gimi9 Pandas Profiling

Dataset statistics

Number of variables	15
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	10
Duplicate rows (%)	0.1%
Total size in memory	1.3 MiB
Average record size in memory	138.0 B

Variable types

Categorical	6
Numeric	7
Text	2

Dataset

Description	일반건축물에 대한 지방세 부과기준인 시가표준액에 대한 물건지, 시가표준 금액, 연면적, 결정일자 정보를 제공합니다.
Author	경상남도 통영시
URL	https://www.data.go.kr/data/15080069/fileData.do

Alerts

`시도명` has constant value ""	Constant
`시군구명` has constant value ""	Constant
`자치단체코드` has constant value ""	Constant
Dataset has 10 (0.1%) duplicate rows	Duplicates
`기준일자` is highly overall correlated with `과세년도`	High correlation
`과세년도` is highly overall correlated with `기준일자`	High correlation
`법정동` is highly overall correlated with `법정리`	High correlation
`법정리` is highly overall correlated with `법정동`	High correlation
`시가표준액` is highly overall correlated with `연면적`	High correlation
`연면적` is highly overall correlated with `시가표준액`	High correlation
`특수지` is highly imbalanced (91.3%)	Imbalance
`시가표준액` is highly skewed (γ1 = 23.38248225)	Skewed
`법정리` has 5101 (51.0%) zeros	Zeros
`부번` has 2586 (25.9%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 11:09:36.875261
Analysis finished	2023-12-12 11:09:51.133904
Duration	14.26 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

시도명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

경상남도	10000

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
경상남도	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
경상남도	10000	100.0%

시군구명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

통영시	10000

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
통영시	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
통영시	10000	100.0%

자치단체코드
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

48220	10000

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	48220
2nd row	48220
3rd row	48220
4th row	48220
5th row	48220

Common Values

Value	Count	Frequency (%)
48220	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
48220	10000	100.0%

과세년도
Categorical

HIGH CORRELATION

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

2019	3393
2020	3307
2018	3300

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2018
2nd row	2020
3rd row	2020
4th row	2019
5th row	2018

Common Values

Value	Count	Frequency (%)
2019	3393	33.9%
2020	3307	33.1%
2018	3300	33.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2019	3393	33.9%
2020	3307	33.1%
2018	3300	33.0%

법정동
Real number (ℝ)

HIGH CORRELATION

Distinct	24
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	212.9633

Minimum	101
Maximum	370
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	101
5-th percentile	102
Q1	110
median	117
Q3	340
95-th percentile	360
Maximum	370
Range	269
Interquartile range (IQR)	230

Descriptive statistics

Standard deviation	109.04516
Coefficient of variation (CV)	0.51203735
Kurtosis	-1.8277457
Mean	212.9633
Median Absolute Deviation (MAD)	16
Skewness	0.18665967
Sum	2129633
Variance	11890.848
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
340	1600	16.0%
250	928	9.3%
111	920	9.2%
310	801	8.0%
109	574	5.7%
330	500	5.0%
110	480	4.8%
350	474	4.7%
104	448	4.5%
117	440	4.4%
Other values (14)	2835	28.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
101	239	2.4%
102	339	3.4%
103	77	0.8%
104	448	4.5%
105	221	2.2%
106	64	0.6%
107	191	1.9%
108	307	3.1%
109	574	5.7%
110	480	4.8%

Value	Count	Frequency (%)
370	231	2.3%
360	365	3.6%
350	474	4.7%
340	1600	16.0%
330	500	5.0%
310	801	8.0%
250	928	9.3%
117	440	4.4%
116	251	2.5%
115	274	2.7%

법정리
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	12
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.7439

Minimum	0
Maximum	31
Zeros	5101
Zeros (%)	51.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	24
95-th percentile	27
Maximum	31
Range	31
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	12.077893
Coefficient of variation (CV)	1.0284397
Kurtosis	-1.9277382
Mean	11.7439
Median Absolute Deviation (MAD)	0
Skewness	0.087736735
Sum	117439
Variance	145.8755
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	5101	51.0%
24	1326	13.3%
21	820	8.2%
26	579	5.8%
23	569	5.7%
22	547	5.5%
27	441	4.4%
25	390	3.9%
28	115	1.1%
29	45	0.4%
Other values (2)	67	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5101	51.0%
21	820	8.2%
22	547	5.5%
23	569	5.7%
24	1326	13.3%
25	390	3.9%
26	579	5.8%
27	441	4.4%
28	115	1.1%
29	45	0.4%

Value	Count	Frequency (%)
31	28	0.3%
30	39	0.4%
29	45	0.4%
28	115	1.1%
27	441	4.4%
26	579	5.8%
25	390	3.9%
24	1326	13.3%
23	569	5.7%
22	547	5.5%

특수지
Categorical

IMBALANCE

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

1	9891
2	109

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	9891	98.9%
2	109	1.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	9891	98.9%
2	109	1.1%

본번
Real number (ℝ)

Distinct	1262
Distinct (%)	12.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	628.268

Minimum	1
Maximum	2050
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	35
Q1	185
median	497
Q3	994
95-th percentile	1575
Maximum	2050
Range	2049
Interquartile range (IQR)	809

Descriptive statistics

Standard deviation	498.7479
Coefficient of variation (CV)	0.79384578
Kurtosis	-0.63597431
Mean	628.268
Median Absolute Deviation (MAD)	358
Skewness	0.6579952
Sum	6282680
Variance	248749.47
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
177	229	2.3%
1158	125	1.2%
645	113	1.1%
1574	110	1.1%
1	93	0.9%
1580	78	0.8%
163	78	0.8%
1570	72	0.7%
1572	70	0.7%
409	67	0.7%
Other values (1252)	8965	89.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	93	0.9%
2	33	0.3%
3	5	0.1%
4	17	0.2%
5	30	0.3%
6	18	0.2%
7	13	0.1%
8	12	0.1%
9	9	0.1%
10	12	0.1%

Value	Count	Frequency (%)
2050	48	0.5%
2035	2	< 0.1%
1987	1	< 0.1%
1940	1	< 0.1%
1921	1	< 0.1%
1916	2	< 0.1%
1914	1	< 0.1%
1902	4	< 0.1%
1901	2	< 0.1%
1899	1	< 0.1%

부번
Real number (ℝ)

ZEROS

Distinct	156
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.3096

Minimum	0
Maximum	438
Zeros	2586
Zeros (%)	25.9%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	8.25
95-th percentile	49
Maximum	438
Range	438
Interquartile range (IQR)	8.25

Descriptive statistics

Standard deviation	54.785035
Coefficient of variation (CV)	3.5784759
Kurtosis	43.634608
Mean	15.3096
Median Absolute Deviation (MAD)	2
Skewness	6.5046779
Sum	153096
Variance	3001.4001
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2586	25.9%
1	1566	15.7%
2	1006	10.1%
3	548	5.5%
4	543	5.4%
5	424	4.2%
6	341	3.4%
7	269	2.7%
8	217	2.2%
9	151	1.5%
Other values (146)	2349	23.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2586	25.9%
1	1566	15.7%
2	1006	10.1%
3	548	5.5%
4	543	5.4%
5	424	4.2%
6	341	3.4%
7	269	2.7%
8	217	2.2%
9	151	1.5%

Value	Count	Frequency (%)
438	2	< 0.1%
435	1	< 0.1%
434	1	< 0.1%
433	2	< 0.1%
432	1	< 0.1%
430	1	< 0.1%
429	1	< 0.1%
428	1	< 0.1%
424	18	0.2%
423	16	0.2%

동
Real number (ℝ)

Distinct	61
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	232.5795

Minimum	0
Maximum	9002
Zeros	4
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	10
Maximum	9002
Range	9002
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1405.4826
Coefficient of variation (CV)	6.04302
Kurtosis	34.014733
Mean	232.5795
Median Absolute Deviation (MAD)	0
Skewness	5.9907222
Sum	2325795
Variance	1975381.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	8424	84.2%
2	689	6.9%
9001	222	2.2%
3	164	1.6%
4	50	0.5%
10	46	0.5%
6	43	0.4%
5	40	0.4%
7	36	0.4%
9	25	0.2%
Other values (51)	261	2.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4	< 0.1%
1	8424	84.2%
2	689	6.9%
3	164	1.6%
4	50	0.5%
5	40	0.4%
6	43	0.4%
7	36	0.4%
8	23	0.2%
9	25	0.2%

Value	Count	Frequency (%)
9002	9	0.1%
9001	222	2.2%
8004	3	< 0.1%
8003	4	< 0.1%
8002	4	< 0.1%
8001	2	< 0.1%
7002	13	0.1%
7001	1	< 0.1%
5001	2	< 0.1%
1005	1	< 0.1%

호
Text

Distinct	416
Distinct (%)	4.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	6
Median length	3
Mean length	2.9622
Min length	1

Characters and Unicode

Total characters	29622
Distinct characters	15
Distinct categories	4 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	211 ?
Unique (%)	2.1%

Sample

1st row	101
2nd row	8101
3rd row	102
4th row	101
5th row	201

Value	Count	Frequency (%)
101	3859	38.6%
102	1229	12.3%
201	1205	12.0%
301	448	4.5%
103	417	4.2%
8101	263	2.6%
202	213	2.1%
401	191	1.9%
104	171	1.7%
1	144	1.4%
Other values (406)	1860	18.6%

Most occurring characters

Value	Count	Frequency (%)
1	13228	44.7%
0	9194	31.0%
2	3572	12.1%
3	1350	4.6%
4	667	2.3%
8	510	1.7%
5	462	1.6%
6	266	0.9%
7	229	0.8%
9	128	0.4%
Other values (5)	16	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	29606	99.9%
Uppercase Letter	13	< 0.1%
Dash Punctuation	2	< 0.1%
Other Letter	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	13228	44.7%
0	9194	31.1%
2	3572	12.1%
3	1350	4.6%
4	667	2.3%
8	510	1.7%
5	462	1.6%
6	266	0.9%
7	229	0.8%
9	128	0.4%

Uppercase Letter

Value	Count	Frequency (%)
C	6	46.2%
A	5	38.5%
H	2	15.4%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Other Letter

Value	Count	Frequency (%)
비	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	29608	> 99.9%
Latin	13	< 0.1%
Hangul	1	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	13228	44.7%
0	9194	31.1%
2	3572	12.1%
3	1350	4.6%
4	667	2.3%
8	510	1.7%
5	462	1.6%
6	266	0.9%
7	229	0.8%
9	128	0.4%

Latin

Value	Count	Frequency (%)
C	6	46.2%
A	5	38.5%
H	2	15.4%

Hangul

Value	Count	Frequency (%)
비	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	29621	> 99.9%
Hangul	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	13228	44.7%
0	9194	31.0%
2	3572	12.1%
3	1350	4.6%
4	667	2.3%
8	510	1.7%
5	462	1.6%
6	266	0.9%
7	229	0.8%
9	128	0.4%
Other values (4)	15	0.1%

Hangul

Value	Count	Frequency (%)
비	1	100.0%

물건지
Text

Distinct	8732
Distinct (%)	87.3%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	35
Median length	32
Mean length	26.324
Min length	21

Characters and Unicode

Total characters	263240
Distinct characters	218
Distinct categories	7 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	7646 ?
Unique (%)	76.5%

Sample

1st row	경상남도 통영시 도산면 관덕리 65-3 1동 101호
2nd row	경상남도 통영시 욕지면 연화리 42-13 1동 8101호
3rd row	[ 죽림해안로 40 ] 0001동 0102호
4th row	경상남도 통영시 정량동 279-6 1동 101호
5th row	경상남도 통영시 광도면 죽림리 1580-4 1동 201호

Value	Count	Frequency (%)
	9108	14.4%
경상남도	5446	8.6%
통영시	5446	8.6%
1동	4423	7.0%
0001동	4001	6.3%
101호	2331	3.7%
0101호	1528	2.4%
광도면	824	1.3%
102호	767	1.2%
0201호	659	1.0%
Other values (4485)	28674	45.4%

Most occurring characters

Value	Count	Frequency (%)
	53207	20.2%
0	30244	11.5%
1	29879	11.4%
동	13165	5.0%
호	10475	4.0%
2	9377	3.6%
도	7462	2.8%
남	6891	2.6%
영	5743	2.2%
통	5682	2.2%
Other values (208)	91115	34.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	100276	38.1%
Decimal Number	95147	36.1%
Space Separator	53207	20.2%
Dash Punctuation	5489	2.1%
Close Punctuation	4554	1.7%
Open Punctuation	4554	1.7%
Uppercase Letter	13	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	13165	13.1%
호	10475	10.4%
도	7462	7.4%
남	6891	6.9%
영	5743	5.7%
통	5682	5.7%
시	5615	5.6%
상	5501	5.5%
경	5446	5.4%
리	3191	3.2%
Other values (191)	31105	31.0%

Decimal Number

Value	Count	Frequency (%)
0	30244	31.8%
1	29879	31.4%
2	9377	9.9%
3	5460	5.7%
4	4279	4.5%
5	4158	4.4%
6	3191	3.4%
8	2903	3.1%
7	2864	3.0%
9	2792	2.9%

Uppercase Letter

Value	Count	Frequency (%)
C	6	46.2%
A	5	38.5%
H	2	15.4%

Space Separator

Value	Count	Frequency (%)
	53207	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5489	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	4554	100.0%

Open Punctuation

Value	Count	Frequency (%)
[	4554	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	162951	61.9%
Hangul	100276	38.1%
Latin	13	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	13165	13.1%
호	10475	10.4%
도	7462	7.4%
남	6891	6.9%
영	5743	5.7%
통	5682	5.7%
시	5615	5.6%
상	5501	5.5%
경	5446	5.4%
리	3191	3.2%
Other values (191)	31105	31.0%

Common

Value	Count	Frequency (%)
	53207	32.7%
0	30244	18.6%
1	29879	18.3%
2	9377	5.8%
-	5489	3.4%
3	5460	3.4%
]	4554	2.8%
[	4554	2.8%
4	4279	2.6%
5	4158	2.6%
Other values (4)	11750	7.2%

Latin

Value	Count	Frequency (%)
C	6	46.2%
A	5	38.5%
H	2	15.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	162964	61.9%
Hangul	100276	38.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	53207	32.6%
0	30244	18.6%
1	29879	18.3%
2	9377	5.8%
-	5489	3.4%
3	5460	3.4%
]	4554	2.8%
[	4554	2.8%
4	4279	2.6%
5	4158	2.6%
Other values (7)	11763	7.2%

Hangul

Value	Count	Frequency (%)
동	13165	13.1%
호	10475	10.4%
도	7462	7.4%
남	6891	6.9%
영	5743	5.7%
통	5682	5.7%
시	5615	5.6%
상	5501	5.5%
경	5446	5.4%
리	3191	3.2%
Other values (191)	31105	31.0%

시가표준액
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	9016
Distinct (%)	90.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	58102464

Minimum	43200
Maximum	8.7365558 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	43200
5-th percentile	549726
Q1	3381675
median	20199400
Q3	59216075
95-th percentile	2.0087683 × 10⁸
Maximum	8.7365558 × 10⁹
Range	8.7365126 × 10⁹
Interquartile range (IQR)	55834400

Descriptive statistics

Standard deviation	1.861093 × 10⁸
Coefficient of variation (CV)	3.2031224
Kurtosis	857.14395
Mean	58102464
Median Absolute Deviation (MAD)	18751060
Skewness	23.382482
Sum	5.8102464 × 10¹¹
Variance	3.4636672 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
61165440	62	0.6%
60981760	18	0.2%
4392990	11	0.1%
4297230	11	0.1%
576000	10	0.1%
16747940	10	0.1%
39982230	9	0.1%
25333740	9	0.1%
882000	8	0.1%
475200	8	0.1%
Other values (9006)	9844	98.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
43200	1	< 0.1%
47000	2	< 0.1%
47520	1	< 0.1%
52800	1	< 0.1%
54400	1	< 0.1%
57000	1	< 0.1%
60130	1	< 0.1%
66000	1	< 0.1%
66700	1	< 0.1%
72000	4	< 0.1%

Value	Count	Frequency (%)
8736555820	1	< 0.1%
7305292200	1	< 0.1%
5718258200	1	< 0.1%
4722119640	1	< 0.1%
3641251510	1	< 0.1%
2363576360	1	< 0.1%
2272824150	1	< 0.1%
2238774350	1	< 0.1%
2040693560	1	< 0.1%
2038758000	1	< 0.1%

연면적
Real number (ℝ)

HIGH CORRELATION

Distinct	5658
Distinct (%)	56.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	141.39795

Minimum	0.9
Maximum	11527.32
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0.9
5-th percentile	9.75
Q1	30.7
median	69.585
Q3	139.2175
95-th percentile	442.032
Maximum	11527.32
Range	11526.42
Interquartile range (IQR)	108.5175

Descriptive statistics

Standard deviation	359.05519
Coefficient of variation (CV)	2.5393238
Kurtosis	361.3635
Mean	141.39795
Median Absolute Deviation (MAD)	45.585
Skewness	15.579175
Sum	1413979.5
Variance	128920.63
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18.0	227	2.3%
91.84	81	0.8%
27.0	44	0.4%
30.0	40	0.4%
36.0	40	0.4%
15.0	37	0.4%
12.0	30	0.3%
11.97	26	0.3%
24.0	25	0.2%
19.8	23	0.2%
Other values (5648)	9427	94.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.9	1	< 0.1%
0.98	1	< 0.1%
1.0	1	< 0.1%
1.2	1	< 0.1%
1.32	1	< 0.1%
1.44	2	< 0.1%
1.56	1	< 0.1%
1.6	1	< 0.1%
1.65	1	< 0.1%
1.8	2	< 0.1%

Value	Count	Frequency (%)
11527.32	1	< 0.1%
10587.38	1	< 0.1%
10149.83	1	< 0.1%
9567.0	1	< 0.1%
7616.322	1	< 0.1%
7503.71	1	< 0.1%
6256.3	1	< 0.1%
5791.68	1	< 0.1%
4984.42	1	< 0.1%
4962.89	1	< 0.1%

기준일자
Categorical

HIGH CORRELATION

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

2019-06-01	3393
2020-06-01	3307
2018-06-01	3300

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2018-06-01
2nd row	2020-06-01
3rd row	2020-06-01
4th row	2019-06-01
5th row	2018-06-01

Common Values

Value	Count	Frequency (%)
2019-06-01	3393	33.9%
2020-06-01	3307	33.1%
2018-06-01	3300	33.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2019-06-01	3393	33.9%
2020-06-01	3307	33.1%
2018-06-01	3300	33.0%

Heatmap
Table

	과세년도	법정동	법정리	특수지	본번	부번	동	시가표준액	연면적	기준일자
과세년도	1.000	0.049	0.037	0.000	0.021	0.000	0.000	0.000	0.000	1.000
법정동	0.049	1.000	0.896	0.078	0.657	0.159	0.109	0.046	0.080	0.049
법정리	0.037	0.896	1.000	0.139	0.595	0.154	0.117	0.028	0.083	0.037
특수지	0.000	0.078	0.139	1.000	0.168	0.000	0.000	0.181	0.108	0.000
본번	0.021	0.657	0.595	0.168	1.000	0.228	0.115	0.090	0.086	0.021
부번	0.000	0.159	0.154	0.000	0.228	1.000	0.034	0.000	0.000	0.000
동	0.000	0.109	0.117	0.000	0.115	0.034	1.000	0.000	0.150	0.000
시가표준액	0.000	0.046	0.028	0.181	0.090	0.000	0.000	1.000	0.869	0.000
연면적	0.000	0.080	0.083	0.108	0.086	0.000	0.150	0.869	1.000	0.000
기준일자	1.000	0.049	0.037	0.000	0.021	0.000	0.000	0.000	0.000	1.000

Heatmap
Table

	기준일자	특수지	과세년도
기준일자	1.000	0.000	1.000
특수지	0.000	1.000	0.000
과세년도	1.000	0.000	1.000

Heatmap
Table

	법정동	법정리	본번	부번	동	시가표준액	연면적	과세년도	특수지	기준일자
법정동	1.000	0.784	0.258	-0.164	-0.102	-0.066	0.045	0.036	0.096	0.036
법정리	0.784	1.000	0.227	-0.154	-0.102	-0.120	-0.006	0.027	0.170	0.027
본번	0.258	0.227	1.000	-0.023	0.013	0.212	0.151	0.013	0.129	0.013
부번	-0.164	-0.154	-0.023	1.000	0.013	0.062	-0.010	0.000	0.000	0.000
동	-0.102	-0.102	0.013	0.013	1.000	-0.055	-0.129	0.000	0.000	0.000
시가표준액	-0.066	-0.120	0.212	0.062	-0.055	1.000	0.804	0.000	0.136	0.000
연면적	0.045	-0.006	0.151	-0.010	-0.129	0.804	1.000	0.000	0.108	0.000
과세년도	0.036	0.027	0.013	0.000	0.000	0.000	0.000	1.000	0.000	1.000
특수지	0.096	0.170	0.129	0.000	0.000	0.136	0.108	0.000	1.000	0.000
기준일자	0.036	0.027	0.013	0.000	0.000	0.000	0.000	1.000	0.000	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	기준일자
15990	경상남도	통영시	48220	2018	330	24	1	65	3	1	101	경상남도 통영시 도산면 관덕리 65-3 1동 101호	756000	18.0	2018-06-01
60282	경상남도	통영시	48220	2020	350	23	1	42	13	1	8101	경상남도 통영시 욕지면 연화리 42-13 1동 8101호	17773050	47.88	2020-06-01
69151	경상남도	통영시	48220	2020	340	24	1	1571	2	1	102	[ 죽림해안로 40 ] 0001동 0102호	48470400	201.96	2020-06-01
36326	경상남도	통영시	48220	2019	109	0	1	279	6	1	101	경상남도 통영시 정량동 279-6 1동 101호	6208940	73.96	2019-06-01
24271	경상남도	통영시	48220	2018	340	24	1	1580	4	1	201	경상남도 통영시 광도면 죽림리 1580-4 1동 201호	204796110	325.59	2018-06-01
40751	경상남도	통영시	48220	2019	340	25	1	372	0	1	105	경상남도 통영시 광도면 용호리 372 1동 105호	13734840	55.16	2019-06-01
31340	경상남도	통영시	48220	2019	104	0	1	79	18	1	101	[ 통영해안로 315-2 ] 0001동 0101호	3422950	38.16	2019-06-01
50450	경상남도	통영시	48220	2019	340	24	1	1577	7	1	502	[ 죽림1로 17-43 ] 0001동 0502호	111347960	215.54	2019-06-01
86963	경상남도	통영시	48220	2020	117	0	1	645	0	1	310	경상남도 통영시 도남동 645 1동 310호	35577720	53.42	2020-06-01
42138	경상남도	통영시	48220	2019	340	24	1	1571	34	1	101	[ 죽림5로 31-5 ] 0001동 0101호	312676880	477.88	2019-06-01

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	기준일자
61362	경상남도	통영시	48220	2020	104	0	1	249	26	1	201	경상남도 통영시 항남동 249-26 1동 201호	4576000	52.0	2020-06-01
33903	경상남도	통영시	48220	2019	110	0	1	660	14	1	101	[ 북신시장1길 31-3 ] 0001동 0101호	9354100	98.0	2019-06-01
15516	경상남도	통영시	48220	2018	110	0	1	664	20	2	101	경상남도 통영시 북신동 664-20 2동 101호	58051950	83.05	2018-06-01
17169	경상남도	통영시	48220	2018	330	26	1	504	0	1	101	[ 저산서촌길 70 ] 0001동 0101호	9932500	72.5	2018-06-01
59589	경상남도	통영시	48220	2020	330	21	1	156	6	1	101	경상남도 통영시 도산면 원산리 156-6 1동 101호	8208000	72.0	2020-06-01
83659	경상남도	통영시	48220	2020	117	0	1	359	10	1	102	경상남도 통영시 도남동 359-10 1동 102호	181500	5.5	2020-06-01
83066	경상남도	통영시	48220	2020	111	0	1	986	0	3	271	[ 안개로 37 ] 0003동 0271호	73684030	107.7252	2020-06-01
12529	경상남도	통영시	48220	2018	370	22	2	296	1	1	101	경상남도 통영시 사량면 돈지리 산 296-1 1동 101호	1247400	46.2	2018-06-01
37404	경상남도	통영시	48220	2019	113	0	1	531	2	2	101	경상남도 통영시 인평동 531-2 2동 101호	7499520	16.74	2019-06-01
44412	경상남도	통영시	48220	2019	330	25	1	934	2	1	101	경상남도 통영시 도산면 오륜리 934-2 1동 101호	83795970	273.04	2019-06-01

Most frequently occurring

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	기준일자	# duplicates
0	경상남도	통영시	48220	2018	113	0	2	51	0	1	101	경상남도 통영시 인평동 산 51 1동 101호	6565000	65.0	2018-06-01	2
1	경상남도	통영시	48220	2018	250	21	1	261	0	101	101	경상남도 통영시 산양읍 영운리 261 101동 101호	32852250	42.39	2018-06-01	2
2	경상남도	통영시	48220	2018	250	23	1	69	1	1	101	경상남도 통영시 산양읍 미남리 69-1 1동 101호	4275000	15.0	2018-06-01	2
3	경상남도	통영시	48220	2019	109	0	1	1403	0	2	5	경상남도 통영시 정량동 1403 2동 5호	20030630	87.47	2019-06-01	2
4	경상남도	통영시	48220	2019	310	24	1	296	3	1	101	경상남도 통영시 용남면 삼화리 296-3 1동 101호	43114560	74.08	2019-06-01	2
5	경상남도	통영시	48220	2019	340	27	1	2050	0	1	101	경상남도 통영시 광도면 안정리 2050 1동 101호	4310320	12.53	2019-06-01	2
6	경상남도	통영시	48220	2020	310	24	1	296	3	1	101	경상남도 통영시 용남면 삼화리 296-3 1동 101호	46596320	74.08	2020-06-01	2
7	경상남도	통영시	48220	2020	340	24	1	1574	23	1	101	[ 죽림2로 55-23 ] 0001동 0101호	44089500	136.5	2020-06-01	2
8	경상남도	통영시	48220	2020	340	26	1	1661	0	3	201	경상남도 통영시 광도면 황리 1661 3동 201호	7722000	117.0	2020-06-01	2
9	경상남도	통영시	48220	2020	370	22	2	363	6	1	101	[ 수우도길 1 ] 0001동 0101호	2802800	24.5	2020-06-01	2

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

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

Uppercase Letter

Dash Punctuation

Other Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Hangul

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring