gimi9 Pandas Profiling

Dataset statistics

Number of variables	15
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	13
Duplicate rows (%)	0.1%
Total size in memory	1.3 MiB
Average record size in memory	139.0 B

Variable types

Categorical	6
Numeric	7
Text	2

Dataset

Description	일반건축물에 대한 지방세 부과기준인 시가표준액에 대한 데이터로 물건지, 시가표준 금액, 연면적, 결정일자 등의 항목을 제공합니다.
Author	전라남도 여수시
URL	https://www.data.go.kr/data/15079937/fileData.do

Alerts

`시도명` has constant value ""	Constant
`시군구명` has constant value ""	Constant
`자치단체코드` has constant value ""	Constant
Dataset has 13 (0.1%) duplicate rows	Duplicates
`과세년도` is highly overall correlated with `기준일자`	High correlation
`기준일자` is highly overall correlated with `과세년도`	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 (95.3%)	Imbalance
`시가표준액` is highly skewed (γ1 = 26.77975095)	Skewed
`연면적` is highly skewed (γ1 = 28.59475382)	Skewed
`법정리` has 8327 (83.3%) zeros	Zeros
`부번` has 3731 (37.3%) zeros	Zeros
`동` has 700 (7.0%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 19:24:05.921432
Analysis finished	2023-12-12 19:24:13.801758
Duration	7.88 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

여수시	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
여수시	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
여수시	10000	100.0%

자치단체코드
Categorical

CONSTANT

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

46130	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	46130
2nd row	46130
3rd row	46130
4th row	46130
5th row	46130

Common Values

Value	Count	Frequency (%)
46130	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
46130	10000	100.0%

과세년도
Categorical

HIGH CORRELATION

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

2017	7778
2018	2222

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	2018
3rd row	2017
4th row	2017
5th row	2017

Common Values

Value	Count	Frequency (%)
2017	7778	77.8%
2018	2222	22.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2017	7778	77.8%
2018	2222	22.2%

법정동
Real number (ℝ)

HIGH CORRELATION

Distinct	58
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	155.6838

Minimum	101
Maximum	360
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	101
5-th percentile	108
Q1	118
median	128
Q3	144
95-th percentile	330
Maximum	360
Range	259
Interquartile range (IQR)	26

Descriptive statistics

Standard deviation	69.257774
Coefficient of variation (CV)	0.44486179
Kurtosis	1.823251
Mean	155.6838
Median Absolute Deviation (MAD)	13
Skewness	1.842898
Sum	1556838
Variance	4796.6393
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
119	564	5.6%
120	553	5.5%
128	526	5.3%
250	481	4.8%
144	418	4.2%
108	406	4.1%
115	389	3.9%
320	361	3.6%
141	360	3.6%
133	342	3.4%
Other values (48)	5600	56.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
101	36	0.4%
102	56	0.6%
103	86	0.9%
104	75	0.8%
105	33	0.3%
106	16	0.2%
107	84	0.8%
108	406	4.1%
109	13	0.1%
110	207	2.1%

Value	Count	Frequency (%)
360	87	0.9%
350	78	0.8%
340	115	1.1%
330	242	2.4%
320	361	3.6%
310	309	3.1%
250	481	4.8%
151	18	0.2%
150	72	0.7%
149	19	0.2%

법정리
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	11
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.2351

Minimum	0
Maximum	30
Zeros	8327
Zeros (%)	83.3%
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	28
Maximum	30
Range	30
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	9.5426482
Coefficient of variation (CV)	2.2532285
Kurtosis	1.5960785
Mean	4.2351
Median Absolute Deviation (MAD)	0
Skewness	1.8608311
Sum	42351
Variance	91.062134
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	8327	83.3%
21	320	3.2%
30	242	2.4%
22	188	1.9%
28	179	1.8%
29	146	1.5%
24	134	1.3%
25	134	1.3%
27	134	1.3%
26	99	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8327	83.3%
21	320	3.2%
22	188	1.9%
23	97	1.0%
24	134	1.3%
25	134	1.3%
26	99	1.0%
27	134	1.3%
28	179	1.8%
29	146	1.5%

Value	Count	Frequency (%)
30	242	2.4%
29	146	1.5%
28	179	1.8%
27	134	1.3%
26	99	1.0%
25	134	1.3%
24	134	1.3%
23	97	1.0%
22	188	1.9%
21	320	3.2%

특수지
Categorical

IMBALANCE

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

1	9911
2	88
3	1

Length

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

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
1	9911	99.1%
2	88	0.9%
3	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	9911	99.1%
2	88	0.9%
3	1	< 0.1%

본번
Real number (ℝ)

Distinct	1460
Distinct (%)	14.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	532.3788

Minimum	1
Maximum	2239
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	25
Q1	178
median	419
Q3	774
95-th percentile	1406
Maximum	2239
Range	2238
Interquartile range (IQR)	596

Descriptive statistics

Standard deviation	451.49824
Coefficient of variation (CV)	0.84807705
Kurtosis	0.53122604
Mean	532.3788
Median Absolute Deviation (MAD)	300
Skewness	1.0305977
Sum	5323788
Variance	203850.66
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
805	110	1.1%
280	106	1.1%
37	101	1.0%
70	96	1.0%
7	93	0.9%
400	91	0.9%
1	86	0.9%
323	72	0.7%
62	68	0.7%
172	68	0.7%
Other values (1450)	9109	91.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	86	0.9%
2	32	0.3%
3	9	0.1%
4	45	0.4%
5	11	0.1%
6	14	0.1%
7	93	0.9%
8	12	0.1%
9	23	0.2%
10	18	0.2%

Value	Count	Frequency (%)
2239	1	< 0.1%
2208	1	< 0.1%
2207	1	< 0.1%
2187	1	< 0.1%
2177	1	< 0.1%
2154	1	< 0.1%
2149	5	0.1%
2146	2	< 0.1%
2145	1	< 0.1%
2144	1	< 0.1%

부번
Real number (ℝ)

ZEROS

Distinct	172
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.3962

Minimum	0
Maximum	585
Zeros	3731
Zeros (%)	37.3%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	6
95-th percentile	26
Maximum	585
Range	585
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	36.76161
Coefficient of variation (CV)	4.3783628
Kurtosis	167.08562
Mean	8.3962
Median Absolute Deviation (MAD)	1
Skewness	12.111375
Sum	83962
Variance	1351.416
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3731	37.3%
1	1426	14.3%
2	729	7.3%
3	534	5.3%
4	418	4.2%
5	357	3.6%
6	331	3.3%
7	285	2.9%
8	247	2.5%
9	202	2.0%
Other values (162)	1740	17.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3731	37.3%
1	1426	14.3%
2	729	7.3%
3	534	5.3%
4	418	4.2%
5	357	3.6%
6	331	3.3%
7	285	2.9%
8	247	2.5%
9	202	2.0%

Value	Count	Frequency (%)
585	1	< 0.1%
584	3	< 0.1%
582	1	< 0.1%
578	2	< 0.1%
576	1	< 0.1%
569	2	< 0.1%
564	1	< 0.1%
563	1	< 0.1%
560	1	< 0.1%
558	2	< 0.1%

동
Real number (ℝ)

ZEROS

Distinct	115
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	44.8952

Minimum	0
Maximum	9000
Zeros	700
Zeros (%)	7.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	15.05
Maximum	9000
Range	9000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	350.93343
Coefficient of variation (CV)	7.8167251
Kurtosis	393.38287
Mean	44.8952
Median Absolute Deviation (MAD)	0
Skewness	17.880846
Sum	448952
Variance	123154.28
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	7858	78.6%
0	700	7.0%
2	554	5.5%
3	160	1.6%
901	108	1.1%
4	56	0.6%
5	37	0.4%
101	32	0.3%
902	25	0.2%
7	23	0.2%
Other values (105)	447	4.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	700	7.0%
1	7858	78.6%
2	554	5.5%
3	160	1.6%
4	56	0.6%
5	37	0.4%
6	22	0.2%
7	23	0.2%
8	15	0.1%
9	12	0.1%

Value	Count	Frequency (%)
9000	2	< 0.1%
8002	4	< 0.1%
8001	7	0.1%
7001	1	< 0.1%
3002	5	0.1%
3001	3	< 0.1%
999	2	< 0.1%
990	1	< 0.1%
976	1	< 0.1%
974	3	< 0.1%

호
Text

Distinct	265
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	6
Median length	4
Mean length	4.0011
Min length	3

Characters and Unicode

Total characters	40011
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	113 ?
Unique (%)	1.1%

Sample

1st row	0104
2nd row	8101
3rd row	0101
4th row	0101
5th row	0102

Value	Count	Frequency (%)
0101	3478	34.8%
0102	1285	12.8%
0201	1228	12.3%
0301	550	5.5%
0103	505	5.1%
8101	405	4.0%
0202	236	2.4%
0104	230	2.3%
0401	211	2.1%
0105	137	1.4%
Other values (255)	1735	17.3%

Most occurring characters

Value	Count	Frequency (%)
0	19599	49.0%
1	12945	32.4%
2	3660	9.1%
3	1507	3.8%
4	731	1.8%
8	659	1.6%
5	433	1.1%
6	237	0.6%
7	143	0.4%
9	89	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	40003	> 99.9%
Dash Punctuation	8	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	19599	49.0%
1	12945	32.4%
2	3660	9.1%
3	1507	3.8%
4	731	1.8%
8	659	1.6%
5	433	1.1%
6	237	0.6%
7	143	0.4%
9	89	0.2%

Dash Punctuation

Value	Count	Frequency (%)
-	8	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	40011	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	19599	49.0%
1	12945	32.4%
2	3660	9.1%
3	1507	3.8%
4	731	1.8%
8	659	1.6%
5	433	1.1%
6	237	0.6%
7	143	0.4%
9	89	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	40011	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	19599	49.0%
1	12945	32.4%
2	3660	9.1%
3	1507	3.8%
4	731	1.8%
8	659	1.6%
5	433	1.1%
6	237	0.6%
7	143	0.4%
9	89	0.2%

물건지
Text

Distinct	8769
Distinct (%)	87.7%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	34
Median length	32
Mean length	24.8644
Min length	17

Characters and Unicode

Total characters	248644
Distinct characters	229
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	8246 ?
Unique (%)	82.5%

Sample

1st row	[ 여자대동길 3-1 ] 0001동 0104호
2nd row	[ 상암로 624 ] 0001동 8101호
3rd row	전라남도 여수시 중흥동 1741 1동 101호
4th row	전라남도 여수시 평여동 205-12 1동 101호
5th row	전라남도 여수시 서교동 280-9 1동 102호

Value	Count	Frequency (%)
	9898	16.2%
전라남도	5051	8.3%
여수시	5051	8.3%
0001동	4227	6.9%
1동	3631	6.0%
101호	1774	2.9%
0101호	1705	2.8%
0201호	763	1.3%
0102호	660	1.1%
102호	626	1.0%
Other values (4111)	27628	45.3%

Most occurring characters

Value	Count	Frequency (%)
	51014	20.5%
0	32038	12.9%
1	28611	11.5%
동	14377	5.8%
호	10303	4.1%
2	8800	3.5%
여	5979	2.4%
수	5812	2.3%
남	5648	2.3%
3	5426	2.2%
Other values (219)	80636	32.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	93001	37.4%
Other Letter	90547	36.4%
Space Separator	51014	20.5%
Open Punctuation	4949	2.0%
Close Punctuation	4949	2.0%
Dash Punctuation	4184	1.7%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	14377	15.9%
호	10303	11.4%
여	5979	6.6%
수	5812	6.4%
남	5648	6.2%
시	5339	5.9%
도	5248	5.8%
라	5235	5.8%
전	5113	5.6%
로	2525	2.8%
Other values (205)	24968	27.6%

Decimal Number

Value	Count	Frequency (%)
0	32038	34.4%
1	28611	30.8%
2	8800	9.5%
3	5426	5.8%
4	3970	4.3%
5	3296	3.5%
7	2970	3.2%
8	2771	3.0%
6	2769	3.0%
9	2350	2.5%

Space Separator

Value	Count	Frequency (%)
	51014	100.0%

Open Punctuation

Value	Count	Frequency (%)
[	4949	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	4949	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4184	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	158097	63.6%
Hangul	90547	36.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	14377	15.9%
호	10303	11.4%
여	5979	6.6%
수	5812	6.4%
남	5648	6.2%
시	5339	5.9%
도	5248	5.8%
라	5235	5.8%
전	5113	5.6%
로	2525	2.8%
Other values (205)	24968	27.6%

Common

Value	Count	Frequency (%)
	51014	32.3%
0	32038	20.3%
1	28611	18.1%
2	8800	5.6%
3	5426	3.4%
[	4949	3.1%
]	4949	3.1%
-	4184	2.6%
4	3970	2.5%
5	3296	2.1%
Other values (4)	10860	6.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	158097	63.6%
Hangul	90547	36.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	51014	32.3%
0	32038	20.3%
1	28611	18.1%
2	8800	5.6%
3	5426	3.4%
[	4949	3.1%
]	4949	3.1%
-	4184	2.6%
4	3970	2.5%
5	3296	2.1%
Other values (4)	10860	6.9%

Hangul

Value	Count	Frequency (%)
동	14377	15.9%
호	10303	11.4%
여	5979	6.6%
수	5812	6.4%
남	5648	6.2%
시	5339	5.9%
도	5248	5.8%
라	5235	5.8%
전	5113	5.6%
로	2525	2.8%
Other values (205)	24968	27.6%

시가표준액
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	8926
Distinct (%)	89.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	57673173

Minimum	28800
Maximum	1.1671656 × 10¹⁰
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	28800
5-th percentile	612415
Q1	4998510
median	19824400
Q3	56689828
95-th percentile	1.9398998 × 10⁸
Maximum	1.1671656 × 10¹⁰
Range	1.1671627 × 10¹⁰
Interquartile range (IQR)	51691318

Descriptive statistics

Standard deviation	2.0428475 × 10⁸
Coefficient of variation (CV)	3.5421105
Kurtosis	1195.4067
Mean	57673173
Median Absolute Deviation (MAD)	17329180
Skewness	26.779751
Sum	5.7673173 × 10¹¹
Variance	4.1732259 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25194400	21	0.2%
5133150	17	0.2%
22917340	16	0.2%
6642000	14	0.1%
17719200	14	0.1%
10838900	12	0.1%
4998510	12	0.1%
6092600	11	0.1%
31860000	10	0.1%
6048000	10	0.1%
Other values (8916)	9863	98.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
28800	1	< 0.1%
36000	1	< 0.1%
39000	1	< 0.1%
40000	1	< 0.1%
40320	1	< 0.1%
43200	1	< 0.1%
45000	2	< 0.1%
46500	1	< 0.1%
52270	1	< 0.1%
60000	1	< 0.1%

Value	Count	Frequency (%)
11671655800	1	< 0.1%
5158340490	1	< 0.1%
4670263080	1	< 0.1%
4606916320	1	< 0.1%
4474421950	1	< 0.1%
3524062080	1	< 0.1%
3348299950	1	< 0.1%
2853346650	1	< 0.1%
2835024690	1	< 0.1%
2789396790	1	< 0.1%

연면적
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	5863
Distinct (%)	58.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	154.19662

Minimum	0.24
Maximum	26430.38
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0.24
5-th percentile	8.6875
Q1	32.6775
median	74.5
Q3	147.9075
95-th percentile	493.509
Maximum	26430.38
Range	26430.14
Interquartile range (IQR)	115.23

Descriptive statistics

Standard deviation	471.50301
Coefficient of variation (CV)	3.0578039
Kurtosis	1294.709
Mean	154.19662
Median Absolute Deviation (MAD)	49.325
Skewness	28.594754
Sum	1541966.2
Variance	222315.09
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18.0	165	1.7%
27.0	104	1.0%
36.0	41	0.4%
9.0	36	0.4%
12.0	35	0.4%
15.0	32	0.3%
15.3	30	0.3%
30.0	30	0.3%
54.0	29	0.3%
84.0	28	0.3%
Other values (5853)	9470	94.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.24	1	< 0.1%
0.45	1	< 0.1%
1.0	4	< 0.1%
1.08	1	< 0.1%
1.2	4	< 0.1%
1.27	1	< 0.1%
1.32	1	< 0.1%
1.37	1	< 0.1%
1.44	3	< 0.1%
1.5	7	0.1%

Value	Count	Frequency (%)
26430.38	1	< 0.1%
19140.41	1	< 0.1%
10246.7	1	< 0.1%
8778.69	1	< 0.1%
8675.23	1	< 0.1%
7568.78	1	< 0.1%
7175.97	1	< 0.1%
6899.58	1	< 0.1%
6053.06	1	< 0.1%
5313.0	1	< 0.1%

기준일자
Categorical

HIGH CORRELATION

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

20170601	7778
20180601	2222

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	20170601
2nd row	20180601
3rd row	20170601
4th row	20170601
5th row	20170601

Common Values

Value	Count	Frequency (%)
20170601	7778	77.8%
20180601	2222	22.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
20170601	7778	77.8%
20180601	2222	22.2%

Heatmap
Table

	과세년도	법정동	법정리	특수지	본번	부번	동	시가표준액	연면적	기준일자
과세년도	1.000	0.371	0.307	0.009	0.298	0.052	0.065	0.018	0.000	1.000
법정동	0.371	1.000	0.686	0.158	0.507	0.088	0.115	0.000	0.000	0.371
법정리	0.307	0.686	1.000	0.106	0.293	0.086	0.054	0.000	0.000	0.307
특수지	0.009	0.158	0.106	1.000	0.085	0.000	0.000	0.000	0.000	0.009
본번	0.298	0.507	0.293	0.085	1.000	0.072	0.171	0.282	0.152	0.298
부번	0.052	0.088	0.086	0.000	0.072	1.000	0.000	0.000	0.000	0.052
동	0.065	0.115	0.054	0.000	0.171	0.000	1.000	0.000	0.000	0.065
시가표준액	0.018	0.000	0.000	0.000	0.282	0.000	0.000	1.000	0.954	0.018
연면적	0.000	0.000	0.000	0.000	0.152	0.000	0.000	0.954	1.000	0.000
기준일자	1.000	0.371	0.307	0.009	0.298	0.052	0.065	0.018	0.000	1.000

Heatmap
Table

	과세년도	기준일자	특수지
과세년도	1.000	1.000	0.014
기준일자	1.000	1.000	0.014
특수지	0.014	0.014	1.000

Heatmap
Table

	법정동	법정리	본번	부번	동	시가표준액	연면적	과세년도	특수지	기준일자
법정동	1.000	0.641	0.143	-0.084	0.286	-0.120	-0.010	0.453	0.119	0.453
법정리	0.641	1.000	0.159	0.007	0.057	-0.160	-0.022	0.204	0.124	0.204
본번	0.143	0.159	1.000	-0.173	0.049	-0.013	-0.024	0.229	0.050	0.229
부번	-0.084	0.007	-0.173	1.000	-0.189	0.003	-0.022	0.053	0.000	0.053
동	0.286	0.057	0.049	-0.189	1.000	-0.031	-0.031	0.047	0.000	0.047
시가표준액	-0.120	-0.160	-0.013	0.003	-0.031	1.000	0.831	0.013	0.000	0.013
연면적	-0.010	-0.022	-0.024	-0.022	-0.031	0.831	1.000	0.000	0.000	0.000
과세년도	0.453	0.204	0.229	0.053	0.047	0.013	0.000	1.000	0.014	1.000
특수지	0.119	0.124	0.050	0.000	0.000	0.000	0.000	0.014	1.000	0.014
기준일자	0.453	0.204	0.229	0.053	0.047	0.013	0.000	1.000	0.014	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
55305	전라남도	여수시	46130	2017	350	30	1	742	9	1	0104	[ 여자대동길 3-1 ] 0001동 0104호	5875200	28.8	20170601
85092	전라남도	여수시	46130	2018	150	0	1	481	1	1	8101	[ 상암로 624 ] 0001동 8101호	25931840	73.67	20180601
51053	전라남도	여수시	46130	2017	144	0	1	1741	0	1	0101	전라남도 여수시 중흥동 1741 1동 101호	19216540	44.38	20170601
25266	전라남도	여수시	46130	2017	143	0	1	205	12	1	0101	전라남도 여수시 평여동 205-12 1동 101호	3012270	12.71	20170601
4417	전라남도	여수시	46130	2017	113	0	1	280	9	1	0102	전라남도 여수시 서교동 280-9 1동 102호	4363920	52.2	20170601
10242	전라남도	여수시	46130	2017	133	0	1	38	19	1	8101	[ 새터로 80 ] 0001동 8101호	24894590	90.46	20170601
3971	전라남도	여수시	46130	2017	110	0	1	490	3	1	0301	[ 충무로 54 ] 0001동 0301호	88077000	157.0	20170601
12981	전라남도	여수시	46130	2017	128	0	1	98	2	1	0101	전라남도 여수시 학동 98-2 1동 101호	52979540	129.82	20170601
66817	전라남도	여수시	46130	2017	130	0	1	725	16	1	0401	[ 장성1길 26 ] 0001동 0401호	53336850	96.45	20170601
3720	전라남도	여수시	46130	2017	106	0	1	463	1	1	0102	[ 진남로 96 ] 0001동 0102호	147840	2.1	20170601

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	기준일자
66718	전라남도	여수시	46130	2017	130	0	1	441	1	203	1104	전라남도 여수시 안산동 441-1 203동 1104호	21945000	79.8	20170601
44743	전라남도	여수시	46130	2017	139	0	1	122	12	1	0002	[ 좌수영로 813 ] 0001동 0002호	1041950	4.55	20170601
2225	전라남도	여수시	46130	2017	104	0	1	1014	0	0	0101	[ 관문서1길 28-1 ] 0000동 0101호	14850000	90.0	20170601
72490	전라남도	여수시	46130	2018	108	0	1	505	1	0	0101	[ 중앙로 48-1 ] 0000동 0101호	28057370	67.3	20180601
35945	전라남도	여수시	46130	2017	118	0	1	33	14	1	0101	전라남도 여수시 신월동 33-14 1동 101호	752000	75.2	20170601
5558	전라남도	여수시	46130	2017	110	0	1	544	1	1	0101	전라남도 여수시 충무동 544-1 1동 101호	16703280	210.9	20170601
17521	전라남도	여수시	46130	2017	142	0	1	1	0	2	0101	전라남도 여수시 월하동 1 2동 101호	1118260	4.42	20170601
82627	전라남도	여수시	46130	2018	115	0	1	255	23	1	0102	[ 봉산남1길 26-1 ] 0001동 0102호	119680	1.6	20180601
10848	전라남도	여수시	46130	2017	133	0	1	129	6	1	0101	[ 신월로 6-1 ] 0001동 0101호	95653440	120.44	20170601
54540	전라남도	여수시	46130	2017	310	22	1	1178	2	1	0401	[ 죽림중앙로 13-38 ] 0001동 0401호	60611900	83.95	20170601

Most frequently occurring

	시도명	시군구명	자치단체코드	과세년도	법정동	특수지	본번	부번	동	호	물건지	시가표준액	연면적	기준일자	# duplicates
0	전라남도	여수시	46130	2017	124	1	940	0	1	8101	[ 해양경찰로 122 ] 0001동 8101호	12551200	23.2	20170601	2
1	전라남도	여수시	46130	2017	128	1	36	1	1	0504	[ 시청로 34 ] 0001동 0504호	45720180	76.97	20170601	2
2	전라남도	여수시	46130	2017	134	1	1558	2	1	0101	[ 신월로 284-1 ] 0001동 0101호	7264500	21.75	20170601	2
3	전라남도	여수시	46130	2017	141	1	48	8	1	0101	전라남도 여수시 화치동 48-8 1동 101호	1836000	12.0	20170601	2
4	전라남도	여수시	46130	2017	141	1	48	21	3	0101	전라남도 여수시 화치동 48-21 3동 101호	26730000	198.0	20170601	2
5	전라남도	여수시	46130	2017	141	1	1293	0	1	0101	전라남도 여수시 화치동 1293 1동 101호	11020160	42.88	20170601	2
6	전라남도	여수시	46130	2017	141	1	1410	0	900	0102	전라남도 여수시 화치동 1410 900동 102호	5175000	37.5	20170601	2
7	전라남도	여수시	46130	2017	143	1	287	0	1	0101	전라남도 여수시 평여동 287 1동 101호	646050	8.85	20170601	2
8	전라남도	여수시	46130	2017	143	1	287	1	2	0101	전라남도 여수시 평여동 287-1 2동 101호	4293000	27.0	20170601	2
9	전라남도	여수시	46130	2017	144	1	1721	0	3	0101	전라남도 여수시 중흥동 1721 3동 101호	1722600	8.7	20170601	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

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

Other Letter

Decimal Number

Space Separator

Open Punctuation

Close Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

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