gimi9 Pandas Profiling

Dataset statistics

Number of variables	14
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.2 MiB
Average record size in memory	130.0 B

Variable types

Categorical	5
Numeric	7
Text	2

Dataset

Description	지방세법에 의한 표준지방세시스템을 통해 작성된 일반건축물에 대한 지방세 부과기준인 시가표준액을 시군구명 , 자치단체코드, 과세년도, 법정도, 법정리, 특수지, 본번, 부번, 동, 호, 물건지, 시가표준액, 연면적 등의 항목으로 제공합니다.
Author	전라북도 부안군
URL	https://www.data.go.kr/data/15080118/fileData.do

Alerts

`시도명` has constant value ""	Constant
`시군구명` has constant value ""	Constant
`자치단체코드` has constant value ""	Constant
`과세연도` has constant value ""	Constant
`시가표준액` is highly overall correlated with `연면적`	High correlation
`연면적` is highly overall correlated with `시가표준액`	High correlation
`특수지` is highly imbalanced (94.3%)	Imbalance
`시가표준액` is highly skewed (γ1 = 52.85173812)	Skewed
`연면적` is highly skewed (γ1 = 42.24422423)	Skewed
`물건지` has unique values	Unique
`부번` has 2233 (22.3%) zeros	Zeros
`동` has 245 (2.5%) zeros	Zeros

Reproduction

Analysis started	2024-03-14 19:47:01.921804
Analysis finished	2024-03-14 19:47:16.526407
Duration	14.6 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

전라북도	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
전라북도	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
전라북도	10000	100.0%

시군구명
Categorical

CONSTANT

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

부안군	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
부안군	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
부안군	10000	100.0%

자치단체코드
Categorical

CONSTANT

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

45800	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	45800
2nd row	45800
3rd row	45800
4th row	45800
5th row	45800

Common Values

Value	Count	Frequency (%)
45800	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
45800	10000	100.0%

과세연도
Categorical

CONSTANT

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

2023	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2023
2nd row	2023
3rd row	2023
4th row	2023
5th row	2023

Common Values

Value	Count	Frequency (%)
2023	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2023	10000	100.0%

법정동
Real number (ℝ)

Distinct	13
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	336.605

Minimum	250
Maximum	420
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	250
5-th percentile	250
Q1	310
median	350
Q3	380
95-th percentile	410
Maximum	420
Range	170
Interquartile range (IQR)	70

Descriptive statistics

Standard deviation	54.275764
Coefficient of variation (CV)	0.16124468
Kurtosis	-0.97958752
Mean	336.605
Median Absolute Deviation (MAD)	30
Skewness	-0.50754513
Sum	3366050
Variance	2945.8586
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
250	2303	23.0%
360	1362	13.6%
350	753	7.5%
370	708	7.1%
380	700	7.0%
410	637	6.4%
400	604	6.0%
330	593	5.9%
340	577	5.8%
320	541	5.4%
Other values (3)	1222	12.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
250	2303	23.0%
310	520	5.2%
320	541	5.4%
330	593	5.9%
340	577	5.8%
350	753	7.5%
360	1362	13.6%
370	708	7.1%
380	700	7.0%
390	511	5.1%

Value	Count	Frequency (%)
420	191	1.9%
410	637	6.4%
400	604	6.0%
390	511	5.1%
380	700	7.0%
370	708	7.1%
360	1362	13.6%
350	753	7.5%
340	577	5.8%
330	593	5.9%

법정리
Real number (ℝ)

Distinct	12
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23.7554

Minimum	21
Maximum	32
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	21
5-th percentile	21
Q1	22
median	23
Q3	25
95-th percentile	29
Maximum	32
Range	11
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.4887327
Coefficient of variation (CV)	0.10476492
Kurtosis	1.0692659
Mean	23.7554
Median Absolute Deviation (MAD)	1
Skewness	1.1402667
Sum	237554
Variance	6.1937902
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
22	2176	21.8%
24	1879	18.8%
21	1805	18.1%
23	1200	12.0%
25	938	9.4%
26	643	6.4%
27	460	4.6%
28	299	3.0%
29	232	2.3%
30	170	1.7%
Other values (2)	198	2.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
21	1805	18.1%
22	2176	21.8%
23	1200	12.0%
24	1879	18.8%
25	938	9.4%
26	643	6.4%
27	460	4.6%
28	299	3.0%
29	232	2.3%
30	170	1.7%

Value	Count	Frequency (%)
32	155	1.6%
31	43	0.4%
30	170	1.7%
29	232	2.3%
28	299	3.0%
27	460	4.6%
26	643	6.4%
25	938	9.4%
24	1879	18.8%
23	1200	12.0%

특수지
Categorical

IMBALANCE

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

1	9888
2	110
7	2

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	9888	98.9%
2	110	1.1%
7	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	9888	98.9%
2	110	1.1%
7	2	< 0.1%

본번
Real number (ℝ)

Distinct	1412
Distinct (%)	14.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	511.8683

Minimum	1
Maximum	4599
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	28
Q1	199
median	427
Q3	679
95-th percentile	1159
Maximum	4599
Range	4598
Interquartile range (IQR)	480

Descriptive statistics

Standard deviation	511.65469
Coefficient of variation (CV)	0.99958269
Kurtosis	20.884326
Mean	511.8683
Median Absolute Deviation (MAD)	235
Skewness	3.6565295
Sum	5118683
Variance	261790.53
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
574	183	1.8%
788	105	1.1%
769	97	1.0%
1	81	0.8%
132	72	0.7%
374	71	0.7%
455	60	0.6%
257	54	0.5%
12	53	0.5%
42	46	0.5%
Other values (1402)	9178	91.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	81	0.8%
2	21	0.2%
3	18	0.2%
4	19	0.2%
5	19	0.2%
6	9	0.1%
7	18	0.2%
8	12	0.1%
9	13	0.1%
10	17	0.2%

Value	Count	Frequency (%)
4599	1	< 0.1%
4557	2	< 0.1%
4518	1	< 0.1%
4515	1	< 0.1%
4514	1	< 0.1%
4513	1	< 0.1%
4511	1	< 0.1%
4510	1	< 0.1%
4466	2	< 0.1%
4455	2	< 0.1%

부번
Real number (ℝ)

ZEROS

Distinct	189
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.5096

Minimum	0
Maximum	264
Zeros	2233
Zeros (%)	22.3%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	3
Q3	9
95-th percentile	61
Maximum	264
Range	264
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	25.904015
Coefficient of variation (CV)	2.2506443
Kurtosis	23.272756
Mean	11.5096
Median Absolute Deviation (MAD)	3
Skewness	4.3403499
Sum	115096
Variance	671.01801
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2233	22.3%
1	1810	18.1%
2	758	7.6%
3	682	6.8%
4	554	5.5%
5	447	4.5%
6	360	3.6%
7	275	2.8%
8	252	2.5%
9	226	2.3%
Other values (179)	2403	24.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2233	22.3%
1	1810	18.1%
2	758	7.6%
3	682	6.8%
4	554	5.5%
5	447	4.5%
6	360	3.6%
7	275	2.8%
8	252	2.5%
9	226	2.3%

Value	Count	Frequency (%)
264	2	< 0.1%
258	1	< 0.1%
257	1	< 0.1%
232	1	< 0.1%
230	1	< 0.1%
222	1	< 0.1%
220	2	< 0.1%
219	2	< 0.1%
218	2	< 0.1%
217	2	< 0.1%

동
Real number (ℝ)

ZEROS

Distinct	84
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	45.6849

Minimum	0
Maximum	7003
Zeros	245
Zeros (%)	2.5%
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	3
Maximum	7003
Range	7003
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	549.70419
Coefficient of variation (CV)	12.032514
Kurtosis	156.08415
Mean	45.6849
Median Absolute Deviation (MAD)	0
Skewness	12.566667
Sum	456849
Variance	302174.69
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	8231	82.3%
2	1006	10.1%
0	245	2.5%
3	181	1.8%
4	67	0.7%
5	32	0.3%
7001	27	0.3%
7002	25	0.2%
6	17	0.2%
301	12	0.1%
Other values (74)	157	1.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	245	2.5%
1	8231	82.3%
2	1006	10.1%
3	181	1.8%
4	67	0.7%
5	32	0.3%
6	17	0.2%
7	8	0.1%
8	9	0.1%
9	8	0.1%

Value	Count	Frequency (%)
7003	10	0.1%
7002	25	0.2%
7001	27	0.3%
700	1	< 0.1%
600	1	< 0.1%
500	1	< 0.1%
400	1	< 0.1%
301	12	0.1%
300	1	< 0.1%
200	1	< 0.1%

호
Text

Distinct	250
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

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

Characters and Unicode

Total characters	40000
Distinct characters	11
Distinct categories	2 ?
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	142 ?
Unique (%)	1.4%

Sample

1st row	9999
2nd row	9999
3rd row	9999
4th row	9999
5th row	9999

Value	Count	Frequency (%)
9999	9129	91.3%
0101	67	0.7%
0102	50	0.5%
0103	40	0.4%
0104	38	0.4%
0201	37	0.4%
0202	26	0.3%
0105	26	0.3%
0106	22	0.2%
0301	21	0.2%
Other values (240)	544	5.4%

Most occurring characters

Value	Count	Frequency (%)
9	36564	91.4%
0	1485	3.7%
1	827	2.1%
2	370	0.9%
3	207	0.5%
4	156	0.4%
8	140	0.4%
5	106	0.3%
6	83	0.2%
7	58	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	39996	> 99.9%
Uppercase Letter	4	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
9	36564	91.4%
0	1485	3.7%
1	827	2.1%
2	370	0.9%
3	207	0.5%
4	156	0.4%
8	140	0.4%
5	106	0.3%
6	83	0.2%
7	58	0.1%

Uppercase Letter

Value	Count	Frequency (%)
B	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	39996	> 99.9%
Latin	4	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
9	36564	91.4%
0	1485	3.7%
1	827	2.1%
2	370	0.9%
3	207	0.5%
4	156	0.4%
8	140	0.4%
5	106	0.3%
6	83	0.2%
7	58	0.1%

Latin

Value	Count	Frequency (%)
B	4	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	40000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
9	36564	91.4%
0	1485	3.7%
1	827	2.1%
2	370	0.9%
3	207	0.5%
4	156	0.4%
8	140	0.4%
5	106	0.3%
6	83	0.2%
7	58	0.1%

물건지
Text

UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	32
Median length	31
Mean length	30.9817
Min length	30

Characters and Unicode

Total characters	309817
Distinct characters	117
Distinct categories	5 ?
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	10000 ?
Unique (%)	100.0%

Sample

1st row	계화면 창북리 1 0889-0011 0001동 9999호
2nd row	위도면 진리 1 0252-0001 0002동 9999호
3rd row	부안읍 내요리 1 0381-0011 0001동 9999호
4th row	부안읍 봉덕리 1 0786-0010 0001동 9999호
5th row	부안읍 모산리 1 0339-0001 0001동 9999호

Value	Count	Frequency (%)
1	9888	16.5%
9999호	9129	15.2%
0001동	8231	13.7%
부안읍	2303	3.8%
변산면	1362	2.3%
0002동	1006	1.7%
보안면	753	1.3%
진서면	708	1.2%
봉덕리	706	1.2%
백산면	700	1.2%
Other values (6853)	25214	42.0%

Most occurring characters

Value	Count	Frequency (%)
0	74356	24.0%
	50000	16.1%
9	39264	12.7%
1	26379	8.5%
동	11345	3.7%
호	10208	3.3%
리	10000	3.2%
-	10000	3.2%
면	7697	2.5%
2	6564	2.1%
Other values (107)	64004	20.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	169996	54.9%
Other Letter	79817	25.8%
Space Separator	50000	16.1%
Dash Punctuation	10000	3.2%
Uppercase Letter	4	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	11345	14.2%
호	10208	12.8%
리	10000	12.5%
면	7697	9.6%
안	3797	4.8%
산	3180	4.0%
서	2735	3.4%
부	2346	2.9%
읍	2303	2.9%
포	1971	2.5%
Other values (94)	24235	30.4%

Decimal Number

Value	Count	Frequency (%)
0	74356	43.7%
9	39264	23.1%
1	26379	15.5%
2	6564	3.9%
3	4748	2.8%
4	4576	2.7%
5	4134	2.4%
7	3630	2.1%
6	3295	1.9%
8	3050	1.8%

Space Separator

Value	Count	Frequency (%)
	50000	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	10000	100.0%

Uppercase Letter

Value	Count	Frequency (%)
B	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	229996	74.2%
Hangul	79817	25.8%
Latin	4	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	11345	14.2%
호	10208	12.8%
리	10000	12.5%
면	7697	9.6%
안	3797	4.8%
산	3180	4.0%
서	2735	3.4%
부	2346	2.9%
읍	2303	2.9%
포	1971	2.5%
Other values (94)	24235	30.4%

Common

Value	Count	Frequency (%)
0	74356	32.3%
	50000	21.7%
9	39264	17.1%
1	26379	11.5%
-	10000	4.3%
2	6564	2.9%
3	4748	2.1%
4	4576	2.0%
5	4134	1.8%
7	3630	1.6%
Other values (2)	6345	2.8%

Latin

Value	Count	Frequency (%)
B	4	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	230000	74.2%
Hangul	79817	25.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	74356	32.3%
	50000	21.7%
9	39264	17.1%
1	26379	11.5%
-	10000	4.3%
2	6564	2.9%
3	4748	2.1%
4	4576	2.0%
5	4134	1.8%
7	3630	1.6%
Other values (3)	6349	2.8%

Hangul

Value	Count	Frequency (%)
동	11345	14.2%
호	10208	12.8%
리	10000	12.5%
면	7697	9.6%
안	3797	4.8%
산	3180	4.0%
서	2735	3.4%
부	2346	2.9%
읍	2303	2.9%
포	1971	2.5%
Other values (94)	24235	30.4%

시가표준액
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	8385
Distinct (%)	83.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.0403815 × 10⁸

Minimum	42000
Maximum	5.2089539 × 10¹⁰
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	42000
5-th percentile	646730
Q1	2995950
median	12487215
Q3	59076777
95-th percentile	4.1503392 × 10⁸
Maximum	5.2089539 × 10¹⁰
Range	5.2089497 × 10¹⁰
Interquartile range (IQR)	56080827

Descriptive statistics

Standard deviation	6.5669876 × 10⁸
Coefficient of variation (CV)	6.3120958
Kurtosis	3966.9279
Mean	1.0403815 × 10⁸
Median Absolute Deviation (MAD)	11143490
Skewness	52.851738
Sum	1.0403815 × 10¹²
Variance	4.3125327 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11985243	32	0.3%
22910220	28	0.3%
20323591	24	0.2%
700000	24	0.2%
560000	19	0.2%
633600	18	0.2%
76923000	18	0.2%
420000	16	0.2%
980000	16	0.2%
705600	16	0.2%
Other values (8375)	9789	97.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
42000	1	< 0.1%
48000	1	< 0.1%
72000	4	< 0.1%
90000	2	< 0.1%
126000	1	< 0.1%
134400	1	< 0.1%
138500	1	< 0.1%
140000	2	< 0.1%
142800	1	< 0.1%
144000	1	< 0.1%

Value	Count	Frequency (%)
52089539139	1	< 0.1%
12632566820	1	< 0.1%
9819808320	1	< 0.1%
9743268000	1	< 0.1%
9465042017	1	< 0.1%
8435772953	1	< 0.1%
7390809380	1	< 0.1%
7068080681	1	< 0.1%
7032607250	1	< 0.1%
6486889590	1	< 0.1%

연면적
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	6128
Distinct (%)	61.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	382.31473

Minimum	0.8772
Maximum	96468
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0.8772
5-th percentile	18
Q1	54
median	121.895
Q3	318.9475
95-th percentile	1558.2105
Maximum	96468
Range	96467.123
Interquartile range (IQR)	264.9475

Descriptive statistics

Standard deviation	1549.6521
Coefficient of variation (CV)	4.0533413
Kurtosis	2423.9654
Mean	382.31473
Median Absolute Deviation (MAD)	85.895
Skewness	42.244224
Sum	3823147.3
Variance	2401421.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18.0	251	2.5%
16.5	60	0.6%
10.0	57	0.6%
100.0	49	0.5%
36.0	49	0.5%
70.0	48	0.5%
30.0	44	0.4%
40.0	44	0.4%
60.0	42	0.4%
330.0	41	0.4%
Other values (6118)	9315	93.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.8772	1	< 0.1%
2.0	3	< 0.1%
2.5	1	< 0.1%
3.0	1	< 0.1%
3.24	1	< 0.1%
3.6	2	< 0.1%
3.75	1	< 0.1%
4.136	1	< 0.1%
4.2	1	< 0.1%
4.39	1	< 0.1%

Value	Count	Frequency (%)
96468.0	1	< 0.1%
86071.35	1	< 0.1%
20506.92	1	< 0.1%
19841.0	1	< 0.1%
17088.16	1	< 0.1%
16570.72	1	< 0.1%
15054.74	1	< 0.1%
13030.31	1	< 0.1%
12335.2402	1	< 0.1%
12281.37	1	< 0.1%

Phik (φk)
Auto

Heatmap
Table

	법정동	법정리	특수지	본번	부번	동	시가표준액	연면적
법정동	1.000	0.383	0.074	0.310	0.160	0.176	0.040	0.020
법정리	0.383	1.000	0.100	0.353	0.228	0.211	0.000	0.000
특수지	0.074	0.100	1.000	0.106	0.000	0.000	0.000	0.000
본번	0.310	0.353	0.106	1.000	0.117	0.130	0.042	0.098
부번	0.160	0.228	0.000	0.117	1.000	0.000	0.000	0.000
동	0.176	0.211	0.000	0.130	0.000	1.000	0.000	0.000
시가표준액	0.040	0.000	0.000	0.042	0.000	0.000	1.000	0.680
연면적	0.020	0.000	0.000	0.098	0.000	0.000	0.680	1.000

Heatmap
Table

	법정동	법정리	본번	부번	동	시가표준액	연면적	특수지
법정동	1.000	-0.070	0.074	-0.042	0.063	-0.114	-0.002	0.053
법정리	-0.070	1.000	0.000	-0.103	-0.028	-0.096	0.031	0.059
본번	0.074	0.000	1.000	-0.082	-0.039	0.131	0.119	0.063
부번	-0.042	-0.103	-0.082	1.000	-0.126	0.008	-0.071	0.000
동	0.063	-0.028	-0.039	-0.126	1.000	-0.065	-0.056	0.000
시가표준액	-0.114	-0.096	0.131	0.008	-0.065	1.000	0.665	0.000
연면적	-0.002	0.031	0.119	-0.071	-0.056	0.665	1.000	0.000
특수지	0.053	0.059	0.063	0.000	0.000	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	과세연도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적
4374	전라북도	부안군	45800	2023	340	22	1	889	11	1	9999	계화면 창북리 1 0889-0011 0001동 9999호	10580000	84.64
10310	전라북도	부안군	45800	2023	420	21	1	252	1	2	9999	위도면 진리 1 0252-0001 0002동 9999호	8164800	77.76
2235	전라북도	부안군	45800	2023	250	30	1	381	11	1	9999	부안읍 내요리 1 0381-0011 0001동 9999호	256664233	1908.45
1740	전라북도	부안군	45800	2023	250	24	1	786	10	1	9999	부안읍 봉덕리 1 0786-0010 0001동 9999호	88847771	283.42
2029	전라북도	부안군	45800	2023	250	26	1	339	1	1	9999	부안읍 모산리 1 0339-0001 0001동 9999호	1314000	131.4
5705	전라북도	부안군	45800	2023	360	22	1	20	2	2	9999	변산면 격포리 1 0020-0002 0002동 9999호	1401600	12.0
2725	전라북도	부안군	45800	2023	310	26	1	486	18	1	9999	주산면 사산리 1 0486-0018 0001동 9999호	10341870	85.47
1982	전라북도	부안군	45800	2023	250	25	1	200	4	1	9999	부안읍 신운리 1 0200-0004 0001동 9999호	207993450	456.73
6233	전라북도	부안군	45800	2023	360	22	1	769	13	1	0189	변산면 격포리 1 0769-0013 0001동 0189호	12066779	18.3514
860	전라북도	부안군	45800	2023	250	22	1	506	5	1	9999	부안읍 서외리 1 0506-0005 0001동 9999호	263810460	530.55

	시도명	시군구명	자치단체코드	과세연도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적
3814	전라북도	부안군	45800	2023	330	23	1	765	0	1	9999	행안면 진동리 1 0765-0000 0001동 9999호	4373460	49.14
6181	전라북도	부안군	45800	2023	360	22	1	769	13	1	0137	변산면 격포리 1 0769-0013 0001동 0137호	11985243	18.2274
8158	전라북도	부안군	45800	2023	380	28	1	257	4	1	9999	백산면 평교리 1 0257-0004 0001동 9999호	910000	65.0
7919	전라북도	부안군	45800	2023	380	24	1	957	11	1	9999	백산면 대수리 1 0957-0011 0001동 9999호	91960000	2090.0
9829	전라북도	부안군	45800	2023	410	21	1	839	3	1	9999	줄포면 줄포리 1 0839-0003 0001동 9999호	2987420	42.56
2113	전라북도	부안군	45800	2023	250	28	1	7	3	1	9999	부안읍 연곡리 1 0007-0003 0001동 9999호	86844527	1258.7
9028	전라북도	부안군	45800	2023	400	21	1	657	5	1	9999	하서면 청호리 1 0657-0005 0001동 9999호	2241720	57.48
3088	전라북도	부안군	45800	2023	320	22	1	616	1	1	9999	동진면 내기리 1 0616-0001 0001동 9999호	27725760	134.08
981	전라북도	부안군	45800	2023	250	23	1	11	2	1	9999	부안읍 선은리 1 0011-0002 0001동 9999호	3233400	63.4
8625	전라북도	부안군	45800	2023	390	22	1	734	15	1	9999	상서면 가오리 1 0734-0015 0001동 9999호	59789000	1133.9

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

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

Space Separator

Dash Punctuation

Uppercase Letter

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Interactions

Correlations

Missing values

Sample