gimi9 Pandas Profiling

Dataset statistics

Number of variables	48
Number of observations	10000
Missing cells	1500
Missing cells (%)	0.3%
Duplicate rows	21
Duplicate rows (%)	0.2%
Total size in memory	3.9 MiB
Average record size in memory	412.0 B

Variable types

Numeric	15
Text	11
Categorical	18
DateTime	1
Boolean	3

Dataset

Description	지방세ARS간편납부시스템으로 납부한 지방세 납부 통계(고지구분, 수납금액, 카드사, 세목명, 납기일자 등)
URL	https://www.data.go.kr/data/15062556/fileData.do

Alerts

Dataset has 21 (0.2%) duplicate rows	Duplicates
`세외수입금액` is highly imbalanced (99.3%)	Imbalance
`할부기간` is highly imbalanced (56.1%)	Imbalance
`수수료` is highly imbalanced (99.3%)	Imbalance
`결제에러` is highly imbalanced (97.2%)	Imbalance
`나이스페이결제에러` is highly imbalanced (98.5%)	Imbalance
`휴대폰수수료금액` is highly imbalanced (98.1%)	Imbalance
`선택납부여부` is highly imbalanced (97.1%)	Imbalance
`수납실패횟수` is highly imbalanced (97.5%)	Imbalance
`시군구코드` is highly imbalanced (98.0%)	Imbalance
`시군구명` is highly imbalanced (98.7%)	Imbalance
`세목명` is highly imbalanced (51.3%)	Imbalance
`농특본세` is highly imbalanced (98.4%)	Imbalance
`도시가산금` is highly imbalanced (95.9%)	Imbalance
`농특가산금` is highly imbalanced (97.8%)	Imbalance
`결의여부` is highly imbalanced (63.1%)	Imbalance
`압류여부` is highly imbalanced (63.2%)	Imbalance
`분납여부` is highly imbalanced (99.5%)	Imbalance
`징수일자` has 729 (7.3%) missing values	Missing
`도시잔액` is highly skewed (γ1 = 35.66428393)	Skewed
`공동잔액` is highly skewed (γ1 = 26.12066077)	Skewed
`농특잔액` is highly skewed (γ1 = 72.87021682)	Skewed
`도시본세` is highly skewed (γ1 = 35.93225107)	Skewed
`가산금` is highly skewed (γ1 = 51.13319289)	Skewed
`공동가산금` is highly skewed (γ1 = 36.52880897)	Skewed
`교육가산금` is highly skewed (γ1 = 29.0462991)	Skewed
`가산금합` is highly skewed (γ1 = 48.09986839)	Skewed
`도시잔액` has 9959 (99.6%) zeros	Zeros
`공동잔액` has 6560 (65.6%) zeros	Zeros
`교육잔액` has 666 (6.7%) zeros	Zeros
`농특잔액` has 9950 (99.5%) zeros	Zeros
`도시본세` has 9959 (99.6%) zeros	Zeros
`가산금` has 7281 (72.8%) zeros	Zeros
`공동가산금` has 9326 (93.3%) zeros	Zeros
`교육가산금` has 7481 (74.8%) zeros	Zeros
`가산금합` has 7281 (72.8%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 20:18:18.533554
Analysis finished	2023-12-12 20:18:20.610126
Duration	2.08 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

헤더시퀸스번호
Real number (ℝ)

Distinct	8503
Distinct (%)	85.2%
Missing	19
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	154575.54

Minimum	141843
Maximum	167832
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	141843
5-th percentile	143065
Q1	148338
median	154802
Q3	160998
95-th percentile	165911
Maximum	167832
Range	25989
Interquartile range (IQR)	12660

Descriptive statistics

Standard deviation	7417.724
Coefficient of variation (CV)	0.047987695
Kurtosis	-1.1769622
Mean	154575.54
Median Absolute Deviation (MAD)	6311
Skewness	-0.016812026
Sum	1.5428185 × 10⁹
Variance	55022629
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
144352	8	0.1%
167828	8	0.1%
143121	8	0.1%
165493	7	0.1%
159584	7	0.1%
165965	7	0.1%
164237	7	0.1%
155951	7	0.1%
165726	6	0.1%
166833	6	0.1%
Other values (8493)	9910	99.1%
(Missing)	19	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
141843	2	< 0.1%
141852	1	< 0.1%
141856	2	< 0.1%
141859	1	< 0.1%
141861	4	< 0.1%
141866	1	< 0.1%
141871	1	< 0.1%
141873	1	< 0.1%
141874	1	< 0.1%
141878	1	< 0.1%

Value	Count	Frequency (%)
167832	2	< 0.1%
167828	8	0.1%
167817	1	< 0.1%
167813	3	< 0.1%
167809	1	< 0.1%
167796	2	< 0.1%
167789	1	< 0.1%
167786	1	< 0.1%
167783	2	< 0.1%
167781	1	< 0.1%

수납금액
Real number (ℝ)

Distinct	5024
Distinct (%)	50.3%
Missing	19
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	310490.8

Minimum	2480
Maximum	16880200
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	2480
5-th percentile	11000
Q1	94460
median	171510
Q3	316470
95-th percentile	942220
Maximum	16880200
Range	16877720
Interquartile range (IQR)	222010

Descriptive statistics

Standard deviation	598360.32
Coefficient of variation (CV)	1.9271435
Kurtosis	167.00329
Mean	310490.8
Median Absolute Deviation (MAD)	92700
Skewness	9.9473001
Sum	3.0990086 × 10⁹
Variance	3.5803507 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11000	607	6.1%
11330	109	1.1%
129870	86	0.9%
72380	32	0.3%
145410	31	0.3%
55000	31	0.3%
133750	26	0.3%
220440	26	0.3%
172640	25	0.2%
66000	24	0.2%
Other values (5014)	8984	89.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2480	1	< 0.1%
2500	1	< 0.1%
2540	1	< 0.1%
2700	1	< 0.1%
2820	1	< 0.1%
3140	1	< 0.1%
3580	1	< 0.1%
3600	1	< 0.1%
3660	1	< 0.1%
3670	1	< 0.1%

Value	Count	Frequency (%)
16880200	1	< 0.1%
13253940	1	< 0.1%
13103370	1	< 0.1%
12629160	1	< 0.1%
10962580	1	< 0.1%
8619910	1	< 0.1%
8550560	4	< 0.1%
7376550	1	< 0.1%
6639000	3	< 0.1%
6514830	1	< 0.1%

지방세금액
Text

Distinct	5034
Distinct (%)	50.3%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	10
Median length	6
Mean length	5.7771
Min length	4

Characters and Unicode

Total characters	57771
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	2969 ?
Unique (%)	29.7%

Sample

1st row	11000
2nd row	1962720
3rd row	703430
4th row	193420
5th row	168830

Value	Count	Frequency (%)
11000	607	6.1%
11330	109	1.1%
129870	86	0.9%
72380	32	0.3%
145410	31	0.3%
55000	31	0.3%
133750	26	0.3%
220440	26	0.3%
172640	25	0.2%
66000	24	0.2%
Other values (5024)	9003	90.0%

Most occurring characters

Value	Count	Frequency (%)
0	14962	25.9%
1	8078	14.0%
2	5895	10.2%
3	4930	8.5%
4	4359	7.5%
5	3965	6.9%
8	3900	6.8%
9	3892	6.7%
6	3877	6.7%
7	3875	6.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	57733	99.9%
Dash Punctuation	38	0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	14962	25.9%
1	8078	14.0%
2	5895	10.2%
3	4930	8.5%
4	4359	7.6%
5	3965	6.9%
8	3900	6.8%
9	3892	6.7%
6	3877	6.7%
7	3875	6.7%

Dash Punctuation

Value	Count	Frequency (%)
-	38	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	57771	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	14962	25.9%
1	8078	14.0%
2	5895	10.2%
3	4930	8.5%
4	4359	7.5%
5	3965	6.9%
8	3900	6.8%
9	3892	6.7%
6	3877	6.7%
7	3875	6.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	57771	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	14962	25.9%
1	8078	14.0%
2	5895	10.2%
3	4930	8.5%
4	4359	7.5%
5	3965	6.9%
8	3900	6.8%
9	3892	6.7%
6	3877	6.7%
7	3875	6.7%

세외수입금액
Categorical

IMBALANCE

Distinct	11
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

0	9981
2022-11-07	4
2023-03-06	3
2023-01-05	3
2023-06-05	2
Other values (6)	7

Length

Max length	10
Median length	1
Mean length	1.0171
Min length	1

Unique

Unique	5 ?
Unique (%)	< 0.1%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	9981	99.8%
2022-11-07	4	< 0.1%
2023-03-06	3	< 0.1%
2023-01-05	3	< 0.1%
2023-06-05	2	< 0.1%
2023-02-06	2	< 0.1%
2022-07-05	1	< 0.1%
2023-04-05	1	< 0.1%
2022-10-05	1	< 0.1%
2023-07-05	1	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0	9981	99.8%
2022-11-07	4	< 0.1%
2023-03-06	3	< 0.1%
2023-01-05	3	< 0.1%
2023-06-05	2	< 0.1%
2023-02-06	2	< 0.1%
2022-07-05	1	< 0.1%
2023-04-05	1	< 0.1%
2022-10-05	1	< 0.1%
2023-07-05	1	< 0.1%

할부기간
Categorical

IMBALANCE

Distinct	29
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

0	5029
3	2551
6	679
2	617
5	498
Other values (24)	626

Length

Max length	10
Median length	1
Mean length	1.0412
Min length	1

Unique

Unique	17 ?
Unique (%)	0.2%

Sample

1st row	0
2nd row	2
3rd row	0
4th row	5
5th row	3

Common Values

Value	Count	Frequency (%)
0	5029	50.3%
3	2551	25.5%
6	679	6.8%
2	617	6.2%
5	498	5.0%
4	181	1.8%
10	161	1.6%
7	144	1.4%
12	80	0.8%
8	25	0.2%
Other values (19)	35	0.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0	5029	50.3%
3	2551	25.5%
6	679	6.8%
2	617	6.2%
5	498	5.0%
4	181	1.8%
10	161	1.6%
7	144	1.4%
12	80	0.8%
8	25	0.2%
Other values (19)	35	0.4%

유효기간
Real number (ℝ)

Distinct	97
Distinct (%)	1.0%
Missing	25
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	2537.594

Minimum	285
Maximum	7608
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	285
5-th percentile	2304
Q1	2408
median	2512
Q3	2701
95-th percentile	2709
Maximum	7608
Range	7323
Interquartile range (IQR)	293

Descriptive statistics

Standard deviation	187.08211
Coefficient of variation (CV)	0.073724209
Kurtosis	141.58981
Mean	2537.594
Median Absolute Deviation (MAD)	104
Skewness	5.2923434
Sum	25312500
Variance	34999.715
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2706	312	3.1%
2705	270	2.7%
2608	247	2.5%
2704	246	2.5%
2602	237	2.4%
2701	234	2.3%
2603	229	2.3%
2702	229	2.3%
2707	228	2.3%
2703	202	2.0%
Other values (87)	7541	75.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
285	1	< 0.1%
431	3	< 0.1%
710	2	< 0.1%
862	1	< 0.1%
1442	1	< 0.1%
2207	10	0.1%
2208	24	0.2%
2209	26	0.3%
2210	33	0.3%
2211	36	0.4%

Value	Count	Frequency (%)
7608	1	< 0.1%
6811	1	< 0.1%
5947	1	< 0.1%
5843	1	< 0.1%
5741	2	< 0.1%
5724	1	< 0.1%
5315	1	< 0.1%
4532	1	< 0.1%
3593	1	< 0.1%
3438	1	< 0.1%

발급카드사
Categorical

Distinct	9
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

국민	1803
신한	1740
삼성	1654
현대	1522
BC	1165
Other values (4)	2116

Length

Max length	2
Median length	2
Mean length	1.9981
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	현대
2nd row	삼성
3rd row	삼성
4th row	현대
5th row	신한

Common Values

Value	Count	Frequency (%)
국민	1803	18.0%
신한	1740	17.4%
삼성	1654	16.5%
현대	1522	15.2%
BC	1165	11.7%
농협	879	8.8%
롯데	787	7.9%
외환	431	4.3%
Y	19	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
국민	1803	18.0%
신한	1740	17.4%
삼성	1654	16.5%
현대	1522	15.2%
bc	1165	11.7%
농협	879	8.8%
롯데	787	7.9%
외환	431	4.3%
y	19	0.2%

수수료
Categorical

IMBALANCE

Distinct	19
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

0	9981
2022-12-09	2
2022-10-19	1
2022-06-16	1
2023-02-28	1
Other values (14)	14

Length

Max length	10
Median length	1
Mean length	1.0171
Min length	1

Unique

Unique	17 ?
Unique (%)	0.2%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	9981	99.8%
2022-12-09	2	< 0.1%
2022-10-19	1	< 0.1%
2022-06-16	1	< 0.1%
2023-02-28	1	< 0.1%
2022-10-18	1	< 0.1%
2023-05-18	1	< 0.1%
2023-01-04	1	< 0.1%
2023-02-16	1	< 0.1%
2023-03-16	1	< 0.1%
Other values (9)	9	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0	9981	99.8%
2022-12-09	2	< 0.1%
2022-09-06	1	< 0.1%
2022-10-26	1	< 0.1%
2022-12-30	1	< 0.1%
2023-05-22	1	< 0.1%
2023-01-22	1	< 0.1%
2022-07-03	1	< 0.1%
2023-06-01	1	< 0.1%
2022-10-17	1	< 0.1%
Other values (9)	9	0.1%

등록일자
Text

Distinct	342
Distinct (%)	3.4%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	10
Median length	10
Mean length	9.9829
Min length	1

Characters and Unicode

Total characters	99829
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	27 ?
Unique (%)	0.3%

Sample

1st row	2022-08-21
2nd row	2023-02-23
3rd row	2022-09-29
4th row	2022-06-30
5th row	2022-06-30

Value	Count	Frequency (%)
2022-09-30	398	4.0%
2022-08-01	395	4.0%
2022-06-30	311	3.1%
2023-01-02	228	2.3%
2022-09-29	227	2.3%
2022-09-28	158	1.6%
2022-06-29	153	1.5%
2022-09-27	151	1.5%
2022-07-29	150	1.5%
2022-09-16	132	1.3%
Other values (332)	7697	77.0%

Most occurring characters

Value	Count	Frequency (%)
2	34058	34.1%
0	21981	22.0%
-	19962	20.0%
1	6936	6.9%
3	4331	4.3%
9	3344	3.3%
7	2775	2.8%
8	2570	2.6%
6	2296	2.3%
5	910	0.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	79867	80.0%
Dash Punctuation	19962	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	34058	42.6%
0	21981	27.5%
1	6936	8.7%
3	4331	5.4%
9	3344	4.2%
7	2775	3.5%
8	2570	3.2%
6	2296	2.9%
5	910	1.1%
4	666	0.8%

Dash Punctuation

Value	Count	Frequency (%)
-	19962	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	99829	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	34058	34.1%
0	21981	22.0%
-	19962	20.0%
1	6936	6.9%
3	4331	4.3%
9	3344	3.3%
7	2775	2.8%
8	2570	2.6%
6	2296	2.3%
5	910	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	99829	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	34058	34.1%
0	21981	22.0%
-	19962	20.0%
1	6936	6.9%
3	4331	4.3%
9	3344	3.3%
7	2775	2.8%
8	2570	2.6%
6	2296	2.3%
5	910	0.9%

거래일자
Text

Distinct	342
Distinct (%)	3.4%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	10
Median length	10
Mean length	9.9905
Min length	5

Characters and Unicode

Total characters	99905
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	27 ?
Unique (%)	0.3%

Sample

1st row	2022-08-21
2nd row	2023-02-23
3rd row	2022-09-29
4th row	2022-06-30
5th row	2022-06-30

Value	Count	Frequency (%)
2022-09-30	398	4.0%
2022-08-01	395	4.0%
2022-06-30	311	3.1%
2023-01-02	228	2.3%
2022-09-29	227	2.3%
2022-09-28	158	1.6%
2022-06-29	153	1.5%
2022-09-27	151	1.5%
2022-07-29	150	1.5%
2022-09-16	132	1.3%
Other values (332)	7697	77.0%

Most occurring characters

Value	Count	Frequency (%)
2	34058	34.1%
0	21981	22.0%
-	19962	20.0%
1	6955	7.0%
3	4350	4.4%
9	3344	3.3%
7	2775	2.8%
8	2570	2.6%
6	2315	2.3%
5	910	0.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	79943	80.0%
Dash Punctuation	19962	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	34058	42.6%
0	21981	27.5%
1	6955	8.7%
3	4350	5.4%
9	3344	4.2%
7	2775	3.5%
8	2570	3.2%
6	2315	2.9%
5	910	1.1%
4	685	0.9%

Dash Punctuation

Value	Count	Frequency (%)
-	19962	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	99905	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	34058	34.1%
0	21981	22.0%
-	19962	20.0%
1	6955	7.0%
3	4350	4.4%
9	3344	3.3%
7	2775	2.8%
8	2570	2.6%
6	2315	2.3%
5	910	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	99905	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	34058	34.1%
0	21981	22.0%
-	19962	20.0%
1	6955	7.0%
3	4350	4.4%
9	3344	3.3%
7	2775	2.8%
8	2570	2.6%
6	2315	2.3%
5	910	0.9%

결제에러
Categorical

IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

카드 결제 성공	9956
No Information	25
경기도 양주시	19

Length

Max length	14
Median length	8
Mean length	8.0131
Min length	7

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	카드 결제 성공
2nd row	카드 결제 성공
3rd row	카드 결제 성공
4th row	카드 결제 성공
5th row	카드 결제 성공

Common Values

Value	Count	Frequency (%)
카드 결제 성공	9956	99.6%
No Information	25	0.2%
경기도 양주시	19	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
카드	9956	33.2%
결제	9956	33.2%
성공	9956	33.2%
no	25	0.1%
information	25	0.1%
경기도	19	0.1%
양주시	19	0.1%

나이스페이결제에러
Categorical

IMBALANCE

Distinct	11
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

카드 결제 성공	9956
<NA>	25
2022-12-07	6
2022-08-03	4
2022-06-06	3
Other values (6)	6

Length

Max length	10
Median length	8
Mean length	7.9938
Min length	4

Unique

Unique	6 ?
Unique (%)	0.1%

Sample

1st row	카드 결제 성공
2nd row	카드 결제 성공
3rd row	카드 결제 성공
4th row	카드 결제 성공
5th row	카드 결제 성공

Common Values

Value	Count	Frequency (%)
카드 결제 성공	9956	99.6%
<NA>	25	0.2%
2022-12-07	6	0.1%
2022-08-03	4	< 0.1%
2022-06-06	3	< 0.1%
2021-08-05	1	< 0.1%
2022-06-02	1	< 0.1%
2023-01-01	1	< 0.1%
2022-07-03	1	< 0.1%
2022-01-07	1	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
카드	9956	33.3%
결제	9956	33.3%
성공	9956	33.3%
na	25	0.1%
2022-12-07	6	< 0.1%
2022-08-03	4	< 0.1%
2022-06-06	3	< 0.1%
2021-08-05	1	< 0.1%
2022-06-02	1	< 0.1%
2023-01-01	1	< 0.1%
Other values (3)	3	< 0.1%

이체일자
Categorical

Distinct	23
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

2022-08-16	2129
2022-10-13	2071
2022-07-13	1258
2022-09-13	1180
2023-01-13	1162
Other values (18)	2200

Length

Max length	10
Median length	10
Mean length	9.985
Min length	4

Unique

Unique	6 ?
Unique (%)	0.1%

Sample

1st row	2022-09-13
2nd row	2023-03-13
3rd row	2022-10-13
4th row	2022-07-13
5th row	2022-07-13

Common Values

Value	Count	Frequency (%)
2022-08-16	2129	21.3%
2022-10-13	2071	20.7%
2022-07-13	1258	12.6%
2022-09-13	1180	11.8%
2023-01-13	1162	11.6%
2023-02-13	765	7.6%
2022-11-14	296	3.0%
2023-03-13	279	2.8%
2023-04-13	229	2.3%
2022-12-13	226	2.3%
Other values (13)	405	4.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2022-08-16	2129	21.3%
2022-10-13	2071	20.7%
2022-07-13	1258	12.6%
2022-09-13	1180	11.8%
2023-01-13	1162	11.6%
2023-02-13	765	7.6%
2022-11-14	296	3.0%
2023-03-13	279	2.8%
2023-04-13	229	2.3%
2022-12-13	226	2.3%
Other values (13)	405	4.0%

나이스페이이체일자
Categorical

Distinct	22
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

2022-08-16	2129
2022-10-13	2071
2022-07-13	1258
2022-09-13	1180
2023-01-13	1162
Other values (17)	2200

Length

Max length	10
Median length	10
Mean length	9.985
Min length	4

Unique

Unique	5 ?
Unique (%)	< 0.1%

Sample

1st row	2022-09-13
2nd row	2023-03-13
3rd row	2022-10-13
4th row	2022-07-13
5th row	2022-07-13

Common Values

Value	Count	Frequency (%)
2022-08-16	2129	21.3%
2022-10-13	2071	20.7%
2022-07-13	1258	12.6%
2022-09-13	1180	11.8%
2023-01-13	1162	11.6%
2023-02-13	765	7.6%
2022-11-14	296	3.0%
2023-03-13	279	2.8%
2023-04-13	229	2.3%
2022-12-13	226	2.3%
Other values (12)	405	4.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2022-08-16	2129	21.3%
2022-10-13	2071	20.7%
2022-07-13	1258	12.6%
2022-09-13	1180	11.8%
2023-01-13	1162	11.6%
2023-02-13	765	7.6%
2022-11-14	296	3.0%
2023-03-13	279	2.8%
2023-04-13	229	2.3%
2022-12-13	226	2.3%
Other values (12)	405	4.0%

회계일자
Date

Distinct	251
Distinct (%)	2.5%
Missing	25
Missing (%)	0.2%
Memory size	156.2 KiB

Minimum	2021-09-30 00:00:00
Maximum	2023-06-09 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴대폰수수료금액
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

0	9956
<NA>	25
106001	10
104101	5
114001	2

Length

Max length	6
Median length	1
Mean length	1.017
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	9956	99.6%
<NA>	25	0.2%
106001	10	0.1%
104101	5	0.1%
114001	2	< 0.1%
105305	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	9956	99.6%
na	25	0.2%
106001	10	0.1%
104101	5	< 0.1%
114001	2	< 0.1%
105305	2	< 0.1%

선택납부여부
Categorical

IMBALANCE

Distinct	7
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Y	9921
N	35
<NA>	25
자동차세(자동차)	10
주민세(개인분)	5
Other values (2)	4

Length

Max length	9
Median length	1
Mean length	1.0218
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
Y	9921	99.2%
N	35	0.4%
<NA>	25	0.2%
자동차세(자동차)	10	0.1%
주민세(개인분)	5	0.1%
등록면허세(면허)	2	< 0.1%
재산세(주택)	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
y	9921	99.2%
n	35	0.4%
na	25	0.2%
자동차세(자동차	10	0.1%
주민세(개인분	5	< 0.1%
등록면허세(면허	2	< 0.1%
재산세(주택	2	< 0.1%

수정일자
Text

Distinct	355
Distinct (%)	3.6%
Missing	25
Missing (%)	0.2%
Memory size	156.2 KiB

Length

Max length	10
Median length	10
Mean length	9.9910777
Min length	4

Characters and Unicode

Total characters	99661
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	39 ?
Unique (%)	0.4%

Sample

1st row	2022-08-21
2nd row	2023-02-23
3rd row	2022-09-29
4th row	2022-06-30
5th row	2022-06-30

Value	Count	Frequency (%)
2022-09-30	398	4.0%
2022-08-01	395	4.0%
2022-06-30	311	3.1%
2023-01-02	228	2.3%
2022-09-29	227	2.3%
2022-09-28	158	1.6%
2022-06-29	153	1.5%
2022-09-27	151	1.5%
2022-07-29	150	1.5%
2022-09-16	132	1.3%
Other values (345)	7672	76.9%

Most occurring characters

Value	Count	Frequency (%)
2	33992	34.1%
0	21936	22.0%
-	19912	20.0%
1	6936	7.0%
3	4321	4.3%
9	3349	3.4%
7	2781	2.8%
8	2569	2.6%
6	2284	2.3%
5	910	0.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	79749	80.0%
Dash Punctuation	19912	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	33992	42.6%
0	21936	27.5%
1	6936	8.7%
3	4321	5.4%
9	3349	4.2%
7	2781	3.5%
8	2569	3.2%
6	2284	2.9%
5	910	1.1%
4	671	0.8%

Dash Punctuation

Value	Count	Frequency (%)
-	19912	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	99661	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	33992	34.1%
0	21936	22.0%
-	19912	20.0%
1	6936	7.0%
3	4321	4.3%
9	3349	3.4%
7	2781	2.8%
8	2569	2.6%
6	2284	2.3%
5	910	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	99661	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	33992	34.1%
0	21936	22.0%
-	19912	20.0%
1	6936	7.0%
3	4321	4.3%
9	3349	3.4%
7	2781	2.8%
8	2569	2.6%
6	2284	2.3%
5	910	0.9%

수납실패횟수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

0	9975
<NA>	25

Length

Max length	4
Median length	1
Mean length	1.0075
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	9975	99.8%
<NA>	25	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	9975	99.8%
na	25	0.2%

시군구코드
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

41630	9956
<NA>	25
0	17
9420	1
35630	1

Length

Max length	5
Median length	5
Mean length	4.9906
Min length	1

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	41630
2nd row	41630
3rd row	41630
4th row	41630
5th row	41630

Common Values

Value	Count	Frequency (%)
41630	9956	99.6%
<NA>	25	0.2%
0	17	0.2%
9420	1	< 0.1%
35630	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
41630	9956	99.6%
na	25	0.2%
0	17	0.2%
9420	1	< 0.1%
35630	1	< 0.1%

시군구명
Categorical

IMBALANCE

Distinct	14
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

경기도 양주시	9956
<NA>	25
1030	5
0	3
38960	2
Other values (9)	9

Length

Max length	7
Median length	7
Mean length	6.9869
Min length	1

Unique

Unique	9 ?
Unique (%)	0.1%

Sample

1st row	경기도 양주시
2nd row	경기도 양주시
3rd row	경기도 양주시
4th row	경기도 양주시
5th row	경기도 양주시

Common Values

Value	Count	Frequency (%)
경기도 양주시	9956	99.6%
<NA>	25	0.2%
1030	5	0.1%
0	3	< 0.1%
38960	2	< 0.1%
30750	1	< 0.1%
21010	1	< 0.1%
46220	1	< 0.1%
5720	1	< 0.1%
51630	1	< 0.1%
Other values (4)	4	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
경기도	9956	49.9%
양주시	9956	49.9%
na	25	0.1%
1030	5	< 0.1%
0	3	< 0.1%
38960	2	< 0.1%
30750	1	< 0.1%
21010	1	< 0.1%
46220	1	< 0.1%
5720	1	< 0.1%
Other values (5)	5	< 0.1%

부과일자
Text

Distinct	233
Distinct (%)	2.3%
Missing	25
Missing (%)	0.2%
Memory size	156.2 KiB

Length

Max length	10
Median length	10
Mean length	9.9828571
Min length	1

Characters and Unicode

Total characters	99579
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	111 ?
Unique (%)	1.1%

Sample

1st row	2022-08-03
2nd row	2022-05-07
3rd row	2022-09-03
4th row	2022-06-06
5th row	2022-06-06

Value	Count	Frequency (%)
2022-07-03	2112	21.2%
2022-06-06	1878	18.8%
2022-12-07	1551	15.5%
2022-09-02	1444	14.5%
2022-08-03	1187	11.9%
2022-09-03	550	5.5%
2023-01-08	339	3.4%
2023-01-06	117	1.2%
2021-12-06	56	0.6%
2021-08-05	24	0.2%
Other values (223)	717	7.2%

Most occurring characters

Value	Count	Frequency (%)
2	32261	32.4%
0	27983	28.1%
-	19912	20.0%
3	4687	4.7%
6	4110	4.1%
7	3835	3.9%
1	2706	2.7%
9	2126	2.1%
8	1659	1.7%
5	201	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	79667	80.0%
Dash Punctuation	19912	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	32261	40.5%
0	27983	35.1%
3	4687	5.9%
6	4110	5.2%
7	3835	4.8%
1	2706	3.4%
9	2126	2.7%
8	1659	2.1%
5	201	0.3%
4	99	0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	19912	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	99579	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	32261	32.4%
0	27983	28.1%
-	19912	20.0%
3	4687	4.7%
6	4110	4.1%
7	3835	3.9%
1	2706	2.7%
9	2126	2.1%
8	1659	1.7%
5	201	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	99579	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	32261	32.4%
0	27983	28.1%
-	19912	20.0%
3	4687	4.7%
6	4110	4.1%
7	3835	3.9%
1	2706	2.7%
9	2126	2.1%
8	1659	1.7%
5	201	0.2%

징수일자
Text

MISSING

Distinct	114
Distinct (%)	1.2%
Missing	729
Missing (%)	7.3%
Memory size	156.2 KiB

Length

Max length	10
Median length	10
Mean length	9.9902923
Min length	4

Characters and Unicode

Total characters	92620
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	57 ?
Unique (%)	0.6%

Sample

1st row	2022-08-03
2nd row	2022-05-08
3rd row	2022-09-03
4th row	2022-06-06
5th row	2022-06-06

Value	Count	Frequency (%)
2022-07-04	2112	22.8%
2022-09-03	1993	21.5%
2022-06-06	1878	20.3%
2022-12-08	1554	16.8%
2022-08-03	1119	12.1%
2023-01-06	118	1.3%
2021-12-06	56	0.6%
2021-08-05	24	0.3%
2022-09-12	23	0.2%
2022-11-08	22	0.2%
Other values (104)	372	4.0%

Most occurring characters

Value	Count	Frequency (%)
2	29060	31.4%
0	26080	28.2%
-	18504	20.0%
6	4054	4.4%
3	3353	3.6%
8	2820	3.0%
7	2204	2.4%
4	2198	2.4%
1	2187	2.4%
9	2088	2.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	74116	80.0%
Dash Punctuation	18504	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	29060	39.2%
0	26080	35.2%
6	4054	5.5%
3	3353	4.5%
8	2820	3.8%
7	2204	3.0%
4	2198	3.0%
1	2187	3.0%
9	2088	2.8%
5	72	0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	18504	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	92620	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	29060	31.4%
0	26080	28.2%
-	18504	20.0%
6	4054	4.4%
3	3353	3.6%
8	2820	3.0%
7	2204	2.4%
4	2198	2.4%
1	2187	2.4%
9	2088	2.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	92620	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	29060	31.4%
0	26080	28.2%
-	18504	20.0%
6	4054	4.4%
3	3353	3.6%
8	2820	3.0%
7	2204	2.4%
4	2198	2.4%
1	2187	2.4%
9	2088	2.3%

최초납기
Text

Distinct	121
Distinct (%)	1.2%
Missing	25
Missing (%)	0.2%
Memory size	156.2 KiB

Length

Max length	10
Median length	10
Mean length	9.9828571
Min length	1

Characters and Unicode

Total characters	99579
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	69 ?
Unique (%)	0.7%

Sample

1st row	2022-08-31
2nd row	2022-05-31
3rd row	2022-09-30
4th row	2022-06-30
5th row	2022-06-30

Value	Count	Frequency (%)
2022-07-31	2133	21.4%
2022-09-30	2040	20.5%
2022-06-30	1927	19.3%
2022-12-31	1583	15.9%
2022-08-31	1246	12.5%
2023-01-31	546	5.5%
2021-12-31	57	0.6%
2023-03-31	37	0.4%
2023-05-31	31	0.3%
2022-10-31	31	0.3%
Other values (111)	344	3.4%

Most occurring characters

Value	Count	Frequency (%)
2	30680	30.8%
0	22383	22.5%
-	19912	20.0%
3	10630	10.7%
1	8310	8.3%
7	2175	2.2%
9	2076	2.1%
6	1982	2.0%
8	1317	1.3%
5	64	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	79667	80.0%
Dash Punctuation	19912	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	30680	38.5%
0	22383	28.1%
3	10630	13.3%
1	8310	10.4%
7	2175	2.7%
9	2076	2.6%
6	1982	2.5%
8	1317	1.7%
5	64	0.1%
4	50	0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	19912	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	99579	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	30680	30.8%
0	22383	22.5%
-	19912	20.0%
3	10630	10.7%
1	8310	8.3%
7	2175	2.2%
9	2076	2.1%
6	1982	2.0%
8	1317	1.3%
5	64	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	99579	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	30680	30.8%
0	22383	22.5%
-	19912	20.0%
3	10630	10.7%
1	8310	8.3%
7	2175	2.2%
9	2076	2.1%
6	1982	2.0%
8	1317	1.3%
5	64	0.1%

가산납기
Text

Distinct	123
Distinct (%)	1.2%
Missing	25
Missing (%)	0.2%
Memory size	156.2 KiB

Length

Max length	10
Median length	10
Mean length	9.9835589
Min length	1

Characters and Unicode

Total characters	99586
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	74 ?
Unique (%)	0.7%

Sample

1st row	2022-08-31
2nd row	2023-02-28
3rd row	2022-09-30
4th row	2022-06-30
5th row	2022-06-30

Value	Count	Frequency (%)
2022-07-31	2481	24.9%
2022-09-30	2084	20.9%
2022-08-31	1230	12.3%
2022-06-30	1188	11.9%
2022-12-31	1084	10.9%
2023-01-31	1001	10.0%
2022-10-31	349	3.5%
2023-02-28	78	0.8%
2022-01-31	55	0.6%
2023-03-31	49	0.5%
Other values (113)	376	3.8%

Most occurring characters

Value	Count	Frequency (%)
2	29808	29.9%
0	22242	22.3%
-	19912	20.0%
3	11110	11.2%
1	9145	9.2%
7	2529	2.5%
9	2139	2.1%
8	1363	1.4%
6	1218	1.2%
5	72	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	79674	80.0%
Dash Punctuation	19912	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	29808	37.4%
0	22242	27.9%
3	11110	13.9%
1	9145	11.5%
7	2529	3.2%
9	2139	2.7%
8	1363	1.7%
6	1218	1.5%
5	72	0.1%
4	48	0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	19912	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	99586	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	29808	29.9%
0	22242	22.3%
-	19912	20.0%
3	11110	11.2%
1	9145	9.2%
7	2529	2.5%
9	2139	2.1%
8	1363	1.4%
6	1218	1.2%
5	72	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	99586	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	29808	29.9%
0	22242	22.3%
-	19912	20.0%
3	11110	11.2%
1	9145	9.2%
7	2529	2.5%
9	2139	2.1%
8	1363	1.4%
6	1218	1.2%
5	72	0.1%

세목코드
Real number (ℝ)

Distinct	33
Distinct (%)	0.3%
Missing	25
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	106089.48

Minimum	0
Maximum	140004
Zeros	3
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	104101
Q1	105305
median	105305
Q3	106001
95-th percentile	106001
Maximum	140004
Range	140004
Interquartile range (IQR)	696

Descriptive statistics

Standard deviation	6395.3939
Coefficient of variation (CV)	0.060283018
Kurtosis	97.091408
Mean	106089.48
Median Absolute Deviation (MAD)	696
Skewness	-2.3935671
Sum	1.0582425 × 10⁹
Variance	40901063
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
106001	4120	41.2%
105305	3340	33.4%
104101	1143	11.4%
105304	557	5.6%
105301	242	2.4%
140001	144	1.4%
114001	136	1.4%
104102	94	0.9%
101502	64	0.6%
140004	43	0.4%
Other values (23)	92	0.9%
(Missing)	25	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	< 0.1%
1000	5	0.1%
5560	1	< 0.1%
11500	1	< 0.1%
20370	1	< 0.1%
29860	1	< 0.1%
35020	1	< 0.1%
35960	1	< 0.1%
37710	1	< 0.1%
38960	2	< 0.1%

Value	Count	Frequency (%)
140004	43	0.4%
140003	2	< 0.1%
140002	14	0.1%
140001	144	1.4%
135001	6	0.1%
114001	136	1.4%
106003	6	0.1%
106002	15	0.1%
106001	4120	41.2%
105305	3340	33.4%

세목명
Categorical

IMBALANCE

Distinct	23
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

자동차세(자동차)	4120
재산세(주택)	3340
주민세(개인분)	1143
재산세(토지)	557
재산세(건축물)	242
Other values (18)	598

Length

Max length	11
Median length	10
Mean length	8.0821
Min length	1

Unique

Unique	4 ?
Unique (%)	< 0.1%

Sample

1st row	주민세(개인분)
2nd row	지방소득세(종합소득)
3rd row	재산세(토지)
4th row	자동차세(자동차)
5th row	자동차세(자동차)

Common Values

Value	Count	Frequency (%)
자동차세(자동차)	4120	41.2%
재산세(주택)	3340	33.4%
주민세(개인분)	1143	11.4%
재산세(토지)	557	5.6%
재산세(건축물)	242	2.4%
지방소득세(종합소득)	144	1.4%
등록면허세(면허)	136	1.4%
주민세(사업소분)	94	0.9%
취득세(차량)	64	0.6%
지방소득세(특별징수)	43	0.4%
Other values (13)	117	1.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
자동차세(자동차	4120	41.2%
재산세(주택	3340	33.4%
주민세(개인분	1143	11.4%
재산세(토지	557	5.6%
재산세(건축물	242	2.4%
지방소득세(종합소득	144	1.4%
등록면허세(면허	136	1.4%
주민세(사업소분	94	0.9%
취득세(차량	64	0.6%
지방소득세(특별징수	43	0.4%
Other values (13)	117	1.2%

본세잔액
Real number (ℝ)

Distinct	3960
Distinct (%)	39.7%
Missing	25
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	161263.87

Minimum	0
Maximum	14754610
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	10000
Q1	55640
median	95870
Q3	159520
95-th percentile	356526
Maximum	14754610
Range	14754610
Interquartile range (IQR)	103880

Descriptive statistics

Standard deviation	441761.05
Coefficient of variation (CV)	2.7393677
Kurtosis	344.85184
Mean	161263.87
Median Absolute Deviation (MAD)	46570
Skewness	15.279956
Sum	1.6086071 × 10⁹
Variance	1.9515282 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10000	713	7.1%
10300	420	4.2%
99900	113	1.1%
102890	79	0.8%
50000	76	0.8%
27070	49	0.5%
55680	46	0.5%
111860	44	0.4%
15000	36	0.4%
149620	35	0.4%
Other values (3950)	8364	83.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	< 0.1%
10	1	< 0.1%
230	1	< 0.1%
900	1	< 0.1%
1480	1	< 0.1%
1780	1	< 0.1%
2000	1	< 0.1%
2020	1	< 0.1%
2060	2	< 0.1%
2070	2	< 0.1%

Value	Count	Frequency (%)
14754610	1	< 0.1%
12052780	1	< 0.1%
11744010	1	< 0.1%
10919480	1	< 0.1%
10245650	1	< 0.1%
9135490	1	< 0.1%
8493910	1	< 0.1%
8110540	1	< 0.1%
6387630	1	< 0.1%
5538010	1	< 0.1%

도시잔액
Real number (ℝ)

SKEWED ZEROS

Distinct	12
Distinct (%)	0.1%
Missing	25
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	3.3794486

Minimum	0
Maximum	5010
Zeros	9959
Zeros (%)	99.6%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	5010
Range	5010
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	108.9695
Coefficient of variation (CV)	32.244756
Kurtosis	1329.4795
Mean	3.3794486
Median Absolute Deviation (MAD)	0
Skewness	35.664284
Sum	33710
Variance	11874.351
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	9959	99.6%
300	5	0.1%
270	2	< 0.1%
2980	1	< 0.1%
2130	1	< 0.1%
4480	1	< 0.1%
2500	1	< 0.1%
5010	1	< 0.1%
3770	1	< 0.1%
3500	1	< 0.1%
Other values (2)	2	< 0.1%
(Missing)	25	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9959	99.6%
270	2	< 0.1%
300	5	0.1%
2130	1	< 0.1%
2500	1	< 0.1%
2980	1	< 0.1%
3500	1	< 0.1%
3590	1	< 0.1%
3710	1	< 0.1%
3770	1	< 0.1%

Value	Count	Frequency (%)
5010	1	< 0.1%
4480	1	< 0.1%
3770	1	< 0.1%
3710	1	< 0.1%
3590	1	< 0.1%
3500	1	< 0.1%
2980	1	< 0.1%
2500	1	< 0.1%
2130	1	< 0.1%
300	5	0.1%

공동잔액
Real number (ℝ)

SKEWED ZEROS

Distinct	1019
Distinct (%)	10.2%
Missing	25
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	7295.3534

Minimum	0
Maximum	2012570
Zeros	6560
Zeros (%)	65.6%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	7810
95-th percentile	22290
Maximum	2012570
Range	2012570
Interquartile range (IQR)	7810

Descriptive statistics

Standard deviation	40920.114
Coefficient of variation (CV)	5.6090653
Kurtosis	1018.0593
Mean	7295.3534
Median Absolute Deviation (MAD)	0
Skewness	26.120661
Sum	72771150
Variance	1.6744557 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	6560	65.6%
11640	47	0.5%
22290	38	0.4%
8170	36	0.4%
8160	35	0.4%
23290	31	0.3%
6410	30	0.3%
6830	28	0.3%
5500	27	0.3%
10800	23	0.2%
Other values (1009)	3120	31.2%
(Missing)	25	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6560	65.6%
340	1	< 0.1%
2010	1	< 0.1%
2060	1	< 0.1%
2120	1	< 0.1%
2200	1	< 0.1%
2410	2	< 0.1%
2470	1	< 0.1%
2510	1	< 0.1%
2540	1	< 0.1%

Value	Count	Frequency (%)
2012570	1	< 0.1%
1784540	1	< 0.1%
871370	1	< 0.1%
816350	1	< 0.1%
714760	1	< 0.1%
665950	1	< 0.1%
538050	1	< 0.1%
528950	1	< 0.1%
526870	1	< 0.1%
500220	2	< 0.1%

교육잔액
Real number (ℝ)

ZEROS

Distinct	2629
Distinct (%)	26.4%
Missing	25
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	26361.359

Minimum	0
Maximum	2183890
Zeros	666
Zeros (%)	6.7%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3770
median	11380
Q3	35910
95-th percentile	77150
Maximum	2183890
Range	2183890
Interquartile range (IQR)	32140

Descriptive statistics

Standard deviation	58040.722
Coefficient of variation (CV)	2.2017348
Kurtosis	600.48066
Mean	26361.359
Median Absolute Deviation (MAD)	10380
Skewness	19.253749
Sum	2.6295456 × 10⁸
Variance	3.3687254 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1000	731	7.3%
0	666	6.7%
1030	422	4.2%
29970	117	1.2%
5000	80	0.8%
30860	79	0.8%
16700	49	0.5%
33550	44	0.4%
7210	41	0.4%
4890	39	0.4%
Other values (2619)	7707	77.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	666	6.7%
30	1	< 0.1%
110	1	< 0.1%
260	1	< 0.1%
270	1	< 0.1%
290	1	< 0.1%
300	1	< 0.1%
400	1	< 0.1%
410	4	< 0.1%
420	1	< 0.1%

Value	Count	Frequency (%)
2183890	1	< 0.1%
2125590	1	< 0.1%
1947670	1	< 0.1%
1827090	1	< 0.1%
988920	1	< 0.1%
873450	1	< 0.1%
730150	1	< 0.1%
671080	1	< 0.1%
638000	1	< 0.1%
637740	1	< 0.1%

농특잔액
Real number (ℝ)

SKEWED ZEROS

Distinct	22
Distinct (%)	0.2%
Missing	25
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	198.9203

Minimum	0
Maximum	838850
Zeros	9950
Zeros (%)	99.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	838850
Range	838850
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	9643.8873
Coefficient of variation (CV)	48.481162
Kurtosis	5969.9739
Mean	198.9203
Median Absolute Deviation (MAD)	0
Skewness	72.870217
Sum	1984230
Variance	93004562
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
0	9950	99.5%
30	5	0.1%
890	1	< 0.1%
86380	1	< 0.1%
138510	1	< 0.1%
340	1	< 0.1%
1070	1	< 0.1%
1950	1	< 0.1%
1050	1	< 0.1%
1130	1	< 0.1%
Other values (12)	12	0.1%
(Missing)	25	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9950	99.5%
30	5	0.1%
160	1	< 0.1%
340	1	< 0.1%
640	1	< 0.1%
890	1	< 0.1%
1050	1	< 0.1%
1070	1	< 0.1%
1130	1	< 0.1%
1340	1	< 0.1%

Value	Count	Frequency (%)
838850	1	< 0.1%
369900	1	< 0.1%
178000	1	< 0.1%
138510	1	< 0.1%
98800	1	< 0.1%
92500	1	< 0.1%
86380	1	< 0.1%
74030	1	< 0.1%
66920	1	< 0.1%
30120	1	< 0.1%

본세
Real number (ℝ)

Distinct	3538
Distinct (%)	35.5%
Missing	25
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	159858.79

Minimum	0
Maximum	14754610
Zeros	22
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	10000
Q1	55140
median	95080
Q3	156780
95-th percentile	351338
Maximum	14754610
Range	14754610
Interquartile range (IQR)	101640

Descriptive statistics

Standard deviation	437084.18
Coefficient of variation (CV)	2.7341893
Kurtosis	345.98313
Mean	159858.79
Median Absolute Deviation (MAD)	45680
Skewness	15.241735
Sum	1.5945914 × 10⁹
Variance	1.9104258 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10000	1132	11.3%
99900	192	1.9%
50000	90	0.9%
27070	80	0.8%
55680	76	0.8%
111860	63	0.6%
99550	60	0.6%
15000	60	0.6%
149620	50	0.5%
99750	48	0.5%
Other values (3528)	8124	81.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	22	0.2%
10	1	< 0.1%
900	1	< 0.1%
1480	1	< 0.1%
1780	1	< 0.1%
2000	1	< 0.1%
2020	1	< 0.1%
2060	2	< 0.1%
2070	2	< 0.1%
2090	1	< 0.1%

Value	Count	Frequency (%)
14754610	1	< 0.1%
11744010	1	< 0.1%
11701730	1	< 0.1%
10919480	1	< 0.1%
10245650	1	< 0.1%
9135490	1	< 0.1%
7701730	1	< 0.1%
7533410	1	< 0.1%
6387630	1	< 0.1%
5538010	1	< 0.1%

도시본세
Real number (ℝ)

SKEWED ZEROS

Distinct	12
Distinct (%)	0.1%
Missing	25
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	4.3388471

Minimum	0
Maximum	6510
Zeros	9959
Zeros (%)	99.6%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	6510
Range	6510
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	141.68492
Coefficient of variation (CV)	32.654969
Kurtosis	1347.573
Mean	4.3388471
Median Absolute Deviation (MAD)	0
Skewness	35.932251
Sum	43280
Variance	20074.615
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	9959	99.6%
330	5	0.1%
270	2	< 0.1%
3870	1	< 0.1%
2770	1	< 0.1%
5820	1	< 0.1%
2930	1	< 0.1%
6510	1	< 0.1%
4900	1	< 0.1%
4550	1	< 0.1%
Other values (2)	2	< 0.1%
(Missing)	25	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9959	99.6%
270	2	< 0.1%
330	5	0.1%
2770	1	< 0.1%
2930	1	< 0.1%
3870	1	< 0.1%
4550	1	< 0.1%
4660	1	< 0.1%
4900	1	< 0.1%
5080	1	< 0.1%

Value	Count	Frequency (%)
6510	1	< 0.1%
5820	1	< 0.1%
5080	1	< 0.1%
4900	1	< 0.1%
4660	1	< 0.1%
4550	1	< 0.1%
3870	1	< 0.1%
2930	1	< 0.1%
2770	1	< 0.1%
330	5	0.1%

공동본세
Text

Distinct	871
Distinct (%)	8.7%
Missing	25
Missing (%)	0.2%
Memory size	156.2 KiB

Length

Max length	7
Median length	1
Mean length	2.2180451
Min length	1

Characters and Unicode

Total characters	22125
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	418 ?
Unique (%)	4.2%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	6542	65.6%
8160	54	0.5%
11640	52	0.5%
8170	41	0.4%
22290	41	0.4%
7740	39	0.4%
5500	35	0.4%
6410	35	0.4%
6830	34	0.3%
23290	31	0.3%
Other values (861)	3071	30.8%

Most occurring characters

Value	Count	Frequency (%)
0	11016	49.8%
1	2204	10.0%
8	1214	5.5%
6	1201	5.4%
2	1184	5.4%
7	1176	5.3%
4	1166	5.3%
5	1023	4.6%
9	960	4.3%
3	943	4.3%
Other values (3)	38	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	22087	99.8%
Other Letter	38	0.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	11016	49.9%
1	2204	10.0%
8	1214	5.5%
6	1201	5.4%
2	1184	5.4%
7	1176	5.3%
4	1166	5.3%
5	1023	4.6%
9	960	4.3%
3	943	4.3%

Other Letter

Value	Count	Frequency (%)
납	19	50.0%
체	16	42.1%
미	3	7.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	22087	99.8%
Hangul	38	0.2%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	11016	49.9%
1	2204	10.0%
8	1214	5.5%
6	1201	5.4%
2	1184	5.4%
7	1176	5.3%
4	1166	5.3%
5	1023	4.6%
9	960	4.3%
3	943	4.3%

Hangul

Value	Count	Frequency (%)
납	19	50.0%
체	16	42.1%
미	3	7.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	22087	99.8%
Hangul	38	0.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	11016	49.9%
1	2204	10.0%
8	1214	5.5%
6	1201	5.4%
2	1184	5.4%
7	1176	5.3%
4	1166	5.3%
5	1023	4.6%
9	960	4.3%
3	943	4.3%

Hangul

Value	Count	Frequency (%)
납	19	50.0%
체	16	42.1%
미	3	7.9%

교육본세
Text

Distinct	2385
Distinct (%)	23.9%
Missing	25
Missing (%)	0.2%
Memory size	156.2 KiB

Length

Max length	7
Median length	6
Mean length	4.3459649
Min length	1

Characters and Unicode

Total characters	43351
Distinct characters	11
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	1287 ?
Unique (%)	12.9%

Sample

1st row	1000
2nd row	0
3rd row	59410
4th row	28160
5th row	38960

Value	Count	Frequency (%)
1000	1150	11.5%
0	658	6.6%
29970	196	2.0%
5000	97	1.0%
16700	79	0.8%
29860	68	0.7%
33550	63	0.6%
44880	50	0.5%
50870	48	0.5%
39840	48	0.5%
Other values (2375)	7518	75.4%

Most occurring characters

Value	Count	Frequency (%)
0	14649	33.8%
1	4853	11.2%
3	3275	7.6%
9	3199	7.4%
5	3141	7.2%
2	3073	7.1%
4	3049	7.0%
7	2834	6.5%
6	2660	6.1%
8	2599	6.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	43332	> 99.9%
Uppercase Letter	19	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	14649	33.8%
1	4853	11.2%
3	3275	7.6%
9	3199	7.4%
5	3141	7.2%
2	3073	7.1%
4	3049	7.0%
7	2834	6.5%
6	2660	6.1%
8	2599	6.0%

Uppercase Letter

Value	Count	Frequency (%)
Y	19	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	43332	> 99.9%
Latin	19	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	14649	33.8%
1	4853	11.2%
3	3275	7.6%
9	3199	7.4%
5	3141	7.2%
2	3073	7.1%
4	3049	7.0%
7	2834	6.5%
6	2660	6.1%
8	2599	6.0%

Latin

Value	Count	Frequency (%)
Y	19	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	43351	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	14649	33.8%
1	4853	11.2%
3	3275	7.6%
9	3199	7.4%
5	3141	7.2%
2	3073	7.1%
4	3049	7.0%
7	2834	6.5%
6	2660	6.1%
8	2599	6.0%

농특본세
Categorical

IMBALANCE

Distinct	15
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

0	9945
<NA>	25
N	14
Y	5
369900	1
Other values (10)	10

Length

Max length	6
Median length	1
Mean length	1.0122
Min length	1

Unique

Unique	11 ?
Unique (%)	0.1%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	9945	99.5%
<NA>	25	0.2%
N	14	0.1%
Y	5	0.1%
369900	1	< 0.1%
74030	1	< 0.1%
178000	1	< 0.1%
89810	1	< 0.1%
66920	1	< 0.1%
30120	1	< 0.1%
Other values (5)	5	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0	9945	99.5%
na	25	0.2%
n	14	0.1%
y	5	< 0.1%
369900	1	< 0.1%
74030	1	< 0.1%
178000	1	< 0.1%
89810	1	< 0.1%
66920	1	< 0.1%
30120	1	< 0.1%
Other values (5)	5	< 0.1%

본세합
Text

Distinct	3916
Distinct (%)	39.3%
Missing	25
Missing (%)	0.2%
Memory size	156.2 KiB

Length

Max length	8
Median length	6
Mean length	5.5610025
Min length	1

Characters and Unicode

Total characters	55471
Distinct characters	11
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	2663 ?
Unique (%)	26.7%

Sample

1st row	11000
2nd row	1769010
3rd row	564420
4th row	122030
5th row	168830

Value	Count	Frequency (%)
11000	1132	11.3%
129870	192	1.9%
55000	89	0.9%
27070	80	0.8%
72380	75	0.8%
145410	63	0.6%
15000	60	0.6%
129410	60	0.6%
194500	50	0.5%
220440	48	0.5%
Other values (3906)	8126	81.5%

Most occurring characters

Value	Count	Frequency (%)
0	15791	28.5%
1	8798	15.9%
2	5405	9.7%
7	3854	6.9%
8	3794	6.8%
3	3693	6.7%
4	3653	6.6%
9	3598	6.5%
5	3454	6.2%
6	3412	6.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	55452	> 99.9%
Uppercase Letter	19	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15791	28.5%
1	8798	15.9%
2	5405	9.7%
7	3854	7.0%
8	3794	6.8%
3	3693	6.7%
4	3653	6.6%
9	3598	6.5%
5	3454	6.2%
6	3412	6.2%

Uppercase Letter

Value	Count	Frequency (%)
N	19	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	55452	> 99.9%
Latin	19	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	15791	28.5%
1	8798	15.9%
2	5405	9.7%
7	3854	7.0%
8	3794	6.8%
3	3693	6.7%
4	3653	6.6%
9	3598	6.5%
5	3454	6.2%
6	3412	6.2%

Latin

Value	Count	Frequency (%)
N	19	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	55471	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	15791	28.5%
1	8798	15.9%
2	5405	9.7%
7	3854	6.9%
8	3794	6.8%
3	3693	6.7%
4	3653	6.6%
9	3598	6.5%
5	3454	6.2%
6	3412	6.2%

가산금
Real number (ℝ)

SKEWED ZEROS

Distinct	580
Distinct (%)	5.8%
Missing	44
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	1227.9751

Minimum	0
Maximum	960500
Zeros	7281
Zeros (%)	72.8%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	300
95-th percentile	5010
Maximum	960500
Range	960500
Interquartile range (IQR)	300

Descriptive statistics

Standard deviation	13018.892
Coefficient of variation (CV)	10.601919
Kurtosis	3274.6509
Mean	1227.9751
Median Absolute Deviation (MAD)	0
Skewness	51.133193
Sum	12225720
Variance	1.6949155 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7281	72.8%
300	420	4.2%
2990	102	1.0%
3890	42	0.4%
1670	40	0.4%
2980	38	0.4%
810	32	0.3%
3290	28	0.3%
5390	27	0.3%
3590	26	0.3%
Other values (570)	1920	19.2%
(Missing)	44	0.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7281	72.8%
60	1	< 0.1%
70	3	< 0.1%
80	3	< 0.1%
90	1	< 0.1%
110	3	< 0.1%
120	1	< 0.1%
130	4	< 0.1%
140	9	0.1%
150	4	< 0.1%

Value	Count	Frequency (%)
960500	1	< 0.1%
436570	1	< 0.1%
408810	1	< 0.1%
351050	1	< 0.1%
312100	1	< 0.1%
159210	1	< 0.1%
157850	1	< 0.1%
148450	1	< 0.1%
101500	1	< 0.1%
98460	1	< 0.1%

도시가산금
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

0	9956
<NA>	44

Length

Max length	4
Median length	1
Mean length	1.0132
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	9956	99.6%
<NA>	44	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	9956	99.6%
na	44	0.4%

공동가산금
Real number (ℝ)

SKEWED ZEROS

Distinct	97
Distinct (%)	1.0%
Missing	44
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	38.889112

Minimum	0
Maximum	28610
Zeros	9326
Zeros (%)	93.3%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	200
Maximum	28610
Range	28610
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	556.4709
Coefficient of variation (CV)	14.30917
Kurtosis	1503.6265
Mean	38.889112
Median Absolute Deviation (MAD)	0
Skewness	36.528809
Sum	387180
Variance	309659.86
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9326	93.3%
240	36	0.4%
230	28	0.3%
200	28	0.3%
250	28	0.3%
220	24	0.2%
160	23	0.2%
350	22	0.2%
340	22	0.2%
190	21	0.2%
Other values (87)	398	4.0%
(Missing)	44	0.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9326	93.3%
70	2	< 0.1%
90	1	< 0.1%
100	1	< 0.1%
110	4	< 0.1%
120	2	< 0.1%
130	6	0.1%
140	9	0.1%
150	8	0.1%
160	23	0.2%

Value	Count	Frequency (%)
28610	1	< 0.1%
24890	1	< 0.1%
18190	1	< 0.1%
17960	1	< 0.1%
16580	1	< 0.1%
15710	1	< 0.1%
12440	1	< 0.1%
11420	1	< 0.1%
5980	1	< 0.1%
5360	1	< 0.1%

교육가산금
Real number (ℝ)

SKEWED ZEROS

Distinct	226
Distinct (%)	2.3%
Missing	44
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	193.82382

Minimum	0
Maximum	44430
Zeros	7481
Zeros (%)	74.8%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1340
Maximum	44430
Range	44430
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	778.59237
Coefficient of variation (CV)	4.0170107
Kurtosis	1397.194
Mean	193.82382
Median Absolute Deviation (MAD)	0
Skewness	29.046299
Sum	1929710
Variance	606206.08
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7481	74.8%
30	424	4.2%
890	136	1.4%
150	48	0.5%
500	47	0.5%
120	43	0.4%
1160	42	0.4%
140	41	0.4%
90	39	0.4%
100	38	0.4%
Other values (216)	1617	16.2%
(Missing)	44	0.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7481	74.8%
10	4	< 0.1%
20	3	< 0.1%
30	424	4.2%
40	8	0.1%
50	6	0.1%
60	3	< 0.1%
70	12	0.1%
80	25	0.2%
90	39	0.4%

Value	Count	Frequency (%)
44430	1	< 0.1%
31560	1	< 0.1%
23050	1	< 0.1%
13380	1	< 0.1%
8600	1	< 0.1%
8080	1	< 0.1%
6230	1	< 0.1%
5930	1	< 0.1%
5540	1	< 0.1%
4960	1	< 0.1%

농특가산금
Categorical

IMBALANCE

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

0	9954
<NA>	44
2690	1
50	1

Length

Max length	4
Median length	1
Mean length	1.0136
Min length	1

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	9954	99.5%
<NA>	44	0.4%
2690	1	< 0.1%
50	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	9954	99.5%
na	44	0.4%
2690	1	< 0.1%
50	1	< 0.1%

가산금합
Real number (ℝ)

SKEWED ZEROS

Distinct	617
Distinct (%)	6.2%
Missing	44
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	1460.9632

Minimum	0
Maximum	960500
Zeros	7281
Zeros (%)	72.8%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	330
95-th percentile	6420
Maximum	960500
Range	960500
Interquartile range (IQR)	330

Descriptive statistics

Standard deviation	13369.348
Coefficient of variation (CV)	9.1510503
Kurtosis	2965.7193
Mean	1460.9632
Median Absolute Deviation (MAD)	0
Skewness	48.099868
Sum	14545350
Variance	1.7873947 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7281	72.8%
330	421	4.2%
3880	99	1.0%
2170	43	0.4%
5050	42	0.4%
3870	38	0.4%
810	31	0.3%
4270	26	0.3%
450	25	0.2%
4660	25	0.2%
Other values (607)	1925	19.2%
(Missing)	44	0.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7281	72.8%
60	1	< 0.1%
70	2	< 0.1%
80	2	< 0.1%
90	2	< 0.1%
100	1	< 0.1%
110	1	< 0.1%
120	1	< 0.1%
130	4	< 0.1%
140	11	0.1%

Value	Count	Frequency (%)
960500	1	< 0.1%
436570	1	< 0.1%
408810	1	< 0.1%
356530	1	< 0.1%
351050	1	< 0.1%
189410	1	< 0.1%
171500	1	< 0.1%
159210	1	< 0.1%
114880	1	< 0.1%
103270	1	< 0.1%

고지구분
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

미납	6563
체납	2689
자납	704
<NA>	44

Length

Max length	4
Median length	2
Mean length	2.0088
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	미납
2nd row	체납
3rd row	미납
4th row	미납
5th row	미납

Common Values

Value	Count	Frequency (%)
미납	6563	65.6%
체납	2689	26.9%
자납	704	7.0%
<NA>	44	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
미납	6563	65.6%
체납	2689	26.9%
자납	704	7.0%
na	44	0.4%

결의여부
Boolean

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	44
Missing (%)	0.4%
Memory size	97.7 KiB

True	9252
False	704
(Missing)	44

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	9252	92.5%
False	704	7.0%
(Missing)	44	0.4%

압류여부
Boolean

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	44
Missing (%)	0.4%
Memory size	97.7 KiB

False	9254
True	702
(Missing)	44

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	9254	92.5%
True	702	7.0%
(Missing)	44	0.4%

분납여부
Boolean

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	44
Missing (%)	0.4%
Memory size	97.7 KiB

False	9952
True	4
(Missing)	44

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	9952	99.5%
True	4	< 0.1%
(Missing)	44	0.4%

First rows
Last rows

	헤더시퀸스번호	수납금액	지방세금액	할부기간	유효기간	발급카드사	등록일자	거래일자	결제에러	나이스페이결제에러	이체일자	나이스페이이체일자	회계일자	선택납부여부	수정일자	시군구코드	시군구명	부과일자	징수일자	최초납기	가산납기	세목코드	세목명	본세잔액	공동잔액	교육잔액	본세	공동본세	교육본세	본세합	가산금	교육가산금	가산금합	고지구분	결의여부	압류여부	분납여부
7413	152111	11000	11000	0	2405	현대	2022-08-21	2022-08-21	카드 결제 성공	카드 결제 성공	2022-09-13	2022-09-13	2022-08-22	Y	2022-08-21	41630	경기도 양주시	2022-08-03	2022-08-03	2022-08-31	2022-08-31	104101	주민세(개인분)	10000	0	1000	10000	0	1000	11000	0	0	0	미납	Y	N	N
17286	165526	1962720	1962720	2	2703	삼성	2023-02-23	2023-02-23	카드 결제 성공	카드 결제 성공	2023-03-13	2023-03-13	2023-02-23	Y	2023-02-23	41630	경기도 양주시	2022-05-07	2022-05-08	2022-05-31	2023-02-28	140001	지방소득세(종합소득)	1928220	0	0	1769010	0	0	1769010	159210	0	159210	체납	Y	Y	N
11431	157414	703430	703430	0	2502	삼성	2022-09-29	2022-09-29	카드 결제 성공	카드 결제 성공	2022-10-13	2022-10-13	2022-09-29	Y	2022-09-29	41630	경기도 양주시	2022-09-03	2022-09-03	2022-09-30	2022-09-30	105304	재산세(토지)	505010	0	59410	505010	0	59410	564420	0	0	0	미납	Y	N	N
2166	144458	193420	193420	5	2508	현대	2022-06-30	2022-06-30	카드 결제 성공	카드 결제 성공	2022-07-13	2022-07-13	2022-06-30	Y	2022-06-30	41630	경기도 양주시	2022-06-06	2022-06-06	2022-06-30	2022-06-30	106001	자동차세(자동차)	93870	0	28160	93870	0	28160	122030	0	0	0	미납	Y	N	N
1972	144248	168830	168830	3	2408	신한	2022-06-30	2022-06-30	카드 결제 성공	카드 결제 성공	2022-07-13	2022-07-13	2022-06-30	Y	2022-06-30	41630	경기도 양주시	2022-06-06	2022-06-06	2022-06-30	2022-06-30	106001	자동차세(자동차)	129870	0	38960	129870	0	38960	168830	0	0	0	미납	Y	N	N
15256	162808	69860	69860	3	2610	삼성	2023-01-02	2023-01-02	카드 결제 성공	카드 결제 성공	2023-01-13	2023-01-13	2023-01-02	Y	2023-01-02	41630	경기도 양주시	2022-12-07	2022-12-08	2022-12-31	2022-12-31	106001	자동차세(자동차)	53740	0	16120	53740	0	16120	69860	0	0	0	미납	Y	N	N
12237	158336	390160	390160	0	2505	현대	2022-09-30	2022-09-30	카드 결제 성공	카드 결제 성공	2022-10-13	2022-10-13	2022-09-30	Y	2022-09-30	41630	경기도 양주시	2022-09-02	2022-09-03	2022-09-30	2022-09-30	105305	재산세(주택)	222730	35340	21360	222730	35340	21360	279430	0	0	0	미납	Y	N	N
17724	166219	15450	15450	0	2707	외환	2023-03-24	2023-03-24	카드 결제 성공	카드 결제 성공	2023-04-13	2023-04-13	2023-03-24	Y	2023-03-24	41630	경기도 양주시	2023-01-06	2023-01-06	2023-01-31	2023-02-28	114001	등록면허세(면허)	15450	0	0	15000	0	0	15000	450	0	450	체납	Y	N	N
15065	162568	424770	424770	5	2408	롯데	2023-01-02	2023-01-02	카드 결제 성공	카드 결제 성공	2023-01-13	2023-01-13	2023-01-02	Y	2023-01-02	41630	경기도 양주시	2022-12-07	2022-12-08	2022-12-31	2022-12-31	106001	자동차세(자동차)	99550	0	29860	99550	0	29860	129410	0	0	0	미납	Y	N	N
2620	144998	149760	149760	3	2507	국민	2022-07-07	2022-07-07	카드 결제 성공	카드 결제 성공	2022-08-16	2022-08-16	2022-07-07	Y	2022-07-07	41630	경기도 양주시	2022-06-06	2022-06-06	2022-06-30	2022-07-31	106001	자동차세(자동차)	115210	0	34550	111860	0	33550	145410	3350	1000	4350	체납	Y	N	N

	헤더시퀸스번호	수납금액	지방세금액	할부기간	유효기간	발급카드사	등록일자	거래일자	결제에러	나이스페이결제에러	이체일자	나이스페이이체일자	회계일자	선택납부여부	수정일자	시군구코드	시군구명	부과일자	징수일자	최초납기	가산납기	세목코드	세목명	본세잔액	공동잔액	교육잔액	본세	공동본세	교육본세	본세합	가산금	교육가산금	가산금합	고지구분	결의여부	압류여부	분납여부
7971	153016	58340	58340	2	2412	외환	2022-08-28	2022-08-28	카드 결제 성공	카드 결제 성공	2022-09-13	2022-09-13	2022-08-29	Y	2022-08-28	41630	경기도 양주시	2022-06-06	2022-06-06	2022-06-30	2022-07-31	106001	자동차세(자동차)	44880	0	13460	43580	0	13070	56650	1300	390	1690	체납	Y	N	N
2169	144463	86860	86860	0	2610	신한	2022-06-30	2022-06-30	카드 결제 성공	카드 결제 성공	2022-07-13	2022-07-13	2022-06-30	Y	2022-06-30	41630	경기도 양주시	2022-06-06	2022-06-06	2022-06-30	2022-06-30	106001	자동차세(자동차)	66820	0	20040	66820	0	20040	86860	0	0	0	미납	Y	N	N
7349	152041	11000	11000	0	2704	롯데	2022-08-20	2022-08-20	카드 결제 성공	카드 결제 성공	2022-09-13	2022-09-13	2022-08-22	Y	2022-08-20	41630	경기도 양주시	2022-08-03	2022-08-03	2022-08-31	2022-08-31	104101	주민세(개인분)	10000	0	1000	10000	0	1000	11000	0	0	0	미납	Y	N	N
10605	156414	119570	119570	0	2404	현대	2022-09-26	2022-09-26	카드 결제 성공	카드 결제 성공	2022-10-13	2022-10-13	2022-09-26	Y	2022-09-26	41630	경기도 양주시	2022-09-02	2022-09-03	2022-09-30	2022-09-30	105305	재산세(주택)	98560	12420	8590	98560	12420	8590	119570	0	0	0	미납	Y	N	N
911	142994	76410	76410	0	2409	농협	2022-06-23	2022-06-23	카드 결제 성공	카드 결제 성공	2022-07-13	2022-07-13	2022-06-23	Y	2022-06-23	41630	경기도 양주시	2022-06-06	2022-06-06	2022-06-30	2022-06-30	106001	자동차세(자동차)	27070	0	0	27070	0	0	27070	0	0	0	미납	Y	N	N
3628	146294	122570	122570	0	2607	삼성	2022-07-19	2022-07-19	카드 결제 성공	카드 결제 성공	2022-08-16	2022-08-16	2022-07-19	Y	2022-07-19	41630	경기도 양주시	2022-07-03	2022-07-04	2022-07-31	2022-07-31	105305	재산세(주택)	104910	10850	6810	104910	10850	6810	122570	0	0	0	미납	Y	N	N
16287	164183	764840	764840	0	2802	BC	2023-01-26	2023-01-26	카드 결제 성공	카드 결제 성공	2023-02-13	2023-02-13	2023-01-26	Y	2023-01-26	41630	경기도 양주시	2023-01-08	<NA>	2023-01-31	2023-01-31	106001	자동차세(자동차)	186340	0	55900	186340	0	55900	242240	0	0	0	자납	N	N	N
16183	164013	198960	198960	6	2410	국민	2023-01-24	2023-01-24	카드 결제 성공	카드 결제 성공	2023-02-13	2023-02-13	2023-01-25	Y	2023-01-24	41630	경기도 양주시	2022-12-07	2022-12-08	2022-12-31	2023-01-31	106001	자동차세(자동차)	153050	0	45910	148600	0	44580	193180	4450	1330	5780	체납	Y	N	N
3445	146070	177310	177310	5	2305	농협	2022-07-18	2022-07-18	카드 결제 성공	카드 결제 성공	2022-08-16	2022-08-16	2022-07-18	Y	2022-07-18	41630	경기도 양주시	2022-05-19	<NA>	2022-08-31	2022-08-31	140001	지방소득세(종합소득)	69400	0	0	69400	0	0	69400	0	0	0	자납	N	N	N
1462	143669	285070	285070	3	2404	삼성	2022-06-28	2022-06-28	카드 결제 성공	카드 결제 성공	2022-07-13	2022-07-13	2022-06-28	Y	2022-06-28	41630	경기도 양주시	2022-06-06	2022-06-06	2022-06-30	2022-06-30	106001	자동차세(자동차)	109890	0	32960	109890	0	32960	142850	0	0	0	미납	Y	N	N

Most frequently occurring

	헤더시퀸스번호	수납금액	지방세금액	할부기간	유효기간	발급카드사	등록일자	거래일자	결제에러	나이스페이결제에러	이체일자	나이스페이이체일자	회계일자	휴대폰수수료금액	선택납부여부	수정일자	수납실패횟수	시군구코드	시군구명	부과일자	징수일자	최초납기	가산납기	세목코드	세목명	본세잔액	도시잔액	공동잔액	교육잔액	농특잔액	본세	도시본세	공동본세	교육본세	농특본세	본세합	가산금	도시가산금	공동가산금	교육가산금	농특가산금	가산금합	고지구분	결의여부	압류여부	분납여부	# duplicates
5	144352	901780	901780	0	2501	신한	2022-06-30	2022-06-30	카드 결제 성공	카드 결제 성공	2022-07-13	2022-07-13	2022-06-30	0	Y	2022-06-30	0	41630	경기도 양주시	2022-06-06	2022-06-06	2022-06-30	2022-06-30	106001	자동차세(자동차)	66500	0	0	0	0	66500	0	0	0	0	66500	0	0	0	0	0	0	미납	Y	N	N	5
2	143896	504080	504080	0	2608	국민	2022-06-29	2022-06-29	카드 결제 성공	카드 결제 성공	2022-07-13	2022-07-13	2022-06-29	0	Y	2022-06-29	0	41630	경기도 양주시	2022-06-06	2022-06-06	2022-06-30	2022-06-30	106001	자동차세(자동차)	27070	0	0	0	0	27070	0	0	0	0	27070	0	0	0	0	0	0	미납	Y	N	N	3
6	144385	755850	755850	0	2602	국민	2022-06-30	2022-06-30	카드 결제 성공	카드 결제 성공	2022-07-13	2022-07-13	2022-06-30	0	Y	2022-06-30	0	41630	경기도 양주시	2022-06-06	2022-06-06	2022-06-30	2022-06-30	106001	자동차세(자동차)	27070	0	0	0	0	27070	0	0	0	0	27070	0	0	0	0	0	0	미납	Y	N	N	3
13	164190	597620	597620	3	2412	국민	2023-01-26	2023-01-26	카드 결제 성공	카드 결제 성공	2023-02-13	2023-02-13	2023-01-26	0	Y	2023-01-26	0	41630	경기도 양주시	2023-01-06	2023-01-06	2023-01-31	2023-01-31	114001	등록면허세(면허)	18000	0	0	0	0	18000	0	0	0	0	18000	0	0	0	0	0	0	미납	Y	N	N	3
17	165061	119930	119930	0	<NA>	삼성	2023-02-06	2023-02-06	No Information	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	3
0	142271	194520	194520	3	2511	신한	2022-06-17	2022-06-17	카드 결제 성공	카드 결제 성공	2022-07-13	2022-07-13	2022-06-17	0	Y	2022-06-17	0	41630	경기도 양주시	2022-06-06	2022-06-06	2022-06-30	2022-06-30	106001	자동차세(자동차)	61750	0	0	0	0	61750	0	0	0	0	61750	0	0	0	0	0	0	미납	Y	N	N	2
1	142892	707700	707700	6	2504	외환	2022-06-22	2022-06-22	카드 결제 성공	카드 결제 성공	2022-07-13	2022-07-13	2022-06-22	0	Y	2022-06-22	0	41630	경기도 양주시	2022-06-06	2022-06-06	2022-06-30	2022-06-30	106001	자동차세(자동차)	217230	0	0	65160	0	217230	0	0	65160	0	282390	0	0	0	0	0	0	미납	Y	N	N	2
3	143952	290930	290930	0	2703	국민	2022-06-29	2022-06-29	카드 결제 성공	카드 결제 성공	2022-07-13	2022-07-13	2022-06-29	0	Y	2022-06-29	0	41630	경기도 양주시	2022-06-06	2022-06-06	2022-06-30	2022-06-30	106001	자동차세(자동차)	27070	0	0	0	0	27070	0	0	0	0	27070	0	0	0	0	0	0	미납	Y	N	N	2
4	144352	901780	901780	0	2501	신한	2022-06-30	2022-06-30	카드 결제 성공	카드 결제 성공	2022-07-13	2022-07-13	2022-06-30	0	Y	2022-06-30	0	41630	경기도 양주시	2022-06-06	2022-06-06	2022-06-30	2022-06-30	106001	자동차세(자동차)	47500	0	0	0	0	47500	0	0	0	0	47500	0	0	0	0	0	0	미납	Y	N	N	2
7	151337	587000	587000	5	2510	국민	2022-08-16	2022-08-16	카드 결제 성공	카드 결제 성공	2022-09-13	2022-09-13	2022-08-16	0	Y	2022-08-16	0	41630	경기도 양주시	2022-06-06	2022-06-06	2022-06-30	2022-07-31	106001	자동차세(자동차)	188840	0	0	56650	0	183340	0	0	55000	0	238340	5500	0	0	1650	0	7150	체납	Y	N	N	2

Overview

Variables

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

Common Values

Length

Common Values

Length

Common Values

Length

Common Values (Plot)

Common Values

Length

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

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values

Length

Common Values

Length

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

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

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Most occurring characters

Most occurring categories