Profiling Report: train_credit_bureau_a_1

Dataset statistics

Number of variables	79
Number of observations	6009192
Missing cells	308479374
Missing cells (%)	65.0%
Total size in memory	3.5 GiB
Average record size in memory	632.0 B

Variable types

Numeric	55
Text	23
Unsupported	1

Alerts

`annualeffectiverate_199L` has 5731910 (95.4%) missing values	Missing
`annualeffectiverate_63L` has 5893065 (98.1%) missing values	Missing
`contractsum_5085717L` has 6009192 (100.0%) missing values	Missing
`credlmt_230A` has 5598080 (93.2%) missing values	Missing
`credlmt_935A` has 5513258 (91.7%) missing values	Missing
`dateofcredend_289D` has 4990049 (83.0%) missing values	Missing
`dateofcredend_353D` has 3053876 (50.8%) missing values	Missing
`dateofcredstart_181D` has 3053870 (50.8%) missing values	Missing
`dateofcredstart_739D` has 4990049 (83.0%) missing values	Missing
`dateofrealrepmt_138D` has 3071560 (51.1%) missing values	Missing
`debtoutstand_525A` has 5460006 (90.9%) missing values	Missing
`debtoverdue_47A` has 5460006 (90.9%) missing values	Missing
`dpdmax_139P` has 4996143 (83.1%) missing values	Missing
`dpdmax_757P` has 3153903 (52.5%) missing values	Missing
`dpdmaxdatemonth_442T` has 3153903 (52.5%) missing values	Missing
`dpdmaxdatemonth_89T` has 4996143 (83.1%) missing values	Missing
`dpdmaxdateyear_596T` has 4996143 (83.1%) missing values	Missing
`dpdmaxdateyear_896T` has 3153903 (52.5%) missing values	Missing
`instlamount_768A` has 5519523 (91.9%) missing values	Missing
`instlamount_852A` has 5739349 (95.5%) missing values	Missing
`interestrate_508L` has 5978342 (99.5%) missing values	Missing
`lastupdate_1112D` has 4990049 (83.0%) missing values	Missing
`lastupdate_388D` has 3053959 (50.8%) missing values	Missing
`monthlyinstlamount_332A` has 4996500 (83.1%) missing values	Missing
`monthlyinstlamount_674A` has 3269458 (54.4%) missing values	Missing
`nominalrate_281L` has 5646001 (94.0%) missing values	Missing
`nominalrate_498L` has 5050573 (84.0%) missing values	Missing
`numberofcontrsvalue_258L` has 5502403 (91.6%) missing values	Missing
`numberofcontrsvalue_358L` has 5513211 (91.7%) missing values	Missing
`numberofinstls_229L` has 3466317 (57.7%) missing values	Missing
`numberofinstls_320L` has 5486131 (91.3%) missing values	Missing
`numberofoutstandinstls_520L` has 3464310 (57.7%) missing values	Missing
`numberofoutstandinstls_59L` has 5486161 (91.3%) missing values	Missing
`numberofoverdueinstlmax_1039L` has 4990049 (83.0%) missing values	Missing
`numberofoverdueinstlmax_1151L` has 3053870 (50.8%) missing values	Missing
`numberofoverdueinstlmaxdat_148D` has 5115502 (85.1%) missing values	Missing
`numberofoverdueinstlmaxdat_641D` has 5752162 (95.7%) missing values	Missing
`numberofoverdueinstls_725L` has 4996247 (83.1%) missing values	Missing
`numberofoverdueinstls_834L` has 3057638 (50.9%) missing values	Missing
`outstandingamount_354A` has 3463526 (57.6%) missing values	Missing
`outstandingamount_362A` has 5486023 (91.3%) missing values	Missing
`overdueamount_31A` has 3056888 (50.9%) missing values	Missing
`overdueamount_659A` has 4996240 (83.1%) missing values	Missing
`overdueamountmax2_14A` has 4990049 (83.0%) missing values	Missing
`overdueamountmax2_398A` has 3053870 (50.8%) missing values	Missing
`overdueamountmax2date_1002D` has 5124897 (85.3%) missing values	Missing
`overdueamountmax2date_1142D` has 5749777 (95.7%) missing values	Missing
`overdueamountmax_155A` has 4990049 (83.0%) missing values	Missing
`overdueamountmax_35A` has 3150457 (52.4%) missing values	Missing
`overdueamountmaxdatemonth_284T` has 3150457 (52.4%) missing values	Missing
`overdueamountmaxdatemonth_365T` has 4990049 (83.0%) missing values	Missing
`overdueamountmaxdateyear_2T` has 4990049 (83.0%) missing values	Missing
`overdueamountmaxdateyear_994T` has 3150457 (52.4%) missing values	Missing
`periodicityofpmts_1102L` has 3689232 (61.4%) missing values	Missing
`periodicityofpmts_837L` has 5499190 (91.5%) missing values	Missing
`prolongationcount_1120L` has 5829442 (97.0%) missing values	Missing
`prolongationcount_599L` has 5998234 (99.8%) missing values	Missing
`refreshdate_3813885D` has 1616565 (26.9%) missing values	Missing
`residualamount_488A` has 5601681 (93.2%) missing values	Missing
`residualamount_856A` has 5519517 (91.9%) missing values	Missing
`totalamount_6A` has 3462700 (57.6%) missing values	Missing
`totalamount_996A` has 5485983 (91.3%) missing values	Missing
`totaldebtoverduevalue_178A` has 5502403 (91.6%) missing values	Missing
`totaldebtoverduevalue_718A` has 5513211 (91.7%) missing values	Missing
`totaloutstanddebtvalue_39A` has 5502403 (91.6%) missing values	Missing
`totaloutstanddebtvalue_668A` has 5513211 (91.7%) missing values	Missing
`annualeffectiverate_63L` is highly skewed (γ1 = 30.6315802)	Skewed
`credlmt_230A` is highly skewed (γ1 = 232.8737795)	Skewed
`credlmt_935A` is highly skewed (γ1 = 315.8247847)	Skewed
`debtoutstand_525A` is highly skewed (γ1 = 67.39489857)	Skewed
`debtoverdue_47A` is highly skewed (γ1 = 334.9811395)	Skewed
`dpdmax_757P` is highly skewed (γ1 = 823.384431)	Skewed
`instlamount_852A` is highly skewed (γ1 = 409.3522506)	Skewed
`interestrate_508L` is highly skewed (γ1 = 75.87525084)	Skewed
`monthlyinstlamount_332A` is highly skewed (γ1 = 269.5465008)	Skewed
`monthlyinstlamount_674A` is highly skewed (γ1 = 171.2301518)	Skewed
`nominalrate_281L` is highly skewed (γ1 = 107.7976601)	Skewed
`nominalrate_498L` is highly skewed (γ1 = 48.90895507)	Skewed
`numberofoutstandinstls_520L` is highly skewed (γ1 = 1595.25473)	Skewed
`numberofoverdueinstlmax_1039L` is highly skewed (γ1 = 44.50470327)	Skewed
`numberofoverdueinstlmax_1151L` is highly skewed (γ1 = 783.2679156)	Skewed
`numberofoverdueinstls_725L` is highly skewed (γ1 = 21.49426442)	Skewed
`numberofoverdueinstls_834L` is highly skewed (γ1 = 116.5091994)	Skewed
`outstandingamount_354A` is highly skewed (γ1 = 389.8456022)	Skewed
`outstandingamount_362A` is highly skewed (γ1 = 34.58409652)	Skewed
`overdueamount_31A` is highly skewed (γ1 = 156.7964922)	Skewed
`overdueamount_659A` is highly skewed (γ1 = 462.4873507)	Skewed
`overdueamountmax2_14A` is highly skewed (γ1 = 301.7170903)	Skewed
`overdueamountmax2_398A` is highly skewed (γ1 = 390.7553803)	Skewed
`overdueamountmax_155A` is highly skewed (γ1 = 332.5359818)	Skewed
`overdueamountmax_35A` is highly skewed (γ1 = 504.7531049)	Skewed
`periodicityofpmts_1102L` is highly skewed (γ1 = 44.45102813)	Skewed
`periodicityofpmts_837L` is highly skewed (γ1 = 21.94446409)	Skewed
`prolongationcount_1120L` is highly skewed (γ1 = 111.7235505)	Skewed
`residualamount_488A` is highly skewed (γ1 = 431.4920241)	Skewed
`residualamount_856A` is highly skewed (γ1 = 645.4294369)	Skewed
`totalamount_6A` is highly skewed (γ1 = 145.9647068)	Skewed
`totalamount_996A` is highly skewed (γ1 = 46.16218305)	Skewed
`totaldebtoverduevalue_178A` is highly skewed (γ1 = 321.9188515)	Skewed
`totaldebtoverduevalue_718A` is highly skewed (γ1 = 64.71203358)	Skewed
`totaloutstanddebtvalue_39A` is highly skewed (γ1 = 60.59200692)	Skewed
`totaloutstanddebtvalue_668A` is highly skewed (γ1 = 163.562063)	Skewed
`contractsum_5085717L` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`credlmt_230A` has 152578 (2.5%) zeros	Zeros
`credlmt_935A` has 147289 (2.5%) zeros	Zeros
`debtoutstand_525A` has 117201 (2.0%) zeros	Zeros
`debtoverdue_47A` has 523826 (8.7%) zeros	Zeros
`dpdmax_139P` has 810296 (13.5%) zeros	Zeros
`dpdmax_757P` has 2018195 (33.6%) zeros	Zeros
`instlamount_768A` has 200269 (3.3%) zeros	Zeros
`instlamount_852A` has 172555 (2.9%) zeros	Zeros
`monthlyinstlamount_332A` has 201709 (3.4%) zeros	Zeros
`monthlyinstlamount_674A` has 1370292 (22.8%) zeros	Zeros
`num_group1` has 549263 (9.1%) zeros	Zeros
`numberofinstls_229L` has 556053 (9.3%) zeros	Zeros
`numberofoutstandinstls_520L` has 2540854 (42.3%) zeros	Zeros
`numberofoverdueinstlmax_1039L` has 762113 (12.7%) zeros	Zeros
`numberofoverdueinstlmax_1151L` has 2061632 (34.3%) zeros	Zeros
`numberofoverdueinstls_725L` has 984018 (16.4%) zeros	Zeros
`numberofoverdueinstls_834L` has 2949589 (49.1%) zeros	Zeros
`outstandingamount_354A` has 2545024 (42.4%) zeros	Zeros
`overdueamount_31A` has 2951646 (49.1%) zeros	Zeros
`overdueamount_659A` has 984025 (16.4%) zeros	Zeros
`overdueamountmax2_14A` has 759728 (12.6%) zeros	Zeros
`overdueamountmax2_398A` has 2071027 (34.5%) zeros	Zeros
`overdueamountmax_155A` has 811733 (13.5%) zeros	Zeros
`overdueamountmax_35A` has 2014289 (33.5%) zeros	Zeros
`prolongationcount_1120L` has 138122 (2.3%) zeros	Zeros
`residualamount_488A` has 407505 (6.8%) zeros	Zeros
`residualamount_856A` has 199678 (3.3%) zeros	Zeros
`totaldebtoverduevalue_178A` has 481274 (8.0%) zeros	Zeros
`totaldebtoverduevalue_718A` has 495314 (8.2%) zeros	Zeros
`totaloutstanddebtvalue_39A` has 62924 (1.0%) zeros	Zeros
`totaloutstanddebtvalue_668A` has 495368 (8.2%) zeros	Zeros

Reproduction

Analysis started	2024-02-13 19:39:29.699243
Analysis finished	2024-02-13 19:40:13.496213
Duration	43.8 seconds
Software version	ydata-profiling vv4.6.4
Download configuration	config.json

case_id
Real number (ℝ)

Distinct	549263
Distinct (%)	9.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1323252.596

Minimum	19694
Maximum	2651092
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	19694
5-th percentile	149346
Q1	816067
median	1489326
Q3	1623104.25
95-th percentile	2624310
Maximum	2651092
Range	2631398
Interquartile range (IQR)	807037.25

Descriptive statistics

Standard deviation	685663.046
Coefficient of variation (CV)	0.5181648977
Kurtosis	-0.254239188
Mean	1323252.596
Median Absolute Deviation (MAD)	195026
Skewness	0.06117987715
Sum	7.951678913 × 10¹²
Variance	4.701338127 × 10¹¹
Monotonicity	Increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1447318	244	< 0.1%
1621606	241	< 0.1%
749548	233	< 0.1%
1653560	201	< 0.1%
179043	182	< 0.1%
142741	181	< 0.1%
895818	166	< 0.1%
1589462	166	< 0.1%
1546440	164	< 0.1%
169356	164	< 0.1%
Other values (549253)	6007250	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
19694	11	< 0.1%
19697	11	< 0.1%
19926	29	< 0.1%
19980	11	< 0.1%
20018	11	< 0.1%

Value	Count	Frequency (%)
2651092	10	< 0.1%
2651091	9	< 0.1%
2651090	9	< 0.1%
2651089	15	< 0.1%
2651088	9	< 0.1%

annualeffectiverate_199L
Real number (ℝ)

MISSING

Distinct	5683
Distinct (%)	2.0%
Missing	5731910
Missing (%)	95.4%
Infinite	0
Infinite (%)	0.0%
Mean	704.3338134

Minimum	0
Maximum	91250
Zeros	8830
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0.12
Q1	9.13
median	37.3
Q3	96.3
95-th percentile	730
Maximum	91250
Range	91250
Interquartile range (IQR)	87.17

Descriptive statistics

Standard deviation	6031.664276
Coefficient of variation (CV)	8.563644342
Kurtosis	122.4425417
Mean	704.3338134
Median Absolute Deviation (MAD)	32.41
Skewness	10.93421108
Sum	195299088.4
Variance	36380973.93
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
96.3	32909	0.5%
0.12	19619	0.3%
730	12083	0.2%
98.55	11673	0.2%
365	9217	0.2%
0	8830	0.1%
38.3	8269	0.1%
438	5947	0.1%
7.3	5525	0.1%
55.62	4888	0.1%
Other values (5673)	158322	2.6%
(Missing)	5731910	95.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8830	0.1%
0.01	2	< 0.1%
0.06	1	< 0.1%
0.08	12	< 0.1%
0.09	385	< 0.1%

Value	Count	Frequency (%)
91250	64	< 0.1%
87600	1	< 0.1%
73000	706	< 0.1%
69350	852	< 0.1%
62415	2	< 0.1%

annualeffectiverate_63L
Real number (ℝ)

MISSING SKEWED

Distinct	4759
Distinct (%)	4.1%
Missing	5893065
Missing (%)	98.1%
Infinite	0
Infinite (%)	0.0%
Mean	107.0004402

Minimum	0
Maximum	91250
Zeros	3019
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0.11
Q1	5.04
median	22.42
Q3	38.3
95-th percentile	52
Maximum	91250
Range	91250
Interquartile range (IQR)	33.26

Descriptive statistics

Standard deviation	2207.746296
Coefficient of variation (CV)	20.63305806
Kurtosis	977.383271
Mean	107.0004402
Median Absolute Deviation (MAD)	17.31
Skewness	30.6315802
Sum	12425640.12
Variance	4874143.706
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.12	15791	0.3%
0.11	3337	0.1%
0	3019	0.1%
5.11	1922	< 0.1%
96.3	1826	< 0.1%
26.8	1229	< 0.1%
0.3	961	< 0.1%
38.3	894	< 0.1%
48.02	736	< 0.1%
10.8	653	< 0.1%
Other values (4749)	85759	1.4%
(Missing)	5893065	98.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	3019	0.1%
0.01	7	< 0.1%
0.08	1	< 0.1%
0.09	19	< 0.1%
0.1	258	< 0.1%

Value	Count	Frequency (%)
91250	4	< 0.1%
73000	44	< 0.1%
69350	45	< 0.1%
62415	3	< 0.1%
62050	1	< 0.1%

classificationofcontr_13M
Text

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	45.8 MiB

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	48073536
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	ea6782cc
2nd row	ea6782cc
3rd row	a55475b1
4th row	a55475b1
5th row	a55475b1

Value	Count	Frequency (%)
a55475b1	4991058	83.1%
ea6782cc	889670	14.8%
01f63ac8	84626	1.4%
00135d9c	28654	0.5%
4408ff0f	13746	0.2%
be7b251d	703	< 0.1%
1cf4e481	437	< 0.1%
2c070815	200	< 0.1%
87bdbcba	63	< 0.1%
4a5a01e3	34	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
5	15002766	31.2%
a	5965486	12.4%
7	5881694	12.2%
1	5106149	10.6%
4	5019458	10.4%
b	4992653	10.4%
c	1893320	3.9%
8	988744	2.1%
6	974296	2.0%
e	890844	1.9%
Other values (6)	1358126	2.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	34175511	71.1%
Lowercase Letter	13898025	28.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	15002766	43.9%
7	5881694	17.2%
1	5106149	14.9%
4	5019458	14.7%
8	988744	2.9%
6	974296	2.9%
2	890574	2.6%
0	169861	0.5%
3	113314	0.3%
9	28655	0.1%

Lowercase Letter

Value	Count	Frequency (%)
a	5965486	42.9%
b	4992653	35.9%
c	1893320	13.6%
e	890844	6.4%
f	126301	0.9%
d	29421	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	34175511	71.1%
Latin	13898025	28.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	15002766	43.9%
7	5881694	17.2%
1	5106149	14.9%
4	5019458	14.7%
8	988744	2.9%
6	974296	2.9%
2	890574	2.6%
0	169861	0.5%
3	113314	0.3%
9	28655	0.1%

Latin

Value	Count	Frequency (%)
a	5965486	42.9%
b	4992653	35.9%
c	1893320	13.6%
e	890844	6.4%
f	126301	0.9%
d	29421	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	48073536	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	15002766	31.2%
a	5965486	12.4%
7	5881694	12.2%
1	5106149	10.6%
4	5019458	10.4%
b	4992653	10.4%
c	1893320	3.9%
8	988744	2.1%
6	974296	2.0%
e	890844	1.9%
Other values (6)	1358126	2.8%

classificationofcontr_400M
Text

Distinct	355
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	45.8 MiB

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	48073536
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	54 ?
Unique (%)	< 0.1%

Sample

1st row	a55475b1
2nd row	a55475b1
3rd row	a55475b1
4th row	a55475b1
5th row	a55475b1

Value	Count	Frequency (%)
a55475b1	3059099	50.9%
ea6782cc	1812980	30.2%
01f63ac8	396364	6.6%
00135d9c	158100	2.6%
42a42e75	81577	1.4%
9158339f	50123	0.8%
4408ff0f	45255	0.8%
130920c8	41558	0.7%
f0a30139	32269	0.5%
e6e56e83	30686	0.5%
Other values (345)	301181	5.0%

Most occurring characters

Value	Count	Frequency (%)
5	9648339	20.1%
a	5490883	11.4%
7	5136664	10.7%
c	4325091	9.0%
1	3866733	8.0%
4	3523460	7.3%
b	3194092	6.6%
8	2517187	5.2%
6	2455307	5.1%
2	2291760	4.8%
Other values (6)	5624020	11.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	31929548	66.4%
Lowercase Letter	16143988	33.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	9648339	30.2%
7	5136664	16.1%
1	3866733	12.1%
4	3523460	11.0%
8	2517187	7.9%
6	2455307	7.7%
2	2291760	7.2%
0	1025521	3.2%
3	955546	3.0%
9	509031	1.6%

Lowercase Letter

Value	Count	Frequency (%)
a	5490883	34.0%
c	4325091	26.8%
b	3194092	19.8%
e	2149518	13.3%
f	659489	4.1%
d	324915	2.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	31929548	66.4%
Latin	16143988	33.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	9648339	30.2%
7	5136664	16.1%
1	3866733	12.1%
4	3523460	11.0%
8	2517187	7.9%
6	2455307	7.7%
2	2291760	7.2%
0	1025521	3.2%
3	955546	3.0%
9	509031	1.6%

Latin

Value	Count	Frequency (%)
a	5490883	34.0%
c	4325091	26.8%
b	3194092	19.8%
e	2149518	13.3%
f	659489	4.1%
d	324915	2.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	48073536	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	9648339	20.1%
a	5490883	11.4%
7	5136664	10.7%
c	4325091	9.0%
1	3866733	8.0%
4	3523460	7.3%
b	3194092	6.6%
8	2517187	5.2%
6	2455307	5.1%
2	2291760	4.8%
Other values (6)	5624020	11.7%

contractst_545M
Text

Distinct	37
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	45.8 MiB

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	48073536
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	7241344e
2nd row	7241344e
3rd row	a55475b1
4th row	a55475b1
5th row	a55475b1

Value	Count	Frequency (%)
a55475b1	4993163	83.1%
7241344e	982551	16.4%
8f3a197f	9987	0.2%
0dc85f9d	8134	0.1%
a52d5641	3005	0.1%
dd67cff0	2692	< 0.1%
b919198c	2364	< 0.1%
885ce291	1333	< 0.1%
90d9e529	1211	< 0.1%
82a92878	1058	< 0.1%
Other values (27)	3694	0.1%

Most occurring characters

Value	Count	Frequency (%)
5	14996625	31.2%
4	7946277	16.5%
1	5996141	12.5%
7	5992255	12.5%
a	5007759	10.4%
b	4996442	10.4%
3	996841	2.1%
2	992036	2.1%
e	987706	2.1%
f	34521	0.1%
Other values (6)	126933	0.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	37002960	77.0%
Lowercase Letter	11070576	23.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	14996625	40.5%
4	7946277	21.5%
1	5996141	16.2%
7	5992255	16.2%
3	996841	2.7%
2	992036	2.7%
9	33493	0.1%
8	27738	0.1%
0	13362	< 0.1%
6	8192	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
a	5007759	45.2%
b	4996442	45.1%
e	987706	8.9%
f	34521	0.3%
d	28328	0.3%
c	15820	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	37002960	77.0%
Latin	11070576	23.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	14996625	40.5%
4	7946277	21.5%
1	5996141	16.2%
7	5992255	16.2%
3	996841	2.7%
2	992036	2.7%
9	33493	0.1%
8	27738	0.1%
0	13362	< 0.1%
6	8192	< 0.1%

Latin

Value	Count	Frequency (%)
a	5007759	45.2%
b	4996442	45.1%
e	987706	8.9%
f	34521	0.3%
d	28328	0.3%
c	15820	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	48073536	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	14996625	31.2%
4	7946277	16.5%
1	5996141	12.5%
7	5992255	12.5%
a	5007759	10.4%
b	4996442	10.4%
3	996841	2.1%
2	992036	2.1%
e	987706	2.1%
f	34521	0.1%
Other values (6)	126933	0.3%

contractst_964M
Text

Distinct	245
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	45.8 MiB

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	48073536
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	40 ?
Unique (%)	< 0.1%

Sample

1st row	a55475b1
2nd row	a55475b1
3rd row	a55475b1
4th row	a55475b1
5th row	a55475b1

Value	Count	Frequency (%)
a55475b1	3054940	50.8%
7241344e	2756334	45.9%
8f3a197f	51130	0.9%
a3386307	28075	0.5%
8260bab9	20064	0.3%
d7416962	19028	0.3%
b83056f9	9546	0.2%
4476359f	8759	0.1%
3dc5f434	7694	0.1%
41694615	6283	0.1%
Other values (235)	47339	0.8%

Most occurring characters

Value	Count	Frequency (%)
4	11400886	23.7%
5	9219857	19.2%
7	5946352	12.4%
1	5919152	12.3%
a	3170723	6.6%
b	3131990	6.5%
3	2939849	6.1%
2	2810479	5.8%
e	2772219	5.8%
8	152257	0.3%
Other values (6)	609772	1.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	38758395	80.6%
Lowercase Letter	9315141	19.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	11400886	29.4%
5	9219857	23.8%
7	5946352	15.3%
1	5919152	15.3%
3	2939849	7.6%
2	2810479	7.3%
8	152257	0.4%
6	150420	0.4%
9	145781	0.4%
0	73362	0.2%

Lowercase Letter

Value	Count	Frequency (%)
a	3170723	34.0%
b	3131990	33.6%
e	2772219	29.8%
f	152171	1.6%
d	50966	0.5%
c	37072	0.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	38758395	80.6%
Latin	9315141	19.4%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	11400886	29.4%
5	9219857	23.8%
7	5946352	15.3%
1	5919152	15.3%
3	2939849	7.6%
2	2810479	7.3%
8	152257	0.4%
6	150420	0.4%
9	145781	0.4%
0	73362	0.2%

Latin

Value	Count	Frequency (%)
a	3170723	34.0%
b	3131990	33.6%
e	2772219	29.8%
f	152171	1.6%
d	50966	0.5%
c	37072	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	48073536	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	11400886	23.7%
5	9219857	19.2%
7	5946352	12.4%
1	5919152	12.3%
a	3170723	6.6%
b	3131990	6.5%
3	2939849	6.1%
2	2810479	5.8%
e	2772219	5.8%
8	152257	0.3%
Other values (6)	609772	1.3%

contractsum_5085717L
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	6009192
Missing (%)	100.0%
Memory size	45.8 MiB

credlmt_230A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	25694
Distinct (%)	6.2%
Missing	5598080
Missing (%)	93.2%
Infinite	0
Infinite (%)	0.0%
Mean	32864.08706

Minimum	0
Maximum	139000000
Zeros	152578
Zeros (%)	2.5%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	12000
Q3	39000
95-th percentile	93547.6
Maximum	139000000
Range	139000000
Interquartile range (IQR)	39000

Descriptive statistics

Standard deviation	356758.2315
Coefficient of variation (CV)	10.85556495
Kurtosis	75218.05505
Mean	32864.08706
Median Absolute Deviation (MAD)	12000
Skewness	232.8737795
Sum	1.351082056 × 10¹⁰
Variance	1.272764358 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	152578	2.5%
10000	28088	0.5%
20000	22756	0.4%
30000	10563	0.2%
40000	7645	0.1%
60000	5707	0.1%
58000	4505	0.1%
4000	4432	0.1%
50000	4207	0.1%
6000	4052	0.1%
Other values (25684)	166579	2.8%
(Missing)	5598080	93.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	152578	2.5%
0.042	1	< 0.1%
0.068	1	< 0.1%
0.086	1	< 0.1%
0.134	1	< 0.1%

Value	Count	Frequency (%)
139000000	1	< 0.1%
100000000	1	< 0.1%
56885160	1	< 0.1%
52000000	1	< 0.1%
45000000	1	< 0.1%

credlmt_935A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	70886
Distinct (%)	14.3%
Missing	5513258
Missing (%)	91.7%
Infinite	0
Infinite (%)	0.0%
Mean	107324.3263

Minimum	0
Maximum	1848000100
Zeros	147289
Zeros (%)	2.5%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	20000
Q3	60900
95-th percentile	240000
Maximum	1848000100
Range	1848000100
Interquartile range (IQR)	60900

Descriptive statistics

Standard deviation	4002494.696
Coefficient of variation (CV)	37.29345277
Kurtosis	127410.0476
Mean	107324.3263
Median Absolute Deviation (MAD)	20000
Skewness	315.8247847
Sum	5.322578245 × 10¹⁰
Variance	1.601996379 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	147289	2.5%
10000	49260	0.8%
20000	39590	0.7%
30000	20179	0.3%
200000	9384	0.2%
100000	8586	0.1%
40000	5769	0.1%
60000	2995	< 0.1%
80000	2884	< 0.1%
62000	2858	< 0.1%
Other values (70876)	207140	3.4%
(Missing)	5513258	91.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	147289	2.5%
0.2	14	< 0.1%
0.458	1	< 0.1%
0.6	1	< 0.1%
1.9180001	1	< 0.1%

Value	Count	Frequency (%)
1848000100	1	< 0.1%
1425000100	1	< 0.1%
700000000	1	< 0.1%
595000000	1	< 0.1%
340000000	1	< 0.1%

dateofcredend_289D
Text

MISSING

Distinct	8829
Distinct (%)	0.9%
Missing	4990049
Missing (%)	83.0%
Memory size	45.8 MiB

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	10191430
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1984 ?
Unique (%)	0.2%

Sample

1st row	2020-09-29
2nd row	2020-04-14
3rd row	2019-11-06
4th row	2022-07-03
5th row	2020-09-22

Value	Count	Frequency (%)
2021-11-14	4184	0.4%
2021-10-14	3939	0.4%
2021-05-14	3068	0.3%
2021-09-14	3058	0.3%
2022-03-14	2870	0.3%
2021-08-14	2336	0.2%
2022-01-14	2281	0.2%
2021-07-14	2195	0.2%
2021-06-29	2087	0.2%
2020-11-14	1993	0.2%
Other values (8819)	991132	97.3%

Most occurring characters

Value	Count	Frequency (%)
0	2680605	26.3%
2	2553592	25.1%
-	2038286	20.0%
1	1333631	13.1%
9	309477	3.0%
3	258346	2.5%
4	245274	2.4%
8	203023	2.0%
5	194193	1.9%
7	191330	1.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8153144	80.0%
Dash Punctuation	2038286	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2680605	32.9%
2	2553592	31.3%
1	1333631	16.4%
9	309477	3.8%
3	258346	3.2%
4	245274	3.0%
8	203023	2.5%
5	194193	2.4%
7	191330	2.3%
6	183673	2.3%

Dash Punctuation

Value	Count	Frequency (%)
-	2038286	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	10191430	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2680605	26.3%
2	2553592	25.1%
-	2038286	20.0%
1	1333631	13.1%
9	309477	3.0%
3	258346	2.5%
4	245274	2.4%
8	203023	2.0%
5	194193	1.9%
7	191330	1.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10191430	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2680605	26.3%
2	2553592	25.1%
-	2038286	20.0%
1	1333631	13.1%
9	309477	3.0%
3	258346	2.5%
4	245274	2.4%
8	203023	2.0%
5	194193	1.9%
7	191330	1.9%

dateofcredend_353D
Text

MISSING

Distinct	10171
Distinct (%)	0.3%
Missing	3053876
Missing (%)	50.8%
Memory size	45.8 MiB

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	29553160
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1115 ?
Unique (%)	< 0.1%

Sample

1st row	2005-09-14
2nd row	2009-12-28
3rd row	2007-04-16
4th row	2010-11-29
5th row	2012-05-31

Value	Count	Frequency (%)
2019-09-17	12115	0.4%
2019-09-16	3588	0.1%
2019-06-14	3482	0.1%
2019-07-15	3103	0.1%
2019-04-15	2686	0.1%
2019-06-24	2659	0.1%
2019-03-14	2614	0.1%
2018-12-14	2587	0.1%
2019-07-29	2580	0.1%
2013-08-29	2546	0.1%
Other values (10161)	2917356	98.7%

Most occurring characters

Value	Count	Frequency (%)
0	7164902	24.2%
-	5910632	20.0%
1	5001268	16.9%
2	4956626	16.8%
9	1289517	4.4%
8	1114784	3.8%
7	944907	3.2%
5	821175	2.8%
6	808616	2.7%
3	777761	2.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	23642528	80.0%
Dash Punctuation	5910632	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	7164902	30.3%
1	5001268	21.2%
2	4956626	21.0%
9	1289517	5.5%
8	1114784	4.7%
7	944907	4.0%
5	821175	3.5%
6	808616	3.4%
3	777761	3.3%
4	762972	3.2%

Dash Punctuation

Value	Count	Frequency (%)
-	5910632	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	29553160	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	7164902	24.2%
-	5910632	20.0%
1	5001268	16.9%
2	4956626	16.8%
9	1289517	4.4%
8	1114784	3.8%
7	944907	3.2%
5	821175	2.8%
6	808616	2.7%
3	777761	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	29553160	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	7164902	24.2%
-	5910632	20.0%
1	5001268	16.9%
2	4956626	16.8%
9	1289517	4.4%
8	1114784	3.8%
7	944907	3.2%
5	821175	2.8%
6	808616	2.7%
3	777761	2.6%

dateofcredstart_181D
Text

MISSING

Distinct	6204
Distinct (%)	0.2%
Missing	3053870
Missing (%)	50.8%
Memory size	45.8 MiB

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	29553220
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	170 ?
Unique (%)	< 0.1%

Sample

1st row	2004-09-20
2nd row	2006-12-28
3rd row	2006-04-22
4th row	2007-11-19
5th row	2009-10-01

Value	Count	Frequency (%)
2018-01-13	2291	0.1%
2018-01-12	2281	0.1%
2017-12-08	2017	0.1%
2018-01-05	1964	0.1%
2017-12-29	1918	0.1%
2017-12-01	1889	0.1%
2018-01-08	1863	0.1%
2018-04-03	1857	0.1%
2018-05-04	1794	0.1%
2018-01-11	1789	0.1%
Other values (6194)	2935659	99.3%

Most occurring characters

Value	Count	Frequency (%)
0	7283656	24.6%
-	5910644	20.0%
1	5076099	17.2%
2	4873914	16.5%
8	1121779	3.8%
7	1114990	3.8%
6	926917	3.1%
3	904557	3.1%
5	791348	2.7%
9	778988	2.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	23642576	80.0%
Dash Punctuation	5910644	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	7283656	30.8%
1	5076099	21.5%
2	4873914	20.6%
8	1121779	4.7%
7	1114990	4.7%
6	926917	3.9%
3	904557	3.8%
5	791348	3.3%
9	778988	3.3%
4	770328	3.3%

Dash Punctuation

Value	Count	Frequency (%)
-	5910644	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	29553220	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	7283656	24.6%
-	5910644	20.0%
1	5076099	17.2%
2	4873914	16.5%
8	1121779	3.8%
7	1114990	3.8%
6	926917	3.1%
3	904557	3.1%
5	791348	2.7%
9	778988	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	29553220	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	7283656	24.6%
-	5910644	20.0%
1	5076099	17.2%
2	4873914	16.5%
8	1121779	3.8%
7	1114990	3.8%
6	926917	3.1%
3	904557	3.1%
5	791348	2.7%
9	778988	2.6%

dateofcredstart_739D
Text

MISSING

Distinct	4798
Distinct (%)	0.5%
Missing	4990049
Missing (%)	83.0%
Memory size	45.8 MiB

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	10191430
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	349 ?
Unique (%)	< 0.1%

Sample

1st row	2014-09-29
2nd row	2016-04-14
3rd row	2013-11-27
4th row	2018-07-03
5th row	2018-09-22

Value	Count	Frequency (%)
2019-06-28	2988	0.3%
2019-07-01	2309	0.2%
2019-06-29	2228	0.2%
2019-06-24	2145	0.2%
2019-07-12	2130	0.2%
2019-07-26	2110	0.2%
2019-07-02	2063	0.2%
2019-07-03	2052	0.2%
2019-06-21	2044	0.2%
2019-07-23	2014	0.2%
Other values (4788)	997060	97.8%

Most occurring characters

Value	Count	Frequency (%)
0	2301270	22.6%
-	2038286	20.0%
1	1861858	18.3%
2	1617264	15.9%
9	611476	6.0%
8	477049	4.7%
7	319461	3.1%
3	268198	2.6%
6	247554	2.4%
5	229805	2.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8153144	80.0%
Dash Punctuation	2038286	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2301270	28.2%
1	1861858	22.8%
2	1617264	19.8%
9	611476	7.5%
8	477049	5.9%
7	319461	3.9%
3	268198	3.3%
6	247554	3.0%
5	229805	2.8%
4	219209	2.7%

Dash Punctuation

Value	Count	Frequency (%)
-	2038286	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	10191430	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2301270	22.6%
-	2038286	20.0%
1	1861858	18.3%
2	1617264	15.9%
9	611476	6.0%
8	477049	4.7%
7	319461	3.1%
3	268198	2.6%
6	247554	2.4%
5	229805	2.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10191430	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2301270	22.6%
-	2038286	20.0%
1	1861858	18.3%
2	1617264	15.9%
9	611476	6.0%
8	477049	4.7%
7	319461	3.1%
3	268198	2.6%
6	247554	2.4%
5	229805	2.3%

dateofrealrepmt_138D
Text

MISSING

Distinct	5922
Distinct (%)	0.2%
Missing	3071560
Missing (%)	51.1%
Memory size	45.8 MiB

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	29376320
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	356 ?
Unique (%)	< 0.1%

Sample

1st row	2005-09-15
2nd row	2011-08-12
3rd row	2007-04-17
4th row	2012-03-14
5th row	2012-05-31

Value	Count	Frequency (%)
2018-08-10	29512	1.0%
2011-08-12	18722	0.6%
2019-09-17	12552	0.4%
2015-06-29	7734	0.3%
2012-11-15	6523	0.2%
2008-12-12	6096	0.2%
2015-02-23	5985	0.2%
2019-09-16	4821	0.2%
2019-09-11	4320	0.1%
2016-03-25	3794	0.1%
Other values (5912)	2837573	96.6%

Most occurring characters

Value	Count	Frequency (%)
0	7007435	23.9%
-	5875264	20.0%
1	5092611	17.3%
2	4838728	16.5%
9	1220415	4.2%
8	1217560	4.1%
7	1005297	3.4%
6	840848	2.9%
3	794780	2.7%
5	759532	2.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	23501056	80.0%
Dash Punctuation	5875264	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	7007435	29.8%
1	5092611	21.7%
2	4838728	20.6%
9	1220415	5.2%
8	1217560	5.2%
7	1005297	4.3%
6	840848	3.6%
3	794780	3.4%
5	759532	3.2%
4	723850	3.1%

Dash Punctuation

Value	Count	Frequency (%)
-	5875264	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	29376320	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	7007435	23.9%
-	5875264	20.0%
1	5092611	17.3%
2	4838728	16.5%
9	1220415	4.2%
8	1217560	4.1%
7	1005297	3.4%
6	840848	2.9%
3	794780	2.7%
5	759532	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	29376320	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	7007435	23.9%
-	5875264	20.0%
1	5092611	17.3%
2	4838728	16.5%
9	1220415	4.2%
8	1217560	4.1%
7	1005297	3.4%
6	840848	2.9%
3	794780	2.7%
5	759532	2.6%

debtoutstand_525A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	412023
Distinct (%)	75.0%
Missing	5460006
Missing (%)	90.9%
Infinite	0
Infinite (%)	0.0%
Mean	192449.5305

Minimum	0
Maximum	147769090
Zeros	117201
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5360.658225
median	47273.875
Q3	160239.685
95-th percentile	772251.54
Maximum	147769090
Range	147769090
Interquartile range (IQR)	154879.0268

Descriptive statistics

Standard deviation	822789.0617
Coefficient of variation (CV)	4.275349801
Kurtosis	8494.049458
Mean	192449.5305
Median Absolute Deviation (MAD)	47273.875
Skewness	67.39489857
Sum	1.056905878 × 10¹¹
Variance	6.7698184 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	117201	2.0%
200000	261	< 0.1%
100000	205	< 0.1%
20000	154	< 0.1%
40000	137	< 0.1%
30000	117	< 0.1%
60000	110	< 0.1%
10000	110	< 0.1%
12000	88	< 0.1%
80000	67	< 0.1%
Other values (412013)	430736	7.2%
(Missing)	5460006	90.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	117201	2.0%
0.002	8	< 0.1%
0.004	4	< 0.1%
0.008	1	< 0.1%
0.030000001	1	< 0.1%

Value	Count	Frequency (%)
147769090	1	< 0.1%
145202620	1	< 0.1%
127456536	1	< 0.1%
126970330	1	< 0.1%
105809980	1	< 0.1%

debtoverdue_47A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	22210
Distinct (%)	4.0%
Missing	5460006
Missing (%)	90.9%
Infinite	0
Infinite (%)	0.0%
Mean	1984.232655

Minimum	0
Maximum	70695176
Zeros	523826
Zeros (%)	8.7%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	70695176
Range	70695176
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	159950.5662
Coefficient of variation (CV)	80.61079217
Kurtosis	136302.2168
Mean	1984.232655
Median Absolute Deviation (MAD)	0
Skewness	334.9811395
Sum	1089712795
Variance	2.558418362 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	523826	8.7%
10	82	< 0.1%
14	58	< 0.1%
2	44	< 0.1%
8	41	< 0.1%
20	40	< 0.1%
1.2	33	< 0.1%
7000	32	< 0.1%
0.4	32	< 0.1%
6	31	< 0.1%
Other values (22200)	24967	0.4%
(Missing)	5460006	90.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	523826	8.7%
0.002	3	< 0.1%
0.004	2	< 0.1%
0.006	1	< 0.1%
0.008	3	< 0.1%

Value	Count	Frequency (%)
70695176	1	< 0.1%
68885540	1	< 0.1%
26681114	1	< 0.1%
24471064	1	< 0.1%
21104634	1	< 0.1%

description_351M
Text

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	45.8 MiB

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	48073536
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	a55475b1
2nd row	a55475b1
3rd row	a55475b1
4th row	a55475b1
5th row	a55475b1

Value	Count	Frequency (%)
a55475b1	5986788	99.6%
6da7c7ed	5379	0.1%
95decc86	3547	0.1%
0349102c	2642	< 0.1%
f8e51f8d	2405	< 0.1%
53179c19	2375	< 0.1%
1d89fa48	2321	< 0.1%
18e98e64	1921	< 0.1%
8a7423d5	900	< 0.1%
0cb4d552	606	< 0.1%
Other values (2)	308	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
5	17971111	37.4%
1	6000851	12.5%
7	6000821	12.5%
a	5995400	12.5%
4	5995178	12.5%
b	5987986	12.5%
d	20537	< 0.1%
c	18108	< 0.1%
8	18037	< 0.1%
9	15181	< 0.1%
Other values (6)	50326	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	36028301	74.9%
Lowercase Letter	12045235	25.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	17971111	49.9%
1	6000851	16.7%
7	6000821	16.7%
4	5995178	16.6%
8	18037	0.1%
9	15181	< 0.1%
6	10859	< 0.1%
0	6186	< 0.1%
3	5929	< 0.1%
2	4148	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
a	5995400	49.8%
b	5987986	49.7%
d	20537	0.2%
c	18108	0.2%
e	15173	0.1%
f	8031	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	36028301	74.9%
Latin	12045235	25.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	17971111	49.9%
1	6000851	16.7%
7	6000821	16.7%
4	5995178	16.6%
8	18037	0.1%
9	15181	< 0.1%
6	10859	< 0.1%
0	6186	< 0.1%
3	5929	< 0.1%
2	4148	< 0.1%

Latin

Value	Count	Frequency (%)
a	5995400	49.8%
b	5987986	49.7%
d	20537	0.2%
c	18108	0.2%
e	15173	0.1%
f	8031	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	48073536	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	17971111	37.4%
1	6000851	12.5%
7	6000821	12.5%
a	5995400	12.5%
4	5995178	12.5%
b	5987986	12.5%
d	20537	< 0.1%
c	18108	< 0.1%
8	18037	< 0.1%
9	15181	< 0.1%
Other values (6)	50326	0.1%

dpdmax_139P
Real number (ℝ)

MISSING ZEROS

Distinct	2674
Distinct (%)	0.3%
Missing	4996143
Missing (%)	83.1%
Infinite	0
Infinite (%)	0.0%
Mean	12.95368931

Minimum	0
Maximum	4871
Zeros	810296
Zeros (%)	13.5%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	21
Maximum	4871
Range	4871
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	132.2386756
Coefficient of variation (CV)	10.20857243
Kurtosis	397.2048693
Mean	12.95368931
Median Absolute Deviation (MAD)	0
Skewness	18.022534
Sum	13122722
Variance	17487.06732
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	810296	13.5%
1	44411	0.7%
2	14650	0.2%
3	12837	0.2%
4	11292	0.2%
7	7108	0.1%
5	6916	0.1%
6	5963	0.1%
8	5031	0.1%
9	4692	0.1%
Other values (2664)	89853	1.5%
(Missing)	4996143	83.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	810296	13.5%
1	44411	0.7%
2	14650	0.2%
3	12837	0.2%
4	11292	0.2%

Value	Count	Frequency (%)
4871	1	< 0.1%
4841	1	< 0.1%
4808	1	< 0.1%
4797	1	< 0.1%
4772	1	< 0.1%

dpdmax_757P
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	3908
Distinct (%)	0.1%
Missing	3153903
Missing (%)	52.5%
Infinite	0
Infinite (%)	0.0%
Mean	46.083076

Minimum	-12
Maximum	657458
Zeros	2018195
Zeros (%)	33.6%
Negative	449
Negative (%)	< 0.1%
Memory size	45.8 MiB

Quantile statistics

Minimum	-12
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	127
Maximum	657458
Range	657470
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	500.5157112
Coefficient of variation (CV)	10.86116107
Kurtosis	1047251.476
Mean	46.083076
Median Absolute Deviation (MAD)	0
Skewness	823.384431
Sum	131580500
Variance	250515.9772
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2018195	33.6%
1	146490	2.4%
2	50413	0.8%
3	48195	0.8%
4	38666	0.6%
6	28538	0.5%
5	24870	0.4%
7	23966	0.4%
8	16889	0.3%
9	16802	0.3%
Other values (3898)	442265	7.4%
(Missing)	3153903	52.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-12	2	< 0.1%
-11	1	< 0.1%
-9	1	< 0.1%
-8	3	< 0.1%
-7	1	< 0.1%

Value	Count	Frequency (%)
657458	1	< 0.1%
84575	5	< 0.1%
84574	5	< 0.1%
84573	1	< 0.1%
84560	3	< 0.1%

dpdmaxdatemonth_442T
Real number (ℝ)

MISSING

Distinct	12
Distinct (%)	< 0.1%
Missing	3153903
Missing (%)	52.5%
Infinite	0
Infinite (%)	0.0%
Mean	6.540715493

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	4
median	7
Q3	9
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.420602826
Coefficient of variation (CV)	0.5229707406
Kurtosis	-1.175906048
Mean	6.540715493
Median Absolute Deviation (MAD)	3
Skewness	-0.06042856713
Sum	18675633
Variance	11.70052369
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
8	276927	4.6%
1	255302	4.2%
7	255013	4.2%
6	252651	4.2%
11	245224	4.1%
9	241839	4.0%
10	237179	3.9%
5	221604	3.7%
2	221211	3.7%
3	220477	3.7%
Other values (2)	427862	7.1%
(Missing)	3153903	52.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	255302	4.2%
2	221211	3.7%
3	220477	3.7%
4	211013	3.5%
5	221604	3.7%

Value	Count	Frequency (%)
12	216849	3.6%
11	245224	4.1%
10	237179	3.9%
9	241839	4.0%
8	276927	4.6%

dpdmaxdatemonth_89T
Real number (ℝ)

MISSING

Distinct	12
Distinct (%)	< 0.1%
Missing	4996143
Missing (%)	83.1%
Infinite	0
Infinite (%)	0.0%
Mean	6.997161046

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	4
median	8
Q3	10
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.501374906
Coefficient of variation (CV)	0.5003993596
Kurtosis	-1.085622281
Mean	6.997161046
Median Absolute Deviation (MAD)	3
Skewness	-0.3378530238
Sum	7088467
Variance	12.25962623
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
1	115065	1.9%
10	113734	1.9%
9	111805	1.9%
8	102472	1.7%
11	97308	1.6%
12	90560	1.5%
7	85595	1.4%
6	75197	1.3%
5	66443	1.1%
4	57996	1.0%
Other values (2)	96874	1.6%
(Missing)	4996143	83.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	115065	1.9%
2	52235	0.9%
3	44639	0.7%
4	57996	1.0%
5	66443	1.1%

Value	Count	Frequency (%)
12	90560	1.5%
11	97308	1.6%
10	113734	1.9%
9	111805	1.9%
8	102472	1.7%

dpdmaxdateyear_596T
Real number (ℝ)

MISSING

Distinct	7
Distinct (%)	< 0.1%
Missing	4996143
Missing (%)	83.1%
Infinite	0
Infinite (%)	0.0%
Mean	2018.366068

Minimum	2009
Maximum	2020
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	2009
5-th percentile	2017
Q1	2018
median	2019
Q3	2019
95-th percentile	2019
Maximum	2020
Range	11
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.7529273152
Coefficient of variation (CV)	0.0003730380366
Kurtosis	-0.8655936456
Mean	2018.366068
Median Absolute Deviation (MAD)	0
Skewness	-0.7023578511
Sum	2044703727
Variance	0.5668995419
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
2019	537055	8.9%
2018	306470	5.1%
2017	168394	2.8%
2020	1113	< 0.1%
2016	15	< 0.1%
2015	1	< 0.1%
2009	1	< 0.1%
(Missing)	4996143	83.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2009	1	< 0.1%
2015	1	< 0.1%
2016	15	< 0.1%
2017	168394	2.8%
2018	306470	5.1%

Value	Count	Frequency (%)
2020	1113	< 0.1%
2019	537055	8.9%
2018	306470	5.1%
2017	168394	2.8%
2016	15	< 0.1%

dpdmaxdateyear_896T
Real number (ℝ)

MISSING

Distinct	19
Distinct (%)	< 0.1%
Missing	3153903
Missing (%)	52.5%
Infinite	0
Infinite (%)	0.0%
Mean	2014.394582

Minimum	2002
Maximum	2020
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	2002
5-th percentile	2007
Q1	2012
median	2015
Q3	2018
95-th percentile	2019
Maximum	2020
Range	18
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.796577968
Coefficient of variation (CV)	0.001884724077
Kurtosis	-0.5578409648
Mean	2014.394582
Median Absolute Deviation (MAD)	3
Skewness	-0.7391431543
Sum	5751678691
Variance	14.41400427
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
2018	509675	8.5%
2017	385178	6.4%
2016	265516	4.4%
2019	248467	4.1%
2015	236916	3.9%
2014	211711	3.5%
2013	182974	3.0%
2012	155508	2.6%
2007	140437	2.3%
2011	139733	2.3%
Other values (9)	379174	6.3%
(Missing)	3153903	52.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2002	1	< 0.1%
2003	2	< 0.1%
2004	911	< 0.1%
2005	18792	0.3%
2006	71751	1.2%

Value	Count	Frequency (%)
2020	168	< 0.1%
2019	248467	4.1%
2018	509675	8.5%
2017	385178	6.4%
2016	265516	4.4%

financialinstitution_382M
Text

Distinct	308
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	45.8 MiB

Length

Max length	12
Median length	8
Mean length	9.017463746
Min length	8

Characters and Unicode

Total characters	54187671
Distinct characters	26
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	29 ?
Unique (%)	< 0.1%

Sample

1st row	a55475b1
2nd row	a55475b1
3rd row	a55475b1
4th row	a55475b1
5th row	a55475b1

Value	Count	Frequency (%)
a55475b1	3053870	44.0%
home	925362	13.3%
credit	925362	13.3%
p133_127_114	340311	4.9%
p150_136_157	278169	4.0%
b619fa46	215988	3.1%
p204_66_73	192194	2.8%
p40_52_135	159653	2.3%
d6a7d943	99668	1.4%
9a93e20f	95741	1.4%
Other values (299)	648236	9.3%

Most occurring characters

Value	Count	Frequency (%)
5	10597542	19.6%
1	5856851	10.8%
4	4328670	8.0%
7	4135272	7.6%
a	3715669	6.9%
b	3675145	6.8%
e	2147742	4.0%
_	2124044	3.9%
3	1770368	3.3%
d	1507746	2.8%
Other values (16)	14328622	26.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	31666559	58.4%
Lowercase Letter	16558960	30.6%
Uppercase Letter	2912746	5.4%
Connector Punctuation	2124044	3.9%
Space Separator	925362	1.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	3715669	22.4%
b	3675145	22.2%
e	2147742	13.0%
d	1507746	9.1%
r	925362	5.6%
m	925362	5.6%
i	925362	5.6%
t	925362	5.6%
o	925362	5.6%
f	513986	3.1%

Decimal Number

Value	Count	Frequency (%)
5	10597542	33.5%
1	5856851	18.5%
4	4328670	13.7%
7	4135272	13.1%
3	1770368	5.6%
6	1354029	4.3%
2	1264543	4.0%
0	1078625	3.4%
9	931198	2.9%
8	349461	1.1%

Uppercase Letter

Value	Count	Frequency (%)
P	1062022	36.5%
C	925362	31.8%
H	925362	31.8%

Connector Punctuation

Value	Count	Frequency (%)
_	2124044	100.0%

Space Separator

Value	Count	Frequency (%)
	925362	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	34715965	64.1%
Latin	19471706	35.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	3715669	19.1%
b	3675145	18.9%
e	2147742	11.0%
d	1507746	7.7%
P	1062022	5.5%
C	925362	4.8%
r	925362	4.8%
m	925362	4.8%
i	925362	4.8%
t	925362	4.8%
Other values (4)	2736572	14.1%

Common

Value	Count	Frequency (%)
5	10597542	30.5%
1	5856851	16.9%
4	4328670	12.5%
7	4135272	11.9%
_	2124044	6.1%
3	1770368	5.1%
6	1354029	3.9%
2	1264543	3.6%
0	1078625	3.1%
9	931198	2.7%
Other values (2)	1274823	3.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	54187671	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	10597542	19.6%
1	5856851	10.8%
4	4328670	8.0%
7	4135272	7.6%
a	3715669	6.9%
b	3675145	6.8%
e	2147742	4.0%
_	2124044	3.9%
3	1770368	3.3%
d	1507746	2.8%
Other values (16)	14328622	26.4%

financialinstitution_591M
Text

Distinct	155
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	45.8 MiB

Length

Max length	12
Median length	8
Mean length	8.400395261
Min length	8

Characters and Unicode

Total characters	50479588
Distinct characters	26
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	22 ?
Unique (%)	< 0.1%

Sample

1st row	P204_66_73
2nd row	P150_136_157
3rd row	a55475b1
4th row	a55475b1
5th row	a55475b1

Value	Count	Frequency (%)
a55475b1	4990049	79.7%
p204_66_73	414874	6.6%
home	248273	4.0%
credit	248273	4.0%
p133_127_114	101022	1.6%
p150_136_157	83860	1.3%
50babcd4	29811	0.5%
d6a7d943	24892	0.4%
p102_97_118	20323	0.3%
0d39f5db	18925	0.3%
Other values (146)	77163	1.2%

Most occurring characters

Value	Count	Frequency (%)
5	15251035	30.2%
1	5762338	11.4%
7	5662001	11.2%
4	5583499	11.1%
b	5113855	10.1%
a	5078657	10.1%
_	1271146	2.5%
6	959399	1.9%
3	803066	1.6%
P	635573	1.3%
Other values (16)	4359019	8.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	35372087	70.1%
Lowercase Letter	12455963	24.7%
Connector Punctuation	1271146	2.5%
Uppercase Letter	1132119	2.2%
Space Separator	248273	0.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
b	5113855	41.1%
a	5078657	40.8%
e	526235	4.2%
d	395070	3.2%
r	248273	2.0%
t	248273	2.0%
i	248273	2.0%
o	248273	2.0%
m	248273	2.0%
f	51247	0.4%

Decimal Number

Value	Count	Frequency (%)
5	15251035	43.1%
1	5762338	16.3%
7	5662001	16.0%
4	5583499	15.8%
6	959399	2.7%
3	803066	2.3%
0	611908	1.7%
2	608208	1.7%
9	93536	0.3%
8	37097	0.1%

Uppercase Letter

Value	Count	Frequency (%)
P	635573	56.1%
C	248273	21.9%
H	248273	21.9%

Connector Punctuation

Value	Count	Frequency (%)
_	1271146	100.0%

Space Separator

Value	Count	Frequency (%)
	248273	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	36891506	73.1%
Latin	13588082	26.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
b	5113855	37.6%
a	5078657	37.4%
P	635573	4.7%
e	526235	3.9%
d	395070	2.9%
r	248273	1.8%
t	248273	1.8%
i	248273	1.8%
o	248273	1.8%
C	248273	1.8%
Other values (4)	597327	4.4%

Common

Value	Count	Frequency (%)
5	15251035	41.3%
1	5762338	15.6%
7	5662001	15.3%
4	5583499	15.1%
_	1271146	3.4%
6	959399	2.6%
3	803066	2.2%
0	611908	1.7%
2	608208	1.6%
	248273	0.7%
Other values (2)	130633	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	50479588	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	15251035	30.2%
1	5762338	11.4%
7	5662001	11.2%
4	5583499	11.1%
b	5113855	10.1%
a	5078657	10.1%
_	1271146	2.5%
6	959399	1.9%
3	803066	1.6%
P	635573	1.3%
Other values (16)	4359019	8.6%

instlamount_768A
Real number (ℝ)

MISSING ZEROS

Distinct	104349
Distinct (%)	21.3%
Missing	5519523
Missing (%)	91.9%
Infinite	0
Infinite (%)	0.0%
Mean	3520.906719

Minimum	0
Maximum	206222.2
Zeros	200269
Zeros (%)	3.3%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1237.4
Q3	5049.2
95-th percentile	13995.76
Maximum	206222.2
Range	206222.2
Interquartile range (IQR)	5049.2

Descriptive statistics

Standard deviation	5480.087707
Coefficient of variation (CV)	1.556442174
Kurtosis	28.1743342
Mean	3520.906719
Median Absolute Deviation (MAD)	1237.4
Skewness	3.369146058
Sum	1724078872
Variance	30031361.27
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	200269	3.3%
400	2407	< 0.1%
600	1704	< 0.1%
1000	1328	< 0.1%
9067.8	1102	< 0.1%
2389.6	1004	< 0.1%
10230	907	< 0.1%
12772.4	772	< 0.1%
4779	653	< 0.1%
2000	612	< 0.1%
Other values (104339)	278911	4.6%
(Missing)	5519523	91.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	200269	3.3%
0.002	4	< 0.1%
0.006	3	< 0.1%
0.008	1	< 0.1%
0.010000001	1	< 0.1%

Value	Count	Frequency (%)
206222.2	1	< 0.1%
164387.75	1	< 0.1%
160648.61	2	< 0.1%
159702.92	1	< 0.1%
145851.48	1	< 0.1%

instlamount_852A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	47766
Distinct (%)	17.7%
Missing	5739349
Missing (%)	95.5%
Infinite	0
Infinite (%)	0.0%
Mean	634.6283238

Minimum	0
Maximum	4063333.2
Zeros	172555
Zeros (%)	2.9%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	400
95-th percentile	3508.86858
Maximum	4063333.2
Range	4063333.2
Interquartile range (IQR)	400

Descriptive statistics

Standard deviation	8646.470486
Coefficient of variation (CV)	13.62446358
Kurtosis	185238.8141
Mean	634.6283238
Median Absolute Deviation (MAD)	0
Skewness	409.3522506
Sum	171250010.8
Variance	74761451.87
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	172555	2.9%
400	9216	0.2%
1000	5624	0.1%
1200	1698	< 0.1%
2000	1490	< 0.1%
2260	1168	< 0.1%
800	1147	< 0.1%
1540	1146	< 0.1%
3000	1064	< 0.1%
3700	744	< 0.1%
Other values (47756)	73991	1.2%
(Missing)	5739349	95.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	172555	2.9%
0.002	16	< 0.1%
0.004	17	< 0.1%
0.006	21	< 0.1%
0.008	12	< 0.1%

Value	Count	Frequency (%)
4063333.2	1	< 0.1%
1623111.2	1	< 0.1%
311258.2	1	< 0.1%
269403.6	1	< 0.1%
205175.16	1	< 0.1%

interestrate_508L
Real number (ℝ)

MISSING SKEWED

Distinct	229
Distinct (%)	0.7%
Missing	5978342
Missing (%)	99.5%
Infinite	0
Infinite (%)	0.0%
Mean	74.38081232

Minimum	0
Maximum	151423
Zeros	348
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	11.5
Q1	18
median	20
Q3	24
95-th percentile	35
Maximum	151423
Range	151423
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	1222.211177
Coefficient of variation (CV)	16.43180733
Kurtosis	8264.982577
Mean	74.38081232
Median Absolute Deviation (MAD)	4
Skewness	75.87525084
Sum	2294648.06
Variance	1493800.162
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19	5107	0.1%
24	3710	0.1%
18	1900	< 0.1%
20	1854	< 0.1%
22	1851	< 0.1%
35	1752	< 0.1%
17	1507	< 0.1%
16	1410	< 0.1%
25	1276	< 0.1%
26	1027	< 0.1%
Other values (219)	9456	0.2%
(Missing)	5978342	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	348	< 0.1%
4	10	< 0.1%
4.5	3	< 0.1%
5	16	< 0.1%
5.3	7	< 0.1%

Value	Count	Frequency (%)
151423	1	< 0.1%
71446	1	< 0.1%
61461	1	< 0.1%
32559	1	< 0.1%
27437	1	< 0.1%

lastupdate_1112D
Text

MISSING

Distinct	257
Distinct (%)	< 0.1%
Missing	4990049
Missing (%)	83.0%
Memory size	45.8 MiB

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	10191430
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	33 ?
Unique (%)	< 0.1%

Sample

1st row	2019-06-27
2nd row	2019-07-03
3rd row	2019-06-27
4th row	2019-06-30
5th row	2019-06-27

Value	Count	Frequency (%)
2019-08-07	50095	4.9%
2019-12-12	48460	4.8%
2019-11-30	35326	3.5%
2019-09-05	33070	3.2%
2019-08-22	31271	3.1%
2019-11-16	30403	3.0%
2019-10-08	29752	2.9%
2019-11-19	29410	2.9%
2019-09-21	27771	2.7%
2019-07-11	26879	2.6%
Other values (247)	676706	66.4%

Most occurring characters

Value	Count	Frequency (%)
1	2241635	22.0%
0	2118418	20.8%
-	2038286	20.0%
2	1569590	15.4%
9	1266541	12.4%
7	266817	2.6%
8	239656	2.4%
3	133256	1.3%
5	120132	1.2%
4	104159	1.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8153144	80.0%
Dash Punctuation	2038286	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	2241635	27.5%
0	2118418	26.0%
2	1569590	19.3%
9	1266541	15.5%
7	266817	3.3%
8	239656	2.9%
3	133256	1.6%
5	120132	1.5%
4	104159	1.3%
6	92940	1.1%

Dash Punctuation

Value	Count	Frequency (%)
-	2038286	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	10191430	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	2241635	22.0%
0	2118418	20.8%
-	2038286	20.0%
2	1569590	15.4%
9	1266541	12.4%
7	266817	2.6%
8	239656	2.4%
3	133256	1.3%
5	120132	1.2%
4	104159	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10191430	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	2241635	22.0%
0	2118418	20.8%
-	2038286	20.0%
2	1569590	15.4%
9	1266541	12.4%
7	266817	2.6%
8	239656	2.4%
3	133256	1.3%
5	120132	1.2%
4	104159	1.0%

lastupdate_388D
Text

MISSING

Distinct	4831
Distinct (%)	0.2%
Missing	3053959
Missing (%)	50.8%
Memory size	45.8 MiB

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	29552330
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	151 ?
Unique (%)	< 0.1%

Sample

1st row	2005-09-15
2nd row	2011-10-29
3rd row	2007-06-28
4th row	2014-05-13
5th row	2012-06-18

Value	Count	Frequency (%)
2007-09-25	47367	1.6%
2008-06-13	25632	0.9%
2008-11-12	20316	0.7%
2015-04-10	20031	0.7%
2013-03-07	19305	0.7%
2018-12-28	17873	0.6%
2018-08-10	17407	0.6%
2018-08-11	14805	0.5%
2013-10-02	13939	0.5%
2018-12-31	13499	0.5%
Other values (4821)	2745059	92.9%

Most occurring characters

Value	Count	Frequency (%)
0	7010756	23.7%
-	5910466	20.0%
1	5254336	17.8%
2	4761808	16.1%
9	1231622	4.2%
8	1197956	4.1%
7	975092	3.3%
6	869142	2.9%
3	824668	2.8%
5	821937	2.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	23641864	80.0%
Dash Punctuation	5910466	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	7010756	29.7%
1	5254336	22.2%
2	4761808	20.1%
9	1231622	5.2%
8	1197956	5.1%
7	975092	4.1%
6	869142	3.7%
3	824668	3.5%
5	821937	3.5%
4	694547	2.9%

Dash Punctuation

Value	Count	Frequency (%)
-	5910466	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	29552330	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	7010756	23.7%
-	5910466	20.0%
1	5254336	17.8%
2	4761808	16.1%
9	1231622	4.2%
8	1197956	4.1%
7	975092	3.3%
6	869142	2.9%
3	824668	2.8%
5	821937	2.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	29552330	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	7010756	23.7%
-	5910466	20.0%
1	5254336	17.8%
2	4761808	16.1%
9	1231622	4.2%
8	1197956	4.1%
7	975092	3.3%
6	869142	2.9%
3	824668	2.8%
5	821937	2.8%

monthlyinstlamount_332A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	242373
Distinct (%)	23.9%
Missing	4996500
Missing (%)	83.1%
Infinite	0
Infinite (%)	0.0%
Mean	5594.887054

Minimum	0
Maximum	20000000
Zeros	201709
Zeros (%)	3.4%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1027.996
median	3150.3699
Q3	6516.803725
95-th percentile	16249.61765
Maximum	20000000
Range	20000000
Interquartile range (IQR)	5488.807725

Descriptive statistics

Standard deviation	57772.92963
Coefficient of variation (CV)	10.3260225
Kurtosis	84963.33501
Mean	5594.887054
Median Absolute Deviation (MAD)	2730.3699
Skewness	269.5465008
Sum	5665897361
Variance	3337711398
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	201709	3.4%
400	2414	< 0.1%
600	1727	< 0.1%
1000	1453	< 0.1%
9067.8	1106	< 0.1%
2389.6	1021	< 0.1%
4200.492	1007	< 0.1%
2000	916	< 0.1%
10230	909	< 0.1%
2100.246	857	< 0.1%
Other values (242363)	799573	13.3%
(Missing)	4996500	83.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	201709	3.4%
0.002	4	< 0.1%
0.006	3	< 0.1%
0.008	1	< 0.1%
0.010000001	1	< 0.1%

Value	Count	Frequency (%)
20000000	4	< 0.1%
18082384	1	< 0.1%
16000000	3	< 0.1%
10161606	1	< 0.1%
6742803.5	1	< 0.1%

monthlyinstlamount_674A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	482063
Distinct (%)	17.6%
Missing	3269458
Missing (%)	54.4%
Infinite	0
Infinite (%)	0.0%
Mean	6539.519352

Minimum	0
Maximum	50274444
Zeros	1370292
Zeros (%)	22.8%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3588.051
95-th percentile	18646.38175
Maximum	50274444
Range	50274444
Interquartile range (IQR)	3588.051

Descriptive statistics

Standard deviation	85896.17013
Coefficient of variation (CV)	13.1349363
Kurtosis	62040.01991
Mean	6539.519352
Median Absolute Deviation (MAD)	0
Skewness	171.2301518
Sum	1.791654351 × 10¹⁰
Variance	7378152043
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1370292	22.8%
400	9232	0.2%
1000	5697	0.1%
4200	2623	< 0.1%
2100	2579	< 0.1%
3150	2293	< 0.1%
2000	2045	< 0.1%
0.1	1816	< 0.1%
1200	1777	< 0.1%
6300	1616	< 0.1%
Other values (482053)	1339764	22.3%
(Missing)	3269458	54.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1370292	22.8%
0.002	36	< 0.1%
0.004	40	< 0.1%
0.006	36	< 0.1%
0.008	58	< 0.1%

Value	Count	Frequency (%)
50274444	1	< 0.1%
30086070	1	< 0.1%
24654622	1	< 0.1%
21233590	1	< 0.1%
20139078	1	< 0.1%

nominalrate_281L
Real number (ℝ)

MISSING SKEWED

Distinct	960
Distinct (%)	0.3%
Missing	5646001
Missing (%)	94.0%
Infinite	0
Infinite (%)	0.0%
Mean	32.29003604

Minimum	0
Maximum	30341.2
Zeros	46636
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	15
median	39
Q3	43
95-th percentile	45
Maximum	30341.2
Range	30341.2
Interquartile range (IQR)	28

Descriptive statistics

Standard deviation	135.0432076
Coefficient of variation (CV)	4.18219439
Kurtosis	18277.91913
Mean	32.29003604
Median Absolute Deviation (MAD)	6
Skewness	107.7976601
Sum	11727450.48
Variance	18236.66791
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
45	56089	0.9%
0	46636	0.8%
42	44227	0.7%
39	36776	0.6%
0.12	29343	0.5%
43.3	17839	0.3%
40	14672	0.2%
43	11085	0.2%
18.1	5642	0.1%
40.05	5328	0.1%
Other values (950)	95554	1.6%
(Missing)	5646001	94.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	46636	0.8%
0.01	7	< 0.1%
0.11	1	< 0.1%
0.12	29343	0.5%
0.16	1	< 0.1%

Value	Count	Frequency (%)
30341.2	1	< 0.1%
30341.1	1	< 0.1%
19020.6	3	< 0.1%
11690.1	1	< 0.1%
9089.9	2	< 0.1%

nominalrate_498L
Real number (ℝ)

MISSING SKEWED

Distinct	1759
Distinct (%)	0.2%
Missing	5050573
Missing (%)	84.0%
Infinite	0
Infinite (%)	0.0%
Mean	66.23276993

Minimum	0
Maximum	30341.2
Zeros	33355
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0.12
Q1	20
median	43
Q3	45
95-th percentile	98.55
Maximum	30341.2
Range	30341.2
Interquartile range (IQR)	25

Descriptive statistics

Standard deviation	336.1849681
Coefficient of variation (CV)	5.075810183
Kurtosis	3793.782925
Mean	66.23276993
Median Absolute Deviation (MAD)	3
Skewness	48.90895507
Sum	63491991.68
Variance	113020.3328
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
45	338001	5.6%
0.12	151353	2.5%
42	34415	0.6%
0	33355	0.6%
96.3	32909	0.5%
43.3	24883	0.4%
40.05	17376	0.3%
39	16862	0.3%
40	16084	0.3%
35	15899	0.3%
Other values (1749)	277482	4.6%
(Missing)	5050573	84.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	33355	0.6%
0.01	2	< 0.1%
0.05	1	< 0.1%
0.06	2	< 0.1%
0.1	81	< 0.1%

Value	Count	Frequency (%)
30341.2	1	< 0.1%
30341.1	50	< 0.1%
19020.6	15	< 0.1%
11690.1	23	< 0.1%
9891.4	3	< 0.1%

num_group1
Real number (ℝ)

ZEROS

Distinct	244
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.935895874

Minimum	0
Maximum	243
Zeros	549263
Zeros (%)	9.1%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	5
Q3	8
95-th percentile	16
Maximum	243
Range	243
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	6.232536646
Coefficient of variation (CV)	1.049974052
Kurtosis	103.1338
Mean	5.935895874
Median Absolute Deviation (MAD)	3
Skewness	6.196251105
Sum	35669938
Variance	38.84451305
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	549263	9.1%
1	549228	9.1%
2	549190	9.1%
3	549175	9.1%
4	549175	9.1%
5	549175	9.1%
6	549175	9.1%
7	549175	9.1%
8	549175	9.1%
9	189953	3.2%
Other values (234)	876508	14.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	549263	9.1%
1	549228	9.1%
2	549190	9.1%
3	549175	9.1%
4	549175	9.1%

Value	Count	Frequency (%)
243	1	< 0.1%
242	1	< 0.1%
241	1	< 0.1%
240	2	< 0.1%
239	2	< 0.1%

numberofcontrsvalue_258L
Real number (ℝ)

MISSING

Distinct	24
Distinct (%)	< 0.1%
Missing	5502403
Missing (%)	91.6%
Infinite	0
Infinite (%)	0.0%
Mean	1.998587183

Minimum	0
Maximum	83
Zeros	1436
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	2
Q3	3
95-th percentile	4
Maximum	83
Range	83
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.111658653
Coefficient of variation (CV)	0.5562222464
Kurtosis	71.13826566
Mean	1.998587183
Median Absolute Deviation (MAD)	1
Skewness	2.329365104
Sum	1012862
Variance	1.23578496
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
1	204295	3.4%
2	164366	2.7%
3	87482	1.5%
4	34857	0.6%
5	10101	0.2%
6	3087	0.1%
0	1436	< 0.1%
7	837	< 0.1%
8	219	< 0.1%
9	54	< 0.1%
Other values (14)	55	< 0.1%
(Missing)	5502403	91.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1436	< 0.1%
1	204295	3.4%
2	164366	2.7%
3	87482	1.5%
4	34857	0.6%

Value	Count	Frequency (%)
83	1	< 0.1%
50	1	< 0.1%
46	1	< 0.1%
32	1	< 0.1%
24	1	< 0.1%

numberofcontrsvalue_358L
Real number (ℝ)

MISSING

Distinct	131
Distinct (%)	< 0.1%
Missing	5513211
Missing (%)	91.7%
Infinite	0
Infinite (%)	0.0%
Mean	6.000947617

Minimum	0
Maximum	237
Zeros	94
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	4
Q3	8
95-th percentile	17
Maximum	237
Range	237
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	5.804850495
Coefficient of variation (CV)	0.9673223074
Kurtosis	40.09927965
Mean	6.000947617
Median Absolute Deviation (MAD)	3
Skewness	3.568897713
Sum	2976356
Variance	33.69628928
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	86186	1.4%
2	65952	1.1%
3	55807	0.9%
4	47607	0.8%
5	40261	0.7%
6	33805	0.6%
7	28446	0.5%
8	23660	0.4%
9	19518	0.3%
10	16604	0.3%
Other values (121)	78135	1.3%
(Missing)	5513211	91.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	94	< 0.1%
1	86186	1.4%
2	65952	1.1%
3	55807	0.9%
4	47607	0.8%

Value	Count	Frequency (%)
237	1	< 0.1%
215	1	< 0.1%
178	1	< 0.1%
164	1	< 0.1%
163	1	< 0.1%

numberofinstls_229L
Real number (ℝ)

MISSING ZEROS

Distinct	384
Distinct (%)	< 0.1%
Missing	3466317
Missing (%)	57.7%
Infinite	0
Infinite (%)	0.0%
Mean	12.2203675

Minimum	0
Maximum	714
Zeros	556053
Zeros (%)	9.3%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	6
Q3	13
95-th percentile	36
Maximum	714
Range	714
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	20.70605313
Coefficient of variation (CV)	1.694388743
Kurtosis	71.16087694
Mean	12.2203675
Median Absolute Deviation (MAD)	6
Skewness	6.650172547
Sum	31074867
Variance	428.7406361
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	556053	9.3%
12	421852	7.0%
6	292275	4.9%
1	221575	3.7%
24	149841	2.5%
3	104440	1.7%
18	96178	1.6%
36	87562	1.5%
10	62379	1.0%
4	46893	0.8%
Other values (374)	503827	8.4%
(Missing)	3466317	57.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	556053	9.3%
1	221575	3.7%
2	14437	0.2%
3	104440	1.7%
4	46893	0.8%

Value	Count	Frequency (%)
714	1	< 0.1%
602	1	< 0.1%
600	3	< 0.1%
576	1	< 0.1%
540	1	< 0.1%

numberofinstls_320L
Real number (ℝ)

MISSING

Distinct	331
Distinct (%)	0.1%
Missing	5486131
Missing (%)	91.3%
Infinite	0
Infinite (%)	0.0%
Mean	31.77488476

Minimum	0
Maximum	365
Zeros	123
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	6
Q1	12
median	24
Q3	37
95-th percentile	84
Maximum	365
Range	365
Interquartile range (IQR)	25

Descriptive statistics

Standard deviation	35.0344978
Coefficient of variation (CV)	1.102584575
Kurtosis	18.36133537
Mean	31.77488476
Median Absolute Deviation (MAD)	12
Skewness	3.712640631
Sum	16620203
Variance	1227.416036
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12	107782	1.8%
24	72857	1.2%
36	43136	0.7%
48	36081	0.6%
6	28488	0.5%
60	27484	0.5%
18	27232	0.5%
16	27035	0.4%
30	12985	0.2%
1	10228	0.2%
Other values (321)	129753	2.2%
(Missing)	5486131	91.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	123	< 0.1%
1	10228	0.2%
2	60	< 0.1%
3	8633	0.1%
4	4070	0.1%

Value	Count	Frequency (%)
365	1	< 0.1%
364	1	< 0.1%
362	2	< 0.1%
361	2	< 0.1%
360	8	< 0.1%

numberofoutstandinstls_520L
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	255
Distinct (%)	< 0.1%
Missing	3464310
Missing (%)	57.7%
Infinite	0
Infinite (%)	0.0%
Mean	1.14516508

Minimum	0
Maximum	2700000
Zeros	2540854
Zeros (%)	42.3%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	2700000
Range	2700000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1692.509781
Coefficient of variation (CV)	1477.961396
Kurtosis	2544852.432
Mean	1.14516508
Median Absolute Deviation (MAD)	0
Skewness	1595.25473
Sum	2914310
Variance	2864589.358
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2540854	42.3%
1	388	< 0.1%
2	195	< 0.1%
4	186	< 0.1%
6	136	< 0.1%
8	134	< 0.1%
10	134	< 0.1%
12	125	< 0.1%
14	104	< 0.1%
16	97	< 0.1%
Other values (245)	2529	< 0.1%
(Missing)	3464310	57.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2540854	42.3%
1	388	< 0.1%
2	195	< 0.1%
3	51	< 0.1%
4	186	< 0.1%

Value	Count	Frequency (%)
2700000	1	< 0.1%
699	2	< 0.1%
693	1	< 0.1%
690	1	< 0.1%
534	1	< 0.1%

numberofoutstandinstls_59L
Real number (ℝ)

MISSING

Distinct	301
Distinct (%)	0.1%
Missing	5486161
Missing (%)	91.3%
Infinite	0
Infinite (%)	0.0%
Mean	21.81110297

Minimum	0
Maximum	326
Zeros	4910
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	6
median	12
Q3	26
95-th percentile	60
Maximum	326
Range	326
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	30.03119716
Coefficient of variation (CV)	1.376876593
Kurtosis	24.31773075
Mean	21.81110297
Median Absolute Deviation (MAD)	8
Skewness	4.190885144
Sum	11407883
Variance	901.872803
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	32924	0.5%
2	22281	0.4%
5	22086	0.4%
3	22030	0.4%
6	21774	0.4%
10	21638	0.4%
9	21501	0.4%
11	20152	0.3%
8	19977	0.3%
4	19858	0.3%
Other values (291)	298810	5.0%
(Missing)	5486161	91.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4910	0.1%
1	32924	0.5%
2	22281	0.4%
3	22030	0.4%
4	19858	0.3%

Value	Count	Frequency (%)
326	1	< 0.1%
307	1	< 0.1%
304	1	< 0.1%
302	2	< 0.1%
301	2	< 0.1%

numberofoverdueinstlmax_1039L
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	2912
Distinct (%)	0.3%
Missing	4990049
Missing (%)	83.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.68235665

Minimum	0
Maximum	40121
Zeros	762113
Zeros (%)	12.7%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	33
Maximum	40121
Range	40121
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	161.1306823
Coefficient of variation (CV)	9.658748206
Kurtosis	7808.901856
Mean	16.68235665
Median Absolute Deviation (MAD)	0
Skewness	44.50470327
Sum	17001707
Variance	25963.09679
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	762113	12.7%
1	48766	0.8%
2	16236	0.3%
4	13781	0.2%
3	13736	0.2%
5	10664	0.2%
8	7656	0.1%
7	6058	0.1%
6	5923	0.1%
11	5491	0.1%
Other values (2902)	128719	2.1%
(Missing)	4990049	83.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	762113	12.7%
1	48766	0.8%
2	16236	0.3%
3	13736	0.2%
4	13781	0.2%

Value	Count	Frequency (%)
40121	1	< 0.1%
40107	1	< 0.1%
5412	1	< 0.1%
5379	1	< 0.1%
5342	1	< 0.1%

numberofoverdueinstlmax_1151L
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	4261
Distinct (%)	0.1%
Missing	3053870
Missing (%)	50.8%
Infinite	0
Infinite (%)	0.0%
Mean	52.86492098

Minimum	0
Maximum	730509
Zeros	2061632
Zeros (%)	34.3%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	152
Maximum	730509
Range	730509
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	559.7576371
Coefficient of variation (CV)	10.58845122
Kurtosis	986162.5518
Mean	52.86492098
Median Absolute Deviation (MAD)	0
Skewness	783.2679156
Sum	156232864
Variance	313328.6123
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2061632	34.3%
1	158506	2.6%
2	49902	0.8%
4	45832	0.8%
3	45658	0.8%
7	29419	0.5%
5	26138	0.4%
6	21953	0.4%
8	19915	0.3%
9	15152	0.3%
Other values (4251)	481215	8.0%
(Missing)	3053870	50.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2061632	34.3%
1	158506	2.6%
2	49902	0.8%
3	45658	0.8%
4	45832	0.8%

Value	Count	Frequency (%)
730509	1	< 0.1%
93972	8	< 0.1%
93971	3	< 0.1%
93956	3	< 0.1%
93925	3	< 0.1%

numberofoverdueinstlmaxdat_148D
Text

MISSING

Distinct	4719
Distinct (%)	0.5%
Missing	5115502
Missing (%)	85.1%
Memory size	45.8 MiB

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	8936900
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	307 ?
Unique (%)	< 0.1%

Sample

1st row	2011-06-24
2nd row	2009-07-16
3rd row	2009-11-27
4th row	2015-02-05
5th row	2018-09-07

Value	Count	Frequency (%)
2007-07-31	34902	3.9%
2011-08-24	9989	1.1%
2007-07-05	7993	0.9%
2012-03-04	7543	0.8%
2008-10-15	5826	0.7%
2011-09-04	4785	0.5%
2010-01-07	3364	0.4%
2018-08-02	3285	0.4%
2018-09-17	3172	0.4%
2015-06-26	3105	0.3%
Other values (4709)	809726	90.6%

Most occurring characters

Value	Count	Frequency (%)
0	2178743	24.4%
-	1787380	20.0%
1	1541544	17.2%
2	1415226	15.8%
7	351969	3.9%
8	326305	3.7%
5	273240	3.1%
9	269941	3.0%
4	266945	3.0%
3	264358	3.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	7149520	80.0%
Dash Punctuation	1787380	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2178743	30.5%
1	1541544	21.6%
2	1415226	19.8%
7	351969	4.9%
8	326305	4.6%
5	273240	3.8%
9	269941	3.8%
4	266945	3.7%
3	264358	3.7%
6	261249	3.7%

Dash Punctuation

Value	Count	Frequency (%)
-	1787380	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	8936900	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2178743	24.4%
-	1787380	20.0%
1	1541544	17.2%
2	1415226	15.8%
7	351969	3.9%
8	326305	3.7%
5	273240	3.1%
9	269941	3.0%
4	266945	3.0%
3	264358	3.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8936900	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2178743	24.4%
-	1787380	20.0%
1	1541544	17.2%
2	1415226	15.8%
7	351969	3.9%
8	326305	3.7%
5	273240	3.1%
9	269941	3.0%
4	266945	3.0%
3	264358	3.0%

numberofoverdueinstlmaxdat_641D
Text

MISSING

Distinct	2210
Distinct (%)	0.9%
Missing	5752162
Missing (%)	95.7%
Memory size	45.8 MiB

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	2570300
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	467 ?
Unique (%)	0.2%

Sample

1st row	2017-11-21
2nd row	2018-03-08
3rd row	2019-04-23
4th row	2018-03-31
5th row	2019-02-12

Value	Count	Frequency (%)
2019-08-07	3550	1.4%
2019-07-11	2919	1.1%
2019-03-26	2697	1.0%
2019-07-10	2576	1.0%
2019-05-07	2556	1.0%
2019-07-24	2509	1.0%
2019-07-23	2172	0.8%
2019-04-10	2126	0.8%
2019-06-27	2035	0.8%
2019-06-25	2015	0.8%
Other values (2200)	231875	90.2%

Most occurring characters

Value	Count	Frequency (%)
0	578765	22.5%
-	514060	20.0%
1	474921	18.5%
2	407897	15.9%
9	172698	6.7%
8	102917	4.0%
7	76652	3.0%
6	70525	2.7%
5	64110	2.5%
4	56533	2.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2056240	80.0%
Dash Punctuation	514060	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	578765	28.1%
1	474921	23.1%
2	407897	19.8%
9	172698	8.4%
8	102917	5.0%
7	76652	3.7%
6	70525	3.4%
5	64110	3.1%
4	56533	2.7%
3	51222	2.5%

Dash Punctuation

Value	Count	Frequency (%)
-	514060	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2570300	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	578765	22.5%
-	514060	20.0%
1	474921	18.5%
2	407897	15.9%
9	172698	6.7%
8	102917	4.0%
7	76652	3.0%
6	70525	2.7%
5	64110	2.5%
4	56533	2.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2570300	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	578765	22.5%
-	514060	20.0%
1	474921	18.5%
2	407897	15.9%
9	172698	6.7%
8	102917	4.0%
7	76652	3.0%
6	70525	2.7%
5	64110	2.5%
4	56533	2.2%

numberofoverdueinstls_725L
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	2592
Distinct (%)	0.3%
Missing	4996247
Missing (%)	83.1%
Infinite	0
Infinite (%)	0.0%
Mean	8.813187291

Minimum	0
Maximum	5412
Zeros	984018
Zeros (%)	16.4%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	5412
Range	5412
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	129.2048515
Coefficient of variation (CV)	14.66040006
Kurtosis	556.1088097
Mean	8.813187291
Median Absolute Deviation (MAD)	0
Skewness	21.49426442
Sum	8927274
Variance	16693.89365
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	984018	16.4%
1	4291	0.1%
2	1526	< 0.1%
3	1457	< 0.1%
4	1291	< 0.1%
8	802	< 0.1%
5	770	< 0.1%
7	692	< 0.1%
6	678	< 0.1%
11	586	< 0.1%
Other values (2582)	16834	0.3%
(Missing)	4996247	83.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	984018	16.4%
1	4291	0.1%
2	1526	< 0.1%
3	1457	< 0.1%
4	1291	< 0.1%

Value	Count	Frequency (%)
5412	1	< 0.1%
5379	1	< 0.1%
5342	1	< 0.1%
5330	1	< 0.1%
5302	1	< 0.1%

numberofoverdueinstls_834L
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	221
Distinct (%)	< 0.1%
Missing	3057638
Missing (%)	50.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.04916562597

Minimum	0
Maximum	1300
Zeros	2949589
Zeros (%)	49.1%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1300
Range	1300
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4.644498331
Coefficient of variation (CV)	94.46637237
Kurtosis	16609.29612
Mean	0.04916562597
Median Absolute Deviation (MAD)	0
Skewness	116.5091994
Sum	145115
Variance	21.57136475
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2949589	49.1%
1	638	< 0.1%
2	307	< 0.1%
3	163	< 0.1%
4	122	< 0.1%
5	86	< 0.1%
6	67	< 0.1%
7	38	< 0.1%
11	29	< 0.1%
10	29	< 0.1%
Other values (211)	486	< 0.1%
(Missing)	3057638	50.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2949589	49.1%
1	638	< 0.1%
2	307	< 0.1%
3	163	< 0.1%
4	122	< 0.1%

Value	Count	Frequency (%)
1300	1	< 0.1%
1195	1	< 0.1%
1178	1	< 0.1%
1144	1	< 0.1%
882	1	< 0.1%

outstandingamount_354A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	374
Distinct (%)	< 0.1%
Missing	3463526
Missing (%)	57.6%
Infinite	0
Infinite (%)	0.0%
Mean	3.35444537

Minimum	0
Maximum	443392.3
Zeros	2545024
Zeros (%)	42.4%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	443392.3
Range	443392.3
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	740.455286
Coefficient of variation (CV)	220.7385139
Kurtosis	181311.4163
Mean	3.35444537
Median Absolute Deviation (MAD)	0
Skewness	389.8456022
Sum	8539297.528
Variance	548274.0305
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2545024	42.4%
0.2	43	< 0.1%
0.4	32	< 0.1%
0.6	30	< 0.1%
1.2	14	< 0.1%
0.8	14	< 0.1%
1	14	< 0.1%
4	11	< 0.1%
1.8000001	10	< 0.1%
1.4	9	< 0.1%
Other values (364)	465	< 0.1%
(Missing)	3463526	57.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2545024	42.4%
0.2	43	< 0.1%
0.4	32	< 0.1%
0.6	30	< 0.1%
0.8	14	< 0.1%

Value	Count	Frequency (%)
443392.3	1	< 0.1%
392057.16	1	< 0.1%
390000	2	< 0.1%
300000	1	< 0.1%
274440	1	< 0.1%

outstandingamount_362A
Real number (ℝ)

MISSING SKEWED

Distinct	481793
Distinct (%)	92.1%
Missing	5486023
Missing (%)	91.3%
Infinite	0
Infinite (%)	0.0%
Mean	169818.5725

Minimum	0
Maximum	73109624
Zeros	5570
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	3325.9808
Q1	14422.372
median	38828.22
Q3	120118.4
95-th percentile	703690.06
Maximum	73109624
Range	73109624
Interquartile range (IQR)	105696.028

Descriptive statistics

Standard deviation	612226.718
Coefficient of variation (CV)	3.605181158
Kurtosis	2561.207821
Mean	169818.5725
Median Absolute Deviation (MAD)	30851.3762
Skewness	34.58409652
Sum	8.884381278 × 10¹⁰
Variance	3.748215543 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5570	0.1%
4228	283	< 0.1%
6342	247	< 0.1%
20000	225	< 0.1%
60000	225	< 0.1%
2114	210	< 0.1%
40000	206	< 0.1%
100000	200	< 0.1%
10000	162	< 0.1%
30000	148	< 0.1%
Other values (481783)	515693	8.6%
(Missing)	5486023	91.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	5570	0.1%
0.002	18	< 0.1%
0.004	8	< 0.1%
0.006	1	< 0.1%
0.012	1	< 0.1%

Value	Count	Frequency (%)
73109624	1	< 0.1%
66130624	1	< 0.1%
66000000	1	< 0.1%
62687850	1	< 0.1%
58697600	1	< 0.1%

overdueamount_31A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	446
Distinct (%)	< 0.1%
Missing	3056888
Missing (%)	50.9%
Infinite	0
Infinite (%)	0.0%
Mean	16.77646951

Minimum	0
Maximum	496510
Zeros	2951646
Zeros (%)	49.1%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	496510
Range	496510
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1976.527388
Coefficient of variation (CV)	117.815455
Kurtosis	28272.19037
Mean	16.77646951
Median Absolute Deviation (MAD)	0
Skewness	156.7964922
Sum	49529238.03
Variance	3906660.515
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2951646	49.1%
0.2	26	< 0.1%
0.6	24	< 0.1%
0.4	21	< 0.1%
1.2	13	< 0.1%
0.8	12	< 0.1%
4	11	< 0.1%
1	11	< 0.1%
1.8000001	9	< 0.1%
1.4	9	< 0.1%
Other values (436)	522	< 0.1%
(Missing)	3056888	50.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2951646	49.1%
0.2	26	< 0.1%
0.4	21	< 0.1%
0.6	24	< 0.1%
0.8	12	< 0.1%

Value	Count	Frequency (%)
496510	1	< 0.1%
486075	1	< 0.1%
433225	1	< 0.1%
429100	2	< 0.1%
425800	2	< 0.1%

overdueamount_659A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	24837
Distinct (%)	2.5%
Missing	4996240
Missing (%)	83.1%
Infinite	0
Infinite (%)	0.0%
Mean	1081.671286

Minimum	0
Maximum	70695176
Zeros	984025
Zeros (%)	16.4%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	70695176
Range	70695176
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	103765.3929
Coefficient of variation (CV)	95.93061616
Kurtosis	272880.4703
Mean	1081.671286
Median Absolute Deviation (MAD)	0
Skewness	462.4873507
Sum	1095681092
Variance	1.076725677 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	984025	16.4%
10	92	< 0.1%
14	68	< 0.1%
2	49	< 0.1%
20	45	< 0.1%
7000	43	< 0.1%
8	41	< 0.1%
0.2	40	< 0.1%
6000	38	< 0.1%
1.2	38	< 0.1%
Other values (24827)	28473	0.5%
(Missing)	4996240	83.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	984025	16.4%
0.002	4	< 0.1%
0.004	2	< 0.1%
0.006	1	< 0.1%
0.008	3	< 0.1%

Value	Count	Frequency (%)
70695176	1	< 0.1%
50082108	1	< 0.1%
24141158	1	< 0.1%
21104634	1	< 0.1%
17402200	1	< 0.1%

overdueamountmax2_14A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	198271
Distinct (%)	19.5%
Missing	4990049
Missing (%)	83.0%
Infinite	0
Infinite (%)	0.0%
Mean	3466.317557

Minimum	0
Maximum	70698930
Zeros	759728
Zeros (%)	12.6%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2.94799995
95-th percentile	9471.5314
Maximum	70698930
Range	70698930
Interquartile range (IQR)	2.94799995

Descriptive statistics

Standard deviation	132925.3761
Coefficient of variation (CV)	38.34772028
Kurtosis	124514.1774
Mean	3466.317557
Median Absolute Deviation (MAD)	0
Skewness	301.7170903
Sum	3532673274
Variance	1.76691556 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	759728	12.6%
10	312	< 0.1%
0.2	259	< 0.1%
2	225	< 0.1%
0.4	219	< 0.1%
800	215	< 0.1%
400	211	< 0.1%
0.8	204	< 0.1%
4	182	< 0.1%
2000	172	< 0.1%
Other values (198261)	257416	4.3%
(Missing)	4990049	83.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	759728	12.6%
0.002	23	< 0.1%
0.004	18	< 0.1%
0.006	14	< 0.1%
0.008	12	< 0.1%

Value	Count	Frequency (%)
70698930	1	< 0.1%
50082108	1	< 0.1%
48865336	1	< 0.1%
31050000	1	< 0.1%
24141158	1	< 0.1%

overdueamountmax2_398A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	468092
Distinct (%)	15.8%
Missing	3053870
Missing (%)	50.8%
Infinite	0
Infinite (%)	0.0%
Mean	6189.370993

Minimum	0
Maximum	229478910
Zeros	2071027
Zeros (%)	34.5%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	805.86703
95-th percentile	15172.33775
Maximum	229478910
Range	229478910
Interquartile range (IQR)	805.86703

Descriptive statistics

Standard deviation	301629.9601
Coefficient of variation (CV)	48.7335402
Kurtosis	213013.8948
Mean	6189.370993
Median Absolute Deviation (MAD)	0
Skewness	390.7553803
Sum	1.829158426 × 10¹⁰
Variance	9.098063284 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2071027	34.5%
0.2	3906	0.1%
0.4	2082	< 0.1%
0.8	1460	< 0.1%
2	1274	< 0.1%
0.6	1213	< 0.1%
1.6	1179	< 0.1%
1	1126	< 0.1%
1.2	1103	< 0.1%
4	1052	< 0.1%
Other values (468082)	869900	14.5%
(Missing)	3053870	50.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2071027	34.5%
0.002	113	< 0.1%
0.004	61	< 0.1%
0.006	57	< 0.1%
0.008	62	< 0.1%

Value	Count	Frequency (%)
229478910	1	< 0.1%
153404140	1	< 0.1%
147928240	2	< 0.1%
147251890	1	< 0.1%
124524430	1	< 0.1%

overdueamountmax2date_1002D
Text

MISSING

Distinct	4540
Distinct (%)	0.5%
Missing	5124897
Missing (%)	85.3%
Memory size	45.8 MiB

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	8842950
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	293 ?
Unique (%)	< 0.1%

Sample

1st row	2011-06-24
2nd row	2009-07-16
3rd row	2010-11-17
4th row	2015-02-05
5th row	2018-09-07

Value	Count	Frequency (%)
2011-10-06	13023	1.5%
2008-10-15	5811	0.7%
2010-01-07	3825	0.4%
2015-07-07	3769	0.4%
2018-12-20	2863	0.3%
2018-09-17	2706	0.3%
2007-07-31	2581	0.3%
2008-11-27	2578	0.3%
2018-05-16	2553	0.3%
2018-11-20	2493	0.3%
Other values (4530)	842093	95.2%

Most occurring characters

Value	Count	Frequency (%)
0	2148185	24.3%
-	1768590	20.0%
1	1565164	17.7%
2	1423704	16.1%
8	327643	3.7%
7	288392	3.3%
6	278326	3.1%
5	275605	3.1%
9	264041	3.0%
4	253423	2.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	7074360	80.0%
Dash Punctuation	1768590	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2148185	30.4%
1	1565164	22.1%
2	1423704	20.1%
8	327643	4.6%
7	288392	4.1%
6	278326	3.9%
5	275605	3.9%
9	264041	3.7%
4	253423	3.6%
3	249877	3.5%

Dash Punctuation

Value	Count	Frequency (%)
-	1768590	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	8842950	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2148185	24.3%
-	1768590	20.0%
1	1565164	17.7%
2	1423704	16.1%
8	327643	3.7%
7	288392	3.3%
6	278326	3.1%
5	275605	3.1%
9	264041	3.0%
4	253423	2.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8842950	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2148185	24.3%
-	1768590	20.0%
1	1565164	17.7%
2	1423704	16.1%
8	327643	3.7%
7	288392	3.3%
6	278326	3.1%
5	275605	3.1%
9	264041	3.0%
4	253423	2.9%

overdueamountmax2date_1142D
Text

MISSING

Distinct	2491
Distinct (%)	1.0%
Missing	5749777
Missing (%)	95.7%
Memory size	45.8 MiB

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	2594150
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	489 ?
Unique (%)	0.2%

Sample

1st row	2018-03-31
2nd row	2017-01-19
3rd row	2019-04-23
4th row	2018-06-15
5th row	2019-02-12

Value	Count	Frequency (%)
2019-08-07	3249	1.3%
2019-05-07	2903	1.1%
2019-03-26	2789	1.1%
2019-07-10	2570	1.0%
2019-04-10	2482	1.0%
2019-07-24	2436	0.9%
2019-07-23	2075	0.8%
2018-11-20	1986	0.8%
2019-06-10	1960	0.8%
2019-04-11	1899	0.7%
Other values (2481)	235066	90.6%

Most occurring characters

Value	Count	Frequency (%)
0	587775	22.7%
-	518830	20.0%
1	477927	18.4%
2	411032	15.8%
9	168097	6.5%
8	106615	4.1%
7	78874	3.0%
6	70759	2.7%
5	63550	2.4%
4	56616	2.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2075320	80.0%
Dash Punctuation	518830	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	587775	28.3%
1	477927	23.0%
2	411032	19.8%
9	168097	8.1%
8	106615	5.1%
7	78874	3.8%
6	70759	3.4%
5	63550	3.1%
4	56616	2.7%
3	54075	2.6%

Dash Punctuation

Value	Count	Frequency (%)
-	518830	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2594150	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	587775	22.7%
-	518830	20.0%
1	477927	18.4%
2	411032	15.8%
9	168097	6.5%
8	106615	4.1%
7	78874	3.0%
6	70759	2.7%
5	63550	2.4%
4	56616	2.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2594150	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	587775	22.7%
-	518830	20.0%
1	477927	18.4%
2	411032	15.8%
9	168097	6.5%
8	106615	4.1%
7	78874	3.0%
6	70759	2.7%
5	63550	2.4%
4	56616	2.2%

overdueamountmax_155A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	161750
Distinct (%)	15.9%
Missing	4990049
Missing (%)	83.0%
Infinite	0
Infinite (%)	0.0%
Mean	2738.434173

Minimum	0
Maximum	70698930
Zeros	811733
Zeros (%)	13.5%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	7424.63243
Maximum	70698930
Range	70698930
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	127843.8103
Coefficient of variation (CV)	46.68500401
Kurtosis	144862.7465
Mean	2738.434173
Median Absolute Deviation (MAD)	0
Skewness	332.5359818
Sum	2790856018
Variance	1.634403984 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	811733	13.5%
10	310	< 0.1%
1000	253	< 0.1%
2	215	< 0.1%
400	207	< 0.1%
0.2	200	< 0.1%
0.4	194	< 0.1%
2000	191	< 0.1%
0.8	180	< 0.1%
800	174	< 0.1%
Other values (161740)	205486	3.4%
(Missing)	4990049	83.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	811733	13.5%
0.002	20	< 0.1%
0.004	15	< 0.1%
0.006	12	< 0.1%
0.008	10	< 0.1%

Value	Count	Frequency (%)
70698930	1	< 0.1%
50082108	1	< 0.1%
48865336	1	< 0.1%
31050000	1	< 0.1%
24141158	1	< 0.1%

overdueamountmax_35A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	442677
Distinct (%)	15.5%
Missing	3150457
Missing (%)	52.4%
Infinite	0
Infinite (%)	0.0%
Mean	5144.05513

Minimum	0
Maximum	229478910
Zeros	2014289
Zeros (%)	33.5%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	596.865
95-th percentile	14006.7118
Maximum	229478910
Range	229478910
Interquartile range (IQR)	596.865

Descriptive statistics

Standard deviation	273629.8705
Coefficient of variation (CV)	53.19341718
Kurtosis	318754.1476
Mean	5144.05513
Median Absolute Deviation (MAD)	0
Skewness	504.7531049
Sum	1.470549044 × 10¹⁰
Variance	7.487330604 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2014289	33.5%
0.2	3647	0.1%
0.4	1970	< 0.1%
0.8	1427	< 0.1%
2	1260	< 0.1%
0.6	1181	< 0.1%
1.6	1179	< 0.1%
1	1106	< 0.1%
1.2	1089	< 0.1%
4	1022	< 0.1%
Other values (442667)	830565	13.8%
(Missing)	3150457	52.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2014289	33.5%
0.002	109	< 0.1%
0.004	62	< 0.1%
0.006	59	< 0.1%
0.008	61	< 0.1%

Value	Count	Frequency (%)
229478910	1	< 0.1%
153404140	1	< 0.1%
147928240	2	< 0.1%
147251890	1	< 0.1%
124524430	1	< 0.1%

overdueamountmaxdatemonth_284T
Real number (ℝ)

MISSING

Distinct	12
Distinct (%)	< 0.1%
Missing	3150457
Missing (%)	52.4%
Infinite	0
Infinite (%)	0.0%
Mean	6.571696572

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	4
median	7
Q3	10
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.446101235
Coefficient of variation (CV)	0.5243853238
Kurtosis	-1.195983767
Mean	6.571696572
Median Absolute Deviation (MAD)	3
Skewness	-0.06299174456
Sum	18786739
Variance	11.87561372
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
11	261656	4.4%
6	257641	4.3%
1	255327	4.2%
8	253063	4.2%
9	245477	4.1%
7	244642	4.1%
10	240396	4.0%
2	225019	3.7%
5	224416	3.7%
12	223893	3.7%
Other values (2)	427205	7.1%
(Missing)	3150457	52.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	255327	4.2%
2	225019	3.7%
3	210555	3.5%
4	216650	3.6%
5	224416	3.7%

Value	Count	Frequency (%)
12	223893	3.7%
11	261656	4.4%
10	240396	4.0%
9	245477	4.1%
8	253063	4.2%

overdueamountmaxdatemonth_365T
Real number (ℝ)

MISSING

Distinct	12
Distinct (%)	< 0.1%
Missing	4990049
Missing (%)	83.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.993357164

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	4
median	8
Q3	10
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.508968266
Coefficient of variation (CV)	0.5017573369
Kurtosis	-1.092743608
Mean	6.993357164
Median Absolute Deviation (MAD)	3
Skewness	-0.3320765647
Sum	7127231
Variance	12.31285829
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
1	116461	1.9%
10	114211	1.9%
9	111150	1.8%
8	103298	1.7%
11	97268	1.6%
12	92814	1.5%
7	84165	1.4%
6	76225	1.3%
5	66584	1.1%
4	60244	1.0%
Other values (2)	96723	1.6%
(Missing)	4990049	83.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	116461	1.9%
2	52360	0.9%
3	44363	0.7%
4	60244	1.0%
5	66584	1.1%

Value	Count	Frequency (%)
12	92814	1.5%
11	97268	1.6%
10	114211	1.9%
9	111150	1.8%
8	103298	1.7%

overdueamountmaxdateyear_2T
Real number (ℝ)

MISSING

Distinct	8
Distinct (%)	< 0.1%
Missing	4990049
Missing (%)	83.0%
Infinite	0
Infinite (%)	0.0%
Mean	2018.357355

Minimum	2009
Maximum	2020
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	2009
5-th percentile	2017
Q1	2018
median	2019
Q3	2019
95-th percentile	2019
Maximum	2020
Range	11
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.754067765
Coefficient of variation (CV)	0.0003736046855
Kurtosis	-0.8912350512
Mean	2018.357355
Median Absolute Deviation (MAD)	0
Skewness	-0.6853889533
Sum	2056994770
Variance	0.5686181942
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
2019	534285	8.9%
2018	312254	5.2%
2017	171718	2.9%
2020	853	< 0.1%
2016	30	< 0.1%
2015	1	< 0.1%
2013	1	< 0.1%
2009	1	< 0.1%
(Missing)	4990049	83.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2009	1	< 0.1%
2013	1	< 0.1%
2015	1	< 0.1%
2016	30	< 0.1%
2017	171718	2.9%

Value	Count	Frequency (%)
2020	853	< 0.1%
2019	534285	8.9%
2018	312254	5.2%
2017	171718	2.9%
2016	30	< 0.1%

overdueamountmaxdateyear_994T
Real number (ℝ)

MISSING

Distinct	19
Distinct (%)	< 0.1%
Missing	3150457
Missing (%)	52.4%
Infinite	0
Infinite (%)	0.0%
Mean	2014.345151

Minimum	2002
Maximum	2020
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	2002
5-th percentile	2007
Q1	2012
median	2015
Q3	2018
95-th percentile	2019
Maximum	2020
Range	18
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.77402838
Coefficient of variation (CV)	0.001873575826
Kurtosis	-0.5711652853
Mean	2014.345151
Median Absolute Deviation (MAD)	3
Skewness	-0.7242163846
Sum	5758478984
Variance	14.24329021
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
2018	498578	8.3%
2017	388501	6.5%
2016	272953	4.5%
2015	242598	4.0%
2019	229605	3.8%
2014	215988	3.6%
2013	190636	3.2%
2012	152508	2.5%
2011	130459	2.2%
2007	121513	2.0%
Other values (9)	415396	6.9%
(Missing)	3150457	52.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2002	1	< 0.1%
2003	2	< 0.1%
2004	906	< 0.1%
2005	20615	0.3%
2006	72823	1.2%

Value	Count	Frequency (%)
2020	154	< 0.1%
2019	229605	3.8%
2018	498578	8.3%
2017	388501	6.5%
2016	272953	4.5%

periodicityofpmts_1102L
Real number (ℝ)

MISSING SKEWED

Distinct	5
Distinct (%)	< 0.1%
Missing	3689232
Missing (%)	61.4%
Infinite	0
Infinite (%)	0.0%
Mean	30.11027087

Minimum	1
Maximum	360
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	1
5-th percentile	30
Q1	30
median	30
Q3	30
95-th percentile	30
Maximum	360
Range	359
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	5.098239628
Coefficient of variation (CV)	0.169318956
Kurtosis	2352.045994
Mean	30.11027087
Median Absolute Deviation (MAD)	0
Skewness	44.45102813
Sum	69854624
Variance	25.9920473
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
30	2316430	38.5%
1	1634	< 0.1%
180	1343	< 0.1%
90	299	< 0.1%
360	254	< 0.1%
(Missing)	3689232	61.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1634	< 0.1%
30	2316430	38.5%
90	299	< 0.1%
180	1343	< 0.1%
360	254	< 0.1%

Value	Count	Frequency (%)
360	254	< 0.1%
180	1343	< 0.1%
90	299	< 0.1%
30	2316430	38.5%
1	1634	< 0.1%

periodicityofpmts_837L
Real number (ℝ)

MISSING SKEWED

Distinct	5
Distinct (%)	< 0.1%
Missing	5499190
Missing (%)	91.5%
Infinite	0
Infinite (%)	0.0%
Mean	30.36903777

Minimum	1
Maximum	360
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	1
5-th percentile	30
Q1	30
median	30
Q3	30
95-th percentile	30
Maximum	360
Range	359
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	7.449534517
Coefficient of variation (CV)	0.2453003145
Kurtosis	540.903782
Mean	30.36903777
Median Absolute Deviation (MAD)	0
Skewness	21.94446409
Sum	15488270
Variance	55.49556452
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
30	508534	8.5%
180	1084	< 0.1%
90	308	< 0.1%
1	50	< 0.1%
360	26	< 0.1%
(Missing)	5499190	91.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	50	< 0.1%
30	508534	8.5%
90	308	< 0.1%
180	1084	< 0.1%
360	26	< 0.1%

Value	Count	Frequency (%)
360	26	< 0.1%
180	1084	< 0.1%
90	308	< 0.1%
30	508534	8.5%
1	50	< 0.1%

prolongationcount_1120L
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	64
Distinct (%)	< 0.1%
Missing	5829442
Missing (%)	97.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5652183588

Minimum	0
Maximum	682
Zeros	138122
Zeros (%)	2.3%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	682
Range	682
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.652265916
Coefficient of variation (CV)	4.692462435
Kurtosis	25902.92843
Mean	0.5652183588
Median Absolute Deviation (MAD)	0
Skewness	111.7235505
Sum	101598
Variance	7.034514491
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	138122	2.3%
1	22795	0.4%
2	8399	0.1%
3	3784	0.1%
4	2102	< 0.1%
5	1445	< 0.1%
6	753	< 0.1%
7	520	< 0.1%
8	350	< 0.1%
9	262	< 0.1%
Other values (54)	1218	< 0.1%
(Missing)	5829442	97.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	138122	2.3%
1	22795	0.4%
2	8399	0.1%
3	3784	0.1%
4	2102	< 0.1%

Value	Count	Frequency (%)
682	1	< 0.1%
343	1	< 0.1%
120	1	< 0.1%
101	1	< 0.1%
100	1	< 0.1%

prolongationcount_599L
Real number (ℝ)

MISSING

Distinct	39
Distinct (%)	0.4%
Missing	5998234
Missing (%)	99.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.8608322687

Minimum	0
Maximum	88
Zeros	7128
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	4
Maximum	88
Range	88
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.632745148
Coefficient of variation (CV)	3.058371815
Kurtosis	199.2550991
Mean	0.8608322687
Median Absolute Deviation (MAD)	0
Skewness	10.55634786
Sum	9433
Variance	6.931347012
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
0	7128	0.1%
1	2286	< 0.1%
2	704	< 0.1%
3	285	< 0.1%
4	159	< 0.1%
5	94	< 0.1%
6	59	< 0.1%
7	37	< 0.1%
9	27	< 0.1%
8	23	< 0.1%
Other values (29)	156	< 0.1%
(Missing)	5998234	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7128	0.1%
1	2286	< 0.1%
2	704	< 0.1%
3	285	< 0.1%
4	159	< 0.1%

Value	Count	Frequency (%)
88	1	< 0.1%
60	1	< 0.1%
54	1	< 0.1%
43	1	< 0.1%
40	1	< 0.1%

purposeofcred_426M
Text

Distinct	13
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	45.8 MiB

Length

Max length	12
Median length	8
Mean length	8.000096519
Min length	8

Characters and Unicode

Total characters	48074116
Distinct characters	18
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	60c73645
2nd row	96a8fdfe
3rd row	a55475b1
4th row	a55475b1
5th row	a55475b1

Value	Count	Frequency (%)
a55475b1	4990049	83.0%
60c73645	777839	12.9%
96a8fdfe	232497	3.9%
e19fdece	4323	0.1%
9e302002	2542	< 0.1%
7a7d6960	951	< 0.1%
44164129	451	< 0.1%
28bfa260	156	< 0.1%
e8f3b178	156	< 0.1%
p188_162_121	145	< 0.1%
Other values (3)	83	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
5	15747990	32.8%
7	5769946	12.0%
4	5769241	12.0%
a	5223735	10.9%
1	4996091	10.4%
b	4990363	10.4%
6	1790911	3.7%
0	786575	1.6%
c	782244	1.6%
3	780617	1.6%
Other values (8)	1436403	3.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	36121692	75.1%
Lowercase Letter	11951989	24.9%
Connector Punctuation	290	< 0.1%
Uppercase Letter	145	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	15747990	43.6%
7	5769946	16.0%
4	5769241	16.0%
1	4996091	13.8%
6	1790911	5.0%
0	786575	2.2%
3	780617	2.2%
9	240845	0.7%
8	233337	0.6%
2	6139	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
a	5223735	43.7%
b	4990363	41.8%
c	782244	6.5%
f	469629	3.9%
e	248246	2.1%
d	237772	2.0%

Connector Punctuation

Value	Count	Frequency (%)
_	290	100.0%

Uppercase Letter

Value	Count	Frequency (%)
P	145	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	36121982	75.1%
Latin	11952134	24.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	15747990	43.6%
7	5769946	16.0%
4	5769241	16.0%
1	4996091	13.8%
6	1790911	5.0%
0	786575	2.2%
3	780617	2.2%
9	240845	0.7%
8	233337	0.6%
2	6139	< 0.1%

Latin

Value	Count	Frequency (%)
a	5223735	43.7%
b	4990363	41.8%
c	782244	6.5%
f	469629	3.9%
e	248246	2.1%
d	237772	2.0%
P	145	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	48074116	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	15747990	32.8%
7	5769946	12.0%
4	5769241	12.0%
a	5223735	10.9%
1	4996091	10.4%
b	4990363	10.4%
6	1790911	3.7%
0	786575	1.6%
c	782244	1.6%
3	780617	1.6%
Other values (8)	1436403	3.0%

purposeofcred_874M
Text

Distinct	19
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	45.8 MiB

Length

Max length	12
Median length	8
Mean length	8.00149704
Min length	8

Characters and Unicode

Total characters	48082532
Distinct characters	18
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	a55475b1
2nd row	a55475b1
3rd row	a55475b1
4th row	a55475b1
5th row	a55475b1

Value	Count	Frequency (%)
a55475b1	3054058	50.8%
60c73645	1370567	22.8%
5065c2b8	758824	12.6%
96a8fdfe	699129	11.6%
e19fdece	56354	0.9%
d9ae1a0e	34956	0.6%
27b6de28	11572	0.2%
5d1b0cdd	6387	0.1%
d11871e7	4154	0.1%
89ccf2a3	4000	0.1%
Other values (9)	9191	0.2%

Most occurring characters

Value	Count	Frequency (%)
5	12056776	25.1%
7	4451584	9.3%
4	4430868	9.2%
6	4219510	8.8%
b	3834162	8.0%
a	3829373	8.0%
1	3178661	6.6%
c	2200308	4.6%
0	2172838	4.5%
8	1485416	3.1%
Other values (8)	6223036	12.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	34961338	72.7%
Lowercase Letter	13114447	27.3%
Connector Punctuation	4498	< 0.1%
Uppercase Letter	2249	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	12056776	34.5%
7	4451584	12.7%
4	4430868	12.7%
6	4219510	12.1%
1	3178661	9.1%
0	2172838	6.2%
8	1485416	4.2%
3	1375372	3.9%
9	798060	2.3%
2	792253	2.3%

Lowercase Letter

Value	Count	Frequency (%)
b	3834162	29.2%
a	3829373	29.2%
c	2200308	16.8%
f	1461155	11.1%
e	959623	7.3%
d	829826	6.3%

Connector Punctuation

Value	Count	Frequency (%)
_	4498	100.0%

Uppercase Letter

Value	Count	Frequency (%)
P	2249	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	34965836	72.7%
Latin	13116696	27.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	12056776	34.5%
7	4451584	12.7%
4	4430868	12.7%
6	4219510	12.1%
1	3178661	9.1%
0	2172838	6.2%
8	1485416	4.2%
3	1375372	3.9%
9	798060	2.3%
2	792253	2.3%

Latin

Value	Count	Frequency (%)
b	3834162	29.2%
a	3829373	29.2%
c	2200308	16.8%
f	1461155	11.1%
e	959623	7.3%
d	829826	6.3%
P	2249	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	48082532	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	12056776	25.1%
7	4451584	9.3%
4	4430868	9.2%
6	4219510	8.8%
b	3834162	8.0%
a	3829373	8.0%
1	3178661	6.6%
c	2200308	4.6%
0	2172838	4.5%
8	1485416	3.1%
Other values (8)	6223036	12.9%

refreshdate_3813885D
Text

MISSING

Distinct	188
Distinct (%)	< 0.1%
Missing	1616565
Missing (%)	26.9%
Memory size	45.8 MiB

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	43926270
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2019-07-10
2nd row	2019-07-10
3rd row	2019-07-10
4th row	2019-01-03
5th row	2019-07-01

Value	Count	Frequency (%)
2019-01-03	549175	12.5%
2019-08-07	402856	9.2%
2019-08-04	292421	6.7%
2019-02-06	291842	6.6%
2019-11-03	273694	6.2%
2019-11-05	102187	2.3%
2019-11-13	98553	2.2%
2019-12-13	89447	2.0%
2019-05-03	77149	1.8%
2019-05-04	77147	1.8%
Other values (178)	2138156	48.7%

Most occurring characters

Value	Count	Frequency (%)
0	10417481	23.7%
-	8785254	20.0%
1	8634261	19.7%
2	6080971	13.8%
9	4974994	11.3%
3	1453067	3.3%
8	1264262	2.9%
7	838255	1.9%
4	576265	1.3%
6	491057	1.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	35141016	80.0%
Dash Punctuation	8785254	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	10417481	29.6%
1	8634261	24.6%
2	6080971	17.3%
9	4974994	14.2%
3	1453067	4.1%
8	1264262	3.6%
7	838255	2.4%
4	576265	1.6%
6	491057	1.4%
5	410403	1.2%

Dash Punctuation

Value	Count	Frequency (%)
-	8785254	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	43926270	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	10417481	23.7%
-	8785254	20.0%
1	8634261	19.7%
2	6080971	13.8%
9	4974994	11.3%
3	1453067	3.3%
8	1264262	2.9%
7	838255	1.9%
4	576265	1.3%
6	491057	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	43926270	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	10417481	23.7%
-	8785254	20.0%
1	8634261	19.7%
2	6080971	13.8%
9	4974994	11.3%
3	1453067	3.3%
8	1264262	2.9%
7	838255	1.9%
4	576265	1.3%
6	491057	1.1%

residualamount_488A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	6
Distinct (%)	< 0.1%
Missing	5601681
Missing (%)	93.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.510894204

Minimum	0
Maximum	260000
Zeros	407505
Zeros (%)	6.8%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	260000
Range	260000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	564.2469674
Coefficient of variation (CV)	373.4523343
Kurtosis	191065.2929
Mean	1.510894204
Median Absolute Deviation (MAD)	0
Skewness	431.4920241
Sum	615706.008
Variance	318374.6403
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	407505	6.8%
29154.219	2	< 0.1%
239912.92	1	< 0.1%
260000	1	< 0.1%
3929.11	1	< 0.1%
53555.54	1	< 0.1%
(Missing)	5601681	93.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	407505	6.8%
3929.11	1	< 0.1%
29154.219	2	< 0.1%
53555.54	1	< 0.1%
239912.92	1	< 0.1%

Value	Count	Frequency (%)
260000	1	< 0.1%
239912.92	1	< 0.1%
53555.54	1	< 0.1%
29154.219	2	< 0.1%
3929.11	1	< 0.1%

residualamount_856A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	224519
Distinct (%)	45.9%
Missing	5519517
Missing (%)	91.9%
Infinite	0
Infinite (%)	0.0%
Mean	35364.81488

Minimum	0
Maximum	340000000
Zeros	199678
Zeros (%)	3.3%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	5520.6
Q3	31734.2825
95-th percentile	180000
Maximum	340000000
Range	340000000
Interquartile range (IQR)	31734.2825

Descriptive statistics

Standard deviation	500031.4367
Coefficient of variation (CV)	14.13923524
Kurtosis	436780.4648
Mean	35364.81488
Median Absolute Deviation (MAD)	5520.6
Skewness	645.4294369
Sum	1.731726573 × 10¹⁰
Variance	2.500314377 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	199678	3.3%
200000	702	< 0.1%
100000	521	< 0.1%
20000	495	< 0.1%
10000	436	< 0.1%
40000	408	< 0.1%
30000	374	< 0.1%
6000	211	< 0.1%
4000	208	< 0.1%
60000	183	< 0.1%
Other values (224509)	286459	4.8%
(Missing)	5519517	91.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	199678	3.3%
0.002	2	< 0.1%
0.004	1	< 0.1%
0.008	1	< 0.1%
0.014	1	< 0.1%

Value	Count	Frequency (%)
340000000	1	< 0.1%
60000000	1	< 0.1%
14000000	1	< 0.1%
12082400	1	< 0.1%
5185148.5	1	< 0.1%

subjectrole_182M
Text

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	45.8 MiB

Length

Max length	9
Median length	8
Mean length	8.000252114
Min length	8

Characters and Unicode

Total characters	48075051
Distinct characters	18
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	ab3c25cf
2nd row	a55475b1
3rd row	a55475b1
4th row	a55475b1
5th row	a55475b1

Value	Count	Frequency (%)
a55475b1	5502403	91.6%
ab3c25cf	489835	8.2%
be4fd70b	8423	0.1%
daf49a8a	6475	0.1%
p28_48_88	1515	< 0.1%
15f04f45	536	< 0.1%
652d52e3	2	< 0.1%
0c42a10e	2	< 0.1%
71ddaa88	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
5	16998120	35.4%
a	6011667	12.5%
b	6009084	12.5%
4	5519890	11.5%
7	5510827	11.5%
1	5502942	11.4%
c	979672	2.0%
f	505805	1.1%
2	491356	1.0%
3	489837	1.0%
Other values (8)	55851	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	34540949	71.8%
Lowercase Letter	13529557	28.1%
Connector Punctuation	3030	< 0.1%
Uppercase Letter	1515	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	16998120	49.2%
4	5519890	16.0%
7	5510827	16.0%
1	5502942	15.9%
2	491356	1.4%
3	489837	1.4%
8	12537	< 0.1%
0	8963	< 0.1%
9	6475	< 0.1%
6	2	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
a	6011667	44.4%
b	6009084	44.4%
c	979672	7.2%
f	505805	3.7%
d	14902	0.1%
e	8427	0.1%

Connector Punctuation

Value	Count	Frequency (%)
_	3030	100.0%

Uppercase Letter

Value	Count	Frequency (%)
P	1515	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	34543979	71.9%
Latin	13531072	28.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	16998120	49.2%
4	5519890	16.0%
7	5510827	16.0%
1	5502942	15.9%
2	491356	1.4%
3	489837	1.4%
8	12537	< 0.1%
0	8963	< 0.1%
9	6475	< 0.1%
_	3030	< 0.1%

Latin

Value	Count	Frequency (%)
a	6011667	44.4%
b	6009084	44.4%
c	979672	7.2%
f	505805	3.7%
d	14902	0.1%
e	8427	0.1%
P	1515	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	48075051	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	16998120	35.4%
a	6011667	12.5%
b	6009084	12.5%
4	5519890	11.5%
7	5510827	11.5%
1	5502942	11.4%
c	979672	2.0%
f	505805	1.1%
2	491356	1.0%
3	489837	1.0%
Other values (8)	55851	0.1%

subjectrole_93M
Text

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	45.8 MiB

Length

Max length	9
Median length	8
Mean length	8.000000333
Min length	8

Characters and Unicode

Total characters	48073538
Distinct characters	18
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	ab3c25cf
2nd row	a55475b1
3rd row	a55475b1
4th row	a55475b1
5th row	a55475b1

Value	Count	Frequency (%)
a55475b1	5513211	91.7%
ab3c25cf	478242	8.0%
be4fd70b	8036	0.1%
daf49a8a	7247	0.1%
15f04f45	2403	< 0.1%
71ddaa88	44	< 0.1%
0c42a10e	6	< 0.1%
p28_48_88	2	< 0.1%
652d52e3	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
5	17022683	35.4%
a	6013288	12.5%
b	6007525	12.5%
4	5533308	11.5%
7	5521291	11.5%
1	5515664	11.5%
c	956490	2.0%
f	498331	1.0%
2	478252	1.0%
3	478243	1.0%
Other values (8)	48463	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	34574483	71.9%
Lowercase Letter	13499049	28.1%
Connector Punctuation	4	< 0.1%
Uppercase Letter	2	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	17022683	49.2%
4	5533308	16.0%
7	5521291	16.0%
1	5515664	16.0%
2	478252	1.4%
3	478243	1.4%
0	10451	< 0.1%
8	7343	< 0.1%
9	7247	< 0.1%
6	1	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
a	6013288	44.5%
b	6007525	44.5%
c	956490	7.1%
f	498331	3.7%
d	15372	0.1%
e	8043	0.1%

Connector Punctuation

Value	Count	Frequency (%)
_	4	100.0%

Uppercase Letter

Value	Count	Frequency (%)
P	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	34574487	71.9%
Latin	13499051	28.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	17022683	49.2%
4	5533308	16.0%
7	5521291	16.0%
1	5515664	16.0%
2	478252	1.4%
3	478243	1.4%
0	10451	< 0.1%
8	7343	< 0.1%
9	7247	< 0.1%
_	4	< 0.1%

Latin

Value	Count	Frequency (%)
a	6013288	44.5%
b	6007525	44.5%
c	956490	7.1%
f	498331	3.7%
d	15372	0.1%
e	8043	0.1%
P	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	48073538	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	17022683	35.4%
a	6013288	12.5%
b	6007525	12.5%
4	5533308	11.5%
7	5521291	11.5%
1	5515664	11.5%
c	956490	2.0%
f	498331	1.0%
2	478252	1.0%
3	478243	1.0%
Other values (8)	48463	0.1%

totalamount_6A
Real number (ℝ)

MISSING SKEWED

Distinct	310495
Distinct (%)	12.2%
Missing	3462700
Missing (%)	57.6%
Infinite	0
Infinite (%)	0.0%
Mean	81135.13699

Minimum	0
Maximum	240916600
Zeros	3928
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	4000
Q1	12736
median	27717
Q3	60000
95-th percentile	266000
Maximum	240916600
Range	240916600
Interquartile range (IQR)	47264

Descriptive statistics

Standard deviation	593050.1602
Coefficient of variation (CV)	7.3094122
Kurtosis	36570.17049
Mean	81135.13699
Median Absolute Deviation (MAD)	17820
Skewness	145.9647068
Sum	2.066099773 × 10¹¹
Variance	3.517084925 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30000	48395	0.8%
20000	47045	0.8%
40000	44321	0.7%
60000	39121	0.7%
100000	31528	0.5%
10000	26795	0.4%
4000	26621	0.4%
2000	24028	0.4%
200000	23537	0.4%
3000	22717	0.4%
Other values (310485)	2212384	36.8%
(Missing)	3462700	57.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	3928	0.1%
0.2	2	< 0.1%
1	2	< 0.1%
1.8000001	1	< 0.1%
2	1	< 0.1%

Value	Count	Frequency (%)
240916600	1	< 0.1%
215200000	1	< 0.1%
180220720	1	< 0.1%
152781840	1	< 0.1%
145400000	4	< 0.1%

totalamount_996A
Real number (ℝ)

MISSING SKEWED

Distinct	143936
Distinct (%)	27.5%
Missing	5485983
Missing (%)	91.3%
Infinite	0
Infinite (%)	0.0%
Mean	221622.5214

Minimum	3.8
Maximum	113469390
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	3.8
5-th percentile	10586.6
Q1	28022.4
median	63240
Q3	175524.61
95-th percentile	895926.34
Maximum	113469390
Range	113469386.2
Interquartile range (IQR)	147502.21

Descriptive statistics

Standard deviation	798481.4643
Coefficient of variation (CV)	3.60288954
Kurtosis	4187.828824
Mean	221622.5214
Median Absolute Deviation (MAD)	43847
Skewness	46.16218305
Sum	1.159548978 × 10¹¹
Variance	6.375726489 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100000	11593	0.2%
200000	7782	0.1%
40000	6531	0.1%
60000	5935	0.1%
30000	5279	0.1%
20000	5072	0.1%
400000	3709	0.1%
300000	3630	0.1%
80000	3594	0.1%
120000	3274	0.1%
Other values (143926)	466810	7.8%
(Missing)	5485983	91.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3.8	1	< 0.1%
5.1	1	< 0.1%
37.4	1	< 0.1%
48.546	1	< 0.1%
52	1	< 0.1%

Value	Count	Frequency (%)
113469390	1	< 0.1%
100273980	2	< 0.1%
90000000	1	< 0.1%
89670510	2	< 0.1%
81802600	1	< 0.1%

totaldebtoverduevalue_178A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	22351
Distinct (%)	4.4%
Missing	5502403
Missing (%)	91.6%
Infinite	0
Infinite (%)	0.0%
Mean	2151.331523

Minimum	0
Maximum	70695176
Zeros	481274
Zeros (%)	8.0%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.4
Maximum	70695176
Range	70695176
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	166483.1712
Coefficient of variation (CV)	77.3861069
Kurtosis	125849.536
Mean	2151.331523
Median Absolute Deviation (MAD)	0
Skewness	321.9188515
Sum	1090271151
Variance	2.771664629 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	481274	8.0%
10	82	< 0.1%
14	58	< 0.1%
2	44	< 0.1%
8	41	< 0.1%
20	40	< 0.1%
1.2	33	< 0.1%
0.4	32	< 0.1%
7000	32	< 0.1%
6	31	< 0.1%
Other values (22341)	25122	0.4%
(Missing)	5502403	91.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	481274	8.0%
0.002	3	< 0.1%
0.004	2	< 0.1%
0.006	1	< 0.1%
0.008	3	< 0.1%

Value	Count	Frequency (%)
70695176	1	< 0.1%
68885540	1	< 0.1%
26681114	1	< 0.1%
24471064	1	< 0.1%
21104634	1	< 0.1%

totaldebtoverduevalue_718A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	454
Distinct (%)	0.1%
Missing	5513211
Missing (%)	91.7%
Infinite	0
Infinite (%)	0.0%
Mean	103.4532525

Minimum	0
Maximum	616558.5
Zeros	495314
Zeros (%)	8.2%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	616558.5
Range	616558.5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4973.151542
Coefficient of variation (CV)	48.07148563
Kurtosis	4862.575398
Mean	103.4532525
Median Absolute Deviation (MAD)	0
Skewness	64.71203358
Sum	51310847.63
Variance	24732236.26
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	495314	8.2%
0.2	26	< 0.1%
0.6	24	< 0.1%
0.4	21	< 0.1%
1.2	13	< 0.1%
4	12	< 0.1%
0.8	12	< 0.1%
1	11	< 0.1%
1.4	9	< 0.1%
1.8000001	9	< 0.1%
Other values (444)	530	< 0.1%
(Missing)	5513211	91.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	495314	8.2%
0.2	26	< 0.1%
0.4	21	< 0.1%
0.6	24	< 0.1%
0.8	12	< 0.1%

Value	Count	Frequency (%)
616558.5	1	< 0.1%
496510	1	< 0.1%
486075	1	< 0.1%
433225	1	< 0.1%
429100	2	< 0.1%

totaloutstanddebtvalue_39A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	422215
Distinct (%)	83.3%
Missing	5502403
Missing (%)	91.6%
Infinite	0
Infinite (%)	0.0%
Mean	208544.3457

Minimum	0
Maximum	147065070
Zeros	62924
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	14612.159
median	62080.25
Q3	180595.22
95-th percentile	824243.02
Maximum	147065070
Range	147065070
Interquartile range (IQR)	165983.061

Descriptive statistics

Standard deviation	812797.6202
Coefficient of variation (CV)	3.897480977
Kurtosis	7156.791203
Mean	208544.3457
Median Absolute Deviation (MAD)	57798.182
Skewness	60.59200692
Sum	1.056879804 × 10¹¹
Variance	6.606399714 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	62924	1.0%
200000	284	< 0.1%
100000	213	< 0.1%
20000	164	< 0.1%
40000	142	< 0.1%
30000	121	< 0.1%
60000	116	< 0.1%
10000	113	< 0.1%
12000	90	< 0.1%
6000	73	< 0.1%
Other values (422205)	442549	7.4%
(Missing)	5502403	91.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	62924	1.0%
0.002	8	< 0.1%
0.004	4	< 0.1%
0.006	1	< 0.1%
0.008	1	< 0.1%

Value	Count	Frequency (%)
147065070	1	< 0.1%
144741020	1	< 0.1%
105720930	1	< 0.1%
91659870	1	< 0.1%
91366536	1	< 0.1%

totaloutstanddebtvalue_668A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	344
Distinct (%)	0.1%
Missing	5513211
Missing (%)	91.7%
Infinite	0
Infinite (%)	0.0%
Mean	18.02715917

Minimum	0
Maximum	443392.3
Zeros	495368
Zeros (%)	8.2%
Negative	0
Negative (%)	0.0%
Memory size	45.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	443392.3
Range	443392.3
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1747.659411
Coefficient of variation (CV)	96.94591337
Kurtosis	31645.68046
Mean	18.02715917
Median Absolute Deviation (MAD)	0
Skewness	163.562063
Sum	8941128.433
Variance	3054313.418
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	495368	8.2%
0.2	43	< 0.1%
0.4	32	< 0.1%
0.6	30	< 0.1%
0.8	14	< 0.1%
1	14	< 0.1%
1.2	14	< 0.1%
4	12	< 0.1%
1.8000001	10	< 0.1%
1.4	9	< 0.1%
Other values (334)	435	< 0.1%
(Missing)	5513211	91.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	495368	8.2%
0.2	43	< 0.1%
0.4	32	< 0.1%
0.6	30	< 0.1%
0.8	14	< 0.1%

Value	Count	Frequency (%)
443392.3	1	< 0.1%
392057.16	1	< 0.1%
390000	2	< 0.1%
300000	1	< 0.1%
274440	1	< 0.1%

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common