gimi9 Pandas Profiling

Dataset statistics

Number of variables	15
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	55
Duplicate rows (%)	0.5%
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	강원도 강릉시의 일반건축물에 대한 지방세 부과기준인 시가표준액을 제공하는 데이터로 물건별 재산가액 확인이 가능합니다.
URL	https://www.data.go.kr/data/15084155/fileData.do

Alerts

`시도명` has constant value ""	Constant
`시군구명` has constant value ""	Constant
`자치단체코드` has constant value ""	Constant
`과세년도` has constant value ""	Constant
`기준일자` has constant value ""	Constant
Dataset has 55 (0.5%) duplicate rows	Duplicates
`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 (89.8%)	Imbalance
`법정리` has 6061 (60.6%) zeros	Zeros
`부번` has 2589 (25.9%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 08:09:12.509538
Analysis finished	2023-12-12 08:09:20.597456
Duration	8.09 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

강원특별자치도	10000

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
강원특별자치도	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
강원특별자치도	10000	100.0%

시군구명
Categorical

CONSTANT

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

강릉시	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
강릉시	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
강릉시	10000	100.0%

자치단체코드
Categorical

CONSTANT

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

51150	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	51150
2nd row	51150
3rd row	51150
4th row	51150
5th row	51150

Common Values

Value	Count	Frequency (%)
51150	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
51150	10000	100.0%

과세년도
Categorical

CONSTANT

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

2022	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2022
2nd row	2022
3rd row	2022
4th row	2022
5th row	2022

Common Values

Value	Count	Frequency (%)
2022	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2022	10000	100.0%

법정동
Real number (ℝ)

HIGH CORRELATION

Distinct	47
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	195.9061

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	105
Q1	111
median	125
Q3	320
95-th percentile	360
Maximum	370
Range	269
Interquartile range (IQR)	209

Descriptive statistics

Standard deviation	104.70698
Coefficient of variation (CV)	0.53447535
Kurtosis	-1.4443402
Mean	195.9061
Median Absolute Deviation (MAD)	16
Skewness	0.6061926
Sum	1959061
Variance	10963.552
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
250	1005	10.1%
111	972	9.7%
110	965	9.7%
340	722	7.2%
360	554	5.5%
370	484	4.8%
113	459	4.6%
109	457	4.6%
350	416	4.2%
101	326	3.3%
Other values (37)	3640	36.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
101	326	3.3%
102	46	0.5%
103	29	0.3%
104	37	0.4%
105	197	2.0%
106	83	0.8%
107	84	0.8%
108	185	1.8%
109	457	4.6%
110	965	9.7%

Value	Count	Frequency (%)
370	484	4.8%
360	554	5.5%
350	416	4.2%
340	722	7.2%
330	302	3.0%
320	171	1.7%
310	285	2.9%
250	1005	10.1%
139	20	0.2%
138	212	2.1%

법정리
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	12
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.543

Minimum	0
Maximum	31
Zeros	6061
Zeros (%)	60.6%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	22
95-th percentile	28
Maximum	31
Range	31
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	11.968161
Coefficient of variation (CV)	1.2541298
Kurtosis	-1.6487806
Mean	9.543
Median Absolute Deviation (MAD)	0
Skewness	0.50311986
Sum	95430
Variance	143.23687
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	6061	60.6%
22	925	9.2%
21	636	6.4%
23	476	4.8%
25	428	4.3%
28	299	3.0%
24	270	2.7%
26	261	2.6%
27	240	2.4%
29	192	1.9%
Other values (2)	212	2.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6061	60.6%
21	636	6.4%
22	925	9.2%
23	476	4.8%
24	270	2.7%
25	428	4.3%
26	261	2.6%
27	240	2.4%
28	299	3.0%
29	192	1.9%

Value	Count	Frequency (%)
31	30	0.3%
30	182	1.8%
29	192	1.9%
28	299	3.0%
27	240	2.4%
26	261	2.6%
25	428	4.3%
24	270	2.7%
23	476	4.8%
22	925	9.2%

특수지
Categorical

IMBALANCE

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

1	9867
2	133

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	9867	98.7%
2	133	1.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	9867	98.7%
2	133	1.3%

본번
Real number (ℝ)

Distinct	1378
Distinct (%)	13.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	493.9155

Minimum	1
Maximum	2214
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	11
Q1	124
median	312
Q3	779.25
95-th percentile	1307
Maximum	2214
Range	2213
Interquartile range (IQR)	655.25

Descriptive statistics

Standard deviation	472.15073
Coefficient of variation (CV)	0.95593422
Kurtosis	0.72114598
Mean	493.9155
Median Absolute Deviation (MAD)	244
Skewness	1.172504
Sum	4939155
Variance	222926.31
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	234	2.3%
258	133	1.3%
8	102	1.0%
312	100	1.0%
86	95	0.9%
265	89	0.9%
190	78	0.8%
21	77	0.8%
123	75	0.8%
1278	63	0.6%
Other values (1368)	8954	89.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	234	2.3%
2	39	0.4%
3	31	0.3%
4	10	0.1%
5	8	0.1%
6	15	0.1%
7	19	0.2%
8	102	1.0%
9	16	0.2%
10	22	0.2%

Value	Count	Frequency (%)
2214	8	0.1%
2131	1	< 0.1%
2112	1	< 0.1%
2111	1	< 0.1%
2058	1	< 0.1%
2049	1	< 0.1%
2047	2	< 0.1%
2024	1	< 0.1%
1984	2	< 0.1%
1948	1	< 0.1%

부번
Real number (ℝ)

ZEROS

Distinct	222
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.0854

Minimum	0
Maximum	685
Zeros	2589
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
95-th percentile	54
Maximum	685
Range	685
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	38.093346
Coefficient of variation (CV)	3.1520137
Kurtosis	77.177551
Mean	12.0854
Median Absolute Deviation (MAD)	2
Skewness	7.4659827
Sum	120854
Variance	1451.103
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2589	25.9%
1	1612	16.1%
2	901	9.0%
4	688	6.9%
3	642	6.4%
5	428	4.3%
6	340	3.4%
7	264	2.6%
8	263	2.6%
10	190	1.9%
Other values (212)	2083	20.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2589	25.9%
1	1612	16.1%
2	901	9.0%
3	642	6.4%
4	688	6.9%
5	428	4.3%
6	340	3.4%
7	264	2.6%
8	263	2.6%
9	180	1.8%

Value	Count	Frequency (%)
685	1	< 0.1%
681	1	< 0.1%
662	1	< 0.1%
592	1	< 0.1%
512	3	< 0.1%
508	1	< 0.1%
483	1	< 0.1%
458	4	< 0.1%
444	1	< 0.1%
405	1	< 0.1%

동
Real number (ℝ)

Distinct	105
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	757.7673

Minimum	0
Maximum	9207
Zeros	14
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	2
95-th percentile	7003
Maximum	9207
Range	9207
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2165.182
Coefficient of variation (CV)	2.8573178
Kurtosis	6.761573
Mean	757.7673
Median Absolute Deviation (MAD)	0
Skewness	2.9075634
Sum	7577673
Variance	4688013.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	7229	72.3%
1001	749	7.5%
2	591	5.9%
7001	283	2.8%
8001	187	1.9%
9000	116	1.2%
8002	108	1.1%
3	98	1.0%
7002	67	0.7%
1002	52	0.5%
Other values (95)	520	5.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14	0.1%
1	7229	72.3%
2	591	5.9%
3	98	1.0%
4	45	0.4%
5	37	0.4%
6	19	0.2%
7	7	0.1%
8	3	< 0.1%
9	4	< 0.1%

Value	Count	Frequency (%)
9207	4	< 0.1%
9105	1	< 0.1%
9002	2	< 0.1%
9001	16	0.2%
9000	116	1.2%
8019	5	0.1%
8009	2	< 0.1%
8008	4	< 0.1%
8007	1	< 0.1%
8006	2	< 0.1%

호
Text

Distinct	647
Distinct (%)	6.5%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	6
Median length	4
Mean length	4.012
Min length	3

Characters and Unicode

Total characters	40120
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

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

Unique

Unique	408 ?
Unique (%)	4.1%

Sample

1st row	0101
2nd row	0201
3rd row	0101
4th row	0501
5th row	0102

Value	Count	Frequency (%)
0101	4167	41.7%
0201	1028	10.3%
0102	985	9.8%
0103	429	4.3%
8101	427	4.3%
0301	392	3.9%
0202	229	2.3%
0401	192	1.9%
0104	173	1.7%
0501	104	1.0%
Other values (637)	1874	18.7%

Most occurring characters

Value	Count	Frequency (%)
0	18780	46.8%
1	13856	34.5%
2	3277	8.2%
3	1368	3.4%
8	842	2.1%
4	712	1.8%
5	441	1.1%
6	305	0.8%
7	251	0.6%
9	148	0.4%
Other values (3)	140	0.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	39980	99.7%
Uppercase Letter	74	0.2%
Dash Punctuation	66	0.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	18780	47.0%
1	13856	34.7%
2	3277	8.2%
3	1368	3.4%
8	842	2.1%
4	712	1.8%
5	441	1.1%
6	305	0.8%
7	251	0.6%
9	148	0.4%

Uppercase Letter

Value	Count	Frequency (%)
A	44	59.5%
B	30	40.5%

Dash Punctuation

Value	Count	Frequency (%)
-	66	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	40046	99.8%
Latin	74	0.2%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	18780	46.9%
1	13856	34.6%
2	3277	8.2%
3	1368	3.4%
8	842	2.1%
4	712	1.8%
5	441	1.1%
6	305	0.8%
7	251	0.6%
9	148	0.4%

Latin

Value	Count	Frequency (%)
A	44	59.5%
B	30	40.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	40120	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	18780	46.8%
1	13856	34.5%
2	3277	8.2%
3	1368	3.4%
8	842	2.1%
4	712	1.8%
5	441	1.1%
6	305	0.8%
7	251	0.6%
9	148	0.4%
Other values (3)	140	0.3%

물건지
Text

Distinct	9421
Distinct (%)	94.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	40
Median length	35
Mean length	28.109
Min length	21

Characters and Unicode

Total characters	281090
Distinct characters	261
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	9076 ?
Unique (%)	90.8%

Sample

1st row	[ 괴일길 110 ] 0001동 0101호
2nd row	[ 남구길18번길 27 ] 0001동 0201호
3rd row	[ 안현로 300 ] 0001동 0101호
4th row	강원특별자치도 강릉시 지변동 123 1동 501호
5th row	[ 샘물터길 8 ] 0001동 0102호

Value	Count	Frequency (%)
	10036	16.0%
강원특별자치도	4982	8.0%
강릉시	4982	8.0%
0001동	4420	7.1%
1동	2809	4.5%
101호	2319	3.7%
0101호	1848	3.0%
1001동	749	1.2%
주문진읍	652	1.0%
0201호	623	1.0%
Other values (5214)	29187	46.6%

Most occurring characters

Value	Count	Frequency (%)
	52607	18.7%
0	34071	12.1%
1	31228	11.1%
동	13563	4.8%
강	11590	4.1%
호	10112	3.6%
2	9742	3.5%
릉	5308	1.9%
3	5196	1.8%
시	5181	1.8%
Other values (251)	102492	36.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	113501	40.4%
Decimal Number	100332	35.7%
Space Separator	52607	18.7%
Close Punctuation	5018	1.8%
Open Punctuation	5018	1.8%
Dash Punctuation	4540	1.6%
Uppercase Letter	74	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	13563	11.9%
강	11590	10.2%
호	10112	8.9%
릉	5308	4.7%
시	5181	4.6%
원	5060	4.5%
도	5023	4.4%
별	5003	4.4%
자	4984	4.4%
치	4982	4.4%
Other values (235)	42695	37.6%

Decimal Number

Value	Count	Frequency (%)
0	34071	34.0%
1	31228	31.1%
2	9742	9.7%
3	5196	5.2%
4	3959	3.9%
8	3540	3.5%
7	3389	3.4%
5	3367	3.4%
6	3326	3.3%
9	2514	2.5%

Uppercase Letter

Value	Count	Frequency (%)
A	44	59.5%
B	30	40.5%

Space Separator

Value	Count	Frequency (%)
	52607	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	5018	100.0%

Open Punctuation

Value	Count	Frequency (%)
[	5018	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4540	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	167515	59.6%
Hangul	113501	40.4%
Latin	74	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	13563	11.9%
강	11590	10.2%
호	10112	8.9%
릉	5308	4.7%
시	5181	4.6%
원	5060	4.5%
도	5023	4.4%
별	5003	4.4%
자	4984	4.4%
치	4982	4.4%
Other values (235)	42695	37.6%

Common

Value	Count	Frequency (%)
	52607	31.4%
0	34071	20.3%
1	31228	18.6%
2	9742	5.8%
3	5196	3.1%
]	5018	3.0%
[	5018	3.0%
-	4540	2.7%
4	3959	2.4%
8	3540	2.1%
Other values (4)	12596	7.5%

Latin

Value	Count	Frequency (%)
A	44	59.5%
B	30	40.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	167589	59.6%
Hangul	113501	40.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	52607	31.4%
0	34071	20.3%
1	31228	18.6%
2	9742	5.8%
3	5196	3.1%
]	5018	3.0%
[	5018	3.0%
-	4540	2.7%
4	3959	2.4%
8	3540	2.1%
Other values (6)	12670	7.6%

Hangul

Value	Count	Frequency (%)
동	13563	11.9%
강	11590	10.2%
호	10112	8.9%
릉	5308	4.7%
시	5181	4.6%
원	5060	4.5%
도	5023	4.4%
별	5003	4.4%
자	4984	4.4%
치	4982	4.4%
Other values (235)	42695	37.6%

시가표준액
Real number (ℝ)

HIGH CORRELATION

Distinct	8275
Distinct (%)	82.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	65518035

Minimum	13500
Maximum	7.9700419 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	13500
5-th percentile	671968.5
Q1	4785000
median	23669810
Q3	66776622
95-th percentile	2.2781956 × 10⁸
Maximum	7.9700419 × 10⁹
Range	7.9700284 × 10⁹
Interquartile range (IQR)	61991622

Descriptive statistics

Standard deviation	1.873593 × 10⁸
Coefficient of variation (CV)	2.8596599
Kurtosis	513.91687
Mean	65518035
Median Absolute Deviation (MAD)	21653810
Skewness	17.223716
Sum	6.5518035 × 10¹¹
Variance	3.5103507 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
65551310	176	1.8%
50733320	51	0.5%
45934770	38	0.4%
80982790	35	0.4%
31940110	30	0.3%
49983010	27	0.3%
4838400	26	0.3%
604800	22	0.2%
50904440	22	0.2%
127116380	20	0.2%
Other values (8265)	9553	95.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
13500	1	< 0.1%
38610	1	< 0.1%
54400	1	< 0.1%
58800	1	< 0.1%
59400	1	< 0.1%
64000	1	< 0.1%
70400	1	< 0.1%
72000	14	0.1%
78000	1	< 0.1%
78880	1	< 0.1%

Value	Count	Frequency (%)
7970041870	1	< 0.1%
6171459870	1	< 0.1%
4154160120	1	< 0.1%
3903306600	1	< 0.1%
3239461360	1	< 0.1%
2774320740	1	< 0.1%
2629181790	1	< 0.1%
2593959410	1	< 0.1%
2587847550	1	< 0.1%
2523650400	1	< 0.1%

연면적
Real number (ℝ)

HIGH CORRELATION

Distinct	5926
Distinct (%)	59.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	152.26761

Minimum	0.3
Maximum	11401
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0.3
5-th percentile	11.30803
Q1	30.8
median	69.0767
Q3	148.985
95-th percentile	508.0375
Maximum	11401
Range	11400.7
Interquartile range (IQR)	118.185

Descriptive statistics

Standard deviation	342.6797
Coefficient of variation (CV)	2.2505094
Kurtosis	243.10392
Mean	152.26761
Median Absolute Deviation (MAD)	48.0767
Skewness	11.898634
Sum	1522676.1
Variance	117429.38
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18.0	597	6.0%
60.3159	178	1.8%
27.0	144	1.4%
54.4349	51	0.5%
30.0	48	0.5%
15.0	43	0.4%
36.0	39	0.4%
50.92	38	0.4%
60.9948	35	0.4%
42.3609	30	0.3%
Other values (5916)	8797	88.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.3	1	< 0.1%
0.46	1	< 0.1%
0.81	3	< 0.1%
0.9	1	< 0.1%
0.99	1	< 0.1%
1.0	1	< 0.1%
1.04	1	< 0.1%
1.08	1	< 0.1%
1.24	1	< 0.1%
1.35	2	< 0.1%

Value	Count	Frequency (%)
11401.0	1	< 0.1%
8052.4	1	< 0.1%
7647.41	1	< 0.1%
7535.4	1	< 0.1%
6386.22	1	< 0.1%
5626.81	1	< 0.1%
5553.69	1	< 0.1%
5508.0	1	< 0.1%
5152.88	1	< 0.1%
4606.99	1	< 0.1%

기준일자
Categorical

CONSTANT

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

20220601	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	20220601
2nd row	20220601
3rd row	20220601
4th row	20220601
5th row	20220601

Common Values

Value	Count	Frequency (%)
20220601	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
20220601	10000	100.0%

Phik (φk)
Auto

Heatmap
Table

	법정동	법정리	특수지	본번	부번	동	시가표준액	연면적
법정동	1.000	0.684	0.158	0.295	0.151	0.239	0.029	0.072
법정리	0.684	1.000	0.105	0.390	0.251	0.357	0.026	0.041
특수지	0.158	0.105	1.000	0.120	0.000	0.029	0.000	0.000
본번	0.295	0.390	0.120	1.000	0.297	0.296	0.000	0.030
부번	0.151	0.251	0.000	0.297	1.000	0.058	0.000	0.000
동	0.239	0.357	0.029	0.296	0.058	1.000	0.000	0.038
시가표준액	0.029	0.026	0.000	0.000	0.000	0.000	1.000	0.793
연면적	0.072	0.041	0.000	0.030	0.000	0.038	0.793	1.000

Heatmap
Table

	법정동	법정리	본번	부번	동	시가표준액	연면적	특수지
법정동	1.000	0.842	-0.040	-0.118	0.200	-0.175	-0.079	0.113
법정리	0.842	1.000	-0.046	-0.098	0.156	-0.211	-0.080	0.128
본번	-0.040	-0.046	1.000	-0.019	-0.087	-0.014	0.025	0.092
부번	-0.118	-0.098	-0.019	1.000	-0.217	0.031	0.005	0.000
동	0.200	0.156	-0.087	-0.217	1.000	-0.194	-0.215	0.035
시가표준액	-0.175	-0.211	-0.014	0.031	-0.194	1.000	0.799	0.000
연면적	-0.079	-0.080	0.025	0.005	-0.215	0.799	1.000	0.000
특수지	0.113	0.128	0.092	0.000	0.035	0.000	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
14564	강원특별자치도	강릉시	51150	2022	310	22	1	30	2	1	0101	[ 괴일길 110 ] 0001동 0101호	25847500	122.5	20220601
35722	강원특별자치도	강릉시	51150	2022	111	0	1	1156	8	1	0201	[ 남구길18번길 27 ] 0001동 0201호	55944000	199.8	20220601
22528	강원특별자치도	강릉시	51150	2022	137	0	1	493	0	1	0101	[ 안현로 300 ] 0001동 0101호	76054070	83.82	20220601
24176	강원특별자치도	강릉시	51150	2022	132	0	1	123	0	1	0501	강원특별자치도 강릉시 지변동 123 1동 501호	698901460	1345.853	20220601
42658	강원특별자치도	강릉시	51150	2022	110	0	1	183	103	1	0102	[ 샘물터길 8 ] 0001동 0102호	35184480	63.74	20220601
36759	강원특별자치도	강릉시	51150	2022	111	0	1	1125	4	1	0102	[ 남구길17번길 19 ] 0001동 0102호	29672300	67.9	20220601
54191	강원특별자치도	강릉시	51150	2022	113	0	1	1	1	8001	0601	강원특별자치도 강릉시 강문동 1-1 8001동 601호	65551310	60.3159	20220601
8100	강원특별자치도	강릉시	51150	2022	340	28	1	11	9	1	0203	강원특별자치도 강릉시 강동면 정동진리 11-9 1동 203호	14128020	27.54	20220601
55655	강원특별자치도	강릉시	51150	2022	360	23	1	489	2	1	0101	강원특별자치도 강릉시 사천면 석교리 489-2 1동 101호	167066250	445.51	20220601
36950	강원특별자치도	강릉시	51150	2022	111	0	1	1081	1	1	0101	[ 강릉대로419번길 3 ] 0001동 0101호	60063120	129.6	20220601

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	기준일자
5837	강원특별자치도	강릉시	51150	2022	360	27	1	415	0	1001	0101	강원특별자치도 강릉시 사천면 방동리 415 1001동 101호	2470500	8.1	20220601
45480	강원특별자치도	강릉시	51150	2022	110	0	1	162	118	1	0201	[ 강릉대로 209 ] 0001동 0201호	33480000	111.6	20220601
10114	강원특별자치도	강릉시	51150	2022	350	21	1	368	1	2	0201	강원특별자치도 강릉시 옥계면 현내리 368-1 2동 201호	7029600	87.87	20220601
9132	강원특별자치도	강릉시	51150	2022	350	25	1	121	27	1	0101	[ 동해대로 290-36 ] 0001동 0101호	184715760	564.88	20220601
43026	강원특별자치도	강릉시	51150	2022	110	0	1	137	12	1	0201	[ 강릉대로 272 ] 0001동 0201호	54598500	330.9	20220601
23914	강원특별자치도	강릉시	51150	2022	138	0	1	730	0	8001	0202	강원특별자치도 강릉시 안현동 730 8001동 202호	26901000	63.0	20220601
27957	강원특별자치도	강릉시	51150	2022	125	0	1	639	27	1	0103	[ 강변로350번길 1 ] 0001동 0103호	2137590	24.14	20220601
11585	강원특별자치도	강릉시	51150	2022	330	27	1	601	0	1001	0101	강원특별자치도 강릉시 구정면 제비리 601 1001동 101호	820800	18.0	20220601
6336	강원특별자치도	강릉시	51150	2022	350	30	1	8	0	2	0101	강원특별자치도 강릉시 옥계면 산계리 8 2동 101호	104965120	632.32	20220601
38537	강원특별자치도	강릉시	51150	2022	111	0	1	1191	2	1	0201	[ 경강로 2333 ] 0001동 0201호	128278260	192.61	20220601

Most frequently occurring

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	기준일자	# duplicates
2	강원특별자치도	강릉시	51150	2022	110	0	1	61	2	1001	0101	강원특별자치도 강릉시 교동 61-2 1001동 101호	4838400	27.0	20220601	4
16	강원특별자치도	강릉시	51150	2022	129	0	1	22	0	29	0101	강원특별자치도 강릉시 병산동 22 29동 101호	33408960	79.735	20220601	4
50	강원특별자치도	강릉시	51150	2022	360	23	1	394	4	1	0101	강원특별자치도 강릉시 사천면 석교리 394-4 1동 101호	7873200	18.0	20220601	4
54	강원특별자치도	강릉시	51150	2022	370	23	1	1652	0	1	0101	[ 해안로 1177-32 ] 0001동 0101호	13349100	138.62	20220601	4
7	강원특별자치도	강릉시	51150	2022	111	0	1	652	16	1001	0101	강원특별자치도 강릉시 포남동 652-16 1001동 101호	5054400	27.0	20220601	3
12	강원특별자치도	강릉시	51150	2022	123	0	1	698	0	1	0101	강원특별자치도 강릉시 월호평동 698 1동 101호	12176170	126.44	20220601	3
17	강원특별자치도	강릉시	51150	2022	129	0	1	22	0	29	0101	강원특별자치도 강릉시 병산동 22 29동 101호	148896000	792.0	20220601	3
20	강원특별자치도	강릉시	51150	2022	132	0	2	54	0	1	0000	강원특별자치도 강릉시 지변동 산 54 1동	22633880	59.72	20220601	3
32	강원특별자치도	강릉시	51150	2022	340	23	1	659	1	1018	0101	강원특별자치도 강릉시 강동면 안인리 659-1 1018동 101호	3974400	36.0	20220601	3
36	강원특별자치도	강릉시	51150	2022	340	23	1	723	1	1001	0101	강원특별자치도 강릉시 강동면 안인리 723-1 1001동 101호	3628800	27.0	20220601	3

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

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Space Separator

Close Punctuation

Open Punctuation

Dash 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