Profiling Report: train_credit_bureau_a_1

Dataset statistics

Number of variables	79
Number of observations	3743810
Missing cells	187095066
Missing cells (%)	63.3%
Total size in memory	2.2 GiB
Average record size in memory	632.0 B

Variable types

Numeric	56
Text	23

Alerts

`annualeffectiverate_199L` has 3491316 (93.3%) missing values	Missing
`annualeffectiverate_63L` has 3659040 (97.7%) missing values	Missing
`contractsum_5085717L` has 3730103 (99.6%) missing values	Missing
`credlmt_230A` has 3475352 (92.8%) missing values	Missing
`credlmt_935A` has 3437159 (91.8%) missing values	Missing
`dateofcredend_289D` has 3090430 (82.5%) missing values	Missing
`dateofcredend_353D` has 1670009 (44.6%) missing values	Missing
`dateofcredstart_181D` has 1670007 (44.6%) missing values	Missing
`dateofcredstart_739D` has 3090430 (82.5%) missing values	Missing
`dateofrealrepmt_138D` has 1681312 (44.9%) missing values	Missing
`debtoutstand_525A` has 3418641 (91.3%) missing values	Missing
`debtoverdue_47A` has 3418641 (91.3%) missing values	Missing
`dpdmax_139P` has 3094889 (82.7%) missing values	Missing
`dpdmax_757P` has 1739084 (46.5%) missing values	Missing
`dpdmaxdatemonth_442T` has 1739084 (46.5%) missing values	Missing
`dpdmaxdatemonth_89T` has 3094889 (82.7%) missing values	Missing
`dpdmaxdateyear_596T` has 3094889 (82.7%) missing values	Missing
`dpdmaxdateyear_896T` has 1739084 (46.5%) missing values	Missing
`instlamount_768A` has 3441756 (91.9%) missing values	Missing
`instlamount_852A` has 3562859 (95.2%) missing values	Missing
`interestrate_508L` has 3724410 (99.5%) missing values	Missing
`lastupdate_1112D` has 3090430 (82.5%) missing values	Missing
`lastupdate_388D` has 1670066 (44.6%) missing values	Missing
`monthlyinstlamount_332A` has 3095447 (82.7%) missing values	Missing
`monthlyinstlamount_674A` has 1803574 (48.2%) missing values	Missing
`nominalrate_281L` has 3498044 (93.4%) missing values	Missing
`nominalrate_498L` has 3014103 (80.5%) missing values	Missing
`numberofcontrsvalue_258L` has 3441306 (91.9%) missing values	Missing
`numberofcontrsvalue_358L` has 3436989 (91.8%) missing values	Missing
`numberofinstls_229L` has 1939505 (51.8%) missing values	Missing
`numberofinstls_320L` has 3397203 (90.7%) missing values	Missing
`numberofoutstandinstls_520L` has 1938229 (51.8%) missing values	Missing
`numberofoutstandinstls_59L` has 3397206 (90.7%) missing values	Missing
`numberofoverdueinstlmax_1039L` has 3090430 (82.5%) missing values	Missing
`numberofoverdueinstlmax_1151L` has 1670007 (44.6%) missing values	Missing
`numberofoverdueinstlmaxdat_148D` has 3127695 (83.5%) missing values	Missing
`numberofoverdueinstlmaxdat_641D` has 3577779 (95.6%) missing values	Missing
`numberofoverdueinstls_725L` has 3094950 (82.7%) missing values	Missing
`numberofoverdueinstls_834L` has 1672969 (44.7%) missing values	Missing
`outstandingamount_354A` has 1937585 (51.8%) missing values	Missing
`outstandingamount_362A` has 3397088 (90.7%) missing values	Missing
`overdueamount_31A` has 1672509 (44.7%) missing values	Missing
`overdueamount_659A` has 3094950 (82.7%) missing values	Missing
`overdueamountmax2_14A` has 3090430 (82.5%) missing values	Missing
`overdueamountmax2_398A` has 1670007 (44.6%) missing values	Missing
`overdueamountmax2date_1002D` has 3132886 (83.7%) missing values	Missing
`overdueamountmax2date_1142D` has 3576569 (95.5%) missing values	Missing
`overdueamountmax_155A` has 3090430 (82.5%) missing values	Missing
`overdueamountmax_35A` has 1736366 (46.4%) missing values	Missing
`overdueamountmaxdatemonth_284T` has 1736366 (46.4%) missing values	Missing
`overdueamountmaxdatemonth_365T` has 3090430 (82.5%) missing values	Missing
`overdueamountmaxdateyear_2T` has 3090430 (82.5%) missing values	Missing
`overdueamountmaxdateyear_994T` has 1736366 (46.4%) missing values	Missing
`periodicityofpmts_1102L` has 2157320 (57.6%) missing values	Missing
`periodicityofpmts_837L` has 3409479 (91.1%) missing values	Missing
`prolongationcount_1120L` has 3570206 (95.4%) missing values	Missing
`prolongationcount_599L` has 3732794 (99.7%) missing values	Missing
`refreshdate_3813885D` has 1142858 (30.5%) missing values	Missing
`residualamount_488A` has 3478174 (92.9%) missing values	Missing
`residualamount_856A` has 3441750 (91.9%) missing values	Missing
`totalamount_6A` has 1937086 (51.7%) missing values	Missing
`totalamount_996A` has 3397081 (90.7%) missing values	Missing
`totaldebtoverduevalue_178A` has 3441306 (91.9%) missing values	Missing
`totaldebtoverduevalue_718A` has 3436989 (91.8%) missing values	Missing
`totaloutstanddebtvalue_39A` has 3441306 (91.9%) missing values	Missing
`totaloutstanddebtvalue_668A` has 3436989 (91.8%) missing values	Missing
`credlmt_230A` is highly skewed (γ1 = 195.8570707)	Skewed
`credlmt_935A` is highly skewed (γ1 = 260.4751764)	Skewed
`debtoutstand_525A` is highly skewed (γ1 = 334.9546734)	Skewed
`debtoverdue_47A` is highly skewed (γ1 = 549.9069855)	Skewed
`dpdmax_757P` is highly skewed (γ1 = 132.6164523)	Skewed
`instlamount_852A` is highly skewed (γ1 = 27.90462388)	Skewed
`interestrate_508L` is highly skewed (γ1 = 70.86461209)	Skewed
`monthlyinstlamount_332A` is highly skewed (γ1 = 378.6333081)	Skewed
`monthlyinstlamount_674A` is highly skewed (γ1 = 290.4381206)	Skewed
`nominalrate_281L` is highly skewed (γ1 = 59.76685496)	Skewed
`nominalrate_498L` is highly skewed (γ1 = 44.0910622)	Skewed
`numberofoutstandinstls_520L` is highly skewed (γ1 = 80.78584547)	Skewed
`numberofoverdueinstlmax_1151L` is highly skewed (γ1 = 130.2042876)	Skewed
`numberofoverdueinstls_725L` is highly skewed (γ1 = 21.97189701)	Skewed
`numberofoverdueinstls_834L` is highly skewed (γ1 = 118.3759823)	Skewed
`outstandingamount_354A` is highly skewed (γ1 = 612.635473)	Skewed
`outstandingamount_362A` is highly skewed (γ1 = 198.3670412)	Skewed
`overdueamount_31A` is highly skewed (γ1 = 149.954902)	Skewed
`overdueamount_659A` is highly skewed (γ1 = 559.0095889)	Skewed
`overdueamountmax2_14A` is highly skewed (γ1 = 508.7139687)	Skewed
`overdueamountmax2_398A` is highly skewed (γ1 = 1119.625372)	Skewed
`overdueamountmax_155A` is highly skewed (γ1 = 513.3546382)	Skewed
`overdueamountmax_35A` is highly skewed (γ1 = 1226.615602)	Skewed
`periodicityofpmts_1102L` is highly skewed (γ1 = 43.44900879)	Skewed
`periodicityofpmts_837L` is highly skewed (γ1 = 21.81624579)	Skewed
`prolongationcount_1120L` is highly skewed (γ1 = 31.43390254)	Skewed
`residualamount_488A` is highly skewed (γ1 = 389.3798707)	Skewed
`residualamount_856A` is highly skewed (γ1 = 257.5233858)	Skewed
`totalamount_6A` is highly skewed (γ1 = 346.4477652)	Skewed
`totalamount_996A` is highly skewed (γ1 = 157.6671532)	Skewed
`totaldebtoverduevalue_178A` is highly skewed (γ1 = 530.4208004)	Skewed
`totaldebtoverduevalue_718A` is highly skewed (γ1 = 57.69378788)	Skewed
`totaloutstanddebtvalue_39A` is highly skewed (γ1 = 330.4401467)	Skewed
`totaloutstanddebtvalue_668A` is highly skewed (γ1 = 194.5313543)	Skewed
`credlmt_230A` has 101237 (2.7%) zeros	Zeros
`credlmt_935A` has 84193 (2.2%) zeros	Zeros
`debtoutstand_525A` has 61687 (1.6%) zeros	Zeros
`debtoverdue_47A` has 309064 (8.3%) zeros	Zeros
`dpdmax_139P` has 515645 (13.8%) zeros	Zeros
`dpdmax_757P` has 1426897 (38.1%) zeros	Zeros
`instlamount_768A` has 118911 (3.2%) zeros	Zeros
`instlamount_852A` has 113455 (3.0%) zeros	Zeros
`monthlyinstlamount_332A` has 120608 (3.2%) zeros	Zeros
`monthlyinstlamount_674A` has 921492 (24.6%) zeros	Zeros
`num_group1` has 325127 (8.7%) zeros	Zeros
`numberofinstls_229L` has 357473 (9.5%) zeros	Zeros
`numberofoutstandinstls_520L` has 1802902 (48.2%) zeros	Zeros
`numberofoverdueinstlmax_1039L` has 487349 (13.0%) zeros	Zeros
`numberofoverdueinstlmax_1151L` has 1457688 (38.9%) zeros	Zeros
`numberofoverdueinstls_725L` has 629471 (16.8%) zeros	Zeros
`numberofoverdueinstls_834L` has 2069531 (55.3%) zeros	Zeros
`outstandingamount_354A` has 1805775 (48.2%) zeros	Zeros
`overdueamount_31A` has 2070863 (55.3%) zeros	Zeros
`overdueamount_659A` has 629471 (16.8%) zeros	Zeros
`overdueamountmax2_14A` has 486139 (13.0%) zeros	Zeros
`overdueamountmax2_398A` has 1462879 (39.1%) zeros	Zeros
`overdueamountmax_155A` has 517145 (13.8%) zeros	Zeros
`overdueamountmax_35A` has 1423079 (38.0%) zeros	Zeros
`prolongationcount_1120L` has 131043 (3.5%) zeros	Zeros
`residualamount_488A` has 265632 (7.1%) zeros	Zeros
`residualamount_856A` has 116565 (3.1%) zeros	Zeros
`totaldebtoverduevalue_178A` has 286308 (7.6%) zeros	Zeros
`totaldebtoverduevalue_718A` has 306384 (8.2%) zeros	Zeros
`totaloutstanddebtvalue_668A` has 306406 (8.2%) zeros	Zeros

Reproduction

Analysis started	2024-02-13 19:40:59.751974
Analysis finished	2024-02-13 19:41:44.111079
Duration	44.36 seconds
Software version	ydata-profiling vv4.6.4
Download configuration	config.json

case_id
Real number (ℝ)

Distinct	325127
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1416355.353

Minimum	40626
Maximum	2683578
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	40626
5-th percentile	192734
Q1	934632
median	1732049.5
Q3	1811401
95-th percentile	2667420.55
Maximum	2683578
Range	2642952
Interquartile range (IQR)	876769

Descriptive statistics

Standard deviation	735924.186
Coefficient of variation (CV)	0.5195900763
Kurtosis	-0.6698645074
Mean	1416355.353
Median Absolute Deviation (MAD)	118495.5
Skewness	-0.3393176731
Sum	5.302565335 × 10¹²
Variance	5.415844075 × 10¹¹
Monotonicity	Increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
214097	529	< 0.1%
941237	361	< 0.1%
1782211	307	< 0.1%
973076	295	< 0.1%
188150	275	< 0.1%
220977	249	< 0.1%
1805200	210	< 0.1%
1716754	205	< 0.1%
2672738	182	< 0.1%
1856049	179	< 0.1%
Other values (325117)	3741018	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
40626	11	< 0.1%
40704	9	< 0.1%
40737	9	< 0.1%
40766	9	< 0.1%
40791	9	< 0.1%

Value	Count	Frequency (%)
2683578	9	< 0.1%
2683577	9	< 0.1%
2683576	9	< 0.1%
2683575	9	< 0.1%
2683574	21	< 0.1%

annualeffectiverate_199L
Real number (ℝ)

MISSING

Distinct	5615
Distinct (%)	2.2%
Missing	3491316
Missing (%)	93.3%
Infinite	0
Infinite (%)	0.0%
Mean	1247.380637

Minimum	0
Maximum	91250
Zeros	8939
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0.12
Q1	9.13
median	38.3
Q3	96.3
95-th percentile	730
Maximum	91250
Range	91250
Interquartile range (IQR)	87.17

Descriptive statistics

Standard deviation	8131.473525
Coefficient of variation (CV)	6.518838986
Kurtosis	63.03502926
Mean	1247.380637
Median Absolute Deviation (MAD)	36.47
Skewness	7.861311114
Sum	314956126.5
Variance	66120861.69
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
96.3	36324	1.0%
0.12	16898	0.5%
38.3	10142	0.3%
730	9232	0.2%
0	8939	0.2%
98.55	8712	0.2%
365	7215	0.2%
0.69	5853	0.2%
438	4941	0.1%
7.3	4791	0.1%
Other values (5605)	139447	3.7%
(Missing)	3491316	93.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8939	0.2%
0.01	6	< 0.1%
0.08	12	< 0.1%
0.09	354	< 0.1%
0.1	386	< 0.1%

Value	Count	Frequency (%)
91250	115	< 0.1%
87600	9	< 0.1%
73000	1167	< 0.1%
69350	1213	< 0.1%
69338.23	1	< 0.1%

annualeffectiverate_63L
Real number (ℝ)

MISSING

Distinct	4588
Distinct (%)	5.4%
Missing	3659040
Missing (%)	97.7%
Infinite	0
Infinite (%)	0.0%
Mean	280.7132563

Minimum	0
Maximum	91250
Zeros	2109
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0.11
Q1	5.11
median	23.38
Q3	41.29
95-th percentile	55.43
Maximum	91250
Range	91250
Interquartile range (IQR)	36.18

Descriptive statistics

Standard deviation	3531.525747
Coefficient of variation (CV)	12.58054498
Kurtosis	323.6822344
Mean	280.7132563
Median Absolute Deviation (MAD)	18.2
Skewness	17.39487578
Sum	23796062.74
Variance	12471674.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.12	9995	0.3%
0.11	2279	0.1%
0	2109	0.1%
96.3	2053	0.1%
5.11	1313	< 0.1%
0.3	935	< 0.1%
26.8	926	< 0.1%
48.18	801	< 0.1%
26.28	745	< 0.1%
48.02	714	< 0.1%
Other values (4578)	62900	1.7%
(Missing)	3659040	97.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2109	0.1%
0.01	2	< 0.1%
0.05	13	< 0.1%
0.08	2	< 0.1%
0.09	18	< 0.1%

Value	Count	Frequency (%)
91250	3	< 0.1%
73000	70	< 0.1%
69350	60	< 0.1%
62415	7	< 0.1%
59140.9	26	< 0.1%

classificationofcontr_13M
Text

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.6 MiB

Length

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

Characters and Unicode

Total characters	29950480
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	ea6782cc
4th row	a55475b1
5th row	a55475b1

Value	Count	Frequency (%)
a55475b1	3091094	82.6%
ea6782cc	559955	15.0%
01f63ac8	61438	1.6%
00135d9c	20817	0.6%
4408ff0f	9445	0.3%
be7b251d	545	< 0.1%
1cf4e481	301	< 0.1%
2c070815	136	< 0.1%
4a5a01e3	55	< 0.1%
87bdbcba	23	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
5	9294836	31.0%
a	3712621	12.4%
7	3651753	12.2%
1	3174687	10.6%
4	3110641	10.4%
b	3092253	10.3%
c	1202625	4.0%
8	631300	2.1%
6	621393	2.1%
e	560856	1.9%
Other values (6)	897515	3.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21270665	71.0%
Lowercase Letter	8679815	29.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	9294836	43.7%
7	3651753	17.2%
1	3174687	14.9%
4	3110641	14.6%
8	631300	3.0%
6	621393	2.9%
2	560637	2.6%
0	122290	0.6%
3	82310	0.4%
9	20818	0.1%

Lowercase Letter

Value	Count	Frequency (%)
a	3712621	42.8%
b	3092253	35.6%
c	1202625	13.9%
e	560856	6.5%
f	90074	1.0%
d	21386	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	21270665	71.0%
Latin	8679815	29.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	9294836	43.7%
7	3651753	17.2%
1	3174687	14.9%
4	3110641	14.6%
8	631300	3.0%
6	621393	2.9%
2	560637	2.6%
0	122290	0.6%
3	82310	0.4%
9	20818	0.1%

Latin

Value	Count	Frequency (%)
a	3712621	42.8%
b	3092253	35.6%
c	1202625	13.9%
e	560856	6.5%
f	90074	1.0%
d	21386	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	29950480	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	9294836	31.0%
a	3712621	12.4%
7	3651753	12.2%
1	3174687	10.6%
4	3110641	10.4%
b	3092253	10.3%
c	1202625	4.0%
8	631300	2.1%
6	621393	2.1%
e	560856	1.9%
Other values (6)	897515	3.0%

classificationofcontr_400M
Text

Distinct	322
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.6 MiB

Length

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

Characters and Unicode

Total characters	29950480
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	51 ?
Unique (%)	< 0.1%

Sample

1st row	ea6782cc
2nd row	01f63ac8
3rd row	01f63ac8
4th row	01f63ac8
5th row	01f63ac8

Value	Count	Frequency (%)
a55475b1	1673324	44.7%
ea6782cc	1241959	33.2%
01f63ac8	334895	8.9%
00135d9c	135134	3.6%
42a42e75	50119	1.3%
9158339f	30715	0.8%
4408ff0f	28253	0.8%
130920c8	25779	0.7%
f0a30139	19608	0.5%
e2453741	18581	0.5%
Other values (312)	185443	5.0%

Most occurring characters

Value	Count	Frequency (%)
5	5348203	17.9%
a	3386273	11.3%
7	3079909	10.3%
c	3043578	10.2%
1	2301304	7.7%
4	1959731	6.5%
8	1765413	5.9%
b	1757364	5.9%
6	1726104	5.8%
2	1536580	5.1%
Other values (6)	4046021	13.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	19581696	65.4%
Lowercase Letter	10368784	34.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	5348203	27.3%
7	3079909	15.7%
1	2301304	11.8%
4	1959731	10.0%
8	1765413	9.0%
6	1726104	8.8%
2	1536580	7.8%
0	799227	4.1%
3	716097	3.7%
9	349128	1.8%

Lowercase Letter

Value	Count	Frequency (%)
a	3386273	32.7%
c	3043578	29.4%
b	1757364	16.9%
e	1445676	13.9%
f	497840	4.8%
d	238053	2.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	19581696	65.4%
Latin	10368784	34.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	5348203	27.3%
7	3079909	15.7%
1	2301304	11.8%
4	1959731	10.0%
8	1765413	9.0%
6	1726104	8.8%
2	1536580	7.8%
0	799227	4.1%
3	716097	3.7%
9	349128	1.8%

Latin

Value	Count	Frequency (%)
a	3386273	32.7%
c	3043578	29.4%
b	1757364	16.9%
e	1445676	13.9%
f	497840	4.8%
d	238053	2.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	29950480	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	5348203	17.9%
a	3386273	11.3%
7	3079909	10.3%
c	3043578	10.2%
1	2301304	7.7%
4	1959731	6.5%
8	1765413	5.9%
b	1757364	5.9%
6	1726104	5.8%
2	1536580	5.1%
Other values (6)	4046021	13.5%

contractst_545M
Text

Distinct	38
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.6 MiB

Length

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

Characters and Unicode

Total characters	29950480
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	5 ?
Unique (%)	< 0.1%

Sample

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

Value	Count	Frequency (%)
a55475b1	3092437	82.6%
7241344e	629008	16.8%
8f3a197f	6641	0.2%
0dc85f9d	4824	0.1%
dd67cff0	2475	0.1%
a52d5641	2157	0.1%
b919198c	1440	< 0.1%
885ce291	980	< 0.1%
82a92878	876	< 0.1%
7640edc3	593	< 0.1%
Other values (28)	2379	0.1%

Most occurring characters

Value	Count	Frequency (%)
5	9288068	31.0%
4	4983321	16.6%
1	3735386	12.5%
7	3733697	12.5%
a	3102252	10.4%
b	3094298	10.3%
3	638739	2.1%
2	635862	2.1%
e	632575	2.1%
f	23574	0.1%
Other values (6)	82708	0.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	23068395	77.0%
Lowercase Letter	6882085	23.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	9288068	40.3%
4	4983321	21.6%
1	3735386	16.2%
7	3733697	16.2%
3	638739	2.8%
2	635862	2.8%
9	20571	0.1%
8	18324	0.1%
0	8475	< 0.1%
6	5952	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
a	3102252	45.1%
b	3094298	45.0%
e	632575	9.2%
f	23574	0.3%
d	18887	0.3%
c	10499	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	23068395	77.0%
Latin	6882085	23.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	9288068	40.3%
4	4983321	21.6%
1	3735386	16.2%
7	3733697	16.2%
3	638739	2.8%
2	635862	2.8%
9	20571	0.1%
8	18324	0.1%
0	8475	< 0.1%
6	5952	< 0.1%

Latin

Value	Count	Frequency (%)
a	3102252	45.1%
b	3094298	45.0%
e	632575	9.2%
f	23574	0.3%
d	18887	0.3%
c	10499	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	29950480	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	9288068	31.0%
4	4983321	16.6%
1	3735386	12.5%
7	3733697	12.5%
a	3102252	10.4%
b	3094298	10.3%
3	638739	2.1%
2	635862	2.1%
e	632575	2.1%
f	23574	0.1%
Other values (6)	82708	0.3%

contractst_964M
Text

Distinct	236
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.6 MiB

Length

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

Characters and Unicode

Total characters	29950480
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	7241344e
2nd row	7241344e
3rd row	7241344e
4th row	7241344e
5th row	7241344e

Value	Count	Frequency (%)
7241344e	1946842	52.0%
a55475b1	1671067	44.6%
8f3a197f	31166	0.8%
a3386307	16662	0.4%
8260bab9	12787	0.3%
d7416962	11717	0.3%
b83056f9	6306	0.2%
4476359f	5399	0.1%
3dc5f434	4431	0.1%
41694615	4033	0.1%
Other values (226)	33400	0.9%

Most occurring characters

Value	Count	Frequency (%)
4	7560295	25.2%
5	5049786	16.9%
7	3702495	12.4%
1	3686930	12.3%
3	2058801	6.9%
2	1983088	6.6%
e	1957427	6.5%
a	1743406	5.8%
b	1722976	5.8%
f	96287	0.3%
Other values (6)	388989	1.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	24372843	81.4%
Lowercase Letter	5577637	18.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	7560295	31.0%
5	5049786	20.7%
7	3702495	15.2%
1	3686930	15.1%
3	2058801	8.4%
2	1983088	8.1%
8	95936	0.4%
6	94978	0.4%
9	92412	0.4%
0	48122	0.2%

Lowercase Letter

Value	Count	Frequency (%)
e	1957427	35.1%
a	1743406	31.3%
b	1722976	30.9%
f	96287	1.7%
d	32347	0.6%
c	25194	0.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	24372843	81.4%
Latin	5577637	18.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	7560295	31.0%
5	5049786	20.7%
7	3702495	15.2%
1	3686930	15.1%
3	2058801	8.4%
2	1983088	8.1%
8	95936	0.4%
6	94978	0.4%
9	92412	0.4%
0	48122	0.2%

Latin

Value	Count	Frequency (%)
e	1957427	35.1%
a	1743406	31.3%
b	1722976	30.9%
f	96287	1.7%
d	32347	0.6%
c	25194	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	29950480	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	7560295	25.2%
5	5049786	16.9%
7	3702495	12.4%
1	3686930	12.3%
3	2058801	6.9%
2	1983088	6.6%
e	1957427	6.5%
a	1743406	5.8%
b	1722976	5.8%
f	96287	0.3%
Other values (6)	388989	1.3%

contractsum_5085717L
Real number (ℝ)

MISSING

Distinct	10545
Distinct (%)	76.9%
Missing	3730103
Missing (%)	99.6%
Infinite	0
Infinite (%)	0.0%
Mean	314291.4646

Minimum	0
Maximum	8148887.53
Zeros	2979
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	12553.755
median	91659
Q3	330109.285
95-th percentile	1337451.443
Maximum	8148887.53
Range	8148887.53
Interquartile range (IQR)	317555.53

Descriptive statistics

Standard deviation	625214.1813
Coefficient of variation (CV)	1.989281453
Kurtosis	28.57858411
Mean	314291.4646
Median Absolute Deviation (MAD)	91659
Skewness	4.556292735
Sum	4307993106
Variance	3.908927725 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2979	0.1%
32500	8	< 0.1%
50000	7	< 0.1%
972801.3	5	< 0.1%
73258	4	< 0.1%
100000	4	< 0.1%
1000000	4	< 0.1%
150000	4	< 0.1%
1	4	< 0.1%
99990	3	< 0.1%
Other values (10535)	10685	0.3%
(Missing)	3730103	99.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2979	0.1%
0.01	1	< 0.1%
1	4	< 0.1%
3.9	1	< 0.1%
4.01	1	< 0.1%

Value	Count	Frequency (%)
8148887.53	1	< 0.1%
6845029.99	1	< 0.1%
6815609.74	1	< 0.1%
6718318.89	1	< 0.1%
6668858.16	1	< 0.1%

credlmt_230A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	19942
Distinct (%)	7.4%
Missing	3475352
Missing (%)	92.8%
Infinite	0
Infinite (%)	0.0%
Mean	38649.0104

Minimum	0
Maximum	244000000
Zeros	101237
Zeros (%)	2.7%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	11998
Q3	39200
95-th percentile	100000
Maximum	244000000
Range	244000000
Interquartile range (IQR)	39200

Descriptive statistics

Standard deviation	934300.0749
Coefficient of variation (CV)	24.17397148
Kurtosis	44482.10312
Mean	38649.0104
Median Absolute Deviation (MAD)	11998
Skewness	195.8570707
Sum	1.037563603 × 10¹⁰
Variance	8.729166299 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	101237	2.7%
10000	18117	0.5%
20000	15101	0.4%
30000	7128	0.2%
40000	4745	0.1%
60000	3650	0.1%
58000	2684	0.1%
50000	2680	0.1%
100000	2654	0.1%
4000	2577	0.1%
Other values (19932)	107885	2.9%
(Missing)	3475352	92.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	101237	2.7%
0.082	1	< 0.1%
0.2	230	< 0.1%
0.23599999	1	< 0.1%
0.458	1	< 0.1%

Value	Count	Frequency (%)
244000000	1	< 0.1%
237093760	1	< 0.1%
203156590	1	< 0.1%
140000000	1	< 0.1%
96843400	1	< 0.1%

credlmt_935A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	51392
Distinct (%)	16.8%
Missing	3437159
Missing (%)	91.8%
Infinite	0
Infinite (%)	0.0%
Mean	154178.5816

Minimum	0
Maximum	2860000000
Zeros	84193
Zeros (%)	2.2%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	20000
Q3	80000
95-th percentile	290000
Maximum	2860000000
Range	2860000000
Interquartile range (IQR)	80000

Descriptive statistics

Standard deviation	7097211.156
Coefficient of variation (CV)	46.03240658
Kurtosis	91740.52274
Mean	154178.5816
Median Absolute Deviation (MAD)	20000
Skewness	260.4751764
Sum	4.727901624 × 10¹⁰
Variance	5.03704062 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	84193	2.2%
10000	29549	0.8%
20000	24042	0.6%
30000	13937	0.4%
200000	6278	0.2%
100000	5200	0.1%
40000	3421	0.1%
60000	1984	0.1%
80000	1762	< 0.1%
120000	1611	< 0.1%
Other values (51382)	134674	3.6%
(Missing)	3437159	91.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	84193	2.2%
0.2	13	< 0.1%
0.8	1	< 0.1%
9.8	1	< 0.1%
10.6	1	< 0.1%

Value	Count	Frequency (%)
2860000000	1	< 0.1%
1040000000	1	< 0.1%
1023387600	1	< 0.1%
940000060	2	< 0.1%
718600000	1	< 0.1%

dateofcredend_289D
Text

MISSING

Distinct	7922
Distinct (%)	1.2%
Missing	3090430
Missing (%)	82.5%
Memory size	28.6 MiB

Length

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

Characters and Unicode

Total characters	6533800
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	2134 ?
Unique (%)	0.3%

Sample

1st row	2022-03-31
2nd row	2021-03-24
3rd row	2021-03-24
4th row	2021-05-14
5th row	2020-10-18

Value	Count	Frequency (%)
2024-07-14	2426	0.4%
2021-05-14	2408	0.4%
2021-10-14	2331	0.4%
2021-11-14	2231	0.3%
2022-03-14	1807	0.3%
2021-03-14	1707	0.3%
2024-09-14	1692	0.3%
2021-09-14	1581	0.2%
2022-01-14	1570	0.2%
2021-02-14	1364	0.2%
Other values (7912)	634263	97.1%

Most occurring characters

Value	Count	Frequency (%)
2	1740494	26.6%
0	1685760	25.8%
-	1306760	20.0%
1	839614	12.9%
3	175239	2.7%
4	168007	2.6%
9	130903	2.0%
8	126043	1.9%
5	125186	1.9%
7	120649	1.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5227040	80.0%
Dash Punctuation	1306760	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	1740494	33.3%
0	1685760	32.3%
1	839614	16.1%
3	175239	3.4%
4	168007	3.2%
9	130903	2.5%
8	126043	2.4%
5	125186	2.4%
7	120649	2.3%
6	115145	2.2%

Dash Punctuation

Value	Count	Frequency (%)
-	1306760	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6533800	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	1740494	26.6%
0	1685760	25.8%
-	1306760	20.0%
1	839614	12.9%
3	175239	2.7%
4	168007	2.6%
9	130903	2.0%
8	126043	1.9%
5	125186	1.9%
7	120649	1.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6533800	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	1740494	26.6%
0	1685760	25.8%
-	1306760	20.0%
1	839614	12.9%
3	175239	2.7%
4	168007	2.6%
9	130903	2.0%
8	126043	1.9%
5	125186	1.9%
7	120649	1.8%

dateofcredend_353D
Text

MISSING

Distinct	9683
Distinct (%)	0.5%
Missing	1670009
Missing (%)	44.6%
Memory size	28.6 MiB

Length

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

Characters and Unicode

Total characters	20738010
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	1020 ?
Unique (%)	< 0.1%

Sample

1st row	2019-09-14
2nd row	2019-10-04
3rd row	2019-10-31
4th row	2019-12-06
5th row	2019-12-05

Value	Count	Frequency (%)
2019-09-17	10691	0.5%
2019-09-16	3348	0.2%
2019-11-15	2218	0.1%
2019-12-09	2009	0.1%
2019-07-15	1974	0.1%
2019-06-14	1905	0.1%
2019-07-29	1897	0.1%
2019-11-08	1746	0.1%
2019-09-19	1733	0.1%
2019-12-17	1724	0.1%
Other values (9673)	2044556	98.6%

Most occurring characters

Value	Count	Frequency (%)
0	5044101	24.3%
-	4147602	20.0%
2	3591790	17.3%
1	3499230	16.9%
9	952355	4.6%
8	743155	3.6%
7	629225	3.0%
5	544874	2.6%
3	539345	2.6%
6	533737	2.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	16590408	80.0%
Dash Punctuation	4147602	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	5044101	30.4%
2	3591790	21.6%
1	3499230	21.1%
9	952355	5.7%
8	743155	4.5%
7	629225	3.8%
5	544874	3.3%
3	539345	3.3%
6	533737	3.2%
4	512596	3.1%

Dash Punctuation

Value	Count	Frequency (%)
-	4147602	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	20738010	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	5044101	24.3%
-	4147602	20.0%
2	3591790	17.3%
1	3499230	16.9%
9	952355	4.6%
8	743155	3.6%
7	629225	3.0%
5	544874	2.6%
3	539345	2.6%
6	533737	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20738010	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	5044101	24.3%
-	4147602	20.0%
2	3591790	17.3%
1	3499230	16.9%
9	952355	4.6%
8	743155	3.6%
7	629225	3.0%
5	544874	2.6%
3	539345	2.6%
6	533737	2.6%

dateofcredstart_181D
Text

MISSING

Distinct	6312
Distinct (%)	0.3%
Missing	1670007
Missing (%)	44.6%
Memory size	28.6 MiB

Length

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

Characters and Unicode

Total characters	20738030
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	188 ?
Unique (%)	< 0.1%

Sample

1st row	2017-09-14
2nd row	2019-09-04
3rd row	2019-10-01
4th row	2019-11-06
5th row	2019-11-04

Value	Count	Frequency (%)
2018-12-07	1498	0.1%
2018-01-12	1433	0.1%
2019-01-02	1389	0.1%
2018-01-03	1358	0.1%
2018-01-13	1349	0.1%
2018-04-09	1331	0.1%
2018-01-05	1326	0.1%
2018-01-08	1310	0.1%
2018-07-02	1301	0.1%
2018-05-28	1268	0.1%
Other values (6302)	2060240	99.3%

Most occurring characters

Value	Count	Frequency (%)
0	5067217	24.4%
-	4147606	20.0%
1	3588153	17.3%
2	3431741	16.5%
8	795157	3.8%
7	751518	3.6%
9	658468	3.2%
6	624045	3.0%
3	620727	3.0%
5	533188	2.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	16590424	80.0%
Dash Punctuation	4147606	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	5067217	30.5%
1	3588153	21.6%
2	3431741	20.7%
8	795157	4.8%
7	751518	4.5%
9	658468	4.0%
6	624045	3.8%
3	620727	3.7%
5	533188	3.2%
4	520210	3.1%

Dash Punctuation

Value	Count	Frequency (%)
-	4147606	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	20738030	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	5067217	24.4%
-	4147606	20.0%
1	3588153	17.3%
2	3431741	16.5%
8	795157	3.8%
7	751518	3.6%
9	658468	3.2%
6	624045	3.0%
3	620727	3.0%
5	533188	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20738030	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	5067217	24.4%
-	4147606	20.0%
1	3588153	17.3%
2	3431741	16.5%
8	795157	3.8%
7	751518	3.6%
9	658468	3.2%
6	624045	3.0%
3	620727	3.0%
5	533188	2.6%

dateofcredstart_739D
Text

MISSING

Distinct	4747
Distinct (%)	0.7%
Missing	3090430
Missing (%)	82.5%
Memory size	28.6 MiB

Length

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

Characters and Unicode

Total characters	6533800
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	425 ?
Unique (%)	0.1%

Sample

1st row	2018-10-31
2nd row	2019-03-24
3rd row	2019-03-24
4th row	2013-05-14
5th row	2018-10-18

Value	Count	Frequency (%)
2019-11-29	1747	0.3%
2019-12-13	1690	0.3%
2019-12-01	1597	0.2%
2019-06-28	1594	0.2%
2019-08-30	1567	0.2%
2019-09-27	1556	0.2%
2019-11-30	1551	0.2%
2019-12-02	1474	0.2%
2019-12-27	1455	0.2%
2019-10-11	1445	0.2%
Other values (4737)	637704	97.6%

Most occurring characters

Value	Count	Frequency (%)
0	1493161	22.9%
-	1306760	20.0%
1	1211445	18.5%
2	1107788	17.0%
9	446327	6.8%
8	237305	3.6%
7	177189	2.7%
3	165310	2.5%
6	136990	2.1%
5	127417	2.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5227040	80.0%
Dash Punctuation	1306760	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1493161	28.6%
1	1211445	23.2%
2	1107788	21.2%
9	446327	8.5%
8	237305	4.5%
7	177189	3.4%
3	165310	3.2%
6	136990	2.6%
5	127417	2.4%
4	124108	2.4%

Dash Punctuation

Value	Count	Frequency (%)
-	1306760	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6533800	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1493161	22.9%
-	1306760	20.0%
1	1211445	18.5%
2	1107788	17.0%
9	446327	6.8%
8	237305	3.6%
7	177189	2.7%
3	165310	2.5%
6	136990	2.1%
5	127417	2.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6533800	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1493161	22.9%
-	1306760	20.0%
1	1211445	18.5%
2	1107788	17.0%
9	446327	6.8%
8	237305	3.6%
7	177189	2.7%
3	165310	2.5%
6	136990	2.1%
5	127417	2.0%

dateofrealrepmt_138D
Text

MISSING

Distinct	5928
Distinct (%)	0.3%
Missing	1681312
Missing (%)	44.9%
Memory size	28.6 MiB

Length

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

Characters and Unicode

Total characters	20624980
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	256 ?
Unique (%)	< 0.1%

Sample

1st row	2018-12-19
2nd row	2019-10-01
3rd row	2019-10-30
4th row	2019-12-06
5th row	2019-12-04

Value	Count	Frequency (%)
2018-08-10	17590	0.9%
2011-08-12	11973	0.6%
2019-09-17	11205	0.5%
2015-06-29	4783	0.2%
2019-09-16	4685	0.2%
2019-09-11	4217	0.2%
2008-12-12	4073	0.2%
2015-02-23	3894	0.2%
2012-11-15	3592	0.2%
2019-09-12	2555	0.1%
Other values (5918)	1993931	96.7%

Most occurring characters

Value	Count	Frequency (%)
0	4918055	23.8%
-	4124996	20.0%
1	3595494	17.4%
2	3504183	17.0%
9	941881	4.6%
8	802801	3.9%
7	660880	3.2%
6	548912	2.7%
3	546956	2.7%
5	499864	2.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	16499984	80.0%
Dash Punctuation	4124996	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4918055	29.8%
1	3595494	21.8%
2	3504183	21.2%
9	941881	5.7%
8	802801	4.9%
7	660880	4.0%
6	548912	3.3%
3	546956	3.3%
5	499864	3.0%
4	480958	2.9%

Dash Punctuation

Value	Count	Frequency (%)
-	4124996	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	20624980	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4918055	23.8%
-	4124996	20.0%
1	3595494	17.4%
2	3504183	17.0%
9	941881	4.6%
8	802801	3.9%
7	660880	3.2%
6	548912	2.7%
3	546956	2.7%
5	499864	2.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20624980	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4918055	23.8%
-	4124996	20.0%
1	3595494	17.4%
2	3504183	17.0%
9	941881	4.6%
8	802801	3.9%
7	660880	3.2%
6	548912	2.7%
3	546956	2.7%
5	499864	2.4%

debtoutstand_525A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	254680
Distinct (%)	78.3%
Missing	3418641
Missing (%)	91.3%
Infinite	0
Infinite (%)	0.0%
Mean	223701.2966

Minimum	0
Maximum	948112900
Zeros	61687
Zeros (%)	1.6%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	9454.906
median	61882.07
Q3	191902.67
95-th percentile	878824.48
Maximum	948112900
Range	948112900
Interquartile range (IQR)	182447.764

Descriptive statistics

Standard deviation	2088065.945
Coefficient of variation (CV)	9.334170058
Kurtosis	139766.2167
Mean	223701.2966
Median Absolute Deviation (MAD)	61882.07
Skewness	334.9546734
Sum	7.274072691 × 10¹⁰
Variance	4.360019389 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	61687	1.6%
200000	118	< 0.1%
100000	78	< 0.1%
40000	67	< 0.1%
20000	65	< 0.1%
10000	58	< 0.1%
30000	55	< 0.1%
60000	50	< 0.1%
12000	47	< 0.1%
11998	36	< 0.1%
Other values (254670)	262908	7.0%
(Missing)	3418641	91.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	61687	1.6%
0.002	1	< 0.1%
0.14600001	1	< 0.1%
0.2	2	< 0.1%
0.224	1	< 0.1%

Value	Count	Frequency (%)
948112900	1	< 0.1%
468484580	1	< 0.1%
273658500	1	< 0.1%
228040830	1	< 0.1%
84338510	1	< 0.1%

debtoverdue_47A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	14120
Distinct (%)	4.3%
Missing	3418641
Missing (%)	91.3%
Infinite	0
Infinite (%)	0.0%
Mean	3546.802795

Minimum	0
Maximum	428557340
Zeros	309064
Zeros (%)	8.3%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	428557340
Range	428557340
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	761016.0019
Coefficient of variation (CV)	214.5639456
Kurtosis	309296.8927
Mean	3546.802795
Median Absolute Deviation (MAD)	0
Skewness	549.9069855
Sum	1153310318
Variance	5.791453551 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	309064	8.3%
10	51	< 0.1%
14	43	< 0.1%
99.8	32	< 0.1%
6000	29	< 0.1%
1	26	< 0.1%
0.2	25	< 0.1%
4228	25	< 0.1%
2.4	20	< 0.1%
2	19	< 0.1%
Other values (14110)	15835	0.4%
(Missing)	3418641	91.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	309064	8.3%
0.002	2	< 0.1%
0.004	1	< 0.1%
0.006	3	< 0.1%
0.008	4	< 0.1%

Value	Count	Frequency (%)
428557340	1	< 0.1%
32670790	1	< 0.1%
26681114	1	< 0.1%
23983900	1	< 0.1%
23045082	1	< 0.1%

description_351M
Text

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.6 MiB

Length

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

Characters and Unicode

Total characters	29950480
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	3730428	99.6%
6da7c7ed	3076	0.1%
95decc86	2294	0.1%
f8e51f8d	1482	< 0.1%
1d89fa48	1431	< 0.1%
53179c19	1383	< 0.1%
0349102c	1237	< 0.1%
18e98e64	1232	< 0.1%
8a7423d5	554	< 0.1%
0cb4d552	491	< 0.1%
Other values (2)	202	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
5	11198181	37.4%
1	3738580	12.5%
7	3738517	12.5%
a	3735491	12.5%
4	3735373	12.5%
b	3731319	12.5%
d	12404	< 0.1%
8	11338	< 0.1%
c	10777	< 0.1%
e	9316	< 0.1%
Other values (6)	29184	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	22446176	74.9%
Lowercase Letter	7504304	25.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	11198181	49.9%
1	3738580	16.7%
7	3738517	16.7%
4	3735373	16.6%
8	11338	0.1%
9	8960	< 0.1%
6	6604	< 0.1%
3	3176	< 0.1%
0	3165	< 0.1%
2	2282	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
a	3735491	49.8%
b	3731319	49.7%
d	12404	0.2%
c	10777	0.1%
e	9316	0.1%
f	4997	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	22446176	74.9%
Latin	7504304	25.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	11198181	49.9%
1	3738580	16.7%
7	3738517	16.7%
4	3735373	16.6%
8	11338	0.1%
9	8960	< 0.1%
6	6604	< 0.1%
3	3176	< 0.1%
0	3165	< 0.1%
2	2282	< 0.1%

Latin

Value	Count	Frequency (%)
a	3735491	49.8%
b	3731319	49.7%
d	12404	0.2%
c	10777	0.1%
e	9316	0.1%
f	4997	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	29950480	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	11198181	37.4%
1	3738580	12.5%
7	3738517	12.5%
a	3735491	12.5%
4	3735373	12.5%
b	3731319	12.5%
d	12404	< 0.1%
8	11338	< 0.1%
c	10777	< 0.1%
e	9316	< 0.1%
Other values (6)	29184	0.1%

dpdmax_139P
Real number (ℝ)

MISSING ZEROS

Distinct	2311
Distinct (%)	0.4%
Missing	3094889
Missing (%)	82.7%
Infinite	0
Infinite (%)	0.0%
Mean	13.62948649

Minimum	0
Maximum	4565
Zeros	515645
Zeros (%)	13.8%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	22
Maximum	4565
Range	4565
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	134.5387483
Coefficient of variation (CV)	9.871153139
Kurtosis	398.6913018
Mean	13.62948649
Median Absolute Deviation (MAD)	0
Skewness	18.01247547
Sum	8844460
Variance	18100.6748
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	515645	13.8%
1	28701	0.8%
2	10305	0.3%
3	8568	0.2%
4	7243	0.2%
5	4433	0.1%
7	4300	0.1%
6	3651	0.1%
8	3369	0.1%
9	3244	0.1%
Other values (2301)	59462	1.6%
(Missing)	3094889	82.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	515645	13.8%
1	28701	0.8%
2	10305	0.3%
3	8568	0.2%
4	7243	0.2%

Value	Count	Frequency (%)
4565	1	< 0.1%
4552	1	< 0.1%
4537	1	< 0.1%
4534	1	< 0.1%
4521	1	< 0.1%

dpdmax_757P
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	3850
Distinct (%)	0.2%
Missing	1739084
Missing (%)	46.5%
Infinite	0
Infinite (%)	0.0%
Mean	47.1222157

Minimum	-30
Maximum	117000
Zeros	1426897
Zeros (%)	38.1%
Negative	324
Negative (%)	< 0.1%
Memory size	28.6 MiB

Quantile statistics

Minimum	-30
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	138
Maximum	117000
Range	117030
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	329.2494468
Coefficient of variation (CV)	6.987138484
Kurtosis	37597.17492
Mean	47.1222157
Median Absolute Deviation (MAD)	0
Skewness	132.6164523
Sum	94467131
Variance	108405.1982
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1426897	38.1%
1	99898	2.7%
2	33729	0.9%
3	31944	0.9%
4	25749	0.7%
6	19009	0.5%
5	17080	0.5%
7	16177	0.4%
8	11844	0.3%
9	11590	0.3%
Other values (3840)	310809	8.3%
(Missing)	1739084	46.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-30	1	< 0.1%
-14	1	< 0.1%
-13	1	< 0.1%
-10	1	< 0.1%
-9	1	< 0.1%

Value	Count	Frequency (%)
117000	2	< 0.1%
84575	2	< 0.1%
84574	5	< 0.1%
84573	1	< 0.1%
84560	1	< 0.1%

dpdmaxdatemonth_442T
Real number (ℝ)

MISSING

Distinct	12
Distinct (%)	< 0.1%
Missing	1739084
Missing (%)	46.5%
Infinite	0
Infinite (%)	0.0%
Mean	6.556746907

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.6 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	3.457174453
Coefficient of variation (CV)	0.527269773
Kurtosis	-1.200904614
Mean	6.556746907
Median Absolute Deviation (MAD)	3
Skewness	-0.06418845014
Sum	13144481
Variance	11.9520552
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
8	188229	5.0%
1	183598	4.9%
11	175015	4.7%
7	174525	4.7%
6	171816	4.6%
10	170042	4.5%
9	169584	4.5%
12	160379	4.3%
2	159235	4.3%
3	153450	4.1%
Other values (2)	298853	8.0%
(Missing)	1739084	46.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	183598	4.9%
2	159235	4.3%
3	153450	4.1%
4	146994	3.9%
5	151859	4.1%

Value	Count	Frequency (%)
12	160379	4.3%
11	175015	4.7%
10	170042	4.5%
9	169584	4.5%
8	188229	5.0%

dpdmaxdatemonth_89T
Real number (ℝ)

MISSING

Distinct	12
Distinct (%)	< 0.1%
Missing	3094889
Missing (%)	82.7%
Infinite	0
Infinite (%)	0.0%
Mean	6.237276957

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	6
Q3	10
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	3.672365552
Coefficient of variation (CV)	0.5887770542
Kurtosis	-1.368307807
Mean	6.237276957
Median Absolute Deviation (MAD)	3
Skewness	0.1297861447
Sum	4047500
Variance	13.48626875
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
2	85699	2.3%
12	64213	1.7%
1	60204	1.6%
3	58316	1.6%
4	57219	1.5%
10	53396	1.4%
11	52589	1.4%
7	50120	1.3%
9	46929	1.3%
5	45302	1.2%
Other values (2)	74934	2.0%
(Missing)	3094889	82.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	60204	1.6%
2	85699	2.3%
3	58316	1.6%
4	57219	1.5%
5	45302	1.2%

Value	Count	Frequency (%)
12	64213	1.7%
11	52589	1.4%
10	53396	1.4%
9	46929	1.3%
8	39882	1.1%

dpdmaxdateyear_596T
Real number (ℝ)

MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	3094889
Missing (%)	82.7%
Infinite	0
Infinite (%)	0.0%
Mean	2018.833032

Minimum	2016
Maximum	2020
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	2016
5-th percentile	2018
Q1	2018
median	2019
Q3	2019
95-th percentile	2020
Maximum	2020
Range	4
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.6771289788
Coefficient of variation (CV)	0.0003354061322
Kurtosis	-0.8363418763
Mean	2018.833032
Median Absolute Deviation (MAD)	0
Skewness	0.2153334405
Sum	1310063150
Variance	0.4585036539
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
2019	333428	8.9%
2018	211872	5.7%
2020	103591	2.8%
2017	22	< 0.1%
2016	8	< 0.1%
(Missing)	3094889	82.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2016	8	< 0.1%
2017	22	< 0.1%
2018	211872	5.7%
2019	333428	8.9%
2020	103591	2.8%

Value	Count	Frequency (%)
2020	103591	2.8%
2019	333428	8.9%
2018	211872	5.7%
2017	22	< 0.1%
2016	8	< 0.1%

dpdmaxdateyear_896T
Real number (ℝ)

MISSING

Distinct	19
Distinct (%)	< 0.1%
Missing	1739084
Missing (%)	46.5%
Infinite	0
Infinite (%)	0.0%
Mean	2014.911306

Minimum	2002
Maximum	2020
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	2002
5-th percentile	2007
Q1	2012
median	2016
Q3	2018
95-th percentile	2019
Maximum	2020
Range	18
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.840487649
Coefficient of variation (CV)	0.001906033104
Kurtosis	-0.3681929433
Mean	2014.911306
Median Absolute Deviation (MAD)	2
Skewness	-0.8415837739
Sum	4039345082
Variance	14.74934538
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
2018	362424	9.7%
2019	296676	7.9%
2017	247541	6.6%
2016	168360	4.5%
2015	148507	4.0%
2014	132361	3.5%
2013	115236	3.1%
2012	96690	2.6%
2007	87385	2.3%
2011	86964	2.3%
Other values (9)	262582	7.0%
(Missing)	1739084	46.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2002	1	< 0.1%
2003	3	< 0.1%
2004	600	< 0.1%
2005	11513	0.3%
2006	44197	1.2%

Value	Count	Frequency (%)
2020	30745	0.8%
2019	296676	7.9%
2018	362424	9.7%
2017	247541	6.6%
2016	168360	4.5%

financialinstitution_382M
Text

Distinct	327
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.6 MiB

Length

Max length	12
Median length	8
Mean length	9.073842155
Min length	8

Characters and Unicode

Total characters	33970741
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	34 ?
Unique (%)	< 0.1%

Sample

1st row	P204_66_73
2nd row	9a93e20f
3rd row	9a93e20f
4th row	9a93e20f
5th row	e9bfdb5c

Value	Count	Frequency (%)
a55475b1	1670007	38.1%
home	639404	14.6%
credit	639404	14.6%
p133_127_114	236695	5.4%
b619fa46	219592	5.0%
p150_136_157	186865	4.3%
p40_52_135	99086	2.3%
9a93e20f	92237	2.1%
d6a7d943	84901	1.9%
p40_25_35	48177	1.1%
Other values (318)	466846	10.7%

Most occurring characters

Value	Count	Frequency (%)
5	6022987	17.7%
1	3684483	10.8%
4	2539185	7.5%
7	2329498	6.9%
a	2272252	6.7%
b	2180640	6.4%
e	1474145	4.3%
_	1290558	3.8%
3	1200837	3.5%
d	1096002	3.2%
Other values (16)	9880154	29.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	19131077	56.3%
Lowercase Letter	10985615	32.3%
Uppercase Letter	1924087	5.7%
Connector Punctuation	1290558	3.8%
Space Separator	639404	1.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	2272252	20.7%
b	2180640	19.8%
e	1474145	13.4%
d	1096002	10.0%
r	639404	5.8%
m	639404	5.8%
i	639404	5.8%
t	639404	5.8%
o	639404	5.8%
f	474109	4.3%

Decimal Number

Value	Count	Frequency (%)
5	6022987	31.5%
1	3684483	19.3%
4	2539185	13.3%
7	2329498	12.2%
3	1200837	6.3%
6	941098	4.9%
2	790954	4.1%
9	740851	3.9%
0	694916	3.6%
8	186268	1.0%

Uppercase Letter

Value	Count	Frequency (%)
P	645279	33.5%
C	639404	33.2%
H	639404	33.2%

Connector Punctuation

Value	Count	Frequency (%)
_	1290558	100.0%

Space Separator

Value	Count	Frequency (%)
	639404	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	21061039	62.0%
Latin	12909702	38.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	2272252	17.6%
b	2180640	16.9%
e	1474145	11.4%
d	1096002	8.5%
P	645279	5.0%
C	639404	5.0%
r	639404	5.0%
m	639404	5.0%
i	639404	5.0%
t	639404	5.0%
Other values (4)	2044364	15.8%

Common

Value	Count	Frequency (%)
5	6022987	28.6%
1	3684483	17.5%
4	2539185	12.1%
7	2329498	11.1%
_	1290558	6.1%
3	1200837	5.7%
6	941098	4.5%
2	790954	3.8%
9	740851	3.5%
0	694916	3.3%
Other values (2)	825672	3.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	33970741	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	6022987	17.7%
1	3684483	10.8%
4	2539185	7.5%
7	2329498	6.9%
a	2272252	6.7%
b	2180640	6.4%
e	1474145	4.3%
_	1290558	3.8%
3	1200837	3.5%
d	1096002	3.2%
Other values (16)	9880154	29.1%

financialinstitution_591M
Text

Distinct	173
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.6 MiB

Length

Max length	12
Median length	8
Mean length	8.323304334
Min length	8

Characters and Unicode

Total characters	31160870
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	24 ?
Unique (%)	< 0.1%

Sample

1st row	0d39f5db
2nd row	P204_66_73
3rd row	P204_66_73
4th row	a55475b1
5th row	a55475b1

Value	Count	Frequency (%)
a55475b1	3090430	79.1%
home	164387	4.2%
credit	164387	4.2%
b619fa46	162567	4.2%
p204_66_73	81152	2.1%
p133_127_114	71264	1.8%
p150_136_157	52992	1.4%
50babcd4	21989	0.6%
d6a7d943	18098	0.5%
p102_97_118	12035	0.3%
Other values (164)	68896	1.8%

Most occurring characters

Value	Count	Frequency (%)
5	9454927	30.3%
1	3781122	12.1%
4	3456027	11.1%
7	3339277	10.7%
b	3329487	10.7%
a	3325580	10.7%
6	589082	1.9%
_	456682	1.5%
3	351872	1.1%
e	342029	1.1%
Other values (16)	2734785	8.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21660275	69.5%
Lowercase Letter	8322411	26.7%
Uppercase Letter	557115	1.8%
Connector Punctuation	456682	1.5%
Space Separator	164387	0.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
b	3329487	40.0%
a	3325580	40.0%
e	342029	4.1%
d	259472	3.1%
f	188967	2.3%
r	164387	2.0%
i	164387	2.0%
t	164387	2.0%
m	164387	2.0%
o	164387	2.0%

Decimal Number

Value	Count	Frequency (%)
5	9454927	43.7%
1	3781122	17.5%
4	3456027	16.0%
7	3339277	15.4%
6	589082	2.7%
3	351872	1.6%
2	232576	1.1%
9	222552	1.0%
0	198623	0.9%
8	34217	0.2%

Uppercase Letter

Value	Count	Frequency (%)
P	228341	41.0%
C	164387	29.5%
H	164387	29.5%

Connector Punctuation

Value	Count	Frequency (%)
_	456682	100.0%

Space Separator

Value	Count	Frequency (%)
	164387	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	22281344	71.5%
Latin	8879526	28.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
b	3329487	37.5%
a	3325580	37.5%
e	342029	3.9%
d	259472	2.9%
P	228341	2.6%
f	188967	2.1%
C	164387	1.9%
r	164387	1.9%
i	164387	1.9%
t	164387	1.9%
Other values (4)	548102	6.2%

Common

Value	Count	Frequency (%)
5	9454927	42.4%
1	3781122	17.0%
4	3456027	15.5%
7	3339277	15.0%
6	589082	2.6%
_	456682	2.0%
3	351872	1.6%
2	232576	1.0%
9	222552	1.0%
0	198623	0.9%
Other values (2)	198604	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	31160870	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	9454927	30.3%
1	3781122	12.1%
4	3456027	11.1%
7	3339277	10.7%
b	3329487	10.7%
a	3325580	10.7%
6	589082	1.9%
_	456682	1.5%
3	351872	1.1%
e	342029	1.1%
Other values (16)	2734785	8.8%

instlamount_768A
Real number (ℝ)

MISSING ZEROS

Distinct	84547
Distinct (%)	28.0%
Missing	3441756
Missing (%)	91.9%
Infinite	0
Infinite (%)	0.0%
Mean	3962.345219

Minimum	0
Maximum	149600.61
Zeros	118911
Zeros (%)	3.2%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1518
Q3	5893.6
95-th percentile	15354.81065
Maximum	149600.61
Range	149600.61
Interquartile range (IQR)	5893.6

Descriptive statistics

Standard deviation	5969.768784
Coefficient of variation (CV)	1.506625105
Kurtosis	20.34552549
Mean	3962.345219
Median Absolute Deviation (MAD)	1518
Skewness	3.095025304
Sum	1196842223
Variance	35638139.33
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	118911	3.2%
400	1406	< 0.1%
600	976	< 0.1%
9068	818	< 0.1%
2389.6	780	< 0.1%
1000	772	< 0.1%
10230	561	< 0.1%
12772.4	518	< 0.1%
4779	489	< 0.1%
9067.8	393	< 0.1%
Other values (84537)	176430	4.7%
(Missing)	3441756	91.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	118911	3.2%
0.002	1	< 0.1%
0.004	1	< 0.1%
0.006	1	< 0.1%
0.008	1	< 0.1%

Value	Count	Frequency (%)
149600.61	1	< 0.1%
145851.48	1	< 0.1%
129783.2	1	< 0.1%
119895.2	1	< 0.1%
118080.6	1	< 0.1%

instlamount_852A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	36328
Distinct (%)	20.1%
Missing	3562859
Missing (%)	95.2%
Infinite	0
Infinite (%)	0.0%
Mean	682.8312387

Minimum	0
Maximum	280960.75
Zeros	113455
Zeros (%)	3.0%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	400
95-th percentile	3779.104
Maximum	280960.75
Range	280960.75
Interquartile range (IQR)	400

Descriptive statistics

Standard deviation	2092.173971
Coefficient of variation (CV)	3.063969328
Kurtosis	2539.873173
Mean	682.8312387
Median Absolute Deviation (MAD)	0
Skewness	27.90462388
Sum	123558995.5
Variance	4377191.926
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	113455	3.0%
400	6795	0.2%
1000	3943	0.1%
1200	1165	< 0.1%
2000	982	< 0.1%
2260	721	< 0.1%
3000	691	< 0.1%
1540	686	< 0.1%
800	632	< 0.1%
3700	514	< 0.1%
Other values (36318)	51367	1.4%
(Missing)	3562859	95.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	113455	3.0%
0.002	15	< 0.1%
0.004	9	< 0.1%
0.006	21	< 0.1%
0.008	3	< 0.1%

Value	Count	Frequency (%)
280960.75	1	< 0.1%
191104.88	1	< 0.1%
141503.19	1	< 0.1%
119361.914	1	< 0.1%
114776.1	1	< 0.1%

interestrate_508L
Real number (ℝ)

MISSING SKEWED

Distinct	189
Distinct (%)	1.0%
Missing	3724410
Missing (%)	99.5%
Infinite	0
Infinite (%)	0.0%
Mean	105.1559485

Minimum	0
Maximum	227421
Zeros	256
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	11
Q1	18
median	20
Q3	24.5
95-th percentile	35
Maximum	227421
Range	227421
Interquartile range (IQR)	6.5

Descriptive statistics

Standard deviation	2198.620749
Coefficient of variation (CV)	20.90819189
Kurtosis	6487.181475
Mean	105.1559485
Median Absolute Deviation (MAD)	4
Skewness	70.86461209
Sum	2040025.4
Variance	4833933.197
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19	3135	0.1%
24	2328	0.1%
18	1247	< 0.1%
20	1186	< 0.1%
22	1179	< 0.1%
35	1070	< 0.1%
17	998	< 0.1%
16	836	< 0.1%
25	782	< 0.1%
26	675	< 0.1%
Other values (179)	5964	0.2%
(Missing)	3724410	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	256	< 0.1%
3	3	< 0.1%
4	6	< 0.1%
4.5	2	< 0.1%
5	13	< 0.1%

Value	Count	Frequency (%)
227421	1	< 0.1%
120013	1	< 0.1%
70942	1	< 0.1%
70795	1	< 0.1%
46048	1	< 0.1%

lastupdate_1112D
Text

MISSING

Distinct	309
Distinct (%)	< 0.1%
Missing	3090430
Missing (%)	82.5%
Memory size	28.6 MiB

Length

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

Characters and Unicode

Total characters	6533800
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	56 ?
Unique (%)	< 0.1%

Sample

1st row	2019-12-13
2nd row	2019-12-12
3rd row	2019-12-11
4th row	2019-12-12
5th row	2019-12-11

Value	Count	Frequency (%)
2020-01-02	41047	6.3%
2020-02-26	37840	5.8%
2020-01-08	34814	5.3%
2019-12-26	30760	4.7%
2020-02-11	27225	4.2%
2020-02-06	24297	3.7%
2020-01-23	23509	3.6%
2019-12-12	23226	3.6%
2020-03-16	22274	3.4%
2020-01-24	21511	3.3%
Other values (299)	366877	56.2%

Most occurring characters

Value	Count	Frequency (%)
0	2067447	31.6%
2	1774068	27.2%
-	1306760	20.0%
1	646746	9.9%
3	189522	2.9%
6	162717	2.5%
9	112244	1.7%
5	84554	1.3%
4	82529	1.3%
8	74769	1.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5227040	80.0%
Dash Punctuation	1306760	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2067447	39.6%
2	1774068	33.9%
1	646746	12.4%
3	189522	3.6%
6	162717	3.1%
9	112244	2.1%
5	84554	1.6%
4	82529	1.6%
8	74769	1.4%
7	32444	0.6%

Dash Punctuation

Value	Count	Frequency (%)
-	1306760	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6533800	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2067447	31.6%
2	1774068	27.2%
-	1306760	20.0%
1	646746	9.9%
3	189522	2.9%
6	162717	2.5%
9	112244	1.7%
5	84554	1.3%
4	82529	1.3%
8	74769	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6533800	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2067447	31.6%
2	1774068	27.2%
-	1306760	20.0%
1	646746	9.9%
3	189522	2.9%
6	162717	2.5%
9	112244	1.7%
5	84554	1.3%
4	82529	1.3%
8	74769	1.1%

lastupdate_388D
Text

MISSING

Distinct	4928
Distinct (%)	0.2%
Missing	1670066
Missing (%)	44.6%
Memory size	28.6 MiB

Length

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

Characters and Unicode

Total characters	20737440
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	182 ?
Unique (%)	< 0.1%

Sample

1st row	2018-12-29
2nd row	2019-10-01
3rd row	2019-10-30
4th row	2019-12-06
5th row	2019-12-04

Value	Count	Frequency (%)
2007-09-25	28897	1.4%
2008-06-13	15900	0.8%
2008-11-12	12925	0.6%
2015-04-10	12911	0.6%
2013-03-07	11499	0.6%
2018-12-28	11248	0.5%
2018-08-10	10585	0.5%
2019-09-17	10368	0.5%
2013-10-02	8975	0.4%
2018-08-11	8621	0.4%
Other values (4918)	1941815	93.6%

Most occurring characters

Value	Count	Frequency (%)
0	4940633	23.8%
-	4147488	20.0%
1	3672687	17.7%
2	3479429	16.8%
9	928877	4.5%
8	785556	3.8%
7	635453	3.1%
6	569643	2.7%
3	568663	2.7%
5	540708	2.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	16589952	80.0%
Dash Punctuation	4147488	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4940633	29.8%
1	3672687	22.1%
2	3479429	21.0%
9	928877	5.6%
8	785556	4.7%
7	635453	3.8%
6	569643	3.4%
3	568663	3.4%
5	540708	3.3%
4	468303	2.8%

Dash Punctuation

Value	Count	Frequency (%)
-	4147488	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	20737440	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4940633	23.8%
-	4147488	20.0%
1	3672687	17.7%
2	3479429	16.8%
9	928877	4.5%
8	785556	3.8%
7	635453	3.1%
6	569643	2.7%
3	568663	2.7%
5	540708	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20737440	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4940633	23.8%
-	4147488	20.0%
1	3672687	17.7%
2	3479429	16.8%
9	928877	4.5%
8	785556	3.8%
7	635453	3.1%
6	569643	2.7%
3	568663	2.7%
5	540708	2.6%

monthlyinstlamount_332A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	184218
Distinct (%)	28.4%
Missing	3095447
Missing (%)	82.7%
Infinite	0
Infinite (%)	0.0%
Mean	6439.662765

Minimum	0
Maximum	75584216
Zeros	120608
Zeros (%)	3.2%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1194.8
median	3345.4001
Q3	7000
95-th percentile	17585.34
Maximum	75584216
Range	75584216
Interquartile range (IQR)	5805.2

Descriptive statistics

Standard deviation	163848.3447
Coefficient of variation (CV)	25.44362193
Kurtosis	160446.9155
Mean	6439.662765
Median Absolute Deviation (MAD)	2763.9999
Skewness	378.6333081
Sum	4175239069
Variance	2.684628007 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	120608	3.2%
400	1417	< 0.1%
600	988	< 0.1%
1000	930	< 0.1%
9068	818	< 0.1%
2389.6	789	< 0.1%
2100.246	684	< 0.1%
4200.492	671	< 0.1%
2000	644	< 0.1%
10230	562	< 0.1%
Other values (184208)	520252	13.9%
(Missing)	3095447	82.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	120608	3.2%
0.002	2	< 0.1%
0.004	2	< 0.1%
0.006	1	< 0.1%
0.008	1	< 0.1%

Value	Count	Frequency (%)
75584216	1	< 0.1%
72936856	1	< 0.1%
60478816	1	< 0.1%
20301918	1	< 0.1%
20000000	2	< 0.1%

monthlyinstlamount_674A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	389099
Distinct (%)	20.1%
Missing	1803574
Missing (%)	48.2%
Infinite	0
Infinite (%)	0.0%
Mean	7753.937445

Minimum	0
Maximum	87778840
Zeros	921492
Zeros (%)	24.6%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	675.61402
Q3	4119.4
95-th percentile	23157.984
Maximum	87778840
Range	87778840
Interquartile range (IQR)	4119.4

Descriptive statistics

Standard deviation	148322.2433
Coefficient of variation (CV)	19.12863553
Kurtosis	126391.067
Mean	7753.937445
Median Absolute Deviation (MAD)	675.61402
Skewness	290.4381206
Sum	1.504446857 × 10¹⁰
Variance	2.199948787 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	921492	24.6%
400	6810	0.2%
1000	4017	0.1%
4200	1841	< 0.1%
2100	1807	< 0.1%
3150	1688	< 0.1%
2000	1492	< 0.1%
2114	1357	< 0.1%
0.1	1322	< 0.1%
4228	1282	< 0.1%
Other values (389089)	997128	26.6%
(Missing)	1803574	48.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	921492	24.6%
0.002	39	< 0.1%
0.004	31	< 0.1%
0.006	38	< 0.1%
0.008	40	< 0.1%

Value	Count	Frequency (%)
87778840	1	< 0.1%
70400000	1	< 0.1%
64648000	1	< 0.1%
44216576	1	< 0.1%
40719430	1	< 0.1%

nominalrate_281L
Real number (ℝ)

MISSING SKEWED

Distinct	860
Distinct (%)	0.3%
Missing	3498044
Missing (%)	93.4%
Infinite	0
Infinite (%)	0.0%
Mean	55.45875373

Minimum	0
Maximum	59140.9
Zeros	37103
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	7
median	39
Q3	42
95-th percentile	45
Maximum	59140.9
Range	59140.9
Interquartile range (IQR)	35

Descriptive statistics

Standard deviation	767.1776163
Coefficient of variation (CV)	13.83330069
Kurtosis	4214.628705
Mean	55.45875373
Median Absolute Deviation (MAD)	6
Skewness	59.76685496
Sum	13629876.07
Variance	588561.495
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	37103	1.0%
45	36065	1.0%
42	30849	0.8%
39	25293	0.7%
0.12	18622	0.5%
40	11897	0.3%
43	7251	0.2%
43.3	6180	0.2%
40.05	4080	0.1%
18.1	3047	0.1%
Other values (850)	65379	1.7%
(Missing)	3498044	93.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	37103	1.0%
0.01	4	< 0.1%
0.06	1	< 0.1%
0.07	1	< 0.1%
0.1	3	< 0.1%

Value	Count	Frequency (%)
59140.9	26	< 0.1%
46334.1	3	< 0.1%
37133.4	10	< 0.1%
30341.1	8	< 0.1%
24079.4	1	< 0.1%

nominalrate_498L
Real number (ℝ)

MISSING SKEWED

Distinct	1786
Distinct (%)	0.2%
Missing	3014103
Missing (%)	80.5%
Infinite	0
Infinite (%)	0.0%
Mean	106.3653105

Minimum	0
Maximum	59140.9
Zeros	36121
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0.12
Q1	23.56
median	43
Q3	45
95-th percentile	182.5
Maximum	59140.9
Range	59140.9
Interquartile range (IQR)	21.44

Descriptive statistics

Standard deviation	1054.717213
Coefficient of variation (CV)	9.915988664
Kurtosis	2296.615499
Mean	106.3653105
Median Absolute Deviation (MAD)	4
Skewness	44.0910622
Sum	77615511.65
Variance	1112428.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
45	235558	6.3%
0.12	95802	2.6%
96.3	36324	1.0%
0	36121	1.0%
42	32658	0.9%
43.3	20037	0.5%
39	15535	0.4%
40	15386	0.4%
40.05	13141	0.4%
43	10576	0.3%
Other values (1776)	218569	5.8%
(Missing)	3014103	80.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	36121	1.0%
0.01	12	< 0.1%
0.05	4	< 0.1%
0.06	4	< 0.1%
0.1	33	< 0.1%

Value	Count	Frequency (%)
59140.9	153	< 0.1%
46334.1	24	< 0.1%
37133.5	1	< 0.1%
37133.4	36	< 0.1%
30341.1	30	< 0.1%

num_group1
Real number (ℝ)

ZEROS

Distinct	529
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.753277009

Minimum	0
Maximum	528
Zeros	325127
Zeros (%)	8.7%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	5
Q3	8
95-th percentile	19
Maximum	528
Range	528
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	8.859530182
Coefficient of variation (CV)	1.311886092
Kurtosis	464.7873578
Mean	6.753277009
Median Absolute Deviation (MAD)	3
Skewness	13.71045016
Sum	25282986
Variance	78.49127504
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	325127	8.7%
1	325126	8.7%
2	325123	8.7%
3	325119	8.7%
4	325119	8.7%
5	325119	8.7%
6	325119	8.7%
7	325119	8.7%
8	325119	8.7%
9	117287	3.1%
Other values (519)	700433	18.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	325127	8.7%
1	325126	8.7%
2	325123	8.7%
3	325119	8.7%
4	325119	8.7%

Value	Count	Frequency (%)
528	1	< 0.1%
527	1	< 0.1%
526	1	< 0.1%
525	1	< 0.1%
524	1	< 0.1%

numberofcontrsvalue_258L
Real number (ℝ)

MISSING

Distinct	25
Distinct (%)	< 0.1%
Missing	3441306
Missing (%)	91.9%
Infinite	0
Infinite (%)	0.0%
Mean	2.144735276

Minimum	0
Maximum	92
Zeros	878
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	2
Q3	3
95-th percentile	4
Maximum	92
Range	92
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.201417517
Coefficient of variation (CV)	0.5601705396
Kurtosis	160.5038992
Mean	2.144735276
Median Absolute Deviation (MAD)	1
Skewness	3.568698483
Sum	648791
Variance	1.44340405
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
1	107664	2.9%
2	96103	2.6%
3	59507	1.6%
4	26904	0.7%
5	7917	0.2%
6	2487	0.1%
0	878	< 0.1%
7	705	< 0.1%
8	186	< 0.1%
9	62	< 0.1%
Other values (15)	91	< 0.1%
(Missing)	3441306	91.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	878	< 0.1%
1	107664	2.9%
2	96103	2.6%
3	59507	1.6%
4	26904	0.7%

Value	Count	Frequency (%)
92	1	< 0.1%
71	1	< 0.1%
60	1	< 0.1%
28	1	< 0.1%
21	1	< 0.1%

numberofcontrsvalue_358L
Real number (ℝ)

MISSING

Distinct	130
Distinct (%)	< 0.1%
Missing	3436989
Missing (%)	91.8%
Infinite	0
Infinite (%)	0.0%
Mean	6.752428941

Minimum	0
Maximum	333
Zeros	91
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	5
Q3	9
95-th percentile	19
Maximum	333
Range	333
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	6.726849695
Coefficient of variation (CV)	0.9962118453
Kurtosis	77.30085422
Mean	6.752428941
Median Absolute Deviation (MAD)	3
Skewness	4.477457388
Sum	2071787
Variance	45.25050682
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	46410	1.2%
2	36846	1.0%
3	31956	0.9%
4	28164	0.8%
5	24504	0.7%
6	20989	0.6%
7	18525	0.5%
8	15328	0.4%
9	13337	0.4%
10	11319	0.3%
Other values (120)	59443	1.6%
(Missing)	3436989	91.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	91	< 0.1%
1	46410	1.2%
2	36846	1.0%
3	31956	0.9%
4	28164	0.8%

Value	Count	Frequency (%)
333	1	< 0.1%
290	1	< 0.1%
283	1	< 0.1%
272	1	< 0.1%
232	1	< 0.1%

numberofinstls_229L
Real number (ℝ)

MISSING ZEROS

Distinct	366
Distinct (%)	< 0.1%
Missing	1939505
Missing (%)	51.8%
Infinite	0
Infinite (%)	0.0%
Mean	11.61150415

Minimum	0
Maximum	1140
Zeros	357473
Zeros (%)	9.5%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	6
Q3	12
95-th percentile	36
Maximum	1140
Range	1140
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	19.66628886
Coefficient of variation (CV)	1.693690034
Kurtosis	87.45142758
Mean	11.61150415
Median Absolute Deviation (MAD)	6
Skewness	7.055050245
Sum	20950695
Variance	386.7629175
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	357473	9.5%
12	291178	7.8%
1	223375	6.0%
6	194719	5.2%
24	99987	2.7%
3	76945	2.1%
18	65882	1.8%
36	56672	1.5%
10	43500	1.2%
4	35840	1.0%
Other values (356)	358734	9.6%
(Missing)	1939505	51.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	357473	9.5%
1	223375	6.0%
2	12841	0.3%
3	76945	2.1%
4	35840	1.0%

Value	Count	Frequency (%)
1140	1	< 0.1%
720	1	< 0.1%
700	1	< 0.1%
600	4	< 0.1%
593	1	< 0.1%

numberofinstls_320L
Real number (ℝ)

MISSING

Distinct	321
Distinct (%)	0.1%
Missing	3397203
Missing (%)	90.7%
Infinite	0
Infinite (%)	0.0%
Mean	31.06570265

Minimum	0
Maximum	528
Zeros	71
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	4
Q1	12
median	24
Q3	36
95-th percentile	83
Maximum	528
Range	528
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	34.04347315
Coefficient of variation (CV)	1.095853956
Kurtosis	19.34720757
Mean	31.06570265
Median Absolute Deviation (MAD)	12
Skewness	3.751756459
Sum	10767590
Variance	1158.958064
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12	72780	1.9%
24	48794	1.3%
36	29702	0.8%
48	22285	0.6%
18	20098	0.5%
6	19605	0.5%
60	19094	0.5%
16	12972	0.3%
1	10369	0.3%
30	8643	0.2%
Other values (311)	82265	2.2%
(Missing)	3397203	90.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	71	< 0.1%
1	10369	0.3%
2	31	< 0.1%
3	5410	0.1%
4	2375	0.1%

Value	Count	Frequency (%)
528	1	< 0.1%
377	1	< 0.1%
365	1	< 0.1%
360	5	< 0.1%
358	1	< 0.1%

numberofoutstandinstls_520L
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	217
Distinct (%)	< 0.1%
Missing	1938229
Missing (%)	51.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.07875359787

Minimum	0
Maximum	664
Zeros	1802902
Zeros (%)	48.2%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	664
Range	664
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3.887045482
Coefficient of variation (CV)	49.35705273
Kurtosis	7855.543523
Mean	0.07875359787
Median Absolute Deviation (MAD)	0
Skewness	80.78584547
Sum	142196
Variance	15.10912258
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1802902	48.2%
1	279	< 0.1%
2	124	< 0.1%
6	108	< 0.1%
4	107	< 0.1%
12	94	< 0.1%
10	92	< 0.1%
8	90	< 0.1%
20	65	< 0.1%
22	63	< 0.1%
Other values (207)	1657	< 0.1%
(Missing)	1938229	51.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1802902	48.2%
1	279	< 0.1%
2	124	< 0.1%
3	35	< 0.1%
4	107	< 0.1%

Value	Count	Frequency (%)
664	1	< 0.1%
519	1	< 0.1%
474	1	< 0.1%
472	2	< 0.1%
470	1	< 0.1%

numberofoutstandinstls_59L
Real number (ℝ)

MISSING

Distinct	298
Distinct (%)	0.1%
Missing	3397206
Missing (%)	90.7%
Infinite	0
Infinite (%)	0.0%
Mean	21.11075175

Minimum	0
Maximum	468
Zeros	3876
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	6
median	12
Q3	26
95-th percentile	59
Maximum	468
Range	468
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	28.99147267
Coefficient of variation (CV)	1.373303661
Kurtosis	25.9173661
Mean	21.11075175
Median Absolute Deviation (MAD)	8
Skewness	4.275757713
Sum	7317071
Variance	840.5054878
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	23815	0.6%
5	15054	0.4%
6	15012	0.4%
7	14314	0.4%
9	14231	0.4%
3	14224	0.4%
8	14193	0.4%
2	14191	0.4%
10	13809	0.4%
4	13669	0.4%
Other values (288)	194092	5.2%
(Missing)	3397206	90.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	3876	0.1%
1	23815	0.6%
2	14191	0.4%
3	14224	0.4%
4	13669	0.4%

Value	Count	Frequency (%)
468	1	< 0.1%
304	1	< 0.1%
301	1	< 0.1%
300	61	< 0.1%
299	39	< 0.1%

numberofoverdueinstlmax_1039L
Real number (ℝ)

MISSING ZEROS

Distinct	2502
Distinct (%)	0.4%
Missing	3090430
Missing (%)	82.5%
Infinite	0
Infinite (%)	0.0%
Mean	17.24620894

Minimum	0
Maximum	5072
Zeros	487349
Zeros (%)	13.0%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	36
Maximum	5072
Range	5072
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	153.0985337
Coefficient of variation (CV)	8.877228278
Kurtosis	369.1791979
Mean	17.24620894
Median Absolute Deviation (MAD)	0
Skewness	17.29182876
Sum	11268328
Variance	23439.16103
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	487349	13.0%
1	31669	0.8%
2	11261	0.3%
3	8934	0.2%
4	8593	0.2%
5	6802	0.2%
8	4543	0.1%
7	3887	0.1%
6	3618	0.1%
11	3303	0.1%
Other values (2492)	83421	2.2%
(Missing)	3090430	82.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	487349	13.0%
1	31669	0.8%
2	11261	0.3%
3	8934	0.2%
4	8593	0.2%

Value	Count	Frequency (%)
5072	1	< 0.1%
5058	1	< 0.1%
5041	1	< 0.1%
5038	1	< 0.1%
5023	1	< 0.1%

numberofoverdueinstlmax_1151L
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	4209
Distinct (%)	0.2%
Missing	1670007
Missing (%)	44.6%
Infinite	0
Infinite (%)	0.0%
Mean	54.20721496

Minimum	0
Maximum	130000
Zeros	1457688
Zeros (%)	38.9%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	163
Maximum	130000
Range	130000
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	399.959299
Coefficient of variation (CV)	7.378340674
Kurtosis	32352.68595
Mean	54.20721496
Median Absolute Deviation (MAD)	0
Skewness	130.2042876
Sum	112415085
Variance	159967.4408
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1457688	38.9%
1	107875	2.9%
2	33382	0.9%
3	30259	0.8%
4	30198	0.8%
7	19372	0.5%
5	17755	0.5%
6	14950	0.4%
8	13641	0.4%
9	10647	0.3%
Other values (4199)	338036	9.0%
(Missing)	1670007	44.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1457688	38.9%
1	107875	2.9%
2	33382	0.9%
3	30259	0.8%
4	30198	0.8%

Value	Count	Frequency (%)
130000	2	< 0.1%
93972	8	< 0.1%
93971	1	< 0.1%
93970	2	< 0.1%
93956	1	< 0.1%

numberofoverdueinstlmaxdat_148D
Text

MISSING

Distinct	4736
Distinct (%)	0.8%
Missing	3127695
Missing (%)	83.5%
Memory size	28.6 MiB

Length

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

Characters and Unicode

Total characters	6161150
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	300 ?
Unique (%)	< 0.1%

Sample

1st row	2007-07-31
2nd row	2012-12-11
3rd row	2018-04-09
4th row	2018-09-24
5th row	2007-07-05

Value	Count	Frequency (%)
2007-07-31	22029	3.6%
2011-08-24	6347	1.0%
2007-07-05	5018	0.8%
2012-03-04	4463	0.7%
2008-10-15	3999	0.6%
2011-09-04	3064	0.5%
2018-08-02	2304	0.4%
2018-09-17	2209	0.4%
2010-01-07	2198	0.4%
2019-04-11	2001	0.3%
Other values (4726)	562483	91.3%

Most occurring characters

Value	Count	Frequency (%)
0	1494736	24.3%
-	1232230	20.0%
1	1071642	17.4%
2	984475	16.0%
7	232397	3.8%
8	222253	3.6%
9	218564	3.5%
5	179817	2.9%
3	176231	2.9%
4	176158	2.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4928920	80.0%
Dash Punctuation	1232230	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1494736	30.3%
1	1071642	21.7%
2	984475	20.0%
7	232397	4.7%
8	222253	4.5%
9	218564	4.4%
5	179817	3.6%
3	176231	3.6%
4	176158	3.6%
6	172647	3.5%

Dash Punctuation

Value	Count	Frequency (%)
-	1232230	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6161150	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1494736	24.3%
-	1232230	20.0%
1	1071642	17.4%
2	984475	16.0%
7	232397	3.8%
8	222253	3.6%
9	218564	3.5%
5	179817	2.9%
3	176231	2.9%
4	176158	2.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6161150	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1494736	24.3%
-	1232230	20.0%
1	1071642	17.4%
2	984475	16.0%
7	232397	3.8%
8	222253	3.6%
9	218564	3.5%
5	179817	2.9%
3	176231	2.9%
4	176158	2.9%

numberofoverdueinstlmaxdat_641D
Text

MISSING

Distinct	2015
Distinct (%)	1.2%
Missing	3577779
Missing (%)	95.6%
Memory size	28.6 MiB

Length

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

Characters and Unicode

Total characters	1660310
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	464 ?
Unique (%)	0.3%

Sample

1st row	2019-06-07
2nd row	2016-09-20
3rd row	2019-06-27
4th row	2015-08-01
5th row	2019-07-11

Value	Count	Frequency (%)
2019-12-12	3443	2.1%
2020-02-11	2007	1.2%
2020-01-08	1987	1.2%
2020-01-02	1938	1.2%
2020-01-23	1810	1.1%
2020-02-26	1698	1.0%
2019-11-19	1655	1.0%
2019-08-07	1586	1.0%
2019-10-21	1554	0.9%
2019-12-11	1348	0.8%
Other values (2005)	147005	88.5%

Most occurring characters

Value	Count	Frequency (%)
0	394682	23.8%
-	332062	20.0%
2	308333	18.6%
1	297401	17.9%
9	97859	5.9%
8	51322	3.1%
6	38522	2.3%
7	36618	2.2%
5	35925	2.2%
3	34347	2.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1328248	80.0%
Dash Punctuation	332062	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	394682	29.7%
2	308333	23.2%
1	297401	22.4%
9	97859	7.4%
8	51322	3.9%
6	38522	2.9%
7	36618	2.8%
5	35925	2.7%
3	34347	2.6%
4	33239	2.5%

Dash Punctuation

Value	Count	Frequency (%)
-	332062	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1660310	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	394682	23.8%
-	332062	20.0%
2	308333	18.6%
1	297401	17.9%
9	97859	5.9%
8	51322	3.1%
6	38522	2.3%
7	36618	2.2%
5	35925	2.2%
3	34347	2.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1660310	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	394682	23.8%
-	332062	20.0%
2	308333	18.6%
1	297401	17.9%
9	97859	5.9%
8	51322	3.1%
6	38522	2.3%
7	36618	2.2%
5	35925	2.2%
3	34347	2.1%

numberofoverdueinstls_725L
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	2103
Distinct (%)	0.3%
Missing	3094950
Missing (%)	82.7%
Infinite	0
Infinite (%)	0.0%
Mean	8.894000247

Minimum	0
Maximum	5072
Zeros	629471
Zeros (%)	16.8%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	5072
Range	5072
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	127.9804742
Coefficient of variation (CV)	14.38952897
Kurtosis	585.228444
Mean	8.894000247
Median Absolute Deviation (MAD)	0
Skewness	21.97189701
Sum	5770961
Variance	16379.00178
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	629471	16.8%
1	2997	0.1%
2	1101	< 0.1%
3	810	< 0.1%
4	787	< 0.1%
5	599	< 0.1%
8	373	< 0.1%
9	364	< 0.1%
6	362	< 0.1%
7	361	< 0.1%
Other values (2093)	11635	0.3%
(Missing)	3094950	82.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	629471	16.8%
1	2997	0.1%
2	1101	< 0.1%
3	810	< 0.1%
4	787	< 0.1%

Value	Count	Frequency (%)
5072	1	< 0.1%
5058	1	< 0.1%
5041	1	< 0.1%
5038	1	< 0.1%
5023	1	< 0.1%

numberofoverdueinstls_834L
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	181
Distinct (%)	< 0.1%
Missing	1672969
Missing (%)	44.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.04905736365

Minimum	0
Maximum	1433
Zeros	2069531
Zeros (%)	55.3%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1433
Range	1433
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4.713146826
Coefficient of variation (CV)	96.07419712
Kurtosis	17323.84468
Mean	0.04905736365
Median Absolute Deviation (MAD)	0
Skewness	118.3759823
Sum	101590
Variance	22.213753
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2069531	55.3%
1	443	< 0.1%
2	225	< 0.1%
3	78	< 0.1%
5	64	< 0.1%
4	57	< 0.1%
6	40	< 0.1%
7	35	< 0.1%
8	31	< 0.1%
11	21	< 0.1%
Other values (171)	316	< 0.1%
(Missing)	1672969	44.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2069531	55.3%
1	443	< 0.1%
2	225	< 0.1%
3	78	< 0.1%
4	57	< 0.1%

Value	Count	Frequency (%)
1433	1	< 0.1%
1208	1	< 0.1%
864	3	< 0.1%
790	1	< 0.1%
762	1	< 0.1%

outstandingamount_354A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	295
Distinct (%)	< 0.1%
Missing	1937585
Missing (%)	51.8%
Infinite	0
Infinite (%)	0.0%
Mean	8.659404149

Minimum	0
Maximum	2396708.8
Zeros	1805775
Zeros (%)	48.2%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	2396708.8
Range	2396708.8
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2511.178055
Coefficient of variation (CV)	289.9943242
Kurtosis	499736.1813
Mean	8.659404149
Median Absolute Deviation (MAD)	0
Skewness	612.635473
Sum	15640832.26
Variance	6306015.222
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1805775	48.2%
0.2	25	< 0.1%
0.4	21	< 0.1%
0.6	18	< 0.1%
1	14	< 0.1%
0.8	11	< 0.1%
1.2	9	< 0.1%
1.6	5	< 0.1%
16.2	4	< 0.1%
4	4	< 0.1%
Other values (285)	339	< 0.1%
(Missing)	1937585	51.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1805775	48.2%
0.2	25	< 0.1%
0.4	21	< 0.1%
0.6	18	< 0.1%
0.792	2	< 0.1%

Value	Count	Frequency (%)
2396708.8	1	< 0.1%
1025000	1	< 0.1%
852877.94	1	< 0.1%
793499.6	1	< 0.1%
700000	1	< 0.1%

outstandingamount_362A
Real number (ℝ)

MISSING SKEWED

Distinct	320359
Distinct (%)	92.4%
Missing	3397088
Missing (%)	90.7%
Infinite	0
Infinite (%)	0.0%
Mean	170305.6277

Minimum	0
Maximum	363346780
Zeros	4750
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	3291.5271
Q1	14319.318
median	38295.8275
Q3	115313.185
95-th percentile	697502.8
Maximum	363346780
Range	363346780
Interquartile range (IQR)	100993.867

Descriptive statistics

Standard deviation	1176301.45
Coefficient of variation (CV)	6.907002817
Kurtosis	54626.43314
Mean	170305.6277
Median Absolute Deviation (MAD)	30192.3755
Skewness	198.3670412
Sum	5.904870785 × 10¹⁰
Variance	1.383685102 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4750	0.1%
100000	137	< 0.1%
12000	118	< 0.1%
40000	116	< 0.1%
200000	112	< 0.1%
60000	109	< 0.1%
10000	106	< 0.1%
20000	94	< 0.1%
8000	79	< 0.1%
30000	77	< 0.1%
Other values (320349)	341024	9.1%
(Missing)	3397088	90.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4750	0.1%
0.002	13	< 0.1%
0.004	5	< 0.1%
0.012	1	< 0.1%
0.028	2	< 0.1%

Value	Count	Frequency (%)
363346780	1	< 0.1%
350143200	1	< 0.1%
234526580	1	< 0.1%
138702800	1	< 0.1%
124329656	1	< 0.1%

overdueamount_31A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	326
Distinct (%)	< 0.1%
Missing	1672509
Missing (%)	44.7%
Infinite	0
Infinite (%)	0.0%
Mean	18.40370842

Minimum	0
Maximum	480810
Zeros	2070863
Zeros (%)	55.3%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	480810
Range	480810
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2162.851115
Coefficient of variation (CV)	117.5225702
Kurtosis	25189.7733
Mean	18.40370842
Median Absolute Deviation (MAD)	0
Skewness	149.954902
Sum	38119619.65
Variance	4677924.947
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2070863	55.3%
0.2	17	< 0.1%
0.4	16	< 0.1%
0.6	15	< 0.1%
1	12	< 0.1%
0.8	9	< 0.1%
1.2	7	< 0.1%
1.6	5	< 0.1%
16.2	4	< 0.1%
5.4	4	< 0.1%
Other values (316)	349	< 0.1%
(Missing)	1672509	44.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2070863	55.3%
0.072000004	1	< 0.1%
0.2	17	< 0.1%
0.4	16	< 0.1%
0.6	15	< 0.1%

Value	Count	Frequency (%)
480810	1	< 0.1%
433195	1	< 0.1%
429100	1	< 0.1%
426325	1	< 0.1%
421675	1	< 0.1%

overdueamount_659A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	16374
Distinct (%)	2.5%
Missing	3094950
Missing (%)	82.7%
Infinite	0
Infinite (%)	0.0%
Mean	2449.49268

Minimum	0
Maximum	401980320
Zeros	629471
Zeros (%)	16.8%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	401980320
Range	401980320
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	710291.5566
Coefficient of variation (CV)	289.9749659
Kurtosis	316194.5438
Mean	2449.49268
Median Absolute Deviation (MAD)	0
Skewness	559.0095889
Sum	1589377821
Variance	5.045140954 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	629471	16.8%
10	56	< 0.1%
14	50	< 0.1%
6000	45	< 0.1%
4228	42	< 0.1%
6342	36	< 0.1%
2114	34	< 0.1%
99.8	33	< 0.1%
8000	29	< 0.1%
1	27	< 0.1%
Other values (16364)	19037	0.5%
(Missing)	3094950	82.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	629471	16.8%
0.002	3	< 0.1%
0.004	1	< 0.1%
0.006	3	< 0.1%
0.008	4	< 0.1%

Value	Count	Frequency (%)
401980320	2	< 0.1%
28325886	1	< 0.1%
23045082	2	< 0.1%
17402200	1	< 0.1%
17362792	1	< 0.1%

overdueamountmax2_14A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	134722
Distinct (%)	20.6%
Missing	3090430
Missing (%)	82.5%
Infinite	0
Infinite (%)	0.0%
Mean	5291.559337

Minimum	0
Maximum	401980320
Zeros	486139
Zeros (%)	13.0%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	4.5465
95-th percentile	10205.03915
Maximum	401980320
Range	401980320
Interquartile range (IQR)	4.5465

Descriptive statistics

Standard deviation	737758.6052
Coefficient of variation (CV)	139.4217769
Kurtosis	272410.4478
Mean	5291.559337
Median Absolute Deviation (MAD)	0
Skewness	508.7139687
Sum	3457399039
Variance	5.442877596 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	486139	13.0%
10	226	< 0.1%
0.2	155	< 0.1%
400	144	< 0.1%
0.4	140	< 0.1%
2	137	< 0.1%
0.8	124	< 0.1%
2000	116	< 0.1%
1	116	< 0.1%
800	113	< 0.1%
Other values (134712)	165970	4.4%
(Missing)	3090430	82.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	486139	13.0%
0.002	13	< 0.1%
0.004	11	< 0.1%
0.006	10	< 0.1%
0.008	15	< 0.1%

Value	Count	Frequency (%)
401980320	2	< 0.1%
149930380	1	< 0.1%
32219968	1	< 0.1%
31818938	1	< 0.1%
28325886	1	< 0.1%

overdueamountmax2_398A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	347856
Distinct (%)	16.8%
Missing	1670007
Missing (%)	44.6%
Infinite	0
Infinite (%)	0.0%
Mean	6182.288253

Minimum	0
Maximum	593465000
Zeros	1462879
Zeros (%)	39.1%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	703.31
95-th percentile	16219.4197
Maximum	593465000
Range	593465000
Interquartile range (IQR)	703.31

Descriptive statistics

Standard deviation	450623.7578
Coefficient of variation (CV)	72.88947706
Kurtosis	1453586.663
Mean	6182.288253
Median Absolute Deviation (MAD)	0
Skewness	1119.625372
Sum	1.282084793 × 10¹⁰
Variance	2.030617711 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1462879	39.1%
0.2	2498	0.1%
0.4	1369	< 0.1%
0.8	954	< 0.1%
1.6	835	< 0.1%
2	832	< 0.1%
0.6	779	< 0.1%
1	766	< 0.1%
1.2	745	< 0.1%
4	740	< 0.1%
Other values (347846)	601406	16.1%
(Missing)	1670007	44.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1462879	39.1%
0.002	75	< 0.1%
0.004	45	< 0.1%
0.006	27	< 0.1%
0.008	38	< 0.1%

Value	Count	Frequency (%)
593465000	1	< 0.1%
107822220	1	< 0.1%
90406290	1	< 0.1%
52067108	1	< 0.1%
50906470	1	< 0.1%

overdueamountmax2date_1002D
Text

MISSING

Distinct	4612
Distinct (%)	0.8%
Missing	3132886
Missing (%)	83.7%
Memory size	28.6 MiB

Length

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

Characters and Unicode

Total characters	6109240
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	290 ?
Unique (%)	< 0.1%

Sample

1st row	2009-02-13
2nd row	2012-12-11
3rd row	2018-04-09
4th row	2018-09-24
5th row	2017-08-12

Value	Count	Frequency (%)
2011-10-06	8332	1.4%
2008-10-15	3981	0.7%
2010-01-07	2602	0.4%
2015-07-07	2453	0.4%
2018-12-20	1999	0.3%
2018-09-17	1865	0.3%
2019-04-11	1784	0.3%
2018-11-20	1748	0.3%
2018-08-02	1718	0.3%
2007-07-31	1716	0.3%
Other values (4602)	582726	95.4%

Most occurring characters

Value	Count	Frequency (%)
0	1478473	24.2%
-	1221848	20.0%
1	1085687	17.8%
2	987054	16.2%
8	225758	3.7%
9	212689	3.5%
7	194360	3.2%
6	184897	3.0%
5	182008	3.0%
4	168450	2.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4887392	80.0%
Dash Punctuation	1221848	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1478473	30.3%
1	1085687	22.2%
2	987054	20.2%
8	225758	4.6%
9	212689	4.4%
7	194360	4.0%
6	184897	3.8%
5	182008	3.7%
4	168450	3.4%
3	168016	3.4%

Dash Punctuation

Value	Count	Frequency (%)
-	1221848	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6109240	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1478473	24.2%
-	1221848	20.0%
1	1085687	17.8%
2	987054	16.2%
8	225758	3.7%
9	212689	3.5%
7	194360	3.2%
6	184897	3.0%
5	182008	3.0%
4	168450	2.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6109240	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1478473	24.2%
-	1221848	20.0%
1	1085687	17.8%
2	987054	16.2%
8	225758	3.7%
9	212689	3.5%
7	194360	3.2%
6	184897	3.0%
5	182008	3.0%
4	168450	2.8%

overdueamountmax2date_1142D
Text

MISSING

Distinct	2249
Distinct (%)	1.3%
Missing	3576569
Missing (%)	95.5%
Memory size	28.6 MiB

Length

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

Characters and Unicode

Total characters	1672410
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	505 ?
Unique (%)	0.3%

Sample

1st row	2019-05-21
2nd row	2019-07-24
3rd row	2018-11-20
4th row	2015-08-01
5th row	2019-07-11

Value	Count	Frequency (%)
2019-12-12	3292	2.0%
2020-01-02	2018	1.2%
2020-02-11	1818	1.1%
2020-01-08	1802	1.1%
2019-11-19	1669	1.0%
2020-01-23	1552	0.9%
2019-08-07	1533	0.9%
2019-10-21	1430	0.9%
2019-09-05	1413	0.8%
2019-12-11	1386	0.8%
Other values (2239)	149328	89.3%

Most occurring characters

Value	Count	Frequency (%)
0	395384	23.6%
-	334482	20.0%
1	303395	18.1%
2	303094	18.1%
9	101818	6.1%
8	53958	3.2%
7	38696	2.3%
6	38455	2.3%
5	35619	2.1%
3	34430	2.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1337928	80.0%
Dash Punctuation	334482	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	395384	29.6%
1	303395	22.7%
2	303094	22.7%
9	101818	7.6%
8	53958	4.0%
7	38696	2.9%
6	38455	2.9%
5	35619	2.7%
3	34430	2.6%
4	33079	2.5%

Dash Punctuation

Value	Count	Frequency (%)
-	334482	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1672410	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	395384	23.6%
-	334482	20.0%
1	303395	18.1%
2	303094	18.1%
9	101818	6.1%
8	53958	3.2%
7	38696	2.3%
6	38455	2.3%
5	35619	2.1%
3	34430	2.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1672410	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	395384	23.6%
-	334482	20.0%
1	303395	18.1%
2	303094	18.1%
9	101818	6.1%
8	53958	3.2%
7	38696	2.3%
6	38455	2.3%
5	35619	2.1%
3	34430	2.1%

overdueamountmax_155A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	110718
Distinct (%)	16.9%
Missing	3090430
Missing (%)	82.5%
Infinite	0
Infinite (%)	0.0%
Mean	4472.248715

Minimum	0
Maximum	401980320
Zeros	517145
Zeros (%)	13.8%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	8266.8305
Maximum	401980320
Range	401980320
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	735463.5484
Coefficient of variation (CV)	164.4505025
Kurtosis	275825.0087
Mean	4472.248715
Median Absolute Deviation (MAD)	0
Skewness	513.3546382
Sum	2922077866
Variance	5.40906631 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	517145	13.8%
10	230	< 0.1%
1000	147	< 0.1%
400	139	< 0.1%
2	125	< 0.1%
0.4	121	< 0.1%
0.2	113	< 0.1%
0.8	113	< 0.1%
2000	110	< 0.1%
20	109	< 0.1%
Other values (110708)	135028	3.6%
(Missing)	3090430	82.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	517145	13.8%
0.002	12	< 0.1%
0.004	10	< 0.1%
0.006	10	< 0.1%
0.008	15	< 0.1%

Value	Count	Frequency (%)
401980320	2	< 0.1%
149930380	1	< 0.1%
32219968	1	< 0.1%
31818938	1	< 0.1%
28325886	1	< 0.1%

overdueamountmax_35A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	330297
Distinct (%)	16.5%
Missing	1736366
Missing (%)	46.4%
Infinite	0
Infinite (%)	0.0%
Mean	5268.003303

Minimum	0
Maximum	593465000
Zeros	1423079
Zeros (%)	38.0%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	452.447005
95-th percentile	14997.45195
Maximum	593465000
Range	593465000
Interquartile range (IQR)	452.447005

Descriptive statistics

Standard deviation	440902.2626
Coefficient of variation (CV)	83.69437855
Kurtosis	1637337.819
Mean	5268.003303
Median Absolute Deviation (MAD)	0
Skewness	1226.615602
Sum	1.057522162 × 10¹⁰
Variance	1.943948052 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1423079	38.0%
0.2	2339	0.1%
0.4	1270	< 0.1%
0.8	919	< 0.1%
1.6	835	< 0.1%
2	823	< 0.1%
0.6	760	< 0.1%
1	746	< 0.1%
1.2	739	< 0.1%
4	731	< 0.1%
Other values (330287)	575203	15.4%
(Missing)	1736366	46.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1423079	38.0%
0.002	72	< 0.1%
0.004	41	< 0.1%
0.006	27	< 0.1%
0.008	36	< 0.1%

Value	Count	Frequency (%)
593465000	1	< 0.1%
107822220	1	< 0.1%
52067108	1	< 0.1%
50906470	1	< 0.1%
48927640	1	< 0.1%

overdueamountmaxdatemonth_284T
Real number (ℝ)

MISSING

Distinct	12
Distinct (%)	< 0.1%
Missing	1736366
Missing (%)	46.4%
Infinite	0
Infinite (%)	0.0%
Mean	6.58494085

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.6 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	3.476550897
Coefficient of variation (CV)	0.5279547646
Kurtosis	-1.217321381
Mean	6.58494085
Median Absolute Deviation (MAD)	3
Skewness	-0.06703187612
Sum	13218900
Variance	12.08640614
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
11	185655	5.0%
1	182758	4.9%
6	175525	4.7%
8	173268	4.6%
9	172450	4.6%
10	172169	4.6%
7	167843	4.5%
12	163952	4.4%
2	161527	4.3%
5	153712	4.1%
Other values (2)	298585	8.0%
(Missing)	1736366	46.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	182758	4.9%
2	161527	4.3%
3	147376	3.9%
4	151209	4.0%
5	153712	4.1%

Value	Count	Frequency (%)
12	163952	4.4%
11	185655	5.0%
10	172169	4.6%
9	172450	4.6%
8	173268	4.6%

overdueamountmaxdatemonth_365T
Real number (ℝ)

MISSING

Distinct	12
Distinct (%)	< 0.1%
Missing	3090430
Missing (%)	82.5%
Infinite	0
Infinite (%)	0.0%
Mean	6.27580734

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	6
Q3	10
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	3.673567674
Coefficient of variation (CV)	0.5853537999
Kurtosis	-1.37049223
Mean	6.27580734
Median Absolute Deviation (MAD)	3
Skewness	0.1161481383
Sum	4100487
Variance	13.49509945
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
2	85283	2.3%
12	65924	1.8%
1	59747	1.6%
4	57923	1.5%
3	57174	1.5%
10	54349	1.5%
11	53501	1.4%
7	50342	1.3%
9	47004	1.3%
5	45873	1.2%
Other values (2)	76260	2.0%
(Missing)	3090430	82.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	59747	1.6%
2	85283	2.3%
3	57174	1.5%
4	57923	1.5%
5	45873	1.2%

Value	Count	Frequency (%)
12	65924	1.8%
11	53501	1.4%
10	54349	1.5%
9	47004	1.3%
8	40758	1.1%

overdueamountmaxdateyear_2T
Real number (ℝ)

MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	3090430
Missing (%)	82.5%
Infinite	0
Infinite (%)	0.0%
Mean	2018.81744

Minimum	2016
Maximum	2020
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	2016
5-th percentile	2018
Q1	2018
median	2019
Q3	2019
95-th percentile	2020
Maximum	2020
Range	4
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.6709601463
Coefficient of variation (CV)	0.0003323530563
Kurtosis	-0.8027024151
Mean	2018.81744
Median Absolute Deviation (MAD)	0
Skewness	0.2288566572
Sum	1319054939
Variance	0.4501875179
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
2019	337713	9.0%
2018	217378	5.8%
2020	98230	2.6%
2017	44	< 0.1%
2016	15	< 0.1%
(Missing)	3090430	82.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2016	15	< 0.1%
2017	44	< 0.1%
2018	217378	5.8%
2019	337713	9.0%
2020	98230	2.6%

Value	Count	Frequency (%)
2020	98230	2.6%
2019	337713	9.0%
2018	217378	5.8%
2017	44	< 0.1%
2016	15	< 0.1%

overdueamountmaxdateyear_994T
Real number (ℝ)

MISSING

Distinct	19
Distinct (%)	< 0.1%
Missing	1736366
Missing (%)	46.4%
Infinite	0
Infinite (%)	0.0%
Mean	2014.860846

Minimum	2002
Maximum	2020
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	2002
5-th percentile	2007
Q1	2012
median	2016
Q3	2018
95-th percentile	2019
Maximum	2020
Range	18
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.82049035
Coefficient of variation (CV)	0.001896155934
Kurtosis	-0.3894147126
Mean	2014.860846
Median Absolute Deviation (MAD)	2
Skewness	-0.8251359258
Sum	4044720316
Variance	14.59614651
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
2018	360036	9.6%
2019	281799	7.5%
2017	251790	6.7%
2016	172693	4.6%
2015	152023	4.1%
2014	135290	3.6%
2013	120144	3.2%
2012	94891	2.5%
2011	80863	2.2%
2007	75081	2.0%
Other values (9)	282834	7.6%
(Missing)	1736366	46.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2002	1	< 0.1%
2003	3	< 0.1%
2004	597	< 0.1%
2005	12682	0.3%
2006	44835	1.2%

Value	Count	Frequency (%)
2020	27484	0.7%
2019	281799	7.5%
2018	360036	9.6%
2017	251790	6.7%
2016	172693	4.6%

periodicityofpmts_1102L
Real number (ℝ)

MISSING SKEWED

Distinct	5
Distinct (%)	< 0.1%
Missing	2157320
Missing (%)	57.6%
Infinite	0
Infinite (%)	0.0%
Mean	30.1138299

Minimum	1
Maximum	360
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.6 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	5.171502902
Coefficient of variation (CV)	0.1717318228
Kurtosis	2258.789885
Mean	30.1138299
Median Absolute Deviation (MAD)	0
Skewness	43.44900879
Sum	47775290
Variance	26.74444226
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
30	1583883	42.3%
1	1220	< 0.1%
180	947	< 0.1%
90	264	< 0.1%
360	176	< 0.1%
(Missing)	2157320	57.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1220	< 0.1%
30	1583883	42.3%
90	264	< 0.1%
180	947	< 0.1%
360	176	< 0.1%

Value	Count	Frequency (%)
360	176	< 0.1%
180	947	< 0.1%
90	264	< 0.1%
30	1583883	42.3%
1	1220	< 0.1%

periodicityofpmts_837L
Real number (ℝ)

MISSING SKEWED

Distinct	5
Distinct (%)	< 0.1%
Missing	3409479
Missing (%)	91.1%
Infinite	0
Infinite (%)	0.0%
Mean	30.36255388

Minimum	1
Maximum	360
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.6 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	7.350584826
Coefficient of variation (CV)	0.2420937598
Kurtosis	529.7191307
Mean	30.36255388
Median Absolute Deviation (MAD)	0
Skewness	21.81624579
Sum	10151143
Variance	54.03109729
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
30	333363	8.9%
180	702	< 0.1%
90	209	< 0.1%
1	43	< 0.1%
360	14	< 0.1%
(Missing)	3409479	91.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	43	< 0.1%
30	333363	8.9%
90	209	< 0.1%
180	702	< 0.1%
360	14	< 0.1%

Value	Count	Frequency (%)
360	14	< 0.1%
180	702	< 0.1%
90	209	< 0.1%
30	333363	8.9%
1	43	< 0.1%

prolongationcount_1120L
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	67
Distinct (%)	< 0.1%
Missing	3570206
Missing (%)	95.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.6044503583

Minimum	0
Maximum	343
Zeros	131043
Zeros (%)	3.5%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	343
Range	343
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.203694574
Coefficient of variation (CV)	3.645782559
Kurtosis	3577.045998
Mean	0.6044503583
Median Absolute Deviation (MAD)	0
Skewness	31.43390254
Sum	104935
Variance	4.856269774
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	131043	3.5%
1	23071	0.6%
2	8738	0.2%
3	3828	0.1%
4	2171	0.1%
5	1472	< 0.1%
6	757	< 0.1%
7	558	< 0.1%
8	393	< 0.1%
9	238	< 0.1%
Other values (57)	1335	< 0.1%
(Missing)	3570206	95.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	131043	3.5%
1	23071	0.6%
2	8738	0.2%
3	3828	0.1%
4	2171	0.1%

Value	Count	Frequency (%)
343	1	< 0.1%
106	1	< 0.1%
101	1	< 0.1%
80	2	< 0.1%
76	1	< 0.1%

prolongationcount_599L
Real number (ℝ)

MISSING

Distinct	44
Distinct (%)	0.4%
Missing	3732794
Missing (%)	99.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.9440813362

Minimum	0
Maximum	96
Zeros	6960
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	4
Maximum	96
Range	96
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	3.089430448
Coefficient of variation (CV)	3.272419789
Kurtosis	236.5074791
Mean	0.9440813362
Median Absolute Deviation (MAD)	0
Skewness	12.14990494
Sum	10400
Variance	9.544580491
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
0	6960	0.2%
1	2426	0.1%
2	750	< 0.1%
3	273	< 0.1%
4	167	< 0.1%
5	78	< 0.1%
7	69	< 0.1%
6	61	< 0.1%
8	44	< 0.1%
9	35	< 0.1%
Other values (34)	153	< 0.1%
(Missing)	3732794	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6960	0.2%
1	2426	0.1%
2	750	< 0.1%
3	273	< 0.1%
4	167	< 0.1%

Value	Count	Frequency (%)
96	1	< 0.1%
81	1	< 0.1%
75	1	< 0.1%
64	2	< 0.1%
56	1	< 0.1%

purposeofcred_426M
Text

Distinct	17
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.6 MiB

Length

Max length	12
Median length	8
Mean length	8.000185907
Min length	8

Characters and Unicode

Total characters	29951176
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	96a8fdfe
2nd row	60c73645
3rd row	60c73645
4th row	a55475b1
5th row	a55475b1

Value	Count	Frequency (%)
a55475b1	3090430	82.5%
60c73645	481706	12.9%
96a8fdfe	162468	4.3%
164ee705	3067	0.1%
e19fdece	2464	0.1%
9e302002	1427	< 0.1%
6ec903ee	747	< 0.1%
7a7d6960	541	< 0.1%
44164129	405	< 0.1%
p188_162_121	174	< 0.1%
Other values (7)	381	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
5	9756252	32.6%
4	3576450	11.9%
7	3576373	11.9%
a	3253603	10.9%
1	3097688	10.3%
b	3090742	10.3%
6	1131520	3.8%
0	490598	1.6%
c	485024	1.6%
3	484037	1.6%
Other values (8)	1008889	3.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	22448267	74.9%
Lowercase Letter	7502387	25.0%
Connector Punctuation	348	< 0.1%
Uppercase Letter	174	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	9756252	43.5%
4	3576450	15.9%
7	3576373	15.9%
1	3097688	13.8%
6	1131520	5.0%
0	490598	2.2%
3	484037	2.2%
9	168180	0.7%
8	163216	0.7%
2	3953	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
a	3253603	43.4%
b	3090742	41.2%
c	485024	6.5%
f	327647	4.4%
e	179787	2.4%
d	165584	2.2%

Connector Punctuation

Value	Count	Frequency (%)
_	348	100.0%

Uppercase Letter

Value	Count	Frequency (%)
P	174	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	22448615	75.0%
Latin	7502561	25.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	9756252	43.5%
4	3576450	15.9%
7	3576373	15.9%
1	3097688	13.8%
6	1131520	5.0%
0	490598	2.2%
3	484037	2.2%
9	168180	0.7%
8	163216	0.7%
2	3953	< 0.1%

Latin

Value	Count	Frequency (%)
a	3253603	43.4%
b	3090742	41.2%
c	485024	6.5%
f	327647	4.4%
e	179787	2.4%
d	165584	2.2%
P	174	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	29951176	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	9756252	32.6%
4	3576450	11.9%
7	3576373	11.9%
a	3253603	10.9%
1	3097688	10.3%
b	3090742	10.3%
6	1131520	3.8%
0	490598	1.6%
c	485024	1.6%
3	484037	1.6%
Other values (8)	1008889	3.4%

purposeofcred_874M
Text

Distinct	23
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.6 MiB

Length

Max length	12
Median length	8
Mean length	8.001958433
Min length	8

Characters and Unicode

Total characters	29957812
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	96a8fdfe
4th row	96a8fdfe
5th row	96a8fdfe

Value	Count	Frequency (%)
a55475b1	1670161	44.6%
60c73645	952838	25.5%
96a8fdfe	568579	15.2%
5065c2b8	467026	12.5%
e19fdece	37832	1.0%
d9ae1a0e	23162	0.6%
27b6de28	6868	0.2%
5d1b0cdd	4835	0.1%
89ccf2a3	2539	0.1%
d11871e7	2441	0.1%
Other values (13)	7529	0.2%

Most occurring characters

Value	Count	Frequency (%)
5	6902742	23.0%
6	2955561	9.9%
7	2640013	8.8%
4	2629250	8.8%
a	2289181	7.6%
b	2151066	7.2%
1	1755767	5.9%
c	1467735	4.9%
0	1449902	4.8%
f	1179207	3.9%
Other values (8)	4537388	15.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21466163	71.7%
Lowercase Letter	8486150	28.3%
Connector Punctuation	3666	< 0.1%
Uppercase Letter	1833	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	6902742	32.2%
6	2955561	13.8%
7	2640013	12.3%
4	2629250	12.2%
1	1755767	8.2%
0	1449902	6.8%
8	1053185	4.9%
3	955881	4.5%
9	635108	3.0%
2	488754	2.3%

Lowercase Letter

Value	Count	Frequency (%)
a	2289181	27.0%
b	2151066	25.3%
c	1467735	17.3%
f	1179207	13.9%
e	742559	8.8%
d	656402	7.7%

Connector Punctuation

Value	Count	Frequency (%)
_	3666	100.0%

Uppercase Letter

Value	Count	Frequency (%)
P	1833	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	21469829	71.7%
Latin	8487983	28.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	6902742	32.2%
6	2955561	13.8%
7	2640013	12.3%
4	2629250	12.2%
1	1755767	8.2%
0	1449902	6.8%
8	1053185	4.9%
3	955881	4.5%
9	635108	3.0%
2	488754	2.3%

Latin

Value	Count	Frequency (%)
a	2289181	27.0%
b	2151066	25.3%
c	1467735	17.3%
f	1179207	13.9%
e	742559	8.7%
d	656402	7.7%
P	1833	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	29957812	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	6902742	23.0%
6	2955561	9.9%
7	2640013	8.8%
4	2629250	8.8%
a	2289181	7.6%
b	2151066	7.2%
1	1755767	5.9%
c	1467735	4.9%
0	1449902	4.8%
f	1179207	3.9%
Other values (8)	4537388	15.1%

refreshdate_3813885D
Text

MISSING

Distinct	179
Distinct (%)	< 0.1%
Missing	1142858
Missing (%)	30.5%
Memory size	28.6 MiB

Length

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

Characters and Unicode

Total characters	26009520
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	2020-01-01
2nd row	2019-12-31
3rd row	2020-01-01
4th row	2019-01-03
5th row	2019-12-27

Value	Count	Frequency (%)
2019-11-03	444741	17.1%
2019-01-03	325119	12.5%
2019-12-13	283810	10.9%
2020-02-03	194739	7.5%
2020-03-01	145424	5.6%
2020-02-08	63580	2.4%
2020-04-16	44173	1.7%
2020-01-10	40985	1.6%
2020-01-13	39624	1.5%
2020-03-17	36221	1.4%
Other values (169)	982536	37.8%

Most occurring characters

Value	Count	Frequency (%)
0	7533731	29.0%
2	5360555	20.6%
-	5201904	20.0%
1	4035850	15.5%
3	1804276	6.9%
9	1180608	4.5%
6	223126	0.9%
5	188344	0.7%
4	181756	0.7%
7	165625	0.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	20807616	80.0%
Dash Punctuation	5201904	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	7533731	36.2%
2	5360555	25.8%
1	4035850	19.4%
3	1804276	8.7%
9	1180608	5.7%
6	223126	1.1%
5	188344	0.9%
4	181756	0.9%
7	165625	0.8%
8	133745	0.6%

Dash Punctuation

Value	Count	Frequency (%)
-	5201904	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	26009520	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	7533731	29.0%
2	5360555	20.6%
-	5201904	20.0%
1	4035850	15.5%
3	1804276	6.9%
9	1180608	4.5%
6	223126	0.9%
5	188344	0.7%
4	181756	0.7%
7	165625	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	26009520	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	7533731	29.0%
2	5360555	20.6%
-	5201904	20.0%
1	4035850	15.5%
3	1804276	6.9%
9	1180608	4.5%
6	223126	0.9%
5	188344	0.7%
4	181756	0.7%
7	165625	0.6%

residualamount_488A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	5
Distinct (%)	< 0.1%
Missing	3478174
Missing (%)	92.9%
Infinite	0
Infinite (%)	0.0%
Mean	1.575526058

Minimum	0
Maximum	239912.92
Zeros	265632
Zeros (%)	7.1%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	239912.92
Range	239912.92
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	547.4277149
Coefficient of variation (CV)	347.4570998
Kurtosis	158227.2889
Mean	1.575526058
Median Absolute Deviation (MAD)	0
Skewness	389.3798707
Sum	418516.44
Variance	299677.103
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
0	265632	7.1%
21028.402	1	< 0.1%
11001.038	1	< 0.1%
146574.08	1	< 0.1%
239912.92	1	< 0.1%
(Missing)	3478174	92.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	265632	7.1%
11001.038	1	< 0.1%
21028.402	1	< 0.1%
146574.08	1	< 0.1%
239912.92	1	< 0.1%

Value	Count	Frequency (%)
239912.92	1	< 0.1%
146574.08	1	< 0.1%
21028.402	1	< 0.1%
11001.038	1	< 0.1%
0	265632	7.1%

residualamount_856A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	153166
Distinct (%)	50.7%
Missing	3441750
Missing (%)	91.9%
Infinite	0
Infinite (%)	0.0%
Mean	45687.78671

Minimum	0
Maximum	66000000
Zeros	116565
Zeros (%)	3.1%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	7493.37
Q3	46510.4425
95-th percentile	208385.6965
Maximum	66000000
Range	66000000
Interquartile range (IQR)	46510.4425

Descriptive statistics

Standard deviation	155227.4807
Coefficient of variation (CV)	3.397570595
Kurtosis	108118.5086
Mean	45687.78671
Median Absolute Deviation (MAD)	7493.37
Skewness	257.5233858
Sum	1.380045285 × 10¹⁰
Variance	2.409557076 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	116565	3.1%
200000	322	< 0.1%
10000	266	< 0.1%
20000	245	< 0.1%
30000	205	< 0.1%
40000	203	< 0.1%
100000	199	< 0.1%
4000	152	< 0.1%
6000	105	< 0.1%
60000	105	< 0.1%
Other values (153156)	183693	4.9%
(Missing)	3441750	91.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	116565	3.1%
0.002	1	< 0.1%
0.006	1	< 0.1%
0.030000001	1	< 0.1%
0.042	1	< 0.1%

Value	Count	Frequency (%)
66000000	1	< 0.1%
14000000	1	< 0.1%
2508491.8	1	< 0.1%
2495764.8	1	< 0.1%
2022909.2	1	< 0.1%

subjectrole_182M
Text

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.6 MiB

Length

Max length	9
Median length	8
Mean length	8.000228644
Min length	8

Characters and Unicode

Total characters	29951336
Distinct characters	17
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	3441306	91.9%
ab3c25cf	291967	7.8%
be4fd70b	5316	0.1%
daf49a8a	3854	0.1%
p28_48_88	856	< 0.1%
15f04f45	507	< 0.1%
0c42a10e	3	< 0.1%
71ddaa88	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
5	10616899	35.4%
a	3744840	12.5%
b	3743905	12.5%
4	3452349	11.5%
7	3446623	11.5%
1	3441817	11.5%
c	583937	1.9%
f	302151	1.0%
2	292826	1.0%
3	291967	1.0%
Other values (7)	34022	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21559444	72.0%
Lowercase Letter	8389324	28.0%
Connector Punctuation	1712	< 0.1%
Uppercase Letter	856	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	10616899	49.2%
4	3452349	16.0%
7	3446623	16.0%
1	3441817	16.0%
2	292826	1.4%
3	291967	1.4%
8	7280	< 0.1%
0	5829	< 0.1%
9	3854	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
a	3744840	44.6%
b	3743905	44.6%
c	583937	7.0%
f	302151	3.6%
d	9172	0.1%
e	5319	0.1%

Connector Punctuation

Value	Count	Frequency (%)
_	1712	100.0%

Uppercase Letter

Value	Count	Frequency (%)
P	856	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	21561156	72.0%
Latin	8390180	28.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	10616899	49.2%
4	3452349	16.0%
7	3446623	16.0%
1	3441817	16.0%
2	292826	1.4%
3	291967	1.4%
8	7280	< 0.1%
0	5829	< 0.1%
9	3854	< 0.1%
_	1712	< 0.1%

Latin

Value	Count	Frequency (%)
a	3744840	44.6%
b	3743905	44.6%
c	583937	7.0%
f	302151	3.6%
d	9172	0.1%
e	5319	0.1%
P	856	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	29951336	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	10616899	35.4%
a	3744840	12.5%
b	3743905	12.5%
4	3452349	11.5%
7	3446623	11.5%
1	3441817	11.5%
c	583937	1.9%
f	302151	1.0%
2	292826	1.0%
3	291967	1.0%
Other values (7)	34022	0.1%

subjectrole_93M
Text

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.6 MiB

Length

Max length	9
Median length	8
Mean length	8.000000534
Min length	8

Characters and Unicode

Total characters	29950482
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	3436989	91.8%
ab3c25cf	294527	7.9%
be4fd70b	6081	0.2%
daf49a8a	4726	0.1%
15f04f45	1445	< 0.1%
71ddaa88	35	< 0.1%
0c42a10e	4	< 0.1%
p28_48_88	2	< 0.1%
652d52e3	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
5	10608386	35.4%
a	3745768	12.5%
b	3743678	12.5%
4	3450692	11.5%
7	3443105	11.5%
1	3438473	11.5%
c	589058	2.0%
f	308224	1.0%
2	294535	1.0%
3	294528	1.0%
Other values (8)	34035	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21546784	71.9%
Lowercase Letter	8403692	28.1%
Connector Punctuation	4	< 0.1%
Uppercase Letter	2	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	10608386	49.2%
4	3450692	16.0%
7	3443105	16.0%
1	3438473	16.0%
2	294535	1.4%
3	294528	1.4%
0	7534	< 0.1%
8	4804	< 0.1%
9	4726	< 0.1%
6	1	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
a	3745768	44.6%
b	3743678	44.5%
c	589058	7.0%
f	308224	3.7%
d	10878	0.1%
e	6086	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	21546788	71.9%
Latin	8403694	28.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	10608386	49.2%
4	3450692	16.0%
7	3443105	16.0%
1	3438473	16.0%
2	294535	1.4%
3	294528	1.4%
0	7534	< 0.1%
8	4804	< 0.1%
9	4726	< 0.1%
_	4	< 0.1%

Latin

Value	Count	Frequency (%)
a	3745768	44.6%
b	3743678	44.5%
c	589058	7.0%
f	308224	3.7%
d	10878	0.1%
e	6086	0.1%
P	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	29950482	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	10608386	35.4%
a	3745768	12.5%
b	3743678	12.5%
4	3450692	11.5%
7	3443105	11.5%
1	3438473	11.5%
c	589058	2.0%
f	308224	1.0%
2	294535	1.0%
3	294528	1.0%
Other values (8)	34035	0.1%

totalamount_6A
Real number (ℝ)

MISSING SKEWED

Distinct	258750
Distinct (%)	14.3%
Missing	1937086
Missing (%)	51.7%
Infinite	0
Infinite (%)	0.0%
Mean	82442.50455

Minimum	0
Maximum	635000000
Zeros	2629
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	3800
Q1	12000
median	27275.9
Q3	60000
95-th percentile	260000
Maximum	635000000
Range	635000000
Interquartile range (IQR)	48000

Descriptive statistics

Standard deviation	901351.1778
Coefficient of variation (CV)	10.93308825
Kurtosis	186395.0143
Mean	82442.50455
Median Absolute Deviation (MAD)	18020.299
Skewness	346.4477652
Sum	1.489508516 × 10¹¹
Variance	8.124339458 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20000	36065	1.0%
30000	35854	1.0%
40000	33608	0.9%
60000	29951	0.8%
10000	24942	0.7%
4000	24672	0.7%
100000	24474	0.7%
6000	21510	0.6%
2000	20914	0.6%
3000	19551	0.5%
Other values (258740)	1535183	41.0%
(Missing)	1937086	51.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2629	0.1%
0.002	1	< 0.1%
0.4	1	< 0.1%
4	2	< 0.1%
4.2000003	1	< 0.1%

Value	Count	Frequency (%)
635000000	1	< 0.1%
360353860	1	< 0.1%
358034020	1	< 0.1%
347134700	1	< 0.1%
244000000	1	< 0.1%

totalamount_996A
Real number (ℝ)

MISSING SKEWED

Distinct	108139
Distinct (%)	31.2%
Missing	3397081
Missing (%)	90.7%
Infinite	0
Infinite (%)	0.0%
Mean	225792.6409

Minimum	37.4
Maximum	378982270
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	37.4
5-th percentile	10360
Q1	27733.201
median	62992
Q3	170137
95-th percentile	886093.12
Maximum	378982270
Range	378982232.6
Interquartile range (IQR)	142403.799

Descriptive statistics

Standard deviation	1472321.497
Coefficient of variation (CV)	6.52067973
Kurtosis	34927.08339
Mean	225792.6409
Median Absolute Deviation (MAD)	44008
Skewness	157.6671532
Sum	7.828885659 × 10¹⁰
Variance	2.16773059 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100000	7644	0.2%
200000	5310	0.1%
60000	4330	0.1%
40000	4162	0.1%
20000	3523	0.1%
30000	3181	0.1%
400000	2445	0.1%
80000	2393	0.1%
300000	2231	0.1%
150000	2139	0.1%
Other values (108129)	309371	8.3%
(Missing)	3397081	90.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
37.4	1	< 0.1%
320	1	< 0.1%
400	1	< 0.1%
600	1	< 0.1%
646	1	< 0.1%

Value	Count	Frequency (%)
378982270	1	< 0.1%
360353860	1	< 0.1%
347134700	1	< 0.1%
232511470	1	< 0.1%
146862500	1	< 0.1%

totaldebtoverduevalue_178A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	14201
Distinct (%)	4.7%
Missing	3441306
Missing (%)	91.9%
Infinite	0
Infinite (%)	0.0%
Mean	3805.408681

Minimum	0
Maximum	428557340
Zeros	286308
Zeros (%)	7.6%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	11.5417
Maximum	428557340
Range	428557340
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	788997.8709
Coefficient of variation (CV)	207.3359098
Kurtosis	287756.2305
Mean	3805.408681
Median Absolute Deviation (MAD)	0
Skewness	530.4208004
Sum	1151151348
Variance	6.225176403 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	286308	7.6%
10	51	< 0.1%
14	43	< 0.1%
99.8	32	< 0.1%
6000	29	< 0.1%
1	26	< 0.1%
0.2	25	< 0.1%
4228	25	< 0.1%
2.4	20	< 0.1%
2	19	< 0.1%
Other values (14191)	15926	0.4%
(Missing)	3441306	91.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	286308	7.6%
0.002	3	< 0.1%
0.004	1	< 0.1%
0.006	3	< 0.1%
0.008	4	< 0.1%

Value	Count	Frequency (%)
428557340	1	< 0.1%
32670790	1	< 0.1%
26681114	1	< 0.1%
23983900	1	< 0.1%
23045082	1	< 0.1%

totaldebtoverduevalue_718A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	325
Distinct (%)	0.1%
Missing	3436989
Missing (%)	91.8%
Infinite	0
Infinite (%)	0.0%
Mean	124.2405821

Minimum	0
Maximum	480810
Zeros	306384
Zeros (%)	8.2%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	480810
Range	480810
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	5618.443278
Coefficient of variation (CV)	45.22228712
Kurtosis	3727.602795
Mean	124.2405821
Median Absolute Deviation (MAD)	0
Skewness	57.69378788
Sum	38119619.65
Variance	31566904.86
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	306384	8.2%
0.2	17	< 0.1%
0.4	16	< 0.1%
0.6	15	< 0.1%
1	12	< 0.1%
0.8	9	< 0.1%
1.2	7	< 0.1%
1.6	5	< 0.1%
4	4	< 0.1%
5.4	4	< 0.1%
Other values (315)	348	< 0.1%
(Missing)	3436989	91.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	306384	8.2%
0.072000004	1	< 0.1%
0.2	17	< 0.1%
0.4	16	< 0.1%
0.6	15	< 0.1%

Value	Count	Frequency (%)
480810	1	< 0.1%
433195	1	< 0.1%
429100	1	< 0.1%
426325	1	< 0.1%
421675	1	< 0.1%

totaloutstanddebtvalue_39A
Real number (ℝ)

MISSING SKEWED

Distinct	261674
Distinct (%)	86.5%
Missing	3441306
Missing (%)	91.9%
Infinite	0
Infinite (%)	0.0%
Mean	240404.7107

Minimum	0
Maximum	948016600
Zeros	31326
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	20149.888
median	78556.645
Q3	211022.7125
95-th percentile	927773.874
Maximum	948016600
Range	948016600
Interquartile range (IQR)	190872.8245

Descriptive statistics

Standard deviation	2144488.265
Coefficient of variation (CV)	8.920325475
Kurtosis	134644.6721
Mean	240404.7107
Median Absolute Deviation (MAD)	70268.7625
Skewness	330.4401467
Sum	7.272338659 × 10¹⁰
Variance	4.598829918 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	31326	0.8%
200000	129	< 0.1%
100000	84	< 0.1%
40000	70	< 0.1%
20000	66	< 0.1%
10000	61	< 0.1%
30000	56	< 0.1%
60000	52	< 0.1%
12000	47	< 0.1%
400000	38	< 0.1%
Other values (261664)	270575	7.2%
(Missing)	3441306	91.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	31326	0.8%
0.002	1	< 0.1%
0.028	1	< 0.1%
0.14600001	1	< 0.1%
0.2	2	< 0.1%

Value	Count	Frequency (%)
948016600	1	< 0.1%
465430940	1	< 0.1%
267138050	1	< 0.1%
221618380	1	< 0.1%
84338510	1	< 0.1%

totaloutstanddebtvalue_668A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	261
Distinct (%)	0.1%
Missing	3436989
Missing (%)	91.8%
Infinite	0
Infinite (%)	0.0%
Mean	32.03262567

Minimum	0
Maximum	1077763.1
Zeros	306406
Zeros (%)	8.2%
Negative	0
Negative (%)	0.0%
Memory size	28.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1077763.1
Range	1077763.1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3536.641246
Coefficient of variation (CV)	110.4074728
Kurtosis	46176.56361
Mean	32.03262567
Median Absolute Deviation (MAD)	0
Skewness	194.5313543
Sum	9828282.242
Variance	12507831.31
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	306406	8.2%
0.2	25	< 0.1%
0.4	21	< 0.1%
0.6	18	< 0.1%
1	14	< 0.1%
0.8	11	< 0.1%
1.2	9	< 0.1%
1.6	5	< 0.1%
5.4	4	< 0.1%
4	4	< 0.1%
Other values (251)	304	< 0.1%
(Missing)	3436989	91.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	306406	8.2%
0.2	25	< 0.1%
0.4	21	< 0.1%
0.6	18	< 0.1%
0.792	2	< 0.1%

Value	Count	Frequency (%)
1077763.1	1	< 0.1%
793499.6	1	< 0.1%
700000	1	< 0.1%
577977.2	1	< 0.1%
439192.25	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