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132410: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132416: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132420: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132422: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132426: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132428: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132430: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132432: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132434: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132436: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132438: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132440: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132442: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132444: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132446: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132448: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132450: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132452: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132454: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132456: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132458: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132460: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132462: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132464: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132466: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132468: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132470: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132472: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132474: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132476: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132478: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132480: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132482: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132484: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132486: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132488: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132490: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132492: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132494: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132496: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132498: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132500: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132502: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132504: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132506: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132508: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132510: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132512: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132514: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132516: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132518: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132520: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132522: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132524: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132526: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132528: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132530: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132532: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132534: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132536: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132538: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132540: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132542: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132544: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132546: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132548: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132550: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132552: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132554: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132556: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132558: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132560: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132562: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132564: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132566: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132568: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132570: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132572: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132574: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132576: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132578: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132580: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132582: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132584: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132586: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132588: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132590: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132592: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132594: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132596: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132598: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132600: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132602: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]
    132604: [Timestamp('1900-01-01 00:00:00'), Timestamp('1901-01-01 00:00:00'), Timestamp('1902-02-02 00:00:00'), Timestamp('1903-03-03 00:00:00'), Timestamp('2037-07-07 00:00:00')]

  Cleaning functions: True
    53: [normalisedDate[cleaner]()]
    191: [normalisedDate[cleaner]()]
    200: [normalisedDate[cleaner]()]
    3060: [normalisedAcquisitionTime[cleaner]()]
    3066: [parseSpirometryData[cleaner]()]
    3166: [normalisedAcquisitionTime[cleaner]()]
    4286: [normalisedAcquisitionTime[cleaner]()]
    4289: [normalisedAcquisitionTime[cleaner]()]
    10697: [parseSpirometryData[cleaner]()]
    20025: [normalisedAcquisitionTime[cleaner]()]
    20035: [normalisedAcquisitionTime[cleaner]()]
    20078: [normalisedDate[cleaner]()]
    20134: [normalisedAcquisitionTime[cleaner]()]
    20135: [normalisedAcquisitionTime[cleaner]()]
    20136: [normalisedAcquisitionTime[cleaner]()]
    20137: [normalisedAcquisitionTime[cleaner]()]
    20138: [normalisedAcquisitionTime[cleaner]()]
    20140: [normalisedAcquisitionTime[cleaner]()]
    20400: [normalisedDate[cleaner]()]
    21023: [normalisedAcquisitionTime[cleaner]()]
    21046: [normalisedDate[cleaner]()]
    21811: [normalisedAcquisitionTime[cleaner]()]
    21821: [normalisedAcquisitionTime[cleaner]()]
    21822: [normalisedAcquisitionTime[cleaner]()]
    21823: [normalisedAcquisitionTime[cleaner]()]
    21825: [normalisedAcquisitionTime[cleaner]()]
    21831: [normalisedAcquisitionTime[cleaner]()]
    21832: [normalisedAcquisitionTime[cleaner]()]
    21833: [normalisedAcquisitionTime[cleaner]()]
    21834: [normalisedAcquisitionTime[cleaner]()]
    21836: [normalisedAcquisitionTime[cleaner]()]
    21838: [normalisedAcquisitionTime[cleaner]()]
    21841: [normalisedAcquisitionTime[cleaner]()]
    21842: [normalisedAcquisitionTime[cleaner]()]
    21851: [normalisedAcquisitionTime[cleaner]()]
    21861: [normalisedAcquisitionTime[cleaner]()]
    21862: [normalisedAcquisitionTime[cleaner]()]
    21863: [normalisedAcquisitionTime[cleaner]()]
    21864: [normalisedAcquisitionTime[cleaner]()]
    21865: [normalisedAcquisitionTime[cleaner]()]
    21866: [normalisedAcquisitionTime[cleaner]()]
    21871: [normalisedAcquisitionTime[cleaner]()]
    22500: [normalisedDate[cleaner]()]
    22700: [normalisedDate[cleaner]()]
    23048: [normalisedDate[cleaner]()]
    30002: [normalisedAcquisitionTime[cleaner]()]
    30012: [normalisedAcquisitionTime[cleaner]()]
    30022: [normalisedAcquisitionTime[cleaner]()]
    30032: [normalisedAcquisitionTime[cleaner]()]
    30042: [normalisedAcquisitionTime[cleaner]()]
    30052: [normalisedAcquisitionTime[cleaner]()]
    30062: [normalisedAcquisitionTime[cleaner]()]
    30072: [normalisedAcquisitionTime[cleaner]()]
    30082: [normalisedAcquisitionTime[cleaner]()]
    30092: [normalisedAcquisitionTime[cleaner]()]
    30102: [normalisedAcquisitionTime[cleaner]()]
    30112: [normalisedAcquisitionTime[cleaner]()]
    30122: [normalisedAcquisitionTime[cleaner]()]
    30132: [normalisedAcquisitionTime[cleaner]()]
    30142: [normalisedAcquisitionTime[cleaner]()]
    30152: [normalisedAcquisitionTime[cleaner]()]
    30162: [normalisedAcquisitionTime[cleaner]()]
    30172: [normalisedAcquisitionTime[cleaner]()]
    30182: [normalisedAcquisitionTime[cleaner]()]
    30192: [normalisedAcquisitionTime[cleaner]()]
    30202: [normalisedAcquisitionTime[cleaner]()]
    30212: [normalisedAcquisitionTime[cleaner]()]
    30222: [normalisedAcquisitionTime[cleaner]()]
    30232: [normalisedAcquisitionTime[cleaner]()]
    30242: [normalisedAcquisitionTime[cleaner]()]
    30252: [normalisedAcquisitionTime[cleaner]()]
    30262: [normalisedAcquisitionTime[cleaner]()]
    30272: [normalisedAcquisitionTime[cleaner]()]
    30282: [normalisedAcquisitionTime[cleaner]()]
    30292: [normalisedAcquisitionTime[cleaner]()]
    30302: [normalisedAcquisitionTime[cleaner]()]
    30502: [normalisedDate[cleaner]()]
    30512: [normalisedDate[cleaner]()]
    30522: [normalisedDate[cleaner]()]
    30532: [normalisedDate[cleaner]()]
    30601: [normalisedDate[cleaner]()]
    30611: [normalisedDate[cleaner]()]
    30621: [normalisedDate[cleaner]()]
    30631: [normalisedDate[cleaner]()]
    30641: [normalisedDate[cleaner]()]
    30651: [normalisedDate[cleaner]()]
    30661: [normalisedDate[cleaner]()]
    30671: [normalisedDate[cleaner]()]
    30681: [normalisedDate[cleaner]()]
    30691: [normalisedDate[cleaner]()]
    30701: [normalisedDate[cleaner]()]
    30711: [normalisedDate[cleaner]()]
    30721: [normalisedDate[cleaner]()]
    30731: [normalisedDate[cleaner]()]
    30741: [normalisedDate[cleaner]()]
    30751: [normalisedDate[cleaner]()]
    30761: [normalisedDate[cleaner]()]
    30771: [normalisedDate[cleaner]()]
    30781: [normalisedDate[cleaner]()]
    30791: [normalisedDate[cleaner]()]
    30801: [normalisedDate[cleaner]()]
    30811: [normalisedDate[cleaner]()]
    30821: [normalisedDate[cleaner]()]
    30831: [normalisedDate[cleaner]()]
    30841: [normalisedDate[cleaner]()]
    30851: [normalisedDate[cleaner]()]
    30861: [normalisedDate[cleaner]()]
    30871: [normalisedDate[cleaner]()]
    30881: [normalisedDate[cleaner]()]
    30891: [normalisedDate[cleaner]()]
    40000: [normalisedDate[cleaner]()]
    40005: [normalisedDate[cleaner]()]
    41257: [normalisedDate[cleaner]()]
    41260: [normalisedDate[cleaner]()]
    41262: [normalisedDate[cleaner]()]
    41263: [normalisedDate[cleaner]()]
    41268: [normalisedDate[cleaner]()]
    41279: [normalisedDate[cleaner]()]
    41280: [normalisedDate[cleaner]()]
    41281: [normalisedDate[cleaner]()]
    41282: [normalisedDate[cleaner]()]
    41283: [normalisedDate[cleaner]()]
    42000: [normalisedDate[cleaner]()]
    42002: [normalisedDate[cleaner]()]
    42004: [normalisedDate[cleaner]()]
    42006: [normalisedDate[cleaner]()]
    42008: [normalisedDate[cleaner]()]
    42010: [normalisedDate[cleaner]()]
    42012: [normalisedDate[cleaner]()]
    42014: [normalisedDate[cleaner]()]
    42016: [normalisedDate[cleaner]()]
    42018: [normalisedDate[cleaner]()]
    42020: [normalisedDate[cleaner]()]
    42022: [normalisedDate[cleaner]()]
    42024: [normalisedDate[cleaner]()]
    42026: [normalisedDate[cleaner]()]
    42028: [normalisedDate[cleaner]()]
    42030: [normalisedDate[cleaner]()]
    42032: [normalisedDate[cleaner]()]
    42034: [normalisedDate[cleaner]()]
    42036: [normalisedDate[cleaner]()]
    90003: [normalisedAcquisitionTime[cleaner]()]
    90010: [normalisedAcquisitionTime[cleaner]()]
    90011: [normalisedAcquisitionTime[cleaner]()]
    105010: [normalisedAcquisitionTime[cleaner]()]
    105030: [normalisedAcquisitionTime[cleaner]()]
    110006: [normalisedDate[cleaner]()]
    110008: [normalisedDate[cleaner]()]
    130000: [normalisedDate[cleaner]()]
    130002: [normalisedDate[cleaner]()]
    130004: [normalisedDate[cleaner]()]
    130006: [normalisedDate[cleaner]()]
    130008: [normalisedDate[cleaner]()]
    130010: [normalisedDate[cleaner]()]
    130012: [normalisedDate[cleaner]()]
    130014: [normalisedDate[cleaner]()]
    130016: [normalisedDate[cleaner]()]
    130018: [normalisedDate[cleaner]()]
    130020: [normalisedDate[cleaner]()]
    130022: [normalisedDate[cleaner]()]
    130024: [normalisedDate[cleaner]()]
    130026: [normalisedDate[cleaner]()]
    130028: [normalisedDate[cleaner]()]
    130030: [normalisedDate[cleaner]()]
    130034: [normalisedDate[cleaner]()]
    130036: [normalisedDate[cleaner]()]
    130038: [normalisedDate[cleaner]()]
    130040: [normalisedDate[cleaner]()]
    130042: [normalisedDate[cleaner]()]
    130044: [normalisedDate[cleaner]()]
    130046: [normalisedDate[cleaner]()]
    130048: [normalisedDate[cleaner]()]
    130050: [normalisedDate[cleaner]()]
    130052: [normalisedDate[cleaner]()]
    130054: [normalisedDate[cleaner]()]
    130058: [normalisedDate[cleaner]()]
    130060: [normalisedDate[cleaner]()]
    130062: [normalisedDate[cleaner]()]
    130064: [normalisedDate[cleaner]()]
    130066: [normalisedDate[cleaner]()]
    130068: [normalisedDate[cleaner]()]
    130070: [normalisedDate[cleaner]()]
    130072: [normalisedDate[cleaner]()]
    130074: [normalisedDate[cleaner]()]
    130076: [normalisedDate[cleaner]()]
    130078: [normalisedDate[cleaner]()]
    130080: [normalisedDate[cleaner]()]
    130082: [normalisedDate[cleaner]()]
    130084: [normalisedDate[cleaner]()]
    130086: [normalisedDate[cleaner]()]
    130088: [normalisedDate[cleaner]()]
    130090: [normalisedDate[cleaner]()]
    130092: [normalisedDate[cleaner]()]
    130094: [normalisedDate[cleaner]()]
    130096: [normalisedDate[cleaner]()]
    130100: [normalisedDate[cleaner]()]
    130102: [normalisedDate[cleaner]()]
    130104: [normalisedDate[cleaner]()]
    130106: [normalisedDate[cleaner]()]
    130108: [normalisedDate[cleaner]()]
    130112: [normalisedDate[cleaner]()]
    130114: [normalisedDate[cleaner]()]
    130116: [normalisedDate[cleaner]()]
    130118: [normalisedDate[cleaner]()]
    130120: [normalisedDate[cleaner]()]
    130122: [normalisedDate[cleaner]()]
    130124: [normalisedDate[cleaner]()]
    130126: [normalisedDate[cleaner]()]
    130128: [normalisedDate[cleaner]()]
    130130: [normalisedDate[cleaner]()]
    130132: [normalisedDate[cleaner]()]
    130134: [normalisedDate[cleaner]()]
    130136: [normalisedDate[cleaner]()]
    130138: [normalisedDate[cleaner]()]
    130140: [normalisedDate[cleaner]()]
    130142: [normalisedDate[cleaner]()]
    130144: [normalisedDate[cleaner]()]
    130146: [normalisedDate[cleaner]()]
    130148: [normalisedDate[cleaner]()]
    130150: [normalisedDate[cleaner]()]
    130152: [normalisedDate[cleaner]()]
    130154: [normalisedDate[cleaner]()]
    130156: [normalisedDate[cleaner]()]
    130158: [normalisedDate[cleaner]()]
    130160: [normalisedDate[cleaner]()]
    130162: [normalisedDate[cleaner]()]
    130164: [normalisedDate[cleaner]()]
    130168: [normalisedDate[cleaner]()]
    130170: [normalisedDate[cleaner]()]
    130174: [normalisedDate[cleaner]()]
    130176: [normalisedDate[cleaner]()]
    130178: [normalisedDate[cleaner]()]
    130180: [normalisedDate[cleaner]()]
    130184: [normalisedDate[cleaner]()]
    130186: [normalisedDate[cleaner]()]
    130188: [normalisedDate[cleaner]()]
    130190: [normalisedDate[cleaner]()]
    130192: [normalisedDate[cleaner]()]
    130194: [normalisedDate[cleaner]()]
    130196: [normalisedDate[cleaner]()]
    130198: [normalisedDate[cleaner]()]
    130200: [normalisedDate[cleaner]()]
    130202: [normalisedDate[cleaner]()]
    130204: [normalisedDate[cleaner]()]
    130206: [normalisedDate[cleaner]()]
    130208: [normalisedDate[cleaner]()]
    130210: [normalisedDate[cleaner]()]
    130212: [normalisedDate[cleaner]()]
    130214: [normalisedDate[cleaner]()]
    130216: [normalisedDate[cleaner]()]
    130218: [normalisedDate[cleaner]()]
    130220: [normalisedDate[cleaner]()]
    130222: [normalisedDate[cleaner]()]
    130224: [normalisedDate[cleaner]()]
    130226: [normalisedDate[cleaner]()]
    130228: [normalisedDate[cleaner]()]
    130230: [normalisedDate[cleaner]()]
    130232: [normalisedDate[cleaner]()]
    130234: [normalisedDate[cleaner]()]
    130236: [normalisedDate[cleaner]()]
    130240: [normalisedDate[cleaner]()]
    130242: [normalisedDate[cleaner]()]
    130244: [normalisedDate[cleaner]()]
    130246: [normalisedDate[cleaner]()]
    130248: [normalisedDate[cleaner]()]
    130250: [normalisedDate[cleaner]()]
    130252: [normalisedDate[cleaner]()]
    130254: [normalisedDate[cleaner]()]
    130256: [normalisedDate[cleaner]()]
    130258: [normalisedDate[cleaner]()]
    130260: [normalisedDate[cleaner]()]
    130262: [normalisedDate[cleaner]()]
    130264: [normalisedDate[cleaner]()]
    130266: [normalisedDate[cleaner]()]
    130270: [normalisedDate[cleaner]()]
    130272: [normalisedDate[cleaner]()]
    130274: [normalisedDate[cleaner]()]
    130276: [normalisedDate[cleaner]()]
    130280: [normalisedDate[cleaner]()]
    130282: [normalisedDate[cleaner]()]
    130284: [normalisedDate[cleaner]()]
    130286: [normalisedDate[cleaner]()]
    130288: [normalisedDate[cleaner]()]
    130292: [normalisedDate[cleaner]()]
    130296: [normalisedDate[cleaner]()]
    130298: [normalisedDate[cleaner]()]
    130300: [normalisedDate[cleaner]()]
    130302: [normalisedDate[cleaner]()]
    130304: [normalisedDate[cleaner]()]
    130306: [normalisedDate[cleaner]()]
    130308: [normalisedDate[cleaner]()]
    130310: [normalisedDate[cleaner]()]
    130312: [normalisedDate[cleaner]()]
    130314: [normalisedDate[cleaner]()]
    130316: [normalisedDate[cleaner]()]
    130318: [normalisedDate[cleaner]()]
    130320: [normalisedDate[cleaner]()]
    130322: [normalisedDate[cleaner]()]
    130324: [normalisedDate[cleaner]()]
    130326: [normalisedDate[cleaner]()]
    130328: [normalisedDate[cleaner]()]
    130330: [normalisedDate[cleaner]()]
    130334: [normalisedDate[cleaner]()]
    130336: [normalisedDate[cleaner]()]
    130338: [normalisedDate[cleaner]()]
    130340: [normalisedDate[cleaner]()]
    130342: [normalisedDate[cleaner]()]
    130344: [normalisedDate[cleaner]()]
    130622: [normalisedDate[cleaner]()]
    130624: [normalisedDate[cleaner]()]
    130626: [normalisedDate[cleaner]()]
    130628: [normalisedDate[cleaner]()]
    130630: [normalisedDate[cleaner]()]
    130632: [normalisedDate[cleaner]()]
    130634: [normalisedDate[cleaner]()]
    130636: [normalisedDate[cleaner]()]
    130638: [normalisedDate[cleaner]()]
    130640: [normalisedDate[cleaner]()]
    130642: [normalisedDate[cleaner]()]
    130644: [normalisedDate[cleaner]()]
    130646: [normalisedDate[cleaner]()]
    130648: [normalisedDate[cleaner]()]
    130650: [normalisedDate[cleaner]()]
    130652: [normalisedDate[cleaner]()]
    130654: [normalisedDate[cleaner]()]
    130656: [normalisedDate[cleaner]()]
    130658: [normalisedDate[cleaner]()]
    130660: [normalisedDate[cleaner]()]
    130662: [normalisedDate[cleaner]()]
    130664: [normalisedDate[cleaner]()]
    130666: [normalisedDate[cleaner]()]
    130668: [normalisedDate[cleaner]()]
    130670: [normalisedDate[cleaner]()]
    130672: [normalisedDate[cleaner]()]
    130674: [normalisedDate[cleaner]()]
    130676: [normalisedDate[cleaner]()]
    130678: [normalisedDate[cleaner]()]
    130680: [normalisedDate[cleaner]()]
    130682: [normalisedDate[cleaner]()]
    130684: [normalisedDate[cleaner]()]
    130686: [normalisedDate[cleaner]()]
    130688: [normalisedDate[cleaner]()]
    130692: [normalisedDate[cleaner]()]
    130694: [normalisedDate[cleaner]()]
    130696: [normalisedDate[cleaner]()]
    130698: [normalisedDate[cleaner]()]
    130700: [normalisedDate[cleaner]()]
    130702: [normalisedDate[cleaner]()]
    130704: [normalisedDate[cleaner]()]
    130706: [normalisedDate[cleaner]()]
    130708: [normalisedDate[cleaner]()]
    130710: [normalisedDate[cleaner]()]
    130712: [normalisedDate[cleaner]()]
    130714: [normalisedDate[cleaner]()]
    130716: [normalisedDate[cleaner]()]
    130718: [normalisedDate[cleaner]()]
    130720: [normalisedDate[cleaner]()]
    130722: [normalisedDate[cleaner]()]
    130724: [normalisedDate[cleaner]()]
    130726: [normalisedDate[cleaner]()]
    130728: [normalisedDate[cleaner]()]
    130730: [normalisedDate[cleaner]()]
    130732: [normalisedDate[cleaner]()]
    130734: [normalisedDate[cleaner]()]
    130736: [normalisedDate[cleaner]()]
    130738: [normalisedDate[cleaner]()]
    130740: [normalisedDate[cleaner]()]
    130742: [normalisedDate[cleaner]()]
    130744: [normalisedDate[cleaner]()]
    130746: [normalisedDate[cleaner]()]
    130748: [normalisedDate[cleaner]()]
    130752: [normalisedDate[cleaner]()]
    130756: [normalisedDate[cleaner]()]
    130758: [normalisedDate[cleaner]()]
    130760: [normalisedDate[cleaner]()]
    130762: [normalisedDate[cleaner]()]
    130764: [normalisedDate[cleaner]()]
    130766: [normalisedDate[cleaner]()]
    130768: [normalisedDate[cleaner]()]
    130770: [normalisedDate[cleaner]()]
    130772: [normalisedDate[cleaner]()]
    130774: [normalisedDate[cleaner]()]
    130776: [normalisedDate[cleaner]()]
    130778: [normalisedDate[cleaner]()]
    130780: [normalisedDate[cleaner]()]
    130782: [normalisedDate[cleaner]()]
    130784: [normalisedDate[cleaner]()]
    130786: [normalisedDate[cleaner]()]
    130788: [normalisedDate[cleaner]()]
    130790: [normalisedDate[cleaner]()]
    130792: [normalisedDate[cleaner]()]
    130794: [normalisedDate[cleaner]()]
    130796: [normalisedDate[cleaner]()]
    130798: [normalisedDate[cleaner]()]
    130800: [normalisedDate[cleaner]()]
    130802: [normalisedDate[cleaner]()]
    130804: [normalisedDate[cleaner]()]
    130806: [normalisedDate[cleaner]()]
    130808: [normalisedDate[cleaner]()]
    130810: [normalisedDate[cleaner]()]
    130812: [normalisedDate[cleaner]()]
    130814: [normalisedDate[cleaner]()]
    130816: [normalisedDate[cleaner]()]
    130818: [normalisedDate[cleaner]()]
    130820: [normalisedDate[cleaner]()]
    130822: [normalisedDate[cleaner]()]
    130824: [normalisedDate[cleaner]()]
    130826: [normalisedDate[cleaner]()]
    130828: [normalisedDate[cleaner]()]
    130830: [normalisedDate[cleaner]()]
    130832: [normalisedDate[cleaner]()]
    130836: [normalisedDate[cleaner]()]
    130838: [normalisedDate[cleaner]()]
    130840: [normalisedDate[cleaner]()]
    130842: [normalisedDate[cleaner]()]
    130844: [normalisedDate[cleaner]()]
    130846: [normalisedDate[cleaner]()]
    130848: [normalisedDate[cleaner]()]
    130850: [normalisedDate[cleaner]()]
    130852: [normalisedDate[cleaner]()]
    130854: [normalisedDate[cleaner]()]
    130856: [normalisedDate[cleaner]()]
    130858: [normalisedDate[cleaner]()]
    130860: [normalisedDate[cleaner]()]
    130862: [normalisedDate[cleaner]()]
    130864: [normalisedDate[cleaner]()]
    130866: [normalisedDate[cleaner]()]
    130868: [normalisedDate[cleaner]()]
    130870: [normalisedDate[cleaner]()]
    130872: [normalisedDate[cleaner]()]
    130874: [normalisedDate[cleaner]()]
    130876: [normalisedDate[cleaner]()]
    130878: [normalisedDate[cleaner]()]
    130880: [normalisedDate[cleaner]()]
    130882: [normalisedDate[cleaner]()]
    130884: [normalisedDate[cleaner]()]
    130886: [normalisedDate[cleaner]()]
    130888: [normalisedDate[cleaner]()]
    130890: [normalisedDate[cleaner]()]
    130892: [normalisedDate[cleaner]()]
    130894: [normalisedDate[cleaner]()]
    130896: [normalisedDate[cleaner]()]
    130898: [normalisedDate[cleaner]()]
    130900: [normalisedDate[cleaner]()]
    130902: [normalisedDate[cleaner]()]
    130904: [normalisedDate[cleaner]()]
    130906: [normalisedDate[cleaner]()]
    130908: [normalisedDate[cleaner]()]
    130910: [normalisedDate[cleaner]()]
    130912: [normalisedDate[cleaner]()]
    130914: [normalisedDate[cleaner]()]
    130916: [normalisedDate[cleaner]()]
    130918: [normalisedDate[cleaner]()]
    130920: [normalisedDate[cleaner]()]
    130922: [normalisedDate[cleaner]()]
    130924: [normalisedDate[cleaner]()]
    130926: [normalisedDate[cleaner]()]
    130928: [normalisedDate[cleaner]()]
    130930: [normalisedDate[cleaner]()]
    130932: [normalisedDate[cleaner]()]
    130934: [normalisedDate[cleaner]()]
    130936: [normalisedDate[cleaner]()]
    130938: [normalisedDate[cleaner]()]
    130940: [normalisedDate[cleaner]()]
    130942: [normalisedDate[cleaner]()]
    130944: [normalisedDate[cleaner]()]
    130946: [normalisedDate[cleaner]()]
    130948: [normalisedDate[cleaner]()]
    130950: [normalisedDate[cleaner]()]
    130952: [normalisedDate[cleaner]()]
    130954: [normalisedDate[cleaner]()]
    130958: [normalisedDate[cleaner]()]
    130960: [normalisedDate[cleaner]()]
    130962: [normalisedDate[cleaner]()]
    130964: [normalisedDate[cleaner]()]
    130966: [normalisedDate[cleaner]()]
    130970: [normalisedDate[cleaner]()]
    130972: [normalisedDate[cleaner]()]
    130974: [normalisedDate[cleaner]()]
    130976: [normalisedDate[cleaner]()]
    130978: [normalisedDate[cleaner]()]
    130980: [normalisedDate[cleaner]()]
    130982: [normalisedDate[cleaner]()]
    130984: [normalisedDate[cleaner]()]
    130986: [normalisedDate[cleaner]()]
    130988: [normalisedDate[cleaner]()]
    130990: [normalisedDate[cleaner]()]
    130992: [normalisedDate[cleaner]()]
    130994: [normalisedDate[cleaner]()]
    130996: [normalisedDate[cleaner]()]
    130998: [normalisedDate[cleaner]()]
    131000: [normalisedDate[cleaner]()]
    131002: [normalisedDate[cleaner]()]
    131004: [normalisedDate[cleaner]()]
    131006: [normalisedDate[cleaner]()]
    131008: [normalisedDate[cleaner]()]
    131010: [normalisedDate[cleaner]()]
    131012: [normalisedDate[cleaner]()]
    131014: [normalisedDate[cleaner]()]
    131016: [normalisedDate[cleaner]()]
    131018: [normalisedDate[cleaner]()]
    131020: [normalisedDate[cleaner]()]
    131022: [normalisedDate[cleaner]()]
    131024: [normalisedDate[cleaner]()]
    131026: [normalisedDate[cleaner]()]
    131028: [normalisedDate[cleaner]()]
    131030: [normalisedDate[cleaner]()]
    131032: [normalisedDate[cleaner]()]
    131036: [normalisedDate[cleaner]()]
    131038: [normalisedDate[cleaner]()]
    131040: [normalisedDate[cleaner]()]
    131042: [normalisedDate[cleaner]()]
    131044: [normalisedDate[cleaner]()]
    131046: [normalisedDate[cleaner]()]
    131048: [normalisedDate[cleaner]()]
    131050: [normalisedDate[cleaner]()]
    131052: [normalisedDate[cleaner]()]
    131054: [normalisedDate[cleaner]()]
    131056: [normalisedDate[cleaner]()]
    131058: [normalisedDate[cleaner]()]
    131060: [normalisedDate[cleaner]()]
    131062: [normalisedDate[cleaner]()]
    131064: [normalisedDate[cleaner]()]
    131066: [normalisedDate[cleaner]()]
    131068: [normalisedDate[cleaner]()]
    131070: [normalisedDate[cleaner]()]
    131072: [normalisedDate[cleaner]()]
    131074: [normalisedDate[cleaner]()]
    131076: [normalisedDate[cleaner]()]
    131078: [normalisedDate[cleaner]()]
    131080: [normalisedDate[cleaner]()]
    131082: [normalisedDate[cleaner]()]
    131084: [normalisedDate[cleaner]()]
    131086: [normalisedDate[cleaner]()]
    131088: [normalisedDate[cleaner]()]
    131090: [normalisedDate[cleaner]()]
    131092: [normalisedDate[cleaner]()]
    131094: [normalisedDate[cleaner]()]
    131096: [normalisedDate[cleaner]()]
    131098: [normalisedDate[cleaner]()]
    131100: [normalisedDate[cleaner]()]
    131102: [normalisedDate[cleaner]()]
    131104: [normalisedDate[cleaner]()]
    131106: [normalisedDate[cleaner]()]
    131108: [normalisedDate[cleaner]()]
    131110: [normalisedDate[cleaner]()]
    131112: [normalisedDate[cleaner]()]
    131114: [normalisedDate[cleaner]()]
    131116: [normalisedDate[cleaner]()]
    131118: [normalisedDate[cleaner]()]
    131120: [normalisedDate[cleaner]()]
    131122: [normalisedDate[cleaner]()]
    131124: [normalisedDate[cleaner]()]
    131126: [normalisedDate[cleaner]()]
    131128: [normalisedDate[cleaner]()]
    131130: [normalisedDate[cleaner]()]
    131132: [normalisedDate[cleaner]()]
    131134: [normalisedDate[cleaner]()]
    131136: [normalisedDate[cleaner]()]
    131138: [normalisedDate[cleaner]()]
    131140: [normalisedDate[cleaner]()]
    131142: [normalisedDate[cleaner]()]
    131144: [normalisedDate[cleaner]()]
    131146: [normalisedDate[cleaner]()]
    131148: [normalisedDate[cleaner]()]
    131150: [normalisedDate[cleaner]()]
    131152: [normalisedDate[cleaner]()]
    131154: [normalisedDate[cleaner]()]
    131156: [normalisedDate[cleaner]()]
    131158: [normalisedDate[cleaner]()]
    131160: [normalisedDate[cleaner]()]
    131162: [normalisedDate[cleaner]()]
    131164: [normalisedDate[cleaner]()]
    131166: [normalisedDate[cleaner]()]
    131168: [normalisedDate[cleaner]()]
    131170: [normalisedDate[cleaner]()]
    131172: [normalisedDate[cleaner]()]
    131174: [normalisedDate[cleaner]()]
    131176: [normalisedDate[cleaner]()]
    131178: [normalisedDate[cleaner]()]
    131180: [normalisedDate[cleaner]()]
    131182: [normalisedDate[cleaner]()]
    131184: [normalisedDate[cleaner]()]
    131186: [normalisedDate[cleaner]()]
    131188: [normalisedDate[cleaner]()]
    131190: [normalisedDate[cleaner]()]
    131192: [normalisedDate[cleaner]()]
    131194: [normalisedDate[cleaner]()]
    131196: [normalisedDate[cleaner]()]
    131198: [normalisedDate[cleaner]()]
    131200: [normalisedDate[cleaner]()]
    131202: [normalisedDate[cleaner]()]
    131204: [normalisedDate[cleaner]()]
    131206: [normalisedDate[cleaner]()]
    131208: [normalisedDate[cleaner]()]
    131210: [normalisedDate[cleaner]()]
    131212: [normalisedDate[cleaner]()]
    131214: [normalisedDate[cleaner]()]
    131216: [normalisedDate[cleaner]()]
    131218: [normalisedDate[cleaner]()]
    131220: [normalisedDate[cleaner]()]
    131222: [normalisedDate[cleaner]()]
    131224: [normalisedDate[cleaner]()]
    131226: [normalisedDate[cleaner]()]
    131228: [normalisedDate[cleaner]()]
    131230: [normalisedDate[cleaner]()]
    131232: [normalisedDate[cleaner]()]
    131234: [normalisedDate[cleaner]()]
    131236: [normalisedDate[cleaner]()]
    131238: [normalisedDate[cleaner]()]
    131240: [normalisedDate[cleaner]()]
    131242: [normalisedDate[cleaner]()]
    131244: [normalisedDate[cleaner]()]
    131246: [normalisedDate[cleaner]()]
    131248: [normalisedDate[cleaner]()]
    131250: [normalisedDate[cleaner]()]
    131252: [normalisedDate[cleaner]()]
    131254: [normalisedDate[cleaner]()]
    131256: [normalisedDate[cleaner]()]
    131258: [normalisedDate[cleaner]()]
    131260: [normalisedDate[cleaner]()]
    131262: [normalisedDate[cleaner]()]
    131264: [normalisedDate[cleaner]()]
    131266: [normalisedDate[cleaner]()]
    131268: [normalisedDate[cleaner]()]
    131270: [normalisedDate[cleaner]()]
    131272: [normalisedDate[cleaner]()]
    131274: [normalisedDate[cleaner]()]
    131276: [normalisedDate[cleaner]()]
    131278: [normalisedDate[cleaner]()]
    131280: [normalisedDate[cleaner]()]
    131282: [normalisedDate[cleaner]()]
    131284: [normalisedDate[cleaner]()]
    131286: [normalisedDate[cleaner]()]
    131288: [normalisedDate[cleaner]()]
    131290: [normalisedDate[cleaner]()]
    131292: [normalisedDate[cleaner]()]
    131294: [normalisedDate[cleaner]()]
    131296: [normalisedDate[cleaner]()]
    131298: [normalisedDate[cleaner]()]
    131300: [normalisedDate[cleaner]()]
    131302: [normalisedDate[cleaner]()]
    131304: [normalisedDate[cleaner]()]
    131306: [normalisedDate[cleaner]()]
    131308: [normalisedDate[cleaner]()]
    131310: [normalisedDate[cleaner]()]
    131312: [normalisedDate[cleaner]()]
    131314: [normalisedDate[cleaner]()]
    131316: [normalisedDate[cleaner]()]
    131318: [normalisedDate[cleaner]()]
    131320: [normalisedDate[cleaner]()]
    131322: [normalisedDate[cleaner]()]
    131324: [normalisedDate[cleaner]()]
    131326: [normalisedDate[cleaner]()]
    131328: [normalisedDate[cleaner]()]
    131330: [normalisedDate[cleaner]()]
    131332: [normalisedDate[cleaner]()]
    131334: [normalisedDate[cleaner]()]
    131336: [normalisedDate[cleaner]()]
    131338: [normalisedDate[cleaner]()]
    131340: [normalisedDate[cleaner]()]
    131342: [normalisedDate[cleaner]()]
    131344: [normalisedDate[cleaner]()]
    131346: [normalisedDate[cleaner]()]
    131348: [normalisedDate[cleaner]()]
    131350: [normalisedDate[cleaner]()]
    131352: [normalisedDate[cleaner]()]
    131354: [normalisedDate[cleaner]()]
    131356: [normalisedDate[cleaner]()]
    131358: [normalisedDate[cleaner]()]
    131360: [normalisedDate[cleaner]()]
    131362: [normalisedDate[cleaner]()]
    131364: [normalisedDate[cleaner]()]
    131366: [normalisedDate[cleaner]()]
    131368: [normalisedDate[cleaner]()]
    131370: [normalisedDate[cleaner]()]
    131372: [normalisedDate[cleaner]()]
    131374: [normalisedDate[cleaner]()]
    131376: [normalisedDate[cleaner]()]
    131378: [normalisedDate[cleaner]()]
    131380: [normalisedDate[cleaner]()]
    131382: [normalisedDate[cleaner]()]
    131384: [normalisedDate[cleaner]()]
    131386: [normalisedDate[cleaner]()]
    131388: [normalisedDate[cleaner]()]
    131390: [normalisedDate[cleaner]()]
    131392: [normalisedDate[cleaner]()]
    131394: [normalisedDate[cleaner]()]
    131396: [normalisedDate[cleaner]()]
    131398: [normalisedDate[cleaner]()]
    131400: [normalisedDate[cleaner]()]
    131402: [normalisedDate[cleaner]()]
    131404: [normalisedDate[cleaner]()]
    131406: [normalisedDate[cleaner]()]
    131408: [normalisedDate[cleaner]()]
    131410: [normalisedDate[cleaner]()]
    131412: [normalisedDate[cleaner]()]
    131414: [normalisedDate[cleaner]()]
    131416: [normalisedDate[cleaner]()]
    131418: [normalisedDate[cleaner]()]
    131420: [normalisedDate[cleaner]()]
    131422: [normalisedDate[cleaner]()]
    131424: [normalisedDate[cleaner]()]
    131426: [normalisedDate[cleaner]()]
    131428: [normalisedDate[cleaner]()]
    131430: [normalisedDate[cleaner]()]
    131432: [normalisedDate[cleaner]()]
    131434: [normalisedDate[cleaner]()]
    131436: [normalisedDate[cleaner]()]
    131438: [normalisedDate[cleaner]()]
    131440: [normalisedDate[cleaner]()]
    131442: [normalisedDate[cleaner]()]
    131444: [normalisedDate[cleaner]()]
    131446: [normalisedDate[cleaner]()]
    131448: [normalisedDate[cleaner]()]
    131450: [normalisedDate[cleaner]()]
    131452: [normalisedDate[cleaner]()]
    131454: [normalisedDate[cleaner]()]
    131456: [normalisedDate[cleaner]()]
    131458: [normalisedDate[cleaner]()]
    131460: [normalisedDate[cleaner]()]
    131462: [normalisedDate[cleaner]()]
    131464: [normalisedDate[cleaner]()]
    131466: [normalisedDate[cleaner]()]
    131468: [normalisedDate[cleaner]()]
    131470: [normalisedDate[cleaner]()]
    131472: [normalisedDate[cleaner]()]
    131474: [normalisedDate[cleaner]()]
    131476: [normalisedDate[cleaner]()]
    131478: [normalisedDate[cleaner]()]
    131480: [normalisedDate[cleaner]()]
    131482: [normalisedDate[cleaner]()]
    131484: [normalisedDate[cleaner]()]
    131486: [normalisedDate[cleaner]()]
    131488: [normalisedDate[cleaner]()]
    131490: [normalisedDate[cleaner]()]
    131492: [normalisedDate[cleaner]()]
    131494: [normalisedDate[cleaner]()]
    131496: [normalisedDate[cleaner]()]
    131498: [normalisedDate[cleaner]()]
    131500: [normalisedDate[cleaner]()]
    131502: [normalisedDate[cleaner]()]
    131504: [normalisedDate[cleaner]()]
    131506: [normalisedDate[cleaner]()]
    131508: [normalisedDate[cleaner]()]
    131512: [normalisedDate[cleaner]()]
    131514: [normalisedDate[cleaner]()]
    131516: [normalisedDate[cleaner]()]
    131518: [normalisedDate[cleaner]()]
    131520: [normalisedDate[cleaner]()]
    131522: [normalisedDate[cleaner]()]
    131524: [normalisedDate[cleaner]()]
    131526: [normalisedDate[cleaner]()]
    131528: [normalisedDate[cleaner]()]
    131530: [normalisedDate[cleaner]()]
    131532: [normalisedDate[cleaner]()]
    131534: [normalisedDate[cleaner]()]
    131536: [normalisedDate[cleaner]()]
    131538: [normalisedDate[cleaner]()]
    131540: [normalisedDate[cleaner]()]
    131542: [normalisedDate[cleaner]()]
    131544: [normalisedDate[cleaner]()]
    131546: [normalisedDate[cleaner]()]
    131548: [normalisedDate[cleaner]()]
    131550: [normalisedDate[cleaner]()]
    131552: [normalisedDate[cleaner]()]
    131554: [normalisedDate[cleaner]()]
    131556: [normalisedDate[cleaner]()]
    131558: [normalisedDate[cleaner]()]
    131560: [normalisedDate[cleaner]()]
    131562: [normalisedDate[cleaner]()]
    131564: [normalisedDate[cleaner]()]
    131566: [normalisedDate[cleaner]()]
    131568: [normalisedDate[cleaner]()]
    131570: [normalisedDate[cleaner]()]
    131572: [normalisedDate[cleaner]()]
    131574: [normalisedDate[cleaner]()]
    131576: [normalisedDate[cleaner]()]
    131578: [normalisedDate[cleaner]()]
    131580: [normalisedDate[cleaner]()]
    131582: [normalisedDate[cleaner]()]
    131584: [normalisedDate[cleaner]()]
    131586: [normalisedDate[cleaner]()]
    131588: [normalisedDate[cleaner]()]
    131590: [normalisedDate[cleaner]()]
    131592: [normalisedDate[cleaner]()]
    131594: [normalisedDate[cleaner]()]
    131596: [normalisedDate[cleaner]()]
    131598: [normalisedDate[cleaner]()]
    131600: [normalisedDate[cleaner]()]
    131602: [normalisedDate[cleaner]()]
    131604: [normalisedDate[cleaner]()]
    131606: [normalisedDate[cleaner]()]
    131608: [normalisedDate[cleaner]()]
    131610: [normalisedDate[cleaner]()]
    131612: [normalisedDate[cleaner]()]
    131614: [normalisedDate[cleaner]()]
    131616: [normalisedDate[cleaner]()]
    131618: [normalisedDate[cleaner]()]
    131620: [normalisedDate[cleaner]()]
    131622: [normalisedDate[cleaner]()]
    131624: [normalisedDate[cleaner]()]
    131626: [normalisedDate[cleaner]()]
    131628: [normalisedDate[cleaner]()]
    131630: [normalisedDate[cleaner]()]
    131632: [normalisedDate[cleaner]()]
    131634: [normalisedDate[cleaner]()]
    131636: [normalisedDate[cleaner]()]
    131638: [normalisedDate[cleaner]()]
    131640: [normalisedDate[cleaner]()]
    131642: [normalisedDate[cleaner]()]
    131644: [normalisedDate[cleaner]()]
    131646: [normalisedDate[cleaner]()]
    131648: [normalisedDate[cleaner]()]
    131650: [normalisedDate[cleaner]()]
    131652: [normalisedDate[cleaner]()]
    131654: [normalisedDate[cleaner]()]
    131656: [normalisedDate[cleaner]()]
    131658: [normalisedDate[cleaner]()]
    131660: [normalisedDate[cleaner]()]
    131662: [normalisedDate[cleaner]()]
    131664: [normalisedDate[cleaner]()]
    131666: [normalisedDate[cleaner]()]
    131668: [normalisedDate[cleaner]()]
    131670: [normalisedDate[cleaner]()]
    131672: [normalisedDate[cleaner]()]
    131674: [normalisedDate[cleaner]()]
    131676: [normalisedDate[cleaner]()]
    131678: [normalisedDate[cleaner]()]
    131680: [normalisedDate[cleaner]()]
    131682: [normalisedDate[cleaner]()]
    131684: [normalisedDate[cleaner]()]
    131686: [normalisedDate[cleaner]()]
    131688: [normalisedDate[cleaner]()]
    131690: [normalisedDate[cleaner]()]
    131692: [normalisedDate[cleaner]()]
    131694: [normalisedDate[cleaner]()]
    131696: [normalisedDate[cleaner]()]
    131698: [normalisedDate[cleaner]()]
    131700: [normalisedDate[cleaner]()]
    131702: [normalisedDate[cleaner]()]
    131704: [normalisedDate[cleaner]()]
    131706: [normalisedDate[cleaner]()]
    131708: [normalisedDate[cleaner]()]
    131710: [normalisedDate[cleaner]()]
    131712: [normalisedDate[cleaner]()]
    131714: [normalisedDate[cleaner]()]
    131716: [normalisedDate[cleaner]()]
    131718: [normalisedDate[cleaner]()]
    131720: [normalisedDate[cleaner]()]
    131722: [normalisedDate[cleaner]()]
    131724: [normalisedDate[cleaner]()]
    131726: [normalisedDate[cleaner]()]
    131728: [normalisedDate[cleaner]()]
    131730: [normalisedDate[cleaner]()]
    131732: [normalisedDate[cleaner]()]
    131734: [normalisedDate[cleaner]()]
    131736: [normalisedDate[cleaner]()]
    131738: [normalisedDate[cleaner]()]
    131740: [normalisedDate[cleaner]()]
    131742: [normalisedDate[cleaner]()]
    131744: [normalisedDate[cleaner]()]
    131746: [normalisedDate[cleaner]()]
    131748: [normalisedDate[cleaner]()]
    131750: [normalisedDate[cleaner]()]
    131754: [normalisedDate[cleaner]()]
    131756: [normalisedDate[cleaner]()]
    131758: [normalisedDate[cleaner]()]
    131760: [normalisedDate[cleaner]()]
    131762: [normalisedDate[cleaner]()]
    131764: [normalisedDate[cleaner]()]
    131766: [normalisedDate[cleaner]()]
    131768: [normalisedDate[cleaner]()]
    131770: [normalisedDate[cleaner]()]
    131772: [normalisedDate[cleaner]()]
    131774: [normalisedDate[cleaner]()]
    131776: [normalisedDate[cleaner]()]
    131778: [normalisedDate[cleaner]()]
    131780: [normalisedDate[cleaner]()]
    131782: [normalisedDate[cleaner]()]
    131784: [normalisedDate[cleaner]()]
    131786: [normalisedDate[cleaner]()]
    131788: [normalisedDate[cleaner]()]
    131790: [normalisedDate[cleaner]()]
    131792: [normalisedDate[cleaner]()]
    131794: [normalisedDate[cleaner]()]
    131796: [normalisedDate[cleaner]()]
    131798: [normalisedDate[cleaner]()]
    131800: [normalisedDate[cleaner]()]
    131802: [normalisedDate[cleaner]()]
    131804: [normalisedDate[cleaner]()]
    131806: [normalisedDate[cleaner]()]
    131808: [normalisedDate[cleaner]()]
    131810: [normalisedDate[cleaner]()]
    131812: [normalisedDate[cleaner]()]
    131814: [normalisedDate[cleaner]()]
    131816: [normalisedDate[cleaner]()]
    131818: [normalisedDate[cleaner]()]
    131820: [normalisedDate[cleaner]()]
    131822: [normalisedDate[cleaner]()]
    131824: [normalisedDate[cleaner]()]
    131826: [normalisedDate[cleaner]()]
    131828: [normalisedDate[cleaner]()]
    131830: [normalisedDate[cleaner]()]
    131832: [normalisedDate[cleaner]()]
    131834: [normalisedDate[cleaner]()]
    131836: [normalisedDate[cleaner]()]
    131838: [normalisedDate[cleaner]()]
    131840: [normalisedDate[cleaner]()]
    131842: [normalisedDate[cleaner]()]
    131844: [normalisedDate[cleaner]()]
    131846: [normalisedDate[cleaner]()]
    131848: [normalisedDate[cleaner]()]
    131850: [normalisedDate[cleaner]()]
    131852: [normalisedDate[cleaner]()]
    131854: [normalisedDate[cleaner]()]
    131858: [normalisedDate[cleaner]()]
    131860: [normalisedDate[cleaner]()]
    131862: [normalisedDate[cleaner]()]
    131864: [normalisedDate[cleaner]()]
    131866: [normalisedDate[cleaner]()]
    131868: [normalisedDate[cleaner]()]
    131870: [normalisedDate[cleaner]()]
    131872: [normalisedDate[cleaner]()]
    131874: [normalisedDate[cleaner]()]
    131876: [normalisedDate[cleaner]()]
    131878: [normalisedDate[cleaner]()]
    131880: [normalisedDate[cleaner]()]
    131882: [normalisedDate[cleaner]()]
    131884: [normalisedDate[cleaner]()]
    131886: [normalisedDate[cleaner]()]
    131888: [normalisedDate[cleaner]()]
    131890: [normalisedDate[cleaner]()]
    131892: [normalisedDate[cleaner]()]
    131894: [normalisedDate[cleaner]()]
    131896: [normalisedDate[cleaner]()]
    131898: [normalisedDate[cleaner]()]
    131900: [normalisedDate[cleaner]()]
    131902: [normalisedDate[cleaner]()]
    131904: [normalisedDate[cleaner]()]
    131906: [normalisedDate[cleaner]()]
    131908: [normalisedDate[cleaner]()]
    131910: [normalisedDate[cleaner]()]
    131912: [normalisedDate[cleaner]()]
    131914: [normalisedDate[cleaner]()]
    131916: [normalisedDate[cleaner]()]
    131918: [normalisedDate[cleaner]()]
    131920: [normalisedDate[cleaner]()]
    131922: [normalisedDate[cleaner]()]
    131924: [normalisedDate[cleaner]()]
    131926: [normalisedDate[cleaner]()]
    131928: [normalisedDate[cleaner]()]
    131930: [normalisedDate[cleaner]()]
    131932: [normalisedDate[cleaner]()]
    131934: [normalisedDate[cleaner]()]
    131936: [normalisedDate[cleaner]()]
    131938: [normalisedDate[cleaner]()]
    131940: [normalisedDate[cleaner]()]
    131942: [normalisedDate[cleaner]()]
    131944: [normalisedDate[cleaner]()]
    131946: [normalisedDate[cleaner]()]
    131948: [normalisedDate[cleaner]()]
    131950: [normalisedDate[cleaner]()]
    131952: [normalisedDate[cleaner]()]
    131954: [normalisedDate[cleaner]()]
    131956: [normalisedDate[cleaner]()]
    131958: [normalisedDate[cleaner]()]
    131960: [normalisedDate[cleaner]()]
    131962: [normalisedDate[cleaner]()]
    131964: [normalisedDate[cleaner]()]
    131966: [normalisedDate[cleaner]()]
    131968: [normalisedDate[cleaner]()]
    131970: [normalisedDate[cleaner]()]
    131972: [normalisedDate[cleaner]()]
    131974: [normalisedDate[cleaner]()]
    131976: [normalisedDate[cleaner]()]
    131978: [normalisedDate[cleaner]()]
    131980: [normalisedDate[cleaner]()]
    131982: [normalisedDate[cleaner]()]
    131984: [normalisedDate[cleaner]()]
    131986: [normalisedDate[cleaner]()]
    131988: [normalisedDate[cleaner]()]
    131990: [normalisedDate[cleaner]()]
    131992: [normalisedDate[cleaner]()]
    131994: [normalisedDate[cleaner]()]
    131996: [normalisedDate[cleaner]()]
    131998: [normalisedDate[cleaner]()]
    132000: [normalisedDate[cleaner]()]
    132002: [normalisedDate[cleaner]()]
    132004: [normalisedDate[cleaner]()]
    132006: [normalisedDate[cleaner]()]
    132008: [normalisedDate[cleaner]()]
    132010: [normalisedDate[cleaner]()]
    132012: [normalisedDate[cleaner]()]
    132014: [normalisedDate[cleaner]()]
    132016: [normalisedDate[cleaner]()]
    132018: [normalisedDate[cleaner]()]
    132020: [normalisedDate[cleaner]()]
    132022: [normalisedDate[cleaner]()]
    132024: [normalisedDate[cleaner]()]
    132026: [normalisedDate[cleaner]()]
    132028: [normalisedDate[cleaner]()]
    132030: [normalisedDate[cleaner]()]
    132032: [normalisedDate[cleaner]()]
    132034: [normalisedDate[cleaner]()]
    132036: [normalisedDate[cleaner]()]
    132038: [normalisedDate[cleaner]()]
    132040: [normalisedDate[cleaner]()]
    132042: [normalisedDate[cleaner]()]
    132044: [normalisedDate[cleaner]()]
    132046: [normalisedDate[cleaner]()]
    132048: [normalisedDate[cleaner]()]
    132050: [normalisedDate[cleaner]()]
    132052: [normalisedDate[cleaner]()]
    132054: [normalisedDate[cleaner]()]
    132056: [normalisedDate[cleaner]()]
    132058: [normalisedDate[cleaner]()]
    132060: [normalisedDate[cleaner]()]
    132062: [normalisedDate[cleaner]()]
    132064: [normalisedDate[cleaner]()]
    132066: [normalisedDate[cleaner]()]
    132068: [normalisedDate[cleaner]()]
    132070: [normalisedDate[cleaner]()]
    132072: [normalisedDate[cleaner]()]
    132074: [normalisedDate[cleaner]()]
    132076: [normalisedDate[cleaner]()]
    132078: [normalisedDate[cleaner]()]
    132080: [normalisedDate[cleaner]()]
    132082: [normalisedDate[cleaner]()]
    132084: [normalisedDate[cleaner]()]
    132086: [normalisedDate[cleaner]()]
    132088: [normalisedDate[cleaner]()]
    132090: [normalisedDate[cleaner]()]
    132092: [normalisedDate[cleaner]()]
    132094: [normalisedDate[cleaner]()]
    132096: [normalisedDate[cleaner]()]
    132098: [normalisedDate[cleaner]()]
    132100: [normalisedDate[cleaner]()]
    132102: [normalisedDate[cleaner]()]
    132104: [normalisedDate[cleaner]()]
    132106: [normalisedDate[cleaner]()]
    132108: [normalisedDate[cleaner]()]
    132110: [normalisedDate[cleaner]()]
    132112: [normalisedDate[cleaner]()]
    132114: [normalisedDate[cleaner]()]
    132116: [normalisedDate[cleaner]()]
    132118: [normalisedDate[cleaner]()]
    132120: [normalisedDate[cleaner]()]
    132122: [normalisedDate[cleaner]()]
    132124: [normalisedDate[cleaner]()]
    132126: [normalisedDate[cleaner]()]
    132128: [normalisedDate[cleaner]()]
    132130: [normalisedDate[cleaner]()]
    132132: [normalisedDate[cleaner]()]
    132134: [normalisedDate[cleaner]()]
    132136: [normalisedDate[cleaner]()]
    132138: [normalisedDate[cleaner]()]
    132140: [normalisedDate[cleaner]()]
    132142: [normalisedDate[cleaner]()]
    132144: [normalisedDate[cleaner]()]
    132146: [normalisedDate[cleaner]()]
    132148: [normalisedDate[cleaner]()]
    132150: [normalisedDate[cleaner]()]
    132152: [normalisedDate[cleaner]()]
    132154: [normalisedDate[cleaner]()]
    132156: [normalisedDate[cleaner]()]
    132158: [normalisedDate[cleaner]()]
    132160: [normalisedDate[cleaner]()]
    132162: [normalisedDate[cleaner]()]
    132164: [normalisedDate[cleaner]()]
    132166: [normalisedDate[cleaner]()]
    132168: [normalisedDate[cleaner]()]
    132170: [normalisedDate[cleaner]()]
    132172: [normalisedDate[cleaner]()]
    132174: [normalisedDate[cleaner]()]
    132176: [normalisedDate[cleaner]()]
    132178: [normalisedDate[cleaner]()]
    132180: [normalisedDate[cleaner]()]
    132182: [normalisedDate[cleaner]()]
    132184: [normalisedDate[cleaner]()]
    132186: [normalisedDate[cleaner]()]
    132188: [normalisedDate[cleaner]()]
    132190: [normalisedDate[cleaner]()]
    132192: [normalisedDate[cleaner]()]
    132194: [normalisedDate[cleaner]()]
    132196: [normalisedDate[cleaner]()]
    132198: [normalisedDate[cleaner]()]
    132200: [normalisedDate[cleaner]()]
    132202: [normalisedDate[cleaner]()]
    132204: [normalisedDate[cleaner]()]
    132206: [normalisedDate[cleaner]()]
    132208: [normalisedDate[cleaner]()]
    132210: [normalisedDate[cleaner]()]
    132212: [normalisedDate[cleaner]()]
    132214: [normalisedDate[cleaner]()]
    132216: [normalisedDate[cleaner]()]
    132218: [normalisedDate[cleaner]()]
    132220: [normalisedDate[cleaner]()]
    132222: [normalisedDate[cleaner]()]
    132224: [normalisedDate[cleaner]()]
    132226: [normalisedDate[cleaner]()]
    132228: [normalisedDate[cleaner]()]
    132230: [normalisedDate[cleaner]()]
    132232: [normalisedDate[cleaner]()]
    132234: [normalisedDate[cleaner]()]
    132236: [normalisedDate[cleaner]()]
    132238: [normalisedDate[cleaner]()]
    132240: [normalisedDate[cleaner]()]
    132242: [normalisedDate[cleaner]()]
    132244: [normalisedDate[cleaner]()]
    132246: [normalisedDate[cleaner]()]
    132248: [normalisedDate[cleaner]()]
    132250: [normalisedDate[cleaner]()]
    132252: [normalisedDate[cleaner]()]
    132254: [normalisedDate[cleaner]()]
    132256: [normalisedDate[cleaner]()]
    132258: [normalisedDate[cleaner]()]
    132260: [normalisedDate[cleaner]()]
    132262: [normalisedDate[cleaner]()]
    132264: [normalisedDate[cleaner]()]
    132266: [normalisedDate[cleaner]()]
    132268: [normalisedDate[cleaner]()]
    132270: [normalisedDate[cleaner]()]
    132272: [normalisedDate[cleaner]()]
    132274: [normalisedDate[cleaner]()]
    132276: [normalisedDate[cleaner]()]
    132278: [normalisedDate[cleaner]()]
    132280: [normalisedDate[cleaner]()]
    132282: [normalisedDate[cleaner]()]
    132284: [normalisedDate[cleaner]()]
    132286: [normalisedDate[cleaner]()]
    132288: [normalisedDate[cleaner]()]
    132290: [normalisedDate[cleaner]()]
    132292: [normalisedDate[cleaner]()]
    132294: [normalisedDate[cleaner]()]
    132296: [normalisedDate[cleaner]()]
    132298: [normalisedDate[cleaner]()]
    132300: [normalisedDate[cleaner]()]
    132302: [normalisedDate[cleaner]()]
    132306: [normalisedDate[cleaner]()]
    132310: [normalisedDate[cleaner]()]
    132312: [normalisedDate[cleaner]()]
    132314: [normalisedDate[cleaner]()]
    132318: [normalisedDate[cleaner]()]
    132320: [normalisedDate[cleaner]()]
    132322: [normalisedDate[cleaner]()]
    132324: [normalisedDate[cleaner]()]
    132326: [normalisedDate[cleaner]()]
    132328: [normalisedDate[cleaner]()]
    132330: [normalisedDate[cleaner]()]
    132332: [normalisedDate[cleaner]()]
    132334: [normalisedDate[cleaner]()]
    132336: [normalisedDate[cleaner]()]
    132338: [normalisedDate[cleaner]()]
    132340: [normalisedDate[cleaner]()]
    132342: [normalisedDate[cleaner]()]
    132344: [normalisedDate[cleaner]()]
    132346: [normalisedDate[cleaner]()]
    132348: [normalisedDate[cleaner]()]
    132350: [normalisedDate[cleaner]()]
    132352: [normalisedDate[cleaner]()]
    132354: [normalisedDate[cleaner]()]
    132356: [normalisedDate[cleaner]()]
    132358: [normalisedDate[cleaner]()]
    132360: [normalisedDate[cleaner]()]
    132362: [normalisedDate[cleaner]()]
    132364: [normalisedDate[cleaner]()]
    132366: [normalisedDate[cleaner]()]
    132368: [normalisedDate[cleaner]()]
    132370: [normalisedDate[cleaner]()]
    132372: [normalisedDate[cleaner]()]
    132374: [normalisedDate[cleaner]()]
    132376: [normalisedDate[cleaner]()]
    132378: [normalisedDate[cleaner]()]
    132380: [normalisedDate[cleaner]()]
    132382: [normalisedDate[cleaner]()]
    132388: [normalisedDate[cleaner]()]
    132390: [normalisedDate[cleaner]()]
    132394: [normalisedDate[cleaner]()]
    132396: [normalisedDate[cleaner]()]
    132398: [normalisedDate[cleaner]()]
    132410: [normalisedDate[cleaner]()]
    132416: [normalisedDate[cleaner]()]
    132420: [normalisedDate[cleaner]()]
    132422: [normalisedDate[cleaner]()]
    132426: [normalisedDate[cleaner]()]
    132428: [normalisedDate[cleaner]()]
    132430: [normalisedDate[cleaner]()]
    132432: [normalisedDate[cleaner]()]
    132434: [normalisedDate[cleaner]()]
    132436: [normalisedDate[cleaner]()]
    132438: [normalisedDate[cleaner]()]
    132440: [normalisedDate[cleaner]()]
    132442: [normalisedDate[cleaner]()]
    132444: [normalisedDate[cleaner]()]
    132446: [normalisedDate[cleaner]()]
    132448: [normalisedDate[cleaner]()]
    132450: [normalisedDate[cleaner]()]
    132452: [normalisedDate[cleaner]()]
    132454: [normalisedDate[cleaner]()]
    132456: [normalisedDate[cleaner]()]
    132458: [normalisedDate[cleaner]()]
    132460: [normalisedDate[cleaner]()]
    132462: [normalisedDate[cleaner]()]
    132464: [normalisedDate[cleaner]()]
    132466: [normalisedDate[cleaner]()]
    132468: [normalisedDate[cleaner]()]
    132470: [normalisedDate[cleaner]()]
    132472: [normalisedDate[cleaner]()]
    132474: [normalisedDate[cleaner]()]
    132476: [normalisedDate[cleaner]()]
    132478: [normalisedDate[cleaner]()]
    132480: [normalisedDate[cleaner]()]
    132482: [normalisedDate[cleaner]()]
    132484: [normalisedDate[cleaner]()]
    132486: [normalisedDate[cleaner]()]
    132488: [normalisedDate[cleaner]()]
    132490: [normalisedDate[cleaner]()]
    132492: [normalisedDate[cleaner]()]
    132494: [normalisedDate[cleaner]()]
    132496: [normalisedDate[cleaner]()]
    132498: [normalisedDate[cleaner]()]
    132500: [normalisedDate[cleaner]()]
    132502: [normalisedDate[cleaner]()]
    132504: [normalisedDate[cleaner]()]
    132506: [normalisedDate[cleaner]()]
    132508: [normalisedDate[cleaner]()]
    132510: [normalisedDate[cleaner]()]
    132512: [normalisedDate[cleaner]()]
    132514: [normalisedDate[cleaner]()]
    132516: [normalisedDate[cleaner]()]
    132518: [normalisedDate[cleaner]()]
    132520: [normalisedDate[cleaner]()]
    132522: [normalisedDate[cleaner]()]
    132524: [normalisedDate[cleaner]()]
    132526: [normalisedDate[cleaner]()]
    132528: [normalisedDate[cleaner]()]
    132530: [normalisedDate[cleaner]()]
    132532: [normalisedDate[cleaner]()]
    132534: [normalisedDate[cleaner]()]
    132536: [normalisedDate[cleaner]()]
    132538: [normalisedDate[cleaner]()]
    132540: [normalisedDate[cleaner]()]
    132542: [normalisedDate[cleaner]()]
    132544: [normalisedDate[cleaner]()]
    132546: [normalisedDate[cleaner]()]
    132548: [normalisedDate[cleaner]()]
    132550: [normalisedDate[cleaner]()]
    132552: [normalisedDate[cleaner]()]
    132554: [normalisedDate[cleaner]()]
    132556: [normalisedDate[cleaner]()]
    132558: [normalisedDate[cleaner]()]
    132560: [normalisedDate[cleaner]()]
    132562: [normalisedDate[cleaner]()]
    132564: [normalisedDate[cleaner]()]
    132566: [normalisedDate[cleaner]()]
    132568: [normalisedDate[cleaner]()]
    132570: [normalisedDate[cleaner]()]
    132572: [normalisedDate[cleaner]()]
    132574: [normalisedDate[cleaner]()]
    132576: [normalisedDate[cleaner]()]
    132578: [normalisedDate[cleaner]()]
    132580: [normalisedDate[cleaner]()]
    132582: [normalisedDate[cleaner]()]
    132584: [normalisedDate[cleaner]()]
    132586: [normalisedDate[cleaner]()]
    132588: [normalisedDate[cleaner]()]
    132590: [normalisedDate[cleaner]()]
    132592: [normalisedDate[cleaner]()]
    132594: [normalisedDate[cleaner]()]
    132596: [normalisedDate[cleaner]()]
    132598: [normalisedDate[cleaner]()]
    132600: [normalisedDate[cleaner]()]
    132602: [normalisedDate[cleaner]()]
    132604: [normalisedDate[cleaner]()]

  Child value replacement: True
    757: [v6142 == 1] -> [0.0]
    767: [v6142 == 1] -> [0.0]
    777: [v6142 == 1] -> [0.0]
    796: [v6142 == 1 || v777 == 0] -> [0.0]
    806: [v6142 == 1] -> [0.0]
    816: [v6142 == 1] -> [0.0]
    826: [v6142 == 1] -> [0.0]
    874: [v864 >= 1] -> [0.0]
    894: [v884 >= 1] -> [0.0]
    914: [v904 >= 1] -> [0.0]
    924: [v864 >= 1] -> [0.0]
    943: [v864 >= 1] -> [0.0]
    971: [v6164 == 1] -> [0.0]
    981: [v6164== 1] -> [0.0]
    991: [v6164== 3] -> [0.0]
    1001: [v6164 == 3] -> [0.0]
    1011: [v6164 == 4] -> [0.0]
    1021: [v6164 == 4] -> [0.0]
    1120: [v1110 == -1 || v1110 == 0] -> [0.0]
    1130: [v1110 == -1 || v1110 == 0] -> [0.0]
    2664: [v1558 >= 1 && v1558 <= 5 && v1568 == 3] -> [0.0]
    2867: [v1249 == 1] -> [0.0]
    2877: [v1249 == 1] -> [0.0]
    2887: [v1249 == 1 && v2877 >= 1 && v2877 <= 2] -> [0.0]
    2897: [v1249 == 1] -> [0.0]
    2907: [v1249 == 1] -> [0.0]
    2926: [v1249 == 1 && v2907 == 1] -> [0.0]
    2936: [v1249 == 1 && v2907 == 1] -> [0.0]
    6147: [v1249 == 1 && v2907 == 1] -> [0.0]
    20084: [v104670 == 1] -> [0.0]
    20087: [v101300 == 1] -> [0.0]
    20091: [v100950 > 0] -> [0.0]
    20092: [v101020 > 0] -> [0.0]
    20093: [v101090 > 0] -> [0.0]
    20094: [v101160 > 0] -> [0.0]
    20095: [v100670 > 0] -> [0.0]
    20096: [v100590 > 0] -> [0.0]
    20097: [v100630 > 0] -> [0.0]
    20098: [v101310 > 0] -> [0.0]
    20099: [v101350 > 0] -> [0.0]
    20100: [v101390 > 0] -> [0.0]
    20101: [v101430 > 0] -> [0.0]
    20102: [v101470 > 0] -> [0.0]
    20103: [v101510 > 0] -> [0.0]
    20104: [v101550 > 0] -> [0.0]
    20106: [v102090 > 0] -> [0.0]
    20108: [v102540 > 0] -> [0.0]
    20109: [v102620 > 0] -> [0.0]
    20230: [v20229 > 0] -> [0.0]
    20247: [v20147 > 0] -> [0.0]
    20248: [v20148 > 0] -> [0.0]
    22503: [v22502 == 0] -> [0.0]
    22505: [v22504 == 0] -> [0.0]
    22508: [v22506 == 113 || v22506 == 114] -> [0.0]
    100250: [v100240 == 1] -> [0.0]
    100260: [v100250 != na] -> [0.0]
    100270: [v100240 == 1] -> [0.0]
    100280: [v100270 != na] -> [0.0]
    100290: [v100240 == 1] -> [0.0]
    100300: [v100240 == 1] -> [0.0]
    100310: [v100240 == 1] -> [0.0]
    100320: [v100310 != na] -> [0.0]
    100330: [v100240 == 1] -> [0.0]
    100350: [v100330 != na] -> [0.0]
    100360: [v100240 == 1] -> [0.0]
    100370: [v100240 == 1] -> [0.0]
    100380: [v100240 == 1] -> [0.0]
    100400: [v100390 == 1] -> [0.0]
    100410: [v100390 == 1] -> [0.0]
    100420: [v100390 == 1] -> [0.0]
    100430: [v100390 == 1] -> [0.0]
    100440: [v100390 == 1] -> [0.0]
    100460: [v100400 != na] -> [0.0]
    100470: [v100400 != na] -> [0.0]
    100480: [v100410 != na] -> [0.0]
    100490: [v100390 == 1] -> [0.0]
    100500: [v100390 == 1] -> [0.0]
    100520: [v100510 == 1] -> [0.0]
    100530: [v100510 == 1] -> [0.0]
    100540: [v100510 == 1] -> [0.0]
    100550: [v100510 == 1] -> [0.0]
    100560: [v100510 == 1] -> [0.0]
    100590: [v100580 == 1] -> [0.0]
    100630: [v100580 == 1] -> [0.0]
    100670: [v100580 == 1] -> [0.0]
    100710: [v100580 == 1] -> [0.0]
    100720: [v100580 == 1] -> [0.0]
    100730: [v100580 == 1] -> [0.0]
    100740: [v100580 == 1] -> [0.0]
    100770: [v100760 == 1] -> [0.0]
    100800: [v100760 == 1] -> [0.0]
    100810: [v100760 == 1] -> [0.0]
    100820: [v100760 == 1] -> [0.0]
    100830: [v100760 == 1] -> [0.0]
    100840: [v100760 == 1] -> [0.0]
    100850: [v100760 == 1] -> [0.0]
    100860: [v100760 == 1] -> [0.0]
    100880: [v100760 == 1] -> [0.0]
    100890: [v100760 == 1] -> [0.0]
    100900: [v100760 == 1] -> [0.0]
    100910: [v100760 == 1] -> [0.0]
    100950: [v100940 == 1] -> [0.0]
    101020: [v100940 == 1] -> [0.0]
    101090: [v100940 == 1] -> [0.0]
    101160: [v100940 == 1] -> [0.0]
    101230: [v100940 == 1] -> [0.0]
    101240: [v100940 == 1] -> [0.0]
    101250: [v100940 == 1] -> [0.0]
    101260: [v100940 == 1] -> [0.0]
    101270: [v100940 == 1] -> [0.0]
    101310: [v101300 == 1] -> [0.0]
    101350: [v101300 == 1] -> [0.0]
    101390: [v101300 == 1] -> [0.0]
    101430: [v101300 == 1] -> [0.0]
    101470: [v101300 == 1] -> [0.0]
    101510: [v101300 == 1] -> [0.0]
    101550: [v101300 == 1] -> [0.0]
    102090: [v102080 == 1] -> [0.0]
    102120: [v102080 == 1] -> [0.0]
    102140: [v102130 == 1] -> [0.0]
    102150: [v102130 == 1] -> [0.0]
    102170: [v102130 == 1] -> [0.0]
    102180: [v102130 == 1] -> [0.0]
    102190: [v102130 == 1] -> [0.0]
    102200: [v102130 == 1] -> [0.0]
    102210: [v102130 == 1] -> [0.0]
    102220: [v102130 == 1] -> [0.0]
    102230: [v102130 == 1] -> [0.0]
    102260: [v102250 == 1] -> [0.0]
    102270: [v102250 == 1] -> [0.0]
    102280: [v102250 == 1] -> [0.0]
    102290: [v102250 == 1] -> [0.0]
    102300: [v102250 == 1] -> [0.0]
    102310: [v102250 == 1] -> [0.0]
    102320: [v102250 == 1] -> [0.0]
    102330: [v102250 == 1] -> [0.0]
    102340: [v102250 == 1] -> [0.0]
    102350: [v102250 == 1] -> [0.0]
    102360: [v102250 == 1] -> [0.0]
    102370: [v102250 == 1] -> [0.0]
    102380: [v102250 == 1] -> [0.0]
    102410: [v102400 == 1] -> [0.0]
    102420: [v102400 == 1] -> [0.0]
    102430: [v102400 == 1] -> [0.0]
    102440: [v102400 == 1] -> [0.0]
    102450: [v102400 == 1] -> [0.0]
    102460: [v102400 == 1] -> [0.0]
    102470: [v102400 == 1] -> [0.0]
    102480: [v102400 == 1] -> [0.0]
    102490: [v102400 == 1] -> [0.0]
    102500: [v102400 == 1] -> [0.0]
    102530: [v102520 == 1] -> [0.0]
    102540: [v102520 == 1] -> [0.0]
    102620: [v102520 == 1] -> [0.0]
    102710: [v102700 == 1] -> [0.0]
    102720: [v102700 == 1] -> [0.0]
    102730: [v102700 == 1] -> [0.0]
    102740: [v102700 == 1] -> [0.0]
    102750: [v102700 == 1] -> [0.0]
    102760: [v102700 == 1] -> [0.0]
    102770: [v102700 == 1] -> [0.0]
    102780: [v102700 == 1] -> [0.0]
    102810: [v102800 == 1] -> [0.0]
    102820: [v102800 == 1] -> [0.0]
    102830: [v102800 == 1] -> [0.0]
    102840: [v102800 == 1] -> [0.0]
    102850: [v102800 == 1] -> [0.0]
    102860: [v102800 == 1] -> [0.0]
    102870: [v102800 == 1] -> [0.0]
    102880: [v102800 == 1] -> [0.0]
    102890: [v102800 == 1] -> [0.0]
    102900: [v102800 == 1] -> [0.0]
    102910: [v102800 == 1] -> [0.0]
    102940: [v102930 == 1] -> [0.0]
    102950: [v102930 == 1] -> [0.0]
    102960: [v102930 == 1] -> [0.0]
    102970: [v102930 == 1] -> [0.0]
    102980: [v102930 == 1] -> [0.0]
    103010: [v103000 == 1] -> [0.0]
    103020: [v103000 == 1] -> [0.0]
    103030: [v103000 == 1] -> [0.0]
    103040: [v103000 == 1] -> [0.0]
    103050: [v103000 == 1] -> [0.0]
    103060: [v103000 == 1] -> [0.0]
    103070: [v103000 == 1] -> [0.0]
    103080: [v103000 == 1] -> [0.0]
    103090: [v103000 == 1] -> [0.0]
    103100: [v103000 == 1] -> [0.0]
    103150: [v103140 == 1] -> [0.0]
    103160: [v103140 == 1] -> [0.0]
    103170: [v103140 == 1] -> [0.0]
    103180: [v103140 == 1] -> [0.0]
    103190: [v103140 == 1] -> [0.0]
    103200: [v103140 == 1] -> [0.0]
    103210: [v103140 == 1] -> [0.0]
    103220: [v103140 == 1] -> [0.0]
    103230: [v103140 == 1] -> [0.0]
    103260: [v103250 == 1] -> [0.0]
    103270: [v103250 == 1] -> [0.0]
    103280: [v103250 == 1] -> [0.0]
    103290: [v103250 == 1] -> [0.0]
    104000: [v103990 == 1] -> [0.0]
    104010: [v103990 == 1] -> [0.0]
    104020: [v103990 == 1] -> [0.0]
    104030: [v103990 == 1] -> [0.0]
    104050: [v103990 == 1] -> [0.0]
    104060: [v103990 == 1] -> [0.0]
    104070: [v103990 == 1] -> [0.0]
    104080: [v103990 == 1] -> [0.0]
    104090: [v103990 == 1] -> [0.0]
    104100: [v103990 == 1] -> [0.0]
    104110: [v103990 == 1] -> [0.0]
    104120: [v103990 == 1] -> [0.0]
    104130: [v103990 == 1] -> [0.0]
    104140: [v103990 == 1] -> [0.0]
    104150: [v103990 == 1] -> [0.0]
    104160: [v103990 == 1] -> [0.0]
    104170: [v103990 == 1] -> [0.0]
    104180: [v103990 == 1] -> [0.0]
    104190: [v103990 == 1] -> [0.0]
    104200: [v103990 == 1] -> [0.0]
    104210: [v103990 == 1] -> [0.0]
    104220: [v103990 == 1] -> [0.0]
    104230: [v103990 == 1] -> [0.0]
    104240: [v103990 == 1] -> [0.0]
    104250: [v103990 == 1] -> [0.0]
    104260: [v103990 == 1] -> [0.0]
    104270: [v103990 == 1] -> [0.0]
    104280: [v103990 == 1] -> [0.0]
    104290: [v103990 == 1] -> [0.0]
    104300: [v103990 == 1] -> [0.0]
    104310: [v103990 == 1] -> [0.0]
    104320: [v103990 == 1] -> [0.0]
    104330: [v103990 == 1] -> [0.0]
    104340: [v103990 == 1] -> [0.0]
    104350: [v103990 == 1] -> [0.0]
    104360: [v103990 == 1] -> [0.0]
    104370: [v103990 == 1] -> [0.0]
    104380: [v103990 == 1] -> [0.0]
    104410: [v104400 == 1] -> [0.0]
    104420: [v104400 == 1] -> [0.0]
    104430: [v104400 == 1] -> [0.0]
    104440: [v104400 == 1] -> [0.0]
    104450: [v104400 == 1] -> [0.0]
    104460: [v104400 == 1] -> [0.0]
    104470: [v104400 == 1] -> [0.0]
    104480: [v104400 == 1] -> [0.0]
    104490: [v104400 == 1] -> [0.0]
    104500: [v104400 == 1] -> [0.0]
    104510: [v104400 == 1] -> [0.0]
    104520: [v104400 == 1] -> [0.0]
    104530: [v104400 == 1] -> [0.0]
    104540: [v104400 == 1] -> [0.0]
    104550: [v104400 == 1] -> [0.0]
    104560: [v104400 == 1] -> [0.0]
    104570: [v104400 == 1] -> [0.0]
    104580: [v104400 == 1] -> [0.0]
    104590: [v104400 == 1] -> [0.0]
  Categorical recoding: True
    699: [-10.0] -> [0.5]
    757: [-10.0] -> [0.5]
    777: [-10.0] -> [0.5]
    796: [-10.0] -> [0.5]
    864: [-2.0] -> [0.0]
    1031: [1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0] -> [6.0, 5.0, 4.0, 3.0, 2.0, 1.0, 0.0]
    1050: [-10.0] -> [0.5]
    1060: [-10.0] -> [0.5]
    1070: [-10.0] -> [0.5]
    1080: [-10.0] -> [0.5]
    1090: [-10.0] -> [0.5]
    1100: [5.0] -> [0.0]
    1140: [1.0, 0.0, 2.0] -> [0.0, 1.0, 2.0]
    1210: [1.0, 2.0] -> [2.0, 1.0]
    1239: [0.0, 2.0, 1.0] -> [0.0, 1.0, 2.0]
    1249: [4.0, 3.0, 2.0, 1.0] -> [0.0, 1.0, 2.0, 3.0]
    1289: [-10.0] -> [0.5]
    1299: [-10.0] -> [0.5]
    1309: [-10.0] -> [0.5]
    1319: [-10.0] -> [0.5]
    1438: [-10.0] -> [0.5]
    1458: [-10.0] -> [0.5]
    1488: [-10.0] -> [0.5]
    1498: [-10.0] -> [0.5]
    1518: [1.0, 2.0, 3.0] -> [3.0, 2.0, 1.0]
    1528: [-10.0] -> [0.5]
    1558: [1.0, 2.0, 3.0, 4.0, 5.0, 6.0] -> [5.0, 4.0, 3.0, 2.0, 1.0, 0.0]
    1618: [-6.0, 1.0] -> [1.0, 2.0]
    1628: [1.0, 2.0, 3.0] -> [3.0, 2.0, 1.0]
    1687: [1.0, 2.0, 3.0] -> [1.0, 3.0, 2.0]
    1697: [1.0, 2.0, 3.0] -> [1.0, 3.0, 2.0]
    1757: [1.0, 2.0, 3.0] -> [1.0, 3.0, 2.0]
    2178: [1.0, 2.0, 3.0, 4.0] -> [4.0, 3.0, 2.0, 1.0]
    2247: [99.0] -> [2.0]
    2267: [5.0] -> [0.0]
    2277: [-10.0] -> [0.5]
    2306: [0.0, 2.0, 3.0] -> [2.0, 3.0, 1.0]
    2355: [-10.0] -> [0.5]
    2684: [-10.0] -> [0.5]
    2704: [-10.0] -> [0.5]
    2887: [-10.0] -> [0.5]
    2936: [1.0, 2.0, 3.0, 4.0] -> [3.0, 2.0, 1.0, 0.0]
    3456: [-10.0] -> [0.5]
    3496: [1.0, 2.0, 3.0, 4.0] -> [3.0, 2.0, 1.0, 0.0]
    3506: [1.0, 2.0, 3.0] -> [3.0, 2.0, 1.0]
    3809: [-10.0] -> [0.5]
    4232: [9.0] -> [0.0]
    4243: [9.0] -> [0.0]
    4259: [9.0] -> [0.0]
    4282: [-1.0] -> [max(min() - 1, 0)]
    4283: [-1.0] -> [max(min() - 1, 0)]
    4292: [-1.0, 0.0, 1.0, 2.0, 3.0] -> [0.0, 0.0, 0.0, 0.0, 1.0]
    4293: [-1.0, 0.0, 1.0, 2.0, 3.0] -> [0.0, 0.0, 0.0, 0.0, 1.0]
    4294: [9.0] -> [0.0]
    4526: [1.0, 2.0, 3.0, 4.0, 5.0, 6.0] -> [6.0, 5.0, 4.0, 3.0, 2.0, 1.0]
    4537: [1.0, 2.0, 3.0, 4.0, 5.0, 6.0] -> [6.0, 5.0, 4.0, 3.0, 2.0, 1.0]
    4548: [1.0, 2.0, 3.0, 4.0, 5.0, 6.0] -> [6.0, 5.0, 4.0, 3.0, 2.0, 1.0]
    4559: [1.0, 2.0, 3.0, 4.0, 5.0, 6.0] -> [6.0, 5.0, 4.0, 3.0, 2.0, 1.0]
    4570: [1.0, 2.0, 3.0, 4.0, 5.0, 6.0] -> [6.0, 5.0, 4.0, 3.0, 2.0, 1.0]
    4581: [1.0, 2.0, 3.0, 4.0, 5.0, 6.0] -> [6.0, 5.0, 4.0, 3.0, 2.0, 1.0]
    4674: [1.0, 2.0, 3.0, 4.0] -> [3.0, 2.0, 1.0, 0.0]
    4803: [0.0, 14.0, 13.0, 12.0, 11.0] -> [0.0, 1.0, 2.0, 3.0, 4.0]
    4814: [4.0, 13.0, 12.0, 11.0] -> [0.0, 1.0, 2.0, 3.0]
    4825: [0.0, 13.0, 12.0, 11.0] -> [0.0, 0.5, 3.0, 7.0]
    4836: [0.0, 13.0, 12.0, 11.0] -> [0.0, 0.5, 3.0, 7.0]
    4935: [13.0, 14.0, 15.0, 16.0, 17.0] -> [0.0, 0.0, 1.0, 0.0, 0.0]
    4946: [642.0, 308.0, 987.0, 714.0, 253.0] -> [0.0, 0.0, 1.0, 0.0, 0.0]
    4957: [1.0, 2.0, 3.0, 4.0, 5.0] -> [0.0, 0.0, 0.0, 1.0, 0.0]
    4968: [5.0, 6.0, 7.0, 8.0] -> [0.0, 1.0, 0.0, 0.0]
    4979: [1.0, 2.0, 3.0, 4.0, 5.0] -> [0.0, 0.0, 0.0, 1.0, 0.0]
    4990: [68.0, 69.0, 70.0, 71.0, 72.0] -> [0.0, 1.0, 0.0, 0.0, 0.0]
    5001: [1.0, 2.0, 3.0, 4.0, 5.0] -> [0.0, 0.0, 1.0, 0.0, 0.0]
    5012: [25.0, 26.0, 27.0, 28.0, 29.0] -> [0.0, 1.0, 0.0, 0.0, 0.0]
    5181: [0.0, 3.0, 2.0, 1.0] -> [0.0, 1.0, 2.0, 3.0]
    5556: [1.0, 2.0, 3.0, 4.0, 5.0] -> [0.0, 0.0, 0.0, 1.0, 0.0]
    5663: [11.0, 12.0, 13.0] -> [1.0, 2.0, 3.0]
    5699: [96.0, 95.0, 94.0, 93.0, 92.0] -> [0.0, 1.0, 0.0, 0.0, 0.0]
    5779: [1.0, 2.0, 3.0, 4.0, 5.0] -> [0.0, 0.0, 0.0, 0.0, 1.0]
    5790: [50.0, 49.0, 48.0, 47.0, 46.0, 45.0] -> [0.0, 0.0, 0.0, 0.0, 0.0, 1.0]
    5866: [1.0, 2.0, 3.0, -5.0] -> [1.0, 0.0, 0.0, 0.0]
    6138: [1.0, 2.0, 5.0, 6.0, 3.0, 4.0] -> [5.0, 4.0, 3.0, 2.0, 1.0, 1.0]
    6150: [-7.0] -> [0.0]
    6183: [-10.0] -> [0.5]
    6348: [0.0] -> [max() + 1]
    6350: [0.0] -> [max() + 1]
    10612: [-1.0] -> [max(min() - 1, 0)]
    10722: [1.0, 2.0, 5.0, 3.0, 4.0] -> [5.0, 4.0, 3.0, 2.0, 1.0]
    10740: [1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0] -> [6.0, 5.0, 4.0, 3.0, 2.0, 1.0, 0.0]
    10886: [0.0, 1.0, 2.0] -> [1.0, 0.0, 2.0]
    20018: [1.0, 2.0] -> [2.0, 1.0]
    20420: [-999.0] -> [max() + 1]
    20442: [-999.0] -> [max() + 1]
    20458: [1.0, 2.0, 3.0, 4.0, 5.0, 6.0] -> [6.0, 5.0, 4.0, 3.0, 2.0, 1.0]
    20459: [1.0, 2.0, 3.0, 4.0, 5.0, 6.0] -> [6.0, 5.0, 4.0, 3.0, 2.0, 1.0]
    20465: [-999.0] -> [max() + 1]
    20470: [-999.0] -> [max() + 1]
    20473: [-999.0] -> [max() + 1]
    20476: [-999.0] -> [max() + 1]
    21028: [-500.0, -501.0, -502.0, -503.0, -504.0] -> [0.0, 1.0, 2.0, 3.0, 4.0]
    21029: [-500.0, -501.0, -502.0, -503.0, -504.0] -> [0.0, 1.0, 2.0, 3.0, 4.0]
    21030: [-500.0, -501.0, -502.0, -503.0, -504.0] -> [0.0, 1.0, 2.0, 3.0, 4.0]
    21031: [-500.0, -501.0, -502.0, -503.0, -504.0] -> [0.0, 1.0, 2.0, 3.0, 4.0]
    21032: [-500.0, -501.0, -502.0, -503.0, -504.0] -> [0.0, 1.0, 2.0, 3.0, 4.0]
    21033: [-500.0, -501.0, -502.0, -503.0, -504.0] -> [0.0, 1.0, 2.0, 3.0, 4.0]
    21034: [-500.0, -501.0, -502.0, -503.0, -504.0] -> [0.0, 1.0, 2.0, 3.0, 4.0]
    21045: [-777.0] -> [52.0]
    21050: [-600.0, -601.0, -602.0] -> [0.0, 1.0, 2.0]
    21057: [-600.0, -601.0, -602.0] -> [0.0, 1.0, 2.0]
    22506: [111.0, 112.0, 113.0, 114.0] -> [3.0, 2.0, 1.0, 0.0]
    22508: [-1001.0] -> [0.5]
    22604: [-1520.0, -2030.0, -3040.0, 4000.0] -> [1.0, 2.0, 3.0, 4.0]
    22606: [-131.0, -141.0] -> [1.0, 2.0]
    22607: [-131.0, -141.0] -> [1.0, 2.0]
    22608: [-131.0, -141.0] -> [1.0, 2.0]
    22609: [-131.0, -141.0] -> [1.0, 2.0]
    22610: [-131.0, -141.0] -> [1.0, 2.0]
    22611: [-131.0, -141.0] -> [1.0, 2.0]
    22612: [-131.0, -141.0] -> [1.0, 2.0]
    22613: [-131.0, -141.0] -> [1.0, 2.0]
    22614: [-131.0, -141.0] -> [1.0, 2.0]
    22615: [-131.0, -141.0] -> [1.0, 2.0]
    22630: [9.0, 0.0, 1.0] -> [0.0, 1.0, 2.0]
    22640: [9.0, 0.0, 1.0] -> [0.0, 1.0, 2.0]
    22641: [-1001.0] -> [0.5]
    22644: [-1.0] -> [31.0]
    22645: [-1.0] -> [31.0]
    22650: [9.0, 0.0, 1.0] -> [0.0, 1.0, 2.0]
    22651: [-1001.0] -> [0.5]
    22654: [-1.0] -> [31.0]
    22655: [-1.0] -> [31.0]
    100150: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    100160: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    100170: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    100180: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    100190: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    100200: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    100210: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    100220: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    100230: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    100250: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    100260: [1.0, 111.0] -> [1.0, 0.5]
    100270: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    100280: [1.0, 111.0] -> [1.0, 0.5]
    100290: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    100300: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    100310: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    100320: [1.0, 111.0] -> [1.0, 0.5]
    100330: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    100350: [1.0, 111.0] -> [1.0, 0.5]
    100360: [1.0, 111.0] -> [1.0, 0.5]
    100370: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    100380: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    100400: [1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    100410: [1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    100420: [1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    100430: [1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    100440: [1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    100460: [1.0, 111.0] -> [1.0, 0.5]
    100470: [1.0, 111.0] -> [1.0, 0.5]
    100480: [1.0, 111.0] -> [1.0, 0.5]
    100490: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    100500: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    100520: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    100530: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    100540: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    100550: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    100560: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    100590: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    100630: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    100670: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    100710: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    100720: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    100730: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    100740: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    100770: [555.0, 1.0, 200.0] -> [0.5, 1.0, 2.0]
    100800: [555.0, 1.0, 200.0] -> [0.5, 1.0, 2.0]
    100810: [555.0, 1.0, 200.0] -> [0.5, 1.0, 2.0]
    100820: [555.0, 1.0, 200.0] -> [0.5, 1.0, 2.0]
    100830: [555.0, 1.0, 200.0] -> [0.5, 1.0, 2.0]
    100840: [555.0, 1.0, 200.0] -> [0.5, 1.0, 2.0]
    100850: [555.0, 1.0, 200.0] -> [0.5, 1.0, 2.0]
    100860: [555.0, 1.0, 200.0] -> [0.5, 1.0, 2.0]
    100880: [1.0, 111.0] -> [1.0, 0.5]
    100890: [1.0, 111.0] -> [1.0, 0.5]
    100900: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    100910: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    100950: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    101020: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    101090: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    101160: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    101230: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    101240: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    101250: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    101260: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    101270: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    101310: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    101350: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    101390: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    101430: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    101470: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    101510: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    101550: [555.0, 1.0, 2.0, 3.0, 4.0, 5.0, 600.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
    101970: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    101980: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    101990: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    102000: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    102010: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    102020: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    102030: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    102040: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    102050: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    102060: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    102070: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    102090: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    102120: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    102140: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    102150: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    102170: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    102180: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    102190: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    102200: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    102210: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    102220: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    102230: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    102260: [444.0, 555.0, 1.0, 2.0, 3.0, 4.0, 500.0] -> [0.25, 0.5, 1.0, 2.0, 3.0, 4.0, 5.0]
    102270: [444.0, 555.0, 1.0, 2.0, 3.0, 4.0, 500.0] -> [0.25, 0.5, 1.0, 2.0, 3.0, 4.0, 5.0]
    102280: [444.0, 555.0, 1.0, 2.0, 3.0, 4.0, 500.0] -> [0.25, 0.5, 1.0, 2.0, 3.0, 4.0, 5.0]
    102290: [444.0, 555.0, 1.0, 2.0, 3.0, 4.0, 500.0] -> [0.25, 0.5, 1.0, 2.0, 3.0, 4.0, 5.0]
    102300: [444.0, 555.0, 1.0, 2.0, 3.0, 4.0, 500.0] -> [0.25, 0.5, 1.0, 2.0, 3.0, 4.0, 5.0]
    102310: [444.0, 555.0, 1.0, 2.0, 3.0, 4.0, 500.0] -> [0.25, 0.5, 1.0, 2.0, 3.0, 4.0, 5.0]
    102320: [444.0, 555.0, 1.0, 2.0, 3.0, 4.0, 500.0] -> [0.25, 0.5, 1.0, 2.0, 3.0, 4.0, 5.0]
    102330: [444.0, 555.0, 1.0, 2.0, 3.0, 4.0, 500.0] -> [0.25, 0.5, 1.0, 2.0, 3.0, 4.0, 5.0]
    102340: [444.0, 555.0, 1.0, 2.0, 3.0, 4.0, 500.0] -> [0.25, 0.5, 1.0, 2.0, 3.0, 4.0, 5.0]
    102350: [444.0, 555.0, 1.0, 2.0, 3.0, 4.0, 500.0] -> [0.25, 0.5, 1.0, 2.0, 3.0, 4.0, 5.0]
    102360: [444.0, 555.0, 1.0, 2.0, 3.0, 4.0, 500.0] -> [0.25, 0.5, 1.0, 2.0, 3.0, 4.0, 5.0]
    102370: [444.0, 555.0, 1.0, 2.0, 3.0, 4.0, 500.0] -> [0.25, 0.5, 1.0, 2.0, 3.0, 4.0, 5.0]
    102380: [444.0, 555.0, 1.0, 2.0, 3.0, 4.0, 500.0] -> [0.25, 0.5, 1.0, 2.0, 3.0, 4.0, 5.0]
    102410: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    102420: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    102430: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    102440: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    102450: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    102460: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    102470: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    102480: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    102490: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    102500: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    102530: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    102540: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    102620: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    102710: [555.0, 1.0, 200.0] -> [0.5, 1.0, 2.0]
    102720: [555.0, 1.0, 200.0] -> [0.5, 1.0, 2.0]
    102730: [555.0, 1.0, 200.0] -> [0.5, 1.0, 2.0]
    102740: [555.0, 1.0, 200.0] -> [0.5, 1.0, 2.0]
    102750: [555.0, 1.0, 200.0] -> [0.5, 1.0, 2.0]
    102760: [555.0, 1.0, 200.0] -> [0.5, 1.0, 2.0]
    102770: [555.0, 1.0, 200.0] -> [0.5, 1.0, 2.0]
    102780: [555.0, 1.0, 200.0] -> [0.5, 1.0, 2.0]
    102810: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    102820: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    102830: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    102840: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    102850: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    102860: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    102870: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    102880: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    102890: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    102900: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    102910: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    102940: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    102950: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    102960: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    102970: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    102980: [555.0, 1.0, 2.0, 300.0] -> [0.5, 1.0, 2.0, 3.0]
    103010: [555.0, 1.0, 2.0, 3.0, 4.0, 500.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0]
    103020: [555.0, 1.0, 2.0, 3.0, 4.0, 500.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0]
    103030: [555.0, 1.0, 2.0, 3.0, 4.0, 500.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0]
    103040: [555.0, 1.0, 2.0, 3.0, 4.0, 500.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0]
    103050: [555.0, 1.0, 2.0, 3.0, 4.0, 500.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0]
    103060: [555.0, 1.0, 2.0, 3.0, 4.0, 500.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0]
    103070: [555.0, 1.0, 2.0, 3.0, 4.0, 500.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0]
    103080: [555.0, 1.0, 2.0, 3.0, 4.0, 500.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0]
    103090: [555.0, 1.0, 2.0, 3.0, 4.0, 500.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0]
    103100: [555.0, 1.0, 2.0, 3.0, 4.0, 500.0] -> [0.5, 1.0, 2.0, 3.0, 4.0, 5.0]
    103120: [111.0] -> [0.5]
    103130: [111.0] -> [0.5]
    103150: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    103160: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    103170: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    103180: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    103190: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    103200: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    103210: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    103220: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    103230: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    103260: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    103270: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    103280: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    103290: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    104000: [444.0, 555.0, 1.0, 2.0, 300.0] -> [0.25, 0.5, 1.0, 2.0, 3.0]
    104010: [444.0, 555.0, 1.0, 2.0, 300.0] -> [0.25, 0.5, 1.0, 2.0, 3.0]
    104020: [444.0, 555.0, 1.0, 2.0, 300.0] -> [0.25, 0.5, 1.0, 2.0, 3.0]
    104030: [444.0, 555.0, 1.0, 2.0, 300.0] -> [0.25, 0.5, 1.0, 2.0, 3.0]
    104050: [444.0, 555.0, 1.0, 2.0, 300.0] -> [0.25, 0.5, 1.0, 2.0, 3.0]
    104060: [444.0, 555.0, 1.0, 2.0, 300.0] -> [0.25, 0.5, 1.0, 2.0, 3.0]
    104070: [444.0, 555.0, 1.0, 2.0, 300.0] -> [0.25, 0.5, 1.0, 2.0, 3.0]
    104080: [444.0, 555.0, 1.0, 2.0, 300.0] -> [0.25, 0.5, 1.0, 2.0, 3.0]
    104090: [444.0, 555.0, 1.0, 2.0, 300.0] -> [0.25, 0.5, 1.0, 2.0, 3.0]
    104100: [444.0, 555.0, 1.0, 2.0, 300.0] -> [0.25, 0.5, 1.0, 2.0, 3.0]
    104110: [444.0, 555.0, 1.0, 2.0, 300.0] -> [0.25, 0.5, 1.0, 2.0, 3.0]
    104120: [444.0, 555.0, 1.0, 2.0, 300.0] -> [0.25, 0.5, 1.0, 2.0, 3.0]
    104130: [444.0, 555.0, 1.0, 2.0, 300.0] -> [0.25, 0.5, 1.0, 2.0, 3.0]
    104140: [444.0, 555.0, 1.0, 2.0, 300.0] -> [0.25, 0.5, 1.0, 2.0, 3.0]
    104150: [444.0, 555.0, 1.0, 2.0, 300.0] -> [0.25, 0.5, 1.0, 2.0, 3.0]
    104160: [444.0, 555.0, 1.0, 2.0, 300.0] -> [0.25, 0.5, 1.0, 2.0, 3.0]
    104170: [444.0, 555.0, 1.0, 2.0, 300.0] -> [0.25, 0.5, 1.0, 2.0, 3.0]
    104180: [444.0, 555.0, 1.0, 2.0, 300.0] -> [0.25, 0.5, 1.0, 2.0, 3.0]
    104190: [444.0, 555.0, 1.0, 2.0, 300.0] -> [0.25, 0.5, 1.0, 2.0, 3.0]
    104200: [444.0, 555.0, 1.0, 2.0, 300.0] -> [0.25, 0.5, 1.0, 2.0, 3.0]
    104210: [444.0, 555.0, 1.0, 2.0, 300.0] -> [0.25, 0.5, 1.0, 2.0, 3.0]
    104220: [444.0, 555.0, 1.0, 2.0, 300.0] -> [0.25, 0.5, 1.0, 2.0, 3.0]
    104230: [444.0, 555.0, 1.0, 2.0, 300.0] -> [0.25, 0.5, 1.0, 2.0, 3.0]
    104240: [444.0, 555.0, 1.0, 2.0, 300.0] -> [0.25, 0.5, 1.0, 2.0, 3.0]
    104250: [444.0, 555.0, 1.0, 2.0, 300.0] -> [0.25, 0.5, 1.0, 2.0, 3.0]
    104260: [444.0, 555.0, 1.0, 2.0, 300.0] -> [0.25, 0.5, 1.0, 2.0, 3.0]
    104270: [444.0, 555.0, 1.0, 2.0, 300.0] -> [0.25, 0.5, 1.0, 2.0, 3.0]
    104280: [444.0, 555.0, 1.0, 2.0, 300.0] -> [0.25, 0.5, 1.0, 2.0, 3.0]
    104290: [444.0, 555.0, 1.0, 2.0, 300.0] -> [0.25, 0.5, 1.0, 2.0, 3.0]
    104300: [444.0, 555.0, 1.0, 2.0, 300.0] -> [0.25, 0.5, 1.0, 2.0, 3.0]
    104310: [444.0, 555.0, 1.0, 2.0, 300.0] -> [0.25, 0.5, 1.0, 2.0, 3.0]
    104320: [444.0, 555.0, 1.0, 2.0, 300.0] -> [0.25, 0.5, 1.0, 2.0, 3.0]
    104330: [444.0, 555.0, 1.0, 2.0, 300.0] -> [0.25, 0.5, 1.0, 2.0, 3.0]
    104340: [444.0, 555.0, 1.0, 2.0, 300.0] -> [0.25, 0.5, 1.0, 2.0, 3.0]
    104350: [444.0, 555.0, 1.0, 2.0, 300.0] -> [0.25, 0.5, 1.0, 2.0, 3.0]
    104360: [444.0, 555.0, 1.0, 2.0, 300.0] -> [0.25, 0.5, 1.0, 2.0, 3.0]
    104370: [444.0, 555.0, 1.0, 2.0, 300.0] -> [0.25, 0.5, 1.0, 2.0, 3.0]
    104380: [444.0, 555.0, 1.0, 2.0, 300.0] -> [0.25, 0.5, 1.0, 2.0, 3.0]
    104410: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    104420: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    104430: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    104440: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    104450: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    104460: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    104470: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    104480: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    104490: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    104500: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    104510: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    104520: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    104530: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    104540: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    104550: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    104560: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    104570: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    104580: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    104590: [555.0, 1.0, 2.0, 3.0, 400.0] -> [0.5, 1.0, 2.0, 3.0, 4.0]
    104900: [0.0, 10.0, 1030.0, 3060.0, 12.0, 24.0, 46.0, 600.0] -> [0.0, 0.0833333, 0.333333, 0.75, 1.5, 3.0, 5.0, 7.0]
    104910: [0.0, 10.0, 1030.0, 3060.0, 12.0, 24.0, 46.0, 600.0] -> [0.0, 0.0833333, 0.333333, 0.75, 1.5, 3.0, 5.0, 7.0]
    104920: [0.0, 1.0, 13.0, 35.0, 57.0, 79.0, 912.0, 1200.0] -> [0.0, 0.5, 2.0, 4.0, 6.0, 8.0, 10.5, 13.5]

Processing: True
  1: ['vids' list([6150, 6155, 20003, 20199])] -> [binariseCategorical[processor](acrossVisits=True,acrossInstances=True)]
  2: ['vids' list([20001, 20002, 20004, 40011, 40012])] -> [binariseCategorical[processor](acrossVisits=True,acrossInstances=True)]
  3: ['vids'
 list([40001, 40002, 40006, 40013, 41200, 41201, 41210, 41256, 41258, 41272, 41273])] -> [binariseCategorical[processor](acrossVisits=True,acrossInstances=True)]
  4: ['vids' list([41270, 41271])] -> [binariseCategorical[processor](acrossVisits=True,acrossInstances=True,fillval=0,take=[41280, 41281])]
  5: ['vids' list([23165, 29000, 29001])] -> [binariseCategorical[processor]()]
  6: ['all_except'
 list([6150, 6155, 20001, 20002, 20003, 20004, 20199, 40001, 40002, 40006, 40011, 40012, 40013, 41200, 41201, 41202, 41203, 41204, 41205, 41210, 41256, 41258, 41270, 41271, 41272, 41273, 0, 31, 33, 34, 52, 53, 54, 55, 21022, 22200, 25780, 24360, 24361, 24362, 24363, 24364, 24365, 24366, 24367, 24368, 24369, 24370, 24371, 24372, 24373, 24374, 24375, 24376, 24377, 24378, 24379, 24380, 24381, 24382, 24383, 24384, 24385, 24386, 24387, 24388, 24389, 24390, 24391, 24392, 24393, 24394, 24395, 24396, 24397, 24398, 24399, 24400, 24401, 24402, 24403, 24404, 24405, 24406, 24407, 24408, 24409, 24418, 24419, 24420, 24421, 24422, 24423, 24424, 24425, 24426, 24427, 24428, 24429, 24430, 24431, 24432, 24433, 24434, 24435, 24436, 24437, 24438, 24439, 24440, 24441, 24442, 24443, 24444, 24445, 24446, 24447, 24448, 24449, 24450, 24451, 24452, 24453, 24454, 24455, 24456, 24457, 24458, 24459, 24460, 24461, 24462, 24463, 24464, 24465, 24466, 24467, 24468, 24469, 24470, 24471, 24472, 24473, 24474, 24475, 24476, 24477, 24478, 24479, 24480, 24481, 24482, 24483, 24484, 24485, 24486, 25000, 25001, 25002, 25003, 25004, 25005, 25006, 25007, 25008, 25009, 25010, 25011, 25012, 25013, 25014, 25015, 25016, 25017, 25018, 25019, 25020, 25021, 25022, 25023, 25024, 25025, 25026, 25027, 25028, 25029, 25030, 25031, 25032, 25033, 25034, 25035, 25036, 25037, 25038, 25039, 25040, 25041, 25042, 25043, 25044, 25045, 25046, 25047, 25048, 25049, 25050, 25051, 25052, 25053, 25054, 25055, 25056, 25057, 25058, 25059, 25060, 25061, 25062, 25063, 25064, 25065, 25066, 25067, 25068, 25069, 25070, 25071, 25072, 25073, 25074, 25075, 25076, 25077, 25078, 25079, 25080, 25081, 25082, 25083, 25084, 25085, 25086, 25087, 25088, 25089, 25090, 25091, 25092, 25093, 25094, 25095, 25096, 25097, 25098, 25099, 25100, 25101, 25102, 25103, 25104, 25105, 25106, 25107, 25108, 25109, 25110, 25111, 25112, 25113, 25114, 25115, 25116, 25117, 25118, 25119, 25120, 25121, 25122, 25123, 25124, 25125, 25126, 25127, 25128, 25129, 25130, 25131, 25132, 25133, 25134, 25135, 25136, 25137, 25138, 25139, 25140, 25141, 25142, 25143, 25144, 25145, 25146, 25147, 25148, 25149, 25150, 25151, 25152, 25153, 25154, 25155, 25156, 25157, 25158, 25159, 25160, 25161, 25162, 25163, 25164, 25165, 25166, 25167, 25168, 25169, 25170, 25171, 25172, 25173, 25174, 25175, 25176, 25177, 25178, 25179, 25180, 25181, 25182, 25183, 25184, 25185, 25186, 25187, 25188, 25189, 25190, 25191, 25192, 25193, 25194, 25195, 25196, 25197, 25198, 25199, 25200, 25201, 25202, 25203, 25204, 25205, 25206, 25207, 25208, 25209, 25210, 25211, 25212, 25213, 25214, 25215, 25216, 25217, 25218, 25219, 25220, 25221, 25222, 25223, 25224, 25225, 25226, 25227, 25228, 25229, 25230, 25231, 25232, 25233, 25234, 25235, 25236, 25237, 25238, 25239, 25240, 25241, 25242, 25243, 25244, 25245, 25246, 25247, 25248, 25249, 25250, 25251, 25252, 25253, 25254, 25255, 25256, 25257, 25258, 25259, 25260, 25261, 25262, 25263, 25264, 25265, 25266, 25267, 25268, 25269, 25270, 25271, 25272, 25273, 25274, 25275, 25276, 25277, 25278, 25279, 25280, 25281, 25282, 25283, 25284, 25285, 25286, 25287, 25288, 25289, 25290, 25291, 25292, 25293, 25294, 25295, 25296, 25297, 25298, 25299, 25300, 25301, 25302, 25303, 25304, 25305, 25306, 25307, 25308, 25309, 25310, 25311, 25312, 25313, 25314, 25315, 25316, 25317, 25318, 25319, 25320, 25321, 25322, 25323, 25324, 25325, 25326, 25327, 25328, 25329, 25330, 25331, 25332, 25333, 25334, 25335, 25336, 25337, 25338, 25339, 25340, 25341, 25342, 25343, 25344, 25345, 25346, 25347, 25348, 25349, 25350, 25351, 25352, 25353, 25354, 25355, 25356, 25357, 25358, 25359, 25360, 25361, 25362, 25363, 25364, 25365, 25366, 25367, 25368, 25369, 25370, 25371, 25372, 25373, 25374, 25375, 25376, 25377, 25378, 25379, 25380, 25381, 25382, 25383, 25384, 25385, 25386, 25387, 25388, 25389, 25390, 25391, 25392, 25393, 25394, 25395, 25396, 25397, 25398, 25399, 25400, 25401, 25402, 25403, 25404, 25405, 25406, 25407, 25408, 25409, 25410, 25411, 25412, 25413, 25414, 25415, 25416, 25417, 25418, 25419, 25420, 25421, 25422, 25423, 25424, 25425, 25426, 25427, 25428, 25429, 25430, 25431, 25432, 25433, 25434, 25435, 25436, 25437, 25438, 25439, 25440, 25441, 25442, 25443, 25444, 25445, 25446, 25447, 25448, 25449, 25450, 25451, 25452, 25453, 25454, 25455, 25456, 25457, 25458, 25459, 25460, 25461, 25462, 25463, 25464, 25465, 25466, 25467, 25468, 25469, 25470, 25471, 25472, 25473, 25474, 25475, 25476, 25477, 25478, 25479, 25480, 25481, 25482, 25483, 25484, 25485, 25486, 25487, 25488, 25489, 25490, 25491, 25492, 25493, 25494, 25495, 25496, 25497, 25498, 25499, 25500, 25501, 25502, 25503, 25504, 25505, 25506, 25507, 25508, 25509, 25510, 25511, 25512, 25513, 25514, 25515, 25516, 25517, 25518, 25519, 25520, 25521, 25522, 25523, 25524, 25525, 25526, 25527, 25528, 25529, 25530, 25531, 25532, 25533, 25534, 25535, 25536, 25537, 25538, 25539, 25540, 25541, 25542, 25543, 25544, 25545, 25546, 25547, 25548, 25549, 25550, 25551, 25552, 25553, 25554, 25555, 25556, 25557, 25558, 25559, 25560, 25561, 25562, 25563, 25564, 25565, 25566, 25567, 25568, 25569, 25570, 25571, 25572, 25573, 25574, 25575, 25576, 25577, 25578, 25579, 25580, 25581, 25582, 25583, 25584, 25585, 25586, 25587, 25588, 25589, 25590, 25591, 25592, 25593, 25594, 25595, 25596, 25597, 25598, 25599, 25600, 25601, 25602, 25603, 25604, 25605, 25606, 25607, 25608, 25609, 25610, 25611, 25612, 25613, 25614, 25615, 25616, 25617, 25618, 25619, 25620, 25621, 25622, 25623, 25624, 25625, 25626, 25627, 25628, 25629, 25630, 25631, 25632, 25633, 25634, 25635, 25636, 25637, 25638, 25639, 25640, 25641, 25642, 25643, 25644, 25645, 25646, 25647, 25648, 25649, 25650, 25651, 25652, 25653, 25654, 25655, 25656, 25657, 25658, 25659, 25660, 25661, 25662, 25663, 25664, 25665, 25666, 25667, 25668, 25669, 25670, 25671, 25672, 25673, 25674, 25675, 25676, 25677, 25678, 25679, 25680, 25681, 25682, 25683, 25684, 25685, 25686, 25687, 25688, 25689, 25690, 25691, 25692, 25693, 25694, 25695, 25696, 25697, 25698, 25699, 25700, 25701, 25702, 25703, 25704, 25705, 25706, 25707, 25708, 25709, 25710, 25711, 25712, 25713, 25714, 25715, 25716, 25717, 25718, 25719, 25720, 25721, 25722, 25723, 25724, 25725, 25726, 25727, 25728, 25729, 25730, 25731, 25732, 25733, 25734, 25735, 25736, 25737, 25738, 25739, 25740, 25741, 25742, 25743, 25744, 25745, 25746, 25754, 25755, 25756, 25757, 25758, 25759, 25761, 25762, 25763, 25764, 25765, 25766, 25767, 25768, 25781, 25782, 25783, 25784, 25785, 25786, 25787, 25788, 25789, 25790, 25791, 25792, 25793, 25794, 25795, 25796, 25797, 25798, 25799, 25800, 25801, 25802, 25803, 25804, 25805, 25806, 25807, 25808, 25809, 25810, 25811, 25812, 25813, 25814, 25815, 25816, 25817, 25818, 25819, 25820, 25821, 25822, 25823, 25824, 25825, 25826, 25827, 25828, 25829, 25830, 25831, 25832, 25833, 25834, 25835, 25836, 25837, 25838, 25839, 25840, 25841, 25842, 25843, 25844, 25845, 25846, 25847, 25848, 25849, 25850, 25851, 25852, 25853, 25854, 25855, 25856, 25857, 25858, 25859, 25860, 25861, 25862, 25863, 25864, 25865, 25866, 25867, 25868, 25869, 25870, 25871, 25872, 25873, 25874, 25875, 25876, 25877, 25878, 25879, 25880, 25881, 25882, 25883, 25884, 25885, 25886, 25887, 25888, 25889, 25890, 25891, 25892, 25893, 25894, 25895, 25896, 25897, 25898, 25899, 25900, 25901, 25902, 25903, 25904, 25905, 25906, 25907, 25908, 25909, 25910, 25911, 25912, 25913, 25914, 25915, 25916, 25917, 25918, 25919, 25920, 25921, 25922, 25923, 25924, 25925, 25926, 25927, 25928, 25929, 25930, 26500, 26501, 26502, 26503, 26504, 26505, 26506, 26507, 26508, 26509, 26510, 26511, 26512, 26513, 26514, 26515, 26516, 26517, 26518, 26519, 26520, 26521, 26522, 26523, 26524, 26525, 26526, 26527, 26528, 26529, 26530, 26531, 26532, 26533, 26534, 26535, 26536, 26537, 26538, 26539, 26540, 26541, 26542, 26543, 26544, 26545, 26546, 26547, 26548, 26549, 26550, 26551, 26552, 26553, 26554, 26555, 26556, 26557, 26558, 26559, 26560, 26561, 26562, 26563, 26564, 26565, 26566, 26567, 26568, 26569, 26570, 26571, 26572, 26573, 26574, 26575, 26576, 26577, 26578, 26579, 26580, 26581, 26582, 26583, 26584, 26585, 26586, 26587, 26588, 26589, 26590, 26591, 26592, 26593, 26594, 26595, 26596, 26597, 26598, 26599, 26600, 26601, 26602, 26603, 26604, 26605, 26606, 26607, 26608, 26609, 26610, 26611, 26612, 26613, 26614, 26615, 26616, 26617, 26618, 26619, 26620, 26621, 26622, 26623, 26624, 26625, 26626, 26627, 26628, 26629, 26630, 26631, 26632, 26633, 26634, 26635, 26636, 26637, 26638, 26639, 26640, 26641, 26642, 26643, 26644, 26645, 26646, 26647, 26648, 26649, 26650, 26651, 26652, 26653, 26654, 26655, 26656, 26657, 26658, 26659, 26660, 26661, 26662, 26663, 26664, 26665, 26666, 26667, 26668, 26669, 26670, 26671, 26672, 26673, 26674, 26675, 26676, 26677, 26678, 26679, 26680, 26681, 26682, 26683, 26684, 26685, 26686, 26687, 26688, 26689, 26690, 26691, 26692, 26693, 26694, 26695, 26696, 26697, 26698, 26699, 26700, 26701, 26702, 26703, 26704, 26705, 26706, 26707, 26708, 26709, 26710, 26711, 26712, 26713, 26714, 26715, 26716, 26717, 26718, 26719, 26720, 26721, 26722, 26723, 26724, 26725, 26726, 26727, 26728, 26729, 26730, 26731, 26732, 26733, 26734, 26735, 26736, 26737, 26738, 26739, 26740, 26741, 26742, 26743, 26744, 26745, 26746, 26747, 26748, 26749, 26750, 26751, 26752, 26753, 26754, 26755, 26756, 26757, 26758, 26759, 26760, 26761, 26762, 26763, 26764, 26765, 26766, 26767, 26768, 26769, 26770, 26771, 26772, 26773, 26774, 26775, 26776, 26777, 26778, 26779, 26780, 26781, 26782, 26783, 26784, 26785, 26786, 26787, 26788, 26789, 26790, 26791, 26792, 26793, 26794, 26795, 26796, 26797, 26798, 26799, 26800, 26801, 26802, 26803, 26804, 26805, 26806, 26807, 26808, 26809, 26810, 26811, 26812, 26813, 26814, 26815, 26816, 26817, 26818, 26819, 26820, 26821, 26822, 26823, 26824, 26825, 26826, 26827, 26828, 26829, 26830, 26831, 26832, 26833, 26834, 26835, 26836, 26837, 26838, 26839, 26840, 26841, 26842, 26843, 26844, 26845, 26846, 26847, 26848, 26849, 26850, 26851, 26852, 26853, 26854, 26855, 26856, 26857, 26858, 26859, 26860, 26861, 26862, 26863, 26864, 26865, 26866, 26867, 26868, 26869, 26870, 26871, 26872, 26873, 26874, 26875, 26876, 26877, 26878, 26879, 26880, 26881, 26882, 26883, 26884, 26885, 26886, 26887, 26888, 26889, 26890, 26891, 26892, 26893, 26894, 26895, 26896, 26897, 26898, 26899, 26900, 26901, 26902, 26903, 26904, 26905, 26906, 26907, 26908, 26909, 26910, 26911, 26912, 26913, 26914, 26915, 26916, 26917, 26918, 26919, 26920, 26921, 26922, 26923, 26924, 26925, 26926, 26927, 26928, 26929, 26930, 26931, 26932, 26933, 26934, 26935, 26936, 26937, 26938, 26939, 26940, 26941, 26942, 26943, 26944, 26945, 26946, 26947, 26948, 26949, 26950, 26951, 26952, 26953, 26954, 26955, 26956, 26957, 26958, 26959, 26960, 26961, 26962, 26963, 26964, 26965, 26966, 26967, 26968, 26969, 26970, 26971, 26972, 26973, 26974, 26975, 26976, 26977, 26978, 26979, 26980, 26981, 26982, 26983, 26984, 26985, 26986, 26987, 26988, 26989, 26990, 26991, 26992, 26993, 26994, 26995, 26996, 26997, 26998, 26999, 27000, 27001, 27002, 27003, 27004, 27005, 27006, 27007, 27008, 27009, 27010, 27011, 27012, 27013, 27014, 27015, 27016, 27017, 27018, 27019, 27020, 27021, 27022, 27023, 27024, 27025, 27026, 27027, 27028, 27029, 27030, 27031, 27032, 27033, 27034, 27035, 27036, 27037, 27038, 27039, 27040, 27041, 27042, 27043, 27044, 27045, 27046, 27047, 27048, 27049, 27050, 27051, 27052, 27053, 27054, 27055, 27056, 27057, 27058, 27059, 27060, 27061, 27062, 27063, 27064, 27065, 27066, 27067, 27068, 27069, 27070, 27071, 27072, 27073, 27074, 27075, 27076, 27077, 27078, 27079, 27080, 27081, 27082, 27083, 27084, 27085, 27086, 27087, 27088, 27089, 27090, 27091, 27092, 27093, 27094, 27095, 27096, 27097, 27098, 27099, 27100, 27101, 27102, 27103, 27104, 27105, 27106, 27107, 27108, 27109, 27110, 27111, 27112, 27113, 27114, 27115, 27116, 27117, 27118, 27119, 27120, 27121, 27122, 27123, 27124, 27125, 27126, 27127, 27128, 27129, 27130, 27131, 27132, 27133, 27134, 27135, 27136, 27137, 27138, 27139, 27140, 27141, 27142, 27143, 27144, 27145, 27146, 27147, 27148, 27149, 27150, 27151, 27152, 27153, 27154, 27155, 27156, 27157, 27158, 27159, 27160, 27161, 27162, 27163, 27164, 27165, 27166, 27167, 27168, 27169, 27170, 27171, 27172, 27173, 27174, 27175, 27176, 27177, 27178, 27179, 27180, 27181, 27182, 27183, 27184, 27185, 27186, 27187, 27188, 27189, 27190, 27191, 27192, 27193, 27194, 27195, 27196, 27197, 27198, 27199, 27200, 27201, 27202, 27203, 27204, 27205, 27206, 27207, 27208, 27209, 27210, 27211, 27212, 27213, 27214, 27215, 27216, 27217, 27218, 27219, 27220, 27221, 27222, 27223, 27224, 27225, 27226, 27227, 27228, 27229, 27230, 27231, 27232, 27233, 27234, 27235, 27236, 27237, 27238, 27239, 27240, 27241, 27242, 27243, 27244, 27245, 27246, 27247, 27248, 27249, 27250, 27251, 27252, 27253, 27254, 27255, 27256, 27257, 27258, 27259, 27260, 27261, 27262, 27263, 27264, 27265, 27266, 27267, 27268, 27269, 27270, 27271, 27272, 27273, 27274, 27275, 27276, 27277, 27278, 27279, 27280, 27281, 27282, 27283, 27284, 27285, 27286, 27287, 27288, 27289, 27290, 27291, 27292, 27293, 27294, 27295, 27296, 27297, 27298, 27299, 27300, 27301, 27302, 27303, 27304, 27305, 27306, 27307, 27308, 27309, 27310, 27311, 27312, 27313, 27314, 27315, 27316, 27317, 27318, 27319, 27320, 27321, 27322, 27323, 27324, 27325, 27326, 27327, 27328, 27329, 27330, 27331, 27332, 27333, 27334, 27335, 27336, 27337, 27338, 27339, 27340, 27341, 27342, 27343, 27344, 27345, 27346, 27347, 27348, 27349, 27350, 27351, 27352, 27353, 27354, 27355, 27356, 27357, 27358, 27359, 27360, 27361, 27362, 27363, 27364, 27365, 27366, 27367, 27368, 27369, 27370, 27371, 27372, 27373, 27374, 27375, 27376, 27377, 27378, 27379, 27380, 27381, 27382, 27383, 27384, 27385, 27386, 27387, 27388, 27389, 27390, 27391, 27392, 27393, 27394, 27395, 27396, 27397, 27398, 27399, 27400, 27401, 27402, 27403, 27404, 27405, 27406, 27407, 27408, 27409, 27410, 27411, 27412, 27413, 27414, 27415, 27416, 27417, 27418, 27419, 27420, 27421, 27422, 27423, 27424, 27425, 27426, 27427, 27428, 27429, 27430, 27431, 27432, 27433, 27434, 27435, 27436, 27437, 27438, 27439, 27440, 27441, 27442, 27443, 27444, 27445, 27446, 27447, 27448, 27449, 27450, 27451, 27452, 27453, 27454, 27455, 27456, 27457, 27458, 27459, 27460, 27461, 27462, 27463, 27464, 27465, 27466, 27467, 27468, 27469, 27470, 27471, 27472, 27473, 27474, 27475, 27476, 27477, 27478, 27479, 27480, 27481, 27482, 27483, 27484, 27485, 27486, 27487, 27488, 27489, 27490, 27491, 27492, 27493, 27494, 27495, 27496, 27497, 27498, 27499, 27500, 27501, 27502, 27503, 27504, 27505, 27506, 27507, 27508, 27509, 27510, 27511, 27512, 27513, 27514, 27515, 27516, 27517, 27518, 27519, 27520, 27521, 27522, 27523, 27524, 27525, 27526, 27527, 27528, 27529, 27530, 27531, 27532, 27533, 27534, 27535, 27536, 27537, 27538, 27539, 27540, 27541, 27542, 27543, 27544, 27545, 27546, 27547, 27548, 27549, 27550, 27551, 27552, 27553, 27554, 27555, 27556, 27557, 27558, 27559, 27560, 27561, 27562, 27563, 27564, 27565, 27566, 27567, 27568, 27569, 27570, 27571, 27572, 27573, 27574, 27575, 27576, 27577, 27578, 27579, 27580, 27581, 27582, 27583, 27584, 27585, 27586, 27587, 27588, 27589, 27590, 27591, 27592, 27593, 27594, 27595, 27596, 27597, 27598, 27599, 27600, 27601, 27602, 27603, 27604, 27605, 27606, 27607, 27608, 27609, 27610, 27611, 27612, 27613, 27614, 27615, 27616, 27617, 27618, 27619, 27620, 27621, 27622, 27623, 27624, 27625, 27626, 27627, 27628, 27629, 27630, 27631, 27632, 27633, 27634, 27635, 27636, 27637, 27638, 27639, 27640, 27641, 27642, 27643, 27644, 27645, 27646, 27647, 27648, 27649, 27650, 27651, 27652, 27653, 27654, 27655, 27656, 27657, 27658, 27659, 27660, 27661, 27662, 27663, 27664, 27665, 27666, 27667, 27668, 27669, 27670, 27671, 27672, 27673, 27674, 27675, 27676, 27677, 27678, 27679, 27680, 27681, 27682, 27683, 27684, 27685, 27686, 27687, 27688, 27689, 27690, 27691, 27692, 27693, 27694, 27695, 27696, 27697, 27698, 27699, 27700, 27701, 27702, 27703, 27704, 27705, 27706, 27707, 27708, 27709, 27710, 27711, 27712, 27713, 27714, 27715, 27716, 27717, 27718, 27719, 27720, 27721, 27722, 27723, 27724, 27725, 27726, 27727, 27728, 27729, 27730, 27731, 27732, 27733, 27734, 27735, 27736, 27737, 27738, 27739, 27740, 27741, 27742, 27743, 27744, 27745, 27746, 27747, 27748, 27749, 27750, 27751, 27752, 27753, 27754, 27755, 27756, 27757, 27758, 27759, 27760, 27761, 27762, 27763, 27764, 27765, 27766, 27767, 27768, 27769, 27770, 27771, 27772, 41257, 41260, 41262, 41263, 41268, 41280, 41281, 41282, 41283, 42014, 42016, 42018, 42020, 42026, 42030, 42032, 130004, 130008, 130014, 130016, 130018, 130020, 130022, 130060, 130062, 130064, 130070, 130082, 130104, 130106, 130118, 130134, 130148, 130174, 130176, 130178, 130184, 130186, 130188, 130190, 130194, 130196, 130198, 130200, 130202, 130212, 130216, 130218, 130224, 130226, 130228, 130230, 130254, 130264, 130310, 130320, 130336, 130338, 130340, 130342, 130344, 130622, 130624, 130626, 130632, 130634, 130642, 130646, 130648, 130656, 130658, 130660, 130664, 130666, 130670, 130686, 130688, 130696, 130698, 130700, 130702, 130704, 130706, 130708, 130714, 130718, 130722, 130724, 130726, 130734, 130736, 130738, 130770, 130774, 130784, 130792, 130804, 130814, 130816, 130818, 130820, 130826, 130828, 130830, 130832, 130836, 130838, 130840, 130842, 130846, 130848, 130852, 130854, 130868, 130874, 130890, 130892, 130894, 130896, 130898, 130902, 130904, 130906, 130908, 130910, 130914, 130916, 130918, 130920, 130922, 130924, 130932, 130944, 130998, 131000, 131016, 131022, 131030, 131032, 131036, 131038, 131042, 131046, 131048, 131052, 131054, 131056, 131060, 131062, 131064, 131066, 131070, 131072, 131074, 131076, 131078, 131082, 131084, 131086, 131088, 131090, 131092, 131102, 131104, 131106, 131108, 131110, 131114, 131118, 131124, 131126, 131128, 131130, 131132, 131136, 131138, 131142, 131144, 131148, 131150, 131152, 131154, 131158, 131160, 131164, 131166, 131168, 131174, 131178, 131180, 131182, 131184, 131186, 131190, 131192, 131196, 131198, 131202, 131204, 131208, 131210, 131212, 131214, 131216, 131220, 131222, 131224, 131228, 131230, 131234, 131236, 131242, 131244, 131246, 131250, 131252, 131256, 131258, 131260, 131262, 131264, 131270, 131280, 131282, 131286, 131290, 131296, 131298, 131300, 131304, 131306, 131308, 131310, 131314, 131316, 131322, 131324, 131328, 131330, 131338, 131342, 131344, 131346, 131348, 131350, 131352, 131354, 131356, 131360, 131362, 131364, 131366, 131368, 131370, 131374, 131378, 131380, 131382, 131384, 131386, 131388, 131390, 131392, 131396, 131400, 131402, 131404, 131406, 131408, 131410, 131412, 131414, 131416, 131422, 131424, 131426, 131428, 131430, 131432, 131436, 131440, 131442, 131444, 131446, 131450, 131456, 131458, 131462, 131464, 131466, 131468, 131470, 131472, 131474, 131476, 131478, 131480, 131482, 131484, 131488, 131490, 131492, 131494, 131498, 131502, 131518, 131524, 131528, 131534, 131538, 131540, 131546, 131548, 131554, 131556, 131560, 131562, 131564, 131566, 131568, 131570, 131572, 131574, 131576, 131578, 131580, 131582, 131584, 131586, 131590, 131592, 131594, 131598, 131600, 131602, 131604, 131608, 131610, 131612, 131614, 131616, 131618, 131620, 131624, 131626, 131628, 131630, 131632, 131634, 131636, 131638, 131640, 131642, 131644, 131646, 131648, 131650, 131652, 131654, 131658, 131662, 131666, 131668, 131670, 131674, 131676, 131678, 131680, 131682, 131684, 131688, 131690, 131692, 131698, 131700, 131702, 131704, 131706, 131708, 131716, 131720, 131722, 131726, 131728, 131730, 131734, 131736, 131738, 131740, 131742, 131746, 131748, 131754, 131760, 131766, 131768, 131774, 131778, 131782, 131788, 131790, 131792, 131794, 131796, 131798, 131802, 131804, 131806, 131810, 131812, 131820, 131822, 131824, 131826, 131830, 131834, 131836, 131840, 131848, 131850, 131852, 131858, 131860, 131862, 131864, 131868, 131870, 131872, 131874, 131876, 131878, 131880, 131882, 131884, 131886, 131888, 131892, 131894, 131898, 131900, 131904, 131906, 131910, 131912, 131914, 131916, 131918, 131922, 131924, 131926, 131928, 131930, 131934, 131938, 131940, 131942, 131946, 131948, 131950, 131954, 131956, 131958, 131960, 131962, 131964, 131970, 131972, 131974, 131976, 131978, 131980, 131982, 131986, 131988, 131990, 131992, 131994, 131996, 132002, 132004, 132008, 132014, 132016, 132020, 132022, 132030, 132032, 132034, 132036, 132038, 132042, 132050, 132054, 132056, 132058, 132062, 132064, 132066, 132070, 132072, 132074, 132076, 132078, 132082, 132084, 132086, 132088, 132090, 132092, 132096, 132098, 132100, 132102, 132104, 132106, 132108, 132110, 132112, 132116, 132118, 132122, 132124, 132128, 132130, 132132, 132134, 132136, 132138, 132140, 132142, 132144, 132146, 132148, 132150, 132152, 132156, 132160, 132162, 132164, 132166, 132168, 132170, 132174, 132186, 132188, 132192, 132194, 132196, 132202, 132206, 132212, 132216, 132220, 132222, 132224, 132228, 132230, 132232, 132238, 132240, 132242, 132244, 132248, 132250, 132252, 132256, 132260, 132262, 132264, 132268, 132270, 132274, 132276, 132278, 132280, 132288, 132298, 132312, 132468, 132472, 132500, 132510, 132518, 132522, 132532, 132536, 132542, 132562, 132574, 42015, 42017, 42019, 42021, 42027, 42031, 42033, 130005, 130009, 130015, 130017, 130019, 130021, 130023, 130061, 130063, 130065, 130071, 130083, 130105, 130107, 130119, 130135, 130149, 130175, 130177, 130179, 130185, 130187, 130189, 130191, 130195, 130197, 130199, 130201, 130203, 130213, 130217, 130219, 130225, 130227, 130229, 130231, 130255, 130265, 130311, 130321, 130337, 130341, 130343, 130345, 130623, 130625, 130627, 130633, 130635, 130643, 130647, 130649, 130657, 130659, 130661, 130665, 130667, 130671, 130687, 130689, 130697, 130699, 130701, 130703, 130705, 130707, 130709, 130715, 130719, 130723, 130725, 130727, 130735, 130737, 130739, 130771, 130775, 130785, 130793, 130805, 130815, 130817, 130819, 130821, 130827, 130829, 130831, 130833, 130839, 130843, 130847, 130849, 130853, 130855, 130869, 130875, 130891, 130893, 130895, 130897, 130899, 130903, 130905, 130907, 130909, 130911, 130915, 130917, 130919, 130921, 130923, 130925, 130933, 130945, 130999, 131001, 131017, 131023, 131031, 131033, 131037, 131039, 131043, 131047, 131049, 131053, 131055, 131057, 131061, 131063, 131065, 131067, 131071, 131073, 131075, 131077, 131079, 131083, 131085, 131087, 131089, 131091, 131093, 131103, 131105, 131107, 131109, 131111, 131115, 131119, 131125, 131129, 131131, 131133, 131137, 131139, 131143, 131145, 131149, 131151, 131153, 131155, 131159, 131161, 131165, 131167, 131175, 131179, 131181, 131183, 131185, 131187, 131191, 131193, 131197, 131199, 131203, 131205, 131209, 131211, 131213, 131215, 131217, 131223, 131225, 131229, 131231, 131237, 131243, 131245, 131247, 131251, 131253, 131257, 131259, 131261, 131263, 131265, 131271, 131281, 131283, 131287, 131291, 131297, 131299, 131305, 131307, 131309, 131311, 131315, 131317, 131323, 131325, 131329, 131331, 131339, 131343, 131345, 131347, 131349, 131351, 131353, 131355, 131357, 131361, 131363, 131365, 131367, 131369, 131371, 131375, 131379, 131381, 131383, 131385, 131387, 131389, 131391, 131393, 131397, 131401, 131403, 131407, 131409, 131411, 131413, 131415, 131417, 131423, 131425, 131427, 131429, 131431, 131433, 131437, 131441, 131443, 131445, 131447, 131451, 131457, 131459, 131463, 131465, 131467, 131469, 131471, 131473, 131475, 131477, 131479, 131481, 131483, 131485, 131489, 131491, 131493, 131495, 131499, 131503, 131519, 131525, 131529, 131535, 131539, 131541, 131547, 131549, 131555, 131557, 131561, 131563, 131565, 131567, 131569, 131571, 131573, 131575, 131577, 131579, 131581, 131583, 131585, 131587, 131591, 131593, 131595, 131599, 131601, 131603, 131605, 131609, 131611, 131613, 131615, 131617, 131619, 131621, 131625, 131627, 131629, 131631, 131633, 131635, 131637, 131639, 131641, 131643, 131645, 131647, 131649, 131651, 131653, 131655, 131659, 131663, 131667, 131669, 131671, 131675, 131677, 131679, 131681, 131683, 131685, 131689, 131691, 131693, 131699, 131701, 131703, 131705, 131707, 131709, 131717, 131721, 131723, 131727, 131729, 131731, 131735, 131737, 131739, 131741, 131743, 131747, 131749, 131755, 131761, 131767, 131769, 131775, 131779, 131783, 131791, 131793, 131795, 131797, 131799, 131803, 131805, 131807, 131811, 131813, 131821, 131823, 131825, 131827, 131831, 131835, 131837, 131841, 131849, 131851, 131859, 131861, 131863, 131865, 131869, 131871, 131873, 131875, 131877, 131879, 131881, 131883, 131885, 131887, 131889, 131893, 131895, 131899, 131901, 131905, 131907, 131911, 131913, 131915, 131917, 131919, 131923, 131925, 131927, 131929, 131931, 131935, 131939, 131941, 131943, 131947, 131949, 131951, 131955, 131957, 131959, 131961, 131963, 131965, 131971, 131973, 131975, 131977, 131979, 131981, 131987, 131989, 131991, 131993, 131995, 131997, 132003, 132005, 132009, 132015, 132017, 132021, 132023, 132031, 132033, 132035, 132037, 132039, 132043, 132051, 132055, 132057, 132059, 132063, 132065, 132067, 132071, 132073, 132075, 132077, 132079, 132083, 132085, 132087, 132089, 132091, 132093, 132097, 132099, 132101, 132103, 132105, 132107, 132109, 132111, 132113, 132117, 132119, 132123, 132125, 132129, 132131, 132133, 132135, 132137, 132139, 132141, 132143, 132145, 132147, 132149, 132151, 132153, 132157, 132161, 132163, 132165, 132167, 132169, 132171, 132175, 132187, 132189, 132193, 132195, 132197, 132203, 132207, 132213, 132217, 132221, 132223, 132225, 132245, 132265, 132269, 132271, 132275, 132277, 132279, 132281, 132289, 132299, 132469, 132473, 132501, 132511, 132519, 132523, 132533, 132537, 132543, 132563, 132575, 132313, 27983, 27984, 27985, 27986, 28001, 28005, 28006, 28008, 28009, 28010, 28030, 28032, 28033, 28034, 28035, 28036, 28037, 28038, 28039, 28040, 28041, 28042, 28043, 28044, 28045, 28046, 28047, 28048, 28049, 28050, 28051, 28052, 28053, 28054, 28055, 28056, 28057, 28058, 28059, 28060, 28061, 28062, 28063, 28064, 28065, 28066, 28067, 28068, 28069, 28070, 28071, 28072, 28073, 28074, 28075, 28076, 28077, 28078, 28079, 28080, 28081, 28082, 28083, 28084, 28085, 28086, 28087, 28088, 28089, 28090, 28091, 28092, 28093, 28094, 28095, 28096, 28097, 28098, 28099, 28100, 28101, 28102, 28103, 28104, 28105, 28106, 28107, 28108, 28109, 28110, 28111, 28112, 28113, 28114, 28115, 28116, 28117, 28118, 28119, 28120, 28121, 28122, 28123, 28124, 28125, 28126, 28127, 28141, 28142, 28143, 28146, 28166, 28167, 28174, 41001, 41259, 41261, 41264, 42038, 42039, 42040, 19, 21, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 68, 96, 120, 200, 393, 757, 1647, 2129, 3060, 3061, 3066, 3077, 3081, 3082, 3090, 3132, 3137, 3166, 4081, 4093, 4096, 4186, 4206, 4238, 4248, 4257, 4286, 4288, 4289, 4293, 4295, 5074, 5075, 5080, 5081, 5214, 5253, 5268, 5270, 5987, 5988, 5991, 6023, 6025, 6314, 6315, 6317, 6334, 6448, 6459, 6470, 6481, 6492, 6503, 6514, 6525, 6536, 6547, 7381, 7382, 7383, 7384, 7385, 7386, 7387, 7388, 7389, 7390, 7391, 7392, 7393, 7394, 7395, 7396, 7397, 7398, 7399, 7400, 7401, 7402, 7403, 7404, 7405, 7406, 7407, 7408, 7409, 7410, 7669, 7670, 7671, 7672, 7673, 7674, 10145, 10697, 12139, 12140, 12141, 12148, 12187, 12188, 12223, 12224, 12253, 12254, 12291, 12323, 12623, 12624, 12651, 12652, 12653, 12654, 12658, 12663, 12664, 12671, 12688, 12695, 12699, 12700, 12704, 12706, 12848, 12851, 12854, 20012, 20013, 20014, 20024, 20025, 20031, 20032, 20035, 20041, 20042, 20043, 20044, 20045, 20046, 20047, 20048, 20049, 20050, 20051, 20052, 20053, 20054, 20058, 20059, 20061, 20062, 20071, 20072, 20077, 20078, 20079, 20080, 20081, 20083, 20114, 20115, 20158, 20201, 20202, 20203, 20204, 20205, 20206, 20207, 20208, 20209, 20210, 20211, 20212, 20213, 20214, 20215, 20216, 20217, 20218, 20219, 20220, 20221, 20222, 20223, 20224, 20225, 20226, 20227, 20241, 20249, 20250, 20251, 20252, 20253, 20254, 20259, 20260, 20400, 20599, 20750, 20751, 21003, 21011, 21012, 21013, 21014, 21015, 21016, 21017, 21018, 21023, 21069, 21094, 21611, 21621, 21622, 21625, 21631, 21634, 21636, 21642, 21651, 21661, 21662, 21663, 21664, 21665, 21666, 21671, 21711, 21721, 21722, 21723, 21725, 21731, 21732, 21733, 21734, 21736, 21738, 21741, 21742, 21751, 21761, 21762, 21763, 21764, 21765, 21766, 21771, 21821, 21822, 21823, 21825, 21831, 21832, 21833, 21834, 21836, 21838, 21841, 21842, 21851, 21861, 21862, 21863, 21864, 21865, 21866, 21871, 22499, 22500, 22600, 22601, 22602, 22603, 22617, 22660, 22661, 22662, 22663, 22664, 23048, 23160, 23161, 23162, 23163, 23164, 23649, 23650, 23658, 23659, 23660, 23762, 23772, 23774, 23775, 25747, 25748, 25749, 25750, 25751, 25752, 25753, 27980, 28003, 29183, 29184, 29185, 29186, 29187, 29188, 29189, 29190, 29191, 29192, 29193, 29194, 29195, 29196, 29197, 29198, 29199, 29200, 29201, 29202, 29203, 29204, 29205, 29206, 29207, 29208, 29209, 30001, 30011, 30021, 30031, 30041, 30051, 30061, 30071, 30081, 30091, 30101, 30111, 30121, 30131, 30141, 30151, 30161, 30171, 30181, 30191, 30201, 30211, 30221, 30231, 30241, 30251, 30261, 30271, 30281, 30291, 30301, 30002, 30012, 30022, 30032, 30042, 30052, 30062, 30072, 30082, 30092, 30102, 30112, 30122, 30132, 30142, 30152, 30162, 30172, 30182, 30192, 30202, 30212, 30222, 30232, 30242, 30252, 30262, 30272, 30282, 30292, 30302, 30003, 30013, 30023, 30033, 30043, 30053, 30063, 30073, 30083, 30093, 30103, 30113, 30123, 30133, 30143, 30153, 30163, 30173, 30183, 30193, 30203, 30213, 30223, 30233, 30243, 30253, 30263, 30273, 30283, 30293, 30303, 30004, 30014, 30024, 30034, 30044, 30054, 30064, 30074, 30084, 30094, 30104, 30114, 30124, 30134, 30144, 30154, 30164, 30174, 30184, 30194, 30204, 30214, 30224, 30234, 30244, 30254, 30264, 30274, 30284, 30294, 30304, 30354, 30502, 30512, 30522, 30532, 30601, 30611, 30621, 30631, 30641, 30651, 30661, 30671, 30681, 30691, 30701, 30711, 30721, 30731, 30741, 30751, 30761, 30771, 30781, 30791, 30801, 30811, 30821, 30831, 30841, 30851, 30861, 30871, 30881, 30891, 30602, 30612, 30622, 30632, 30642, 30652, 30662, 30672, 30682, 30692, 30702, 30712, 30722, 30732, 30742, 30762, 30772, 30782, 30792, 30802, 30812, 30822, 30832, 30842, 30852, 30862, 30872, 30882, 30892, 30605, 30615, 30625, 30635, 30645, 30655, 30665, 30675, 30685, 30695, 30705, 30715, 30725, 30735, 30745, 30755, 30765, 30775, 30785, 30795, 30805, 30815, 30825, 30835, 30845, 30855, 30865, 30875, 30885, 30895, 30666, 30796, 30806, 30826, 30856, 30897, 30900, 30901, 30902, 40000, 41289, 41290, 90001, 90004, 105010, 105030, 110001, 110002, 110005, 110006, 110008, 120128])] -> [removeIfSparse[processor](minpres=51,maxcat=0.99,minstd=1e-06,abscat=False)]
  7: ['vids'
 list([6150, 6155, 20001, 20002, 20003, 20004, 20199, 40001, 40002, 40006, 40011, 40012, 40013, 41200, 41201, 41210, 41256, 41258, 41272, 41273])] -> [removeIfSparse[processor](mincat=10)]
  8: ['vids' list([41270, 41271])] -> [removeIfSparse[processor](minpres=10)]
  9: ['all_except'
 list([41202, 41203, 41204, 41205, 0, 31, 33, 34, 52, 53, 54, 55, 21022, 22200, 25780, 24360, 24361, 24362, 24363, 24364, 24365, 24366, 24367, 24368, 24369, 24370, 24371, 24372, 24373, 24374, 24375, 24376, 24377, 24378, 24379, 24380, 24381, 24382, 24383, 24384, 24385, 24386, 24387, 24388, 24389, 24390, 24391, 24392, 24393, 24394, 24395, 24396, 24397, 24398, 24399, 24400, 24401, 24402, 24403, 24404, 24405, 24406, 24407, 24408, 24409, 24418, 24419, 24420, 24421, 24422, 24423, 24424, 24425, 24426, 24427, 24428, 24429, 24430, 24431, 24432, 24433, 24434, 24435, 24436, 24437, 24438, 24439, 24440, 24441, 24442, 24443, 24444, 24445, 24446, 24447, 24448, 24449, 24450, 24451, 24452, 24453, 24454, 24455, 24456, 24457, 24458, 24459, 24460, 24461, 24462, 24463, 24464, 24465, 24466, 24467, 24468, 24469, 24470, 24471, 24472, 24473, 24474, 24475, 24476, 24477, 24478, 24479, 24480, 24481, 24482, 24483, 24484, 24485, 24486, 25000, 25001, 25002, 25003, 25004, 25005, 25006, 25007, 25008, 25009, 25010, 25011, 25012, 25013, 25014, 25015, 25016, 25017, 25018, 25019, 25020, 25021, 25022, 25023, 25024, 25025, 25026, 25027, 25028, 25029, 25030, 25031, 25032, 25033, 25034, 25035, 25036, 25037, 25038, 25039, 25040, 25041, 25042, 25043, 25044, 25045, 25046, 25047, 25048, 25049, 25050, 25051, 25052, 25053, 25054, 25055, 25056, 25057, 25058, 25059, 25060, 25061, 25062, 25063, 25064, 25065, 25066, 25067, 25068, 25069, 25070, 25071, 25072, 25073, 25074, 25075, 25076, 25077, 25078, 25079, 25080, 25081, 25082, 25083, 25084, 25085, 25086, 25087, 25088, 25089, 25090, 25091, 25092, 25093, 25094, 25095, 25096, 25097, 25098, 25099, 25100, 25101, 25102, 25103, 25104, 25105, 25106, 25107, 25108, 25109, 25110, 25111, 25112, 25113, 25114, 25115, 25116, 25117, 25118, 25119, 25120, 25121, 25122, 25123, 25124, 25125, 25126, 25127, 25128, 25129, 25130, 25131, 25132, 25133, 25134, 25135, 25136, 25137, 25138, 25139, 25140, 25141, 25142, 25143, 25144, 25145, 25146, 25147, 25148, 25149, 25150, 25151, 25152, 25153, 25154, 25155, 25156, 25157, 25158, 25159, 25160, 25161, 25162, 25163, 25164, 25165, 25166, 25167, 25168, 25169, 25170, 25171, 25172, 25173, 25174, 25175, 25176, 25177, 25178, 25179, 25180, 25181, 25182, 25183, 25184, 25185, 25186, 25187, 25188, 25189, 25190, 25191, 25192, 25193, 25194, 25195, 25196, 25197, 25198, 25199, 25200, 25201, 25202, 25203, 25204, 25205, 25206, 25207, 25208, 25209, 25210, 25211, 25212, 25213, 25214, 25215, 25216, 25217, 25218, 25219, 25220, 25221, 25222, 25223, 25224, 25225, 25226, 25227, 25228, 25229, 25230, 25231, 25232, 25233, 25234, 25235, 25236, 25237, 25238, 25239, 25240, 25241, 25242, 25243, 25244, 25245, 25246, 25247, 25248, 25249, 25250, 25251, 25252, 25253, 25254, 25255, 25256, 25257, 25258, 25259, 25260, 25261, 25262, 25263, 25264, 25265, 25266, 25267, 25268, 25269, 25270, 25271, 25272, 25273, 25274, 25275, 25276, 25277, 25278, 25279, 25280, 25281, 25282, 25283, 25284, 25285, 25286, 25287, 25288, 25289, 25290, 25291, 25292, 25293, 25294, 25295, 25296, 25297, 25298, 25299, 25300, 25301, 25302, 25303, 25304, 25305, 25306, 25307, 25308, 25309, 25310, 25311, 25312, 25313, 25314, 25315, 25316, 25317, 25318, 25319, 25320, 25321, 25322, 25323, 25324, 25325, 25326, 25327, 25328, 25329, 25330, 25331, 25332, 25333, 25334, 25335, 25336, 25337, 25338, 25339, 25340, 25341, 25342, 25343, 25344, 25345, 25346, 25347, 25348, 25349, 25350, 25351, 25352, 25353, 25354, 25355, 25356, 25357, 25358, 25359, 25360, 25361, 25362, 25363, 25364, 25365, 25366, 25367, 25368, 25369, 25370, 25371, 25372, 25373, 25374, 25375, 25376, 25377, 25378, 25379, 25380, 25381, 25382, 25383, 25384, 25385, 25386, 25387, 25388, 25389, 25390, 25391, 25392, 25393, 25394, 25395, 25396, 25397, 25398, 25399, 25400, 25401, 25402, 25403, 25404, 25405, 25406, 25407, 25408, 25409, 25410, 25411, 25412, 25413, 25414, 25415, 25416, 25417, 25418, 25419, 25420, 25421, 25422, 25423, 25424, 25425, 25426, 25427, 25428, 25429, 25430, 25431, 25432, 25433, 25434, 25435, 25436, 25437, 25438, 25439, 25440, 25441, 25442, 25443, 25444, 25445, 25446, 25447, 25448, 25449, 25450, 25451, 25452, 25453, 25454, 25455, 25456, 25457, 25458, 25459, 25460, 25461, 25462, 25463, 25464, 25465, 25466, 25467, 25468, 25469, 25470, 25471, 25472, 25473, 25474, 25475, 25476, 25477, 25478, 25479, 25480, 25481, 25482, 25483, 25484, 25485, 25486, 25487, 25488, 25489, 25490, 25491, 25492, 25493, 25494, 25495, 25496, 25497, 25498, 25499, 25500, 25501, 25502, 25503, 25504, 25505, 25506, 25507, 25508, 25509, 25510, 25511, 25512, 25513, 25514, 25515, 25516, 25517, 25518, 25519, 25520, 25521, 25522, 25523, 25524, 25525, 25526, 25527, 25528, 25529, 25530, 25531, 25532, 25533, 25534, 25535, 25536, 25537, 25538, 25539, 25540, 25541, 25542, 25543, 25544, 25545, 25546, 25547, 25548, 25549, 25550, 25551, 25552, 25553, 25554, 25555, 25556, 25557, 25558, 25559, 25560, 25561, 25562, 25563, 25564, 25565, 25566, 25567, 25568, 25569, 25570, 25571, 25572, 25573, 25574, 25575, 25576, 25577, 25578, 25579, 25580, 25581, 25582, 25583, 25584, 25585, 25586, 25587, 25588, 25589, 25590, 25591, 25592, 25593, 25594, 25595, 25596, 25597, 25598, 25599, 25600, 25601, 25602, 25603, 25604, 25605, 25606, 25607, 25608, 25609, 25610, 25611, 25612, 25613, 25614, 25615, 25616, 25617, 25618, 25619, 25620, 25621, 25622, 25623, 25624, 25625, 25626, 25627, 25628, 25629, 25630, 25631, 25632, 25633, 25634, 25635, 25636, 25637, 25638, 25639, 25640, 25641, 25642, 25643, 25644, 25645, 25646, 25647, 25648, 25649, 25650, 25651, 25652, 25653, 25654, 25655, 25656, 25657, 25658, 25659, 25660, 25661, 25662, 25663, 25664, 25665, 25666, 25667, 25668, 25669, 25670, 25671, 25672, 25673, 25674, 25675, 25676, 25677, 25678, 25679, 25680, 25681, 25682, 25683, 25684, 25685, 25686, 25687, 25688, 25689, 25690, 25691, 25692, 25693, 25694, 25695, 25696, 25697, 25698, 25699, 25700, 25701, 25702, 25703, 25704, 25705, 25706, 25707, 25708, 25709, 25710, 25711, 25712, 25713, 25714, 25715, 25716, 25717, 25718, 25719, 25720, 25721, 25722, 25723, 25724, 25725, 25726, 25727, 25728, 25729, 25730, 25731, 25732, 25733, 25734, 25735, 25736, 25737, 25738, 25739, 25740, 25741, 25742, 25743, 25744, 25745, 25746, 25754, 25755, 25756, 25757, 25758, 25759, 25761, 25762, 25763, 25764, 25765, 25766, 25767, 25768, 25781, 25782, 25783, 25784, 25785, 25786, 25787, 25788, 25789, 25790, 25791, 25792, 25793, 25794, 25795, 25796, 25797, 25798, 25799, 25800, 25801, 25802, 25803, 25804, 25805, 25806, 25807, 25808, 25809, 25810, 25811, 25812, 25813, 25814, 25815, 25816, 25817, 25818, 25819, 25820, 25821, 25822, 25823, 25824, 25825, 25826, 25827, 25828, 25829, 25830, 25831, 25832, 25833, 25834, 25835, 25836, 25837, 25838, 25839, 25840, 25841, 25842, 25843, 25844, 25845, 25846, 25847, 25848, 25849, 25850, 25851, 25852, 25853, 25854, 25855, 25856, 25857, 25858, 25859, 25860, 25861, 25862, 25863, 25864, 25865, 25866, 25867, 25868, 25869, 25870, 25871, 25872, 25873, 25874, 25875, 25876, 25877, 25878, 25879, 25880, 25881, 25882, 25883, 25884, 25885, 25886, 25887, 25888, 25889, 25890, 25891, 25892, 25893, 25894, 25895, 25896, 25897, 25898, 25899, 25900, 25901, 25902, 25903, 25904, 25905, 25906, 25907, 25908, 25909, 25910, 25911, 25912, 25913, 25914, 25915, 25916, 25917, 25918, 25919, 25920, 25921, 25922, 25923, 25924, 25925, 25926, 25927, 25928, 25929, 25930, 26500, 26501, 26502, 26503, 26504, 26505, 26506, 26507, 26508, 26509, 26510, 26511, 26512, 26513, 26514, 26515, 26516, 26517, 26518, 26519, 26520, 26521, 26522, 26523, 26524, 26525, 26526, 26527, 26528, 26529, 26530, 26531, 26532, 26533, 26534, 26535, 26536, 26537, 26538, 26539, 26540, 26541, 26542, 26543, 26544, 26545, 26546, 26547, 26548, 26549, 26550, 26551, 26552, 26553, 26554, 26555, 26556, 26557, 26558, 26559, 26560, 26561, 26562, 26563, 26564, 26565, 26566, 26567, 26568, 26569, 26570, 26571, 26572, 26573, 26574, 26575, 26576, 26577, 26578, 26579, 26580, 26581, 26582, 26583, 26584, 26585, 26586, 26587, 26588, 26589, 26590, 26591, 26592, 26593, 26594, 26595, 26596, 26597, 26598, 26599, 26600, 26601, 26602, 26603, 26604, 26605, 26606, 26607, 26608, 26609, 26610, 26611, 26612, 26613, 26614, 26615, 26616, 26617, 26618, 26619, 26620, 26621, 26622, 26623, 26624, 26625, 26626, 26627, 26628, 26629, 26630, 26631, 26632, 26633, 26634, 26635, 26636, 26637, 26638, 26639, 26640, 26641, 26642, 26643, 26644, 26645, 26646, 26647, 26648, 26649, 26650, 26651, 26652, 26653, 26654, 26655, 26656, 26657, 26658, 26659, 26660, 26661, 26662, 26663, 26664, 26665, 26666, 26667, 26668, 26669, 26670, 26671, 26672, 26673, 26674, 26675, 26676, 26677, 26678, 26679, 26680, 26681, 26682, 26683, 26684, 26685, 26686, 26687, 26688, 26689, 26690, 26691, 26692, 26693, 26694, 26695, 26696, 26697, 26698, 26699, 26700, 26701, 26702, 26703, 26704, 26705, 26706, 26707, 26708, 26709, 26710, 26711, 26712, 26713, 26714, 26715, 26716, 26717, 26718, 26719, 26720, 26721, 26722, 26723, 26724, 26725, 26726, 26727, 26728, 26729, 26730, 26731, 26732, 26733, 26734, 26735, 26736, 26737, 26738, 26739, 26740, 26741, 26742, 26743, 26744, 26745, 26746, 26747, 26748, 26749, 26750, 26751, 26752, 26753, 26754, 26755, 26756, 26757, 26758, 26759, 26760, 26761, 26762, 26763, 26764, 26765, 26766, 26767, 26768, 26769, 26770, 26771, 26772, 26773, 26774, 26775, 26776, 26777, 26778, 26779, 26780, 26781, 26782, 26783, 26784, 26785, 26786, 26787, 26788, 26789, 26790, 26791, 26792, 26793, 26794, 26795, 26796, 26797, 26798, 26799, 26800, 26801, 26802, 26803, 26804, 26805, 26806, 26807, 26808, 26809, 26810, 26811, 26812, 26813, 26814, 26815, 26816, 26817, 26818, 26819, 26820, 26821, 26822, 26823, 26824, 26825, 26826, 26827, 26828, 26829, 26830, 26831, 26832, 26833, 26834, 26835, 26836, 26837, 26838, 26839, 26840, 26841, 26842, 26843, 26844, 26845, 26846, 26847, 26848, 26849, 26850, 26851, 26852, 26853, 26854, 26855, 26856, 26857, 26858, 26859, 26860, 26861, 26862, 26863, 26864, 26865, 26866, 26867, 26868, 26869, 26870, 26871, 26872, 26873, 26874, 26875, 26876, 26877, 26878, 26879, 26880, 26881, 26882, 26883, 26884, 26885, 26886, 26887, 26888, 26889, 26890, 26891, 26892, 26893, 26894, 26895, 26896, 26897, 26898, 26899, 26900, 26901, 26902, 26903, 26904, 26905, 26906, 26907, 26908, 26909, 26910, 26911, 26912, 26913, 26914, 26915, 26916, 26917, 26918, 26919, 26920, 26921, 26922, 26923, 26924, 26925, 26926, 26927, 26928, 26929, 26930, 26931, 26932, 26933, 26934, 26935, 26936, 26937, 26938, 26939, 26940, 26941, 26942, 26943, 26944, 26945, 26946, 26947, 26948, 26949, 26950, 26951, 26952, 26953, 26954, 26955, 26956, 26957, 26958, 26959, 26960, 26961, 26962, 26963, 26964, 26965, 26966, 26967, 26968, 26969, 26970, 26971, 26972, 26973, 26974, 26975, 26976, 26977, 26978, 26979, 26980, 26981, 26982, 26983, 26984, 26985, 26986, 26987, 26988, 26989, 26990, 26991, 26992, 26993, 26994, 26995, 26996, 26997, 26998, 26999, 27000, 27001, 27002, 27003, 27004, 27005, 27006, 27007, 27008, 27009, 27010, 27011, 27012, 27013, 27014, 27015, 27016, 27017, 27018, 27019, 27020, 27021, 27022, 27023, 27024, 27025, 27026, 27027, 27028, 27029, 27030, 27031, 27032, 27033, 27034, 27035, 27036, 27037, 27038, 27039, 27040, 27041, 27042, 27043, 27044, 27045, 27046, 27047, 27048, 27049, 27050, 27051, 27052, 27053, 27054, 27055, 27056, 27057, 27058, 27059, 27060, 27061, 27062, 27063, 27064, 27065, 27066, 27067, 27068, 27069, 27070, 27071, 27072, 27073, 27074, 27075, 27076, 27077, 27078, 27079, 27080, 27081, 27082, 27083, 27084, 27085, 27086, 27087, 27088, 27089, 27090, 27091, 27092, 27093, 27094, 27095, 27096, 27097, 27098, 27099, 27100, 27101, 27102, 27103, 27104, 27105, 27106, 27107, 27108, 27109, 27110, 27111, 27112, 27113, 27114, 27115, 27116, 27117, 27118, 27119, 27120, 27121, 27122, 27123, 27124, 27125, 27126, 27127, 27128, 27129, 27130, 27131, 27132, 27133, 27134, 27135, 27136, 27137, 27138, 27139, 27140, 27141, 27142, 27143, 27144, 27145, 27146, 27147, 27148, 27149, 27150, 27151, 27152, 27153, 27154, 27155, 27156, 27157, 27158, 27159, 27160, 27161, 27162, 27163, 27164, 27165, 27166, 27167, 27168, 27169, 27170, 27171, 27172, 27173, 27174, 27175, 27176, 27177, 27178, 27179, 27180, 27181, 27182, 27183, 27184, 27185, 27186, 27187, 27188, 27189, 27190, 27191, 27192, 27193, 27194, 27195, 27196, 27197, 27198, 27199, 27200, 27201, 27202, 27203, 27204, 27205, 27206, 27207, 27208, 27209, 27210, 27211, 27212, 27213, 27214, 27215, 27216, 27217, 27218, 27219, 27220, 27221, 27222, 27223, 27224, 27225, 27226, 27227, 27228, 27229, 27230, 27231, 27232, 27233, 27234, 27235, 27236, 27237, 27238, 27239, 27240, 27241, 27242, 27243, 27244, 27245, 27246, 27247, 27248, 27249, 27250, 27251, 27252, 27253, 27254, 27255, 27256, 27257, 27258, 27259, 27260, 27261, 27262, 27263, 27264, 27265, 27266, 27267, 27268, 27269, 27270, 27271, 27272, 27273, 27274, 27275, 27276, 27277, 27278, 27279, 27280, 27281, 27282, 27283, 27284, 27285, 27286, 27287, 27288, 27289, 27290, 27291, 27292, 27293, 27294, 27295, 27296, 27297, 27298, 27299, 27300, 27301, 27302, 27303, 27304, 27305, 27306, 27307, 27308, 27309, 27310, 27311, 27312, 27313, 27314, 27315, 27316, 27317, 27318, 27319, 27320, 27321, 27322, 27323, 27324, 27325, 27326, 27327, 27328, 27329, 27330, 27331, 27332, 27333, 27334, 27335, 27336, 27337, 27338, 27339, 27340, 27341, 27342, 27343, 27344, 27345, 27346, 27347, 27348, 27349, 27350, 27351, 27352, 27353, 27354, 27355, 27356, 27357, 27358, 27359, 27360, 27361, 27362, 27363, 27364, 27365, 27366, 27367, 27368, 27369, 27370, 27371, 27372, 27373, 27374, 27375, 27376, 27377, 27378, 27379, 27380, 27381, 27382, 27383, 27384, 27385, 27386, 27387, 27388, 27389, 27390, 27391, 27392, 27393, 27394, 27395, 27396, 27397, 27398, 27399, 27400, 27401, 27402, 27403, 27404, 27405, 27406, 27407, 27408, 27409, 27410, 27411, 27412, 27413, 27414, 27415, 27416, 27417, 27418, 27419, 27420, 27421, 27422, 27423, 27424, 27425, 27426, 27427, 27428, 27429, 27430, 27431, 27432, 27433, 27434, 27435, 27436, 27437, 27438, 27439, 27440, 27441, 27442, 27443, 27444, 27445, 27446, 27447, 27448, 27449, 27450, 27451, 27452, 27453, 27454, 27455, 27456, 27457, 27458, 27459, 27460, 27461, 27462, 27463, 27464, 27465, 27466, 27467, 27468, 27469, 27470, 27471, 27472, 27473, 27474, 27475, 27476, 27477, 27478, 27479, 27480, 27481, 27482, 27483, 27484, 27485, 27486, 27487, 27488, 27489, 27490, 27491, 27492, 27493, 27494, 27495, 27496, 27497, 27498, 27499, 27500, 27501, 27502, 27503, 27504, 27505, 27506, 27507, 27508, 27509, 27510, 27511, 27512, 27513, 27514, 27515, 27516, 27517, 27518, 27519, 27520, 27521, 27522, 27523, 27524, 27525, 27526, 27527, 27528, 27529, 27530, 27531, 27532, 27533, 27534, 27535, 27536, 27537, 27538, 27539, 27540, 27541, 27542, 27543, 27544, 27545, 27546, 27547, 27548, 27549, 27550, 27551, 27552, 27553, 27554, 27555, 27556, 27557, 27558, 27559, 27560, 27561, 27562, 27563, 27564, 27565, 27566, 27567, 27568, 27569, 27570, 27571, 27572, 27573, 27574, 27575, 27576, 27577, 27578, 27579, 27580, 27581, 27582, 27583, 27584, 27585, 27586, 27587, 27588, 27589, 27590, 27591, 27592, 27593, 27594, 27595, 27596, 27597, 27598, 27599, 27600, 27601, 27602, 27603, 27604, 27605, 27606, 27607, 27608, 27609, 27610, 27611, 27612, 27613, 27614, 27615, 27616, 27617, 27618, 27619, 27620, 27621, 27622, 27623, 27624, 27625, 27626, 27627, 27628, 27629, 27630, 27631, 27632, 27633, 27634, 27635, 27636, 27637, 27638, 27639, 27640, 27641, 27642, 27643, 27644, 27645, 27646, 27647, 27648, 27649, 27650, 27651, 27652, 27653, 27654, 27655, 27656, 27657, 27658, 27659, 27660, 27661, 27662, 27663, 27664, 27665, 27666, 27667, 27668, 27669, 27670, 27671, 27672, 27673, 27674, 27675, 27676, 27677, 27678, 27679, 27680, 27681, 27682, 27683, 27684, 27685, 27686, 27687, 27688, 27689, 27690, 27691, 27692, 27693, 27694, 27695, 27696, 27697, 27698, 27699, 27700, 27701, 27702, 27703, 27704, 27705, 27706, 27707, 27708, 27709, 27710, 27711, 27712, 27713, 27714, 27715, 27716, 27717, 27718, 27719, 27720, 27721, 27722, 27723, 27724, 27725, 27726, 27727, 27728, 27729, 27730, 27731, 27732, 27733, 27734, 27735, 27736, 27737, 27738, 27739, 27740, 27741, 27742, 27743, 27744, 27745, 27746, 27747, 27748, 27749, 27750, 27751, 27752, 27753, 27754, 27755, 27756, 27757, 27758, 27759, 27760, 27761, 27762, 27763, 27764, 27765, 27766, 27767, 27768, 27769, 27770, 27771, 27772, 41257, 41260, 41262, 41263, 41268, 41280, 41281, 41282, 41283, 42014, 42016, 42018, 42020, 42026, 42030, 42032, 130004, 130008, 130014, 130016, 130018, 130020, 130022, 130060, 130062, 130064, 130070, 130082, 130104, 130106, 130118, 130134, 130148, 130174, 130176, 130178, 130184, 130186, 130188, 130190, 130194, 130196, 130198, 130200, 130202, 130212, 130216, 130218, 130224, 130226, 130228, 130230, 130254, 130264, 130310, 130320, 130336, 130338, 130340, 130342, 130344, 130622, 130624, 130626, 130632, 130634, 130642, 130646, 130648, 130656, 130658, 130660, 130664, 130666, 130670, 130686, 130688, 130696, 130698, 130700, 130702, 130704, 130706, 130708, 130714, 130718, 130722, 130724, 130726, 130734, 130736, 130738, 130770, 130774, 130784, 130792, 130804, 130814, 130816, 130818, 130820, 130826, 130828, 130830, 130832, 130836, 130838, 130840, 130842, 130846, 130848, 130852, 130854, 130868, 130874, 130890, 130892, 130894, 130896, 130898, 130902, 130904, 130906, 130908, 130910, 130914, 130916, 130918, 130920, 130922, 130924, 130932, 130944, 130998, 131000, 131016, 131022, 131030, 131032, 131036, 131038, 131042, 131046, 131048, 131052, 131054, 131056, 131060, 131062, 131064, 131066, 131070, 131072, 131074, 131076, 131078, 131082, 131084, 131086, 131088, 131090, 131092, 131102, 131104, 131106, 131108, 131110, 131114, 131118, 131124, 131126, 131128, 131130, 131132, 131136, 131138, 131142, 131144, 131148, 131150, 131152, 131154, 131158, 131160, 131164, 131166, 131168, 131174, 131178, 131180, 131182, 131184, 131186, 131190, 131192, 131196, 131198, 131202, 131204, 131208, 131210, 131212, 131214, 131216, 131220, 131222, 131224, 131228, 131230, 131234, 131236, 131242, 131244, 131246, 131250, 131252, 131256, 131258, 131260, 131262, 131264, 131270, 131280, 131282, 131286, 131290, 131296, 131298, 131300, 131304, 131306, 131308, 131310, 131314, 131316, 131322, 131324, 131328, 131330, 131338, 131342, 131344, 131346, 131348, 131350, 131352, 131354, 131356, 131360, 131362, 131364, 131366, 131368, 131370, 131374, 131378, 131380, 131382, 131384, 131386, 131388, 131390, 131392, 131396, 131400, 131402, 131404, 131406, 131408, 131410, 131412, 131414, 131416, 131422, 131424, 131426, 131428, 131430, 131432, 131436, 131440, 131442, 131444, 131446, 131450, 131456, 131458, 131462, 131464, 131466, 131468, 131470, 131472, 131474, 131476, 131478, 131480, 131482, 131484, 131488, 131490, 131492, 131494, 131498, 131502, 131518, 131524, 131528, 131534, 131538, 131540, 131546, 131548, 131554, 131556, 131560, 131562, 131564, 131566, 131568, 131570, 131572, 131574, 131576, 131578, 131580, 131582, 131584, 131586, 131590, 131592, 131594, 131598, 131600, 131602, 131604, 131608, 131610, 131612, 131614, 131616, 131618, 131620, 131624, 131626, 131628, 131630, 131632, 131634, 131636, 131638, 131640, 131642, 131644, 131646, 131648, 131650, 131652, 131654, 131658, 131662, 131666, 131668, 131670, 131674, 131676, 131678, 131680, 131682, 131684, 131688, 131690, 131692, 131698, 131700, 131702, 131704, 131706, 131708, 131716, 131720, 131722, 131726, 131728, 131730, 131734, 131736, 131738, 131740, 131742, 131746, 131748, 131754, 131760, 131766, 131768, 131774, 131778, 131782, 131788, 131790, 131792, 131794, 131796, 131798, 131802, 131804, 131806, 131810, 131812, 131820, 131822, 131824, 131826, 131830, 131834, 131836, 131840, 131848, 131850, 131852, 131858, 131860, 131862, 131864, 131868, 131870, 131872, 131874, 131876, 131878, 131880, 131882, 131884, 131886, 131888, 131892, 131894, 131898, 131900, 131904, 131906, 131910, 131912, 131914, 131916, 131918, 131922, 131924, 131926, 131928, 131930, 131934, 131938, 131940, 131942, 131946, 131948, 131950, 131954, 131956, 131958, 131960, 131962, 131964, 131970, 131972, 131974, 131976, 131978, 131980, 131982, 131986, 131988, 131990, 131992, 131994, 131996, 132002, 132004, 132008, 132014, 132016, 132020, 132022, 132030, 132032, 132034, 132036, 132038, 132042, 132050, 132054, 132056, 132058, 132062, 132064, 132066, 132070, 132072, 132074, 132076, 132078, 132082, 132084, 132086, 132088, 132090, 132092, 132096, 132098, 132100, 132102, 132104, 132106, 132108, 132110, 132112, 132116, 132118, 132122, 132124, 132128, 132130, 132132, 132134, 132136, 132138, 132140, 132142, 132144, 132146, 132148, 132150, 132152, 132156, 132160, 132162, 132164, 132166, 132168, 132170, 132174, 132186, 132188, 132192, 132194, 132196, 132202, 132206, 132212, 132216, 132220, 132222, 132224, 132228, 132230, 132232, 132238, 132240, 132242, 132244, 132248, 132250, 132252, 132256, 132260, 132262, 132264, 132268, 132270, 132274, 132276, 132278, 132280, 132288, 132298, 132312, 132468, 132472, 132500, 132510, 132518, 132522, 132532, 132536, 132542, 132562, 132574, 42015, 42017, 42019, 42021, 42027, 42031, 42033, 130005, 130009, 130015, 130017, 130019, 130021, 130023, 130061, 130063, 130065, 130071, 130083, 130105, 130107, 130119, 130135, 130149, 130175, 130177, 130179, 130185, 130187, 130189, 130191, 130195, 130197, 130199, 130201, 130203, 130213, 130217, 130219, 130225, 130227, 130229, 130231, 130255, 130265, 130311, 130321, 130337, 130341, 130343, 130345, 130623, 130625, 130627, 130633, 130635, 130643, 130647, 130649, 130657, 130659, 130661, 130665, 130667, 130671, 130687, 130689, 130697, 130699, 130701, 130703, 130705, 130707, 130709, 130715, 130719, 130723, 130725, 130727, 130735, 130737, 130739, 130771, 130775, 130785, 130793, 130805, 130815, 130817, 130819, 130821, 130827, 130829, 130831, 130833, 130839, 130843, 130847, 130849, 130853, 130855, 130869, 130875, 130891, 130893, 130895, 130897, 130899, 130903, 130905, 130907, 130909, 130911, 130915, 130917, 130919, 130921, 130923, 130925, 130933, 130945, 130999, 131001, 131017, 131023, 131031, 131033, 131037, 131039, 131043, 131047, 131049, 131053, 131055, 131057, 131061, 131063, 131065, 131067, 131071, 131073, 131075, 131077, 131079, 131083, 131085, 131087, 131089, 131091, 131093, 131103, 131105, 131107, 131109, 131111, 131115, 131119, 131125, 131129, 131131, 131133, 131137, 131139, 131143, 131145, 131149, 131151, 131153, 131155, 131159, 131161, 131165, 131167, 131175, 131179, 131181, 131183, 131185, 131187, 131191, 131193, 131197, 131199, 131203, 131205, 131209, 131211, 131213, 131215, 131217, 131223, 131225, 131229, 131231, 131237, 131243, 131245, 131247, 131251, 131253, 131257, 131259, 131261, 131263, 131265, 131271, 131281, 131283, 131287, 131291, 131297, 131299, 131305, 131307, 131309, 131311, 131315, 131317, 131323, 131325, 131329, 131331, 131339, 131343, 131345, 131347, 131349, 131351, 131353, 131355, 131357, 131361, 131363, 131365, 131367, 131369, 131371, 131375, 131379, 131381, 131383, 131385, 131387, 131389, 131391, 131393, 131397, 131401, 131403, 131407, 131409, 131411, 131413, 131415, 131417, 131423, 131425, 131427, 131429, 131431, 131433, 131437, 131441, 131443, 131445, 131447, 131451, 131457, 131459, 131463, 131465, 131467, 131469, 131471, 131473, 131475, 131477, 131479, 131481, 131483, 131485, 131489, 131491, 131493, 131495, 131499, 131503, 131519, 131525, 131529, 131535, 131539, 131541, 131547, 131549, 131555, 131557, 131561, 131563, 131565, 131567, 131569, 131571, 131573, 131575, 131577, 131579, 131581, 131583, 131585, 131587, 131591, 131593, 131595, 131599, 131601, 131603, 131605, 131609, 131611, 131613, 131615, 131617, 131619, 131621, 131625, 131627, 131629, 131631, 131633, 131635, 131637, 131639, 131641, 131643, 131645, 131647, 131649, 131651, 131653, 131655, 131659, 131663, 131667, 131669, 131671, 131675, 131677, 131679, 131681, 131683, 131685, 131689, 131691, 131693, 131699, 131701, 131703, 131705, 131707, 131709, 131717, 131721, 131723, 131727, 131729, 131731, 131735, 131737, 131739, 131741, 131743, 131747, 131749, 131755, 131761, 131767, 131769, 131775, 131779, 131783, 131791, 131793, 131795, 131797, 131799, 131803, 131805, 131807, 131811, 131813, 131821, 131823, 131825, 131827, 131831, 131835, 131837, 131841, 131849, 131851, 131859, 131861, 131863, 131865, 131869, 131871, 131873, 131875, 131877, 131879, 131881, 131883, 131885, 131887, 131889, 131893, 131895, 131899, 131901, 131905, 131907, 131911, 131913, 131915, 131917, 131919, 131923, 131925, 131927, 131929, 131931, 131935, 131939, 131941, 131943, 131947, 131949, 131951, 131955, 131957, 131959, 131961, 131963, 131965, 131971, 131973, 131975, 131977, 131979, 131981, 131987, 131989, 131991, 131993, 131995, 131997, 132003, 132005, 132009, 132015, 132017, 132021, 132023, 132031, 132033, 132035, 132037, 132039, 132043, 132051, 132055, 132057, 132059, 132063, 132065, 132067, 132071, 132073, 132075, 132077, 132079, 132083, 132085, 132087, 132089, 132091, 132093, 132097, 132099, 132101, 132103, 132105, 132107, 132109, 132111, 132113, 132117, 132119, 132123, 132125, 132129, 132131, 132133, 132135, 132137, 132139, 132141, 132143, 132145, 132147, 132149, 132151, 132153, 132157, 132161, 132163, 132165, 132167, 132169, 132171, 132175, 132187, 132189, 132193, 132195, 132197, 132203, 132207, 132213, 132217, 132221, 132223, 132225, 132245, 132265, 132269, 132271, 132275, 132277, 132279, 132281, 132289, 132299, 132469, 132473, 132501, 132511, 132519, 132523, 132533, 132537, 132543, 132563, 132575, 132313, 27983, 27984, 27985, 27986, 28001, 28005, 28006, 28008, 28009, 28010, 28030, 28032, 28033, 28034, 28035, 28036, 28037, 28038, 28039, 28040, 28041, 28042, 28043, 28044, 28045, 28046, 28047, 28048, 28049, 28050, 28051, 28052, 28053, 28054, 28055, 28056, 28057, 28058, 28059, 28060, 28061, 28062, 28063, 28064, 28065, 28066, 28067, 28068, 28069, 28070, 28071, 28072, 28073, 28074, 28075, 28076, 28077, 28078, 28079, 28080, 28081, 28082, 28083, 28084, 28085, 28086, 28087, 28088, 28089, 28090, 28091, 28092, 28093, 28094, 28095, 28096, 28097, 28098, 28099, 28100, 28101, 28102, 28103, 28104, 28105, 28106, 28107, 28108, 28109, 28110, 28111, 28112, 28113, 28114, 28115, 28116, 28117, 28118, 28119, 28120, 28121, 28122, 28123, 28124, 28125, 28126, 28127, 28141, 28142, 28143, 28146, 28166, 28167, 28174, 41001, 41259, 41261, 41264, 42038, 42039, 42040, 19, 21, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 68, 96, 120, 200, 393, 757, 1647, 2129, 3060, 3061, 3066, 3077, 3081, 3082, 3090, 3132, 3137, 3166, 4081, 4093, 4096, 4186, 4206, 4238, 4248, 4257, 4286, 4288, 4289, 4293, 4295, 5074, 5075, 5080, 5081, 5214, 5253, 5268, 5270, 5987, 5988, 5991, 6023, 6025, 6314, 6315, 6317, 6334, 6448, 6459, 6470, 6481, 6492, 6503, 6514, 6525, 6536, 6547, 7381, 7382, 7383, 7384, 7385, 7386, 7387, 7388, 7389, 7390, 7391, 7392, 7393, 7394, 7395, 7396, 7397, 7398, 7399, 7400, 7401, 7402, 7403, 7404, 7405, 7406, 7407, 7408, 7409, 7410, 7669, 7670, 7671, 7672, 7673, 7674, 10145, 10697, 12139, 12140, 12141, 12148, 12187, 12188, 12223, 12224, 12253, 12254, 12291, 12323, 12623, 12624, 12651, 12652, 12653, 12654, 12658, 12663, 12664, 12671, 12688, 12695, 12699, 12700, 12704, 12706, 12848, 12851, 12854, 20012, 20013, 20014, 20024, 20025, 20031, 20032, 20035, 20041, 20042, 20043, 20044, 20045, 20046, 20047, 20048, 20049, 20050, 20051, 20052, 20053, 20054, 20058, 20059, 20061, 20062, 20071, 20072, 20077, 20078, 20079, 20080, 20081, 20083, 20114, 20115, 20158, 20201, 20202, 20203, 20204, 20205, 20206, 20207, 20208, 20209, 20210, 20211, 20212, 20213, 20214, 20215, 20216, 20217, 20218, 20219, 20220, 20221, 20222, 20223, 20224, 20225, 20226, 20227, 20241, 20249, 20250, 20251, 20252, 20253, 20254, 20259, 20260, 20400, 20599, 20750, 20751, 21003, 21011, 21012, 21013, 21014, 21015, 21016, 21017, 21018, 21023, 21069, 21094, 21611, 21621, 21622, 21625, 21631, 21634, 21636, 21642, 21651, 21661, 21662, 21663, 21664, 21665, 21666, 21671, 21711, 21721, 21722, 21723, 21725, 21731, 21732, 21733, 21734, 21736, 21738, 21741, 21742, 21751, 21761, 21762, 21763, 21764, 21765, 21766, 21771, 21821, 21822, 21823, 21825, 21831, 21832, 21833, 21834, 21836, 21838, 21841, 21842, 21851, 21861, 21862, 21863, 21864, 21865, 21866, 21871, 22499, 22500, 22600, 22601, 22602, 22603, 22617, 22660, 22661, 22662, 22663, 22664, 23048, 23160, 23161, 23162, 23163, 23164, 23649, 23650, 23658, 23659, 23660, 23762, 23772, 23774, 23775, 25747, 25748, 25749, 25750, 25751, 25752, 25753, 27980, 28003, 29183, 29184, 29185, 29186, 29187, 29188, 29189, 29190, 29191, 29192, 29193, 29194, 29195, 29196, 29197, 29198, 29199, 29200, 29201, 29202, 29203, 29204, 29205, 29206, 29207, 29208, 29209, 30001, 30011, 30021, 30031, 30041, 30051, 30061, 30071, 30081, 30091, 30101, 30111, 30121, 30131, 30141, 30151, 30161, 30171, 30181, 30191, 30201, 30211, 30221, 30231, 30241, 30251, 30261, 30271, 30281, 30291, 30301, 30002, 30012, 30022, 30032, 30042, 30052, 30062, 30072, 30082, 30092, 30102, 30112, 30122, 30132, 30142, 30152, 30162, 30172, 30182, 30192, 30202, 30212, 30222, 30232, 30242, 30252, 30262, 30272, 30282, 30292, 30302, 30003, 30013, 30023, 30033, 30043, 30053, 30063, 30073, 30083, 30093, 30103, 30113, 30123, 30133, 30143, 30153, 30163, 30173, 30183, 30193, 30203, 30213, 30223, 30233, 30243, 30253, 30263, 30273, 30283, 30293, 30303, 30004, 30014, 30024, 30034, 30044, 30054, 30064, 30074, 30084, 30094, 30104, 30114, 30124, 30134, 30144, 30154, 30164, 30174, 30184, 30194, 30204, 30214, 30224, 30234, 30244, 30254, 30264, 30274, 30284, 30294, 30304, 30354, 30502, 30512, 30522, 30532, 30601, 30611, 30621, 30631, 30641, 30651, 30661, 30671, 30681, 30691, 30701, 30711, 30721, 30731, 30741, 30751, 30761, 30771, 30781, 30791, 30801, 30811, 30821, 30831, 30841, 30851, 30861, 30871, 30881, 30891, 30602, 30612, 30622, 30632, 30642, 30652, 30662, 30672, 30682, 30692, 30702, 30712, 30722, 30732, 30742, 30762, 30772, 30782, 30792, 30802, 30812, 30822, 30832, 30842, 30852, 30862, 30872, 30882, 30892, 30605, 30615, 30625, 30635, 30645, 30655, 30665, 30675, 30685, 30695, 30705, 30715, 30725, 30735, 30745, 30755, 30765, 30775, 30785, 30795, 30805, 30815, 30825, 30835, 30845, 30855, 30865, 30875, 30885, 30895, 30666, 30796, 30806, 30826, 30856, 30897, 30900, 30901, 30902, 40000, 41289, 41290, 90001, 90004, 105010, 105030, 110001, 110002, 110005, 110006, 110008, 120128])] -> [removeIfRedundant[processor](0.99,0.2, skipUnknowns=True)]
  10: ['vids' list([41270])] -> [createDiagnosisColumns[processor](41202,41204, binarised=True)]
  11: ['vids' list([41271])] -> [createDiagnosisColumns[processor](41203,41205, binarised=True)]

All of these rules are coded in a set of .cfg and .tsv files which are installed alongside the FUNPACK source code:

cfgdir=$(python -c "import funpack; print(funpack.findConfigDir())")
ls -l $cfgdir/
ls -l $cfgdir/fmrib/

total 32
-rw-r--r-- 1 root root  236 May 15 14:33 README
drwxr-xr-x 2 root root 4096 May 15 14:32 fmrib
-rw-r--r-- 1 root root 2308 May 15 14:32 fmrib.cfg
-rw-r--r-- 1 root root  732 May 15 14:32 fmrib_cats.cfg
-rw-r--r-- 1 root root  607 May 15 14:32 fmrib_logs.cfg
-rw-r--r-- 1 root root  599 May 15 14:32 fmrib_new_release.cfg
-rw-r--r-- 1 root root  168 May 15 14:32 fmrib_standard.cfg
-rw-r--r-- 1 root root  411 May 15 14:32 local.cfg
total 40
-rw-r--r-- 1 root root 12110 May 15 14:32 categories.tsv
-rw-r--r-- 1 root root  3601 May 15 14:32 datacodings_navalues.tsv
-rw-r--r-- 1 root root  2595 May 15 14:32 datacodings_recoding.tsv
-rw-r--r-- 1 root root    61 May 15 14:32 datetime_formatting.tsv
-rw-r--r-- 1 root root  3396 May 15 14:32 processing.tsv
-rw-r--r-- 1 root root    60 May 15 14:32 variables_clean.tsv
-rw-r--r-- 1 root root  5703 May 15 14:32 variables_parentvalues.tsv

The key files are:

• variables_*.tsv: Child value replacement, and cleaning rules for each variable.

• datacodings_*.tsv: NA insertion and recoding rules for data codings - these are used when rules are not explicitly specified in the variables_*.tsv files, for a variable which uses a given data coding.

• processing.tsv: List of all processing functions that are applied, in order.

• categories.tsv: Variable categories, for use with the --category/-c option.

Note that these rules are released as a separate package called fmrib-unpack-fmrib-config, but are automatically installed when you install FUNPACK.

If you are not happy with some of the rules defined in these files, you have the following options:

1. Override them on the command-line, or in a configuration file (see below)

2. Modify them in place.

3. Create your own versions of the files, and pass them via the following command-line options:

   • --variable_file (-vf for short)

   • --datacoding_file (-df for short)

   • --type_file (-tf for short)

   • --processing_file (-pf for short)

   • --category_file (-cf for short)

Rules which you provide on the command-line or via the -vf and -df options will override built-in rules for the same variables/datacodings.

The variable and datacoding rules can be stored across multiple files - for example, you may want to write all of the NA insertion rules in one file, and all of the child value replacement rules in another. FUNPACK will merge all of the built-in files and any additionally provided files together, so you do not need to maintain large and unwieldy variable/datacoding tables.

Using a configuration file

FUNPACK has an extensive command-line interface, but you don’t need to pass all of the settings via the command-line. Instead, you can put them into a file, and give that file to FUNPACK with the --config (-cfg for short) option. You need to use the long-form of each command-line option, without the leading --.

Let’s take our example from the dry run section, and put all of the options into a configuration file:

cat <<EOF > config.txt
no_builtins
quiet
overwrite
na_values      1   "7,8,9"
recoding       2   "1,2,3" "100,200,300"
child_values   3   "v4 != 20" "25"
clean          4   "makeNa('< 50')"
append_process all "removeIfSparse(minpres=0.5)"
EOF

cat config.txt

no_builtins
quiet
overwrite
na_values      1   "7,8,9"
recoding       2   "1,2,3" "100,200,300"
child_values   3   "v4 != 20" "25"
clean          4   "makeNa('< 50')"
append_process all "removeIfSparse(minpres=0.5)"

Now we can pass this file to FUNPACK instead of having to pass all of the command line options:

funpack -d -cfg config.txt out.tsv data_01.tsv

funpack 3.8.1 dry run

Input data
  Loaded columns:        11
  Ignored columns:       0
  Unknown columns:       10
  Uncategorised columns: 0
  Loaded variables:      11

Cleaning

  NA Insertion: True
    1: [7.0, 8.0, 9.0]

  Cleaning functions: True
    4: [makeNa[cleaner](< 50)]

  Child value replacement: True
    3: [v4 != 20] -> [25.0]
  Categorical recoding: True
    2: [1.0, 2.0, 3.0] -> [100.0, 200.0, 300.0]

Processing: True
  1: ['all' list([])] -> [removeIfSparse[processor](minpres=0.5)]

Working with unknown/uncategorised variables

Future UK BioBank data releases may contain new variables that are not present in the built-in variable table used by FUNPACK, and thus are not recognised as UKB variables.

Furthermore, if you are working with the hand-crafted variable categories from the built-in fmrib configuration, or your own categories, a new data release may contain variables which are not included in any category.

To help you identify these new variables, FUNPACK has the ability to inform you about variables that it does not know about, or that are not categorised.

To demonstrate, let’s create a dummy variable table which lists all of the variables that we do know about - variables 1 to 5. We’ll also create a custom category file, which adds variables 1 to 3 to a category:

echo -e "ID\n1\n2\n3\n4\n5\n"      > custom_variables.tsv
echo -e "ID\tCategory\tVariables"  > custom_categories.tsv
echo -e "1\tmy category\t1:3"     >> custom_categories.tsv
cat custom_variables.tsv
cat custom_categories.tsv

ID
1
2
3
4
5

ID      Category        Variables
1       my category     1:3

Now we can use the --write_unknown_vars option (-wu for short) to generate a summary of the variables which FUNPACK did not recognise, or which were not in any category:

Again we are using the -nb (--no_builtins) option, which tells FUNPACK not to load its built-in table of UK BioBank variables.

funpack -nb -vf custom_variables.tsv -cf custom_categories.tsv -wu out.tsv data_01.tsv
cat out_unknown_vars.txt

name    file    class   exported
6-0.0   /builds/fsl/funpack/funpack/scripts/demo/data_01.tsv    unknown 1
7-0.0   /builds/fsl/funpack/funpack/scripts/demo/data_01.tsv    unknown 1
8-0.0   /builds/fsl/funpack/funpack/scripts/demo/data_01.tsv    unknown 1
9-0.0   /builds/fsl/funpack/funpack/scripts/demo/data_01.tsv    unknown 1
10-0.0  /builds/fsl/funpack/funpack/scripts/demo/data_01.tsv    unknown 1
4-0.0   /builds/fsl/funpack/funpack/scripts/demo/data_01.tsv    uncategorised   1
5-0.0   /builds/fsl/funpack/funpack/scripts/demo/data_01.tsv    uncategorised   1

This file contains a summary of the columns that were uncategorised or not recognised, and whether they were exported to the output file. If an unknown/uncategorised variable was not exported (e.g. it was removed during processing by a sparsity or redundancy check), the exported column will contain a 0 for that variable.

If you are specifically interested in querying or working with these unknown/uncategorised variables, you can select them with the automatically-generated unknown/uncategorised categories:

funpack -nb -vf custom_variables.tsv -cf custom_categories.tsv -c unknown       unknowns.tsv      data_01.tsv
funpack -nb -vf custom_variables.tsv -cf custom_categories.tsv -c uncategorised uncategorised.tsv data_01.tsv
echo "Unknown variables:"
cat unknowns.tsv
echo "Uncategorised variables:"
cat uncategorised.tsv

Unknown variables:
eid     6-0.0   7-0.0   8-0.0   9-0.0   10-0.0
1       22      56      65      90      12
2       35      3       65      50      67
3       36      96      62      48      59
4       20      18      72      37      27
5       84      11      28      69      10
6       46      14      60      73      80
7       23      39      68      7       63
8       83      98      36      6       23
9       12      95      73      2       62
10      20      97      57      59      23
Uncategorised variables:
eid     4-0.0   5-0.0
1       11      84
2       42      89
3       84      93
4       48      80
5       68      80
6       59      7
7       46      92
8       30      92
9       79      16
10      41      8