Overview

Dataset statistics

Number of variables14
Number of observations229308
Missing cells35613
Missing cells (%)1.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory61.7 MiB
Average record size in memory282.3 B

Variable types

NUM9
CAT3
BOOL1
DATE1

Reproduction

Analysis started2020-02-13 23:59:05.001814
Analysis finished2020-02-14 00:00:47.945248
Versionpandas-profiling v2.5.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml
TYPERENDE_DIAGNOSE_CD has a high cardinality: 1766 distinct values High cardinality
AANTAL_SUBTRAJECT_PER_ZPD is highly correlated with AANTAL_PAT_PER_ZPDHigh Correlation
AANTAL_PAT_PER_ZPD is highly correlated with AANTAL_SUBTRAJECT_PER_ZPDHigh Correlation
AANTAL_SUBTRAJECT_PER_DIAG is highly correlated with AANTAL_PAT_PER_DIAGHigh Correlation
AANTAL_PAT_PER_DIAG is highly correlated with AANTAL_SUBTRAJECT_PER_DIAGHigh Correlation
AANTAL_SUBTRAJECT_PER_SPC is highly correlated with AANTAL_PAT_PER_SPCHigh Correlation
AANTAL_PAT_PER_SPC is highly correlated with AANTAL_SUBTRAJECT_PER_SPCHigh Correlation
GEMIDDELDE_VERKOOPPRIJS has 35613 (15.5%) missing values Missing
AANTAL_SUBTRAJECT_PER_ZPD is highly skewed (γ1 = 21.2206314) Skewed
DATUM_BESTAND only contains datetime values, but is categorical. Consider applying pd.to_datetime()Type
PEILDATUM only contains datetime values, but is categorical. Consider applying pd.to_datetime()Type

Variables

VERSIE
Boolean

CONSTANT
REJECTED
Distinct count1
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size1.7 MiB
1
229308
ValueCountFrequency (%) 
1 229308 100.0%
 

DATUM_BESTAND
Categorical

CONSTANT
REJECTED
TYPE DATE
Distinct count1
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size1.7 MiB
2019-12-11
229308
ValueCountFrequency (%) 
2019-12-11 229308 100.0%
 

Length

Max length10
Mean length10
Min length10
ValueCountFrequency (%) 
Decimal_Number 4 80.0%
 
Dash_Punctuation 1 20.0%
 
ValueCountFrequency (%) 
Common 5 100.0%
 
ValueCountFrequency (%) 
ASCII 5 100.0%
 

PEILDATUM
Categorical

CONSTANT
REJECTED
TYPE DATE
Distinct count1
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size1.7 MiB
2019-12-01
229308
ValueCountFrequency (%) 
2019-12-01 229308 100.0%
 

Length

Max length10
Mean length10
Min length10
ValueCountFrequency (%) 
Decimal_Number 4 80.0%
 
Dash_Punctuation 1 20.0%
 
ValueCountFrequency (%) 
Common 5 100.0%
 
ValueCountFrequency (%) 
ASCII 5 100.0%
 

JAAR
Date

Distinct count8
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size1.7 MiB
Minimum2012-01-01 00:00:00
Maximum2019-01-01 00:00:00
Histogram

BEHANDELEND_SPECIALISME_CD
Real number (ℝ≥0)

Distinct count27
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean420.101309156244
Minimum301
Maximum8418
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB

Quantile statistics

Minimum301
5-th percentile302
Q1305
median313
Q3322
95-th percentile361
Maximum8418
Range8117
Interquartile range (IQR)17

Descriptive statistics

Standard deviation913.4366995
Coefficient of variation (CV)2.174324811
Kurtosis72.51679024
Mean420.1013092
Median Absolute Deviation (MAD)207.4526335
Skewness8.625272146
Sum96332591
Variance834366.6039
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 301. 301.5 302.5 303.5 304.5 ... 375.5 389.5 1145. 5159. 8418. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
305 32575 14.2%
 
313 29685 12.9%
 
303 26374 11.5%
 
330 18482 8.1%
 
316 15621 6.8%
 
308 11407 5.0%
 
324 9638 4.2%
 
306 9434 4.1%
 
301 9302 4.1%
 
304 7465 3.3%
 
Other values (17) 59325 25.9%
 
ValueCountFrequency (%) 
301 9302 4.1%
 
302 4940 2.2%
 
303 26374 11.5%
 
304 7465 3.3%
 
305 32575 14.2%
 
ValueCountFrequency (%) 
8418 2946 1.3%
 
1900 151 0.1%
 
390 566 0.2%
 
389 2511 1.1%
 
362 3730 1.6%
 

TYPERENDE_DIAGNOSE_CD
Categorical

HIGH CARDINALITY
Distinct count1766
Unique (%)0.8%
Missing0
Missing (%)0.0%
Memory size1.7 MiB
101
 
953
402
 
944
301
 
912
403
 
909
203
 
860
Other values (1761)
224730
ValueCountFrequency (%) 
101 953 0.4%
 
402 944 0.4%
 
301 912 0.4%
 
403 909 0.4%
 
203 860 0.4%
 
201 853 0.4%
 
401 769 0.3%
 
404 754 0.3%
 
409 747 0.3%
 
802 743 0.3%
 
Other values (1756) 220864 96.3%
 

Length

Max length4
Mean length3.34916357
Min length2
ValueCountFrequency (%) 
Uppercase_Letter 15 60.0%
 
Decimal_Number 10 40.0%
 
ValueCountFrequency (%) 
Latin 15 60.0%
 
Common 10 40.0%
 
ValueCountFrequency (%) 
ASCII 25 100.0%
 

ZORGPRODUCT_CD
Real number (ℝ≥0)

Distinct count5877
Unique (%)2.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean439993873.8149825
Minimum10501002
Maximum998418081
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB

Quantile statistics

Minimum10501002
5-th percentile28999036
Q199799031
median149599019
Q3990004006
95-th percentile990416016
Maximum998418081
Range987917079
Interquartile range (IQR)890204975

Descriptive statistics

Standard deviation428909436.9
Coefficient of variation (CV)0.9748077471
Kurtosis-1.73352344
Mean439993873.8
Median Absolute Deviation (MAD)413702639.5
Skewness0.4715791357
Sum1.008941152e+14
Variance1.83963305e+17
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[1.05010020e+07 1.05010105e+07 1.11010025e+07 1.11010105e+07 1.13010025e+07 ... 9.98418074e+08 9.98418078e+08 9.98418080e+08 9.98418080e+08 9.98418081e+08], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
990004009 1680 0.7%
 
990004007 1653 0.7%
 
990003004 1640 0.7%
 
990004006 1330 0.6%
 
990356076 1156 0.5%
 
990356073 1064 0.5%
 
990003007 1054 0.5%
 
131999228 1008 0.4%
 
131999164 996 0.4%
 
199299013 956 0.4%
 
Other values (5867) 216771 94.5%
 
ValueCountFrequency (%) 
10501002 5 < 0.1%
 
10501003 8 < 0.1%
 
10501004 8 < 0.1%
 
10501005 8 < 0.1%
 
10501007 3 < 0.1%
 
ValueCountFrequency (%) 
998418081 104 < 0.1%
 
998418080 95 < 0.1%
 
998418079 24 < 0.1%
 
998418077 5 < 0.1%
 
998418076 5 < 0.1%
 

AANTAL_PAT_PER_ZPD
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count8305
Unique (%)3.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean494.5914839429937
Minimum1
Maximum152464
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB

Quantile statistics

Minimum1
5-th percentile1
Q13
median13
Q3100
95-th percentile1670
Maximum152464
Range152463
Interquartile range (IQR)97

Descriptive statistics

Standard deviation3052.939543
Coefficient of variation (CV)6.172648826
Kurtosis384.6693955
Mean494.5914839
Median Absolute Deviation (MAD)788.5709634
Skewness16.41870919
Sum113413784
Variance9320439.851
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[1.000000e+00 1.500000e+00 2.500000e+00 3.500000e+00 4.500000e+00 ... 4.793800e+04 6.489850e+04 8.755750e+04 1.089555e+05 1.524640e+05], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1 38110 16.6%
 
2 18585 8.1%
 
3 12109 5.3%
 
4 8976 3.9%
 
5 6994 3.1%
 
6 5847 2.5%
 
7 4864 2.1%
 
8 4093 1.8%
 
9 3817 1.7%
 
10 3360 1.5%
 
Other values (8295) 122553 53.4%
 
ValueCountFrequency (%) 
1 38110 16.6%
 
2 18585 8.1%
 
3 12109 5.3%
 
4 8976 3.9%
 
5 6994 3.1%
 
ValueCountFrequency (%) 
152464 1 < 0.1%
 
144806 1 < 0.1%
 
144494 1 < 0.1%
 
108968 1 < 0.1%
 
108943 1 < 0.1%
 

AANTAL_SUBTRAJECT_PER_ZPD
Real number (ℝ≥0)

HIGH CORRELATION
SKEWED
Distinct count8816
Unique (%)3.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean572.9722425733075
Minimum1
Maximum239637
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB

Quantile statistics

Minimum1
5-th percentile1
Q13
median14
Q3109
95-th percentile1876.65
Maximum239637
Range239636
Interquartile range (IQR)106

Descriptive statistics

Standard deviation3826.365529
Coefficient of variation (CV)6.678099295
Kurtosis731.276005
Mean572.9722426
Median Absolute Deviation (MAD)919.3577293
Skewness21.2206314
Sum131387119
Variance14641073.16
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[1.000000e+00 1.500000e+00 2.500000e+00 3.500000e+00 4.500000e+00 ... 5.004450e+04 6.940800e+04 1.038255e+05 1.511055e+05 2.396370e+05], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1 36785 16.0%
 
2 18263 8.0%
 
3 12019 5.2%
 
4 8834 3.9%
 
5 6925 3.0%
 
6 5852 2.6%
 
7 4848 2.1%
 
8 4069 1.8%
 
9 3715 1.6%
 
10 3392 1.5%
 
Other values (8806) 124606 54.3%
 
ValueCountFrequency (%) 
1 36785 16.0%
 
2 18263 8.0%
 
3 12019 5.2%
 
4 8834 3.9%
 
5 6925 3.0%
 
ValueCountFrequency (%) 
239637 1 < 0.1%
 
231932 1 < 0.1%
 
229642 1 < 0.1%
 
226570 1 < 0.1%
 
218436 1 < 0.1%
 

AANTAL_PAT_PER_DIAG
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count7177
Unique (%)3.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7503.579853297748
Minimum1
Maximum208422
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB

Quantile statistics

Minimum1
5-th percentile43
Q1403
median1668
Q36243
95-th percentile36249
Maximum208422
Range208421
Interquartile range (IQR)5840

Descriptive statistics

Standard deviation17334.73061
Coefficient of variation (CV)2.310194727
Kurtosis32.28435376
Mean7503.579853
Median Absolute Deviation (MAD)9071.070806
Skewness4.971721621
Sum1720630889
Variance300492885.4
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[1.000000e+00 1.500000e+00 1.550000e+01 1.650000e+01 2.150000e+01 ... 1.589495e+05 1.624000e+05 1.991720e+05 2.017170e+05 2.084220e+05], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
19 374 0.2%
 
21 365 0.2%
 
9 359 0.2%
 
17 355 0.2%
 
37 351 0.2%
 
25 349 0.2%
 
20 347 0.2%
 
33 341 0.1%
 
32 326 0.1%
 
6 320 0.1%
 
Other values (7167) 225821 98.5%
 
ValueCountFrequency (%) 
1 216 0.1%
 
2 256 0.1%
 
3 266 0.1%
 
4 270 0.1%
 
5 257 0.1%
 
ValueCountFrequency (%) 
208422 19 < 0.1%
 
202446 17 < 0.1%
 
200988 25 < 0.1%
 
200165 16 < 0.1%
 
198179 20 < 0.1%
 

AANTAL_SUBTRAJECT_PER_DIAG
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count7929
Unique (%)3.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10399.268333420552
Minimum1
Maximum336702
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB

Quantile statistics

Minimum1
5-th percentile52
Q1519
median2268
Q38557
95-th percentile49217
Maximum336702
Range336701
Interquartile range (IQR)8038

Descriptive statistics

Standard deviation24826.12898
Coefficient of variation (CV)2.387295739
Kurtosis36.9830588
Mean10399.26833
Median Absolute Deviation (MAD)12651.40944
Skewness5.276229893
Sum2384635423
Variance616336680.1
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[1.000000e+00 1.500000e+00 3.550000e+01 3.750000e+01 4.750000e+01 ... 2.412975e+05 2.438805e+05 2.467420e+05 2.634200e+05 3.367020e+05], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
20 289 0.1%
 
19 279 0.1%
 
13 273 0.1%
 
25 272 0.1%
 
22 269 0.1%
 
46 263 0.1%
 
18 263 0.1%
 
24 260 0.1%
 
38 260 0.1%
 
57 256 0.1%
 
Other values (7919) 226624 98.8%
 
ValueCountFrequency (%) 
1 179 0.1%
 
2 191 0.1%
 
3 241 0.1%
 
4 228 0.1%
 
5 237 0.1%
 
ValueCountFrequency (%) 
336702 19 < 0.1%
 
323151 20 < 0.1%
 
320162 25 < 0.1%
 
293720 17 < 0.1%
 
288363 16 < 0.1%
 

AANTAL_PAT_PER_SPC
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count215
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean656595.7786165333
Minimum444
Maximum1489537
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB

Quantile statistics

Minimum444
5-th percentile43687
Q1275922
median742178
Q3995565
95-th percentile1334705
Maximum1489537
Range1489093
Interquartile range (IQR)719643

Descriptive statistics

Standard deviation415846.3639
Coefficient of variation (CV)0.6333369441
Kurtosis-1.082885006
Mean656595.7786
Median Absolute Deviation (MAD)365133.4779
Skewness0.1145470942
Sum1.505626648e+11
Variance1.729281984e+11
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[4.4400000e+02 4.6915000e+03 7.0550000e+03 8.2715000e+03 9.3430000e+03 ... 1.3330250e+06 1.3783225e+06 1.4362880e+06 1.4700865e+06 1.4895370e+06], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
881023 5102 2.2%
 
873277 4354 1.9%
 
843735 4348 1.9%
 
886468 4325 1.9%
 
817645 4171 1.8%
 
1077748 3884 1.7%
 
1064083 3850 1.7%
 
1040410 3811 1.7%
 
1014947 3799 1.7%
 
980751 3757 1.6%
 
Other values (205) 187907 81.9%
 
ValueCountFrequency (%) 
444 41 < 0.1%
 
1742 102 < 0.1%
 
2572 172 0.1%
 
6811 380 0.2%
 
7299 71 < 0.1%
 
ValueCountFrequency (%) 
1489537 2976 1.3%
 
1450636 3054 1.3%
 
1421940 3564 1.6%
 
1334705 3545 1.5%
 
1331345 3549 1.5%
 

AANTAL_SUBTRAJECT_PER_SPC
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count215
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1022648.7517749054
Minimum465
Maximum2537889
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB

Quantile statistics

Minimum465
5-th percentile47358
Q1370187
median970136
Q31681610
95-th percentile2379520
Maximum2537889
Range2537424
Interquartile range (IQR)1311423

Descriptive statistics

Standard deviation706770.0206
Coefficient of variation (CV)0.6911170814
Kurtosis-0.9382607257
Mean1022648.752
Median Absolute Deviation (MAD)598361.3463
Skewness0.3477123344
Sum2.3450154e+11
Variance4.99523862e+11
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[4.6500000e+02 5.1505000e+03 7.4795000e+03 9.7315000e+03 1.1798000e+04 ... 2.0229920e+06 2.1266420e+06 2.4345950e+06 2.5137795e+06 2.5378890e+06], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1211622 5102 2.2%
 
1279773 4354 1.9%
 
1215825 4348 1.9%
 
1300234 4325 1.9%
 
1185851 4171 1.8%
 
2537889 3884 1.7%
 
2489670 3850 1.7%
 
2067726 3811 1.7%
 
2379520 3799 1.7%
 
2185558 3757 1.6%
 
Other values (205) 187907 81.9%
 
ValueCountFrequency (%) 
465 41 < 0.1%
 
1991 102 < 0.1%
 
2911 172 0.1%
 
7390 380 0.2%
 
7569 71 < 0.1%
 
ValueCountFrequency (%) 
2537889 3884 1.7%
 
2489670 3850 1.7%
 
2379520 3799 1.7%
 
2185558 3757 1.6%
 
2067726 3811 1.7%
 

GEMIDDELDE_VERKOOPPRIJS
Real number (ℝ≥0)

MISSING
Distinct count2985
Unique (%)1.5%
Missing35613
Missing (%)15.5%
Infinite0
Infinite (%)0.0%
Mean3445.532409200031
Minimum70.0
Maximum287220.0
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB

Quantile statistics

Minimum70
5-th percentile140
Q1455
median1210
Q33935
95-th percentile12970
Maximum287220
Range287150
Interquartile range (IQR)3480

Descriptive statistics

Standard deviation6594.982718
Coefficient of variation (CV)1.914067823
Kurtosis189.2625833
Mean3445.532409
Median Absolute Deviation (MAD)3535.567694
Skewness8.39162592
Sum667382400
Variance43493797.05
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
160 1745 0.8%
 
105 1689 0.7%
 
180 1476 0.6%
 
110 1415 0.6%
 
300 1207 0.5%
 
140 1169 0.5%
 
295 1003 0.4%
 
145 996 0.4%
 
165 969 0.4%
 
500 950 0.4%
 
Other values (2975) 181076 79.0%
 
(Missing) 35613 15.5%
 
ValueCountFrequency (%) 
70 226 0.1%
 
75 75 < 0.1%
 
80 358 0.2%
 
85 845 0.4%
 
90 416 0.2%
 
ValueCountFrequency (%) 
287220 8 < 0.1%
 
147535 3 < 0.1%
 
143015 4 < 0.1%
 
122155 4 < 0.1%
 
116910 3 < 0.1%
 

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Missing values

Sample

First rows

VERSIEDATUM_BESTANDPEILDATUMJAARBEHANDELEND_SPECIALISME_CDTYPERENDE_DIAGNOSE_CDZORGPRODUCT_CDAANTAL_PAT_PER_ZPDAANTAL_SUBTRAJECT_PER_ZPDAANTAL_PAT_PER_DIAGAANTAL_SUBTRAJECT_PER_DIAGAANTAL_PAT_PER_SPCAANTAL_SUBTRAJECT_PER_SPCGEMIDDELDE_VERKOOPPRIJS
01.02019-12-112019-12-012012-01-013082705972802057696928631574662107802NaN
11.02019-12-112019-12-012012-01-0130827059728020501128631574662107802NaN
21.02019-12-112019-12-012012-01-0130827059728020341128631574662107802NaN
31.02019-12-112019-12-012012-01-013082705972802015878928631574662107802NaN
41.02019-12-112019-12-012012-01-01308270597280200690942863157466210780222265.0
51.02019-12-112019-12-012012-01-013082705972802039424528631574662107802NaN
61.02019-12-112019-12-012012-01-013082705972802038141428631574662107802NaN
71.02019-12-112019-12-012012-01-013082705972802043112863157466210780221105.0
81.02019-12-112019-12-012012-01-0130827059728020531128631574662107802NaN
91.02019-12-112019-12-012012-01-0130825551319992049932083305746621078022785.0

Last rows

VERSIEDATUM_BESTANDPEILDATUMJAARBEHANDELEND_SPECIALISME_CDTYPERENDE_DIAGNOSE_CDZORGPRODUCT_CDAANTAL_PAT_PER_ZPDAANTAL_SUBTRAJECT_PER_ZPDAANTAL_PAT_PER_DIAGAANTAL_SUBTRAJECT_PER_DIAGAANTAL_PAT_PER_SPCAANTAL_SUBTRAJECT_PER_SPCGEMIDDELDE_VERKOOPPRIJS
2292981.02019-12-112019-12-012018-01-013270312990027160286645446606136421830973297113165.0
2292991.02019-12-112019-12-012018-01-013270312990027186116606136421830973297113350.0
2293001.02019-12-112019-12-012018-01-0132703129900271542266061364218309732971128980.0
2293011.02019-12-112019-12-012018-01-0132703129900271532266061364218309732971151280.0
2293021.02019-12-112019-12-012018-01-0132703129900271595578206606136421830973297119515.0
2293031.02019-12-112019-12-012018-01-01327031299002719912811498660613642183097329711850.0
2293041.02019-12-112019-12-012018-01-013270312990027195116606136421830973297113085.0
2293051.02019-12-112019-12-012018-01-0132703129900271552266061364218309732971115750.0
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