Profiling Report: train_credit_bureau_a_1

Dataset statistics

Number of variables	79
Number of observations	2079323
Missing cells	101862954
Missing cells (%)	62.0%
Total size in memory	1.2 GiB
Average record size in memory	632.0 B

Variable types

Numeric	56
Text	23

Alerts

`residualamount_488A` has constant value ""	Constant
`annualeffectiverate_199L` has 1919447 (92.3%) missing values	Missing
`annualeffectiverate_63L` has 2041314 (98.2%) missing values	Missing
`contractsum_5085717L` has 1773699 (85.3%) missing values	Missing
`credlmt_230A` has 1926765 (92.7%) missing values	Missing
`credlmt_935A` has 1924976 (92.6%) missing values	Missing
`dateofcredend_289D` has 1750967 (84.2%) missing values	Missing
`dateofcredend_353D` has 812675 (39.1%) missing values	Missing
`dateofcredstart_181D` has 812672 (39.1%) missing values	Missing
`dateofcredstart_739D` has 1750967 (84.2%) missing values	Missing
`dateofrealrepmt_138D` has 818708 (39.4%) missing values	Missing
`debtoutstand_525A` has 1902656 (91.5%) missing values	Missing
`debtoverdue_47A` has 1902656 (91.5%) missing values	Missing
`dpdmax_139P` has 1752846 (84.3%) missing values	Missing
`dpdmax_757P` has 852736 (41.0%) missing values	Missing
`dpdmaxdatemonth_442T` has 852736 (41.0%) missing values	Missing
`dpdmaxdatemonth_89T` has 1752846 (84.3%) missing values	Missing
`dpdmaxdateyear_596T` has 1752846 (84.3%) missing values	Missing
`dpdmaxdateyear_896T` has 852736 (41.0%) missing values	Missing
`instlamount_768A` has 1926991 (92.7%) missing values	Missing
`instlamount_852A` has 1977007 (95.1%) missing values	Missing
`interestrate_508L` has 2068990 (99.5%) missing values	Missing
`lastupdate_1112D` has 1750967 (84.2%) missing values	Missing
`lastupdate_388D` has 812710 (39.1%) missing values	Missing
`monthlyinstlamount_332A` has 1753025 (84.3%) missing values	Missing
`monthlyinstlamount_674A` has 888003 (42.7%) missing values	Missing
`nominalrate_281L` has 1953359 (93.9%) missing values	Missing
`nominalrate_498L` has 1596430 (76.8%) missing values	Missing
`numberofcontrsvalue_258L` has 1921187 (92.4%) missing values	Missing
`numberofcontrsvalue_358L` has 1905185 (91.6%) missing values	Missing
`numberofinstls_229L` has 965603 (46.4%) missing values	Missing
`numberofinstls_320L` has 1905363 (91.6%) missing values	Missing
`numberofoutstandinstls_520L` has 964922 (46.4%) missing values	Missing
`numberofoutstandinstls_59L` has 1905355 (91.6%) missing values	Missing
`numberofoverdueinstlmax_1039L` has 1750967 (84.2%) missing values	Missing
`numberofoverdueinstlmax_1151L` has 812672 (39.1%) missing values	Missing
`numberofoverdueinstlmaxdat_148D` has 1701590 (81.8%) missing values	Missing
`numberofoverdueinstlmaxdat_641D` has 1990461 (95.7%) missing values	Missing
`numberofoverdueinstls_725L` has 1752866 (84.3%) missing values	Missing
`numberofoverdueinstls_834L` has 814326 (39.2%) missing values	Missing
`outstandingamount_354A` has 964646 (46.4%) missing values	Missing
`outstandingamount_362A` has 1905317 (91.6%) missing values	Missing
`overdueamount_31A` has 814062 (39.2%) missing values	Missing
`overdueamount_659A` has 1752866 (84.3%) missing values	Missing
`overdueamountmax2_14A` has 1750967 (84.2%) missing values	Missing
`overdueamountmax2_398A` has 812672 (39.1%) missing values	Missing
`overdueamountmax2date_1002D` has 1705299 (82.0%) missing values	Missing
`overdueamountmax2date_1142D` has 1989828 (95.7%) missing values	Missing
`overdueamountmax_155A` has 1750968 (84.2%) missing values	Missing
`overdueamountmax_35A` has 851225 (40.9%) missing values	Missing
`overdueamountmaxdatemonth_284T` has 851225 (40.9%) missing values	Missing
`overdueamountmaxdatemonth_365T` has 1750968 (84.2%) missing values	Missing
`overdueamountmaxdateyear_2T` has 1750968 (84.2%) missing values	Missing
`overdueamountmaxdateyear_994T` has 851225 (40.9%) missing values	Missing
`periodicityofpmts_1102L` has 1089256 (52.4%) missing values	Missing
`periodicityofpmts_837L` has 1908921 (91.8%) missing values	Missing
`prolongationcount_1120L` has 1977663 (95.1%) missing values	Missing
`prolongationcount_599L` has 2068341 (99.5%) missing values	Missing
`refreshdate_3813885D` has 666459 (32.1%) missing values	Missing
`residualamount_488A` has 1928438 (92.7%) missing values	Missing
`residualamount_856A` has 1926906 (92.7%) missing values	Missing
`totalamount_6A` has 964449 (46.4%) missing values	Missing
`totalamount_996A` has 1905314 (91.6%) missing values	Missing
`totaldebtoverduevalue_178A` has 1921187 (92.4%) missing values	Missing
`totaldebtoverduevalue_718A` has 1905185 (91.6%) missing values	Missing
`totaloutstanddebtvalue_39A` has 1921187 (92.4%) missing values	Missing
`totaloutstanddebtvalue_668A` has 1905185 (91.6%) missing values	Missing
`annualeffectiverate_63L` is highly skewed (γ1 = 25.47609767)	Skewed
`credlmt_230A` is highly skewed (γ1 = 175.7236252)	Skewed
`credlmt_935A` is highly skewed (γ1 = 159.332287)	Skewed
`debtoutstand_525A` is highly skewed (γ1 = 156.7421448)	Skewed
`debtoverdue_47A` is highly skewed (γ1 = 409.2294224)	Skewed
`dpdmax_139P` is highly skewed (γ1 = 27.45490048)	Skewed
`dpdmax_757P` is highly skewed (γ1 = 151.1815015)	Skewed
`instlamount_852A` is highly skewed (γ1 = 31.69000589)	Skewed
`interestrate_508L` is highly skewed (γ1 = 26.1670526)	Skewed
`monthlyinstlamount_332A` is highly skewed (γ1 = 168.4209434)	Skewed
`monthlyinstlamount_674A` is highly skewed (γ1 = 220.9307649)	Skewed
`nominalrate_281L` is highly skewed (γ1 = 45.98914381)	Skewed
`nominalrate_498L` is highly skewed (γ1 = 23.41495544)	Skewed
`numberofoutstandinstls_520L` is highly skewed (γ1 = 95.13283139)	Skewed
`numberofoverdueinstlmax_1039L` is highly skewed (γ1 = 124.4609752)	Skewed
`numberofoverdueinstlmax_1151L` is highly skewed (γ1 = 235.4689954)	Skewed
`numberofoverdueinstls_725L` is highly skewed (γ1 = 49.63039471)	Skewed
`numberofoverdueinstls_834L` is highly skewed (γ1 = 279.913791)	Skewed
`outstandingamount_354A` is highly skewed (γ1 = 431.1137107)	Skewed
`outstandingamount_362A` is highly skewed (γ1 = 83.85920112)	Skewed
`overdueamount_31A` is highly skewed (γ1 = 176.3038547)	Skewed
`overdueamount_659A` is highly skewed (γ1 = 392.5318865)	Skewed
`overdueamountmax2_14A` is highly skewed (γ1 = 392.8541134)	Skewed
`overdueamountmax2_398A` is highly skewed (γ1 = 363.5508044)	Skewed
`overdueamountmax_155A` is highly skewed (γ1 = 392.9331245)	Skewed
`overdueamountmax_35A` is highly skewed (γ1 = 613.0158521)	Skewed
`periodicityofpmts_1102L` is highly skewed (γ1 = 48.50365629)	Skewed
`periodicityofpmts_837L` is highly skewed (γ1 = 28.31014469)	Skewed
`totalamount_6A` is highly skewed (γ1 = 228.0579047)	Skewed
`totalamount_996A` is highly skewed (γ1 = 182.363711)	Skewed
`totaldebtoverduevalue_178A` is highly skewed (γ1 = 387.1727565)	Skewed
`totaldebtoverduevalue_718A` is highly skewed (γ1 = 65.38393557)	Skewed
`totaloutstanddebtvalue_39A` is highly skewed (γ1 = 152.4046712)	Skewed
`totaloutstanddebtvalue_668A` is highly skewed (γ1 = 170.4689353)	Skewed
`contractsum_5085717L` has 66218 (3.2%) zeros	Zeros
`credlmt_230A` has 57923 (2.8%) zeros	Zeros
`credlmt_935A` has 45620 (2.2%) zeros	Zeros
`debtoutstand_525A` has 38186 (1.8%) zeros	Zeros
`debtoverdue_47A` has 173753 (8.4%) zeros	Zeros
`dpdmax_139P` has 255094 (12.3%) zeros	Zeros
`dpdmax_757P` has 871213 (41.9%) zeros	Zeros
`instlamount_768A` has 67080 (3.2%) zeros	Zeros
`instlamount_852A` has 63075 (3.0%) zeros	Zeros
`monthlyinstlamount_332A` has 67678 (3.3%) zeros	Zeros
`monthlyinstlamount_674A` has 528046 (25.4%) zeros	Zeros
`nominalrate_498L` has 29774 (1.4%) zeros	Zeros
`num_group1` has 176608 (8.5%) zeros	Zeros
`numberofinstls_229L` has 215858 (10.4%) zeros	Zeros
`numberofoutstandinstls_520L` has 1112968 (53.5%) zeros	Zeros
`numberofoverdueinstlmax_1039L` has 239494 (11.5%) zeros	Zeros
`numberofoverdueinstlmax_1151L` has 888918 (42.8%) zeros	Zeros
`numberofoverdueinstls_725L` has 323096 (15.5%) zeros	Zeros
`numberofoverdueinstls_834L` has 1264302 (60.8%) zeros	Zeros
`outstandingamount_354A` has 1114466 (53.6%) zeros	Zeros
`overdueamount_31A` has 1265044 (60.8%) zeros	Zeros
`overdueamount_659A` has 323097 (15.5%) zeros	Zeros
`overdueamountmax2_14A` has 238861 (11.5%) zeros	Zeros
`overdueamountmax2_398A` has 892627 (42.9%) zeros	Zeros
`overdueamountmax_155A` has 255514 (12.3%) zeros	Zeros
`overdueamountmax_35A` has 869327 (41.8%) zeros	Zeros
`prolongationcount_1120L` has 75910 (3.7%) zeros	Zeros
`residualamount_488A` has 150885 (7.3%) zeros	Zeros
`residualamount_856A` has 64487 (3.1%) zeros	Zeros
`totaldebtoverduevalue_178A` has 155204 (7.5%) zeros	Zeros
`totaldebtoverduevalue_718A` has 173922 (8.4%) zeros	Zeros
`totaloutstanddebtvalue_668A` has 173936 (8.4%) zeros	Zeros

Reproduction

Analysis started	2024-02-13 19:42:24.715383
Analysis finished	2024-02-13 19:42:44.525744
Duration	19.81 seconds
Software version	ydata-profiling vv4.6.4
Download configuration	config.json

case_id
Real number (ℝ)

Distinct	176608
Distinct (%)	8.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1492726.545

Minimum	51903
Maximum	2703454
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	51903
5-th percentile	233518
Q1	998550
median	1880184
Q3	1923500
95-th percentile	2694519
Maximum	2703454
Range	2651551
Interquartile range (IQR)	924950

Descriptive statistics

Standard deviation	793957.3997
Coefficient of variation (CV)	0.5318840227
Kurtosis	-0.9434466818
Mean	1492726.545
Median Absolute Deviation (MAD)	63416
Skewness	-0.4588255656
Sum	3.103860638 × 10¹²
Variance	6.303683526 × 10¹¹
Monotonicity	Increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1863457	203	< 0.1%
245030	159	< 0.1%
252165	155	< 0.1%
1019972	150	< 0.1%
236981	146	< 0.1%
52198	128	< 0.1%
1887379	128	< 0.1%
1936653	122	< 0.1%
257052	121	< 0.1%
257343	119	< 0.1%
Other values (176598)	2077892	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
51903	9	< 0.1%
51904	9	< 0.1%
51906	10	< 0.1%
51911	9	< 0.1%
51913	9	< 0.1%

Value	Count	Frequency (%)
2703454	10	< 0.1%
2703453	14	< 0.1%
2703452	9	< 0.1%
2703451	9	< 0.1%
2703450	12	< 0.1%

annualeffectiverate_199L
Real number (ℝ)

MISSING

Distinct	5390
Distinct (%)	3.4%
Missing	1919447
Missing (%)	92.3%
Infinite	0
Infinite (%)	0.0%
Mean	1526.065896

Minimum	0
Maximum	91250
Zeros	5251
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0.12
Q1	11
median	40
Q3	96.3
95-th percentile	3370.1
Maximum	91250
Range	91250
Interquartile range (IQR)	85.3

Descriptive statistics

Standard deviation	8429.300114
Coefficient of variation (CV)	5.523549237
Kurtosis	53.58498927
Mean	1526.065896
Median Absolute Deviation (MAD)	35.98
Skewness	7.183192984
Sum	243981311.2
Variance	71053100.42
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
96.3	18845	0.9%
0.12	11770	0.6%
0	5251	0.3%
730	4435	0.2%
38.3	4372	0.2%
98.55	4296	0.2%
365	4054	0.2%
0.69	2793	0.1%
438	2681	0.1%
55.62	2144	0.1%
Other values (5380)	99235	4.8%
(Missing)	1919447	92.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	5251	0.3%
0.01	1	< 0.1%
0.03	1	< 0.1%
0.04	7	< 0.1%
0.05	23	< 0.1%

Value	Count	Frequency (%)
91250	58	< 0.1%
87600	1	< 0.1%
73000	774	< 0.1%
69350	729	< 0.1%
69338.23	1	< 0.1%

annualeffectiverate_63L
Real number (ℝ)

MISSING SKEWED

Distinct	4515
Distinct (%)	11.9%
Missing	2041314
Missing (%)	98.2%
Infinite	0
Infinite (%)	0.0%
Mean	161.6647947

Minimum	0
Maximum	73000
Zeros	856
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0.11
Q1	5.12
median	22.26
Q3	39.12
95-th percentile	54.96
Maximum	73000
Range	73000
Interquartile range (IQR)	34

Descriptive statistics

Standard deviation	1992.341306
Coefficient of variation (CV)	12.32390336
Kurtosis	757.5887736
Mean	161.6647947
Median Absolute Deviation (MAD)	17.1
Skewness	25.47609767
Sum	6144717.18
Variance	3969423.878
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.12	3433	0.2%
0.11	1049	0.1%
0	856	< 0.1%
5.11	749	< 0.1%
2333.9	564	< 0.1%
26.8	436	< 0.1%
54.96	322	< 0.1%
48.18	276	< 0.1%
0.33	268	< 0.1%
26.28	268	< 0.1%
Other values (4505)	29788	1.4%
(Missing)	2041314	98.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	856	< 0.1%
0.01	2	< 0.1%
0.03	1	< 0.1%
0.04	8	< 0.1%
0.05	28	< 0.1%

Value	Count	Frequency (%)
73000	9	< 0.1%
69350	5	< 0.1%
43800	1	< 0.1%
37133.4	14	< 0.1%
36500	21	< 0.1%

classificationofcontr_13M
Text

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.9 MiB

Length

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

Characters and Unicode

Total characters	16634584
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	ea6782cc
2nd row	ea6782cc
3rd row	a55475b1
4th row	a55475b1
5th row	a55475b1

Value	Count	Frequency (%)
a55475b1	1751284	84.2%
ea6782cc	281976	13.6%
01f63ac8	30399	1.5%
00135d9c	9851	0.5%
4408ff0f	5554	0.3%
be7b251d	125	< 0.1%
2c070815	56	< 0.1%
1cf4e481	44	< 0.1%
87bdbcba	24	< 0.1%
4a5a01e3	10	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
5	5263894	31.6%
a	2063703	12.4%
7	2033465	12.2%
1	1791813	10.8%
4	1762490	10.6%
b	1751606	10.5%
c	604326	3.6%
8	318053	1.9%
6	312375	1.9%
2	282157	1.7%
Other values (6)	450702	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	11875689	71.4%
Lowercase Letter	4758895	28.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	5263894	44.3%
7	2033465	17.1%
1	1791813	15.1%
4	1762490	14.8%
8	318053	2.7%
6	312375	2.6%
2	282157	2.4%
0	61331	0.5%
3	40260	0.3%
9	9851	0.1%

Lowercase Letter

Value	Count	Frequency (%)
a	2063703	43.4%
b	1751606	36.8%
c	604326	12.7%
e	282155	5.9%
f	47105	1.0%
d	10000	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	11875689	71.4%
Latin	4758895	28.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	5263894	44.3%
7	2033465	17.1%
1	1791813	15.1%
4	1762490	14.8%
8	318053	2.7%
6	312375	2.6%
2	282157	2.4%
0	61331	0.5%
3	40260	0.3%
9	9851	0.1%

Latin

Value	Count	Frequency (%)
a	2063703	43.4%
b	1751606	36.8%
c	604326	12.7%
e	282155	5.9%
f	47105	1.0%
d	10000	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	16634584	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	5263894	31.6%
a	2063703	12.4%
7	2033465	12.2%
1	1791813	10.8%
4	1762490	10.6%
b	1751606	10.5%
c	604326	3.6%
8	318053	1.9%
6	312375	1.9%
2	282157	1.7%
Other values (6)	450702	2.7%

classificationofcontr_400M
Text

Distinct	286
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.9 MiB

Length

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

Characters and Unicode

Total characters	16634584
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	814771	39.2%
ea6782cc	780129	37.5%
01f63ac8	197292	9.5%
00135d9c	84280	4.1%
42a42e75	27469	1.3%
9158339f	17559	0.8%
4408ff0f	14771	0.7%
130920c8	14517	0.7%
f0a30139	11745	0.6%
e2453741	11713	0.6%
Other values (276)	105077	5.1%

Most occurring characters

Value	Count	Frequency (%)
5	2640133	15.9%
c	1892462	11.4%
a	1868148	11.2%
7	1691088	10.2%
1	1187043	7.1%
8	1082578	6.5%
6	1063225	6.4%
4	974751	5.9%
2	949155	5.7%
e	891989	5.4%
Other values (6)	2394012	14.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	10691461	64.3%
Lowercase Letter	5943123	35.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	2640133	24.7%
7	1691088	15.8%
1	1187043	11.1%
8	1082578	10.1%
6	1063225	9.9%
4	974751	9.1%
2	949155	8.9%
0	473546	4.4%
3	425231	4.0%
9	204711	1.9%

Lowercase Letter

Value	Count	Frequency (%)
c	1892462	31.8%
a	1868148	31.4%
e	891989	15.0%
b	861778	14.5%
f	286604	4.8%
d	142142	2.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	10691461	64.3%
Latin	5943123	35.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	2640133	24.7%
7	1691088	15.8%
1	1187043	11.1%
8	1082578	10.1%
6	1063225	9.9%
4	974751	9.1%
2	949155	8.9%
0	473546	4.4%
3	425231	4.0%
9	204711	1.9%

Latin

Value	Count	Frequency (%)
c	1892462	31.8%
a	1868148	31.4%
e	891989	15.0%
b	861778	14.5%
f	286604	4.8%
d	142142	2.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	16634584	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	2640133	15.9%
c	1892462	11.4%
a	1868148	11.2%
7	1691088	10.2%
1	1187043	7.1%
8	1082578	6.5%
6	1063225	6.4%
4	974751	5.9%
2	949155	5.7%
e	891989	5.4%
Other values (6)	2394012	14.4%

contractst_545M
Text

Distinct	28
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.9 MiB

Length

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

Characters and Unicode

Total characters	16634584
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	3 ?
Unique (%)	< 0.1%

Sample

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

Value	Count	Frequency (%)
a55475b1	1751666	84.2%
7241344e	322008	15.5%
0dc85f9d	1338	0.1%
8f3a197f	917	< 0.1%
7640edc3	862	< 0.1%
82a92878	570	< 0.1%
e2e7d341	560	< 0.1%
dd67cff0	361	< 0.1%
a52d5641	305	< 0.1%
885ce291	211	< 0.1%
Other values (18)	525	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
5	5257251	31.6%
4	2719575	16.3%
7	2077263	12.5%
1	2076080	12.5%
a	1753553	10.5%
b	1751861	10.5%
3	324825	2.0%
2	324471	2.0%
e	324310	1.9%
d	5235	< 0.1%
Other values (6)	20160	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	12792532	76.9%
Lowercase Letter	3842052	23.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	5257251	41.1%
4	2719575	21.3%
7	2077263	16.2%
1	2076080	16.2%
3	324825	2.5%
2	324471	2.5%
8	4716	< 0.1%
9	3841	< 0.1%
0	2725	< 0.1%
6	1785	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
a	1753553	45.6%
b	1751861	45.6%
e	324310	8.4%
d	5235	0.1%
f	4120	0.1%
c	2973	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	12792532	76.9%
Latin	3842052	23.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	5257251	41.1%
4	2719575	21.3%
7	2077263	16.2%
1	2076080	16.2%
3	324825	2.5%
2	324471	2.5%
8	4716	< 0.1%
9	3841	< 0.1%
0	2725	< 0.1%
6	1785	< 0.1%

Latin

Value	Count	Frequency (%)
a	1753553	45.6%
b	1751861	45.6%
e	324310	8.4%
d	5235	0.1%
f	4120	0.1%
c	2973	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	16634584	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	5257251	31.6%
4	2719575	16.3%
7	2077263	12.5%
1	2076080	12.5%
a	1753553	10.5%
b	1751861	10.5%
3	324825	2.0%
2	324471	2.0%
e	324310	1.9%
d	5235	< 0.1%
Other values (6)	20160	0.1%

contractst_964M
Text

Distinct	218
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.9 MiB

Length

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

Characters and Unicode

Total characters	16634584
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	32 ?
Unique (%)	< 0.1%

Sample

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

Value	Count	Frequency (%)
7241344e	1196161	57.5%
a55475b1	813354	39.1%
8f3a197f	17152	0.8%
a3386307	7608	0.4%
8260bab9	7457	0.4%
d7416962	6152	0.3%
b83056f9	3952	0.2%
4476359f	3446	0.2%
41694615	2498	0.1%
3dc5f434	2480	0.1%
Other values (208)	19063	0.9%

Most occurring characters

Value	Count	Frequency (%)
4	4430722	26.6%
5	2461832	14.8%
7	2054997	12.4%
1	2048368	12.3%
3	1254613	7.5%
2	1216583	7.3%
e	1201892	7.2%
a	852281	5.1%
b	843591	5.1%
f	54887	0.3%
Other values (6)	214818	1.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	13649917	82.1%
Lowercase Letter	2984667	17.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	4430722	32.5%
5	2461832	18.0%
7	2054997	15.1%
1	2048368	15.0%
3	1254613	9.2%
2	1216583	8.9%
9	52299	0.4%
6	52056	0.4%
8	51509	0.4%
0	26938	0.2%

Lowercase Letter

Value	Count	Frequency (%)
e	1201892	40.3%
a	852281	28.6%
b	843591	28.3%
f	54887	1.8%
d	17200	0.6%
c	14816	0.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	13649917	82.1%
Latin	2984667	17.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	4430722	32.5%
5	2461832	18.0%
7	2054997	15.1%
1	2048368	15.0%
3	1254613	9.2%
2	1216583	8.9%
9	52299	0.4%
6	52056	0.4%
8	51509	0.4%
0	26938	0.2%

Latin

Value	Count	Frequency (%)
e	1201892	40.3%
a	852281	28.6%
b	843591	28.3%
f	54887	1.8%
d	17200	0.6%
c	14816	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	16634584	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	4430722	26.6%
5	2461832	14.8%
7	2054997	12.4%
1	2048368	12.3%
3	1254613	7.5%
2	1216583	7.3%
e	1201892	7.2%
a	852281	5.1%
b	843591	5.1%
f	54887	0.3%
Other values (6)	214818	1.3%

contractsum_5085717L
Real number (ℝ)

MISSING ZEROS

Distinct	221599
Distinct (%)	72.5%
Missing	1773699
Missing (%)	85.3%
Infinite	0
Infinite (%)	0.0%
Mean	316189.1354

Minimum	0
Maximum	30798821.4
Zeros	66218
Zeros (%)	3.2%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	14081.9575
median	97519.5
Q3	348357.8825
95-th percentile	1319057.421
Maximum	30798821.4
Range	30798821.4
Interquartile range (IQR)	334275.925

Descriptive statistics

Standard deviation	605939.3358
Coefficient of variation (CV)	1.916382532
Kurtosis	60.66856039
Mean	316189.1354
Median Absolute Deviation (MAD)	97519.5
Skewness	5.070061002
Sum	9.663498832 × 10¹⁰
Variance	3.671624787 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	66218	3.2%
1000000	117	< 0.1%
50000	99	< 0.1%
500000	97	< 0.1%
100000	91	< 0.1%
200000	79	< 0.1%
150000	79	< 0.1%
300000	74	< 0.1%
20000	70	< 0.1%
30000	69	< 0.1%
Other values (221589)	238631	11.5%
(Missing)	1773699	85.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	66218	3.2%
0.01	4	< 0.1%
0.02	1	< 0.1%
0.03	1	< 0.1%
0.04	1	< 0.1%

Value	Count	Frequency (%)
30798821.4	1	< 0.1%
23190387.04	1	< 0.1%
18800000	1	< 0.1%
17388255.68	1	< 0.1%
15211519.07	1	< 0.1%

credlmt_230A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	13063
Distinct (%)	8.6%
Missing	1926765
Missing (%)	92.7%
Infinite	0
Infinite (%)	0.0%
Mean	34792.56554

Minimum	0
Maximum	100000000
Zeros	57923
Zeros (%)	2.8%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	11998
Q3	39000
95-th percentile	100000
Maximum	100000000
Range	100000000
Interquartile range (IQR)	39000

Descriptive statistics

Standard deviation	406900.8467
Coefficient of variation (CV)	11.69505153
Kurtosis	37185.4651
Mean	34792.56554
Median Absolute Deviation (MAD)	11998
Skewness	175.7236252
Sum	5307884213
Variance	1.65568299 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	57923	2.8%
10000	10342	0.5%
20000	8544	0.4%
30000	4234	0.2%
40000	2634	0.1%
60000	2122	0.1%
100000	1573	0.1%
50000	1485	0.1%
4000	1404	0.1%
58000	1381	0.1%
Other values (13053)	60916	2.9%
(Missing)	1926765	92.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	57923	2.8%
0.042	1	< 0.1%
0.2	166	< 0.1%
0.23599999	1	< 0.1%
0.69	1	< 0.1%

Value	Count	Frequency (%)
100000000	1	< 0.1%
80000000	1	< 0.1%
60000000	1	< 0.1%
29400000	1	< 0.1%
28000000	1	< 0.1%

credlmt_935A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	27539
Distinct (%)	17.8%
Missing	1924976
Missing (%)	92.6%
Infinite	0
Infinite (%)	0.0%
Mean	108002.9422

Minimum	0
Maximum	600000000
Zeros	45620
Zeros (%)	2.2%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	20000
Q3	85796.4025
95-th percentile	293527.18
Maximum	600000000
Range	600000000
Interquartile range (IQR)	85796.4025

Descriptive statistics

Standard deviation	2905770.732
Coefficient of variation (CV)	26.9045516
Kurtosis	29547.84264
Mean	108002.9422
Median Absolute Deviation (MAD)	20000
Skewness	159.332287
Sum	1.666993012 × 10¹⁰
Variance	8.443503545 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	45620	2.2%
10000	14226	0.7%
20000	11040	0.5%
30000	6457	0.3%
200000	3545	0.2%
100000	2688	0.1%
40000	1482	0.1%
80000	970	< 0.1%
60000	932	< 0.1%
120000	851	< 0.1%
Other values (27529)	66536	3.2%
(Missing)	1924976	92.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	45620	2.2%
0.2	13	< 0.1%
0.8	1	< 0.1%
1.2	1	< 0.1%
2.374	1	< 0.1%

Value	Count	Frequency (%)
600000000	2	< 0.1%
470000030	1	< 0.1%
340000000	1	< 0.1%
196611410	1	< 0.1%
154285710	1	< 0.1%

dateofcredend_289D
Text

MISSING

Distinct	5969
Distinct (%)	1.8%
Missing	1750967
Missing (%)	84.2%
Memory size	15.9 MiB

Length

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

Characters and Unicode

Total characters	3283560
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	2004 ?
Unique (%)	0.6%

Sample

1st row	2021-11-30
2nd row	2022-01-26
3rd row	2021-11-16
4th row	2026-02-26
5th row	2020-07-28

Value	Count	Frequency (%)
2024-10-14	1333	0.4%
2021-10-14	1285	0.4%
2021-09-14	1283	0.4%
2024-09-14	1277	0.4%
2024-07-14	1237	0.4%
2022-03-14	1070	0.3%
2021-05-14	1020	0.3%
2021-11-14	856	0.3%
2021-08-14	788	0.2%
2021-01-11	733	0.2%
Other values (5959)	317474	96.7%

Most occurring characters

Value	Count	Frequency (%)
2	916156	27.9%
0	783381	23.9%
-	656712	20.0%
1	434297	13.2%
3	99305	3.0%
4	85254	2.6%
9	65732	2.0%
5	63561	1.9%
8	62417	1.9%
7	59639	1.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2626848	80.0%
Dash Punctuation	656712	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	916156	34.9%
0	783381	29.8%
1	434297	16.5%
3	99305	3.8%
4	85254	3.2%
9	65732	2.5%
5	63561	2.4%
8	62417	2.4%
7	59639	2.3%
6	57106	2.2%

Dash Punctuation

Value	Count	Frequency (%)
-	656712	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3283560	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	916156	27.9%
0	783381	23.9%
-	656712	20.0%
1	434297	13.2%
3	99305	3.0%
4	85254	2.6%
9	65732	2.0%
5	63561	1.9%
8	62417	1.9%
7	59639	1.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3283560	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	916156	27.9%
0	783381	23.9%
-	656712	20.0%
1	434297	13.2%
3	99305	3.0%
4	85254	2.6%
9	65732	2.0%
5	63561	1.9%
8	62417	1.9%
7	59639	1.8%

dateofcredend_353D
Text

MISSING

Distinct	8974
Distinct (%)	0.7%
Missing	812675
Missing (%)	39.1%
Memory size	15.9 MiB

Length

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

Characters and Unicode

Total characters	12666480
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	950 ?
Unique (%)	0.1%

Sample

1st row	2010-12-20
2nd row	2012-03-28
3rd row	2014-12-12
4th row	2013-08-29
5th row	2014-08-17

Value	Count	Frequency (%)
2019-09-17	4840	0.4%
2019-09-16	1658	0.1%
2020-06-29	1610	0.1%
2019-11-15	1079	0.1%
2019-12-09	1071	0.1%
2020-01-08	1046	0.1%
2020-06-15	1037	0.1%
2019-06-14	1033	0.1%
2020-03-24	1030	0.1%
2020-01-03	1026	0.1%
Other values (8964)	1251218	98.8%

Most occurring characters

Value	Count	Frequency (%)
0	3184846	25.1%
-	2533296	20.0%
2	2279710	18.0%
1	2003370	15.8%
9	541695	4.3%
8	437820	3.5%
7	380179	3.0%
5	332507	2.6%
3	332222	2.6%
6	327860	2.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	10133184	80.0%
Dash Punctuation	2533296	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3184846	31.4%
2	2279710	22.5%
1	2003370	19.8%
9	541695	5.3%
8	437820	4.3%
7	380179	3.8%
5	332507	3.3%
3	332222	3.3%
6	327860	3.2%
4	312975	3.1%

Dash Punctuation

Value	Count	Frequency (%)
-	2533296	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	12666480	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3184846	25.1%
-	2533296	20.0%
2	2279710	18.0%
1	2003370	15.8%
9	541695	4.3%
8	437820	3.5%
7	380179	3.0%
5	332507	2.6%
3	332222	2.6%
6	327860	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12666480	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3184846	25.1%
-	2533296	20.0%
2	2279710	18.0%
1	2003370	15.8%
9	541695	4.3%
8	437820	3.5%
7	380179	3.0%
5	332507	2.6%
3	332222	2.6%
6	327860	2.6%

dateofcredstart_181D
Text

MISSING

Distinct	6274
Distinct (%)	0.5%
Missing	812672
Missing (%)	39.1%
Memory size	15.9 MiB

Length

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

Characters and Unicode

Total characters	12666510
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	198 ?
Unique (%)	< 0.1%

Sample

1st row	2008-02-06
2nd row	2010-12-24
3rd row	2012-11-27
4th row	2012-12-31
5th row	2014-01-17

Value	Count	Frequency (%)
2019-01-02	813	0.1%
2018-12-07	805	0.1%
2018-07-27	791	0.1%
2018-08-27	784	0.1%
2018-07-30	780	0.1%
2018-08-24	777	0.1%
2018-05-28	776	0.1%
2018-09-03	776	0.1%
2018-12-28	774	0.1%
2018-06-04	774	0.1%
Other values (6264)	1258801	99.4%

Most occurring characters

Value	Count	Frequency (%)
0	3119097	24.6%
-	2533302	20.0%
1	2150931	17.0%
2	2121199	16.7%
8	474113	3.7%
7	448904	3.5%
9	434050	3.4%
3	376951	3.0%
6	375645	3.0%
5	320480	2.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	10133208	80.0%
Dash Punctuation	2533302	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3119097	30.8%
1	2150931	21.2%
2	2121199	20.9%
8	474113	4.7%
7	448904	4.4%
9	434050	4.3%
3	376951	3.7%
6	375645	3.7%
5	320480	3.2%
4	311838	3.1%

Dash Punctuation

Value	Count	Frequency (%)
-	2533302	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	12666510	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3119097	24.6%
-	2533302	20.0%
1	2150931	17.0%
2	2121199	16.7%
8	474113	3.7%
7	448904	3.5%
9	434050	3.4%
3	376951	3.0%
6	375645	3.0%
5	320480	2.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12666510	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3119097	24.6%
-	2533302	20.0%
1	2150931	17.0%
2	2121199	16.7%
8	474113	3.7%
7	448904	3.5%
9	434050	3.4%
3	376951	3.0%
6	375645	3.0%
5	320480	2.5%

dateofcredstart_739D
Text

MISSING

Distinct	4430
Distinct (%)	1.3%
Missing	1750967
Missing (%)	84.2%
Memory size	15.9 MiB

Length

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

Characters and Unicode

Total characters	3283560
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	443 ?
Unique (%)	0.1%

Sample

1st row	2019-11-30
2nd row	2020-01-26
3rd row	2017-11-16
4th row	2019-02-26
5th row	2016-07-28

Value	Count	Frequency (%)
2020-01-13	856	0.3%
2020-01-10	843	0.3%
2020-03-25	832	0.3%
2019-11-29	830	0.3%
2019-12-27	828	0.3%
2019-12-13	815	0.2%
2020-01-01	808	0.2%
2020-01-03	802	0.2%
2020-03-27	796	0.2%
2019-11-30	785	0.2%
Other values (4420)	320161	97.5%

Most occurring characters

Value	Count	Frequency (%)
0	820871	25.0%
-	656712	20.0%
2	618648	18.8%
1	526109	16.0%
9	183457	5.6%
8	106162	3.2%
3	92242	2.8%
7	83519	2.5%
6	71892	2.2%
4	63150	1.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2626848	80.0%
Dash Punctuation	656712	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	820871	31.2%
2	618648	23.6%
1	526109	20.0%
9	183457	7.0%
8	106162	4.0%
3	92242	3.5%
7	83519	3.2%
6	71892	2.7%
4	63150	2.4%
5	60798	2.3%

Dash Punctuation

Value	Count	Frequency (%)
-	656712	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3283560	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	820871	25.0%
-	656712	20.0%
2	618648	18.8%
1	526109	16.0%
9	183457	5.6%
8	106162	3.2%
3	92242	2.8%
7	83519	2.5%
6	71892	2.2%
4	63150	1.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3283560	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	820871	25.0%
-	656712	20.0%
2	618648	18.8%
1	526109	16.0%
9	183457	5.6%
8	106162	3.2%
3	92242	2.8%
7	83519	2.5%
6	71892	2.2%
4	63150	1.9%

dateofrealrepmt_138D
Text

MISSING

Distinct	5853
Distinct (%)	0.5%
Missing	818708
Missing (%)	39.4%
Memory size	15.9 MiB

Length

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

Characters and Unicode

Total characters	12606150
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	160 ?
Unique (%)	< 0.1%

Sample

1st row	2010-12-20
2nd row	2012-03-28
3rd row	2014-12-12
4th row	2013-07-23
5th row	2014-08-17

Value	Count	Frequency (%)
2018-08-10	8069	0.6%
2011-08-12	7528	0.6%
2019-09-17	5081	0.4%
2015-06-29	2617	0.2%
2008-12-12	2514	0.2%
2019-09-16	2336	0.2%
2019-09-11	2287	0.2%
2012-11-15	2064	0.2%
2015-02-23	1999	0.2%
2020-06-29	1537	0.1%
Other values (5843)	1224583	97.1%

Most occurring characters

Value	Count	Frequency (%)
0	3135100	24.9%
-	2521230	20.0%
2	2242586	17.8%
1	2030566	16.1%
9	528271	4.2%
8	468363	3.7%
7	398041	3.2%
6	341287	2.7%
3	339519	2.7%
5	305431	2.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	10084920	80.0%
Dash Punctuation	2521230	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3135100	31.1%
2	2242586	22.2%
1	2030566	20.1%
9	528271	5.2%
8	468363	4.6%
7	398041	3.9%
6	341287	3.4%
3	339519	3.4%
5	305431	3.0%
4	295756	2.9%

Dash Punctuation

Value	Count	Frequency (%)
-	2521230	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	12606150	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3135100	24.9%
-	2521230	20.0%
2	2242586	17.8%
1	2030566	16.1%
9	528271	4.2%
8	468363	3.7%
7	398041	3.2%
6	341287	2.7%
3	339519	2.7%
5	305431	2.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12606150	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3135100	24.9%
-	2521230	20.0%
2	2242586	17.8%
1	2030566	16.1%
9	528271	4.2%
8	468363	3.7%
7	398041	3.2%
6	341287	2.7%
3	339519	2.7%
5	305431	2.4%

debtoutstand_525A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	135690
Distinct (%)	76.8%
Missing	1902656
Missing (%)	91.5%
Infinite	0
Infinite (%)	0.0%
Mean	200873.2273

Minimum	0
Maximum	322250800
Zeros	38186
Zeros (%)	1.8%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5788.7222
median	55876.8
Q3	178136.92
95-th percentile	798171.43
Maximum	322250800
Range	322250800
Interquartile range (IQR)	172348.1978

Descriptive statistics

Standard deviation	1356680.774
Coefficient of variation (CV)	6.753915353
Kurtosis	31188.96299
Mean	200873.2273
Median Absolute Deviation (MAD)	55876.8
Skewness	156.7421448
Sum	3.548767045 × 10¹⁰
Variance	1.840582722 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	38186	1.8%
200000	39	< 0.1%
100000	33	< 0.1%
6000	18	< 0.1%
10000	18	< 0.1%
40000	17	< 0.1%
2000000	16	< 0.1%
20000	14	< 0.1%
30000	14	< 0.1%
4998	13	< 0.1%
Other values (135680)	138299	6.7%
(Missing)	1902656	91.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	38186	1.8%
0.002	1	< 0.1%
0.004	1	< 0.1%
0.076	1	< 0.1%
0.120000005	1	< 0.1%

Value	Count	Frequency (%)
322250800	1	< 0.1%
249184380	1	< 0.1%
241102600	1	< 0.1%
127519784	1	< 0.1%
120040104	1	< 0.1%

debtoverdue_47A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	2381
Distinct (%)	1.3%
Missing	1902656
Missing (%)	91.5%
Infinite	0
Infinite (%)	0.0%
Mean	4165.619355

Minimum	0
Maximum	522296740
Zeros	173753
Zeros (%)	8.4%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	522296740
Range	522296740
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1254644.722
Coefficient of variation (CV)	301.1904389
Kurtosis	170036.8241
Mean	4165.619355
Median Absolute Deviation (MAD)	0
Skewness	409.2294224
Sum	735927474.7
Variance	1.574133379 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	173753	8.4%
0.2	46	< 0.1%
99.8	44	< 0.1%
10	23	< 0.1%
4	16	< 0.1%
0.8	10	< 0.1%
14	10	< 0.1%
20	9	< 0.1%
1	9	< 0.1%
0.4	9	< 0.1%
Other values (2371)	2738	0.1%
(Missing)	1902656	91.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	173753	8.4%
0.008	1	< 0.1%
0.014	1	< 0.1%
0.016	1	< 0.1%
0.018000001	3	< 0.1%

Value	Count	Frequency (%)
522296740	1	< 0.1%
66728776	1	< 0.1%
18110382	1	< 0.1%
9986989	2	< 0.1%
9926879	1	< 0.1%

description_351M
Text

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.9 MiB

Length

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

Characters and Unicode

Total characters	16634584
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	2070514	99.6%
6da7c7ed	2016	0.1%
95decc86	1646	0.1%
1d89fa48	987	< 0.1%
f8e51f8d	930	< 0.1%
53179c19	859	< 0.1%
18e98e64	841	< 0.1%
0349102c	583	< 0.1%
8a7423d5	476	< 0.1%
0cb4d552	346	< 0.1%
Other values (2)	125	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
5	6216270	37.4%
7	2075881	12.5%
1	2075577	12.5%
a	2073995	12.5%
4	2073747	12.5%
b	2071106	12.5%
d	8417	0.1%
8	7761	< 0.1%
c	7098	< 0.1%
e	6274	< 0.1%
Other values (6)	18458	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	12464476	74.9%
Lowercase Letter	4170108	25.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	6216270	49.9%
7	2075881	16.7%
1	2075577	16.7%
4	2073747	16.6%
8	7761	0.1%
9	5775	< 0.1%
6	4505	< 0.1%
3	1920	< 0.1%
0	1635	< 0.1%
2	1405	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
a	2073995	49.7%
b	2071106	49.7%
d	8417	0.2%
c	7098	0.2%
e	6274	0.2%
f	3218	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	12464476	74.9%
Latin	4170108	25.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	6216270	49.9%
7	2075881	16.7%
1	2075577	16.7%
4	2073747	16.6%
8	7761	0.1%
9	5775	< 0.1%
6	4505	< 0.1%
3	1920	< 0.1%
0	1635	< 0.1%
2	1405	< 0.1%

Latin

Value	Count	Frequency (%)
a	2073995	49.7%
b	2071106	49.7%
d	8417	0.2%
c	7098	0.2%
e	6274	0.2%
f	3218	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	16634584	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	6216270	37.4%
7	2075881	12.5%
1	2075577	12.5%
a	2073995	12.5%
4	2073747	12.5%
b	2071106	12.5%
d	8417	0.1%
8	7761	< 0.1%
c	7098	< 0.1%
e	6274	< 0.1%
Other values (6)	18458	0.1%

dpdmax_139P
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	1086
Distinct (%)	0.3%
Missing	1752846
Missing (%)	84.3%
Infinite	0
Infinite (%)	0.0%
Mean	7.172195897

Minimum	0
Maximum	4520
Zeros	255094
Zeros (%)	12.3%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	21
Maximum	4520
Range	4520
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	82.68204757
Coefficient of variation (CV)	11.5281357
Kurtosis	936.1476207
Mean	7.172195897
Median Absolute Deviation (MAD)	0
Skewness	27.45490048
Sum	2341557
Variance	6836.32099
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	255094	12.3%
1	14313	0.7%
2	5728	0.3%
3	4182	0.2%
4	3819	0.2%
5	2465	0.1%
7	2364	0.1%
8	2353	0.1%
6	2124	0.1%
10	1933	0.1%
Other values (1076)	32102	1.5%
(Missing)	1752846	84.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	255094	12.3%
1	14313	0.7%
2	5728	0.3%
3	4182	0.2%
4	3819	0.2%

Value	Count	Frequency (%)
4520	1	< 0.1%
4315	1	< 0.1%
4213	1	< 0.1%
4155	1	< 0.1%
4104	1	< 0.1%

dpdmax_757P
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	3624
Distinct (%)	0.3%
Missing	852736
Missing (%)	41.0%
Infinite	0
Infinite (%)	0.0%
Mean	47.34625754

Minimum	-30
Maximum	144000
Zeros	871213
Zeros (%)	41.9%
Negative	176
Negative (%)	< 0.1%
Memory size	15.9 MiB

Quantile statistics

Minimum	-30
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	134
Maximum	144000
Range	144030
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	350.0214765
Coefficient of variation (CV)	7.392801346
Kurtosis	45509.96406
Mean	47.34625754
Median Absolute Deviation (MAD)	0
Skewness	151.1815015
Sum	58074304
Variance	122515.034
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	871213	41.9%
1	60364	2.9%
2	20418	1.0%
3	19321	0.9%
4	15595	0.8%
6	11431	0.5%
5	10344	0.5%
7	10033	0.5%
8	7388	0.4%
9	7224	0.3%
Other values (3614)	193256	9.3%
(Missing)	852736	41.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-30	1	< 0.1%
-15	1	< 0.1%
-10	1	< 0.1%
-8	1	< 0.1%
-7	1	< 0.1%

Value	Count	Frequency (%)
144000	1	< 0.1%
84575	2	< 0.1%
84573	3	< 0.1%
84560	2	< 0.1%
84516	1	< 0.1%

dpdmaxdatemonth_442T
Real number (ℝ)

MISSING

Distinct	12
Distinct (%)	< 0.1%
Missing	852736
Missing (%)	41.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.563091733

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

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

Descriptive statistics

Standard deviation	3.431591264
Coefficient of variation (CV)	0.5228619991
Kurtosis	-1.185767989
Mean	6.563091733
Median Absolute Deviation (MAD)	3
Skewness	-0.06446138109
Sum	8050203
Variance	11.7758186
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
8	118260	5.7%
7	108360	5.2%
1	107753	5.2%
9	105410	5.1%
11	104974	5.0%
6	104714	5.0%
10	103171	5.0%
2	97101	4.7%
12	96501	4.6%
5	94638	4.6%
Other values (2)	185705	8.9%
(Missing)	852736	41.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	107753	5.2%
2	97101	4.7%
3	93772	4.5%
4	91933	4.4%
5	94638	4.6%

Value	Count	Frequency (%)
12	96501	4.6%
11	104974	5.0%
10	103171	5.0%
9	105410	5.1%
8	118260	5.7%

dpdmaxdatemonth_89T
Real number (ℝ)

MISSING

Distinct	12
Distinct (%)	< 0.1%
Missing	1752846
Missing (%)	84.3%
Infinite	0
Infinite (%)	0.0%
Mean	7.116544198

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

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

Descriptive statistics

Standard deviation	3.354565669
Coefficient of variation (CV)	0.4713756531
Kurtosis	-1.101926276
Mean	7.116544198
Median Absolute Deviation (MAD)	3
Skewness	-0.3543096679
Sum	2323388
Variance	11.25311083
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
10	48125	2.3%
8	35594	1.7%
9	34778	1.7%
11	31920	1.5%
7	25880	1.2%
2	23954	1.2%
4	23424	1.1%
12	23084	1.1%
5	21810	1.0%
1	21281	1.0%
Other values (2)	36627	1.8%
(Missing)	1752846	84.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	21281	1.0%
2	23954	1.2%
3	18867	0.9%
4	23424	1.1%
5	21810	1.0%

Value	Count	Frequency (%)
12	23084	1.1%
11	31920	1.5%
10	48125	2.3%
9	34778	1.7%
8	35594	1.7%

dpdmaxdateyear_596T
Real number (ℝ)

MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	1752846
Missing (%)	84.3%
Infinite	0
Infinite (%)	0.0%
Mean	2019.136512

Minimum	2016
Maximum	2020
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	2016
5-th percentile	2018
Q1	2018
median	2019
Q3	2020
95-th percentile	2020
Maximum	2020
Range	4
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	0.8028002384
Coefficient of variation (CV)	0.0003975958206
Kurtosis	-1.404482214
Mean	2019.136512
Median Absolute Deviation (MAD)	1
Skewness	-0.2518820482
Sum	659201631
Variance	0.6444882228
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
2020	130514	6.3%
2019	110032	5.3%
2018	85918	4.1%
2017	11	< 0.1%
2016	2	< 0.1%
(Missing)	1752846	84.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2016	2	< 0.1%
2017	11	< 0.1%
2018	85918	4.1%
2019	110032	5.3%
2020	130514	6.3%

Value	Count	Frequency (%)
2020	130514	6.3%
2019	110032	5.3%
2018	85918	4.1%
2017	11	< 0.1%
2016	2	< 0.1%

dpdmaxdateyear_896T
Real number (ℝ)

MISSING

Distinct	18
Distinct (%)	< 0.1%
Missing	852736
Missing (%)	41.0%
Infinite	0
Infinite (%)	0.0%
Mean	2015.211785

Minimum	2003
Maximum	2020
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	2003
5-th percentile	2007
Q1	2013
median	2017
Q3	2018
95-th percentile	2020
Maximum	2020
Range	17
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.902971874
Coefficient of variation (CV)	0.001936755185
Kurtosis	-0.305407029
Mean	2015.211785
Median Absolute Deviation (MAD)	2
Skewness	-0.8646412722
Sum	2471832578
Variance	15.23318945
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
2018	207122	10.0%
2019	202933	9.8%
2017	135534	6.5%
2016	96205	4.6%
2015	85734	4.1%
2014	75846	3.6%
2020	67786	3.3%
2013	66058	3.2%
2012	55903	2.7%
2007	50301	2.4%
Other values (8)	183165	8.8%
(Missing)	852736	41.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2003	2	< 0.1%
2004	287	< 0.1%
2005	6237	0.3%
2006	25858	1.2%
2007	50301	2.4%

Value	Count	Frequency (%)
2020	67786	3.3%
2019	202933	9.8%
2018	207122	10.0%
2017	135534	6.5%
2016	96205	4.6%

financialinstitution_382M
Text

Distinct	260
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.9 MiB

Length

Max length	12
Median length	8
Mean length	9.223959914
Min length	8

Characters and Unicode

Total characters	19179592
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	36 ?
Unique (%)	< 0.1%

Sample

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

Value	Count	Frequency (%)
a55475b1	812672	32.5%
home	418400	16.8%
credit	418400	16.8%
p133_127_114	150629	6.0%
b619fa46	141264	5.7%
p150_136_157	124842	5.0%
p40_52_135	58649	2.3%
d6a7d943	54295	2.2%
9a93e20f	46194	1.8%
50babcd4	30381	1.2%
Other values (251)	241997	9.7%

Most occurring characters

Value	Count	Frequency (%)
5	3054314	15.9%
1	2108175	11.0%
4	1326733	6.9%
7	1200177	6.3%
a	1188918	6.2%
b	1123065	5.9%
e	932996	4.9%
_	758818	4.0%
3	726825	3.8%
d	688402	3.6%
Other values (16)	6071169	31.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	10306334	53.7%
Lowercase Letter	6479831	33.8%
Uppercase Letter	1216209	6.3%
Connector Punctuation	758818	4.0%
Space Separator	418400	2.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	1188918	18.3%
b	1123065	17.3%
e	932996	14.4%
d	688402	10.6%
r	418400	6.5%
m	418400	6.5%
i	418400	6.5%
t	418400	6.5%
o	418400	6.5%
f	285335	4.4%

Decimal Number

Value	Count	Frequency (%)
5	3054314	29.6%
1	2108175	20.5%
4	1326733	12.9%
7	1200177	11.6%
3	726825	7.1%
6	552132	5.4%
2	431933	4.2%
9	418519	4.1%
0	396282	3.8%
8	91244	0.9%

Uppercase Letter

Value	Count	Frequency (%)
C	418400	34.4%
H	418400	34.4%
P	379409	31.2%

Connector Punctuation

Value	Count	Frequency (%)
_	758818	100.0%

Space Separator

Value	Count	Frequency (%)
	418400	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	11483552	59.9%
Latin	7696040	40.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	1188918	15.4%
b	1123065	14.6%
e	932996	12.1%
d	688402	8.9%
C	418400	5.4%
r	418400	5.4%
m	418400	5.4%
i	418400	5.4%
t	418400	5.4%
o	418400	5.4%
Other values (4)	1252259	16.3%

Common

Value	Count	Frequency (%)
5	3054314	26.6%
1	2108175	18.4%
4	1326733	11.6%
7	1200177	10.5%
_	758818	6.6%
3	726825	6.3%
6	552132	4.8%
2	431933	3.8%
9	418519	3.6%
	418400	3.6%
Other values (2)	487526	4.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	19179592	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	3054314	15.9%
1	2108175	11.0%
4	1326733	6.9%
7	1200177	6.3%
a	1188918	6.2%
b	1123065	5.9%
e	932996	4.9%
_	758818	4.0%
3	726825	3.8%
d	688402	3.6%
Other values (16)	6071169	31.7%

financialinstitution_591M
Text

Distinct	152
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.9 MiB

Length

Max length	12
Median length	8
Mean length	8.264762137
Min length	8

Characters and Unicode

Total characters	17185110
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	27 ?
Unique (%)	< 0.1%

Sample

1st row	b619fa46
2nd row	b619fa46
3rd row	a55475b1
4th row	a55475b1
5th row	a55475b1

Value	Count	Frequency (%)
a55475b1	1750967	80.8%
b619fa46	117173	5.4%
home	88895	4.1%
credit	88895	4.1%
p133_127_114	33028	1.5%
p150_136_157	30987	1.4%
50babcd4	11660	0.5%
d6a7d943	9382	0.4%
p102_97_118	5579	0.3%
p51_123_23	5522	0.3%
Other values (143)	26130	1.2%

Most occurring characters

Value	Count	Frequency (%)
5	5351591	31.1%
1	2136345	12.4%
4	1925805	11.2%
b	1906159	11.1%
a	1904574	11.1%
7	1834894	10.7%
6	290492	1.7%
e	181994	1.1%
_	150232	0.9%
9	141654	0.8%
Other values (16)	1361370	7.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	11966694	69.6%
Lowercase Letter	4726383	27.5%
Uppercase Letter	252906	1.5%
Connector Punctuation	150232	0.9%
Space Separator	88895	0.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
b	1906159	40.3%
a	1904574	40.3%
e	181994	3.9%
d	133668	2.8%
f	125645	2.7%
t	88895	1.9%
i	88895	1.9%
r	88895	1.9%
m	88895	1.9%
o	88895	1.9%

Decimal Number

Value	Count	Frequency (%)
5	5351591	44.7%
1	2136345	17.9%
4	1925805	16.1%
7	1834894	15.3%
6	290492	2.4%
9	141654	1.2%
3	135172	1.1%
2	73952	0.6%
0	59977	0.5%
8	16812	0.1%

Uppercase Letter

Value	Count	Frequency (%)
C	88895	35.1%
H	88895	35.1%
P	75116	29.7%

Connector Punctuation

Value	Count	Frequency (%)
_	150232	100.0%

Space Separator

Value	Count	Frequency (%)
	88895	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	12205821	71.0%
Latin	4979289	29.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
b	1906159	38.3%
a	1904574	38.2%
e	181994	3.7%
d	133668	2.7%
f	125645	2.5%
t	88895	1.8%
i	88895	1.8%
r	88895	1.8%
C	88895	1.8%
m	88895	1.8%
Other values (4)	282774	5.7%

Common

Value	Count	Frequency (%)
5	5351591	43.8%
1	2136345	17.5%
4	1925805	15.8%
7	1834894	15.0%
6	290492	2.4%
_	150232	1.2%
9	141654	1.2%
3	135172	1.1%
	88895	0.7%
2	73952	0.6%
Other values (2)	76789	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	17185110	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	5351591	31.1%
1	2136345	12.4%
4	1925805	11.2%
b	1906159	11.1%
a	1904574	11.1%
7	1834894	10.7%
6	290492	1.7%
e	181994	1.1%
_	150232	0.9%
9	141654	0.8%
Other values (16)	1361370	7.9%

instlamount_768A
Real number (ℝ)

MISSING ZEROS

Distinct	50058
Distinct (%)	32.9%
Missing	1926991
Missing (%)	92.7%
Infinite	0
Infinite (%)	0.0%
Mean	3514.428461

Minimum	0
Maximum	394961.1
Zeros	67080
Zeros (%)	3.2%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	999.86802
Q3	5305.0708
95-th percentile	13915.374
Maximum	394961.1
Range	394961.1
Interquartile range (IQR)	5305.0708

Descriptive statistics

Standard deviation	5516.959352
Coefficient of variation (CV)	1.569802718
Kurtosis	182.0443699
Mean	3514.428461
Median Absolute Deviation (MAD)	999.86802
Skewness	5.095698418
Sum	535359916.4
Variance	30436840.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	67080	3.2%
400	656	< 0.1%
9068	608	< 0.1%
600	497	< 0.1%
10230	337	< 0.1%
12772.4	305	< 0.1%
2389.6	305	< 0.1%
1000	267	< 0.1%
6386.4	200	< 0.1%
3127.8	188	< 0.1%
Other values (50048)	81889	3.9%
(Missing)	1926991	92.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	67080	3.2%
0.004	1	< 0.1%
0.008	1	< 0.1%
0.024	1	< 0.1%
0.076	1	< 0.1%

Value	Count	Frequency (%)
394961.1	1	< 0.1%
130628.43	1	< 0.1%
103774.27	1	< 0.1%
86276.5	1	< 0.1%
83947.55	1	< 0.1%

instlamount_852A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	22791
Distinct (%)	22.3%
Missing	1977007
Missing (%)	95.1%
Infinite	0
Infinite (%)	0.0%
Mean	727.7284524

Minimum	0
Maximum	285583.62
Zeros	63075
Zeros (%)	3.0%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	420
95-th percentile	3937.60965
Maximum	285583.62
Range	285583.62
Interquartile range (IQR)	420

Descriptive statistics

Standard deviation	2331.102068
Coefficient of variation (CV)	3.203258112
Kurtosis	2801.847309
Mean	727.7284524
Median Absolute Deviation (MAD)	0
Skewness	31.69000589
Sum	74458264.33
Variance	5434036.853
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	63075	3.0%
400	4278	0.2%
1000	2166	0.1%
1200	599	< 0.1%
2000	594	< 0.1%
3000	412	< 0.1%
1540	403	< 0.1%
2260	362	< 0.1%
800	326	< 0.1%
3700	282	< 0.1%
Other values (22781)	29819	1.4%
(Missing)	1977007	95.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	63075	3.0%
0.002	5	< 0.1%
0.004	2	< 0.1%
0.006	8	< 0.1%
0.008	3	< 0.1%

Value	Count	Frequency (%)
285583.62	1	< 0.1%
174457.98	1	< 0.1%
141503.19	1	< 0.1%
97266.734	2	< 0.1%
90555.96	1	< 0.1%

interestrate_508L
Real number (ℝ)

MISSING SKEWED

Distinct	142
Distinct (%)	1.4%
Missing	2068990
Missing (%)	99.5%
Infinite	0
Infinite (%)	0.0%
Mean	94.12153876

Minimum	0
Maximum	53856
Zeros	117
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	11.5
Q1	18
median	21
Q3	24
95-th percentile	35
Maximum	53856
Range	53856
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	1162.872482
Coefficient of variation (CV)	12.35500925
Kurtosis	950.7793234
Mean	94.12153876
Median Absolute Deviation (MAD)	3
Skewness	26.1670526
Sum	972557.86
Variance	1352272.409
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19	1858	0.1%
24	1354	0.1%
22	692	< 0.1%
20	621	< 0.1%
35	543	< 0.1%
18	519	< 0.1%
17	476	< 0.1%
16	401	< 0.1%
25	392	< 0.1%
26	371	< 0.1%
Other values (132)	3106	0.1%
(Missing)	2068990	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	117	< 0.1%
4	2	< 0.1%
5	7	< 0.1%
5.3	2	< 0.1%
5.5	6	< 0.1%

Value	Count	Frequency (%)
53856	1	< 0.1%
52368	1	< 0.1%
25299	2	< 0.1%
19027	1	< 0.1%
18000	3	< 0.1%

lastupdate_1112D
Text

MISSING

Distinct	202
Distinct (%)	0.1%
Missing	1750967
Missing (%)	84.2%
Memory size	15.9 MiB

Length

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

Characters and Unicode

Total characters	3283560
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	44 ?
Unique (%)	< 0.1%

Sample

1st row	2020-06-13
2nd row	2020-06-17
3rd row	2020-06-04
4th row	2020-06-17
5th row	2020-06-04

Value	Count	Frequency (%)
2020-08-27	22820	6.9%
2020-09-09	18576	5.7%
2020-09-30	18034	5.5%
2020-09-12	17981	5.5%
2020-06-18	17074	5.2%
2020-09-24	16935	5.2%
2020-08-26	15457	4.7%
2020-06-17	13633	4.2%
2020-08-11	13159	4.0%
2020-07-01	10995	3.3%
Other values (192)	163692	49.9%

Most occurring characters

Value	Count	Frequency (%)
0	1104888	33.6%
2	797641	24.3%
-	656712	20.0%
1	166611	5.1%
9	148321	4.5%
8	123181	3.8%
7	109659	3.3%
6	82049	2.5%
3	53810	1.6%
4	27282	0.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2626848	80.0%
Dash Punctuation	656712	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1104888	42.1%
2	797641	30.4%
1	166611	6.3%
9	148321	5.6%
8	123181	4.7%
7	109659	4.2%
6	82049	3.1%
3	53810	2.0%
4	27282	1.0%
5	13406	0.5%

Dash Punctuation

Value	Count	Frequency (%)
-	656712	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3283560	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1104888	33.6%
2	797641	24.3%
-	656712	20.0%
1	166611	5.1%
9	148321	4.5%
8	123181	3.8%
7	109659	3.3%
6	82049	2.5%
3	53810	1.6%
4	27282	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3283560	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1104888	33.6%
2	797641	24.3%
-	656712	20.0%
1	166611	5.1%
9	148321	4.5%
8	123181	3.8%
7	109659	3.3%
6	82049	2.5%
3	53810	1.6%
4	27282	0.8%

lastupdate_388D
Text

MISSING

Distinct	4908
Distinct (%)	0.4%
Missing	812710
Missing (%)	39.1%
Memory size	15.9 MiB

Length

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

Characters and Unicode

Total characters	12666130
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	212 ?
Unique (%)	< 0.1%

Sample

1st row	2011-01-03
2nd row	2012-04-13
3rd row	2014-12-13
4th row	2016-07-24
5th row	2015-01-16

Value	Count	Frequency (%)
2007-09-25	16436	1.3%
2008-06-13	9665	0.8%
2020-06-09	9251	0.7%
2015-04-10	8106	0.6%
2008-11-12	7566	0.6%
2013-03-07	6283	0.5%
2018-12-28	6244	0.5%
2013-10-02	5869	0.5%
2018-08-10	5129	0.4%
2018-12-31	4666	0.4%
Other values (4898)	1187398	93.7%

Most occurring characters

Value	Count	Frequency (%)
0	3169050	25.0%
-	2533226	20.0%
2	2227408	17.6%
1	2053226	16.2%
9	513133	4.1%
8	458318	3.6%
7	384505	3.0%
6	367694	2.9%
3	345434	2.7%
5	324965	2.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	10132904	80.0%
Dash Punctuation	2533226	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3169050	31.3%
2	2227408	22.0%
1	2053226	20.3%
9	513133	5.1%
8	458318	4.5%
7	384505	3.8%
6	367694	3.6%
3	345434	3.4%
5	324965	3.2%
4	289171	2.9%

Dash Punctuation

Value	Count	Frequency (%)
-	2533226	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	12666130	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3169050	25.0%
-	2533226	20.0%
2	2227408	17.6%
1	2053226	16.2%
9	513133	4.1%
8	458318	3.6%
7	384505	3.0%
6	367694	2.9%
3	345434	2.7%
5	324965	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12666130	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3169050	25.0%
-	2533226	20.0%
2	2227408	17.6%
1	2053226	16.2%
9	513133	4.1%
8	458318	3.6%
7	384505	3.0%
6	367694	2.9%
3	345434	2.7%
5	324965	2.6%

monthlyinstlamount_332A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	118374
Distinct (%)	36.3%
Missing	1753025
Missing (%)	84.3%
Infinite	0
Infinite (%)	0.0%
Mean	5648.897974

Minimum	0
Maximum	10406394
Zeros	67678
Zeros (%)	3.3%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1012.2
median	3335.4001
Q3	6757.15
95-th percentile	15912.358
Maximum	10406394
Range	10406394
Interquartile range (IQR)	5744.95

Descriptive statistics

Standard deviation	46818.93197
Coefficient of variation (CV)	8.288153228
Kurtosis	34108.90373
Mean	5648.897974
Median Absolute Deviation (MAD)	2895.4002
Skewness	168.4209434
Sum	1843224111
Variance	2192012391
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	67678	3.3%
400	657	< 0.1%
9068	608	< 0.1%
600	501	< 0.1%
10230	337	< 0.1%
1000	320	< 0.1%
2389.6	311	< 0.1%
12772.4	305	< 0.1%
2100.246	304	< 0.1%
4200.492	291	< 0.1%
Other values (118364)	254986	12.3%
(Missing)	1753025	84.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	67678	3.3%
0.002	1	< 0.1%
0.004	2	< 0.1%
0.008	1	< 0.1%
0.024	1	< 0.1%

Value	Count	Frequency (%)
10406394	1	< 0.1%
10166277	3	< 0.1%
9326755	1	< 0.1%
6082167	1	< 0.1%
3848977.8	1	< 0.1%

monthlyinstlamount_674A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	273080
Distinct (%)	22.9%
Missing	888003
Missing (%)	42.7%
Infinite	0
Infinite (%)	0.0%
Mean	7729.342044

Minimum	0
Maximum	58409576
Zeros	528046
Zeros (%)	25.4%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1262.4
Q3	4400
95-th percentile	24208.2057
Maximum	58409576
Range	58409576
Interquartile range (IQR)	4400

Descriptive statistics

Standard deviation	126166.4556
Coefficient of variation (CV)	16.32305245
Kurtosis	74229.66087
Mean	7729.342044
Median Absolute Deviation (MAD)	1262.4
Skewness	220.9307649
Sum	9208119764
Variance	1.591797452 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	528046	25.4%
400	4288	0.2%
1000	2247	0.1%
4200	1185	0.1%
2100	1179	0.1%
3150	1109	0.1%
2114	1084	0.1%
2000	1043	0.1%
4228	1032	< 0.1%
4000	979	< 0.1%
Other values (273070)	649128	31.2%
(Missing)	888003	42.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	528046	25.4%
0.002	32	< 0.1%
0.004	11	< 0.1%
0.006	17	< 0.1%
0.008	19	< 0.1%

Value	Count	Frequency (%)
58409576	1	< 0.1%
45180184	1	< 0.1%
40719430	1	< 0.1%
34831024	1	< 0.1%
30224384	1	< 0.1%

nominalrate_281L
Real number (ℝ)

MISSING SKEWED

Distinct	544
Distinct (%)	0.4%
Missing	1953359
Missing (%)	93.9%
Infinite	0
Infinite (%)	0.0%
Mean	58.4855758

Minimum	0
Maximum	37133.4
Zeros	17525
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	18.1
median	39
Q3	42
95-th percentile	45
Maximum	37133.4
Range	37133.4
Interquartile range (IQR)	23.9

Descriptive statistics

Standard deviation	629.0540305
Coefficient of variation (CV)	10.75571236
Kurtosis	2415.270914
Mean	58.4855758
Median Absolute Deviation (MAD)	6
Skewness	45.98914381
Sum	7367077.07
Variance	395708.9733
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
42	20758	1.0%
45	19982	1.0%
0	17525	0.8%
39	14447	0.7%
0.12	7599	0.4%
40	5700	0.3%
43	3501	0.2%
41.75	2073	0.1%
40.05	1516	0.1%
30	1434	0.1%
Other values (534)	31429	1.5%
(Missing)	1953359	93.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	17525	0.8%
0.01	26	< 0.1%
0.12	7599	0.4%
0.5	158	< 0.1%
0.61	1	< 0.1%

Value	Count	Frequency (%)
37133.4	14	< 0.1%
30341.1	25	< 0.1%
11907.9	4	< 0.1%
9089.9	10	< 0.1%
6200	5	< 0.1%

nominalrate_498L
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	1535
Distinct (%)	0.3%
Missing	1596430
Missing (%)	76.8%
Infinite	0
Infinite (%)	0.0%
Mean	193.1688011

Minimum	0
Maximum	59140.9
Zeros	29774
Zeros (%)	1.4%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	25.64
median	42.5
Q3	45
95-th percentile	365
Maximum	59140.9
Range	59140.9
Interquartile range (IQR)	19.36

Descriptive statistics

Standard deviation	1762.551522
Coefficient of variation (CV)	9.124410939
Kurtosis	649.1796246
Mean	193.1688011
Median Absolute Deviation (MAD)	2.5
Skewness	23.41495544
Sum	93279861.86
Variance	3106587.867
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
45	158909	7.6%
0.12	54561	2.6%
42	30233	1.5%
0	29774	1.4%
96.3	18845	0.9%
40	12485	0.6%
43.3	11714	0.6%
39	11638	0.6%
40.05	9323	0.4%
43	8407	0.4%
Other values (1525)	137004	6.6%
(Missing)	1596430	76.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	29774	1.4%
0.01	10	< 0.1%
0.1	24	< 0.1%
0.12	54561	2.6%
0.14	2	< 0.1%

Value	Count	Frequency (%)
59140.9	175	< 0.1%
46334.2	1	< 0.1%
46334.1	52	< 0.1%
46333.9	2	< 0.1%
46333.8	1	< 0.1%

num_group1
Real number (ℝ)

ZEROS

Distinct	203
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.822535989

Minimum	0
Maximum	202
Zeros	176608
Zeros (%)	8.5%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	5
Q3	8
95-th percentile	19
Maximum	202
Range	202
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	7.293182639
Coefficient of variation (CV)	1.068984121
Kurtosis	39.54402562
Mean	6.822535989
Median Absolute Deviation (MAD)	3
Skewness	4.232327133
Sum	14186256
Variance	53.19051301
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	176608	8.5%
1	176608	8.5%
2	176608	8.5%
3	176608	8.5%
4	176608	8.5%
5	176608	8.5%
6	176608	8.5%
7	176608	8.5%
8	176608	8.5%
9	70499	3.4%
Other values (193)	419352	20.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	176608	8.5%
1	176608	8.5%
2	176608	8.5%
3	176608	8.5%
4	176608	8.5%

Value	Count	Frequency (%)
202	1	< 0.1%
201	1	< 0.1%
200	1	< 0.1%
199	1	< 0.1%
198	1	< 0.1%

numberofcontrsvalue_258L
Real number (ℝ)

MISSING

Distinct	18
Distinct (%)	< 0.1%
Missing	1921187
Missing (%)	92.4%
Infinite	0
Infinite (%)	0.0%
Mean	2.064178935

Minimum	0
Maximum	99
Zeros	371
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	2
Q3	3
95-th percentile	4
Maximum	99
Range	99
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.103112318
Coefficient of variation (CV)	0.5344073132
Kurtosis	413.9707396
Mean	2.064178935
Median Absolute Deviation (MAD)	1
Skewness	5.862795421
Sum	326421
Variance	1.216856787
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
1	58262	2.8%
2	51306	2.5%
3	31260	1.5%
4	13778	0.7%
5	2696	0.1%
0	371	< 0.1%
6	351	< 0.1%
7	57	< 0.1%
8	17	< 0.1%
9	13	< 0.1%
Other values (8)	25	< 0.1%
(Missing)	1921187	92.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	371	< 0.1%
1	58262	2.8%
2	51306	2.5%
3	31260	1.5%
4	13778	0.7%

Value	Count	Frequency (%)
99	1	< 0.1%
56	1	< 0.1%
16	1	< 0.1%
14	1	< 0.1%
13	3	< 0.1%

numberofcontrsvalue_358L
Real number (ℝ)

MISSING

Distinct	113
Distinct (%)	0.1%
Missing	1905185
Missing (%)	91.6%
Infinite	0
Infinite (%)	0.0%
Mean	7.269516131

Minimum	0
Maximum	198
Zeros	69
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3
median	5
Q3	10
95-th percentile	19
Maximum	198
Range	198
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	6.810659766
Coefficient of variation (CV)	0.9368793801
Kurtosis	25.00372252
Mean	7.269516131
Median Absolute Deviation (MAD)	3
Skewness	3.181462851
Sum	1265899
Variance	46.38508645
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	22408	1.1%
2	18354	0.9%
3	16945	0.8%
4	15707	0.8%
5	13962	0.7%
6	12415	0.6%
7	11174	0.5%
8	9220	0.4%
9	8335	0.4%
10	7224	0.3%
Other values (103)	38394	1.8%
(Missing)	1905185	91.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	69	< 0.1%
1	22408	1.1%
2	18354	0.9%
3	16945	0.8%
4	15707	0.8%

Value	Count	Frequency (%)
198	1	< 0.1%
153	1	< 0.1%
149	1	< 0.1%
142	1	< 0.1%
121	1	< 0.1%

numberofinstls_229L
Real number (ℝ)

MISSING ZEROS

Distinct	320
Distinct (%)	< 0.1%
Missing	965603
Missing (%)	46.4%
Infinite	0
Infinite (%)	0.0%
Mean	11.38378318

Minimum	0
Maximum	600
Zeros	215858
Zeros (%)	10.4%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	6
Q3	12
95-th percentile	36
Maximum	600
Range	600
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	17.88047601
Coefficient of variation (CV)	1.570697169
Kurtosis	86.28426755
Mean	11.38378318
Median Absolute Deviation (MAD)	6
Skewness	6.971355652
Sum	12678347
Variance	319.7114225
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	215858	10.4%
12	187514	9.0%
1	130500	6.3%
6	117648	5.7%
24	65546	3.2%
3	45391	2.2%
18	42735	2.1%
36	33800	1.6%
10	27797	1.3%
4	22307	1.1%
Other values (310)	224624	10.8%
(Missing)	965603	46.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	215858	10.4%
1	130500	6.3%
2	7607	0.4%
3	45391	2.2%
4	22307	1.1%

Value	Count	Frequency (%)
600	1	< 0.1%
498	1	< 0.1%
488	1	< 0.1%
484	1	< 0.1%
482	5	< 0.1%

numberofinstls_320L
Real number (ℝ)

MISSING

Distinct	287
Distinct (%)	0.2%
Missing	1905363
Missing (%)	91.6%
Infinite	0
Infinite (%)	0.0%
Mean	32.4540584

Minimum	0
Maximum	362
Zeros	30
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	6
Q1	12
median	24
Q3	39
95-th percentile	75
Maximum	362
Range	362
Interquartile range (IQR)	27

Descriptive statistics

Standard deviation	33.6640834
Coefficient of variation (CV)	1.037284243
Kurtosis	20.42757174
Mean	32.4540584
Median Absolute Deviation (MAD)	12
Skewness	3.876989753
Sum	5645708
Variance	1133.270511
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12	34107	1.6%
24	25125	1.2%
36	15892	0.8%
48	11150	0.5%
18	10253	0.5%
60	8425	0.4%
6	6837	0.3%
16	5957	0.3%
30	4252	0.2%
1	2778	0.1%
Other values (277)	49184	2.4%
(Missing)	1905363	91.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	30	< 0.1%
1	2778	0.1%
2	10	< 0.1%
3	1548	0.1%
4	816	< 0.1%

Value	Count	Frequency (%)
362	1	< 0.1%
354	1	< 0.1%
344	1	< 0.1%
338	1	< 0.1%
315	1	< 0.1%

numberofoutstandinstls_520L
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	174
Distinct (%)	< 0.1%
Missing	964922
Missing (%)	46.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.05953871183

Minimum	0
Maximum	525
Zeros	1112968
Zeros (%)	53.5%
Negative	0
Negative (%)	0.0%
Memory size	15.9 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	3.202720264
Coefficient of variation (CV)	53.79223309
Kurtosis	11196.75792
Mean	0.05953871183
Median Absolute Deviation (MAD)	0
Skewness	95.13283139
Sum	66350
Variance	10.25741709
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1112968	53.5%
1	145	< 0.1%
2	85	< 0.1%
4	68	< 0.1%
20	46	< 0.1%
16	43	< 0.1%
12	43	< 0.1%
10	42	< 0.1%
8	41	< 0.1%
6	40	< 0.1%
Other values (164)	880	< 0.1%
(Missing)	964922	46.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1112968	53.5%
1	145	< 0.1%
2	85	< 0.1%
3	26	< 0.1%
4	68	< 0.1%

Value	Count	Frequency (%)
525	1	< 0.1%
512	1	< 0.1%
468	1	< 0.1%
466	2	< 0.1%
464	3	< 0.1%

numberofoutstandinstls_59L
Real number (ℝ)

MISSING

Distinct	290
Distinct (%)	0.2%
Missing	1905355
Missing (%)	91.6%
Infinite	0
Infinite (%)	0.0%
Mean	20.57792238

Minimum	0
Maximum	301
Zeros	1860
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	5
median	12
Q3	25
95-th percentile	59
Maximum	301
Range	301
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	29.12099854
Coefficient of variation (CV)	1.415157372
Kurtosis	27.54700772
Mean	20.57792238
Median Absolute Deviation (MAD)	8
Skewness	4.465840128
Sum	3579900
Variance	848.0325561
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	10959	0.5%
2	8519	0.4%
3	8316	0.4%
5	8316	0.4%
4	8244	0.4%
6	7813	0.4%
7	7023	0.3%
10	6343	0.3%
12	6002	0.3%
9	5907	0.3%
Other values (280)	96526	4.6%
(Missing)	1905355	91.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1860	0.1%
1	10959	0.5%
2	8519	0.4%
3	8316	0.4%
4	8244	0.4%

Value	Count	Frequency (%)
301	1	< 0.1%
300	21	< 0.1%
299	39	< 0.1%
298	28	< 0.1%
297	19	< 0.1%

numberofoverdueinstlmax_1039L
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	1238
Distinct (%)	0.4%
Missing	1750967
Missing (%)	84.2%
Infinite	0
Infinite (%)	0.0%
Mean	10.33044013

Minimum	0
Maximum	40121
Zeros	239494
Zeros (%)	11.5%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	30
Maximum	40121
Range	40121
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	120.9371059
Coefficient of variation (CV)	11.70686866
Kurtosis	37186.80835
Mean	10.33044013
Median Absolute Deviation (MAD)	0
Skewness	124.4609752
Sum	3392062
Variance	14625.78357
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	239494	11.5%
1	15816	0.8%
2	6450	0.3%
4	4455	0.2%
3	4384	0.2%
5	3817	0.2%
8	2576	0.1%
7	2249	0.1%
9	2243	0.1%
11	2131	0.1%
Other values (1228)	44741	2.2%
(Missing)	1750967	84.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	239494	11.5%
1	15816	0.8%
2	6450	0.3%
3	4384	0.2%
4	4455	0.2%

Value	Count	Frequency (%)
40121	1	< 0.1%
5022	1	< 0.1%
4794	1	< 0.1%
4681	1	< 0.1%
4616	1	< 0.1%

numberofoverdueinstlmax_1151L
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	3963
Distinct (%)	0.3%
Missing	812672
Missing (%)	39.1%
Infinite	0
Infinite (%)	0.0%
Mean	54.39403908

Minimum	0
Maximum	260000
Zeros	888918
Zeros (%)	42.8%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	159
Maximum	260000
Range	260000
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	461.8378486
Coefficient of variation (CV)	8.490596698
Kurtosis	102789.9843
Mean	54.39403908
Median Absolute Deviation (MAD)	0
Skewness	235.4689954
Sum	68898264
Variance	213294.1984
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	888918	42.8%
1	64846	3.1%
2	20132	1.0%
4	18338	0.9%
3	18234	0.9%
7	11855	0.6%
5	10689	0.5%
6	9006	0.4%
8	8428	0.4%
9	6597	0.3%
Other values (3953)	209608	10.1%
(Missing)	812672	39.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	888918	42.8%
1	64846	3.1%
2	20132	1.0%
3	18234	0.9%
4	18338	0.9%

Value	Count	Frequency (%)
260000	1	< 0.1%
160000	1	< 0.1%
93972	2	< 0.1%
93971	2	< 0.1%
93970	3	< 0.1%

numberofoverdueinstlmaxdat_148D
Text

MISSING

Distinct	4670
Distinct (%)	1.2%
Missing	1701590
Missing (%)	81.8%
Memory size	15.9 MiB

Length

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

Characters and Unicode

Total characters	3777330
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	330 ?
Unique (%)	0.1%

Sample

1st row	2009-04-30
2nd row	2011-05-02
3rd row	2014-06-21
4th row	2019-05-09
5th row	2015-06-26

Value	Count	Frequency (%)
2007-07-31	13341	3.5%
2011-08-24	4016	1.1%
2007-07-05	2844	0.8%
2012-03-04	2540	0.7%
2008-10-15	2307	0.6%
2011-09-04	1929	0.5%
2010-01-07	1308	0.3%
2018-09-17	1301	0.3%
2019-12-12	1227	0.3%
2018-12-20	1208	0.3%
Other values (4660)	345712	91.5%

Most occurring characters

Value	Count	Frequency (%)
0	933024	24.7%
-	755466	20.0%
1	638933	16.9%
2	623117	16.5%
7	136641	3.6%
9	133651	3.5%
8	132286	3.5%
5	108165	2.9%
3	107712	2.9%
4	104524	2.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3021864	80.0%
Dash Punctuation	755466	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	933024	30.9%
1	638933	21.1%
2	623117	20.6%
7	136641	4.5%
9	133651	4.4%
8	132286	4.4%
5	108165	3.6%
3	107712	3.6%
4	104524	3.5%
6	103811	3.4%

Dash Punctuation

Value	Count	Frequency (%)
-	755466	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3777330	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	933024	24.7%
-	755466	20.0%
1	638933	16.9%
2	623117	16.5%
7	136641	3.6%
9	133651	3.5%
8	132286	3.5%
5	108165	2.9%
3	107712	2.9%
4	104524	2.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3777330	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	933024	24.7%
-	755466	20.0%
1	638933	16.9%
2	623117	16.5%
7	136641	3.6%
9	133651	3.5%
8	132286	3.5%
5	108165	2.9%
3	107712	2.9%
4	104524	2.8%

numberofoverdueinstlmaxdat_641D
Text

MISSING

Distinct	1619
Distinct (%)	1.8%
Missing	1990461
Missing (%)	95.7%
Memory size	15.9 MiB

Length

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

Characters and Unicode

Total characters	888620
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	442 ?
Unique (%)	0.5%

Sample

1st row	2019-08-07
2nd row	2020-04-09
3rd row	2019-04-23
4th row	2020-05-27
5th row	2020-02-26

Value	Count	Frequency (%)
2020-05-08	1775	2.0%
2020-04-20	1517	1.7%
2020-05-20	1317	1.5%
2020-05-05	1226	1.4%
2020-08-11	1058	1.2%
2020-06-18	1047	1.2%
2020-06-01	972	1.1%
2020-05-13	933	1.0%
2020-07-23	926	1.0%
2020-02-26	911	1.0%
Other values (1609)	77180	86.9%

Most occurring characters

Value	Count	Frequency (%)
0	247178	27.8%
2	181519	20.4%
-	177724	20.0%
1	113401	12.8%
9	33207	3.7%
8	27048	3.0%
5	24021	2.7%
6	23933	2.7%
4	20697	2.3%
7	20612	2.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	710896	80.0%
Dash Punctuation	177724	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	247178	34.8%
2	181519	25.5%
1	113401	16.0%
9	33207	4.7%
8	27048	3.8%
5	24021	3.4%
6	23933	3.4%
4	20697	2.9%
7	20612	2.9%
3	19280	2.7%

Dash Punctuation

Value	Count	Frequency (%)
-	177724	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	888620	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	247178	27.8%
2	181519	20.4%
-	177724	20.0%
1	113401	12.8%
9	33207	3.7%
8	27048	3.0%
5	24021	2.7%
6	23933	2.7%
4	20697	2.3%
7	20612	2.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	888620	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	247178	27.8%
2	181519	20.4%
-	177724	20.0%
1	113401	12.8%
9	33207	3.7%
8	27048	3.0%
5	24021	2.7%
6	23933	2.7%
4	20697	2.3%
7	20612	2.3%

numberofoverdueinstls_725L
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	604
Distinct (%)	0.2%
Missing	1752866
Missing (%)	84.3%
Infinite	0
Infinite (%)	0.0%
Mean	2.005489237

Minimum	0
Maximum	5022
Zeros	323096
Zeros (%)	15.5%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	5022
Range	5022
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	60.32858424
Coefficient of variation (CV)	30.08172924
Kurtosis	2955.204057
Mean	2.005489237
Median Absolute Deviation (MAD)	0
Skewness	49.63039471
Sum	654706
Variance	3639.538076
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	323096	15.5%
1	364	< 0.1%
2	164	< 0.1%
4	119	< 0.1%
3	104	< 0.1%
8	100	< 0.1%
11	93	< 0.1%
5	93	< 0.1%
16	85	< 0.1%
9	83	< 0.1%
Other values (594)	2156	0.1%
(Missing)	1752866	84.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	323096	15.5%
1	364	< 0.1%
2	164	< 0.1%
3	104	< 0.1%
4	119	< 0.1%

Value	Count	Frequency (%)
5022	1	< 0.1%
4794	1	< 0.1%
4681	1	< 0.1%
4616	1	< 0.1%
4560	1	< 0.1%

numberofoverdueinstls_834L
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	118
Distinct (%)	< 0.1%
Missing	814326
Missing (%)	39.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.03900088301

Minimum	0
Maximum	3071
Zeros	1264302
Zeros (%)	60.8%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	3071
Range	3071
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4.872376506
Coefficient of variation (CV)	124.9299024
Kurtosis	137433.8503
Mean	0.03900088301
Median Absolute Deviation (MAD)	0
Skewness	279.913791
Sum	49336
Variance	23.74005282
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1264302	60.8%
1	228	< 0.1%
2	120	< 0.1%
3	53	< 0.1%
4	48	< 0.1%
6	26	< 0.1%
5	25	< 0.1%
7	19	< 0.1%
10	8	< 0.1%
8	7	< 0.1%
Other values (108)	161	< 0.1%
(Missing)	814326	39.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1264302	60.8%
1	228	< 0.1%
2	120	< 0.1%
3	53	< 0.1%
4	48	< 0.1%

Value	Count	Frequency (%)
3071	1	< 0.1%
1337	1	< 0.1%
1161	1	< 0.1%
823	1	< 0.1%
704	1	< 0.1%

outstandingamount_354A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	153
Distinct (%)	< 0.1%
Missing	964646
Missing (%)	46.4%
Infinite	0
Infinite (%)	0.0%
Mean	2.864518945

Minimum	0
Maximum	445254
Zeros	1114466
Zeros (%)	53.6%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	445254
Range	445254
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	764.8788146
Coefficient of variation (CV)	267.0182426
Kurtosis	212260.0591
Mean	2.864518945
Median Absolute Deviation (MAD)	0
Skewness	431.1137107
Sum	3193013.384
Variance	585039.6011
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1114466	53.6%
0.2	12	< 0.1%
0.8	9	< 0.1%
0.6	8	< 0.1%
1	5	< 0.1%
0.4	5	< 0.1%
1.4	4	< 0.1%
2.2	3	< 0.1%
17.2	3	< 0.1%
4	3	< 0.1%
Other values (143)	159	< 0.1%
(Missing)	964646	46.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1114466	53.6%
0.2	12	< 0.1%
0.4	5	< 0.1%
0.6	8	< 0.1%
0.8	9	< 0.1%

Value	Count	Frequency (%)
445254	1	< 0.1%
390000	1	< 0.1%
342232.84	1	< 0.1%
234462	1	< 0.1%
145444.17	1	< 0.1%

outstandingamount_362A
Real number (ℝ)

MISSING SKEWED

Distinct	165004
Distinct (%)	94.8%
Missing	1905317
Missing (%)	91.6%
Infinite	0
Infinite (%)	0.0%
Mean	161763.3627

Minimum	0
Maximum	131231420
Zeros	1659
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	3354.237
Q1	13987.7305
median	39326.757
Q3	113582.73
95-th percentile	668300.05
Maximum	131231420
Range	131231420
Interquartile range (IQR)	99594.9995

Descriptive statistics

Standard deviation	755988.32
Coefficient of variation (CV)	4.673421146
Kurtosis	11868.91306
Mean	161763.3627
Median Absolute Deviation (MAD)	31456.5052
Skewness	83.85920112
Sum	2.81477957 × 10¹⁰
Variance	5.7151834 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1659	0.1%
100000	82	< 0.1%
60000	63	< 0.1%
200000	55	< 0.1%
40000	53	< 0.1%
5200	40	< 0.1%
10400	40	< 0.1%
20000	39	< 0.1%
2000000	37	< 0.1%
120000	36	< 0.1%
Other values (164994)	171902	8.3%
(Missing)	1905317	91.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1659	0.1%
0.002	4	< 0.1%
0.004	1	< 0.1%
0.006	1	< 0.1%
0.034	1	< 0.1%

Value	Count	Frequency (%)
131231420	1	< 0.1%
118736210	1	< 0.1%
106765980	1	< 0.1%
68851120	1	< 0.1%
55744710	1	< 0.1%

overdueamount_31A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	173
Distinct (%)	< 0.1%
Missing	814062
Missing (%)	39.2%
Infinite	0
Infinite (%)	0.0%
Mean	12.53579364

Minimum	0
Maximum	427110
Zeros	1265044
Zeros (%)	60.8%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	427110
Range	427110
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1678.015364
Coefficient of variation (CV)	133.8579281
Kurtosis	35508.16513
Mean	12.53579364
Median Absolute Deviation (MAD)	0
Skewness	176.3038547
Sum	15861050.79
Variance	2815735.561
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1265044	60.8%
0.2	10	< 0.1%
0.8	7	< 0.1%
0.6	5	< 0.1%
1.4	4	< 0.1%
1	4	< 0.1%
17.2	3	< 0.1%
4	3	< 0.1%
1.2	3	< 0.1%
8	3	< 0.1%
Other values (163)	175	< 0.1%
(Missing)	814062	39.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1265044	60.8%
0.2	10	< 0.1%
0.4	3	< 0.1%
0.6	5	< 0.1%
0.8	7	< 0.1%

Value	Count	Frequency (%)
427110	1	< 0.1%
412360	1	< 0.1%
407650	1	< 0.1%
397750	1	< 0.1%
397050	1	< 0.1%

overdueamount_659A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	2695
Distinct (%)	0.8%
Missing	1752866
Missing (%)	84.3%
Infinite	0
Infinite (%)	0.0%
Mean	3708.823809

Minimum	0
Maximum	437339700
Zeros	323097
Zeros (%)	15.5%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	437339700
Range	437339700
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1093778.332
Coefficient of variation (CV)	294.9124542
Kurtosis	156632.6579
Mean	3708.823809
Median Absolute Deviation (MAD)	0
Skewness	392.5318865
Sum	1210771494
Variance	1.196351039 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	323097	15.5%
0.2	48	< 0.1%
99.8	44	< 0.1%
10	23	< 0.1%
4	17	< 0.1%
14	11	< 0.1%
0.8	11	< 0.1%
6500	11	< 0.1%
13479.343	10	< 0.1%
1	9	< 0.1%
Other values (2685)	3176	0.2%
(Missing)	1752866	84.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	323097	15.5%
0.008	1	< 0.1%
0.014	1	< 0.1%
0.016	1	< 0.1%
0.018000001	3	< 0.1%

Value	Count	Frequency (%)
437339700	2	< 0.1%
66728776	1	< 0.1%
31031926	2	< 0.1%
29950490	1	< 0.1%
9986989	2	< 0.1%

overdueamountmax2_14A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	75567
Distinct (%)	23.0%
Missing	1750967
Missing (%)	84.2%
Infinite	0
Infinite (%)	0.0%
Mean	5707.585946

Minimum	0
Maximum	437339700
Zeros	238861
Zeros (%)	11.5%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	34
95-th percentile	9403.58375
Maximum	437339700
Range	437339700
Interquartile range (IQR)	34

Descriptive statistics

Standard deviation	1091378.355
Coefficient of variation (CV)	191.2154044
Kurtosis	157098.4752
Mean	5707.585946
Median Absolute Deviation (MAD)	0
Skewness	392.8541134
Sum	1874120091
Variance	1.191106713 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	238861	11.5%
99.8	192	< 0.1%
10	127	< 0.1%
0.2	99	< 0.1%
0.4	90	< 0.1%
4	80	< 0.1%
400	73	< 0.1%
2	66	< 0.1%
0.8	64	< 0.1%
1	64	< 0.1%
Other values (75557)	88640	4.3%
(Missing)	1750967	84.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	238861	11.5%
0.002	5	< 0.1%
0.004	8	< 0.1%
0.006	3	< 0.1%
0.008	7	< 0.1%

Value	Count	Frequency (%)
437339700	2	< 0.1%
66728776	1	< 0.1%
31031926	2	< 0.1%
29950490	1	< 0.1%
14662000	3	< 0.1%

overdueamountmax2_398A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	226964
Distinct (%)	17.9%
Missing	812672
Missing (%)	39.1%
Infinite	0
Infinite (%)	0.0%
Mean	5454.102794

Minimum	0
Maximum	120690770
Zeros	892627
Zeros (%)	42.9%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	615
95-th percentile	15260.341
Maximum	120690770
Range	120690770
Interquartile range (IQR)	615

Descriptive statistics

Standard deviation	187387.5798
Coefficient of variation (CV)	34.35717788
Kurtosis	187478.036
Mean	5454.102794
Median Absolute Deviation (MAD)	0
Skewness	363.5508044
Sum	6908444758
Variance	3.511410508 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	892627	42.9%
0.2	1449	0.1%
0.4	850	< 0.1%
0.8	638	< 0.1%
1.6	582	< 0.1%
2	538	< 0.1%
0.6	516	< 0.1%
4	501	< 0.1%
1.2	500	< 0.1%
1	497	< 0.1%
Other values (226954)	367953	17.7%
(Missing)	812672	39.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	892627	42.9%
0.002	45	< 0.1%
0.004	29	< 0.1%
0.006	30	< 0.1%
0.008	22	< 0.1%

Value	Count	Frequency (%)
120690770	1	< 0.1%
88297850	1	< 0.1%
51793576	1	< 0.1%
40498430	1	< 0.1%
34774812	1	< 0.1%

overdueamountmax2date_1002D
Text

MISSING

Distinct	4537
Distinct (%)	1.2%
Missing	1705299
Missing (%)	82.0%
Memory size	15.9 MiB

Length

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

Characters and Unicode

Total characters	3740240
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	283 ?
Unique (%)	0.1%

Sample

1st row	2009-04-30
2nd row	2011-05-02
3rd row	2014-06-21
4th row	2019-05-09
5th row	2015-07-07

Value	Count	Frequency (%)
2011-10-06	5150	1.4%
2008-10-15	2267	0.6%
2010-01-07	1622	0.4%
2015-07-07	1397	0.4%
2018-12-20	1188	0.3%
2019-04-11	1079	0.3%
2018-09-17	1064	0.3%
2018-11-20	1063	0.3%
2008-11-27	1040	0.3%
2019-08-07	1033	0.3%
Other values (4527)	357121	95.5%

Most occurring characters

Value	Count	Frequency (%)
0	918683	24.6%
-	748048	20.0%
1	649969	17.4%
2	620291	16.6%
8	134778	3.6%
9	131542	3.5%
7	114015	3.0%
6	111565	3.0%
5	109187	2.9%
3	101759	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2992192	80.0%
Dash Punctuation	748048	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	918683	30.7%
1	649969	21.7%
2	620291	20.7%
8	134778	4.5%
9	131542	4.4%
7	114015	3.8%
6	111565	3.7%
5	109187	3.6%
3	101759	3.4%
4	100403	3.4%

Dash Punctuation

Value	Count	Frequency (%)
-	748048	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3740240	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	918683	24.6%
-	748048	20.0%
1	649969	17.4%
2	620291	16.6%
8	134778	3.6%
9	131542	3.5%
7	114015	3.0%
6	111565	3.0%
5	109187	2.9%
3	101759	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3740240	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	918683	24.6%
-	748048	20.0%
1	649969	17.4%
2	620291	16.6%
8	134778	3.6%
9	131542	3.5%
7	114015	3.0%
6	111565	3.0%
5	109187	2.9%
3	101759	2.7%

overdueamountmax2date_1142D
Text

MISSING

Distinct	1771
Distinct (%)	2.0%
Missing	1989828
Missing (%)	95.7%
Memory size	15.9 MiB

Length

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

Characters and Unicode

Total characters	894950
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	445 ?
Unique (%)	0.5%

Sample

1st row	2018-02-17
2nd row	2020-04-09
3rd row	2019-02-12
4th row	2019-08-06
5th row	2017-09-26

Value	Count	Frequency (%)
2020-05-08	1776	2.0%
2020-04-20	1456	1.6%
2020-05-05	1166	1.3%
2020-05-20	1023	1.1%
2020-08-11	980	1.1%
2020-06-01	965	1.1%
2020-06-18	922	1.0%
2019-12-12	895	1.0%
2020-02-11	881	1.0%
2020-07-23	874	1.0%
Other values (1761)	78557	87.8%

Most occurring characters

Value	Count	Frequency (%)
0	246903	27.6%
2	180529	20.2%
-	178990	20.0%
1	117834	13.2%
9	35289	3.9%
8	27709	3.1%
6	23231	2.6%
5	23057	2.6%
7	21213	2.4%
4	20360	2.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	715960	80.0%
Dash Punctuation	178990	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	246903	34.5%
2	180529	25.2%
1	117834	16.5%
9	35289	4.9%
8	27709	3.9%
6	23231	3.2%
5	23057	3.2%
7	21213	3.0%
4	20360	2.8%
3	19835	2.8%

Dash Punctuation

Value	Count	Frequency (%)
-	178990	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	894950	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	246903	27.6%
2	180529	20.2%
-	178990	20.0%
1	117834	13.2%
9	35289	3.9%
8	27709	3.1%
6	23231	2.6%
5	23057	2.6%
7	21213	2.4%
4	20360	2.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	894950	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	246903	27.6%
2	180529	20.2%
-	178990	20.0%
1	117834	13.2%
9	35289	3.9%
8	27709	3.1%
6	23231	2.6%
5	23057	2.6%
7	21213	2.4%
4	20360	2.3%

overdueamountmax_155A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	61696
Distinct (%)	18.8%
Missing	1750968
Missing (%)	84.2%
Infinite	0
Infinite (%)	0.0%
Mean	5171.160496

Minimum	0
Maximum	437339700
Zeros	255514
Zeros (%)	12.3%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	7584.02652
Maximum	437339700
Range	437339700
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1091307.313
Coefficient of variation (CV)	211.0372157
Kurtosis	157140.6365
Mean	5171.160496
Median Absolute Deviation (MAD)	0
Skewness	392.9331245
Sum	1697976405
Variance	1.190951652 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	255514	12.3%
99.8	195	< 0.1%
10	131	< 0.1%
4	82	< 0.1%
0.4	74	< 0.1%
0.2	73	< 0.1%
400	66	< 0.1%
2	63	< 0.1%
20	62	< 0.1%
600	61	< 0.1%
Other values (61686)	72034	3.5%
(Missing)	1750968	84.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	255514	12.3%
0.002	5	< 0.1%
0.004	7	< 0.1%
0.006	4	< 0.1%
0.008	7	< 0.1%

Value	Count	Frequency (%)
437339700	2	< 0.1%
66728776	1	< 0.1%
31031926	2	< 0.1%
29950490	1	< 0.1%
14662000	3	< 0.1%

overdueamountmax_35A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	216532
Distinct (%)	17.6%
Missing	851225
Missing (%)	40.9%
Infinite	0
Infinite (%)	0.0%
Mean	4452.040695

Minimum	0
Maximum	120690770
Zeros	869327
Zeros (%)	41.8%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	360.5595
95-th percentile	14042.48515
Maximum	120690770
Range	120690770
Interquartile range (IQR)	360.5595

Descriptive statistics

Standard deviation	138305.0135
Coefficient of variation (CV)	31.06553219
Kurtosis	492842.8079
Mean	4452.040695
Median Absolute Deviation (MAD)	0
Skewness	613.0158521
Sum	5467542274
Variance	1.912827677 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	869327	41.8%
0.2	1364	0.1%
0.4	814	< 0.1%
0.8	633	< 0.1%
1.6	590	< 0.1%
2	544	< 0.1%
0.6	505	< 0.1%
4	502	< 0.1%
1.2	487	< 0.1%
1	479	< 0.1%
Other values (216522)	352853	17.0%
(Missing)	851225	40.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	869327	41.8%
0.002	50	< 0.1%
0.004	29	< 0.1%
0.006	31	< 0.1%
0.008	21	< 0.1%

Value	Count	Frequency (%)
120690770	1	< 0.1%
51793576	1	< 0.1%
28935590	1	< 0.1%
27888398	1	< 0.1%
23032604	1	< 0.1%

overdueamountmaxdatemonth_284T
Real number (ℝ)

MISSING

Distinct	12
Distinct (%)	< 0.1%
Missing	851225
Missing (%)	40.9%
Infinite	0
Infinite (%)	0.0%
Mean	6.593110648

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.9 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	3.452843202
Coefficient of variation (CV)	0.5237047255
Kurtosis	-1.203664368
Mean	6.593110648
Median Absolute Deviation (MAD)	3
Skewness	-0.06781125261
Sum	8096986
Variance	11.92212618
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
11	111494	5.4%
8	108838	5.2%
1	107568	5.2%
9	107440	5.2%
6	106674	5.1%
10	104685	5.0%
7	103941	5.0%
12	98945	4.8%
2	97958	4.7%
5	95516	4.6%
Other values (2)	185039	8.9%
(Missing)	851225	40.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	107568	5.2%
2	97958	4.7%
3	90153	4.3%
4	94886	4.6%
5	95516	4.6%

Value	Count	Frequency (%)
12	98945	4.8%
11	111494	5.4%
10	104685	5.0%
9	107440	5.2%
8	108838	5.2%

overdueamountmaxdatemonth_365T
Real number (ℝ)

MISSING

Distinct	12
Distinct (%)	< 0.1%
Missing	1750968
Missing (%)	84.2%
Infinite	0
Infinite (%)	0.0%
Mean	7.123223341

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

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

Descriptive statistics

Standard deviation	3.365738005
Coefficient of variation (CV)	0.4725021025
Kurtosis	-1.108885312
Mean	7.123223341
Median Absolute Deviation (MAD)	3
Skewness	-0.3543717004
Sum	2338946
Variance	11.32819232
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
10	48483	2.3%
8	36165	1.7%
9	34509	1.7%
11	32405	1.6%
7	25423	1.2%
4	24354	1.2%
2	23901	1.1%
12	23737	1.1%
5	21692	1.0%
1	21683	1.0%
Other values (2)	36003	1.7%
(Missing)	1750968	84.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	21683	1.0%
2	23901	1.1%
3	18808	0.9%
4	24354	1.2%
5	21692	1.0%

Value	Count	Frequency (%)
12	23737	1.1%
11	32405	1.6%
10	48483	2.3%
9	34509	1.7%
8	36165	1.7%

overdueamountmaxdateyear_2T
Real number (ℝ)

MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	1750968
Missing (%)	84.2%
Infinite	0
Infinite (%)	0.0%
Mean	2019.129302

Minimum	2016
Maximum	2020
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	2016
5-th percentile	2018
Q1	2018
median	2019
Q3	2020
95-th percentile	2020
Maximum	2020
Range	4
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	0.8028627044
Coefficient of variation (CV)	0.0003976281774
Kurtosis	-1.408842094
Mean	2019.129302
Median Absolute Deviation (MAD)	1
Skewness	-0.2382221176
Sum	662991202
Variance	0.6445885221
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
2020	129782	6.2%
2019	111263	5.4%
2018	87298	4.2%
2017	9	< 0.1%
2016	3	< 0.1%
(Missing)	1750968	84.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2016	3	< 0.1%
2017	9	< 0.1%
2018	87298	4.2%
2019	111263	5.4%
2020	129782	6.2%

Value	Count	Frequency (%)
2020	129782	6.2%
2019	111263	5.4%
2018	87298	4.2%
2017	9	< 0.1%
2016	3	< 0.1%

overdueamountmaxdateyear_994T
Real number (ℝ)

MISSING

Distinct	18
Distinct (%)	< 0.1%
Missing	851225
Missing (%)	40.9%
Infinite	0
Infinite (%)	0.0%
Mean	2015.160614

Minimum	2003
Maximum	2020
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	2003
5-th percentile	2007
Q1	2013
median	2016
Q3	2018
95-th percentile	2020
Maximum	2020
Range	17
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.882181475
Coefficient of variation (CV)	0.001926487371
Kurtosis	-0.3297601305
Mean	2015.160614
Median Absolute Deviation (MAD)	3
Skewness	-0.8475661873
Sum	2474814720
Variance	15.071333
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
2018	208073	10.0%
2019	195428	9.4%
2017	137984	6.6%
2016	98848	4.8%
2015	87561	4.2%
2014	77856	3.7%
2013	68611	3.3%
2020	62584	3.0%
2012	54833	2.6%
2011	46077	2.2%
Other values (8)	190243	9.1%
(Missing)	851225	40.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2003	2	< 0.1%
2004	286	< 0.1%
2005	6929	0.3%
2006	26126	1.3%
2007	42531	2.0%

Value	Count	Frequency (%)
2020	62584	3.0%
2019	195428	9.4%
2018	208073	10.0%
2017	137984	6.6%
2016	98848	4.8%

periodicityofpmts_1102L
Real number (ℝ)

MISSING SKEWED

Distinct	5
Distinct (%)	< 0.1%
Missing	1089256
Missing (%)	52.4%
Infinite	0
Infinite (%)	0.0%
Mean	30.09023531

Minimum	1
Maximum	360
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.9 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	4.560327927
Coefficient of variation (CV)	0.1515550769
Kurtosis	2828.788551
Mean	30.09023531
Median Absolute Deviation (MAD)	0
Skewness	48.50365629
Sum	29791349
Variance	20.7965908
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
30	988768	47.6%
1	599	< 0.1%
180	473	< 0.1%
90	145	< 0.1%
360	82	< 0.1%
(Missing)	1089256	52.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	599	< 0.1%
30	988768	47.6%
90	145	< 0.1%
180	473	< 0.1%
360	82	< 0.1%

Value	Count	Frequency (%)
360	82	< 0.1%
180	473	< 0.1%
90	145	< 0.1%
30	988768	47.6%
1	599	< 0.1%

periodicityofpmts_837L
Real number (ℝ)

MISSING SKEWED

Distinct	5
Distinct (%)	< 0.1%
Missing	1908921
Missing (%)	91.8%
Infinite	0
Infinite (%)	0.0%
Mean	30.21251511

Minimum	1
Maximum	360
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.9 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	5.823223943
Coefficient of variation (CV)	0.1927421111
Kurtosis	918.3747232
Mean	30.21251511
Median Absolute Deviation (MAD)	0
Skewness	28.31014469
Sum	5148273
Variance	33.90993709
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
30	170056	8.2%
180	216	< 0.1%
1	63	< 0.1%
90	61	< 0.1%
360	6	< 0.1%
(Missing)	1908921	91.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	63	< 0.1%
30	170056	8.2%
90	61	< 0.1%
180	216	< 0.1%
360	6	< 0.1%

Value	Count	Frequency (%)
360	6	< 0.1%
180	216	< 0.1%
90	61	< 0.1%
30	170056	8.2%
1	63	< 0.1%

prolongationcount_1120L
Real number (ℝ)

MISSING ZEROS

Distinct	54
Distinct (%)	0.1%
Missing	1977663
Missing (%)	95.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.5990261657

Minimum	0
Maximum	78
Zeros	75910
Zeros (%)	3.7%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	3
Maximum	78
Range	78
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.002615136
Coefficient of variation (CV)	3.343117965
Kurtosis	221.4088283
Mean	0.5990261657
Median Absolute Deviation (MAD)	0
Skewness	11.19818034
Sum	60897
Variance	4.010467382
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	75910	3.7%
1	14647	0.7%
2	5036	0.2%
3	2289	0.1%
4	1142	0.1%
5	808	< 0.1%
6	430	< 0.1%
7	258	< 0.1%
8	212	< 0.1%
9	158	< 0.1%
Other values (44)	770	< 0.1%
(Missing)	1977663	95.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	75910	3.7%
1	14647	0.7%
2	5036	0.2%
3	2289	0.1%
4	1142	0.1%

Value	Count	Frequency (%)
78	1	< 0.1%
68	3	< 0.1%
67	2	< 0.1%
60	2	< 0.1%
59	2	< 0.1%

prolongationcount_599L
Real number (ℝ)

MISSING

Distinct	27
Distinct (%)	0.2%
Missing	2068341
Missing (%)	99.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.9331633582

Minimum	0
Maximum	60
Zeros	3075
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	2
Maximum	60
Range	60
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.689517867
Coefficient of variation (CV)	1.810527441
Kurtosis	490.8341655
Mean	0.9331633582
Median Absolute Deviation (MAD)	0
Skewness	18.03978875
Sum	10248
Variance	2.854470622
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
1	6987	0.3%
0	3075	0.1%
2	590	< 0.1%
3	161	< 0.1%
4	53	< 0.1%
5	33	< 0.1%
9	12	< 0.1%
13	10	< 0.1%
7	10	< 0.1%
10	9	< 0.1%
Other values (17)	42	< 0.1%
(Missing)	2068341	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	3075	0.1%
1	6987	0.3%
2	590	< 0.1%
3	161	< 0.1%
4	53	< 0.1%

Value	Count	Frequency (%)
60	1	< 0.1%
58	1	< 0.1%
53	2	< 0.1%
36	1	< 0.1%
34	1	< 0.1%

purposeofcred_426M
Text

Distinct	17
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.9 MiB

Length

Max length	12
Median length	8
Mean length	8.000075024
Min length	8

Characters and Unicode

Total characters	16634740
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	60c73645
2nd row	60c73645
3rd row	a55475b1
4th row	a55475b1
5th row	a55475b1

Value	Count	Frequency (%)
a55475b1	1750967	84.2%
60c73645	240296	11.6%
96a8fdfe	80818	3.9%
164ee705	3667	0.2%
e19fdece	1323	0.1%
6ec903ee	792	< 0.1%
9e302002	740	< 0.1%
7a7d6960	217	< 0.1%
44164129	186	< 0.1%
2162d1a4	84	< 0.1%
Other values (7)	233	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
5	5496975	33.0%
4	1995605	12.0%
7	1995395	12.0%
a	1832166	11.0%
1	1756740	10.6%
b	1751122	10.5%
6	566692	3.4%
0	247349	1.5%
c	242472	1.5%
3	241898	1.5%
Other values (8)	508326	3.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	12467984	75.0%
Lowercase Letter	4166639	25.0%
Connector Punctuation	78	< 0.1%
Uppercase Letter	39	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	5496975	44.1%
4	1995605	16.0%
7	1995395	16.0%
1	1756740	14.1%
6	566692	4.5%
0	247349	2.0%
3	241898	1.9%
9	84143	0.7%
8	81066	0.7%
2	2121	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
a	1832166	44.0%
b	1751122	42.0%
c	242472	5.8%
f	163097	3.9%
e	95274	2.3%
d	82508	2.0%

Connector Punctuation

Value	Count	Frequency (%)
_	78	100.0%

Uppercase Letter

Value	Count	Frequency (%)
P	39	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	12468062	75.0%
Latin	4166678	25.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	5496975	44.1%
4	1995605	16.0%
7	1995395	16.0%
1	1756740	14.1%
6	566692	4.5%
0	247349	2.0%
3	241898	1.9%
9	84143	0.7%
8	81066	0.7%
2	2121	< 0.1%

Latin

Value	Count	Frequency (%)
a	1832166	44.0%
b	1751122	42.0%
c	242472	5.8%
f	163097	3.9%
e	95274	2.3%
d	82508	2.0%
P	39	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	16634740	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	5496975	33.0%
4	1995605	12.0%
7	1995395	12.0%
a	1832166	11.0%
1	1756740	10.6%
b	1751122	10.5%
6	566692	3.4%
0	247349	1.5%
c	242472	1.5%
3	241898	1.5%
Other values (8)	508326	3.1%

purposeofcred_874M
Text

Distinct	24
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.9 MiB

Length

Max length	12
Median length	8
Mean length	8.001404303
Min length	8

Characters and Unicode

Total characters	16637504
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	812744	39.1%
60c73645	594077	28.6%
96a8fdfe	353933	17.0%
5065c2b8	269170	12.9%
e19fdece	24043	1.2%
d9ae1a0e	12405	0.6%
27b6de28	3326	0.2%
5d1b0cdd	2214	0.1%
164ee705	1393	0.1%
89ccf2a3	1332	0.1%
Other values (14)	4686	0.2%

Most occurring characters

Value	Count	Frequency (%)
5	3574296	21.5%
6	1819383	10.9%
7	1415935	8.5%
4	1411634	8.5%
a	1193703	7.2%
b	1088498	6.5%
c	892279	5.4%
0	879963	5.3%
1	862066	5.2%
f	734064	4.4%
Other values (8)	2765683	16.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	11863658	71.3%
Lowercase Letter	4771656	28.7%
Connector Punctuation	1460	< 0.1%
Uppercase Letter	730	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	3574296	30.1%
6	1819383	15.3%
7	1415935	11.9%
4	1411634	11.9%
0	879963	7.4%
1	862066	7.3%
8	631343	5.3%
3	595710	5.0%
9	393283	3.3%
2	280045	2.4%

Lowercase Letter

Value	Count	Frequency (%)
a	1193703	25.0%
b	1088498	22.8%
c	892279	18.7%
f	734064	15.4%
e	460040	9.6%
d	403072	8.4%

Connector Punctuation

Value	Count	Frequency (%)
_	1460	100.0%

Uppercase Letter

Value	Count	Frequency (%)
P	730	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	11865118	71.3%
Latin	4772386	28.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	3574296	30.1%
6	1819383	15.3%
7	1415935	11.9%
4	1411634	11.9%
0	879963	7.4%
1	862066	7.3%
8	631343	5.3%
3	595710	5.0%
9	393283	3.3%
2	280045	2.4%

Latin

Value	Count	Frequency (%)
a	1193703	25.0%
b	1088498	22.8%
c	892279	18.7%
f	734064	15.4%
e	460040	9.6%
d	403072	8.4%
P	730	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	16637504	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	3574296	21.5%
6	1819383	10.9%
7	1415935	8.5%
4	1411634	8.5%
a	1193703	7.2%
b	1088498	6.5%
c	892279	5.4%
0	879963	5.3%
1	862066	5.2%
f	734064	4.4%
Other values (8)	2765683	16.6%

refreshdate_3813885D
Text

MISSING

Distinct	131
Distinct (%)	< 0.1%
Missing	666459
Missing (%)	32.1%
Memory size	15.9 MiB

Length

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

Characters and Unicode

Total characters	14128640
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2020-06-25
2nd row	2020-06-25
3rd row	2020-06-25
4th row	2019-01-03
5th row	2020-06-17

Value	Count	Frequency (%)
2019-01-03	176608	12.5%
2019-11-03	176608	12.5%
2020-04-16	176608	12.5%
2020-05-06	118931	8.4%
2020-08-17	60131	4.3%
2020-07-30	33753	2.4%
2020-09-11	30222	2.1%
2020-06-26	28506	2.0%
2020-09-07	23953	1.7%
2020-09-24	21870	1.5%
Other values (121)	565674	40.0%

Most occurring characters

Value	Count	Frequency (%)
0	4481688	31.7%
-	2825728	20.0%
2	2722306	19.3%
1	1569031	11.1%
9	671406	4.8%
3	470932	3.3%
6	452489	3.2%
7	294826	2.1%
4	245500	1.7%
8	219563	1.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	11302912	80.0%
Dash Punctuation	2825728	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4481688	39.7%
2	2722306	24.1%
1	1569031	13.9%
9	671406	5.9%
3	470932	4.2%
6	452489	4.0%
7	294826	2.6%
4	245500	2.2%
8	219563	1.9%
5	175171	1.5%

Dash Punctuation

Value	Count	Frequency (%)
-	2825728	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	14128640	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4481688	31.7%
-	2825728	20.0%
2	2722306	19.3%
1	1569031	11.1%
9	671406	4.8%
3	470932	3.3%
6	452489	3.2%
7	294826	2.1%
4	245500	1.7%
8	219563	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	14128640	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4481688	31.7%
-	2825728	20.0%
2	2722306	19.3%
1	1569031	11.1%
9	671406	4.8%
3	470932	3.3%
6	452489	3.2%
7	294826	2.1%
4	245500	1.7%
8	219563	1.6%

residualamount_488A
Real number (ℝ)

CONSTANT MISSING ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	1928438
Missing (%)	92.7%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	150885
Zeros (%)	7.3%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

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

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	150885	7.3%
(Missing)	1928438	92.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	150885	7.3%

Value	Count	Frequency (%)
0	150885	7.3%

residualamount_856A
Real number (ℝ)

MISSING ZEROS

Distinct	79474
Distinct (%)	52.1%
Missing	1926906
Missing (%)	92.7%
Infinite	0
Infinite (%)	0.0%
Mean	48078.8717

Minimum	0
Maximum	2590000
Zeros	64487
Zeros (%)	3.1%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	5863.4
Q3	47363.375
95-th percentile	215162.74
Maximum	2590000
Range	2590000
Interquartile range (IQR)	47363.375

Descriptive statistics

Standard deviation	104694.8731
Coefficient of variation (CV)	2.177565102
Kurtosis	38.77833566
Mean	48078.8717
Median Absolute Deviation (MAD)	5863.4
Skewness	4.928940699
Sum	7328037387
Variance	1.096101646 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	64487	3.1%
200000	91	< 0.1%
10000	76	< 0.1%
20000	61	< 0.1%
30000	53	< 0.1%
4000	50	< 0.1%
6000	45	< 0.1%
100000	42	< 0.1%
40000	37	< 0.1%
2000	37	< 0.1%
Other values (79464)	87438	4.2%
(Missing)	1926906	92.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	64487	3.1%
0.002	1	< 0.1%
0.008	1	< 0.1%
0.030000001	1	< 0.1%
0.034	1	< 0.1%

Value	Count	Frequency (%)
2590000	1	< 0.1%
2115215.5	1	< 0.1%
1925747	1	< 0.1%
1798054.4	1	< 0.1%
1787136	1	< 0.1%

subjectrole_182M
Text

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.9 MiB

Length

Max length	9
Median length	8
Mean length	8.000247196
Min length	8

Characters and Unicode

Total characters	16635098
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	0 ?
Unique (%)	0.0%

Sample

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

Value	Count	Frequency (%)
a55475b1	1921187	92.4%
ab3c25cf	153016	7.4%
be4fd70b	2615	0.1%
daf49a8a	1817	0.1%
p28_48_88	514	< 0.1%
15f04f45	174	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
5	5916925	35.6%
a	2079654	12.5%
b	2079433	12.5%
4	1926481	11.6%
7	1923802	11.6%
1	1921361	11.6%
c	306032	1.8%
f	157796	0.9%
2	153530	0.9%
3	153016	0.9%
Other values (7)	17068	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	12003594	72.2%
Lowercase Letter	4629962	27.8%
Connector Punctuation	1028	< 0.1%
Uppercase Letter	514	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	5916925	49.3%
4	1926481	16.0%
7	1923802	16.0%
1	1921361	16.0%
2	153530	1.3%
3	153016	1.3%
8	3873	< 0.1%
0	2789	< 0.1%
9	1817	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
a	2079654	44.9%
b	2079433	44.9%
c	306032	6.6%
f	157796	3.4%
d	4432	0.1%
e	2615	0.1%

Connector Punctuation

Value	Count	Frequency (%)
_	1028	100.0%

Uppercase Letter

Value	Count	Frequency (%)
P	514	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	12004622	72.2%
Latin	4630476	27.8%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	5916925	49.3%
4	1926481	16.0%
7	1923802	16.0%
1	1921361	16.0%
2	153530	1.3%
3	153016	1.3%
8	3873	< 0.1%
0	2789	< 0.1%
9	1817	< 0.1%
_	1028	< 0.1%

Latin

Value	Count	Frequency (%)
a	2079654	44.9%
b	2079433	44.9%
c	306032	6.6%
f	157796	3.4%
d	4432	0.1%
e	2615	0.1%
P	514	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	16635098	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	5916925	35.6%
a	2079654	12.5%
b	2079433	12.5%
4	1926481	11.6%
7	1923802	11.6%
1	1921361	11.6%
c	306032	1.8%
f	157796	0.9%
2	153530	0.9%
3	153016	0.9%
Other values (7)	17068	0.1%

subjectrole_93M
Text

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.9 MiB

Length

Max length	9
Median length	8
Mean length	8.000000481
Min length	8

Characters and Unicode

Total characters	16634585
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	a55475b1
2nd row	a55475b1
3rd row	a55475b1
4th row	a55475b1
5th row	a55475b1

Value	Count	Frequency (%)
a55475b1	1905185	91.6%
ab3c25cf	166861	8.0%
be4fd70b	3920	0.2%
daf49a8a	2497	0.1%
15f04f45	836	< 0.1%
71ddaa88	20	< 0.1%
0c42a10e	3	< 0.1%
p28_48_88	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
5	5884088	35.4%
b	2079886	12.5%
a	2079580	12.5%
4	1913278	11.5%
7	1909125	11.5%
1	1906044	11.5%
c	333725	2.0%
f	174950	1.1%
2	166865	1.0%
3	166861	1.0%
Other values (7)	20183	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	11956061	71.9%
Lowercase Letter	4678521	28.1%
Connector Punctuation	2	< 0.1%
Uppercase Letter	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	5884088	49.2%
4	1913278	16.0%
7	1909125	16.0%
1	1906044	15.9%
2	166865	1.4%
3	166861	1.4%
0	4762	< 0.1%
8	2541	< 0.1%
9	2497	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
b	2079886	44.5%
a	2079580	44.4%
c	333725	7.1%
f	174950	3.7%
d	6457	0.1%
e	3923	0.1%

Connector Punctuation

Value	Count	Frequency (%)
_	2	100.0%

Uppercase Letter

Value	Count	Frequency (%)
P	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	11956063	71.9%
Latin	4678522	28.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	5884088	49.2%
4	1913278	16.0%
7	1909125	16.0%
1	1906044	15.9%
2	166865	1.4%
3	166861	1.4%
0	4762	< 0.1%
8	2541	< 0.1%
9	2497	< 0.1%
_	2	< 0.1%

Latin

Value	Count	Frequency (%)
b	2079886	44.5%
a	2079580	44.4%
c	333725	7.1%
f	174950	3.7%
d	6457	0.1%
e	3923	0.1%
P	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	16634585	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	5884088	35.4%
b	2079886	12.5%
a	2079580	12.5%
4	1913278	11.5%
7	1909125	11.5%
1	1906044	11.5%
c	333725	2.0%
f	174950	1.1%
2	166865	1.0%
3	166861	1.0%
Other values (7)	20183	0.1%

totalamount_6A
Real number (ℝ)

MISSING SKEWED

Distinct	193528
Distinct (%)	17.4%
Missing	964449
Missing (%)	46.4%
Infinite	0
Infinite (%)	0.0%
Mean	71393.57092

Minimum	0
Maximum	249922850
Zeros	1714
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	4000
Q1	12735.601
median	28247.7
Q3	60000
95-th percentile	220000
Maximum	249922850
Range	249922850
Interquartile range (IQR)	47264.399

Descriptive statistics

Standard deviation	545743.3044
Coefficient of variation (CV)	7.64415195
Kurtosis	79364.37564
Mean	71393.57092
Median Absolute Deviation (MAD)	18249.4
Skewness	228.0579047
Sum	7.959483598 × 10¹⁰
Variance	2.978357543 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20000	23208	1.1%
30000	23134	1.1%
40000	21326	1.0%
60000	18434	0.9%
100000	15515	0.7%
4000	15005	0.7%
10000	14531	0.7%
6000	12987	0.6%
2000	12899	0.6%
3000	11762	0.6%
Other values (193518)	946073	45.5%
(Missing)	964449	46.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1714	0.1%
0.002	2	< 0.1%
0.2	1	< 0.1%
7.6	1	< 0.1%
8.226001	1	< 0.1%

Value	Count	Frequency (%)
249922850	1	< 0.1%
215200000	1	< 0.1%
159142640	1	< 0.1%
140000000	1	< 0.1%
120000000	1	< 0.1%

totalamount_996A
Real number (ℝ)

MISSING SKEWED

Distinct	62184
Distinct (%)	35.7%
Missing	1905314
Missing (%)	91.6%
Infinite	0
Infinite (%)	0.0%
Mean	215174.5893

Minimum	54.488003
Maximum	378982270
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	54.488003
5-th percentile	12396.4
Q1	32097
median	70000
Q3	168000
95-th percentile	823901.92
Maximum	378982270
Range	378982215.5
Interquartile range (IQR)	135903

Descriptive statistics

Standard deviation	1257578.119
Coefficient of variation (CV)	5.844454605
Kurtosis	49566.43334
Mean	215174.5893
Median Absolute Deviation (MAD)	47544
Skewness	182.363711
Sum	3.74423151 × 10¹⁰
Variance	1.581502726 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100000	4577	0.2%
200000	2845	0.1%
60000	2416	0.1%
40000	2209	0.1%
20000	1597	0.1%
30000	1580	0.1%
150000	1419	0.1%
80000	1276	0.1%
120000	1170	0.1%
400000	1117	0.1%
Other values (62174)	153803	7.4%
(Missing)	1905314	91.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
54.488003	1	< 0.1%
800	1	< 0.1%
895	1	< 0.1%
1000	27	< 0.1%
1103	1	< 0.1%

Value	Count	Frequency (%)
378982270	1	< 0.1%
139386000	1	< 0.1%
134010000	1	< 0.1%
118657100	1	< 0.1%
72792664	1	< 0.1%

totaldebtoverduevalue_178A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	2395
Distinct (%)	1.5%
Missing	1921187
Missing (%)	92.4%
Infinite	0
Infinite (%)	0.0%
Mean	4654.307979

Minimum	0
Maximum	522296740
Zeros	155204
Zeros (%)	7.5%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	522296740
Range	522296740
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1326120.189
Coefficient of variation (CV)	284.9231711
Kurtosis	152201.4075
Mean	4654.307979
Median Absolute Deviation (MAD)	0
Skewness	387.1727565
Sum	736013646.5
Variance	1.758594755 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	155204	7.5%
0.2	46	< 0.1%
99.8	44	< 0.1%
10	23	< 0.1%
4	16	< 0.1%
0.8	10	< 0.1%
14	10	< 0.1%
20	9	< 0.1%
1	9	< 0.1%
0.4	9	< 0.1%
Other values (2385)	2756	0.1%
(Missing)	1921187	92.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	155204	7.5%
0.008	1	< 0.1%
0.014	1	< 0.1%
0.016	1	< 0.1%
0.018000001	3	< 0.1%

Value	Count	Frequency (%)
522296740	1	< 0.1%
66728776	1	< 0.1%
18110382	1	< 0.1%
9986989	2	< 0.1%
9926879	1	< 0.1%

totaldebtoverduevalue_718A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	172
Distinct (%)	0.1%
Missing	1905185
Missing (%)	91.6%
Infinite	0
Infinite (%)	0.0%
Mean	91.08322591

Minimum	0
Maximum	427110
Zeros	173922
Zeros (%)	8.4%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	427110
Range	427110
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4522.47276
Coefficient of variation (CV)	49.65209252
Kurtosis	4882.880522
Mean	91.08322591
Median Absolute Deviation (MAD)	0
Skewness	65.38393557
Sum	15861050.79
Variance	20452759.86
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	173922	8.4%
0.2	10	< 0.1%
0.8	7	< 0.1%
0.6	5	< 0.1%
1.4	4	< 0.1%
1	4	< 0.1%
17.2	3	< 0.1%
4	3	< 0.1%
1.2	3	< 0.1%
8	3	< 0.1%
Other values (162)	174	< 0.1%
(Missing)	1905185	91.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	173922	8.4%
0.2	10	< 0.1%
0.4	3	< 0.1%
0.6	5	< 0.1%
0.8	7	< 0.1%

Value	Count	Frequency (%)
427110	1	< 0.1%
412360	1	< 0.1%
407650	1	< 0.1%
397750	1	< 0.1%
397050	1	< 0.1%

totaloutstanddebtvalue_39A
Real number (ℝ)

MISSING SKEWED

Distinct	139099
Distinct (%)	88.0%
Missing	1921187
Missing (%)	92.4%
Infinite	0
Infinite (%)	0.0%
Mean	224319.6384

Minimum	0
Maximum	318299360
Zeros	16029
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	19829.79
median	77338.467
Q3	203469.32
95-th percentile	871481.65
Maximum	318299360
Range	318299360
Interquartile range (IQR)	183639.53

Descriptive statistics

Standard deviation	1390060.732
Coefficient of variation (CV)	6.196785719
Kurtosis	29425.61864
Mean	224319.6384
Median Absolute Deviation (MAD)	68818.467
Skewness	152.4046712
Sum	3.547301034 × 10¹⁰
Variance	1.932268838 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	16029	0.8%
200000	45	< 0.1%
100000	34	< 0.1%
2000000	25	< 0.1%
40000	20	< 0.1%
10000	19	< 0.1%
6000	19	< 0.1%
30000	15	< 0.1%
20000	14	< 0.1%
4998	13	< 0.1%
Other values (139089)	141903	6.8%
(Missing)	1921187	92.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	16029	0.8%
0.002	1	< 0.1%
0.004	1	< 0.1%
0.076	1	< 0.1%
0.120000005	1	< 0.1%

Value	Count	Frequency (%)
318299360	1	< 0.1%
245728940	1	< 0.1%
234672670	1	< 0.1%
118736210	1	< 0.1%
106975440	1	< 0.1%

totaloutstanddebtvalue_668A
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	145
Distinct (%)	0.1%
Missing	1905185
Missing (%)	91.6%
Infinite	0
Infinite (%)	0.0%
Mean	18.14398675

Minimum	0
Maximum	445254
Zeros	173936
Zeros (%)	8.4%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	445254
Range	445254
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1934.822311
Coefficient of variation (CV)	106.63711
Kurtosis	33177.29801
Mean	18.14398675
Median Absolute Deviation (MAD)	0
Skewness	170.4689353
Sum	3159557.565
Variance	3743537.376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	173936	8.4%
0.2	12	< 0.1%
0.8	9	< 0.1%
0.6	8	< 0.1%
0.4	5	< 0.1%
1	5	< 0.1%
1.4	4	< 0.1%
8	3	< 0.1%
4	3	< 0.1%
17.2	3	< 0.1%
Other values (135)	150	< 0.1%
(Missing)	1905185	91.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	173936	8.4%
0.2	12	< 0.1%
0.4	5	< 0.1%
0.6	8	< 0.1%
0.8	9	< 0.1%

Value	Count	Frequency (%)
445254	1	< 0.1%
390000	1	< 0.1%
342232.84	1	< 0.1%
234462	1	< 0.1%
145444.17	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