gimi9 Pandas Profiling

Dataset statistics

Number of variables	15
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	80
Duplicate rows (%)	0.8%
Total size in memory	1.3 MiB
Average record size in memory	139.0 B

Variable types

Categorical	6
Numeric	8
Text	1

Dataset

Description	일반건축물에 대한 취득세, 재산세 등 지방세 부과기준이 되는 시가표준액을 제공함으로써 납세자가 물건별 재산가액을 확인 가능
Author	충청북도 영동군
URL	https://www.data.go.kr/data/15079861/fileData.do

Alerts

`시도명` has constant value ""	Constant
`시군구명` has constant value ""	Constant
`자치단체코드` has constant value ""	Constant
`기준일자` has constant value ""	Constant
Dataset has 80 (0.8%) 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 (71.4%)	Imbalance
`부번` has 3041 (30.4%) zeros	Zeros
`동` has 781 (7.8%) zeros	Zeros
`호` has 110 (1.1%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 14:31:11.422913
Analysis finished	2023-12-12 14:31:21.286481
Duration	9.86 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

충청북도	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
충청북도	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
충청북도	10000	100.0%

시군구명
Categorical

CONSTANT

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

영동군	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영동군	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영동군	10000	100.0%

자치단체코드
Categorical

CONSTANT

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

43740	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	43740
2nd row	43740
3rd row	43740
4th row	43740
5th row	43740

Common Values

Value	Count	Frequency (%)
43740	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
43740	10000	100.0%

과세년도
Categorical

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

2021	2245
2020	2001
2019	1968
2017	1920
2018	1866

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	2020
3rd row	2017
4th row	2017
5th row	2017

Common Values

Value	Count	Frequency (%)
2021	2245	22.4%
2020	2001	20.0%
2019	1968	19.7%
2017	1920	19.2%
2018	1866	18.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2021	2245	22.4%
2020	2001	20.0%
2019	1968	19.7%
2017	1920	19.2%
2018	1866	18.7%

법정동
Real number (ℝ)

Distinct	11
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	319.8305

Minimum	250
Maximum	400
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	250
5-th percentile	250
Q1	250
median	320
Q3	360
95-th percentile	400
Maximum	400
Range	150
Interquartile range (IQR)	110

Descriptive statistics

Standard deviation	52.41215
Coefficient of variation (CV)	0.16387477
Kurtosis	-1.3205545
Mean	319.8305
Median Absolute Deviation (MAD)	50
Skewness	-0.16771528
Sum	3198305
Variance	2747.0335
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
250	3044	30.4%
310	1046	10.5%
320	1039	10.4%
360	1028	10.3%
400	673	6.7%
380	620	6.2%
350	617	6.2%
335	595	5.9%
390	555	5.5%
340	525	5.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
250	3044	30.4%
310	1046	10.5%
320	1039	10.4%
335	595	5.9%
340	525	5.2%
350	617	6.2%
360	1028	10.3%
370	258	2.6%
380	620	6.2%
390	555	5.5%

Value	Count	Frequency (%)
400	673	6.7%
390	555	5.5%
380	620	6.2%
370	258	2.6%
360	1028	10.3%
350	617	6.2%
340	525	5.2%
335	595	5.9%
320	1039	10.4%
310	1046	10.5%

법정리
Real number (ℝ)

Distinct	19
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26.0762

Minimum	21
Maximum	39
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	21
5-th percentile	21
Q1	21
median	26
Q3	29
95-th percentile	34
Maximum	39
Range	18
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	4.6714854
Coefficient of variation (CV)	0.17914748
Kurtosis	-0.57938036
Mean	26.0762
Median Absolute Deviation (MAD)	4
Skewness	0.60604284
Sum	260762
Variance	21.822776
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
21	2850	28.5%
28	924	9.2%
27	724	7.2%
24	685	6.9%
26	609	6.1%
23	591	5.9%
29	540	5.4%
31	534	5.3%
33	434	4.3%
22	396	4.0%
Other values (9)	1713	17.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
21	2850	28.5%
22	396	4.0%
23	591	5.9%
24	685	6.9%
25	382	3.8%
26	609	6.1%
27	724	7.2%
28	924	9.2%
29	540	5.4%
30	307	3.1%

Value	Count	Frequency (%)
39	22	0.2%
38	144	1.4%
37	69	0.7%
36	127	1.3%
35	134	1.3%
34	288	2.9%
33	434	4.3%
32	240	2.4%
31	534	5.3%
30	307	3.1%

특수지
Categorical

IMBALANCE

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

1	9500
2	500

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	2
5th row	1

Common Values

Value	Count	Frequency (%)
1	9500	95.0%
2	500	5.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	9500	95.0%
2	500	5.0%

본번
Real number (ℝ)

Distinct	982
Distinct (%)	9.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	417.5973

Minimum	1
Maximum	1643
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	30
Q1	191
median	400
Q3	636
95-th percentile	838
Maximum	1643
Range	1642
Interquartile range (IQR)	445

Descriptive statistics

Standard deviation	266.32204
Coefficient of variation (CV)	0.63774848
Kurtosis	-0.25445933
Mean	417.5973
Median Absolute Deviation (MAD)	222.5
Skewness	0.3521829
Sum	4175973
Variance	70927.431
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
693	99	1.0%
27	92	0.9%
345	90	0.9%
695	86	0.9%
595	80	0.8%
42	71	0.7%
205	70	0.7%
160	56	0.6%
62	51	0.5%
12	49	0.5%
Other values (972)	9256	92.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	31	0.3%
2	36	0.4%
3	8	0.1%
4	12	0.1%
5	5	0.1%
6	22	0.2%
7	21	0.2%
8	27	0.3%
9	16	0.2%
10	10	0.1%

Value	Count	Frequency (%)
1643	3	< 0.1%
1599	2	< 0.1%
1569	4	< 0.1%
1468	1	< 0.1%
1403	2	< 0.1%
1401	1	< 0.1%
1397	2	< 0.1%
1395	9	0.1%
1376	2	< 0.1%
1329	1	< 0.1%

부번
Real number (ℝ)

ZEROS

Distinct	77
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.4457

Minimum	0
Maximum	129
Zeros	3041
Zeros (%)	30.4%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	4
95-th percentile	18
Maximum	129
Range	129
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	9.8347203
Coefficient of variation (CV)	2.2121871
Kurtosis	47.322932
Mean	4.4457
Median Absolute Deviation (MAD)	1
Skewness	5.7766465
Sum	44457
Variance	96.721724
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3041	30.4%
1	2416	24.2%
2	971	9.7%
3	631	6.3%
4	497	5.0%
5	373	3.7%
7	259	2.6%
6	259	2.6%
9	196	2.0%
8	175	1.8%
Other values (67)	1182	11.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3041	30.4%
1	2416	24.2%
2	971	9.7%
3	631	6.3%
4	497	5.0%
5	373	3.7%
6	259	2.6%
7	259	2.6%
8	175	1.8%
9	196	2.0%

Value	Count	Frequency (%)
129	10	0.1%
108	1	< 0.1%
99	1	< 0.1%
97	2	< 0.1%
96	1	< 0.1%
95	4	< 0.1%
94	1	< 0.1%
89	1	< 0.1%
87	1	< 0.1%
84	1	< 0.1%

동
Real number (ℝ)

ZEROS

Distinct	48
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	53.3767

Minimum	0
Maximum	9999
Zeros	781
Zeros (%)	7.8%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	10
95-th percentile	20
Maximum	9999
Range	9999
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	690.80697
Coefficient of variation (CV)	12.942107
Kurtosis	203.36908
Mean	53.3767
Median Absolute Deviation (MAD)	1
Skewness	14.328043
Sum	533767
Variance	477214.26
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
1	4917	49.2%
10	3164	31.6%
0	781	7.8%
20	352	3.5%
2	340	3.4%
3	99	1.0%
30	70	0.7%
9999	48	0.5%
4	40	0.4%
40	37	0.4%
Other values (38)	152	1.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	781	7.8%
1	4917	49.2%
2	340	3.4%
3	99	1.0%
4	40	0.4%
5	35	0.4%
6	15	0.1%
7	7	0.1%
8	8	0.1%
9	16	0.2%

Value	Count	Frequency (%)
9999	48	0.5%
201	6	0.1%
160	1	< 0.1%
130	1	< 0.1%
120	1	< 0.1%
110	1	< 0.1%
101	3	< 0.1%
94	2	< 0.1%
90	1	< 0.1%
86	1	< 0.1%

호
Real number (ℝ)

ZEROS

Distinct	168
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	189.1875

Minimum	0
Maximum	8702
Zeros	110
Zeros (%)	1.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	8
Q3	101
95-th percentile	201
Maximum	8702
Range	8702
Interquartile range (IQR)	99

Descriptive statistics

Standard deviation	1025.9308
Coefficient of variation (CV)	5.4228257
Kurtosis	55.228186
Mean	189.1875
Median Absolute Deviation (MAD)	7
Skewness	7.5392265
Sum	1891875
Variance	1052534.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	2210	22.1%
101	1391	13.9%
100	1169	11.7%
2	1133	11.3%
3	677	6.8%
102	600	6.0%
4	381	3.8%
103	251	2.5%
5	226	2.3%
200	157	1.6%
Other values (158)	1805	18.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	110	1.1%
1	2210	22.1%
2	1133	11.3%
3	677	6.8%
4	381	3.8%
5	226	2.3%
6	147	1.5%
7	101	1.0%
8	76	0.8%
9	62	0.6%

Value	Count	Frequency (%)
8702	1	< 0.1%
8201	1	< 0.1%
8132	2	< 0.1%
8119	1	< 0.1%
8116	1	< 0.1%
8110	1	< 0.1%
8108	4	< 0.1%
8107	1	< 0.1%
8106	2	< 0.1%
8105	6	0.1%

물건지
Text

Distinct	7522
Distinct (%)	75.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	34
Median length	31
Mean length	27.4143
Min length	19

Characters and Unicode

Total characters	274143
Distinct characters	195
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	5711 ?
Unique (%)	57.1%

Sample

1st row	충청북도 영동군 영동읍 회동리 82-2 20동 101호
2nd row	충청북도 영동군 영동읍 설계리 666-14 10동 1호
3rd row	충청북도 영동군 추풍령면 지봉리 216-1 10동 100호
4th row	충청북도 영동군 용산면 부릉리 산 57 10동 3호
5th row	충청북도 영동군 상촌면 물한리 786-5 1동 2호

Value	Count	Frequency (%)
충청북도	7629	11.3%
영동군	7629	11.3%
	4742	7.0%
1동	4040	6.0%
10동	2022	3.0%
영동읍	1850	2.7%
1호	1686	2.5%
0010동	1142	1.7%
101호	1036	1.5%
양강면	929	1.4%
Other values (3814)	34697	51.5%

Most occurring characters

Value	Count	Frequency (%)
	57402	20.9%
1	23154	8.4%
0	22094	8.1%
동	19660	7.2%
호	10084	3.7%
영	9936	3.6%
도	7695	2.8%
청	7669	2.8%
북	7651	2.8%
리	7646	2.8%
Other values (185)	101152	36.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	128585	46.9%
Decimal Number	77534	28.3%
Space Separator	57402	20.9%
Dash Punctuation	5880	2.1%
Close Punctuation	2371	0.9%
Open Punctuation	2371	0.9%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	19660	15.3%
호	10084	7.8%
영	9936	7.7%
도	7695	6.0%
청	7669	6.0%
북	7651	6.0%
리	7646	5.9%
충	7629	5.9%
군	7629	5.9%
면	5779	4.5%
Other values (171)	37207	28.9%

Decimal Number

Value	Count	Frequency (%)
1	23154	29.9%
0	22094	28.5%
2	7242	9.3%
3	5385	6.9%
4	4216	5.4%
5	3897	5.0%
6	3538	4.6%
7	2800	3.6%
8	2661	3.4%
9	2547	3.3%

Space Separator

Value	Count	Frequency (%)
	57402	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5880	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	2371	100.0%

Open Punctuation

Value	Count	Frequency (%)
[	2371	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	145558	53.1%
Hangul	128585	46.9%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	19660	15.3%
호	10084	7.8%
영	9936	7.7%
도	7695	6.0%
청	7669	6.0%
북	7651	6.0%
리	7646	5.9%
충	7629	5.9%
군	7629	5.9%
면	5779	4.5%
Other values (171)	37207	28.9%

Common

Value	Count	Frequency (%)
	57402	39.4%
1	23154	15.9%
0	22094	15.2%
2	7242	5.0%
-	5880	4.0%
3	5385	3.7%
4	4216	2.9%
5	3897	2.7%
6	3538	2.4%
7	2800	1.9%
Other values (4)	9950	6.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	145558	53.1%
Hangul	128585	46.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	57402	39.4%
1	23154	15.9%
0	22094	15.2%
2	7242	5.0%
-	5880	4.0%
3	5385	3.7%
4	4216	2.9%
5	3897	2.7%
6	3538	2.4%
7	2800	1.9%
Other values (4)	9950	6.8%

Hangul

Value	Count	Frequency (%)
동	19660	15.3%
호	10084	7.8%
영	9936	7.7%
도	7695	6.0%
청	7669	6.0%
북	7651	6.0%
리	7646	5.9%
충	7629	5.9%
군	7629	5.9%
면	5779	4.5%
Other values (171)	37207	28.9%

시가표준액
Real number (ℝ)

HIGH CORRELATION

Distinct	7900
Distinct (%)	79.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	36671705

Minimum	14400
Maximum	4.3132891 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	14400
5-th percentile	187167.5
Q1	1263510
median	6298280
Q3	27807700
95-th percentile	1.4398122 × 10⁸
Maximum	4.3132891 × 10⁹
Range	4.3132747 × 10⁹
Interquartile range (IQR)	26544190

Descriptive statistics

Standard deviation	1.3465891 × 10⁸
Coefficient of variation (CV)	3.6720112
Kurtosis	328.12624
Mean	36671705
Median Absolute Deviation (MAD)	5876920
Skewness	15.042528
Sum	3.6671705 × 10¹¹
Variance	1.8133022 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8266720	34	0.3%
72000	19	0.2%
7971480	19	0.2%
360000	18	0.2%
112710	17	0.2%
7381000	17	0.2%
7676240	16	0.2%
648000	15	0.1%
270000	14	0.1%
1080000	14	0.1%
Other values (7890)	9817	98.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14400	1	< 0.1%
20000	1	< 0.1%
21600	1	< 0.1%
22120	1	< 0.1%
24000	1	< 0.1%
24960	2	< 0.1%
25480	1	< 0.1%
26880	1	< 0.1%
28000	1	< 0.1%
31200	1	< 0.1%

Value	Count	Frequency (%)
4313289100	1	< 0.1%
3817070000	1	< 0.1%
3374813160	1	< 0.1%
3012777990	1	< 0.1%
2810004900	1	< 0.1%
2801897150	1	< 0.1%
2739113720	1	< 0.1%
2544014360	1	< 0.1%
2258462580	1	< 0.1%
2154449960	1	< 0.1%

연면적
Real number (ℝ)

HIGH CORRELATION

Distinct	4066
Distinct (%)	40.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	150.45454

Minimum	1.44
Maximum	9860.18
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1.44
5-th percentile	9.9
Q1	33
median	79.3
Q3	161
95-th percentile	440.02
Maximum	9860.18
Range	9858.74
Interquartile range (IQR)	128

Descriptive statistics

Standard deviation	344.07917
Coefficient of variation (CV)	2.2869312
Kurtosis	263.66594
Mean	150.45454
Median Absolute Deviation (MAD)	54.05
Skewness	13.244792
Sum	1504545.4
Variance	118390.48
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18.0	359	3.6%
295.24	86	0.9%
66.0	74	0.7%
27.0	72	0.7%
36.0	66	0.7%
2.89	65	0.7%
20.0	51	0.5%
24.0	49	0.5%
21.0	48	0.5%
207.48	46	0.5%
Other values (4056)	9084	90.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.44	1	< 0.1%
1.5	3	< 0.1%
1.7	1	< 0.1%
1.8	2	< 0.1%
1.9	1	< 0.1%
1.96	1	< 0.1%
2.0	10	0.1%
2.25	14	0.1%
2.38	1	< 0.1%
2.41	1	< 0.1%

Value	Count	Frequency (%)
9860.18	1	< 0.1%
9643.34	1	< 0.1%
7776.0	1	< 0.1%
7634.14	2	< 0.1%
7441.5	1	< 0.1%
6944.06	1	< 0.1%
5052.0	1	< 0.1%
4973.46	1	< 0.1%
4959.11	1	< 0.1%
4788.0	1	< 0.1%

기준일자
Categorical

CONSTANT

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

2022-07-12	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2022-07-12
2nd row	2022-07-12
3rd row	2022-07-12
4th row	2022-07-12
5th row	2022-07-12

Common Values

Value	Count	Frequency (%)
2022-07-12	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2022-07-12	10000	100.0%

Heatmap
Table

	과세년도	법정동	법정리	특수지	본번	부번	동	호	시가표준액	연면적
과세년도	1.000	0.023	0.025	0.000	0.039	0.008	0.030	0.000	0.000	0.016
법정동	0.023	1.000	0.510	0.263	0.359	0.131	0.040	0.026	0.037	0.064
법정리	0.025	0.510	1.000	0.319	0.422	0.246	0.059	0.156	0.101	0.083
특수지	0.000	0.263	0.319	1.000	0.547	0.189	0.012	0.002	0.072	0.067
본번	0.039	0.359	0.422	0.547	1.000	0.271	0.064	0.135	0.031	0.000
부번	0.008	0.131	0.246	0.189	0.271	1.000	0.122	0.081	0.000	0.000
동	0.030	0.040	0.059	0.012	0.064	0.122	1.000	0.000	0.000	0.000
호	0.000	0.026	0.156	0.002	0.135	0.081	0.000	1.000	0.000	0.000
시가표준액	0.000	0.037	0.101	0.072	0.031	0.000	0.000	0.000	1.000	0.811
연면적	0.016	0.064	0.083	0.067	0.000	0.000	0.000	0.000	0.811	1.000

Heatmap
Table

	과세년도	특수지
과세년도	1.000	0.000
특수지	0.000	1.000

Heatmap
Table

	법정동	법정리	본번	부번	동	호	시가표준액	연면적	과세년도	특수지
법정동	1.000	0.059	-0.050	-0.249	-0.064	0.043	-0.232	-0.074	0.023	0.273
법정리	0.059	1.000	-0.237	-0.266	-0.107	-0.011	-0.114	0.081	0.013	0.228
본번	-0.050	-0.237	1.000	0.145	0.095	0.007	0.016	-0.051	0.016	0.422
부번	-0.249	-0.266	0.145	1.000	0.104	-0.031	0.085	-0.052	0.003	0.145
동	-0.064	-0.107	0.095	0.104	1.000	0.291	0.044	-0.099	0.036	0.008
호	0.043	-0.011	0.007	-0.031	0.291	1.000	0.138	-0.031	0.000	0.003
시가표준액	-0.232	-0.114	0.016	0.085	0.044	0.138	1.000	0.652	0.000	0.055
연면적	-0.074	0.081	-0.051	-0.052	-0.099	-0.031	0.652	1.000	0.010	0.050
과세년도	0.023	0.013	0.016	0.003	0.036	0.000	0.000	0.010	1.000	0.000
특수지	0.273	0.228	0.422	0.145	0.008	0.003	0.055	0.050	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
15310	충청북도	영동군	43740	2017	250	23	1	82	2	20	101	충청북도 영동군 영동읍 회동리 82-2 20동 101호	2322000	18.0	2022-07-12
58019	충청북도	영동군	43740	2020	250	31	1	666	14	10	1	충청북도 영동군 영동읍 설계리 666-14 10동 1호	9555390	93.36	2022-07-12
13995	충청북도	영동군	43740	2017	335	29	1	216	1	10	100	충청북도 영동군 추풍령면 지봉리 216-1 10동 100호	35840760	175.69	2022-07-12
194	충청북도	영동군	43740	2017	310	25	2	57	0	10	3	충청북도 영동군 용산면 부릉리 산 57 10동 3호	168000	28.0	2022-07-12
9408	충청북도	영동군	43740	2017	350	27	1	786	5	1	2	충청북도 영동군 상촌면 물한리 786-5 1동 2호	684000	18.0	2022-07-12
85006	충청북도	영동군	43740	2021	400	29	1	8	1	0	1	충청북도 영동군 심천면 명천리 8-1 1호	990000	99.0	2022-07-12
5873	충청북도	영동군	43740	2017	250	31	1	635	1	1	2	충청북도 영동군 영동읍 설계리 635-1 1동 2호	62084880	87.1	2022-07-12
47438	충청북도	영동군	43740	2019	250	24	1	354	0	3	1	충청북도 영동군 영동읍 화신리 354 3동 1호	504000	126.0	2022-07-12
26212	충청북도	영동군	43740	2018	310	24	1	230	1	1	1	충청북도 영동군 용산면 신항리 230-1 1동 1호	1489800	148.98	2022-07-12
53125	충청북도	영동군	43740	2020	310	37	1	89	7	10	103	충청북도 영동군 용산면 상용리 89-7 10동 103호	3591000	27.0	2022-07-12

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	기준일자
34154	충청북도	영동군	43740	2019	360	24	1	402	8	10	1	충청북도 영동군 양강면 죽촌리 402-8 10동 1호	826000	82.6	2022-07-12
58656	충청북도	영동군	43740	2020	250	31	1	171	1	2	11	충청북도 영동군 영동읍 설계리 171-1 2동 11호	530880	132.72	2022-07-12
55071	충청북도	영동군	43740	2020	310	36	1	51	1	1	9	충청북도 영동군 용산면 매금리 51-1 1동 9호	972800	243.2	2022-07-12
37461	충청북도	영동군	43740	2019	390	26	1	295	7	10	102	충청북도 영동군 양산면 수두리 295-7 10동 102호	802400	80.24	2022-07-12
31832	충청북도	영동군	43740	2018	250	32	1	351	1	1	103	충청북도 영동군 영동읍 심원리 351-1 1동 103호	5304000	132.6	2022-07-12
16585	충청북도	영동군	43740	2018	390	24	1	716	3	1	104	[ 양산심천로 308-68 ] 0001동 0104호	1920000	400.0	2022-07-12
39407	충청북도	영동군	43740	2019	335	26	1	217	0	2	101	충청북도 영동군 추풍령면 작점리 217 2동 101호	6197500	18.5	2022-07-12
54868	충청북도	영동군	43740	2020	310	38	1	311	1	1	1	충청북도 영동군 용산면 백자전리 311-1 1동 1호	71250000	750.0	2022-07-12
67494	충청북도	영동군	43740	2020	360	26	1	101	0	1	1	충청북도 영동군 양강면 산막리 101 1동 1호	1004300	100.43	2022-07-12
60474	충청북도	영동군	43740	2020	335	22	1	734	5	1	2	[ 추풍령로 257 ] 0001동 0002호	2100000	30.0	2022-07-12

Most frequently occurring

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	기준일자	# duplicates
7	충청북도	영동군	43740	2017	360	33	2	27	0	1	101	충청북도 영동군 양강면 쌍암리 산 27 1동 101호	7381000	295.24	2022-07-12	5
28	충청북도	영동군	43740	2019	360	33	2	27	0	1	101	충청북도 영동군 양강면 쌍암리 산 27 1동 101호	7971480	295.24	2022-07-12	5
2	충청북도	영동군	43740	2017	360	21	2	74	1	1	101	충청북도 영동군 양강면 괴목리 산 74-1 1동 101호	31951920	207.48	2022-07-12	4
27	충청북도	영동군	43740	2019	360	33	2	15	0	1	101	충청북도 영동군 양강면 쌍암리 산 15 1동 101호	7971480	295.24	2022-07-12	4
33	충청북도	영동군	43740	2020	360	21	2	74	1	1	101	충청북도 영동군 양강면 괴목리 산 74-1 1동 101호	29047200	207.48	2022-07-12	4
8	충청북도	영동군	43740	2017	360	33	2	44	1	1	101	충청북도 영동군 양강면 쌍암리 산 44-1 1동 101호	60151650	212.55	2022-07-12	3
15	충청북도	영동군	43740	2018	360	33	2	27	0	1	101	충청북도 영동군 양강면 쌍암리 산 27 1동 101호	7676240	295.24	2022-07-12	3
19	충청북도	영동군	43740	2019	320	33	1	502	4	10	100	[ 영동황간로 1193 ] 0010동 0100호	15048000	198.0	2022-07-12	3
40	충청북도	영동군	43740	2020	360	33	2	27	0	1	101	충청북도 영동군 양강면 쌍암리 산 27 1동 101호	8266720	295.24	2022-07-12	3
63	충청북도	영동군	43740	2021	360	21	2	74	1	1	101	충청북도 영동군 양강면 괴목리 산 74-1 1동 101호	27387360	207.48	2022-07-12	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

Other Letter

Decimal Number

Space Separator

Dash Punctuation

Close Punctuation

Open 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