gimi9 Pandas Profiling

Dataset statistics

Number of variables	15
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	32
Duplicate rows (%)	0.3%
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	일반 건축물에 대한 물건지 별 시가표준액 2017~2020년 정보 (시도명, 시군구명, 자치단체코드, 과세년도, 법정동, 법정리, 특수지, 본번, 부번, 동, 호, 물건지, 시가표준액, 연면적 등)
Author	충청남도 공주시
URL	https://www.data.go.kr/data/15080846/fileData.do

Alerts

`시도명` has constant value ""	Constant
`시군구명` has constant value ""	Constant
`자치단체코드` has constant value ""	Constant
Dataset has 32 (0.3%) 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 (90.7%)	Imbalance
`법정리` has 3831 (38.3%) zeros	Zeros
`부번` has 2799 (28.0%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 03:40:15.870597
Analysis finished	2023-12-12 03:40:25.541288
Duration	9.67 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

충청남도	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
충청남도	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
충청남도	10000	100.0%

시군구명
Categorical

CONSTANT

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

공주시	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
공주시	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
공주시	10000	100.0%

자치단체코드
Categorical

CONSTANT

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

44150	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	44150
2nd row	44150
3rd row	44150
4th row	44150
5th row	44150

Common Values

Value	Count	Frequency (%)
44150	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
44150	10000	100.0%

과세년도
Categorical

HIGH CORRELATION

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

2019	3439
2018	3342
2017	3208
2020	11

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

Common Values

Value	Count	Frequency (%)
2019	3439	34.4%
2018	3342	33.4%
2017	3208	32.1%
2020	11	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2019	3439	34.4%
2018	3342	33.4%
2017	3208	32.1%
2020	11	0.1%

법정동
Real number (ℝ)

HIGH CORRELATION

Distinct	37
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	253.8176

Minimum	101
Maximum	400
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	101
5-th percentile	104
Q1	120
median	310
Q3	360
95-th percentile	390
Maximum	400
Range	299
Interquartile range (IQR)	240

Descriptive statistics

Standard deviation	115.20095
Coefficient of variation (CV)	0.45387296
Kurtosis	-1.7108303
Mean	253.8176
Median Absolute Deviation (MAD)	70
Skewness	-0.254623
Sum	2538176
Variance	13271.258
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=37)

Value	Count	Frequency (%)
120	1187	11.9%
340	818	8.2%
370	796	8.0%
380	792	7.9%
250	783	7.8%
330	707	7.1%
320	590	5.9%
310	475	4.8%
390	464	4.6%
360	422	4.2%
Other values (27)	2966	29.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
101	87	0.9%
102	71	0.7%
103	57	0.6%
104	308	3.1%
105	342	3.4%
106	94	0.9%
107	134	1.3%
108	187	1.9%
109	195	1.9%
110	132	1.3%

Value	Count	Frequency (%)
400	322	3.2%
390	464	4.6%
380	792	7.9%
370	796	8.0%
360	422	4.2%
340	818	8.2%
330	707	7.1%
320	590	5.9%
310	475	4.8%
250	783	7.8%

법정리
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	24
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.3685

Minimum	0
Maximum	43
Zeros	3831
Zeros (%)	38.3%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	23
Q3	29
95-th percentile	36
Maximum	43
Range	43
Interquartile range (IQR)	29

Descriptive statistics

Standard deviation	14.289567
Coefficient of variation (CV)	0.82272891
Kurtosis	-1.6206832
Mean	17.3685
Median Absolute Deviation (MAD)	10
Skewness	-0.22390896
Sum	173685
Variance	204.19173
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0	3831	38.3%
21	716	7.2%
23	579	5.8%
33	485	4.9%
24	432	4.3%
29	422	4.2%
27	388	3.9%
25	373	3.7%
26	373	3.7%
28	345	3.5%
Other values (14)	2056	20.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3831	38.3%
21	716	7.2%
22	210	2.1%
23	579	5.8%
24	432	4.3%
25	373	3.7%
26	373	3.7%
27	388	3.9%
28	345	3.5%
29	422	4.2%

Value	Count	Frequency (%)
43	26	0.3%
42	11	0.1%
41	20	0.2%
40	23	0.2%
39	40	0.4%
38	159	1.6%
37	141	1.4%
36	171	1.7%
35	315	3.1%
34	174	1.7%

특수지
Categorical

IMBALANCE

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

1	9882
2	118

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	9882	98.8%
2	118	1.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	9882	98.8%
2	118	1.2%

본번
Real number (ℝ)

Distinct	833
Distinct (%)	8.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	315.6561

Minimum	1
Maximum	1201
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	17
Q1	137
median	267
Q3	487
95-th percentile	728
Maximum	1201
Range	1200
Interquartile range (IQR)	350

Descriptive statistics

Standard deviation	229.40334
Coefficient of variation (CV)	0.72675086
Kurtosis	-0.39033882
Mean	315.6561
Median Absolute Deviation (MAD)	158
Skewness	0.66206183
Sum	3156561
Variance	52625.894
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
147	88	0.9%
182	83	0.8%
1	83	0.8%
186	76	0.8%
360	66	0.7%
5	65	0.7%
725	63	0.6%
608	56	0.6%
22	53	0.5%
3	52	0.5%
Other values (823)	9315	93.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	83	0.8%
2	36	0.4%
3	52	0.5%
4	14	0.1%
5	65	0.7%
6	18	0.2%
7	15	0.1%
8	19	0.2%
9	13	0.1%
10	30	0.3%

Value	Count	Frequency (%)
1201	1	< 0.1%
1117	1	< 0.1%
1025	4	< 0.1%
1016	3	< 0.1%
1007	1	< 0.1%
999	1	< 0.1%
992	2	< 0.1%
963	2	< 0.1%
962	7	0.1%
961	8	0.1%

부번
Real number (ℝ)

ZEROS

Distinct	150
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.6748

Minimum	0
Maximum	314
Zeros	2799
Zeros (%)	28.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	6
95-th percentile	24
Maximum	314
Range	314
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	18.325726
Coefficient of variation (CV)	2.7455094
Kurtosis	66.9481
Mean	6.6748
Median Absolute Deviation (MAD)	2
Skewness	7.2517582
Sum	66748
Variance	335.83223
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2799	28.0%
1	1865	18.6%
2	1027	10.3%
3	766	7.7%
4	504	5.0%
5	390	3.9%
6	351	3.5%
7	274	2.7%
8	207	2.1%
10	199	2.0%
Other values (140)	1618	16.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2799	28.0%
1	1865	18.6%
2	1027	10.3%
3	766	7.7%
4	504	5.0%
5	390	3.9%
6	351	3.5%
7	274	2.7%
8	207	2.1%
9	184	1.8%

Value	Count	Frequency (%)
314	1	< 0.1%
279	1	< 0.1%
273	1	< 0.1%
222	1	< 0.1%
220	2	< 0.1%
210	1	< 0.1%
209	1	< 0.1%
208	1	< 0.1%
206	2	< 0.1%
203	1	< 0.1%

동
Real number (ℝ)

Distinct	46
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.9177

Minimum	0
Maximum	9301
Zeros	94
Zeros (%)	0.9%
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	3
Maximum	9301
Range	9301
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	437.02839
Coefficient of variation (CV)	14.607687
Kurtosis	332.76866
Mean	29.9177
Median Absolute Deviation (MAD)	0
Skewness	17.862184
Sum	299177
Variance	190993.81
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
1	8621	86.2%
2	706	7.1%
3	189	1.9%
0	94	0.9%
4	89	0.9%
5	41	0.4%
7	36	0.4%
6	35	0.4%
1000	20	0.2%
14	18	0.2%
Other values (36)	151	1.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	94	0.9%
1	8621	86.2%
2	706	7.1%
3	189	1.9%
4	89	0.9%
5	41	0.4%
6	35	0.4%
7	36	0.4%
8	12	0.1%
9	9	0.1%

Value	Count	Frequency (%)
9301	4	< 0.1%
9300	1	< 0.1%
9001	2	< 0.1%
9000	5	0.1%
8000	2	< 0.1%
7000	12	0.1%
6000	1	< 0.1%
5002	1	< 0.1%
5001	2	< 0.1%
4001	2	< 0.1%

호
Text

Distinct	156
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	6
Median length	3
Mean length	2.7002
Min length	1

Characters and Unicode

Total characters	27002
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	78 ?
Unique (%)	0.8%

Sample

1st row	8101
2nd row	301
3rd row	1
4th row	4
5th row	2

Value	Count	Frequency (%)
101	4642	46.4%
1	986	9.9%
201	955	9.6%
102	922	9.2%
2	370	3.7%
301	340	3.4%
8101	286	2.9%
103	250	2.5%
202	140	1.4%
3	134	1.3%
Other values (146)	975	9.8%

Most occurring characters

Value	Count	Frequency (%)
1	13911	51.5%
0	8259	30.6%
2	2805	10.4%
3	883	3.3%
8	384	1.4%
4	353	1.3%
5	189	0.7%
6	112	0.4%
7	64	0.2%
9	40	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	27000	> 99.9%
Dash Punctuation	2	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	13911	51.5%
0	8259	30.6%
2	2805	10.4%
3	883	3.3%
8	384	1.4%
4	353	1.3%
5	189	0.7%
6	112	0.4%
7	64	0.2%
9	40	0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	27002	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	13911	51.5%
0	8259	30.6%
2	2805	10.4%
3	883	3.3%
8	384	1.4%
4	353	1.3%
5	189	0.7%
6	112	0.4%
7	64	0.2%
9	40	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	27002	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	13911	51.5%
0	8259	30.6%
2	2805	10.4%
3	883	3.3%
8	384	1.4%
4	353	1.3%
5	189	0.7%
6	112	0.4%
7	64	0.2%
9	40	0.1%

물건지
Text

Distinct	7999
Distinct (%)	80.0%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	32
Median length	29
Mean length	26.5563
Min length	18

Characters and Unicode

Total characters	265563
Distinct characters	308
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	6604 ?
Unique (%)	66.0%

Sample

1st row	충청남도 공주시 정안면 광정리 164 1동 8101호
2nd row	[ 평목길 96 ] 0001동 0301호
3rd row	[ 효부길 32 ] 0001동 0001호
4th row	[ 용당길 12 ] 0001동 0004호
5th row	충청남도 공주시 금흥동 125-2 1동 2호

Value	Count	Frequency (%)
	7044	10.9%
공주시	6478	10.0%
충청남도	6478	10.0%
1동	5399	8.4%
0001동	3222	5.0%
101호	3188	4.9%
0101호	1454	2.3%
1호	668	1.0%
우성면	622	1.0%
102호	588	0.9%
Other values (4271)	29401	45.6%

Most occurring characters

Value	Count	Frequency (%)
	54545	20.5%
1	30143	11.4%
0	25388	9.6%
동	12371	4.7%
호	10061	3.8%
2	8797	3.3%
남	6696	2.5%
공	6647	2.5%
주	6605	2.5%
도	6596	2.5%
Other values (298)	97714	36.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	111726	42.1%
Decimal Number	86446	32.6%
Space Separator	54545	20.5%
Dash Punctuation	5802	2.2%
Open Punctuation	3522	1.3%
Close Punctuation	3522	1.3%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	12371	11.1%
호	10061	9.0%
남	6696	6.0%
공	6647	5.9%
주	6605	5.9%
도	6596	5.9%
시	6592	5.9%
청	6589	5.9%
충	6484	5.8%
리	4613	4.1%
Other values (284)	38472	34.4%

Decimal Number

Value	Count	Frequency (%)
1	30143	34.9%
0	25388	29.4%
2	8797	10.2%
3	4903	5.7%
4	3642	4.2%
5	3346	3.9%
6	2902	3.4%
8	2725	3.2%
7	2653	3.1%
9	1947	2.3%

Space Separator

Value	Count	Frequency (%)
	54545	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5802	100.0%

Open Punctuation

Value	Count	Frequency (%)
[	3522	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	3522	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	153837	57.9%
Hangul	111726	42.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	12371	11.1%
호	10061	9.0%
남	6696	6.0%
공	6647	5.9%
주	6605	5.9%
도	6596	5.9%
시	6592	5.9%
청	6589	5.9%
충	6484	5.8%
리	4613	4.1%
Other values (284)	38472	34.4%

Common

Value	Count	Frequency (%)
	54545	35.5%
1	30143	19.6%
0	25388	16.5%
2	8797	5.7%
-	5802	3.8%
3	4903	3.2%
4	3642	2.4%
[	3522	2.3%
]	3522	2.3%
5	3346	2.2%
Other values (4)	10227	6.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	153837	57.9%
Hangul	111726	42.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	54545	35.5%
1	30143	19.6%
0	25388	16.5%
2	8797	5.7%
-	5802	3.8%
3	4903	3.2%
4	3642	2.4%
[	3522	2.3%
]	3522	2.3%
5	3346	2.2%
Other values (4)	10227	6.6%

Hangul

Value	Count	Frequency (%)
동	12371	11.1%
호	10061	9.0%
남	6696	6.0%
공	6647	5.9%
주	6605	5.9%
도	6596	5.9%
시	6592	5.9%
청	6589	5.9%
충	6484	5.8%
리	4613	4.1%
Other values (284)	38472	34.4%

시가표준액
Real number (ℝ)

HIGH CORRELATION

Distinct	8811
Distinct (%)	88.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	58466719

Minimum	19200
Maximum	4.2523372 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	19200
5-th percentile	470352
Q1	3276000
median	14885325
Q3	54997920
95-th percentile	2.4797173 × 10⁸
Maximum	4.2523372 × 10⁹
Range	4.252318 × 10⁹
Interquartile range (IQR)	51721920

Descriptive statistics

Standard deviation	1.436782 × 10⁸
Coefficient of variation (CV)	2.4574357
Kurtosis	149.4944
Mean	58466719
Median Absolute Deviation (MAD)	13765885
Skewness	9.0696113
Sum	5.8466719 × 10¹¹
Variance	2.0643425 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1980000	22	0.2%
936000	17	0.2%
738000	14	0.1%
900000	12	0.1%
756000	11	0.1%
720000	10	0.1%
1320000	10	0.1%
828000	9	0.1%
324000	9	0.1%
846000	9	0.1%
Other values (8801)	9877	98.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19200	1	< 0.1%
21600	2	< 0.1%
27600	1	< 0.1%
33600	1	< 0.1%
36400	1	< 0.1%
39600	1	< 0.1%
43200	1	< 0.1%
44640	1	< 0.1%
51030	1	< 0.1%
51480	1	< 0.1%

Value	Count	Frequency (%)
4252337150	1	< 0.1%
3228929510	1	< 0.1%
2629197600	1	< 0.1%
2344890990	1	< 0.1%
2065080040	1	< 0.1%
1965578770	1	< 0.1%
1853118690	1	< 0.1%
1843342530	1	< 0.1%
1789042500	1	< 0.1%
1750239030	1	< 0.1%

연면적
Real number (ℝ)

HIGH CORRELATION

Distinct	5281
Distinct (%)	52.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	199.25783

Minimum	1
Maximum	10382.41
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	13.9795
Q1	43.545
median	102.24
Q3	199.26
95-th percentile	757.044
Maximum	10382.41
Range	10381.41
Interquartile range (IQR)	155.715

Descriptive statistics

Standard deviation	346.04593
Coefficient of variation (CV)	1.7366742
Kurtosis	119.13965
Mean	199.25783
Median Absolute Deviation (MAD)	71.145
Skewness	7.5852294
Sum	1992578.3
Variance	119747.79
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18.0	270	2.7%
198.0	65	0.7%
50.0	47	0.5%
100.0	46	0.5%
330.0	37	0.4%
66.0	37	0.4%
27.0	36	0.4%
48.0	35	0.4%
200.0	35	0.4%
33.0	32	0.3%
Other values (5271)	9360	93.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.0	3	< 0.1%
1.3	1	< 0.1%
1.32	1	< 0.1%
1.38	2	< 0.1%
1.4	1	< 0.1%
1.8	1	< 0.1%
2.0	2	< 0.1%
2.04	1	< 0.1%
2.08	2	< 0.1%
2.4	2	< 0.1%

Value	Count	Frequency (%)
10382.41	1	< 0.1%
6219.87	1	< 0.1%
5416.99	1	< 0.1%
4880.0	1	< 0.1%
4337.64	1	< 0.1%
4158.42	1	< 0.1%
4095.16	1	< 0.1%
4087.1	1	< 0.1%
4028.86	1	< 0.1%
3941.0	1	< 0.1%

기준일자
Categorical

HIGH CORRELATION

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

2019-06-01	3439
2018-06-01	3342
2017-06-01	3208
2020-06-01	11

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2017-06-01
2nd row	2017-06-01
3rd row	2018-06-01
4th row	2018-06-01
5th row	2018-06-01

Common Values

Value	Count	Frequency (%)
2019-06-01	3439	34.4%
2018-06-01	3342	33.4%
2017-06-01	3208	32.1%
2020-06-01	11	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2019-06-01	3439	34.4%
2018-06-01	3342	33.4%
2017-06-01	3208	32.1%
2020-06-01	11	0.1%

Heatmap
Table

	과세년도	법정동	법정리	특수지	본번	부번	동	시가표준액	연면적	기준일자
과세년도	1.000	0.055	0.041	0.000	0.121	0.013	0.000	0.062	0.000	1.000
법정동	0.055	1.000	0.670	0.078	0.254	0.134	0.078	0.038	0.000	0.055
법정리	0.041	0.670	1.000	0.038	0.243	0.126	0.043	0.037	0.044	0.041
특수지	0.000	0.078	0.038	1.000	0.267	0.000	0.000	0.000	0.022	0.000
본번	0.121	0.254	0.243	0.267	1.000	0.168	0.045	0.066	0.049	0.121
부번	0.013	0.134	0.126	0.000	0.168	1.000	0.246	0.000	0.000	0.013
동	0.000	0.078	0.043	0.000	0.045	0.246	1.000	0.000	0.000	0.000
시가표준액	0.062	0.038	0.037	0.000	0.066	0.000	0.000	1.000	0.852	0.062
연면적	0.000	0.000	0.044	0.022	0.049	0.000	0.000	0.852	1.000	0.000
기준일자	1.000	0.055	0.041	0.000	0.121	0.013	0.000	0.062	0.000	1.000

Heatmap
Table

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

Heatmap
Table

	법정동	법정리	본번	부번	동	시가표준액	연면적	과세년도	특수지	기준일자
법정동	1.000	0.754	0.091	-0.210	0.045	-0.226	0.022	0.036	0.056	0.036
법정리	0.754	1.000	0.060	-0.226	0.040	-0.251	0.014	0.028	0.040	0.028
본번	0.091	0.060	1.000	-0.069	-0.023	0.085	0.042	0.073	0.204	0.073
부번	-0.210	-0.226	-0.069	1.000	-0.053	0.085	-0.064	0.008	0.000	0.008
동	0.045	0.040	-0.023	-0.053	1.000	-0.074	-0.045	0.000	0.000	0.000
시가표준액	-0.226	-0.251	0.085	0.085	-0.074	1.000	0.622	0.039	0.000	0.039
연면적	0.022	0.014	0.042	-0.064	-0.045	0.622	1.000	0.000	0.023	0.000
과세년도	0.036	0.028	0.073	0.008	0.000	0.039	0.000	1.000	0.000	1.000
특수지	0.056	0.040	0.204	0.000	0.000	0.000	0.023	0.000	1.000	0.000
기준일자	0.036	0.028	0.073	0.008	0.000	0.039	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
10644	충청남도	공주시	44150	2017	370	21	1	164	0	1	8101	충청남도 공주시 정안면 광정리 164 1동 8101호	235156810	966.9277	2017-06-01
5140	충청남도	공주시	44150	2017	380	25	1	17	0	1	301	[ 평목길 96 ] 0001동 0301호	9590400	16.2	2017-06-01
48189	충청남도	공주시	44150	2018	115	0	1	652	0	1	1	[ 효부길 32 ] 0001동 0001호	514800	39.6	2018-06-01
47253	충청남도	공주시	44150	2018	105	0	1	187	22	1	4	[ 용당길 12 ] 0001동 0004호	684450	5.85	2018-06-01
58126	충청남도	공주시	44150	2018	121	0	1	125	2	1	2	충청남도 공주시 금흥동 125-2 1동 2호	11736000	72.0	2018-06-01
30724	충청남도	공주시	44150	2018	330	32	1	6	0	1	1	충청남도 공주시 계룡면 금대리 6 1동 1호	15820000	140.0	2018-06-01
83755	충청남도	공주시	44150	2019	320	24	1	793	0	1	201	충청남도 공주시 탄천면 안영리 793 1동 201호	233230000	562.0	2019-06-01
89065	충청남도	공주시	44150	2020	340	33	1	930	0	1	401	[ 임금봉길 78-18 ] 0001동 0401호	629103620	817.0177	2020-06-01
70546	충청남도	공주시	44150	2019	117	0	1	817	1	1	101	[ 왕촌길 40 ] 0001동 0101호	12276600	33.18	2019-06-01
71371	충청남도	공주시	44150	2019	110	0	1	318	12	1	101	충청남도 공주시 금학동 318-12 1동 101호	60617080	78.79	2019-06-01

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	기준일자
24402	충청남도	공주시	44150	2017	120	0	1	588	16	2	101	충청남도 공주시 신관동 588-16 2동 101호	229280	34.74	2017-06-01
21629	충청남도	공주시	44150	2017	250	23	1	356	0	1	10	[ 중앙1길 62 ] 0001동 0010호	20161050	103.39	2017-06-01
47919	충청남도	공주시	44150	2018	109	0	1	292	1	1	101	[ 무령로 277 ] 0001동 0101호	15108500	27.47	2018-06-01
14364	충청남도	공주시	44150	2017	400	21	1	75	19	2	101	[ 산성길 4-7 ] 0002동 0101호	34100350	84.24	2017-06-01
61149	충청남도	공주시	44150	2019	104	0	1	244	3	5	101	충청남도 공주시 중동 244-3 5동 101호	86704200	1494.9	2019-06-01
35443	충청남도	공주시	44150	2018	390	31	1	464	1	1	101	충청남도 공주시 사곡면 월가리 464-1 1동 101호	792000	330.0	2018-06-01
6870	충청남도	공주시	44150	2017	370	35	1	522	2	1	101	충청남도 공주시 정안면 사현리 522-2 1동 101호	57623040	236.16	2017-06-01
59367	충청남도	공주시	44150	2019	390	30	1	271	2	1	1	충청남도 공주시 사곡면 회학리 271-2 1동 1호	1027000	102.7	2019-06-01
58884	충청남도	공주시	44150	2019	390	22	1	574	1	1	102	충청남도 공주시 사곡면 신영리 574-1 1동 102호	733680	183.42	2019-06-01
38240	충청남도	공주시	44150	2018	310	26	1	202	0	1	1	충청남도 공주시 이인면 목동리 202 1동 1호	40977200	61.16	2018-06-01

Most frequently occurring

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	기준일자	# duplicates
27	충청남도	공주시	44150	2019	340	33	1	335	0	1	102	충청남도 공주시 반포면 학봉리 335 1동 102호	2308740	2.8	2019-06-01	7
28	충청남도	공주시	44150	2019	340	33	1	794	17	1	101	충청남도 공주시 반포면 학봉리 794-17 1동 101호	2053800	3.15	2019-06-01	7
4	충청남도	공주시	44150	2017	340	29	1	360	0	1	101	충청남도 공주시 반포면 봉곡리 360 1동 101호	11491200	43.2	2017-06-01	6
13	충청남도	공주시	44150	2018	340	29	1	360	0	1	101	충청남도 공주시 반포면 봉곡리 360 1동 101호	5334000	21.0	2018-06-01	4
16	충청남도	공주시	44150	2018	340	33	1	794	17	1	101	충청남도 공주시 반포면 학봉리 794-17 1동 101호	2056950	3.15	2018-06-01	4
23	충청남도	공주시	44150	2019	310	37	1	575	0	1	101	충청남도 공주시 이인면 신영리 575 1동 101호	780160	195.04	2019-06-01	3
25	충청남도	공주시	44150	2019	340	29	1	360	0	1	101	충청남도 공주시 반포면 봉곡리 360 1동 101호	5082000	21.0	2019-06-01	3
0	충청남도	공주시	44150	2017	250	30	1	1	0	1	101	충청남도 공주시 유구읍 구계리 1 1동 101호	5184000	129.6	2017-06-01	2
1	충청남도	공주시	44150	2017	320	31	1	168	14	1	101	충청남도 공주시 탄천면 송학리 168-14 1동 101호	70950000	330.0	2017-06-01	2
2	충청남도	공주시	44150	2017	320	31	2	15	7	1	101	충청남도 공주시 탄천면 송학리 산 15-7 1동 101호	576000	192.0	2017-06-01	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

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

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

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring