gimi9 Pandas Profiling

Dataset statistics

Number of variables	14
Number of observations	10000
Missing cells	69
Missing cells (%)	< 0.1%
Duplicate rows	348
Duplicate rows (%)	3.5%
Total size in memory	1.2 MiB
Average record size in memory	129.0 B

Variable types

Categorical	5
Numeric	8
Text	1

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
URL	https://www.bigdatahub.go.kr/index.jeonbuk?startPage=1&menuCd=DOM_000000103007001000&pListTypeStr=&pId=15080118

Alerts

`시도명` has constant value ""	Constant
`시군구명` has constant value ""	Constant
`자치단체코드` has constant value ""	Constant
`과세연도` has constant value ""	Constant
Dataset has 348 (3.5%) 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 (92.8%)	Imbalance
`호` is highly skewed (γ1 = 90.30789745)	Skewed
`시가표준액` is highly skewed (γ1 = 29.58897596)	Skewed
`부번` has 2430 (24.3%) zeros	Zeros
`동` has 102 (1.0%) zeros	Zeros
`시가표준액` has 206 (2.1%) zeros	Zeros
`연면적` has 275 (2.8%) zeros	Zeros

Reproduction

Analysis started	2024-03-14 03:27:10.478566
Analysis finished	2024-03-14 03:27:27.511215
Duration	17.03 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

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)

Distinct	13
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	335.502

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	54.197802
Coefficient of variation (CV)	0.16154241
Kurtosis	-0.99915754
Mean	335.502
Median Absolute Deviation (MAD)	30
Skewness	-0.47178928
Sum	3355020
Variance	2937.4017
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
250	2333	23.3%
360	1386	13.9%
350	729	7.3%
410	690	6.9%
370	683	6.8%
330	664	6.6%
380	616	6.2%
340	603	6.0%
310	569	5.7%
400	559	5.6%
Other values (3)	1168	11.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
250	2333	23.3%
310	569	5.7%
320	525	5.2%
330	664	6.6%
340	603	6.0%
350	729	7.3%
360	1386	13.9%
370	683	6.8%
380	616	6.2%
390	474	4.7%

Value	Count	Frequency (%)
420	169	1.7%
410	690	6.9%
400	559	5.6%
390	474	4.7%
380	616	6.2%
370	683	6.8%
360	1386	13.9%
350	729	7.3%
340	603	6.0%
330	664	6.6%

법정리
Real number (ℝ)

Distinct	12
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23.7038

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	2.4864601
Coefficient of variation (CV)	0.10489711
Kurtosis	1.1174818
Mean	23.7038
Median Absolute Deviation (MAD)	1
Skewness	1.1553828
Sum	237038
Variance	6.1824838
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
22	2140	21.4%
24	1965	19.7%
21	1945	19.4%
23	1122	11.2%
25	875	8.8%
26	642	6.4%
27	422	4.2%
28	296	3.0%
29	235	2.4%
30	170	1.7%
Other values (2)	188	1.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
21	1945	19.4%
22	2140	21.4%
23	1122	11.2%
24	1965	19.7%
25	875	8.8%
26	642	6.4%
27	422	4.2%
28	296	3.0%
29	235	2.4%
30	170	1.7%

Value	Count	Frequency (%)
32	155	1.6%
31	33	0.3%
30	170	1.7%
29	235	2.4%
28	296	3.0%
27	422	4.2%
26	642	6.4%
25	875	8.8%
24	1965	19.7%
23	1122	11.2%

특수지
Categorical

IMBALANCE

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

1	9848
2	151
7	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	9848	98.5%
2	151	1.5%
7	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	9848	98.5%
2	151	1.5%
7	1	< 0.1%

본번
Real number (ℝ)

Distinct	1268
Distinct (%)	12.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	547.1362

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	24
Q1	197
median	439
Q3	723
95-th percentile	1333.55
Maximum	4599
Range	4598
Interquartile range (IQR)	526

Descriptive statistics

Standard deviation	594.14823
Coefficient of variation (CV)	1.0859238
Kurtosis	18.186383
Mean	547.1362
Median Absolute Deviation (MAD)	256
Skewness	3.6142339
Sum	5471362
Variance	353012.11
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
574	134	1.3%
1	119	1.2%
455	94	0.9%
132	71	0.7%
788	67	0.7%
42	61	0.6%
260	54	0.5%
1121	52	0.5%
3	44	0.4%
271	44	0.4%
Other values (1258)	9260	92.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	119	1.2%
2	23	0.2%
3	44	0.4%
4	20	0.2%
5	13	0.1%
6	2	< 0.1%
7	24	0.2%
8	15	0.1%
9	18	0.2%
10	19	0.2%

Value	Count	Frequency (%)
4599	1	< 0.1%
4557	3	< 0.1%
4518	3	< 0.1%
4515	8	0.1%
4514	2	< 0.1%
4513	2	< 0.1%
4511	3	< 0.1%
4510	1	< 0.1%
4466	6	0.1%
4455	6	0.1%

부번
Real number (ℝ)

ZEROS

Distinct	167
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.9631

Minimum	0
Maximum	264
Zeros	2430
Zeros (%)	24.3%
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	59
Maximum	264
Range	264
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	25.358424
Coefficient of variation (CV)	2.3130705
Kurtosis	22.117569
Mean	10.9631
Median Absolute Deviation (MAD)	3
Skewness	4.3096822
Sum	109631
Variance	643.04964
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2430	24.3%
1	1710	17.1%
2	817	8.2%
3	716	7.2%
4	531	5.3%
5	404	4.0%
6	333	3.3%
8	279	2.8%
7	278	2.8%
9	229	2.3%
Other values (157)	2273	22.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2430	24.3%
1	1710	17.1%
2	817	8.2%
3	716	7.2%
4	531	5.3%
5	404	4.0%
6	333	3.3%
7	278	2.8%
8	279	2.8%
9	229	2.3%

Value	Count	Frequency (%)
264	2	< 0.1%
258	1	< 0.1%
222	1	< 0.1%
220	2	< 0.1%
219	2	< 0.1%
218	1	< 0.1%
217	1	< 0.1%
210	1	< 0.1%
208	1	< 0.1%
207	1	< 0.1%

동
Real number (ℝ)

ZEROS

Distinct	52
Distinct (%)	0.5%
Missing	69
Missing (%)	0.7%
Infinite	0
Infinite (%)	0.0%
Mean	26.610311

Minimum	0
Maximum	7003
Zeros	102
Zeros (%)	1.0%
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	4
Maximum	7003
Range	7003
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	415.37066
Coefficient of variation (CV)	15.609387
Kurtosis	277.48735
Mean	26.610311
Median Absolute Deviation (MAD)	0
Skewness	16.704248
Sum	264267
Variance	172532.78
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	7520	75.2%
2	1355	13.6%
3	379	3.8%
4	167	1.7%
5	106	1.1%
0	102	1.0%
6	66	0.7%
7	35	0.4%
10	30	0.3%
8	23	0.2%
Other values (42)	148	1.5%
(Missing)	69	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	102	1.0%
1	7520	75.2%
2	1355	13.6%
3	379	3.8%
4	167	1.7%
5	106	1.1%
6	66	0.7%
7	35	0.4%
8	23	0.2%
9	23	0.2%

Value	Count	Frequency (%)
7003	6	0.1%
7002	12	0.1%
7001	17	0.2%
2009	1	< 0.1%
301	3	< 0.1%
105	1	< 0.1%
102	1	< 0.1%
101	3	< 0.1%
71	1	< 0.1%
69	1	< 0.1%

호
Real number (ℝ)

SKEWED

Distinct	203
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	248.2657

Minimum	0
Maximum	500003
Zeros	4
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	2
Q3	3
95-th percentile	103
Maximum	500003
Range	500003
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	5173.0602
Coefficient of variation (CV)	20.83679
Kurtosis	8713.705
Mean	248.2657
Median Absolute Deviation (MAD)	1
Skewness	90.307897
Sum	2482657
Variance	26760552
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	4602	46.0%
2	2083	20.8%
3	1056	10.6%
4	642	6.4%
5	350	3.5%
6	199	2.0%
9999	155	1.6%
7	129	1.3%
8	92	0.9%
9	66	0.7%
Other values (193)	626	6.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4	< 0.1%
1	4602	46.0%
2	2083	20.8%
3	1056	10.6%
4	642	6.4%
5	350	3.5%
6	199	2.0%
7	129	1.3%
8	92	0.9%
9	66	0.7%

Value	Count	Frequency (%)
500003	1	< 0.1%
9999	155	1.6%
8202	1	< 0.1%
8201	1	< 0.1%
8126	1	< 0.1%
8124	1	< 0.1%
8122	1	< 0.1%
8119	1	< 0.1%
8118	1	< 0.1%
8112	1	< 0.1%

물건지
Text

Distinct	9323
Distinct (%)	93.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	34
Median length	33
Mean length	27.8174
Min length	22

Characters and Unicode

Total characters	278174
Distinct characters	118
Distinct categories	4 ?
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	8812 ?
Unique (%)	88.1%

Sample

1st row	전라북도 부안군 변산면 마포리 261-1 1동 3호
2nd row	전라북도 부안군 하서면 석상리 622-4 1동 2호
3rd row	전라북도 부안군 백산면 신평리 61-67 1동 1호
4th row	전라북도 부안군 하서면 언독리 478-1 1동 3호
5th row	전라북도 부안군 보안면 영전리 160 2동 2호

Value	Count	Frequency (%)
전라북도	10000	14.3%
부안군	10000	14.3%
1동	7520	10.7%
1호	4602	6.6%
부안읍	2333	3.3%
2호	2083	3.0%
변산면	1386	2.0%
2동	1355	1.9%
3호	1056	1.5%
봉덕리	734	1.0%
Other values (4722)	28907	41.3%

Most occurring characters

Value	Count	Frequency (%)
	59976	21.6%
1	20366	7.3%
안	13882	5.0%
부	12375	4.4%
동	11262	4.0%
도	10481	3.8%
북	10277	3.7%
전	10211	3.7%
호	10188	3.7%
군	10000	3.6%
Other values (108)	109156	39.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	149741	53.8%
Decimal Number	60887	21.9%
Space Separator	59976	21.6%
Dash Punctuation	7570	2.7%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
안	13882	9.3%
부	12375	8.3%
동	11262	7.5%
도	10481	7.0%
북	10277	6.9%
전	10211	6.8%
호	10188	6.8%
군	10000	6.7%
라	10000	6.7%
리	10000	6.7%
Other values (96)	41065	27.4%

Decimal Number

Value	Count	Frequency (%)
1	20366	33.4%
2	8662	14.2%
3	5831	9.6%
4	5182	8.5%
5	4480	7.4%
7	3699	6.1%
9	3399	5.6%
6	3334	5.5%
8	3105	5.1%
0	2829	4.6%

Space Separator

Value	Count	Frequency (%)
	59976	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	7570	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	149741	53.8%
Common	128433	46.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
안	13882	9.3%
부	12375	8.3%
동	11262	7.5%
도	10481	7.0%
북	10277	6.9%
전	10211	6.8%
호	10188	6.8%
군	10000	6.7%
라	10000	6.7%
리	10000	6.7%
Other values (96)	41065	27.4%

Common

Value	Count	Frequency (%)
	59976	46.7%
1	20366	15.9%
2	8662	6.7%
-	7570	5.9%
3	5831	4.5%
4	5182	4.0%
5	4480	3.5%
7	3699	2.9%
9	3399	2.6%
6	3334	2.6%
Other values (2)	5934	4.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	149741	53.8%
ASCII	128433	46.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	59976	46.7%
1	20366	15.9%
2	8662	6.7%
-	7570	5.9%
3	5831	4.5%
4	5182	4.0%
5	4480	3.5%
7	3699	2.9%
9	3399	2.6%
6	3334	2.6%
Other values (2)	5934	4.6%

Hangul

Value	Count	Frequency (%)
안	13882	9.3%
부	12375	8.3%
동	11262	7.5%
도	10481	7.0%
북	10277	6.9%
전	10211	6.8%
호	10188	6.8%
군	10000	6.7%
라	10000	6.7%
리	10000	6.7%
Other values (96)	41065	27.4%

시가표준액
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	7762
Distinct (%)	77.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	47772350

Minimum	0
Maximum	1.0104272 × 10¹⁰
Zeros	206
Zeros (%)	2.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	350000
Q1	2169296.2
median	9690390
Q3	40512480
95-th percentile	1.9176537 × 10⁸
Maximum	1.0104272 × 10¹⁰
Range	1.0104272 × 10¹⁰
Interquartile range (IQR)	38343184

Descriptive statistics

Standard deviation	1.8684706 × 10⁸
Coefficient of variation (CV)	3.9111968
Kurtosis	1281.7457
Mean	47772350
Median Absolute Deviation (MAD)	8850390
Skewness	29.588976
Sum	4.777235 × 10¹¹
Variance	3.4911824 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	206	2.1%
45988541	34	0.3%
1800000	25	0.2%
25389311	19	0.2%
1980000	15	0.1%
840000	15	0.1%
23190010	15	0.1%
1500000	14	0.1%
960000	13	0.1%
750000	13	0.1%
Other values (7752)	9631	96.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	206	2.1%
26400	1	< 0.1%
32500	1	< 0.1%
33000	1	< 0.1%
36000	1	< 0.1%
38400	1	< 0.1%
42000	1	< 0.1%
50000	1	< 0.1%
51200	1	< 0.1%
60000	2	< 0.1%

Value	Count	Frequency (%)
10104271610	1	< 0.1%
7590898885	1	< 0.1%
5910679171	1	< 0.1%
5127139727	1	< 0.1%
3727230054	1	< 0.1%
2357884671	1	< 0.1%
2295242862	1	< 0.1%
2288550300	1	< 0.1%
1930682460	1	< 0.1%
1721749300	1	< 0.1%

연면적
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	5192
Distinct (%)	51.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	198.72561

Minimum	0
Maximum	15946.14
Zeros	275
Zeros (%)	2.8%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	8.3985
Q1	36
median	87.6
Q3	198
95-th percentile	807.264
Maximum	15946.14
Range	15946.14
Interquartile range (IQR)	162

Descriptive statistics

Standard deviation	423.83874
Coefficient of variation (CV)	2.1327837
Kurtosis	346.61074
Mean	198.72561
Median Absolute Deviation (MAD)	63.6
Skewness	13.324852
Sum	1987256.1
Variance	179639.28
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	275	2.8%
18.0	231	2.3%
27.0	58	0.6%
100.0	48	0.5%
10.0	47	0.5%
30.0	46	0.5%
330.0	44	0.4%
150.0	44	0.4%
40.0	41	0.4%
48.0	40	0.4%
Other values (5182)	9126	91.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	275	2.8%
0.81	1	< 0.1%
0.8772	1	< 0.1%
1.0	1	< 0.1%
1.1	1	< 0.1%
1.2	1	< 0.1%
1.44	1	< 0.1%
1.5	2	< 0.1%
1.56	1	< 0.1%
1.59	1	< 0.1%

Value	Count	Frequency (%)
15946.14	1	< 0.1%
11979.64	1	< 0.1%
10789.84	1	< 0.1%
9926.4	1	< 0.1%
8130.2327	1	< 0.1%
7052.4618	1	< 0.1%
5126.8639	1	< 0.1%
4736.61	1	< 0.1%
4619.68	1	< 0.1%
4554.0533	1	< 0.1%

Phik (φk)
Auto

Heatmap
Table

	법정동	법정리	특수지	본번	부번	동	호	시가표준액	연면적
법정동	1.000	0.400	0.095	0.371	0.204	0.158	NaN	0.014	0.014
법정리	0.400	1.000	0.141	0.367	0.188	0.134	0.000	0.000	0.039
특수지	0.095	0.141	1.000	0.129	0.185	0.000	0.000	0.000	0.000
본번	0.371	0.367	0.129	1.000	0.091	0.093	0.000	0.000	0.098
부번	0.204	0.188	0.185	0.091	1.000	0.000	0.000	0.000	0.000
동	0.158	0.134	0.000	0.093	0.000	1.000	NaN	0.000	0.000
호	NaN	0.000	0.000	0.000	0.000	NaN	1.000	0.000	0.000
시가표준액	0.014	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.943
연면적	0.014	0.039	0.000	0.098	0.000	0.000	0.000	0.943	1.000

Heatmap
Table

	법정동	법정리	본번	부번	동	호	시가표준액	연면적	특수지
법정동	1.000	-0.054	0.084	-0.037	0.063	-0.065	-0.114	0.002	0.066
법정리	-0.054	1.000	0.011	-0.089	0.011	-0.037	-0.105	0.080	0.084
본번	0.084	0.011	1.000	-0.098	0.011	-0.011	0.076	0.110	0.077
부번	-0.037	-0.089	-0.098	1.000	-0.063	-0.044	0.002	-0.048	0.112
동	0.063	0.011	0.011	-0.063	1.000	-0.140	-0.002	0.031	0.064
호	-0.065	-0.037	-0.011	-0.044	-0.140	1.000	-0.048	-0.151	0.000
시가표준액	-0.114	-0.105	0.076	0.002	-0.002	-0.048	1.000	0.602	0.000
연면적	0.002	0.080	0.110	-0.048	0.031	-0.151	0.602	1.000	0.000
특수지	0.066	0.084	0.077	0.112	0.064	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
15876	전라북도	부안군	45800	2022	360	23	1	261	1	1	3	전라북도 부안군 변산면 마포리 261-1 1동 3호	11748000	66.0
22315	전라북도	부안군	45800	2022	400	23	1	622	4	1	2	전라북도 부안군 하서면 석상리 622-4 1동 2호	2500000	20.0
18996	전라북도	부안군	45800	2022	380	31	1	61	67	1	1	전라북도 부안군 백산면 신평리 61-67 1동 1호	18344340	86.94
21634	전라북도	부안군	45800	2022	400	22	1	478	1	1	3	전라북도 부안군 하서면 언독리 478-1 1동 3호	50048000	136.0
13330	전라북도	부안군	45800	2022	350	21	1	160	0	2	2	전라북도 부안군 보안면 영전리 160 2동 2호	1200000	240.0
18957	전라북도	부안군	45800	2022	380	32	1	1047	1	1	1	전라북도 부안군 백산면 죽림리 1047-1 1동 1호	6143040	19.44
18234	전라북도	부안군	45800	2022	370	23	1	74	5	2	1	전라북도 부안군 진서면 운호리 74-5 2동 1호	124501805	252.36
1497	전라북도	부안군	45800	2022	250	22	1	185	0	1	2	전라북도 부안군 부안읍 서외리 185 1동 2호	1425600	17.82
5344	전라북도	부안군	45800	2022	250	32	1	308	0	1	3	전라북도 부안군 부안읍 신흥리 308 1동 3호	5132160	155.52
16936	전라북도	부안군	45800	2022	360	22	1	241	1	1	1	전라북도 부안군 변산면 격포리 241-1 1동 1호	58055400	70.2

	시도명	시군구명	자치단체코드	과세연도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적
4945	전라북도	부안군	45800	2022	250	28	1	176	0	1	6	전라북도 부안군 부안읍 연곡리 176 1동 6호	11145600	30.96
14966	전라북도	부안군	45800	2022	360	23	1	30	14	1	3	전라북도 부안군 변산면 마포리 30-14 1동 3호	73476000	141.3
24135	전라북도	부안군	45800	2022	410	22	1	471	2	1	1	전라북도 부안군 줄포면 장동리 471-2 1동 1호	30292080	110.96
12682	전라북도	부안군	45800	2022	350	24	1	776	29	1	3	전라북도 부안군 보안면 우동리 776-29 1동 3호	41040000	273.6
6782	전라북도	부안군	45800	2022	310	26	1	1207	5	1	4	전라북도 부안군 주산면 사산리 1207-5 1동 4호	3555000	711.0
7245	전라북도	부안군	45800	2022	310	25	1	357	2	1	4	전라북도 부안군 주산면 갈촌리 357-2 1동 4호	5342400	166.95
21527	전라북도	부안군	45800	2022	400	22	1	233	2	3	1	전라북도 부안군 하서면 언독리 233-2 3동 1호	55177200	524.0
14672	전라북도	부안군	45800	2022	360	23	1	80	9	3	2	전라북도 부안군 변산면 마포리 80-9 3동 2호	839412650	1273.7673
2241	전라북도	부안군	45800	2022	250	22	1	336	1	2	4	전라북도 부안군 부안읍 서외리 336-1 2동 4호	16318000	49.75
872	전라북도	부안군	45800	2022	250	22	1	42	58	1	2	전라북도 부안군 부안읍 서외리 42-58 1동 2호	2258610	28.59

Most frequently occurring

	시도명	시군구명	자치단체코드	과세연도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	# duplicates
304	전라북도	부안군	45800	2022	390	27	1	495	10	1	1	전라북도 부안군 상서면 청림리 495-10 1동 1호	1468350	97.89	7
132	전라북도	부안군	45800	2022	320	24	1	91	4	1	9999	전라북도 부안군 동진면 장등리 91-4 1동 9999호	0	0.0	6
266	전라북도	부안군	45800	2022	370	22	1	697	1	1	9999	전라북도 부안군 진서면 석포리 697-1 1동 9999호	0	0.0	6
115	전라북도	부안군	45800	2022	310	27	1	38	27	1	9999	전라북도 부안군 주산면 돈계리 38-27 1동 9999호	0	0.0	5
232	전라북도	부안군	45800	2022	360	23	1	112	0	1	1	전라북도 부안군 변산면 마포리 112 1동 1호	73124220	93.99	5
334	전라북도	부안군	45800	2022	410	21	1	735	1	1	9999	전라북도 부안군 줄포면 줄포리 735-1 1동 9999호	0	0.0	5
4	전라북도	부안군	45800	2022	250	21	1	118	0	1	4	전라북도 부안군 부안읍 동중리 118 1동 4호	68899490	272.33	4
35	전라북도	부안군	45800	2022	250	22	1	24	5	2	1	전라북도 부안군 부안읍 서외리 24-5 2동 1호	8300320	148.22	4
60	전라북도	부안군	45800	2022	250	23	1	167	1	1	9999	전라북도 부안군 부안읍 선은리 167-1 1동 9999호	0	0.0	4
142	전라북도	부안군	45800	2022	330	22	1	347	1	1	9999	전라북도 부안군 행안면 삼간리 347-1 1동 9999호	0	0.0	4

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

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