Profiling Report: train_credit_bureau_a_1

Dataset statistics

Number of variables	79
Number of observations	4108212
Missing cells	244050042
Missing cells (%)	75.2%
Total size in memory	2.4 GiB
Average record size in memory	632.0 B

Variable types

Numeric	55
Text	23
Unsupported	1

Alerts

`annualeffectiverate_199L` has 4071231 (99.1%) missing values	Missing
`annualeffectiverate_63L` has 4035875 (98.2%) missing values	Missing
`contractsum_5085717L` has 4108212 (100.0%) missing values	Missing
`credlmt_230A` has 4043918 (98.4%) missing values	Missing
`credlmt_935A` has 3810159 (92.7%) missing values	Missing
`dateofcredend_289D` has 3449815 (84.0%) missing values	Missing
`dateofcredend_353D` has 3651494 (88.9%) missing values	Missing
`dateofcredstart_181D` has 3651491 (88.9%) missing values	Missing
`dateofcredstart_739D` has 3449815 (84.0%) missing values	Missing
`dateofrealrepmt_138D` has 3654366 (89.0%) missing values	Missing
`debtoutstand_525A` has 3773397 (91.9%) missing values	Missing
`debtoverdue_47A` has 3773397 (91.9%) missing values	Missing
`dpdmax_139P` has 3452623 (84.0%) missing values	Missing
`dpdmax_757P` has 3667919 (89.3%) missing values	Missing
`dpdmaxdatemonth_442T` has 3667919 (89.3%) missing values	Missing
`dpdmaxdatemonth_89T` has 3452623 (84.0%) missing values	Missing
`dpdmaxdateyear_596T` has 3452623 (84.0%) missing values	Missing
`dpdmaxdateyear_896T` has 3667919 (89.3%) missing values	Missing
`instlamount_768A` has 3813073 (92.8%) missing values	Missing
`instlamount_852A` has 4067156 (99.0%) missing values	Missing
`interestrate_508L` has 4102975 (99.9%) missing values	Missing
`lastupdate_1112D` has 3449815 (84.0%) missing values	Missing
`lastupdate_388D` has 3651506 (88.9%) missing values	Missing
`monthlyinstlamount_332A` has 3452923 (84.0%) missing values	Missing
`monthlyinstlamount_674A` has 3687335 (89.8%) missing values	Missing
`nominalrate_281L` has 3863576 (94.0%) missing values	Missing
`nominalrate_498L` has 3969804 (96.6%) missing values	Missing
`numberofcontrsvalue_258L` has 3770638 (91.8%) missing values	Missing
`numberofcontrsvalue_358L` has 3809610 (92.7%) missing values	Missing
`numberofinstls_229L` has 3715974 (90.5%) missing values	Missing
`numberofinstls_320L` has 3747975 (91.2%) missing values	Missing
`numberofoutstandinstls_520L` has 3715663 (90.4%) missing values	Missing
`numberofoutstandinstls_59L` has 3747993 (91.2%) missing values	Missing
`numberofoverdueinstlmax_1039L` has 3449815 (84.0%) missing values	Missing
`numberofoverdueinstlmax_1151L` has 3651491 (88.9%) missing values	Missing
`numberofoverdueinstlmaxdat_148D` has 3971294 (96.7%) missing values	Missing
`numberofoverdueinstlmaxdat_641D` has 3940253 (95.9%) missing values	Missing
`numberofoverdueinstls_725L` has 3452684 (84.0%) missing values	Missing
`numberofoverdueinstls_834L` has 3652014 (88.9%) missing values	Missing
`outstandingamount_354A` has 3715535 (90.4%) missing values	Missing
`outstandingamount_362A` has 3747881 (91.2%) missing values	Missing
`overdueamount_31A` has 3651899 (88.9%) missing values	Missing
`overdueamount_659A` has 3452681 (84.0%) missing values	Missing
`overdueamountmax2_14A` has 3449815 (84.0%) missing values	Missing
`overdueamountmax2_398A` has 3651491 (88.9%) missing values	Missing
`overdueamountmax2date_1002D` has 3972755 (96.7%) missing values	Missing
`overdueamountmax2date_1142D` has 3938602 (95.9%) missing values	Missing
`overdueamountmax_155A` has 3449815 (84.0%) missing values	Missing
`overdueamountmax_35A` has 3667444 (89.3%) missing values	Missing
`overdueamountmaxdatemonth_284T` has 3667444 (89.3%) missing values	Missing
`overdueamountmaxdatemonth_365T` has 3449815 (84.0%) missing values	Missing
`overdueamountmaxdateyear_2T` has 3449815 (84.0%) missing values	Missing
`overdueamountmaxdateyear_994T` has 3667444 (89.3%) missing values	Missing
`periodicityofpmts_1102L` has 3748546 (91.2%) missing values	Missing
`periodicityofpmts_837L` has 3755452 (91.4%) missing values	Missing
`prolongationcount_1120L` has 4081757 (99.4%) missing values	Missing
`prolongationcount_599L` has 4102220 (99.9%) missing values	Missing
`refreshdate_3813885D` has 1429958 (34.8%) missing values	Missing
`residualamount_488A` has 4044452 (98.4%) missing values	Missing
`residualamount_856A` has 3813073 (92.8%) missing values	Missing
`totalamount_6A` has 3715421 (90.4%) missing values	Missing
`totalamount_996A` has 3747868 (91.2%) missing values	Missing
`totaldebtoverduevalue_178A` has 3770638 (91.8%) missing values	Missing
`totaldebtoverduevalue_718A` has 3809610 (92.7%) missing values	Missing
`totaloutstanddebtvalue_39A` has 3770638 (91.8%) missing values	Missing
`totaloutstanddebtvalue_668A` has 3809610 (92.7%) missing values	Missing
`annualeffectiverate_63L` is highly skewed (γ1 = 35.44180866)	Skewed
`credlmt_230A` is highly skewed (γ1 = 135.1175142)	Skewed
`credlmt_935A` is highly skewed (γ1 = 264.6687613)	Skewed
`debtoutstand_525A` is highly skewed (γ1 = 386.7162334)	Skewed
`debtoverdue_47A` is highly skewed (γ1 = 310.1137253)	Skewed
`dpdmax_757P` is highly skewed (γ1 = 158.2084117)	Skewed
`interestrate_508L` is highly skewed (γ1 = 24.39477055)	Skewed
`monthlyinstlamount_332A` is highly skewed (γ1 = 327.3242395)	Skewed
`monthlyinstlamount_674A` is highly skewed (γ1 = 407.1228449)	Skewed
`nominalrate_281L` is highly skewed (γ1 = 130.5647455)	Skewed
`nominalrate_498L` is highly skewed (γ1 = 56.41200028)	Skewed
`numberofoutstandinstls_520L` is highly skewed (γ1 = 74.83680843)	Skewed
`numberofoverdueinstlmax_1039L` is highly skewed (γ1 = 90.37811423)	Skewed
`numberofoverdueinstlmax_1151L` is highly skewed (γ1 = 280.671289)	Skewed
`numberofoverdueinstls_725L` is highly skewed (γ1 = 20.96103777)	Skewed
`numberofoverdueinstls_834L` is highly skewed (γ1 = 97.95482955)	Skewed
`outstandingamount_354A` is highly skewed (γ1 = 311.8560199)	Skewed
`outstandingamount_362A` is highly skewed (γ1 = 487.0921733)	Skewed
`overdueamount_31A` is highly skewed (γ1 = 144.0515936)	Skewed
`overdueamount_659A` is highly skewed (γ1 = 477.9428866)	Skewed
`overdueamountmax2_14A` is highly skewed (γ1 = 265.4617439)	Skewed
`overdueamountmax2_398A` is highly skewed (γ1 = 213.5484334)	Skewed
`overdueamountmax_155A` is highly skewed (γ1 = 350.8231859)	Skewed
`overdueamountmax_35A` is highly skewed (γ1 = 248.4321213)	Skewed
`periodicityofpmts_1102L` is highly skewed (γ1 = 46.13117812)	Skewed
`periodicityofpmts_837L` is highly skewed (γ1 = 23.45458419)	Skewed
`residualamount_488A` is highly skewed (γ1 = 252.5074256)	Skewed
`residualamount_856A` is highly skewed (γ1 = 234.7795756)	Skewed
`totalamount_6A` is highly skewed (γ1 = 157.8880663)	Skewed
`totalamount_996A` is highly skewed (γ1 = 462.3917867)	Skewed
`totaldebtoverduevalue_178A` is highly skewed (γ1 = 317.0916596)	Skewed
`totaldebtoverduevalue_718A` is highly skewed (γ1 = 62.28840764)	Skewed
`totaloutstanddebtvalue_39A` is highly skewed (γ1 = 409.4556995)	Skewed
`totaloutstanddebtvalue_668A` is highly skewed (γ1 = 487.9555286)	Skewed
`contractsum_5085717L` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`credlmt_935A` has 93496 (2.3%) zeros	Zeros
`debtoutstand_525A` has 46802 (1.1%) zeros	Zeros
`debtoverdue_47A` has 317743 (7.7%) zeros	Zeros
`dpdmax_139P` has 520988 (12.7%) zeros	Zeros
`dpdmax_757P` has 312253 (7.6%) zeros	Zeros
`instlamount_768A` has 117602 (2.9%) zeros	Zeros
`monthlyinstlamount_332A` has 118642 (2.9%) zeros	Zeros
`monthlyinstlamount_674A` has 219375 (5.3%) zeros	Zeros
`num_group1` has 335275 (8.2%) zeros	Zeros
`numberofinstls_229L` has 88926 (2.2%) zeros	Zeros
`numberofoutstandinstls_520L` has 391852 (9.5%) zeros	Zeros
`numberofoverdueinstlmax_1039L` has 490438 (11.9%) zeros	Zeros
`numberofoverdueinstlmax_1151L` has 319803 (7.8%) zeros	Zeros
`numberofoverdueinstls_725L` has 636359 (15.5%) zeros	Zeros
`numberofoverdueinstls_834L` has 455861 (11.1%) zeros	Zeros
`outstandingamount_354A` has 392566 (9.6%) zeros	Zeros
`overdueamount_31A` has 456195 (11.1%) zeros	Zeros
`overdueamount_659A` has 636362 (15.5%) zeros	Zeros
`overdueamountmax2_14A` has 488787 (11.9%) zeros	Zeros
`overdueamountmax2_398A` has 321264 (7.8%) zeros	Zeros
`overdueamountmax_155A` has 521121 (12.7%) zeros	Zeros
`overdueamountmax_35A` has 311547 (7.6%) zeros	Zeros
`residualamount_488A` has 63759 (1.6%) zeros	Zeros
`residualamount_856A` has 122406 (3.0%) zeros	Zeros
`totaldebtoverduevalue_178A` has 320411 (7.8%) zeros	Zeros
`totaldebtoverduevalue_718A` has 298208 (7.3%) zeros	Zeros
`totaloutstanddebtvalue_668A` has 298175 (7.3%) zeros	Zeros

Reproduction

Analysis started	2024-02-13 19:38:19.995630
Analysis finished	2024-02-13 19:38:42.338382
Duration	22.34 seconds
Software version	ydata-profiling vv4.6.4
Download configuration	config.json

case_id
Real number (ℝ)

Distinct	335275
Distinct (%)	8.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1170392.41

Minimum	388
Maximum	2588481
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	388
5-th percentile	107971
Q1	662301
median	1290768
Q3	1382857
95-th percentile	2570990
Maximum	2588481
Range	2588093
Interquartile range (IQR)	720556

Descriptive statistics

Standard deviation	715611.9713
Coefficient of variation (CV)	0.6114290942
Kurtosis	-0.1838356875
Mean	1170392.41
Median Absolute Deviation (MAD)	575065
Skewness	0.4645807812
Sum	4.808220145 × 10¹²
Variance	5.121004935 × 10¹¹
Monotonicity	Increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
674781	281	< 0.1%
1396592	248	< 0.1%
1383556	247	< 0.1%
1295017	246	< 0.1%
1326462	170	< 0.1%
1308352	167	< 0.1%
1300000	153	< 0.1%
1366678	150	< 0.1%
1270558	130	< 0.1%
1344712	124	< 0.1%
Other values (335265)	4106296	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
388	11	< 0.1%
405	11	< 0.1%
409	11	< 0.1%
410	11	< 0.1%
411	11	< 0.1%

Value	Count	Frequency (%)
2588481	11	< 0.1%
2588480	12	< 0.1%
2588479	11	< 0.1%
2588478	11	< 0.1%
2588477	11	< 0.1%

annualeffectiverate_199L
Real number (ℝ)

MISSING

Distinct	3091
Distinct (%)	8.4%
Missing	4071231
Missing (%)	99.1%
Infinite	0
Infinite (%)	0.0%
Mean	612.0496455

Minimum	0
Maximum	73000
Zeros	1397
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.12
Q1	9.13
median	35.7
Q3	96.3
95-th percentile	730
Maximum	73000
Range	73000
Interquartile range (IQR)	87.17

Descriptive statistics

Standard deviation	5408.498639
Coefficient of variation (CV)	8.836699243
Kurtosis	141.9981679
Mean	612.0496455
Median Absolute Deviation (MAD)	32.23
Skewness	11.78652567
Sum	22634207.94
Variance	29251857.53
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
96.3	3855	0.1%
730	2007	< 0.1%
98.55	1987	< 0.1%
0.12	1711	< 0.1%
365	1528	< 0.1%
0	1397	< 0.1%
438	1075	< 0.1%
7.3	1013	< 0.1%
55.62	846	< 0.1%
5.48	528	< 0.1%
Other values (3081)	21034	0.5%
(Missing)	4071231	99.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1397	< 0.1%
0.08	2	< 0.1%
0.09	50	< 0.1%
0.1	41	< 0.1%
0.11	246	< 0.1%

Value	Count	Frequency (%)
73000	63	< 0.1%
69350	102	< 0.1%
62415	1	< 0.1%
58973.57	1	< 0.1%
55480	38	< 0.1%

annualeffectiverate_63L
Real number (ℝ)

MISSING SKEWED

Distinct	4305
Distinct (%)	6.0%
Missing	4035875
Missing (%)	98.2%
Infinite	0
Infinite (%)	0.0%
Mean	84.05078673

Minimum	0
Maximum	73000
Zeros	1976
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.11
Q1	0.55
median	22.85
Q3	35.88
95-th percentile	51.96
Maximum	73000
Range	73000
Interquartile range (IQR)	35.33

Descriptive statistics

Standard deviation	1860.202377
Coefficient of variation (CV)	22.13188537
Kurtosis	1298.819167
Mean	84.05078673
Median Absolute Deviation (MAD)	17.73
Skewness	35.44180866
Sum	6079981.76
Variance	3460352.885
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.12	11984	0.3%
0.11	2010	< 0.1%
0	1976	< 0.1%
96.3	1562	< 0.1%
5.11	1201	< 0.1%
26.8	775	< 0.1%
0.13	511	< 0.1%
68.3	326	< 0.1%
0.5	309	< 0.1%
0.3	308	< 0.1%
Other values (4295)	51375	1.3%
(Missing)	4035875	98.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1976	< 0.1%
0.01	5	< 0.1%
0.08	3	< 0.1%
0.09	45	< 0.1%
0.1	196	< 0.1%

Value	Count	Frequency (%)
73000	16	< 0.1%
69350	26	< 0.1%
55480	1	< 0.1%
54750	3	< 0.1%
48545	4	< 0.1%

classificationofcontr_13M
Text

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	31.3 MiB

Length

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

Characters and Unicode

Total characters	32865696
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	4408ff0f
2nd row	ea6782cc
3rd row	a55475b1
4th row	a55475b1
5th row	a55475b1

Value	Count	Frequency (%)
a55475b1	3450380	84.0%
ea6782cc	573453	14.0%
01f63ac8	50212	1.2%
00135d9c	23276	0.6%
4408ff0f	9503	0.2%
1cf4e481	724	< 0.1%
be7b251d	461	< 0.1%
87bdbcba	89	< 0.1%
2c070815	68	< 0.1%
4a5a01e3	40	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
5	10374991	31.6%
a	4074220	12.4%
7	4024451	12.2%
1	3525885	10.7%
4	3470874	10.6%
b	3451569	10.5%
c	1221275	3.7%
8	634061	1.9%
6	623665	1.9%
e	574678	1.7%
Other values (6)	890027	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	23440677	71.3%
Lowercase Letter	9425019	28.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	10374991	44.3%
7	4024451	17.2%
1	3525885	15.0%
4	3470874	14.8%
8	634061	2.7%
6	623665	2.7%
2	573988	2.4%
0	115952	0.5%
3	73528	0.3%
9	23282	0.1%

Lowercase Letter

Value	Count	Frequency (%)
a	4074220	43.2%
b	3451569	36.6%
c	1221275	13.0%
e	574678	6.1%
f	79445	0.8%
d	23832	0.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	23440677	71.3%
Latin	9425019	28.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	10374991	44.3%
7	4024451	17.2%
1	3525885	15.0%
4	3470874	14.8%
8	634061	2.7%
6	623665	2.7%
2	573988	2.4%
0	115952	0.5%
3	73528	0.3%
9	23282	0.1%

Latin

Value	Count	Frequency (%)
a	4074220	43.2%
b	3451569	36.6%
c	1221275	13.0%
e	574678	6.1%
f	79445	0.8%
d	23832	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	32865696	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	10374991	31.6%
a	4074220	12.4%
7	4024451	12.2%
1	3525885	10.7%
4	3470874	10.6%
b	3451569	10.5%
c	1221275	3.7%
8	634061	1.9%
6	623665	1.9%
e	574678	1.7%
Other values (6)	890027	2.7%

classificationofcontr_400M
Text

Distinct	269
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	31.3 MiB

Length

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

Characters and Unicode

Total characters	32865696
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	49 ?
Unique (%)	< 0.1%

Sample

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

Value	Count	Frequency (%)
a55475b1	3652298	88.9%
ea6782cc	278136	6.8%
01f63ac8	58625	1.4%
00135d9c	22106	0.5%
42a42e75	13884	0.3%
9158339f	8060	0.2%
4408ff0f	7587	0.2%
130920c8	6894	0.2%
f0a30139	5473	0.1%
e6e56e83	5321	0.1%
Other values (259)	49828	1.2%

Most occurring characters

Value	Count	Frequency (%)
5	11030807	33.6%
a	4026229	12.3%
7	3974278	12.1%
1	3774844	11.5%
4	3729849	11.3%
b	3674730	11.2%
c	661141	2.0%
8	387897	1.2%
6	377898	1.1%
2	358321	1.1%
Other values (6)	869702	2.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	24016574	73.1%
Lowercase Letter	8849122	26.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	11030807	45.9%
7	3974278	16.5%
1	3774844	15.7%
4	3729849	15.5%
8	387897	1.6%
6	377898	1.6%
2	358321	1.5%
0	155400	0.6%
3	147051	0.6%
9	80229	0.3%

Lowercase Letter

Value	Count	Frequency (%)
a	4026229	45.5%
b	3674730	41.5%
c	661141	7.5%
e	334946	3.8%
f	102182	1.2%
d	49894	0.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	24016574	73.1%
Latin	8849122	26.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	11030807	45.9%
7	3974278	16.5%
1	3774844	15.7%
4	3729849	15.5%
8	387897	1.6%
6	377898	1.6%
2	358321	1.5%
0	155400	0.6%
3	147051	0.6%
9	80229	0.3%

Latin

Value	Count	Frequency (%)
a	4026229	45.5%
b	3674730	41.5%
c	661141	7.5%
e	334946	3.8%
f	102182	1.2%
d	49894	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	32865696	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	11030807	33.6%
a	4026229	12.3%
7	3974278	12.1%
1	3774844	11.5%
4	3729849	11.3%
b	3674730	11.2%
c	661141	2.0%
8	387897	1.2%
6	377898	1.1%
2	358321	1.1%
Other values (6)	869702	2.6%

contractst_545M
Text

Distinct	43
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	31.3 MiB

Length

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

Characters and Unicode

Total characters	32865696
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	7 ?
Unique (%)	< 0.1%

Sample

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

Value	Count	Frequency (%)
a55475b1	3451448	84.0%
7241344e	635548	15.5%
8f3a197f	6330	0.2%
0dc85f9d	5667	0.1%
dd67cff0	1935	< 0.1%
a52d5641	1690	< 0.1%
b919198c	1652	< 0.1%
885ce291	970	< 0.1%
7640edc3	541	< 0.1%
83931972	458	< 0.1%
Other values (33)	1973	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
5	10365152	31.5%
4	5361453	16.3%
1	4100315	12.5%
7	4097024	12.5%
a	3460003	10.5%
b	3453665	10.5%
3	644779	2.0%
2	640125	1.9%
e	638788	1.9%
f	22824	0.1%
Other values (6)	81568	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	25260342	76.9%
Lowercase Letter	7605354	23.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	10365152	41.0%
4	5361453	21.2%
1	4100315	16.2%
7	4097024	16.2%
3	644779	2.6%
2	640125	2.5%
9	20554	0.1%
8	16885	0.1%
0	8826	< 0.1%
6	5229	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
a	3460003	45.5%
b	3453665	45.4%
e	638788	8.4%
f	22824	0.3%
d	18965	0.2%
c	11109	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	25260342	76.9%
Latin	7605354	23.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	10365152	41.0%
4	5361453	21.2%
1	4100315	16.2%
7	4097024	16.2%
3	644779	2.6%
2	640125	2.5%
9	20554	0.1%
8	16885	0.1%
0	8826	< 0.1%
6	5229	< 0.1%

Latin

Value	Count	Frequency (%)
a	3460003	45.5%
b	3453665	45.4%
e	638788	8.4%
f	22824	0.3%
d	18965	0.2%
c	11109	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	32865696	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	10365152	31.5%
4	5361453	16.3%
1	4100315	12.5%
7	4097024	12.5%
a	3460003	10.5%
b	3453665	10.5%
3	644779	2.0%
2	640125	1.9%
e	638788	1.9%
f	22824	0.1%
Other values (6)	81568	0.2%

contractst_964M
Text

Distinct	156
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	31.3 MiB

Length

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

Characters and Unicode

Total characters	32865696
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	31 ?
Unique (%)	< 0.1%

Sample

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

Value	Count	Frequency (%)
a55475b1	3651620	88.9%
7241344e	424070	10.3%
8f3a197f	8369	0.2%
a3386307	4866	0.1%
8260bab9	3278	0.1%
d7416962	3135	0.1%
b83056f9	1554	< 0.1%
4476359f	1335	< 0.1%
3dc5f434	1314	< 0.1%
41694615	1044	< 0.1%
Other values (146)	7627	0.2%

Most occurring characters

Value	Count	Frequency (%)
5	10963709	33.4%
4	4936405	15.0%
7	4098013	12.5%
1	4093314	12.5%
a	3670856	11.2%
b	3664019	11.1%
3	454872	1.4%
2	432743	1.3%
e	426722	1.3%
8	24968	0.1%
Other values (6)	100075	0.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	25064816	76.3%
Lowercase Letter	7800880	23.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	10963709	43.7%
4	4936405	19.7%
7	4098013	16.3%
1	4093314	16.3%
3	454872	1.8%
2	432743	1.7%
8	24968	0.1%
6	24956	0.1%
9	23599	0.1%
0	12237	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
a	3670856	47.1%
b	3664019	47.0%
e	426722	5.5%
f	24866	0.3%
d	8482	0.1%
c	5935	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	25064816	76.3%
Latin	7800880	23.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	10963709	43.7%
4	4936405	19.7%
7	4098013	16.3%
1	4093314	16.3%
3	454872	1.8%
2	432743	1.7%
8	24968	0.1%
6	24956	0.1%
9	23599	0.1%
0	12237	< 0.1%

Latin

Value	Count	Frequency (%)
a	3670856	47.1%
b	3664019	47.0%
e	426722	5.5%
f	24866	0.3%
d	8482	0.1%
c	5935	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	32865696	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	10963709	33.4%
4	4936405	15.0%
7	4098013	12.5%
1	4093314	12.5%
a	3670856	11.2%
b	3664019	11.1%
3	454872	1.4%
2	432743	1.3%
e	426722	1.3%
8	24968	0.1%
Other values (6)	100075	0.3%

contractsum_5085717L
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4108212
Missing (%)	100.0%
Memory size	31.3 MiB

credlmt_230A
Real number (ℝ)

MISSING SKEWED

Distinct	5700
Distinct (%)	8.9%
Missing	4043918
Missing (%)	98.4%
Infinite	0
Infinite (%)	0.0%
Mean	35626.14772

Minimum	0
Maximum	100000000
Zeros	23584
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	12785.9
Q3	40000
95-th percentile	96000
Maximum	100000000
Range	100000000
Interquartile range (IQR)	40000

Descriptive statistics

Standard deviation	551563.3402
Coefficient of variation (CV)	15.48198095
Kurtosis	21113.22989
Mean	35626.14772
Median Absolute Deviation (MAD)	12785.9
Skewness	135.1175142
Sum	2290547541
Variance	3.042221183 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	23584	0.6%
10000	4237	0.1%
20000	3390	0.1%
30000	1568	< 0.1%
40000	1265	< 0.1%
60000	941	< 0.1%
58000	773	< 0.1%
50000	726	< 0.1%
4000	711	< 0.1%
6000	704	< 0.1%
Other values (5690)	26395	0.6%
(Missing)	4043918	98.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	23584	0.6%
0.2	65	< 0.1%
10	1	< 0.1%
10.594001	1	< 0.1%
17.6	1	< 0.1%

Value	Count	Frequency (%)
100000000	1	< 0.1%
60000000	1	< 0.1%
59000000	1	< 0.1%
25000000	1	< 0.1%
22011000	1	< 0.1%

credlmt_935A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	46716
Distinct (%)	15.7%
Missing	3810159
Missing (%)	92.7%
Infinite	0
Infinite (%)	0.0%
Mean	99771.40784

Minimum	0
Maximum	1848000100
Zeros	93496
Zeros (%)	2.3%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	20000
Q3	53865.8
95-th percentile	210000
Maximum	1848000100
Range	1848000100
Interquartile range (IQR)	53865.8

Descriptive statistics

Standard deviation	4577044.59
Coefficient of variation (CV)	45.87531327
Kurtosis	94381.52349
Mean	99771.40784
Median Absolute Deviation (MAD)	20000
Skewness	264.6687613
Sum	2.973716742 × 10¹⁰
Variance	2.094933718 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	93496	2.3%
10000	26676	0.6%
20000	22351	0.5%
30000	10958	0.3%
200000	4369	0.1%
100000	4308	0.1%
40000	3601	0.1%
62000	2457	0.1%
5000	1952	< 0.1%
60000	1672	< 0.1%
Other values (46706)	126213	3.1%
(Missing)	3810159	92.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	93496	2.3%
0.2	12	< 0.1%
10	1	< 0.1%
10.682	1	< 0.1%
11.51	1	< 0.1%

Value	Count	Frequency (%)
1848000100	1	< 0.1%
740000000	1	< 0.1%
600000000	1	< 0.1%
540000000	1	< 0.1%
500000000	1	< 0.1%

dateofcredend_289D
Text

MISSING

Distinct	8025
Distinct (%)	1.2%
Missing	3449815
Missing (%)	84.0%
Memory size	31.3 MiB

Length

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

Characters and Unicode

Total characters	6583970
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	2073 ?
Unique (%)	0.3%

Sample

1st row	2023-06-20
2nd row	2020-08-06
3rd row	2020-06-06
4th row	2022-11-06
5th row	2019-09-09

Value	Count	Frequency (%)
2021-10-14	2121	0.3%
2021-09-14	1965	0.3%
2020-01-14	1778	0.3%
2021-11-14	1694	0.3%
2021-05-14	1591	0.2%
2020-05-14	1458	0.2%
2020-03-14	1432	0.2%
2019-11-15	1388	0.2%
2020-02-14	1317	0.2%
2019-08-15	1316	0.2%
Other values (8015)	642337	97.6%

Most occurring characters

Value	Count	Frequency (%)
0	1718284	26.1%
2	1496379	22.7%
-	1316794	20.0%
1	908967	13.8%
9	339575	5.2%
3	166144	2.5%
4	141096	2.1%
8	128402	2.0%
5	128246	1.9%
7	120828	1.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5267176	80.0%
Dash Punctuation	1316794	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1718284	32.6%
2	1496379	28.4%
1	908967	17.3%
9	339575	6.4%
3	166144	3.2%
4	141096	2.7%
8	128402	2.4%
5	128246	2.4%
7	120828	2.3%
6	119255	2.3%

Dash Punctuation

Value	Count	Frequency (%)
-	1316794	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6583970	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1718284	26.1%
2	1496379	22.7%
-	1316794	20.0%
1	908967	13.8%
9	339575	5.2%
3	166144	2.5%
4	141096	2.1%
8	128402	2.0%
5	128246	1.9%
7	120828	1.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6583970	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1718284	26.1%
2	1496379	22.7%
-	1316794	20.0%
1	908967	13.8%
9	339575	5.2%
3	166144	2.5%
4	141096	2.1%
8	128402	2.0%
5	128246	1.9%
7	120828	1.8%

dateofcredend_353D
Text

MISSING

Distinct	8062
Distinct (%)	1.8%
Missing	3651494
Missing (%)	88.9%
Memory size	31.3 MiB

Length

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

Characters and Unicode

Total characters	4567180
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	888 ?
Unique (%)	0.2%

Sample

1st row	2006-03-26
2nd row	2007-02-24
3rd row	2010-01-04
4th row	2009-12-27
5th row	2009-07-17

Value	Count	Frequency (%)
2019-06-14	543	0.1%
2019-03-14	457	0.1%
2013-06-29	445	0.1%
2018-12-14	445	0.1%
2019-01-15	440	0.1%
2013-07-29	439	0.1%
2018-12-15	437	0.1%
2019-04-15	433	0.1%
2013-10-29	428	0.1%
2013-09-29	416	0.1%
Other values (8052)	452235	99.0%

Most occurring characters

Value	Count	Frequency (%)
0	1107482	24.2%
-	913436	20.0%
1	775080	17.0%
2	767654	16.8%
8	177924	3.9%
9	172842	3.8%
7	145159	3.2%
5	132358	2.9%
6	127471	2.8%
3	125350	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3653744	80.0%
Dash Punctuation	913436	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1107482	30.3%
1	775080	21.2%
2	767654	21.0%
8	177924	4.9%
9	172842	4.7%
7	145159	4.0%
5	132358	3.6%
6	127471	3.5%
3	125350	3.4%
4	122424	3.4%

Dash Punctuation

Value	Count	Frequency (%)
-	913436	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4567180	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1107482	24.2%
-	913436	20.0%
1	775080	17.0%
2	767654	16.8%
8	177924	3.9%
9	172842	3.8%
7	145159	3.2%
5	132358	2.9%
6	127471	2.8%
3	125350	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4567180	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1107482	24.2%
-	913436	20.0%
1	775080	17.0%
2	767654	16.8%
8	177924	3.9%
9	172842	3.8%
7	145159	3.2%
5	132358	2.9%
6	127471	2.8%
3	125350	2.7%

dateofcredstart_181D
Text

MISSING

Distinct	5696
Distinct (%)	1.2%
Missing	3651491
Missing (%)	88.9%
Memory size	31.3 MiB

Length

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

Characters and Unicode

Total characters	4567210
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	200 ?
Unique (%)	< 0.1%

Sample

1st row	2005-09-28
2nd row	2006-03-02
3rd row	2007-01-04
4th row	2007-12-27
5th row	2008-07-17

Value	Count	Frequency (%)
2018-01-12	379	0.1%
2018-01-13	376	0.1%
2018-04-03	341	0.1%
2017-12-08	333	0.1%
2018-01-05	321	0.1%
2018-01-08	315	0.1%
2018-05-04	300	0.1%
2018-03-21	296	0.1%
2017-12-01	294	0.1%
2017-12-25	285	0.1%
Other values (5686)	453481	99.3%

Most occurring characters

Value	Count	Frequency (%)
0	1132497	24.8%
-	913442	20.0%
1	782530	17.1%
2	756887	16.6%
7	174629	3.8%
8	165803	3.6%
6	147121	3.2%
3	142392	3.1%
5	124701	2.7%
4	122258	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3653768	80.0%
Dash Punctuation	913442	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1132497	31.0%
1	782530	21.4%
2	756887	20.7%
7	174629	4.8%
8	165803	4.5%
6	147121	4.0%
3	142392	3.9%
5	124701	3.4%
4	122258	3.3%
9	104950	2.9%

Dash Punctuation

Value	Count	Frequency (%)
-	913442	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4567210	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1132497	24.8%
-	913442	20.0%
1	782530	17.1%
2	756887	16.6%
7	174629	3.8%
8	165803	3.6%
6	147121	3.2%
3	142392	3.1%
5	124701	2.7%
4	122258	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4567210	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1132497	24.8%
-	913442	20.0%
1	782530	17.1%
2	756887	16.6%
7	174629	3.8%
8	165803	3.6%
6	147121	3.2%
3	142392	3.1%
5	124701	2.7%
4	122258	2.7%

dateofcredstart_739D
Text

MISSING

Distinct	4514
Distinct (%)	0.7%
Missing	3449815
Missing (%)	84.0%
Memory size	31.3 MiB

Length

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

Characters and Unicode

Total characters	6583970
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	384 ?
Unique (%)	0.1%

Sample

1st row	2018-06-20
2nd row	2018-08-06
3rd row	2012-06-06
4th row	2017-11-06
5th row	2016-09-09

Value	Count	Frequency (%)
2018-12-07	1963	0.3%
2018-12-28	1674	0.3%
2018-11-30	1624	0.2%
2019-01-04	1621	0.2%
2019-01-02	1576	0.2%
2019-01-11	1526	0.2%
2019-01-07	1516	0.2%
2019-01-03	1514	0.2%
2018-08-06	1487	0.2%
2018-12-24	1485	0.2%
Other values (4504)	642411	97.6%

Most occurring characters

Value	Count	Frequency (%)
0	1461845	22.2%
-	1316794	20.0%
1	1255837	19.1%
2	1071679	16.3%
8	423756	6.4%
9	219596	3.3%
7	214200	3.3%
3	177607	2.7%
6	156228	2.4%
4	143354	2.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5267176	80.0%
Dash Punctuation	1316794	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1461845	27.8%
1	1255837	23.8%
2	1071679	20.3%
8	423756	8.0%
9	219596	4.2%
7	214200	4.1%
3	177607	3.4%
6	156228	3.0%
4	143354	2.7%
5	143074	2.7%

Dash Punctuation

Value	Count	Frequency (%)
-	1316794	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6583970	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1461845	22.2%
-	1316794	20.0%
1	1255837	19.1%
2	1071679	16.3%
8	423756	6.4%
9	219596	3.3%
7	214200	3.3%
3	177607	2.7%
6	156228	2.4%
4	143354	2.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6583970	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1461845	22.2%
-	1316794	20.0%
1	1255837	19.1%
2	1071679	16.3%
8	423756	6.4%
9	219596	3.3%
7	214200	3.3%
3	177607	2.7%
6	156228	2.4%
4	143354	2.2%

dateofrealrepmt_138D
Text

MISSING

Distinct	5303
Distinct (%)	1.2%
Missing	3654366
Missing (%)	89.0%
Memory size	31.3 MiB

Length

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

Characters and Unicode

Total characters	4538460
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	161 ?
Unique (%)	< 0.1%

Sample

1st row	2006-02-24
2nd row	2007-01-09
3rd row	2007-12-19
4th row	2011-08-12
5th row	2009-07-17

Value	Count	Frequency (%)
2018-08-10	5113	1.1%
2011-08-12	2952	0.7%
2015-06-29	1322	0.3%
2012-11-15	1127	0.2%
2008-12-12	1020	0.2%
2015-02-23	1001	0.2%
2016-03-25	631	0.1%
2012-06-29	518	0.1%
2018-12-19	501	0.1%
2012-03-11	500	0.1%
Other values (5293)	439161	96.8%

Most occurring characters

Value	Count	Frequency (%)
0	1085421	23.9%
-	907692	20.0%
1	787567	17.4%
2	757734	16.7%
8	195402	4.3%
7	152402	3.4%
9	151078	3.3%
6	132473	2.9%
3	128237	2.8%
5	123150	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3630768	80.0%
Dash Punctuation	907692	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1085421	29.9%
1	787567	21.7%
2	757734	20.9%
8	195402	5.4%
7	152402	4.2%
9	151078	4.2%
6	132473	3.6%
3	128237	3.5%
5	123150	3.4%
4	117304	3.2%

Dash Punctuation

Value	Count	Frequency (%)
-	907692	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4538460	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1085421	23.9%
-	907692	20.0%
1	787567	17.4%
2	757734	16.7%
8	195402	4.3%
7	152402	3.4%
9	151078	3.3%
6	132473	2.9%
3	128237	2.8%
5	123150	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4538460	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1085421	23.9%
-	907692	20.0%
1	787567	17.4%
2	757734	16.7%
8	195402	4.3%
7	152402	3.4%
9	151078	3.3%
6	132473	2.9%
3	128237	2.8%
5	123150	2.7%

debtoutstand_525A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	279341
Distinct (%)	83.4%
Missing	3773397
Missing (%)	91.9%
Infinite	0
Infinite (%)	0.0%
Mean	198169.0396

Minimum	0
Maximum	1688617600
Zeros	46802
Zeros (%)	1.1%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	12336.0625
median	54350.105
Q3	159301.7
95-th percentile	730875.812
Maximum	1688617600
Range	1688617600
Interquartile range (IQR)	146965.6375

Descriptive statistics

Standard deviation	3552509.021
Coefficient of variation (CV)	17.92666013
Kurtosis	167348.5207
Mean	198169.0396
Median Absolute Deviation (MAD)	51501.725
Skewness	386.7162334
Sum	6.634996698 × 10¹⁰
Variance	1.262032034 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	46802	1.1%
200000	108	< 0.1%
100000	100	< 0.1%
20000	90	< 0.1%
10000	83	< 0.1%
40000	78	< 0.1%
4000	64	< 0.1%
30000	62	< 0.1%
60000	49	< 0.1%
62000	45	< 0.1%
Other values (279331)	287334	7.0%
(Missing)	3773397	91.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	46802	1.1%
0.002	3	< 0.1%
0.004	2	< 0.1%
0.018000001	2	< 0.1%
0.022	1	< 0.1%

Value	Count	Frequency (%)
1688617600	1	< 0.1%
863046850	1	< 0.1%
702172300	1	< 0.1%
89586820	1	< 0.1%
75439480	1	< 0.1%

debtoverdue_47A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	15243
Distinct (%)	4.6%
Missing	3773397
Missing (%)	91.9%
Infinite	0
Infinite (%)	0.0%
Mean	1819.273038

Minimum	0
Maximum	49005736
Zeros	317743
Zeros (%)	7.7%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1.6
Maximum	49005736
Range	49005736
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	109560.5174
Coefficient of variation (CV)	60.22214101
Kurtosis	125246.3482
Mean	1819.273038
Median Absolute Deviation (MAD)	0
Skewness	310.1137253
Sum	609119902.2
Variance	1.200350698 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	317743	7.7%
2	36	< 0.1%
10	36	< 0.1%
4	35	< 0.1%
0.4	31	< 0.1%
0.8	31	< 0.1%
14	27	< 0.1%
1.2	27	< 0.1%
0.2	25	< 0.1%
8	23	< 0.1%
Other values (15233)	16801	0.4%
(Missing)	3773397	91.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	317743	7.7%
0.002	4	< 0.1%
0.004	3	< 0.1%
0.006	2	< 0.1%
0.008	1	< 0.1%

Value	Count	Frequency (%)
49005736	1	< 0.1%
17978344	1	< 0.1%
15792015	1	< 0.1%
15233466	1	< 0.1%
13135123	1	< 0.1%

description_351M
Text

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	31.3 MiB

Length

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

Characters and Unicode

Total characters	32865696
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	4090814	99.6%
6da7c7ed	4102	0.1%
95decc86	2545	0.1%
f8e51f8d	2068	0.1%
0349102c	2039	< 0.1%
53179c19	1982	< 0.1%
1d89fa48	1587	< 0.1%
18e98e64	1553	< 0.1%
8a7423d5	781	< 0.1%
0cb4d552	517	< 0.1%
Other values (2)	224	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
5	12281076	37.4%
1	4102045	12.5%
7	4101781	12.5%
a	4097294	12.5%
4	4097291	12.5%
b	4091759	12.4%
d	15702	< 0.1%
8	13956	< 0.1%
c	13740	< 0.1%
e	11821	< 0.1%
Other values (6)	39231	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	24629005	74.9%
Lowercase Letter	8236691	25.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	12281076	49.9%
1	4102045	16.7%
7	4101781	16.7%
4	4097291	16.6%
8	13956	0.1%
9	11688	< 0.1%
6	8210	< 0.1%
3	4812	< 0.1%
0	4809	< 0.1%
2	3337	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
a	4097294	49.7%
b	4091759	49.7%
d	15702	0.2%
c	13740	0.2%
e	11821	0.1%
f	6375	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	24629005	74.9%
Latin	8236691	25.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	12281076	49.9%
1	4102045	16.7%
7	4101781	16.7%
4	4097291	16.6%
8	13956	0.1%
9	11688	< 0.1%
6	8210	< 0.1%
3	4812	< 0.1%
0	4809	< 0.1%
2	3337	< 0.1%

Latin

Value	Count	Frequency (%)
a	4097294	49.7%
b	4091759	49.7%
d	15702	0.2%
c	13740	0.2%
e	11821	0.1%
f	6375	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	32865696	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	12281076	37.4%
1	4102045	12.5%
7	4101781	12.5%
a	4097294	12.5%
4	4097291	12.5%
b	4091759	12.4%
d	15702	< 0.1%
8	13956	< 0.1%
c	13740	< 0.1%
e	11821	< 0.1%
Other values (6)	39231	0.1%

dpdmax_139P
Real number (ℝ)

MISSING ZEROS

Distinct	2275
Distinct (%)	0.3%
Missing	3452623
Missing (%)	84.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.86329087

Minimum	0
Maximum	4877
Zeros	520988
Zeros (%)	12.7%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	22
Maximum	4877
Range	4877
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	127.5708841
Coefficient of variation (CV)	9.917437566
Kurtosis	378.9647317
Mean	12.86329087
Median Absolute Deviation (MAD)	0
Skewness	17.54663618
Sum	8433032
Variance	16274.33048
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	520988	12.7%
1	26601	0.6%
2	9306	0.2%
3	8983	0.2%
4	8281	0.2%
7	4695	0.1%
5	4689	0.1%
6	4054	0.1%
8	3343	0.1%
9	3250	0.1%
Other values (2265)	61399	1.5%
(Missing)	3452623	84.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	520988	12.7%
1	26601	0.6%
2	9306	0.2%
3	8983	0.2%
4	8281	0.2%

Value	Count	Frequency (%)
4877	1	< 0.1%
4800	1	< 0.1%
4733	1	< 0.1%
4608	1	< 0.1%
4590	1	< 0.1%

dpdmax_757P
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	2845
Distinct (%)	0.6%
Missing	3667919
Missing (%)	89.3%
Infinite	0
Infinite (%)	0.0%
Mean	44.05819307

Minimum	-9
Maximum	117000
Zeros	312253
Zeros (%)	7.6%
Negative	81
Negative (%)	< 0.1%
Memory size	31.3 MiB

Quantile statistics

Minimum	-9
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	113
Maximum	117000
Range	117009
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	321.35541
Coefficient of variation (CV)	7.293885373
Kurtosis	51300.07664
Mean	44.05819307
Median Absolute Deviation (MAD)	0
Skewness	158.2084117
Sum	19398514
Variance	103269.2995
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	312253	7.6%
1	22794	0.6%
2	7647	0.2%
3	7406	0.2%
4	5932	0.1%
6	4446	0.1%
5	3871	0.1%
7	3790	0.1%
8	2541	0.1%
9	2518	0.1%
Other values (2835)	67095	1.6%
(Missing)	3667919	89.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9	2	< 0.1%
-8	1	< 0.1%
-7	1	< 0.1%
-6	1	< 0.1%
-5	2	< 0.1%

Value	Count	Frequency (%)
117000	1	< 0.1%
84560	1	< 0.1%
40438	1	< 0.1%
5174	1	< 0.1%
4897	1	< 0.1%

dpdmaxdatemonth_442T
Real number (ℝ)

MISSING

Distinct	12
Distinct (%)	< 0.1%
Missing	3667919
Missing (%)	89.3%
Infinite	0
Infinite (%)	0.0%
Mean	6.498047891

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	7
Q3	9
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.442545651
Coefficient of variation (CV)	0.5297815142
Kurtosis	-1.192646146
Mean	6.498047891
Median Absolute Deviation (MAD)	3
Skewness	-0.03588026489
Sum	2861045
Variance	11.85112056
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
8	40851	1.0%
1	40488	1.0%
6	38947	0.9%
7	38561	0.9%
11	38120	0.9%
9	36206	0.9%
10	35753	0.9%
3	34987	0.9%
2	34826	0.8%
5	34663	0.8%
Other values (2)	66891	1.6%
(Missing)	3667919	89.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	40488	1.0%
2	34826	0.8%
3	34987	0.9%
4	32898	0.8%
5	34663	0.8%

Value	Count	Frequency (%)
12	33993	0.8%
11	38120	0.9%
10	35753	0.9%
9	36206	0.9%
8	40851	1.0%

dpdmaxdatemonth_89T
Real number (ℝ)

MISSING

Distinct	12
Distinct (%)	< 0.1%
Missing	3452623
Missing (%)	84.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.232970657

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	6
Q3	9
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.4071543
Coefficient of variation (CV)	0.5466340991
Kurtosis	-1.138789864
Mean	6.232970657
Median Absolute Deviation (MAD)	3
Skewness	0.1121041042
Sum	4086267
Variance	11.60870042
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
6	63929	1.6%
1	61572	1.5%
5	60904	1.5%
7	60089	1.5%
4	57285	1.4%
2	55733	1.4%
3	55446	1.3%
8	51443	1.3%
10	50952	1.2%
12	50012	1.2%
Other values (2)	88224	2.1%
(Missing)	3452623	84.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	61572	1.5%
2	55733	1.4%
3	55446	1.3%
4	57285	1.4%
5	60904	1.5%

Value	Count	Frequency (%)
12	50012	1.2%
11	46905	1.1%
10	50952	1.2%
9	41319	1.0%
8	51443	1.3%

dpdmaxdateyear_596T
Real number (ℝ)

MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	3452623
Missing (%)	84.0%
Infinite	0
Infinite (%)	0.0%
Mean	2017.988769

Minimum	2015
Maximum	2019
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	2015
5-th percentile	2017
Q1	2017
median	2018
Q3	2019
95-th percentile	2019
Maximum	2019
Range	4
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	0.7392021802
Coefficient of variation (CV)	0.0003663063896
Kurtosis	-1.160151972
Mean	2017.988769
Median Absolute Deviation (MAD)	1
Skewness	0.01487827015
Sum	1322971239
Variance	0.5464198632
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
2018	297600	7.2%
2017	182548	4.4%
2019	175361	4.3%
2016	64	< 0.1%
2015	16	< 0.1%
(Missing)	3452623	84.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2015	16	< 0.1%
2016	64	< 0.1%
2017	182548	4.4%
2018	297600	7.2%
2019	175361	4.3%

Value	Count	Frequency (%)
2019	175361	4.3%
2018	297600	7.2%
2017	182548	4.4%
2016	64	< 0.1%
2015	16	< 0.1%

dpdmaxdateyear_896T
Real number (ℝ)

MISSING

Distinct	17
Distinct (%)	< 0.1%
Missing	3667919
Missing (%)	89.3%
Infinite	0
Infinite (%)	0.0%
Mean	2014.058541

Minimum	2003
Maximum	2019
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	2003
5-th percentile	2007
Q1	2012
median	2015
Q3	2017
95-th percentile	2018
Maximum	2019
Range	16
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.736322258
Coefficient of variation (CV)	0.001855120982
Kurtosis	-0.6368962043
Mean	2014.058541
Median Absolute Deviation (MAD)	3
Skewness	-0.6863947581
Sum	886775877
Variance	13.96010402
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
2018	74615	1.8%
2017	62742	1.5%
2016	44484	1.1%
2015	39753	1.0%
2014	35178	0.9%
2013	30525	0.7%
2012	25667	0.6%
2011	23221	0.6%
2007	23134	0.6%
2019	17641	0.4%
Other values (7)	63333	1.5%
(Missing)	3667919	89.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2003	1	< 0.1%
2004	147	< 0.1%
2005	3224	0.1%
2006	11789	0.3%
2007	23134	0.6%

Value	Count	Frequency (%)
2019	17641	0.4%
2018	74615	1.8%
2017	62742	1.5%
2016	44484	1.1%
2015	39753	1.0%

financialinstitution_382M
Text

Distinct	211
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	31.3 MiB

Length

Max length	12
Median length	8
Mean length	8.227314462
Min length	8

Characters and Unicode

Total characters	33799552
Distinct characters	26
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

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

Unique

Unique	29 ?
Unique (%)	< 0.1%

Sample

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

Value	Count	Frequency (%)
a55475b1	3651491	85.9%
home	142353	3.3%
credit	142353	3.3%
p133_127_114	50358	1.2%
p150_136_157	42631	1.0%
b619fa46	36699	0.9%
p204_66_73	29355	0.7%
p40_52_135	25861	0.6%
d6a7d943	13359	0.3%
9a93e20f	12896	0.3%
Other values (202)	103209	2.4%

Most occurring characters

Value	Count	Frequency (%)
5	11180200	33.1%
1	4079709	12.1%
4	3850167	11.4%
7	3814979	11.3%
a	3752710	11.1%
b	3750616	11.1%
e	332641	1.0%
_	324562	1.0%
3	265955	0.8%
d	226405	0.7%
Other values (16)	2221608	6.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	23970642	70.9%
Lowercase Letter	8915008	26.4%
Uppercase Letter	446987	1.3%
Connector Punctuation	324562	1.0%
Space Separator	142353	0.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	3752710	42.1%
b	3750616	42.1%
e	332641	3.7%
d	226405	2.5%
r	142353	1.6%
m	142353	1.6%
i	142353	1.6%
t	142353	1.6%
o	142353	1.6%
f	81902	0.9%

Decimal Number

Value	Count	Frequency (%)
5	11180200	46.6%
1	4079709	17.0%
4	3850167	16.1%
7	3814979	15.9%
3	265955	1.1%
6	211507	0.9%
2	196359	0.8%
0	164567	0.7%
9	147556	0.6%
8	59643	0.2%

Uppercase Letter

Value	Count	Frequency (%)
P	162281	36.3%
C	142353	31.8%
H	142353	31.8%

Connector Punctuation

Value	Count	Frequency (%)
_	324562	100.0%

Space Separator

Value	Count	Frequency (%)
	142353	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	24437557	72.3%
Latin	9361995	27.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	3752710	40.1%
b	3750616	40.1%
e	332641	3.6%
d	226405	2.4%
P	162281	1.7%
C	142353	1.5%
r	142353	1.5%
m	142353	1.5%
i	142353	1.5%
t	142353	1.5%
Other values (4)	425577	4.5%

Common

Value	Count	Frequency (%)
5	11180200	45.8%
1	4079709	16.7%
4	3850167	15.8%
7	3814979	15.6%
_	324562	1.3%
3	265955	1.1%
6	211507	0.9%
2	196359	0.8%
0	164567	0.7%
9	147556	0.6%
Other values (2)	201996	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	33799552	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	11180200	33.1%
1	4079709	12.1%
4	3850167	11.4%
7	3814979	11.3%
a	3752710	11.1%
b	3750616	11.1%
e	332641	1.0%
_	324562	1.0%
3	265955	0.8%
d	226405	0.7%
Other values (16)	2221608	6.6%

financialinstitution_591M
Text

Distinct	137
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	31.3 MiB

Length

Max length	12
Median length	8
Mean length	8.382243175
Min length	8

Characters and Unicode

Total characters	34436032
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	12 ?
Unique (%)	< 0.1%

Sample

1st row	55b002a9
2nd row	P204_66_73
3rd row	a55475b1
4th row	a55475b1
5th row	a55475b1

Value	Count	Frequency (%)
a55475b1	3449815	80.6%
p204_66_73	254397	5.9%
home	172605	4.0%
credit	172605	4.0%
p133_127_114	62452	1.5%
p150_136_157	59528	1.4%
d6a7d943	21538	0.5%
50babcd4	17280	0.4%
p102_97_118	12928	0.3%
0d39f5db	11915	0.3%
Other values (128)	45754	1.1%

Most occurring characters

Value	Count	Frequency (%)
5	10535217	30.6%
1	3950423	11.5%
7	3878293	11.3%
4	3820775	11.1%
b	3523715	10.2%
a	3506747	10.2%
_	795044	2.3%
6	600876	1.7%
3	505315	1.5%
P	397522	1.2%
Other values (16)	2922105	8.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	24133329	70.1%
Lowercase Letter	8592322	25.0%
Connector Punctuation	795044	2.3%
Uppercase Letter	742732	2.2%
Space Separator	172605	0.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
b	3523715	41.0%
a	3506747	40.8%
e	364708	4.2%
d	272705	3.2%
r	172605	2.0%
t	172605	2.0%
i	172605	2.0%
o	172605	2.0%
m	172605	2.0%
f	32393	0.4%

Decimal Number

Value	Count	Frequency (%)
5	10535217	43.7%
1	3950423	16.4%
7	3878293	16.1%
4	3820775	15.8%
6	600876	2.5%
3	505315	2.1%
0	384673	1.6%
2	369391	1.5%
9	65029	0.3%
8	23337	0.1%

Uppercase Letter

Value	Count	Frequency (%)
P	397522	53.5%
C	172605	23.2%
H	172605	23.2%

Connector Punctuation

Value	Count	Frequency (%)
_	795044	100.0%

Space Separator

Value	Count	Frequency (%)
	172605	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	25100978	72.9%
Latin	9335054	27.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
b	3523715	37.7%
a	3506747	37.6%
P	397522	4.3%
e	364708	3.9%
d	272705	2.9%
r	172605	1.8%
t	172605	1.8%
i	172605	1.8%
o	172605	1.8%
C	172605	1.8%
Other values (4)	406632	4.4%

Common

Value	Count	Frequency (%)
5	10535217	42.0%
1	3950423	15.7%
7	3878293	15.5%
4	3820775	15.2%
_	795044	3.2%
6	600876	2.4%
3	505315	2.0%
0	384673	1.5%
2	369391	1.5%
	172605	0.7%
Other values (2)	88366	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	34436032	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	10535217	30.6%
1	3950423	11.5%
7	3878293	11.3%
4	3820775	11.1%
b	3523715	10.2%
a	3506747	10.2%
_	795044	2.3%
6	600876	1.7%
3	505315	1.5%
P	397522	1.2%
Other values (16)	2922105	8.5%

instlamount_768A
Real number (ℝ)

MISSING ZEROS

Distinct	74103
Distinct (%)	25.1%
Missing	3813073
Missing (%)	92.8%
Infinite	0
Infinite (%)	0.0%
Mean	3259.767351

Minimum	0
Maximum	376510.5
Zeros	117602
Zeros (%)	2.9%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1131
Q3	4591.511
95-th percentile	13068.04
Maximum	376510.5
Range	376510.5
Interquartile range (IQR)	4591.511

Descriptive statistics

Standard deviation	5205.889166
Coefficient of variation (CV)	1.597012488
Kurtosis	115.5997326
Mean	3259.767351
Median Absolute Deviation (MAD)	1131
Skewness	4.60359567
Sum	962084476.1
Variance	27101282.01
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	117602	2.9%
400	6971	0.2%
600	1077	< 0.1%
1000	996	< 0.1%
2000	521	< 0.1%
9067.8	425	< 0.1%
1200	401	< 0.1%
2510	383	< 0.1%
800	355	< 0.1%
3000	283	< 0.1%
Other values (74093)	166125	4.0%
(Missing)	3813073	92.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	117602	2.9%
0.002	3	< 0.1%
0.006	2	< 0.1%
0.008	1	< 0.1%
0.014	1	< 0.1%

Value	Count	Frequency (%)
376510.5	1	< 0.1%
178554.2	1	< 0.1%
159796.92	1	< 0.1%
131119.2	1	< 0.1%
96758.4	1	< 0.1%

instlamount_852A
Real number (ℝ)

MISSING

Distinct	8811
Distinct (%)	21.5%
Missing	4067156
Missing (%)	99.0%
Infinite	0
Infinite (%)	0.0%
Mean	575.6078159

Minimum	0
Maximum	139346.98
Zeros	26836
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	353.512
95-th percentile	3393.6501
Maximum	139346.98
Range	139346.98
Interquartile range (IQR)	353.512

Descriptive statistics

Standard deviation	1800.802469
Coefficient of variation (CV)	3.128523309
Kurtosis	1049.596696
Mean	575.6078159
Median Absolute Deviation (MAD)	0
Skewness	19.21682787
Sum	23632154.49
Variance	3242889.533
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	26836	0.7%
400	1136	< 0.1%
1000	878	< 0.1%
1200	282	< 0.1%
2000	212	< 0.1%
800	201	< 0.1%
1540	193	< 0.1%
2260	173	< 0.1%
3000	168	< 0.1%
3700	125	< 0.1%
Other values (8801)	10852	0.3%
(Missing)	4067156	99.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	26836	0.7%
0.002	1	< 0.1%
0.004	3	< 0.1%
0.006	5	< 0.1%
0.010000001	1	< 0.1%

Value	Count	Frequency (%)
139346.98	1	< 0.1%
74248.195	1	< 0.1%
72495.57	1	< 0.1%
41270.426	1	< 0.1%
41094.34	1	< 0.1%

interestrate_508L
Real number (ℝ)

MISSING SKEWED

Distinct	110
Distinct (%)	2.1%
Missing	4102975
Missing (%)	99.9%
Infinite	0
Infinite (%)	0.0%
Mean	66.49442429

Minimum	0
Maximum	32917
Zeros	55
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	10
Q1	18
median	20
Q3	24
95-th percentile	35
Maximum	32917
Range	32917
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	830.6236595
Coefficient of variation (CV)	12.49162871
Kurtosis	736.5198114
Mean	66.49442429
Median Absolute Deviation (MAD)	4
Skewness	24.39477055
Sum	348231.3
Variance	689935.6637
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19	899	< 0.1%
24	692	< 0.1%
18	311	< 0.1%
22	300	< 0.1%
20	299	< 0.1%
35	297	< 0.1%
17	240	< 0.1%
16	229	< 0.1%
25	196	< 0.1%
26	185	< 0.1%
Other values (100)	1589	< 0.1%
(Missing)	4102975	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	55	< 0.1%
4	1	< 0.1%
5	8	< 0.1%
5.3	1	< 0.1%
5.5	5	< 0.1%

Value	Count	Frequency (%)
32917	1	< 0.1%
25786	1	< 0.1%
15000	1	< 0.1%
12000	6	< 0.1%
10000	6	< 0.1%

lastupdate_1112D
Text

MISSING

Distinct	231
Distinct (%)	< 0.1%
Missing	3449815
Missing (%)	84.0%
Memory size	31.3 MiB

Length

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

Characters and Unicode

Total characters	6583970
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	16 ?
Unique (%)	< 0.1%

Sample

1st row	2019-01-24
2nd row	2019-01-11
3rd row	2019-01-11
4th row	2019-01-17
5th row	2019-01-03

Value	Count	Frequency (%)
2019-03-26	44338	6.7%
2019-05-07	34599	5.3%
2019-06-10	23981	3.6%
2019-06-07	22653	3.4%
2019-04-23	21895	3.3%
2019-02-26	21379	3.2%
2019-06-18	21020	3.2%
2019-03-05	19567	3.0%
2019-04-10	18953	2.9%
2019-05-21	18078	2.7%
Other values (221)	411934	62.6%

Most occurring characters

Value	Count	Frequency (%)
0	1552817	23.6%
-	1316794	20.0%
2	1092622	16.6%
1	1016273	15.4%
9	700562	10.6%
6	226026	3.4%
3	194011	2.9%
5	161033	2.4%
4	145817	2.2%
7	107540	1.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5267176	80.0%
Dash Punctuation	1316794	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1552817	29.5%
2	1092622	20.7%
1	1016273	19.3%
9	700562	13.3%
6	226026	4.3%
3	194011	3.7%
5	161033	3.1%
4	145817	2.8%
7	107540	2.0%
8	70475	1.3%

Dash Punctuation

Value	Count	Frequency (%)
-	1316794	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6583970	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1552817	23.6%
-	1316794	20.0%
2	1092622	16.6%
1	1016273	15.4%
9	700562	10.6%
6	226026	3.4%
3	194011	2.9%
5	161033	2.4%
4	145817	2.2%
7	107540	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6583970	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1552817	23.6%
-	1316794	20.0%
2	1092622	16.6%
1	1016273	15.4%
9	700562	10.6%
6	226026	3.4%
3	194011	2.9%
5	161033	2.4%
4	145817	2.2%
7	107540	1.6%

lastupdate_388D
Text

MISSING

Distinct	4275
Distinct (%)	0.9%
Missing	3651506
Missing (%)	88.9%
Memory size	31.3 MiB

Length

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

Characters and Unicode

Total characters	4567060
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	254 ?
Unique (%)	0.1%

Sample

1st row	2006-02-24
2nd row	2007-01-09
3rd row	2007-12-26
4th row	2015-04-10
5th row	2009-07-21

Value	Count	Frequency (%)
2007-09-25	7566	1.7%
2008-06-13	4153	0.9%
2008-11-12	3316	0.7%
2015-04-10	3279	0.7%
2013-03-07	3073	0.7%
2018-08-10	2967	0.6%
2018-12-28	2952	0.6%
2018-08-11	2623	0.6%
2018-12-29	2236	0.5%
2013-10-02	2232	0.5%
Other values (4265)	422309	92.5%

Most occurring characters

Value	Count	Frequency (%)
0	1087323	23.8%
-	913412	20.0%
1	812057	17.8%
2	744807	16.3%
8	191846	4.2%
9	151631	3.3%
7	148113	3.2%
6	139404	3.1%
5	133481	2.9%
3	132919	2.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3653648	80.0%
Dash Punctuation	913412	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1087323	29.8%
1	812057	22.2%
2	744807	20.4%
8	191846	5.3%
9	151631	4.2%
7	148113	4.1%
6	139404	3.8%
5	133481	3.7%
3	132919	3.6%
4	112067	3.1%

Dash Punctuation

Value	Count	Frequency (%)
-	913412	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4567060	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1087323	23.8%
-	913412	20.0%
1	812057	17.8%
2	744807	16.3%
8	191846	4.2%
9	151631	3.3%
7	148113	3.2%
6	139404	3.1%
5	133481	2.9%
3	132919	2.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4567060	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1087323	23.8%
-	913412	20.0%
1	812057	17.8%
2	744807	16.3%
8	191846	4.2%
9	151631	3.3%
7	148113	3.2%
6	139404	3.1%
5	133481	2.9%
3	132919	2.9%

monthlyinstlamount_332A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	175380
Distinct (%)	26.8%
Missing	3452923
Missing (%)	84.0%
Infinite	0
Infinite (%)	0.0%
Mean	5226.822745

Minimum	0
Maximum	20000000
Zeros	118642
Zeros (%)	2.9%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1165.2001
median	3167.2
Q3	6297.2
95-th percentile	15379.894
Maximum	20000000
Range	20000000
Interquartile range (IQR)	5131.9999

Descriptive statistics

Standard deviation	42058.77261
Coefficient of variation (CV)	8.046718755
Kurtosis	130243.8083
Mean	5226.822745
Median Absolute Deviation (MAD)	2469
Skewness	327.3242395
Sum	3425079450
Variance	1768940354
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	118642	2.9%
400	6979	0.2%
600	1085	< 0.1%
1000	1062	< 0.1%
2000	713	< 0.1%
3000	433	< 0.1%
1200	428	< 0.1%
9067.8	426	< 0.1%
2510	391	< 0.1%
4200.492	387	< 0.1%
Other values (175370)	524743	12.8%
(Missing)	3452923	84.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	118642	2.9%
0.002	4	< 0.1%
0.006	2	< 0.1%
0.008	2	< 0.1%
0.014	1	< 0.1%

Value	Count	Frequency (%)
20000000	1	< 0.1%
16000000	1	< 0.1%
12400155	1	< 0.1%
11238104	1	< 0.1%
5856598.5	1	< 0.1%

monthlyinstlamount_674A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	104583
Distinct (%)	24.8%
Missing	3687335
Missing (%)	89.8%
Infinite	0
Infinite (%)	0.0%
Mean	5896.002702

Minimum	0
Maximum	59077588
Zeros	219375
Zeros (%)	5.3%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3292.8
95-th percentile	16269
Maximum	59077588
Range	59077588
Interquartile range (IQR)	3292.8

Descriptive statistics

Standard deviation	107159.2225
Coefficient of variation (CV)	18.17489373
Kurtosis	219873.458
Mean	5896.002702
Median Absolute Deviation (MAD)	0
Skewness	407.1228449
Sum	2481491929
Variance	1.148309897 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	219375	5.3%
400	1139	< 0.1%
1000	888	< 0.1%
2100	413	< 0.1%
4200	388	< 0.1%
3150	380	< 0.1%
2000	311	< 0.1%
1200	296	< 0.1%
0.1	294	< 0.1%
800	214	< 0.1%
Other values (104573)	197179	4.8%
(Missing)	3687335	89.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	219375	5.3%
0.002	6	< 0.1%
0.004	5	< 0.1%
0.006	5	< 0.1%
0.008	4	< 0.1%

Value	Count	Frequency (%)
59077588	1	< 0.1%
9125000	1	< 0.1%
7913549	1	< 0.1%
6866641.5	1	< 0.1%
6656173.5	1	< 0.1%

nominalrate_281L
Real number (ℝ)

MISSING SKEWED

Distinct	792
Distinct (%)	0.3%
Missing	3863576
Missing (%)	94.0%
Infinite	0
Infinite (%)	0.0%
Mean	33.53551407

Minimum	0
Maximum	30341.1
Zeros	19001
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	18.1
median	40
Q3	43.3
95-th percentile	45
Maximum	30341.1
Range	30341.1
Interquartile range (IQR)	25.2

Descriptive statistics

Standard deviation	153.4282827
Coefficient of variation (CV)	4.575098578
Kurtosis	22173.53986
Mean	33.53551407
Median Absolute Deviation (MAD)	5
Skewness	130.5647455
Sum	8203994.02
Variance	23540.23794
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
45	46376	1.1%
42	31340	0.8%
0.12	24952	0.6%
0	19001	0.5%
39	17707	0.4%
43.3	17448	0.4%
40	7732	0.2%
43	7435	0.2%
29.4	3785	0.1%
18.1	3728	0.1%
Other values (782)	65132	1.6%
(Missing)	3863576	94.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	19001	0.5%
0.01	5	< 0.1%
0.06	2	< 0.1%
0.12	24952	0.6%
0.27	8	< 0.1%

Value	Count	Frequency (%)
30341.1	3	< 0.1%
19020.6	3	< 0.1%
11690.1	2	< 0.1%
9891.4	1	< 0.1%
6200	10	< 0.1%

nominalrate_498L
Real number (ℝ)

MISSING SKEWED

Distinct	897
Distinct (%)	0.6%
Missing	3969804
Missing (%)	96.6%
Infinite	0
Infinite (%)	0.0%
Mean	65.41531198

Minimum	0
Maximum	30341.1
Zeros	3389
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.12
Q1	18.2
median	43.3
Q3	45
95-th percentile	98.6
Maximum	30341.1
Range	30341.1
Interquartile range (IQR)	26.8

Descriptive statistics

Standard deviation	300.5630324
Coefficient of variation (CV)	4.594689276
Kurtosis	4956.575166
Mean	65.41531198
Median Absolute Deviation (MAD)	3.25
Skewness	56.41200028
Sum	9054002.5
Variance	90338.13645
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
45	52753	1.3%
0.12	23590	0.6%
42	4046	0.1%
96.3	3855	0.1%
0	3389	0.1%
35	2518	0.1%
43.3	2497	0.1%
40.05	2302	0.1%
42.5	2229	0.1%
730	2003	< 0.1%
Other values (887)	39226	1.0%
(Missing)	3969804	96.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	3389	0.1%
0.06	2	< 0.1%
0.1	15	< 0.1%
0.11	1	< 0.1%
0.12	23590	0.6%

Value	Count	Frequency (%)
30341.1	6	< 0.1%
19020.6	3	< 0.1%
11690.1	3	< 0.1%
10000	1	< 0.1%
9891.4	1	< 0.1%

num_group1
Real number (ℝ)

ZEROS

Distinct	281
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.25046833

Minimum	0
Maximum	280
Zeros	335275
Zeros (%)	8.2%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	6
Q3	9
95-th percentile	15
Maximum	280
Range	280
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	5.853159129
Coefficient of variation (CV)	0.9364352908
Kurtosis	196.1316419
Mean	6.25046833
Median Absolute Deviation (MAD)	3
Skewness	7.786715634
Sum	25678249
Variance	34.25947179
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	335275	8.2%
1	335119	8.2%
2	334896	8.2%
7	334789	8.1%
10	334789	8.1%
9	334789	8.1%
8	334789	8.1%
6	334789	8.1%
5	334789	8.1%
4	334789	8.1%
Other values (271)	759399	18.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	335275	8.2%
1	335119	8.2%
2	334896	8.2%
3	334789	8.1%
4	334789	8.1%

Value	Count	Frequency (%)
280	1	< 0.1%
279	1	< 0.1%
278	1	< 0.1%
277	1	< 0.1%
276	1	< 0.1%

numberofcontrsvalue_258L
Real number (ℝ)

MISSING

Distinct	22
Distinct (%)	< 0.1%
Missing	3770638
Missing (%)	91.8%
Infinite	0
Infinite (%)	0.0%
Mean	1.941740181

Minimum	0
Maximum	46
Zeros	804
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	2
Q3	2
95-th percentile	4
Maximum	46
Range	46
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.076937412
Coefficient of variation (CV)	0.5546248786
Kurtosis	24.86325146
Mean	1.941740181
Median Absolute Deviation (MAD)	1
Skewness	1.913367751
Sum	655481
Variance	1.15979419
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
1	142893	3.5%
2	109712	2.7%
3	55302	1.3%
4	20772	0.5%
5	5582	0.1%
6	1815	< 0.1%
0	804	< 0.1%
7	493	< 0.1%
8	131	< 0.1%
9	37	< 0.1%
Other values (12)	33	< 0.1%
(Missing)	3770638	91.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	804	< 0.1%
1	142893	3.5%
2	109712	2.7%
3	55302	1.3%
4	20772	0.5%

Value	Count	Frequency (%)
46	1	< 0.1%
44	1	< 0.1%
35	1	< 0.1%
32	2	< 0.1%
27	1	< 0.1%

numberofcontrsvalue_358L
Real number (ℝ)

MISSING

Distinct	106
Distinct (%)	< 0.1%
Missing	3809610
Missing (%)	92.7%
Infinite	0
Infinite (%)	0.0%
Mean	5.973958647

Minimum	0
Maximum	280
Zeros	24
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	4
Q3	8
95-th percentile	16
Maximum	280
Range	280
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	5.647614059
Coefficient of variation (CV)	0.9453721381
Kurtosis	67.81134802
Mean	5.973958647
Median Absolute Deviation (MAD)	3
Skewness	3.881083823
Sum	1783836
Variance	31.89554456
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	51583	1.3%
2	39501	1.0%
3	33180	0.8%
4	28290	0.7%
5	24317	0.6%
6	20591	0.5%
7	17464	0.4%
8	14744	0.4%
9	12180	0.3%
10	10125	0.2%
Other values (96)	46627	1.1%
(Missing)	3809610	92.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	24	< 0.1%
1	51583	1.3%
2	39501	1.0%
3	33180	0.8%
4	28290	0.7%

Value	Count	Frequency (%)
280	1	< 0.1%
238	1	< 0.1%
232	2	< 0.1%
158	1	< 0.1%
156	1	< 0.1%

numberofinstls_229L
Real number (ℝ)

MISSING ZEROS

Distinct	304
Distinct (%)	0.1%
Missing	3715974
Missing (%)	90.5%
Infinite	0
Infinite (%)	0.0%
Mean	12.57407747

Minimum	0
Maximum	600
Zeros	88926
Zeros (%)	2.2%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	6
Q3	13
95-th percentile	36
Maximum	600
Range	600
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	21.61935747
Coefficient of variation (CV)	1.719359334
Kurtosis	72.16797855
Mean	12.57407747
Median Absolute Deviation (MAD)	6
Skewness	6.679096004
Sum	4932031
Variance	467.3966176
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	88926	2.2%
12	64830	1.6%
6	46041	1.1%
1	31791	0.8%
24	24289	0.6%
3	15798	0.4%
18	15256	0.4%
36	14364	0.3%
10	9334	0.2%
4	6604	0.2%
Other values (294)	75005	1.8%
(Missing)	3715974	90.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	88926	2.2%
1	31791	0.8%
2	1804	< 0.1%
3	15798	0.4%
4	6604	0.2%

Value	Count	Frequency (%)
600	2	< 0.1%
494	1	< 0.1%
489	1	< 0.1%
488	1	< 0.1%
484	1	< 0.1%

numberofinstls_320L
Real number (ℝ)

MISSING

Distinct	312
Distinct (%)	0.1%
Missing	3747975
Missing (%)	91.2%
Infinite	0
Infinite (%)	0.0%
Mean	30.62740918

Minimum	0
Maximum	479
Zeros	119
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	6
Q1	12
median	24
Q3	36
95-th percentile	73
Maximum	479
Range	479
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	33.93290141
Coefficient of variation (CV)	1.10792595
Kurtosis	19.80796099
Mean	30.62740918
Median Absolute Deviation (MAD)	12
Skewness	3.867630426
Sum	11033126
Variance	1151.441798
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12	73405	1.8%
24	49271	1.2%
36	30666	0.7%
48	26609	0.6%
6	22323	0.5%
16	21738	0.5%
18	19200	0.5%
60	15034	0.4%
30	8567	0.2%
1	6054	0.1%
Other values (302)	87370	2.1%
(Missing)	3747975	91.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	119	< 0.1%
1	6054	0.1%
2	36	< 0.1%
3	5818	0.1%
4	1401	< 0.1%

Value	Count	Frequency (%)
479	1	< 0.1%
363	1	< 0.1%
362	1	< 0.1%
361	1	< 0.1%
360	5	< 0.1%

numberofoutstandinstls_520L
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	121
Distinct (%)	< 0.1%
Missing	3715663
Missing (%)	90.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.0818139901

Minimum	0
Maximum	525
Zeros	391852
Zeros (%)	9.5%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	525
Range	525
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3.636760514
Coefficient of variation (CV)	44.45157252
Kurtosis	6822.723145
Mean	0.0818139901
Median Absolute Deviation (MAD)	0
Skewness	74.83680843
Sum	32116
Variance	13.22602704
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	391852	9.5%
1	71	< 0.1%
2	47	< 0.1%
6	27	< 0.1%
4	25	< 0.1%
12	25	< 0.1%
22	23	< 0.1%
14	21	< 0.1%
8	21	< 0.1%
26	20	< 0.1%
Other values (111)	417	< 0.1%
(Missing)	3715663	90.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	391852	9.5%
1	71	< 0.1%
2	47	< 0.1%
3	7	< 0.1%
4	25	< 0.1%

Value	Count	Frequency (%)
525	1	< 0.1%
452	1	< 0.1%
446	1	< 0.1%
346	1	< 0.1%
344	2	< 0.1%

numberofoutstandinstls_59L
Real number (ℝ)

MISSING

Distinct	284
Distinct (%)	0.1%
Missing	3747993
Missing (%)	91.2%
Infinite	0
Infinite (%)	0.0%
Mean	20.66127828

Minimum	0
Maximum	318
Zeros	3116
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	5
median	12
Q3	25
95-th percentile	59
Maximum	318
Range	318
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	28.78415537
Coefficient of variation (CV)	1.393144944
Kurtosis	26.50819911
Mean	20.66127828
Median Absolute Deviation (MAD)	8
Skewness	4.370460057
Sum	7442585
Variance	828.5276005
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	23283	0.6%
6	16808	0.4%
2	16649	0.4%
3	16645	0.4%
5	16524	0.4%
4	15213	0.4%
7	14766	0.4%
8	14050	0.3%
9	13852	0.3%
10	13397	0.3%
Other values (274)	199032	4.8%
(Missing)	3747993	91.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	3116	0.1%
1	23283	0.6%
2	16649	0.4%
3	16645	0.4%
4	15213	0.4%

Value	Count	Frequency (%)
318	1	< 0.1%
313	1	< 0.1%
307	2	< 0.1%
305	1	< 0.1%
304	1	< 0.1%

numberofoverdueinstlmax_1039L
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	2466
Distinct (%)	0.4%
Missing	3449815
Missing (%)	84.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.54613554

Minimum	0
Maximum	61133
Zeros	490438
Zeros (%)	11.9%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	35
Maximum	61133
Range	61133
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	164.5328464
Coefficient of variation (CV)	9.943883633
Kurtosis	29202.09089
Mean	16.54613554
Median Absolute Deviation (MAD)	0
Skewness	90.37811423
Sum	10893926
Variance	27071.05753
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	490438	11.9%
1	28382	0.7%
2	10335	0.3%
4	10093	0.2%
3	8828	0.2%
5	7079	0.2%
8	4723	0.1%
7	4424	0.1%
6	3618	0.1%
18	3577	0.1%
Other values (2456)	86900	2.1%
(Missing)	3449815	84.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	490438	11.9%
1	28382	0.7%
2	10335	0.3%
3	8828	0.2%
4	10093	0.2%

Value	Count	Frequency (%)
61133	1	< 0.1%
13674	1	< 0.1%
5419	1	< 0.1%
5333	1	< 0.1%
5259	1	< 0.1%

numberofoverdueinstlmax_1151L
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	3141
Distinct (%)	0.7%
Missing	3651491
Missing (%)	88.9%
Infinite	0
Infinite (%)	0.0%
Mean	51.7859678

Minimum	0
Maximum	260000
Zeros	319803
Zeros (%)	7.8%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	139
Maximum	260000
Range	260000
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	553.7247198
Coefficient of variation (CV)	10.69256293
Kurtosis	116887.5369
Mean	51.7859678
Median Absolute Deviation (MAD)	0
Skewness	280.671289
Sum	23651739
Variance	306611.0654
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	319803	7.8%
1	24931	0.6%
2	7534	0.2%
4	7059	0.2%
3	6873	0.2%
7	4643	0.1%
5	3984	0.1%
6	3370	0.1%
8	3028	0.1%
9	2317	0.1%
Other values (3131)	73179	1.8%
(Missing)	3651491	88.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	319803	7.8%
1	24931	0.6%
2	7534	0.2%
3	6873	0.2%
4	7059	0.2%

Value	Count	Frequency (%)
260000	1	< 0.1%
130000	1	< 0.1%
93972	1	< 0.1%
93956	1	< 0.1%
44931	1	< 0.1%

numberofoverdueinstlmaxdat_148D
Text

MISSING

Distinct	3940
Distinct (%)	2.9%
Missing	3971294
Missing (%)	96.7%
Memory size	31.3 MiB

Length

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

Characters and Unicode

Total characters	1369180
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	354 ?
Unique (%)	0.3%

Sample

1st row	2011-09-04
2nd row	2017-01-21
3rd row	2015-02-16
4th row	2015-12-29
5th row	2018-04-26

Value	Count	Frequency (%)
2007-07-31	5448	4.0%
2011-08-24	1607	1.2%
2007-07-05	1236	0.9%
2012-03-04	1202	0.9%
2008-10-15	819	0.6%
2011-09-04	730	0.5%
2010-01-07	537	0.4%
2015-06-26	521	0.4%
2018-08-02	494	0.4%
2018-09-17	462	0.3%
Other values (3930)	123862	90.5%

Most occurring characters

Value	Count	Frequency (%)
0	334332	24.4%
-	273836	20.0%
1	236075	17.2%
2	217499	15.9%
7	54599	4.0%
8	50047	3.7%
5	42883	3.1%
4	42501	3.1%
3	41299	3.0%
6	40732	3.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1095344	80.0%
Dash Punctuation	273836	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	334332	30.5%
1	236075	21.6%
2	217499	19.9%
7	54599	5.0%
8	50047	4.6%
5	42883	3.9%
4	42501	3.9%
3	41299	3.8%
6	40732	3.7%
9	35377	3.2%

Dash Punctuation

Value	Count	Frequency (%)
-	273836	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1369180	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	334332	24.4%
-	273836	20.0%
1	236075	17.2%
2	217499	15.9%
7	54599	4.0%
8	50047	3.7%
5	42883	3.1%
4	42501	3.1%
3	41299	3.0%
6	40732	3.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1369180	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	334332	24.4%
-	273836	20.0%
1	236075	17.2%
2	217499	15.9%
7	54599	4.0%
8	50047	3.7%
5	42883	3.1%
4	42501	3.1%
3	41299	3.0%
6	40732	3.0%

numberofoverdueinstlmaxdat_641D
Text

MISSING

Distinct	1988
Distinct (%)	1.2%
Missing	3940253
Missing (%)	95.9%
Memory size	31.3 MiB

Length

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

Characters and Unicode

Total characters	1679590
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	433 ?
Unique (%)	0.3%

Sample

1st row	2014-01-21
2nd row	2018-07-12
3rd row	2018-11-12
4th row	2018-07-12
5th row	2018-12-15

Value	Count	Frequency (%)
2019-02-07	2197	1.3%
2018-12-20	2197	1.3%
2018-11-20	2151	1.3%
2019-03-26	2149	1.3%
2019-01-11	1727	1.0%
2019-01-23	1694	1.0%
2019-01-24	1457	0.9%
2019-01-07	1450	0.9%
2019-03-05	1447	0.9%
2019-02-12	1438	0.9%
Other values (1978)	150052	89.3%

Most occurring characters

Value	Count	Frequency (%)
0	375355	22.3%
-	335918	20.0%
1	315401	18.8%
2	278067	16.6%
8	87898	5.2%
9	72598	4.3%
6	47075	2.8%
7	46231	2.8%
5	42888	2.6%
4	39842	2.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1343672	80.0%
Dash Punctuation	335918	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	375355	27.9%
1	315401	23.5%
2	278067	20.7%
8	87898	6.5%
9	72598	5.4%
6	47075	3.5%
7	46231	3.4%
5	42888	3.2%
4	39842	3.0%
3	38317	2.9%

Dash Punctuation

Value	Count	Frequency (%)
-	335918	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1679590	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	375355	22.3%
-	335918	20.0%
1	315401	18.8%
2	278067	16.6%
8	87898	5.2%
9	72598	4.3%
6	47075	2.8%
7	46231	2.8%
5	42888	2.6%
4	39842	2.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1679590	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	375355	22.3%
-	335918	20.0%
1	315401	18.8%
2	278067	16.6%
8	87898	5.2%
9	72598	4.3%
6	47075	2.8%
7	46231	2.8%
5	42888	2.6%
4	39842	2.4%

numberofoverdueinstls_725L
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	2124
Distinct (%)	0.3%
Missing	3452684
Missing (%)	84.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.684010447

Minimum	0
Maximum	5419
Zeros	636359
Zeros (%)	15.5%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	5419
Range	5419
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	124.942852
Coefficient of variation (CV)	14.3876902
Kurtosis	532.221482
Mean	8.684010447
Median Absolute Deviation (MAD)	0
Skewness	20.96103777
Sum	5692612
Variance	15610.71626
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	636359	15.5%
1	2901	0.1%
4	938	< 0.1%
2	806	< 0.1%
3	745	< 0.1%
5	560	< 0.1%
8	539	< 0.1%
7	537	< 0.1%
11	464	< 0.1%
6	393	< 0.1%
Other values (2114)	11286	0.3%
(Missing)	3452684	84.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	636359	15.5%
1	2901	0.1%
2	806	< 0.1%
3	745	< 0.1%
4	938	< 0.1%

Value	Count	Frequency (%)
5419	1	< 0.1%
5333	1	< 0.1%
5259	1	< 0.1%
5120	1	< 0.1%
5100	1	< 0.1%

numberofoverdueinstls_834L
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	70
Distinct (%)	< 0.1%
Missing	3652014
Missing (%)	88.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.05372886334

Minimum	0
Maximum	868
Zeros	455861
Zeros (%)	11.1%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	868
Range	868
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4.523912172
Coefficient of variation (CV)	84.19891825
Kurtosis	10841.28853
Mean	0.05372886334
Median Absolute Deviation (MAD)	0
Skewness	97.95482955
Sum	24511
Variance	20.46578134
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	455861	11.1%
1	109	< 0.1%
2	54	< 0.1%
5	22	< 0.1%
3	22	< 0.1%
4	12	< 0.1%
7	11	< 0.1%
6	10	< 0.1%
11	7	< 0.1%
15	5	< 0.1%
Other values (60)	85	< 0.1%
(Missing)	3652014	88.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	455861	11.1%
1	109	< 0.1%
2	54	< 0.1%
3	22	< 0.1%
4	12	< 0.1%

Value	Count	Frequency (%)
868	1	< 0.1%
604	1	< 0.1%
586	1	< 0.1%
518	1	< 0.1%
503	1	< 0.1%

outstandingamount_354A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	86
Distinct (%)	< 0.1%
Missing	3715535
Missing (%)	90.4%
Infinite	0
Infinite (%)	0.0%
Mean	4.065994422

Minimum	0
Maximum	351940.3
Zeros	392566
Zeros (%)	9.6%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	351940.3
Range	351940.3
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	815.2670955
Coefficient of variation (CV)	200.5086606
Kurtosis	112662.2592
Mean	4.065994422
Median Absolute Deviation (MAD)	0
Skewness	311.8560199
Sum	1596622.492
Variance	664660.437
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	392566	9.6%
0.4	7	< 0.1%
0.2	5	< 0.1%
1.2	4	< 0.1%
1.6	3	< 0.1%
1	3	< 0.1%
6000	2	< 0.1%
1786.4	2	< 0.1%
0.6	2	< 0.1%
8315.664	2	< 0.1%
Other values (76)	81	< 0.1%
(Missing)	3715535	90.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	392566	9.6%
0.2	5	< 0.1%
0.4	7	< 0.1%
0.6	2	< 0.1%
0.8	2	< 0.1%

Value	Count	Frequency (%)
351940.3	1	< 0.1%
214592.48	1	< 0.1%
196028.58	1	< 0.1%
134000	1	< 0.1%
115627.766	1	< 0.1%

outstandingamount_362A
Real number (ℝ)

MISSING SKEWED

Distinct	340220
Distinct (%)	94.4%
Missing	3747881
Missing (%)	91.2%
Infinite	0
Infinite (%)	0.0%
Mean	160062.0501

Minimum	0
Maximum	1688617600
Zeros	3366
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	3250.0481
Q1	13903.734
median	37362.926
Q3	108526.2
95-th percentile	600000
Maximum	1688617600
Range	1688617600
Interquartile range (IQR)	94622.466

Descriptive statistics

Standard deviation	3052952.991
Coefficient of variation (CV)	19.07355921
Kurtosis	262302.7884
Mean	160062.0501
Median Absolute Deviation (MAD)	29577.032
Skewness	487.0921733
Sum	5.767531859 × 10¹⁰
Variance	9.320521967 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3366	0.1%
100000	187	< 0.1%
40000	182	< 0.1%
20000	177	< 0.1%
60000	164	< 0.1%
200000	123	< 0.1%
2114	120	< 0.1%
30000	115	< 0.1%
10000	101	< 0.1%
4000	92	< 0.1%
Other values (340210)	355704	8.7%
(Missing)	3747881	91.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	3366	0.1%
0.002	12	< 0.1%
0.004	5	< 0.1%
0.006	2	< 0.1%
0.008	1	< 0.1%

Value	Count	Frequency (%)
1688617600	1	< 0.1%
505571330	1	< 0.1%
365137500	1	< 0.1%
88925784	1	< 0.1%
73752440	1	< 0.1%

overdueamount_31A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	100
Distinct (%)	< 0.1%
Missing	3651899
Missing (%)	88.9%
Infinite	0
Infinite (%)	0.0%
Mean	17.79835196

Minimum	0
Maximum	421656.6
Zeros	456195
Zeros (%)	11.1%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	421656.6
Range	421656.6
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1847.876089
Coefficient of variation (CV)	103.822876
Kurtosis	25040.6172
Mean	17.79835196
Median Absolute Deviation (MAD)	0
Skewness	144.0515936
Sum	8121619.378
Variance	3414646.041
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	456195	11.1%
0.4	6	< 0.1%
1.2	4	< 0.1%
0.2	3	< 0.1%
1.6	3	< 0.1%
1	2	< 0.1%
2.2	2	< 0.1%
1.4	2	< 0.1%
135375	2	< 0.1%
0.6	2	< 0.1%
Other values (90)	92	< 0.1%
(Missing)	3651899	88.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	456195	11.1%
0.128	1	< 0.1%
0.2	3	< 0.1%
0.4	6	< 0.1%
0.6	2	< 0.1%

Value	Count	Frequency (%)
421656.6	1	< 0.1%
415876	1	< 0.1%
406000	1	< 0.1%
282475	1	< 0.1%
281860	1	< 0.1%

overdueamount_659A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	16932
Distinct (%)	2.6%
Missing	3452681
Missing (%)	84.0%
Infinite	0
Infinite (%)	0.0%
Mean	932.6235511

Minimum	0
Maximum	49005736
Zeros	636362
Zeros (%)	15.5%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	49005736
Range	49005736
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	74356.73592
Coefficient of variation (CV)	79.7285634
Kurtosis	294623.2297
Mean	932.6235511
Median Absolute Deviation (MAD)	0
Skewness	477.9428866
Sum	611363649.1
Variance	5528924177
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	636362	15.5%
4	38	< 0.1%
10	37	< 0.1%
2	37	< 0.1%
0.4	34	< 0.1%
0.8	33	< 0.1%
0.2	30	< 0.1%
14	28	< 0.1%
1.2	28	< 0.1%
8	27	< 0.1%
Other values (16922)	18877	0.5%
(Missing)	3452681	84.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	636362	15.5%
0.002	5	< 0.1%
0.004	3	< 0.1%
0.006	2	< 0.1%
0.008	1	< 0.1%

Value	Count	Frequency (%)
49005736	1	< 0.1%
15233466	1	< 0.1%
14662000	1	< 0.1%
12144611	1	< 0.1%
8581935	1	< 0.1%

overdueamountmax2_14A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	135322
Distinct (%)	20.6%
Missing	3449815
Missing (%)	84.0%
Infinite	0
Infinite (%)	0.0%
Mean	3275.328112

Minimum	0
Maximum	49261336
Zeros	488787
Zeros (%)	11.9%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	5.8
95-th percentile	9207.1532
Maximum	49261336
Range	49261336
Interquartile range (IQR)	5.8

Descriptive statistics

Standard deviation	116946.836
Coefficient of variation (CV)	35.70538034
Kurtosis	88712.1697
Mean	3275.328112
Median Absolute Deviation (MAD)	0
Skewness	265.4617439
Sum	2156466203
Variance	1.367656245 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	488787	11.9%
0.4	178	< 0.1%
0.2	178	< 0.1%
800	175	< 0.1%
10	172	< 0.1%
2	164	< 0.1%
4	162	< 0.1%
0.8	154	< 0.1%
400	143	< 0.1%
8	138	< 0.1%
Other values (135312)	168146	4.1%
(Missing)	3449815	84.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	488787	11.9%
0.002	16	< 0.1%
0.004	12	< 0.1%
0.006	11	< 0.1%
0.008	16	< 0.1%

Value	Count	Frequency (%)
49261336	1	< 0.1%
38414330	1	< 0.1%
33724950	1	< 0.1%
33003988	1	< 0.1%
15991722	2	< 0.1%

overdueamountmax2_398A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	98047
Distinct (%)	21.5%
Missing	3651491
Missing (%)	88.9%
Infinite	0
Infinite (%)	0.0%
Mean	5635.960605

Minimum	0
Maximum	60940892
Zeros	321264
Zeros (%)	7.8%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	695.4
95-th percentile	14966.565
Maximum	60940892
Range	60940892
Interquartile range (IQR)	695.4

Descriptive statistics

Standard deviation	169765.1202
Coefficient of variation (CV)	30.12177197
Kurtosis	57971.97163
Mean	5635.960605
Median Absolute Deviation (MAD)	0
Skewness	213.5484334
Sum	2574061563
Variance	2.882019603 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	321264	7.8%
0.2	622	< 0.1%
0.4	346	< 0.1%
0.8	223	< 0.1%
1.6	206	< 0.1%
2	205	< 0.1%
1	185	< 0.1%
0.6	182	< 0.1%
1.2	161	< 0.1%
4	146	< 0.1%
Other values (98037)	133181	3.2%
(Missing)	3651491	88.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	321264	7.8%
0.002	13	< 0.1%
0.004	9	< 0.1%
0.006	8	< 0.1%
0.008	7	< 0.1%

Value	Count	Frequency (%)
60940892	1	< 0.1%
42066460	1	< 0.1%
38038588	1	< 0.1%
30147584	1	< 0.1%
27719088	1	< 0.1%

overdueamountmax2date_1002D
Text

MISSING

Distinct	3856
Distinct (%)	2.8%
Missing	3972755
Missing (%)	96.7%
Memory size	31.3 MiB

Length

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

Characters and Unicode

Total characters	1354570
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	312 ?
Unique (%)	0.2%

Sample

1st row	2011-04-20
2nd row	2016-08-26
3rd row	2015-02-16
4th row	2016-01-27
5th row	2018-04-26

Value	Count	Frequency (%)
2011-10-06	2069	1.5%
2008-10-15	804	0.6%
2015-07-07	640	0.5%
2010-01-07	607	0.4%
2008-11-27	429	0.3%
2018-04-26	411	0.3%
2018-03-16	405	0.3%
2017-08-24	403	0.3%
2007-07-31	401	0.3%
2018-05-16	390	0.3%
Other values (3846)	128898	95.2%

Most occurring characters

Value	Count	Frequency (%)
0	329853	24.4%
-	270914	20.0%
1	239738	17.7%
2	218153	16.1%
8	49734	3.7%
7	45101	3.3%
6	43116	3.2%
5	43061	3.2%
4	40096	3.0%
3	39179	2.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1083656	80.0%
Dash Punctuation	270914	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	329853	30.4%
1	239738	22.1%
2	218153	20.1%
8	49734	4.6%
7	45101	4.2%
6	43116	4.0%
5	43061	4.0%
4	40096	3.7%
3	39179	3.6%
9	35625	3.3%

Dash Punctuation

Value	Count	Frequency (%)
-	270914	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1354570	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	329853	24.4%
-	270914	20.0%
1	239738	17.7%
2	218153	16.1%
8	49734	3.7%
7	45101	3.3%
6	43116	3.2%
5	43061	3.2%
4	40096	3.0%
3	39179	2.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1354570	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	329853	24.4%
-	270914	20.0%
1	239738	17.7%
2	218153	16.1%
8	49734	3.7%
7	45101	3.3%
6	43116	3.2%
5	43061	3.2%
4	40096	3.0%
3	39179	2.9%

overdueamountmax2date_1142D
Text

MISSING

Distinct	2259
Distinct (%)	1.3%
Missing	3938602
Missing (%)	95.9%
Memory size	31.3 MiB

Length

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

Characters and Unicode

Total characters	1696100
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	488 ?
Unique (%)	0.3%

Sample

1st row	2013-10-28
2nd row	2018-07-12
3rd row	2018-11-12
4th row	2018-06-28
5th row	2018-12-04

Value	Count	Frequency (%)
2018-12-20	2424	1.4%
2018-11-20	2281	1.3%
2019-02-07	1900	1.1%
2019-03-26	1867	1.1%
2019-01-23	1555	0.9%
2019-01-07	1533	0.9%
2019-01-11	1518	0.9%
2019-01-24	1434	0.8%
2019-03-05	1434	0.8%
2018-12-15	1275	0.8%
Other values (2249)	152389	89.8%

Most occurring characters

Value	Count	Frequency (%)
0	380145	22.4%
-	339220	20.0%
1	321255	18.9%
2	278999	16.4%
8	91917	5.4%
9	67876	4.0%
7	48995	2.9%
6	47019	2.8%
5	42148	2.5%
3	39399	2.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1356880	80.0%
Dash Punctuation	339220	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	380145	28.0%
1	321255	23.7%
2	278999	20.6%
8	91917	6.8%
9	67876	5.0%
7	48995	3.6%
6	47019	3.5%
5	42148	3.1%
3	39399	2.9%
4	39127	2.9%

Dash Punctuation

Value	Count	Frequency (%)
-	339220	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1696100	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	380145	22.4%
-	339220	20.0%
1	321255	18.9%
2	278999	16.4%
8	91917	5.4%
9	67876	4.0%
7	48995	2.9%
6	47019	2.8%
5	42148	2.5%
3	39399	2.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1696100	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	380145	22.4%
-	339220	20.0%
1	321255	18.9%
2	278999	16.4%
8	91917	5.4%
9	67876	4.0%
7	48995	2.9%
6	47019	2.8%
5	42148	2.5%
3	39399	2.3%

overdueamountmax_155A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	111085
Distinct (%)	16.9%
Missing	3449815
Missing (%)	84.0%
Infinite	0
Infinite (%)	0.0%
Mean	2432.906219

Minimum	0
Maximum	49261336
Zeros	521121
Zeros (%)	12.7%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	7153.918
Maximum	49261336
Range	49261336
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	91318.36174
Coefficient of variation (CV)	37.5346822
Kurtosis	161776.9999
Mean	2432.906219
Median Absolute Deviation (MAD)	0
Skewness	350.8231859
Sum	1601818156
Variance	8339043191
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	521121	12.7%
1000	211	< 0.1%
800	173	< 0.1%
10	170	< 0.1%
0.4	162	< 0.1%
4	157	< 0.1%
2	154	< 0.1%
400	144	< 0.1%
3000	143	< 0.1%
2000	143	< 0.1%
Other values (111075)	135819	3.3%
(Missing)	3449815	84.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	521121	12.7%
0.002	14	< 0.1%
0.004	7	< 0.1%
0.006	11	< 0.1%
0.008	19	< 0.1%

Value	Count	Frequency (%)
49261336	1	< 0.1%
33724950	1	< 0.1%
15845752	1	< 0.1%
15237162	1	< 0.1%
14662000	1	< 0.1%

overdueamountmax_35A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	93238
Distinct (%)	21.2%
Missing	3667444
Missing (%)	89.3%
Infinite	0
Infinite (%)	0.0%
Mean	4512.766137

Minimum	0
Maximum	38038588
Zeros	311547
Zeros (%)	7.6%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	464.4275
95-th percentile	13853.75445
Maximum	38038588
Range	38038588
Interquartile range (IQR)	464.4275

Descriptive statistics

Standard deviation	91143.63386
Coefficient of variation (CV)	20.19684404
Kurtosis	85585.08525
Mean	4512.766137
Median Absolute Deviation (MAD)	0
Skewness	248.4321213
Sum	1989082905
Variance	8307161992
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	311547	7.6%
0.2	579	< 0.1%
0.4	320	< 0.1%
0.8	218	< 0.1%
1.6	209	< 0.1%
2	206	< 0.1%
1	188	< 0.1%
0.6	180	< 0.1%
1.2	156	< 0.1%
4	148	< 0.1%
Other values (93228)	127017	3.1%
(Missing)	3667444	89.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	311547	7.6%
0.002	9	< 0.1%
0.004	9	< 0.1%
0.006	10	< 0.1%
0.008	6	< 0.1%

Value	Count	Frequency (%)
38038588	1	< 0.1%
21444070	1	< 0.1%
20011292	1	< 0.1%
18579138	1	< 0.1%
8573098	1	< 0.1%

overdueamountmaxdatemonth_284T
Real number (ℝ)

MISSING

Distinct	12
Distinct (%)	< 0.1%
Missing	3667444
Missing (%)	89.3%
Infinite	0
Infinite (%)	0.0%
Mean	6.536713192

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	31.3 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	3.467495122
Coefficient of variation (CV)	0.5304646266
Kurtosis	-1.211236032
Mean	6.536713192
Median Absolute Deviation (MAD)	3
Skewness	-0.04163884392
Sum	2881174
Variance	12.02352242
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
11	40773	1.0%
1	40344	1.0%
6	39766	1.0%
7	37426	0.9%
8	37032	0.9%
9	36933	0.9%
10	36091	0.9%
2	35345	0.9%
12	35224	0.9%
5	34824	0.8%
Other values (2)	67010	1.6%
(Missing)	3667444	89.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	40344	1.0%
2	35345	0.9%
3	33352	0.8%
4	33658	0.8%
5	34824	0.8%

Value	Count	Frequency (%)
12	35224	0.9%
11	40773	1.0%
10	36091	0.9%
9	36933	0.9%
8	37032	0.9%

overdueamountmaxdatemonth_365T
Real number (ℝ)

MISSING

Distinct	12
Distinct (%)	< 0.1%
Missing	3449815
Missing (%)	84.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.26020319

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	6
Q3	9
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.414489266
Coefficient of variation (CV)	0.5454278658
Kurtosis	-1.142484858
Mean	6.26020319
Median Absolute Deviation (MAD)	3
Skewness	0.1044128972
Sum	4121699
Variance	11.65873695
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
6	63956	1.6%
1	61658	1.5%
5	60303	1.5%
7	59992	1.5%
4	58327	1.4%
2	55159	1.3%
3	54766	1.3%
8	52365	1.3%
12	52045	1.3%
10	51586	1.3%
Other values (2)	88240	2.1%
(Missing)	3449815	84.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	61658	1.5%
2	55159	1.3%
3	54766	1.3%
4	58327	1.4%
5	60303	1.5%

Value	Count	Frequency (%)
12	52045	1.3%
11	46721	1.1%
10	51586	1.3%
9	41519	1.0%
8	52365	1.3%

overdueamountmaxdateyear_2T
Real number (ℝ)

MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	3449815
Missing (%)	84.0%
Infinite	0
Infinite (%)	0.0%
Mean	2017.976456

Minimum	2015
Maximum	2019
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	2015
5-th percentile	2017
Q1	2017
median	2018
Q3	2019
95-th percentile	2019
Maximum	2019
Range	4
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	0.7359087522
Coefficient of variation (CV)	0.0003646765798
Kurtosis	-1.141239376
Mean	2017.976456
Median Absolute Deviation (MAD)	1
Skewness	0.03325426477
Sum	1328629645
Variance	0.5415616916
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
2018	301881	7.3%
2017	185839	4.5%
2019	170570	4.2%
2016	89	< 0.1%
2015	18	< 0.1%
(Missing)	3449815	84.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2015	18	< 0.1%
2016	89	< 0.1%
2017	185839	4.5%
2018	301881	7.3%
2019	170570	4.2%

Value	Count	Frequency (%)
2019	170570	4.2%
2018	301881	7.3%
2017	185839	4.5%
2016	89	< 0.1%
2015	18	< 0.1%

overdueamountmaxdateyear_994T
Real number (ℝ)

MISSING

Distinct	17
Distinct (%)	< 0.1%
Missing	3667444
Missing (%)	89.3%
Infinite	0
Infinite (%)	0.0%
Mean	2014.010942

Minimum	2003
Maximum	2019
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	2003
5-th percentile	2007
Q1	2011
median	2015
Q3	2017
95-th percentile	2018
Maximum	2019
Range	16
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.711946341
Coefficient of variation (CV)	0.001843061655
Kurtosis	-0.6463963288
Mean	2014.010942
Median Absolute Deviation (MAD)	3
Skewness	-0.6728371949
Sum	887711575
Variance	13.77854564
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
2018	72373	1.8%
2017	62531	1.5%
2016	45628	1.1%
2015	40580	1.0%
2014	35967	0.9%
2013	31783	0.8%
2012	25249	0.6%
2011	21754	0.5%
2007	20067	0.5%
2010	18949	0.5%
Other values (7)	65887	1.6%
(Missing)	3667444	89.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2003	1	< 0.1%
2004	147	< 0.1%
2005	3493	0.1%
2006	11999	0.3%
2007	20067	0.5%

Value	Count	Frequency (%)
2019	15735	0.4%
2018	72373	1.8%
2017	62531	1.5%
2016	45628	1.1%
2015	40580	1.0%

periodicityofpmts_1102L
Real number (ℝ)

MISSING SKEWED

Distinct	5
Distinct (%)	< 0.1%
Missing	3748546
Missing (%)	91.2%
Infinite	0
Infinite (%)	0.0%
Mean	30.11575462

Minimum	1
Maximum	360
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	31.3 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	5.429628051
Coefficient of variation (CV)	0.1802919475
Kurtosis	2449.408091
Mean	30.11575462
Median Absolute Deviation (MAD)	0
Skewness	46.13117812
Sum	10831613
Variance	29.48086077
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
30	359153	8.7%
1	233	< 0.1%
180	180	< 0.1%
360	57	< 0.1%
90	43	< 0.1%
(Missing)	3748546	91.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	233	< 0.1%
30	359153	8.7%
90	43	< 0.1%
180	180	< 0.1%
360	57	< 0.1%

Value	Count	Frequency (%)
360	57	< 0.1%
180	180	< 0.1%
90	43	< 0.1%
30	359153	8.7%
1	233	< 0.1%

periodicityofpmts_837L
Real number (ℝ)

MISSING SKEWED

Distinct	5
Distinct (%)	< 0.1%
Missing	3755452
Missing (%)	91.4%
Infinite	0
Infinite (%)	0.0%
Mean	30.31703991

Minimum	1
Maximum	360
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	31.3 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	6.829525219
Coefficient of variation (CV)	0.225270186
Kurtosis	614.9114899
Mean	30.31703991
Median Absolute Deviation (MAD)	0
Skewness	23.45458419
Sum	10694639
Variance	46.64241472
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
30	351861	8.6%
180	633	< 0.1%
90	224	< 0.1%
1	29	< 0.1%
360	13	< 0.1%
(Missing)	3755452	91.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	29	< 0.1%
30	351861	8.6%
90	224	< 0.1%
180	633	< 0.1%
360	13	< 0.1%

Value	Count	Frequency (%)
360	13	< 0.1%
180	633	< 0.1%
90	224	< 0.1%
30	351861	8.6%
1	29	< 0.1%

prolongationcount_1120L
Real number (ℝ)

MISSING

Distinct	47
Distinct (%)	0.2%
Missing	4081757
Missing (%)	99.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.5801549802

Minimum	0
Maximum	96
Zeros	20649
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	96
Range	96
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.257182628
Coefficient of variation (CV)	3.890654576
Kurtosis	329.3524278
Mean	0.5801549802
Median Absolute Deviation (MAD)	0
Skewness	13.71077719
Sum	15348
Variance	5.094873417
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
0	20649	0.5%
1	3127	0.1%
2	1124	< 0.1%
3	538	< 0.1%
4	293	< 0.1%
5	202	< 0.1%
6	118	< 0.1%
7	84	< 0.1%
8	61	< 0.1%
9	40	< 0.1%
Other values (37)	219	< 0.1%
(Missing)	4081757	99.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	20649	0.5%
1	3127	0.1%
2	1124	< 0.1%
3	538	< 0.1%
4	293	< 0.1%

Value	Count	Frequency (%)
96	1	< 0.1%
80	1	< 0.1%
66	1	< 0.1%
56	1	< 0.1%
55	1	< 0.1%

prolongationcount_599L
Real number (ℝ)

MISSING

Distinct	39
Distinct (%)	0.7%
Missing	4102220
Missing (%)	99.9%
Infinite	0
Infinite (%)	0.0%
Mean	1.027202937

Minimum	0
Maximum	63
Zeros	3978
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	4
Maximum	63
Range	63
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	3.338884526
Coefficient of variation (CV)	3.250462401
Kurtosis	122.7831578
Mean	1.027202937
Median Absolute Deviation (MAD)	0
Skewness	9.413827532
Sum	6155
Variance	11.14814988
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
0	3978	0.1%
1	1042	< 0.1%
2	350	< 0.1%
3	207	< 0.1%
4	124	< 0.1%
5	64	< 0.1%
7	37	< 0.1%
6	35	< 0.1%
9	25	< 0.1%
8	21	< 0.1%
Other values (29)	109	< 0.1%
(Missing)	4102220	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	3978	0.1%
1	1042	< 0.1%
2	350	< 0.1%
3	207	< 0.1%
4	124	< 0.1%

Value	Count	Frequency (%)
63	1	< 0.1%
55	2	< 0.1%
54	2	< 0.1%
51	2	< 0.1%
50	2	< 0.1%

purposeofcred_426M
Text

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	31.3 MiB

Length

Max length	12
Median length	8
Mean length	8.00005842
Min length	8

Characters and Unicode

Total characters	32865936
Distinct characters	18
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Value	Count	Frequency (%)
a55475b1	3449815	84.0%
60c73645	504371	12.3%
96a8fdfe	147626	3.6%
e19fdece	3478	0.1%
9e302002	1668	< 0.1%
7a7d6960	642	< 0.1%
44164129	266	< 0.1%
e8f3b178	116	< 0.1%
28bfa260	102	< 0.1%
8193a6ce	62	< 0.1%
Other values (2)	66	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
5	10853828	33.0%
7	3955586	12.0%
4	3954984	12.0%
a	3598247	10.9%
1	3454243	10.5%
b	3450039	10.5%
6	1158148	3.5%
0	510125	1.6%
c	507917	1.5%
3	506217	1.5%
Other values (8)	916602	2.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	24698953	75.2%
Lowercase Letter	8166803	24.8%
Connector Punctuation	120	< 0.1%
Uppercase Letter	60	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	10853828	43.9%
7	3955586	16.0%
4	3954984	16.0%
1	3454243	14.0%
6	1158148	4.7%
0	510125	2.1%
3	506217	2.0%
9	153742	0.6%
8	148148	0.6%
2	3932	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
a	3598247	44.1%
b	3450039	42.2%
c	507917	6.2%
f	298948	3.7%
e	159906	2.0%
d	151746	1.9%

Connector Punctuation

Value	Count	Frequency (%)
_	120	100.0%

Uppercase Letter

Value	Count	Frequency (%)
P	60	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	24699073	75.2%
Latin	8166863	24.8%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	10853828	43.9%
7	3955586	16.0%
4	3954984	16.0%
1	3454243	14.0%
6	1158148	4.7%
0	510125	2.1%
3	506217	2.0%
9	153742	0.6%
8	148148	0.6%
2	3932	< 0.1%

Latin

Value	Count	Frequency (%)
a	3598247	44.1%
b	3450039	42.2%
c	507917	6.2%
f	298948	3.7%
e	159906	2.0%
d	151746	1.9%
P	60	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	32865936	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	10853828	33.0%
7	3955586	12.0%
4	3954984	12.0%
a	3598247	10.9%
1	3454243	10.5%
b	3450039	10.5%
6	1158148	3.5%
0	510125	1.6%
c	507917	1.5%
3	506217	1.5%
Other values (8)	916602	2.8%

purposeofcred_874M
Text

Distinct	18
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	31.3 MiB

Length

Max length	12
Median length	8
Mean length	8.00030865
Min length	8

Characters and Unicode

Total characters	32866964
Distinct characters	18
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Value	Count	Frequency (%)
a55475b1	3651541	88.9%
60c73645	208624	5.1%
5065c2b8	125894	3.1%
96a8fdfe	101951	2.5%
e19fdece	8652	0.2%
d9ae1a0e	5635	0.1%
27b6de28	2021	< 0.1%
5d1b0cdd	1088	< 0.1%
d11871e7	736	< 0.1%
89ccf2a3	665	< 0.1%
Other values (8)	1405	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
5	11416123	34.7%
7	3864808	11.8%
4	3861050	11.7%
b	3781070	11.5%
a	3765800	11.5%
1	3671218	11.2%
6	648464	2.0%
c	345619	1.1%
0	341583	1.0%
8	232425	0.7%
Other values (8)	938804	2.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	24494036	74.5%
Lowercase Letter	8371977	25.5%
Connector Punctuation	634	< 0.1%
Uppercase Letter	317	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	11416123	46.6%
7	3864808	15.8%
4	3861050	15.8%
1	3671218	15.0%
6	648464	2.6%
0	341583	1.4%
8	232425	0.9%
3	209416	0.9%
2	131484	0.5%
9	117465	0.5%

Lowercase Letter

Value	Count	Frequency (%)
b	3781070	45.2%
a	3765800	45.0%
c	345619	4.1%
f	213593	2.6%
e	142904	1.7%
d	122991	1.5%

Connector Punctuation

Value	Count	Frequency (%)
_	634	100.0%

Uppercase Letter

Value	Count	Frequency (%)
P	317	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	24494670	74.5%
Latin	8372294	25.5%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	11416123	46.6%
7	3864808	15.8%
4	3861050	15.8%
1	3671218	15.0%
6	648464	2.6%
0	341583	1.4%
8	232425	0.9%
3	209416	0.9%
2	131484	0.5%
9	117465	0.5%

Latin

Value	Count	Frequency (%)
b	3781070	45.2%
a	3765800	45.0%
c	345619	4.1%
f	213593	2.6%
e	142904	1.7%
d	122991	1.5%
P	317	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	32866964	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	11416123	34.7%
7	3864808	11.8%
4	3861050	11.7%
b	3781070	11.5%
a	3765800	11.5%
1	3671218	11.2%
6	648464	2.0%
c	345619	1.1%
0	341583	1.0%
8	232425	0.7%
Other values (8)	938804	2.9%

refreshdate_3813885D
Text

MISSING

Distinct	181
Distinct (%)	< 0.1%
Missing	1429958
Missing (%)	34.8%
Memory size	31.3 MiB

Length

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

Characters and Unicode

Total characters	26782540
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	1 ?
Unique (%)	< 0.1%

Sample

1st row	2019-01-28
2nd row	2019-01-28
3rd row	2019-01-28
4th row	2019-01-03
5th row	2019-01-24

Value	Count	Frequency (%)
2019-01-03	334789	12.5%
2019-02-06	299723	11.2%
2019-02-03	246648	9.2%
2019-02-04	162667	6.1%
2019-05-04	128743	4.8%
2019-05-03	76402	2.9%
2018-11-02	50900	1.9%
2018-12-19	50204	1.9%
2019-06-26	31009	1.2%
2019-03-29	29197	1.1%
Other values (171)	1267972	47.3%

Most occurring characters

Value	Count	Frequency (%)
0	7075418	26.4%
-	5356508	20.0%
2	4260513	15.9%
1	3886247	14.5%
9	2775292	10.4%
3	1092120	4.1%
6	739965	2.8%
4	625238	2.3%
5	534120	2.0%
8	241869	0.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21426032	80.0%
Dash Punctuation	5356508	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	7075418	33.0%
2	4260513	19.9%
1	3886247	18.1%
9	2775292	13.0%
3	1092120	5.1%
6	739965	3.5%
4	625238	2.9%
5	534120	2.5%
8	241869	1.1%
7	195250	0.9%

Dash Punctuation

Value	Count	Frequency (%)
-	5356508	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	26782540	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	7075418	26.4%
-	5356508	20.0%
2	4260513	15.9%
1	3886247	14.5%
9	2775292	10.4%
3	1092120	4.1%
6	739965	2.8%
4	625238	2.3%
5	534120	2.0%
8	241869	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	26782540	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	7075418	26.4%
-	5356508	20.0%
2	4260513	15.9%
1	3886247	14.5%
9	2775292	10.4%
3	1092120	4.1%
6	739965	2.8%
4	625238	2.3%
5	534120	2.0%
8	241869	0.9%

residualamount_488A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	4044452
Missing (%)	98.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.8399551443

Minimum	0
Maximum	53555.54
Zeros	63759
Zeros (%)	1.6%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	53555.54
Range	53555.54
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	212.0949111
Coefficient of variation (CV)	252.5074256
Kurtosis	63760
Mean	0.8399551443
Median Absolute Deviation (MAD)	0
Skewness	252.5074256
Sum	53555.54
Variance	44984.25133
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	63759	1.6%
53555.54	1	< 0.1%
(Missing)	4044452	98.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	63759	1.6%
53555.54	1	< 0.1%

Value	Count	Frequency (%)
53555.54	1	< 0.1%
0	63759	1.6%

residualamount_856A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	143229
Distinct (%)	48.5%
Missing	3813073
Missing (%)	92.8%
Infinite	0
Infinite (%)	0.0%
Mean	29451.45127

Minimum	0
Maximum	40000000
Zeros	122406
Zeros (%)	3.0%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	5040
Q3	28315.669
95-th percentile	153570.047
Maximum	40000000
Range	40000000
Interquartile range (IQR)	28315.669

Descriptive statistics

Standard deviation	97608.64742
Coefficient of variation (CV)	3.314221989
Kurtosis	95301.54389
Mean	29451.45127
Median Absolute Deviation (MAD)	5040
Skewness	234.7795756
Sum	8692271876
Variance	9527448051
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	122406	3.0%
200000	294	< 0.1%
20000	274	< 0.1%
10000	264	< 0.1%
40000	224	< 0.1%
100000	203	< 0.1%
30000	181	< 0.1%
62000	142	< 0.1%
4000	135	< 0.1%
6000	121	< 0.1%
Other values (143219)	170895	4.2%
(Missing)	3813073	92.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	122406	3.0%
0.002	4	< 0.1%
0.010000001	2	< 0.1%
0.012	1	< 0.1%
0.018000001	3	< 0.1%

Value	Count	Frequency (%)
40000000	1	< 0.1%
3591242.8	1	< 0.1%
2439628.2	1	< 0.1%
2113132.8	1	< 0.1%
2093794	1	< 0.1%

subjectrole_182M
Text

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	31.3 MiB

Length

Max length	9
Median length	8
Mean length	8.000244875
Min length	8

Characters and Unicode

Total characters	32866702
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	3770638	91.8%
ab3c25cf	323758	7.9%
be4fd70b	8394	0.2%
daf49a8a	4087	0.1%
p28_48_88	1006	< 0.1%
15f04f45	328	< 0.1%
0c42a10e	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
5	11636328	35.4%
b	4111184	12.5%
a	4106658	12.5%
4	3784782	11.5%
7	3779032	11.5%
1	3770967	11.5%
c	647517	2.0%
f	336895	1.0%
2	324765	1.0%
3	323758	1.0%
Other values (7)	44816	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	23640554	71.9%
Lowercase Letter	9223130	28.1%
Connector Punctuation	2012	< 0.1%
Uppercase Letter	1006	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	11636328	49.2%
4	3784782	16.0%
7	3779032	16.0%
1	3770967	16.0%
2	324765	1.4%
3	323758	1.4%
0	8724	< 0.1%
8	8111	< 0.1%
9	4087	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
b	4111184	44.6%
a	4106658	44.5%
c	647517	7.0%
f	336895	3.7%
d	12481	0.1%
e	8395	0.1%

Connector Punctuation

Value	Count	Frequency (%)
_	2012	100.0%

Uppercase Letter

Value	Count	Frequency (%)
P	1006	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	23642566	71.9%
Latin	9224136	28.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	11636328	49.2%
4	3784782	16.0%
7	3779032	16.0%
1	3770967	15.9%
2	324765	1.4%
3	323758	1.4%
0	8724	< 0.1%
8	8111	< 0.1%
9	4087	< 0.1%
_	2012	< 0.1%

Latin

Value	Count	Frequency (%)
b	4111184	44.6%
a	4106658	44.5%
c	647517	7.0%
f	336895	3.7%
d	12481	0.1%
e	8395	0.1%
P	1006	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	32866702	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	11636328	35.4%
b	4111184	12.5%
a	4106658	12.5%
4	3784782	11.5%
7	3779032	11.5%
1	3770967	11.5%
c	647517	2.0%
f	336895	1.0%
2	324765	1.0%
3	323758	1.0%
Other values (7)	44816	0.1%

subjectrole_93M
Text

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	31.3 MiB

Length

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

Characters and Unicode

Total characters	32865696
Distinct characters	15
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	ab3c25cf
2nd row	a55475b1
3rd row	a55475b1
4th row	a55475b1
5th row	a55475b1

Value	Count	Frequency (%)
a55475b1	3809610	92.7%
ab3c25cf	288101	7.0%
be4fd70b	4601	0.1%
daf49a8a	4340	0.1%
15f04f45	1533	< 0.1%
71ddaa88	24	< 0.1%
0c42a10e	3	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
5	11719997	35.7%
a	4110782	12.5%
b	4106913	12.5%
4	3821620	11.6%
7	3814235	11.6%
1	3811170	11.6%
c	576205	1.8%
f	300108	0.9%
2	288104	0.9%
3	288101	0.9%
Other values (5)	28461	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	23758095	72.3%
Lowercase Letter	9107601	27.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	11719997	49.3%
4	3821620	16.1%
7	3814235	16.1%
1	3811170	16.0%
2	288104	1.2%
3	288101	1.2%
0	6140	< 0.1%
8	4388	< 0.1%
9	4340	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
a	4110782	45.1%
b	4106913	45.1%
c	576205	6.3%
f	300108	3.3%
d	8989	0.1%
e	4604	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	23758095	72.3%
Latin	9107601	27.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	11719997	49.3%
4	3821620	16.1%
7	3814235	16.1%
1	3811170	16.0%
2	288104	1.2%
3	288101	1.2%
0	6140	< 0.1%
8	4388	< 0.1%
9	4340	< 0.1%

Latin

Value	Count	Frequency (%)
a	4110782	45.1%
b	4106913	45.1%
c	576205	6.3%
f	300108	3.3%
d	8989	0.1%
e	4604	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	32865696	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	11719997	35.7%
a	4110782	12.5%
b	4106913	12.5%
4	3821620	11.6%
7	3814235	11.6%
1	3811170	11.6%
c	576205	1.8%
f	300108	0.9%
2	288104	0.9%
3	288101	0.9%
Other values (5)	28461	0.1%

totalamount_6A
Real number (ℝ)

MISSING SKEWED

Distinct	107779
Distinct (%)	27.4%
Missing	3715421
Missing (%)	90.4%
Infinite	0
Infinite (%)	0.0%
Mean	79191.42813

Minimum	0
Maximum	159574000
Zeros	658
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	4000
Q1	12639.601
median	27547.201
Q3	60000
95-th percentile	272594.91
Maximum	159574000
Range	159574000
Interquartile range (IQR)	47360.399

Descriptive statistics

Standard deviation	599747.9128
Coefficient of variation (CV)	7.57339433
Kurtosis	33803.64992
Mean	79191.42813
Median Absolute Deviation (MAD)	17749.201
Skewness	157.8880663
Sum	3.110568025 × 10¹⁰
Variance	3.59697559 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30000	7404	0.2%
20000	6931	0.2%
40000	6578	0.2%
60000	5734	0.1%
100000	4640	0.1%
4000	3932	0.1%
10000	3821	0.1%
200000	3796	0.1%
2000	3694	0.1%
3000	3542	0.1%
Other values (107769)	342719	8.3%
(Missing)	3715421	90.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	658	< 0.1%
50.114002	1	< 0.1%
52	1	< 0.1%
60	2	< 0.1%
64	1	< 0.1%

Value	Count	Frequency (%)
159574000	1	< 0.1%
144081460	1	< 0.1%
135394800	1	< 0.1%
95710220	1	< 0.1%
94540000	2	< 0.1%

totalamount_996A
Real number (ℝ)

MISSING SKEWED

Distinct	103553
Distinct (%)	28.7%
Missing	3747868
Missing (%)	91.2%
Infinite	0
Infinite (%)	0.0%
Mean	205977.3162

Minimum	5
Maximum	1391240100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	5
5-th percentile	10505.901
Q1	28213.15075
median	61076
Q3	154000
95-th percentile	786082.074
Maximum	1391240100
Range	1391240095
Interquartile range (IQR)	125786.8492

Descriptive statistics

Standard deviation	2558844.276
Coefficient of variation (CV)	12.42294212
Kurtosis	244612.0883
Mean	205977.3162
Median Absolute Deviation (MAD)	41093.4995
Skewness	462.3917867
Sum	7.422269003 × 10¹⁰
Variance	6.547684031 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100000	8868	0.2%
200000	5590	0.1%
40000	5100	0.1%
60000	4661	0.1%
30000	4484	0.1%
20000	4001	0.1%
80000	2899	0.1%
300000	2626	0.1%
120000	2561	0.1%
103980	2528	0.1%
Other values (103543)	317026	7.7%
(Missing)	3747868	91.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5	1	< 0.1%
128.6	1	< 0.1%
189.8	1	< 0.1%
320	1	< 0.1%
400	1	< 0.1%

Value	Count	Frequency (%)
1391240100	1	< 0.1%
364000000	1	< 0.1%
360301570	1	< 0.1%
138027230	1	< 0.1%
62000000	1	< 0.1%

totaldebtoverduevalue_178A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	15325
Distinct (%)	4.5%
Missing	3770638
Missing (%)	91.8%
Infinite	0
Infinite (%)	0.0%
Mean	1807.512258

Minimum	0
Maximum	49005736
Zeros	320411
Zeros (%)	7.8%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1.296100035
Maximum	49005736
Range	49005736
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	108044.733
Coefficient of variation (CV)	59.77538048
Kurtosis	130822.452
Mean	1807.512258
Median Absolute Deviation (MAD)	0
Skewness	317.0916596
Sum	610169143
Variance	1.167366432 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	320411	7.8%
10	36	< 0.1%
2	36	< 0.1%
4	35	< 0.1%
0.8	31	< 0.1%
0.4	31	< 0.1%
1.2	27	< 0.1%
14	27	< 0.1%
0.2	25	< 0.1%
1.6	23	< 0.1%
Other values (15315)	16892	0.4%
(Missing)	3770638	91.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	320411	7.8%
0.002	4	< 0.1%
0.004	3	< 0.1%
0.006	2	< 0.1%
0.008	1	< 0.1%

Value	Count	Frequency (%)
49005736	1	< 0.1%
17978344	1	< 0.1%
15792015	1	< 0.1%
15233466	1	< 0.1%
11154340	1	< 0.1%

totaldebtoverduevalue_718A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	288
Distinct (%)	0.1%
Missing	3809610
Missing (%)	92.7%
Infinite	0
Infinite (%)	0.0%
Mean	104.7931191

Minimum	0
Maximum	433225
Zeros	298208
Zeros (%)	7.3%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	433225
Range	433225
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	5031.547024
Coefficient of variation (CV)	48.01409739
Kurtosis	4392.306227
Mean	104.7931191
Median Absolute Deviation (MAD)	0
Skewness	62.28840764
Sum	31291434.94
Variance	25316465.46
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	298208	7.3%
0.6	15	< 0.1%
0.4	15	< 0.1%
0.2	11	< 0.1%
1	11	< 0.1%
0.8	10	< 0.1%
1.2	10	< 0.1%
2.2	4	< 0.1%
1.6	4	< 0.1%
4	4	< 0.1%
Other values (278)	310	< 0.1%
(Missing)	3809610	92.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	298208	7.3%
0.128	2	< 0.1%
0.2	11	< 0.1%
0.4	15	< 0.1%
0.6	15	< 0.1%

Value	Count	Frequency (%)
433225	1	< 0.1%
421656.6	1	< 0.1%
417631	1	< 0.1%
415876	1	< 0.1%
413830	1	< 0.1%

totaloutstanddebtvalue_39A
Real number (ℝ)

MISSING SKEWED

Distinct	288730
Distinct (%)	85.5%
Missing	3770638
Missing (%)	91.8%
Infinite	0
Infinite (%)	0.0%
Mean	196536.969

Minimum	0
Maximum	1688617600
Zeros	39062
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	14662.651
median	57493.942
Q3	161288.8875
95-th percentile	720540.676
Maximum	1688617600
Range	1688617600
Interquartile range (IQR)	146626.2365

Descriptive statistics

Standard deviation	3379200.543
Coefficient of variation (CV)	17.19371455
Kurtosis	191928.6093
Mean	196536.969
Median Absolute Deviation (MAD)	52163.15365
Skewness	409.4556995
Sum	6.634577078 × 10¹⁰
Variance	1.141899631 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	39062	1.0%
200000	157	< 0.1%
100000	136	< 0.1%
20000	108	< 0.1%
40000	101	< 0.1%
10000	95	< 0.1%
30000	72	< 0.1%
4000	67	< 0.1%
60000	66	< 0.1%
80000	53	< 0.1%
Other values (288720)	297657	7.2%
(Missing)	3770638	91.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	39062	1.0%
0.002	4	< 0.1%
0.004	3	< 0.1%
0.006	2	< 0.1%
0.018000001	2	< 0.1%

Value	Count	Frequency (%)
1688617600	1	< 0.1%
701584060	1	< 0.1%
497909340	1	< 0.1%
365137500	1	< 0.1%
88925784	1	< 0.1%

totaloutstanddebtvalue_668A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	277
Distinct (%)	0.1%
Missing	3809610
Missing (%)	92.7%
Infinite	0
Infinite (%)	0.0%
Mean	107.904553

Minimum	0
Maximum	16952312
Zeros	298175
Zeros (%)	7.3%
Negative	0
Negative (%)	0.0%
Memory size	31.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	16952312
Range	16952312
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	32373.83679
Coefficient of variation (CV)	300.0228989
Kurtosis	252453.4039
Mean	107.904553
Median Absolute Deviation (MAD)	0
Skewness	487.9555286
Sum	32220515.33
Variance	1048065309
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	298175	7.3%
0.2	22	< 0.1%
0.4	19	< 0.1%
0.6	16	< 0.1%
1	13	< 0.1%
1.2	11	< 0.1%
0.8	10	< 0.1%
2.2	4	< 0.1%
1.6	4	< 0.1%
4	4	< 0.1%
Other values (267)	324	< 0.1%
(Missing)	3809610	92.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	298175	7.3%
0.2	22	< 0.1%
0.4	19	< 0.1%
0.6	16	< 0.1%
0.8	10	< 0.1%

Value	Count	Frequency (%)
16952312	1	< 0.1%
3296000	1	< 0.1%
3009001.5	1	< 0.1%
2030793.2	1	< 0.1%
612921.75	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