gimi9 Pandas Profiling

Dataset statistics

Number of variables	15
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	50
Duplicate rows (%)	0.5%
Total size in memory	1.3 MiB
Average record size in memory	139.0 B

Variable types

Categorical	5
Numeric	8
Text	1
DateTime	1

Dataset

Description	지방세 일반건축물에 대한 지방세 부과기준인 시가표준액을 제공함으로써 납세자가 물건별 재산가액을 쉽게 확인할 수 있는 데이터입니다.
Author	전라남도 영암군
URL	https://www.data.go.kr/data/15079993/fileData.do

Alerts

`시도명` has constant value ""	Constant
`시군구명` has constant value ""	Constant
`자치단체코드` has constant value ""	Constant
`데이터기준일자` has constant value ""	Constant
Dataset has 50 (0.5%) duplicate rows	Duplicates
`시가표준액` is highly overall correlated with `연면적`	High correlation
`연면적` is highly overall correlated with `시가표준액`	High correlation
`특수지` is highly imbalanced (90.4%)	Imbalance
`부번` has 2576 (25.8%) zeros	Zeros
`동` has 449 (4.5%) zeros	Zeros
`호` has 1356 (13.6%) zeros	Zeros

Reproduction

Analysis started	2024-04-29 22:46:13.073865
Analysis finished	2024-04-29 22:46:23.420904
Duration	10.35 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

전라남도	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
전라남도	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
전라남도	10000	100.0%

시군구명
Categorical

CONSTANT

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

영암군	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영암군	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영암군	10000	100.0%

자치단체코드
Categorical

CONSTANT

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

46830	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	46830
2nd row	46830
3rd row	46830
4th row	46830
5th row	46830

Common Values

Value	Count	Frequency (%)
46830	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
46830	10000	100.0%

과세년도
Categorical

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

2019	2647
2018	2477
2017	2452
2020	2424

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2017
2nd row	2020
3rd row	2017
4th row	2018
5th row	2020

Common Values

Value	Count	Frequency (%)
2019	2647	26.5%
2018	2477	24.8%
2017	2452	24.5%
2020	2424	24.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2019	2647	26.5%
2018	2477	24.8%
2017	2452	24.5%
2020	2424	24.2%

법정동
Real number (ℝ)

Distinct	11
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	302.7224

Minimum	250
Maximum	390
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	250
5-th percentile	250
Q1	253
median	310
Q3	350
95-th percentile	380
Maximum	390
Range	140
Interquartile range (IQR)	97

Descriptive statistics

Standard deviation	50.858278
Coefficient of variation (CV)	0.16800302
Kurtosis	-1.5653143
Mean	302.7224
Median Absolute Deviation (MAD)	57
Skewness	0.23189665
Sum	3027224
Variance	2586.5644
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
253	3508	35.1%
250	1212	12.1%
330	950	9.5%
340	650	6.5%
350	622	6.2%
360	606	6.1%
380	604	6.0%
320	552	5.5%
310	455	4.5%
370	443	4.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
250	1212	12.1%
253	3508	35.1%
310	455	4.5%
320	552	5.5%
330	950	9.5%
340	650	6.5%
350	622	6.2%
360	606	6.1%
370	443	4.4%
380	604	6.0%

Value	Count	Frequency (%)
390	398	4.0%
380	604	6.0%
370	443	4.4%
360	606	6.1%
350	622	6.2%
340	650	6.5%
330	950	9.5%
320	552	5.5%
310	455	4.5%
253	3508	35.1%

법정리
Real number (ℝ)

Distinct	16
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26.483

Minimum	21
Maximum	36
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	21
5-th percentile	21
Q1	24
median	27
Q3	29
95-th percentile	31
Maximum	36
Range	15
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	2.9950639
Coefficient of variation (CV)	0.11309383
Kurtosis	-0.3894791
Mean	26.483
Median Absolute Deviation (MAD)	2
Skewness	0.01561122
Sum	264830
Variance	8.970408
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
27	1573	15.7%
26	1386	13.9%
29	1100	11.0%
30	1099	11.0%
24	846	8.5%
28	821	8.2%
25	728	7.3%
21	674	6.7%
23	661	6.6%
22	513	5.1%
Other values (6)	599	6.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
21	674	6.7%
22	513	5.1%
23	661	6.6%
24	846	8.5%
25	728	7.3%
26	1386	13.9%
27	1573	15.7%
28	821	8.2%
29	1100	11.0%
30	1099	11.0%

Value	Count	Frequency (%)
36	12	0.1%
35	40	0.4%
34	75	0.8%
33	92	0.9%
32	120	1.2%
31	260	2.6%
30	1099	11.0%
29	1100	11.0%
28	821	8.2%
27	1573	15.7%

특수지
Categorical

IMBALANCE

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

1	9800
2	174
3	26

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	9800	98.0%
2	174	1.7%
3	26	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	9800	98.0%
2	174	1.7%
3	26	0.3%

본번
Real number (ℝ)

Distinct	1287
Distinct (%)	12.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	647.2494

Minimum	1
Maximum	2466
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	31
Q1	200
median	475.5
Q3	895.25
95-th percentile	1713
Maximum	2466
Range	2465
Interquartile range (IQR)	695.25

Descriptive statistics

Standard deviation	571.31093
Coefficient of variation (CV)	0.88267511
Kurtosis	0.11251365
Mean	647.2494
Median Absolute Deviation (MAD)	319.5
Skewness	1.0487624
Sum	6472494
Variance	326396.18
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
611	172	1.7%
2172	141	1.4%
1685	96	1.0%
280	75	0.8%
1689	73	0.7%
1713	73	0.7%
41	62	0.6%
341	60	0.6%
342	51	0.5%
602	49	0.5%
Other values (1277)	9148	91.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	33	0.3%
2	25	0.2%
3	30	0.3%
4	33	0.3%
5	11	0.1%
6	22	0.2%
7	8	0.1%
8	12	0.1%
9	24	0.2%
10	12	0.1%

Value	Count	Frequency (%)
2466	4	< 0.1%
2184	2	< 0.1%
2183	6	0.1%
2179	4	< 0.1%
2178	22	0.2%
2177	11	0.1%
2176	5	0.1%
2175	22	0.2%
2174	2	< 0.1%
2172	141	1.4%

부번
Real number (ℝ)

ZEROS

Distinct	105
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.5948

Minimum	0
Maximum	146
Zeros	2576
Zeros (%)	25.8%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	7
95-th percentile	30
Maximum	146
Range	146
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	13.106777
Coefficient of variation (CV)	1.9874411
Kurtosis	24.45426
Mean	6.5948
Median Absolute Deviation (MAD)	2
Skewness	4.2986086
Sum	65948
Variance	171.78759
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2576	25.8%
1	1964	19.6%
2	938	9.4%
3	614	6.1%
4	539	5.4%
5	427	4.3%
6	370	3.7%
7	298	3.0%
9	218	2.2%
8	217	2.2%
Other values (95)	1839	18.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2576	25.8%
1	1964	19.6%
2	938	9.4%
3	614	6.1%
4	539	5.4%
5	427	4.3%
6	370	3.7%
7	298	3.0%
8	217	2.2%
9	218	2.2%

Value	Count	Frequency (%)
146	4	< 0.1%
136	1	< 0.1%
134	2	< 0.1%
131	2	< 0.1%
126	1	< 0.1%
119	1	< 0.1%
109	3	< 0.1%
108	1	< 0.1%
106	2	< 0.1%
103	2	< 0.1%

동
Real number (ℝ)

ZEROS

Distinct	60
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	681.4569

Minimum	0
Maximum	9999
Zeros	449
Zeros (%)	4.5%
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	9999
Maximum	9999
Range	9999
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2510.0062
Coefficient of variation (CV)	3.6832941
Kurtosis	9.7862904
Mean	681.4569
Median Absolute Deviation (MAD)	0
Skewness	3.4315268
Sum	6814569
Variance	6300130.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	7629	76.3%
2	685	6.9%
9999	656	6.6%
0	449	4.5%
3	205	2.1%
4	72	0.7%
6	43	0.4%
5	38	0.4%
101	16	0.2%
107	15	0.1%
Other values (50)	192	1.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	449	4.5%
1	7629	76.3%
2	685	6.9%
3	205	2.1%
4	72	0.7%
5	38	0.4%
6	43	0.4%
7	15	0.1%
8	13	0.1%
9	8	0.1%

Value	Count	Frequency (%)
9999	656	6.6%
9998	6	0.1%
9901	1	< 0.1%
9026	1	< 0.1%
9025	2	< 0.1%
9024	1	< 0.1%
9021	1	< 0.1%
9020	1	< 0.1%
9014	1	< 0.1%
9001	1	< 0.1%

호
Real number (ℝ)

ZEROS

Distinct	139
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	193.7645

Minimum	0
Maximum	9011
Zeros	1356
Zeros (%)	13.6%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	101
Q3	102
95-th percentile	301
Maximum	9011
Range	9011
Interquartile range (IQR)	100

Descriptive statistics

Standard deviation	888.92458
Coefficient of variation (CV)	4.5876545
Kurtosis	76.081203
Mean	193.7645
Median Absolute Deviation (MAD)	1
Skewness	8.7649894
Sum	1937645
Variance	790186.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
101	3933	39.3%
0	1356	13.6%
1	1110	11.1%
102	1074	10.7%
201	602	6.0%
103	426	4.3%
104	186	1.9%
301	161	1.6%
2	147	1.5%
105	111	1.1%
Other values (129)	894	8.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1356	13.6%
1	1110	11.1%
2	147	1.5%
3	64	0.6%
4	36	0.4%
5	13	0.1%
6	6	0.1%
7	6	0.1%
8	9	0.1%
9	2	< 0.1%

Value	Count	Frequency (%)
9011	2	< 0.1%
9009	1	< 0.1%
9008	1	< 0.1%
9004	2	< 0.1%
9003	2	< 0.1%
9002	2	< 0.1%
9001	1	< 0.1%
8202	1	< 0.1%
8201	4	< 0.1%
8105	2	< 0.1%

물건지
Text

Distinct	7298
Distinct (%)	73.0%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	36
Median length	33
Mean length	27.5951
Min length	19

Characters and Unicode

Total characters	275951
Distinct characters	246
Distinct categories	6 ?
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	5534 ?
Unique (%)	55.3%

Sample

1st row	전라남도 영암군 신북면 갈곡리 38-65 1동 8101호
2nd row	전라남도 영암군 삼호읍 용당리 710 1동 901호
3rd row	전라남도 영암군 삼호읍 용앙리 392-19 2동 101호
4th row	전라남도 영암군 학산면 학계리 391-2 1동
5th row	전라남도 영암군 삼호읍 용당리 2172-1 1동 104호

Value	Count	Frequency (%)
전라남도	7358	11.1%
영암군	7358	11.1%
1동	5438	8.2%
	5284	8.0%
101호	2716	4.1%
삼호읍	2609	3.9%
0001동	2191	3.3%
0101호	1217	1.8%
1호	764	1.2%
102호	764	1.2%
Other values (4231)	30379	46.0%

Most occurring characters

Value	Count	Frequency (%)
	56078	20.3%
1	28658	10.4%
0	21411	7.8%
호	12529	4.5%
동	10537	3.8%
암	8519	3.1%
영	8417	3.1%
전	8100	2.9%
도	7921	2.9%
군	7859	2.8%
Other values (236)	105922	38.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	124230	45.0%
Decimal Number	84022	30.4%
Space Separator	56078	20.3%
Dash Punctuation	6337	2.3%
Open Punctuation	2642	1.0%
Close Punctuation	2642	1.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
호	12529	10.1%
동	10537	8.5%
암	8519	6.9%
영	8417	6.8%
전	8100	6.5%
도	7921	6.4%
군	7859	6.3%
남	7580	6.1%
리	7418	6.0%
라	7365	5.9%
Other values (222)	37985	30.6%

Decimal Number

Value	Count	Frequency (%)
1	28658	34.1%
0	21411	25.5%
2	7724	9.2%
9	5148	6.1%
3	4844	5.8%
4	3603	4.3%
6	3593	4.3%
7	3205	3.8%
5	3049	3.6%
8	2787	3.3%

Space Separator

Value	Count	Frequency (%)
	56078	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	6337	100.0%

Open Punctuation

Value	Count	Frequency (%)
[	2642	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	2642	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	151721	55.0%
Hangul	124230	45.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
호	12529	10.1%
동	10537	8.5%
암	8519	6.9%
영	8417	6.8%
전	8100	6.5%
도	7921	6.4%
군	7859	6.3%
남	7580	6.1%
리	7418	6.0%
라	7365	5.9%
Other values (222)	37985	30.6%

Common

Value	Count	Frequency (%)
	56078	37.0%
1	28658	18.9%
0	21411	14.1%
2	7724	5.1%
-	6337	4.2%
9	5148	3.4%
3	4844	3.2%
4	3603	2.4%
6	3593	2.4%
7	3205	2.1%
Other values (4)	11120	7.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	151721	55.0%
Hangul	124230	45.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	56078	37.0%
1	28658	18.9%
0	21411	14.1%
2	7724	5.1%
-	6337	4.2%
9	5148	3.4%
3	4844	3.2%
4	3603	2.4%
6	3593	2.4%
7	3205	2.1%
Other values (4)	11120	7.3%

Hangul

Value	Count	Frequency (%)
호	12529	10.1%
동	10537	8.5%
암	8519	6.9%
영	8417	6.8%
전	8100	6.5%
도	7921	6.4%
군	7859	6.3%
남	7580	6.1%
리	7418	6.0%
라	7365	5.9%
Other values (222)	37985	30.6%

시가표준액
Real number (ℝ)

HIGH CORRELATION

Distinct	8019
Distinct (%)	80.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	78815956

Minimum	17820
Maximum	1.3116094 × 10¹⁰
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	17820
5-th percentile	474240
Q1	1907795
median	9573000
Q3	48921928
95-th percentile	2.8714347 × 10⁸
Maximum	1.3116094 × 10¹⁰
Range	1.3116076 × 10¹⁰
Interquartile range (IQR)	47014132

Descriptive statistics

Standard deviation	3.3672063 × 10⁸
Coefficient of variation (CV)	4.2722394
Kurtosis	346.90847
Mean	78815956
Median Absolute Deviation (MAD)	8828805
Skewness	14.726128
Sum	7.8815956 × 10¹¹
Variance	1.1338078 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
830000	25	0.2%
850000	21	0.2%
740000	20	0.2%
720000	20	0.2%
800000	19	0.2%
700000	19	0.2%
790000	18	0.2%
1584000	17	0.2%
810000	17	0.2%
760000	16	0.2%
Other values (8009)	9808	98.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
17820	1	< 0.1%
36000	1	< 0.1%
50000	1	< 0.1%
51480	1	< 0.1%
52200	1	< 0.1%
54000	1	< 0.1%
55080	1	< 0.1%
56700	1	< 0.1%
58000	1	< 0.1%
59130	1	< 0.1%

Value	Count	Frequency (%)
13116093600	1	< 0.1%
6637724300	1	< 0.1%
6604416000	1	< 0.1%
6466267970	1	< 0.1%
6282676950	1	< 0.1%
6042134900	1	< 0.1%
5553930560	1	< 0.1%
5140003550	1	< 0.1%
5073278540	1	< 0.1%
4952085210	1	< 0.1%

연면적
Real number (ℝ)

HIGH CORRELATION

Distinct	4514
Distinct (%)	45.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	321.272

Minimum	0.73
Maximum	33411
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0.73
5-th percentile	10
Q1	36.4837
median	100
Q3	246.2
95-th percentile	1169.411
Maximum	33411
Range	33410.27
Interquartile range (IQR)	209.7163

Descriptive statistics

Standard deviation	1074.2559
Coefficient of variation (CV)	3.3437582
Kurtosis	239.61538
Mean	321.272
Median Absolute Deviation (MAD)	79.2
Skewness	12.74738
Sum	3212720
Variance	1154025.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10.0	390	3.9%
18.0	224	2.2%
16.5	67	0.7%
192.0	59	0.6%
27.0	49	0.5%
66.0	48	0.5%
36.0	42	0.4%
160.0	41	0.4%
60.0	40	0.4%
24.0	40	0.4%
Other values (4504)	9000	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.73	1	< 0.1%
1.17	1	< 0.1%
1.5	1	< 0.1%
2.0	1	< 0.1%
2.2	1	< 0.1%
2.28	1	< 0.1%
2.3	1	< 0.1%
2.4	2	< 0.1%
2.6	1	< 0.1%
2.64	4	< 0.1%

Value	Count	Frequency (%)
33411.0	1	< 0.1%
28650.27	1	< 0.1%
22474.0	1	< 0.1%
19260.0	1	< 0.1%
17640.0	1	< 0.1%
16953.39	3	< 0.1%
16801.23	1	< 0.1%
15495.49	1	< 0.1%
15480.475	1	< 0.1%
15317.87	1	< 0.1%

데이터기준일자
Date

CONSTANT

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

Minimum	2022-12-31 00:00:00
Maximum	2022-12-31 00:00:00

Histogram

Histogram with fixed size bins (bins=1)

Heatmap
Table

	과세년도	법정동	법정리	특수지	본번	부번	동	호	시가표준액	연면적
과세년도	1.000	0.078	0.029	0.013	0.023	0.000	0.028	0.012	0.000	0.000
법정동	0.078	1.000	0.429	0.108	0.476	0.141	0.060	0.078	0.118	0.065
법정리	0.029	0.429	1.000	0.156	0.626	0.200	0.114	0.092	0.058	0.067
특수지	0.013	0.108	0.156	1.000	0.414	0.000	0.016	0.000	0.000	0.000
본번	0.023	0.476	0.626	0.414	1.000	0.244	0.084	0.076	0.104	0.098
부번	0.000	0.141	0.200	0.000	0.244	1.000	0.144	0.000	0.000	0.000
동	0.028	0.060	0.114	0.016	0.084	0.144	1.000	0.039	0.000	0.000
호	0.012	0.078	0.092	0.000	0.076	0.000	0.039	1.000	0.000	0.000
시가표준액	0.000	0.118	0.058	0.000	0.104	0.000	0.000	0.000	1.000	0.822
연면적	0.000	0.065	0.067	0.000	0.098	0.000	0.000	0.000	0.822	1.000

Heatmap
Table

	과세년도	특수지
과세년도	1.000	0.012
특수지	0.012	1.000

Heatmap
Table

	법정동	법정리	본번	부번	동	호	시가표준액	연면적	과세년도	특수지
법정동	1.000	-0.118	-0.108	-0.107	0.000	-0.209	-0.289	-0.032	0.053	0.072
법정리	-0.118	1.000	0.184	0.089	-0.034	0.069	0.114	0.040	0.018	0.075
본번	-0.108	0.184	1.000	0.052	-0.011	0.024	0.132	0.086	0.014	0.274
부번	-0.107	0.089	0.052	1.000	-0.097	0.044	0.114	0.061	0.000	0.000
동	0.000	-0.034	-0.011	-0.097	1.000	0.006	-0.131	-0.219	0.022	0.012
호	-0.209	0.069	0.024	0.044	0.006	1.000	0.287	0.001	0.010	0.000
시가표준액	-0.289	0.114	0.132	0.114	-0.131	0.287	1.000	0.654	0.000	0.000
연면적	-0.032	0.040	0.086	0.061	-0.219	0.001	0.654	1.000	0.000	0.000
과세년도	0.053	0.018	0.014	0.000	0.022	0.010	0.000	0.000	1.000	0.012
특수지	0.072	0.075	0.274	0.000	0.012	0.000	0.000	0.000	0.012	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	데이터기준일자
5567	전라남도	영암군	46830	2017	330	24	1	38	65	1	8101	전라남도 영암군 신북면 갈곡리 38-65 1동 8101호	27544000	88.0	2022-12-31
69832	전라남도	영암군	46830	2020	253	29	1	710	0	1	901	전라남도 영암군 삼호읍 용당리 710 1동 901호	243969170	412.8074	2022-12-31
13079	전라남도	영암군	46830	2017	253	26	1	392	19	2	101	전라남도 영암군 삼호읍 용앙리 392-19 2동 101호	33133500	99.5	2022-12-31
33364	전라남도	영암군	46830	2018	380	24	1	391	2	1	0	전라남도 영암군 학산면 학계리 391-2 1동	1080000	120.0	2022-12-31
77465	전라남도	영암군	46830	2020	253	29	1	2172	1	1	104	전라남도 영암군 삼호읍 용당리 2172-1 1동 104호	469350000	3129.0	2022-12-31
17312	전라남도	영암군	46830	2017	390	26	1	209	10	1	101	[ 흑석로 1875 ] 0001동 0101호	20163000	85.8	2022-12-31
72570	전라남도	영암군	46830	2020	310	28	1	254	57	1	201	전라남도 영암군 덕진면 금강리 254-57 1동 201호	1134600	113.46	2022-12-31
36594	전라남도	영암군	46830	2018	370	21	1	312	1	1	0	전라남도 영암군 서호면 몽해리 312-1 1동	1296000	324.0	2022-12-31
73446	전라남도	영암군	46830	2020	253	26	1	180	11	1	1	[ 삼호중앙로 204-10 ] 0001동 0001호	67735270	91.46	2022-12-31
77905	전라남도	영암군	46830	2020	253	27	1	1689	9	0	102	전라남도 영암군 삼호읍 난전리 1689-9 102호	107065530	305.03	2022-12-31

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	데이터기준일자
38424	전라남도	영암군	46830	2018	350	21	1	19	2	1	102	[ 토말로 118 ] 0001동 0102호	1655100	30.65	2022-12-31
35249	전라남도	영암군	46830	2018	390	24	1	239	1	1	101	전라남도 영암군 미암면 남산리 239-1 1동 101호	12224960	120.8	2022-12-31
56837	전라남도	영암군	46830	2019	253	23	1	150	1	1	0	[ 매자리길 18-8 ] 0001동 0000호	5298750	33.75	2022-12-31
80185	전라남도	영암군	46830	2020	250	23	1	77	0	1	2	전라남도 영암군 영암읍 서남리 77 1동 2호	14236420	15.75	2022-12-31
47430	전라남도	영암군	46830	2019	250	23	1	72	2	101	1	[ 서남역로 28 ] 0101동 0001호	101571340	143.26	2022-12-31
60355	전라남도	영암군	46830	2019	253	28	1	998	3	1	201	전라남도 영암군 삼호읍 삼포리 998-3 1동 201호	33384000	156.0	2022-12-31
48082	전라남도	영암군	46830	2019	250	36	1	246	0	1	2	전라남도 영암군 영암읍 한대리 246 1동 2호	2304000	96.0	2022-12-31
38896	전라남도	영암군	46830	2018	350	25	1	157	6	1	1	[ 덕화만수로 100 ] 0001동 0001호	19998000	198.0	2022-12-31
85741	전라남도	영암군	46830	2020	350	26	1	834	3	1	0	전라남도 영암군 도포면 영호리 834-3 1동	702000	175.5	2022-12-31
30901	전라남도	영암군	46830	2018	250	26	1	348	1	1	102	[ 낭주로 199 ] 0001동 0102호	3192320	110.08	2022-12-31

Most frequently occurring

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	데이터기준일자	# duplicates
42	전라남도	영암군	46830	2020	250	24	1	31	4	1	101	전라남도 영암군 영암읍 동무리 31-4 1동 101호	2862000	18.0	2022-12-31	10
1	전라남도	영암군	46830	2017	250	24	1	31	4	1	101	전라남도 영암군 영암읍 동무리 31-4 1동 101호	3330000	18.0	2022-12-31	6
28	전라남도	영암군	46830	2019	250	24	1	31	4	1	101	전라남도 영암군 영암읍 동무리 31-4 1동 101호	2952000	18.0	2022-12-31	5
43	전라남도	영암군	46830	2020	253	27	1	1685	10	1	101	전라남도 영암군 삼호읍 난전리 1685-10 1동 101호	98627100	344.85	2022-12-31	5
19	전라남도	영암군	46830	2018	250	24	1	31	4	1	101	전라남도 영암군 영암읍 동무리 31-4 1동 101호	3114000	18.0	2022-12-31	4
21	전라남도	영암군	46830	2018	253	27	1	1685	10	1	101	전라남도 영암군 삼호읍 난전리 1685-10 1동 101호	100351350	344.85	2022-12-31	4
34	전라남도	영암군	46830	2019	253	27	1	1685	10	1	101	전라남도 영암군 삼호읍 난전리 1685-10 1동 101호	98627100	344.85	2022-12-31	4
15	전라남도	영암군	46830	2017	350	23	1	405	1	1	0	전라남도 영암군 도포면 덕화리 405-1 1동	2082240	115.68	2022-12-31	3
48	전라남도	영암군	46830	2020	330	32	1	209	43	0	0	전라남도 영암군 신북면 월지리 209-43	600000	150.0	2022-12-31	3
0	전라남도	영암군	46830	2017	250	21	1	135	0	2	1	전라남도 영암군 영암읍 회문리 135 2동 1호	10752000	42.0	2022-12-31	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

Other Letter

Decimal Number

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring