gimi9 Pandas Profiling

Dataset statistics

Number of variables	15
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	40
Duplicate rows (%)	0.4%
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	2021년~2022년 서천군 일반건축물 시가표준액에 대한 과세자료로, 물건지 및 시가표준액, 연면적을 포함한 과세자료입니다.
Author	충청남도
URL	https://alldam.chungnam.go.kr/index.chungnam?menuCd=DOM_000000201001001001&st=&cds=&orgCd=&apiType=&isOpen=Y&pageIndex=346&beforeMenuCd=DOM_000000201001001000&publicdatapk=15080610

Alerts

`시도명` has constant value ""	Constant
`시군구명` has constant value ""	Constant
`자치단체코드` has constant value ""	Constant
Dataset has 40 (0.4%) duplicate rows	Duplicates
`과세년도` is highly overall correlated with `결정일자`	High correlation
`결정일자` is highly overall correlated with `과세년도`	High correlation
`시가표준액` is highly overall correlated with `연면적`	High correlation
`연면적` is highly overall correlated with `시가표준액`	High correlation
`특수지` is highly imbalanced (90.2%)	Imbalance
`시가표준액` is highly skewed (γ1 = 30.96797861)	Skewed
`부번` has 2774 (27.7%) zeros	Zeros
`동` has 5201 (52.0%) zeros	Zeros

Reproduction

Analysis started	2024-01-09 22:07:42.813485
Analysis finished	2024-01-09 22:07:50.459976
Duration	7.65 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

서천군	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
서천군	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
서천군	10000	100.0%

자치단체코드
Categorical

CONSTANT

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

44770	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	44770
2nd row	44770
3rd row	44770
4th row	44770
5th row	44770

Common Values

Value	Count	Frequency (%)
44770	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
44770	10000	100.0%

과세년도
Categorical

HIGH CORRELATION

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

2022	5017
2021	4983

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	2021
4th row	2022
5th row	2021

Common Values

Value	Count	Frequency (%)
2022	5017	50.2%
2021	4983	49.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2022	5017	50.2%
2021	4983	49.8%

법정동
Real number (ℝ)

Distinct	13
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	325.3011

Minimum	250
Maximum	410
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	250
5-th percentile	250
Q1	253
median	330
Q3	390
95-th percentile	410
Maximum	410
Range	160
Interquartile range (IQR)	137

Descriptive statistics

Standard deviation	61.07649
Coefficient of variation (CV)	0.18775372
Kurtosis	-1.5111443
Mean	325.3011
Median Absolute Deviation (MAD)	70
Skewness	0.00026132579
Sum	3253011
Variance	3730.3377
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
250	1820	18.2%
253	1567	15.7%
410	1309	13.1%
310	1116	11.2%
400	678	6.8%
340	663	6.6%
390	658	6.6%
320	483	4.8%
380	451	4.5%
330	390	3.9%
Other values (3)	865	8.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
250	1820	18.2%
253	1567	15.7%
310	1116	11.2%
320	483	4.8%
330	390	3.9%
340	663	6.6%
350	360	3.6%
360	182	1.8%
370	323	3.2%
380	451	4.5%

Value	Count	Frequency (%)
410	1309	13.1%
400	678	6.8%
390	658	6.6%
380	451	4.5%
370	323	3.2%
360	182	1.8%
350	360	3.6%
340	663	6.6%
330	390	3.9%
320	483	4.8%

법정리
Real number (ℝ)

Distinct	21
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25.9961

Minimum	21
Maximum	41
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	25
Q3	29
95-th percentile	34
Maximum	41
Range	20
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	4.3920171
Coefficient of variation (CV)	0.16894908
Kurtosis	0.029866124
Mean	25.9961
Median Absolute Deviation (MAD)	3
Skewness	0.75283292
Sum	259961
Variance	19.289814
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
21	1981	19.8%
22	1054	10.5%
28	1042	10.4%
24	890	8.9%
30	851	8.5%
23	646	6.5%
26	638	6.4%
29	602	6.0%
25	545	5.5%
27	394	3.9%
Other values (11)	1357	13.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
21	1981	19.8%
22	1054	10.5%
23	646	6.5%
24	890	8.9%
25	545	5.5%
26	638	6.4%
27	394	3.9%
28	1042	10.4%
29	602	6.0%
30	851	8.5%

Value	Count	Frequency (%)
41	14	0.1%
40	19	0.2%
39	78	0.8%
38	77	0.8%
37	56	0.6%
36	103	1.0%
35	86	0.9%
34	147	1.5%
33	287	2.9%
32	188	1.9%

특수지
Categorical

IMBALANCE

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

1	9874
2	126

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	2

Common Values

Value	Count	Frequency (%)
1	9874	98.7%
2	126	1.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	9874	98.7%
2	126	1.3%

본번
Real number (ℝ)

Distinct	874
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	331.3991

Minimum	1
Maximum	1449
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	25
Q1	137
median	282
Q3	462
95-th percentile	857
Maximum	1449
Range	1448
Interquartile range (IQR)	325

Descriptive statistics

Standard deviation	257.1781
Coefficient of variation (CV)	0.7760374
Kurtosis	1.7313649
Mean	331.3991
Median Absolute Deviation (MAD)	162
Skewness	1.2190523
Sum	3313991
Variance	66140.574
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
450	156	1.6%
72	130	1.3%
313	86	0.9%
73	71	0.7%
332	66	0.7%
399	63	0.6%
350	55	0.5%
275	54	0.5%
303	53	0.5%
78	52	0.5%
Other values (864)	9214	92.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	50	0.5%
2	32	0.3%
3	31	0.3%
4	16	0.2%
5	14	0.1%
6	16	0.2%
7	11	0.1%
8	16	0.2%
9	7	0.1%
10	27	0.3%

Value	Count	Frequency (%)
1449	1	< 0.1%
1448	10	0.1%
1424	7	0.1%
1418	2	< 0.1%
1412	3	< 0.1%
1406	1	< 0.1%
1391	1	< 0.1%
1387	3	< 0.1%
1383	4	< 0.1%
1374	1	< 0.1%

부번
Real number (ℝ)

ZEROS

Distinct	210
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14.4761

Minimum	0
Maximum	985
Zeros	2774
Zeros (%)	27.7%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	7
95-th percentile	46
Maximum	985
Range	985
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	65.553189
Coefficient of variation (CV)	4.5283736
Kurtosis	96.744603
Mean	14.4761
Median Absolute Deviation (MAD)	2
Skewness	9.2910003
Sum	144761
Variance	4297.2206
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2774	27.7%
1	1631	16.3%
2	1027	10.3%
3	709	7.1%
4	528	5.3%
5	438	4.4%
6	315	3.1%
7	236	2.4%
9	210	2.1%
8	196	2.0%
Other values (200)	1936	19.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2774	27.7%
1	1631	16.3%
2	1027	10.3%
3	709	7.1%
4	528	5.3%
5	438	4.4%
6	315	3.1%
7	236	2.4%
8	196	2.0%
9	210	2.1%

Value	Count	Frequency (%)
985	2	< 0.1%
975	1	< 0.1%
825	1	< 0.1%
821	1	< 0.1%
808	1	< 0.1%
802	2	< 0.1%
800	1	< 0.1%
789	10	0.1%
786	1	< 0.1%
781	1	< 0.1%

동
Real number (ℝ)

ZEROS

Distinct	66
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	923.5405

Minimum	0
Maximum	9999
Zeros	5201
Zeros (%)	52.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	9000
Maximum	9999
Range	9999
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2730.4645
Coefficient of variation (CV)	2.9565185
Kurtosis	4.9133379
Mean	923.5405
Median Absolute Deviation (MAD)	0
Skewness	2.6281216
Sum	9235405
Variance	7455436.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5201	52.0%
1	3096	31.0%
9000	892	8.9%
2	284	2.8%
3	149	1.5%
9001	57	0.6%
4	57	0.6%
5	42	0.4%
6	22	0.2%
9999	17	0.2%
Other values (56)	183	1.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5201	52.0%
1	3096	31.0%
2	284	2.8%
3	149	1.5%
4	57	0.6%
5	42	0.4%
6	22	0.2%
7	13	0.1%
8	7	0.1%
9	6	0.1%

Value	Count	Frequency (%)
9999	17	0.2%
9069	1	< 0.1%
9065	1	< 0.1%
9063	2	< 0.1%
9060	1	< 0.1%
9051	1	< 0.1%
9042	1	< 0.1%
9039	1	< 0.1%
9035	1	< 0.1%
9033	1	< 0.1%

호
Text

Distinct	110
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	4
Median length	3
Mean length	2.9779
Min length	1

Characters and Unicode

Total characters	29779
Distinct characters	11
Distinct categories	2 ?
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	44 ?
Unique (%)	0.4%

Sample

1st row	101
2nd row	101
3rd row	102
4th row	101
5th row	101

Value	Count	Frequency (%)
101	5119	51.2%
102	1728	17.3%
103	760	7.6%
201	646	6.5%
104	333	3.3%
105	178	1.8%
301	178	1.8%
106	125	1.2%
8101	125	1.2%
202	106	1.1%
Other values (100)	702	7.0%

Most occurring characters

Value	Count	Frequency (%)
1	14987	50.3%
0	9782	32.8%
2	2763	9.3%
3	1057	3.5%
4	450	1.5%
5	225	0.8%
8	223	0.7%
6	155	0.5%
7	78	0.3%
9	58	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	29778	> 99.9%
Other Letter	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	14987	50.3%
0	9782	32.8%
2	2763	9.3%
3	1057	3.5%
4	450	1.5%
5	225	0.8%
8	223	0.7%
6	155	0.5%
7	78	0.3%
9	58	0.2%

Other Letter

Value	Count	Frequency (%)
비	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	29778	> 99.9%
Hangul	1	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	14987	50.3%
0	9782	32.8%
2	2763	9.3%
3	1057	3.5%
4	450	1.5%
5	225	0.8%
8	223	0.7%
6	155	0.5%
7	78	0.3%
9	58	0.2%

Hangul

Value	Count	Frequency (%)
비	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	29778	> 99.9%
Hangul	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	14987	50.3%
0	9782	32.8%
2	2763	9.3%
3	1057	3.5%
4	450	1.5%
5	225	0.8%
8	223	0.7%
6	155	0.5%
7	78	0.3%
9	58	0.2%

Hangul

Value	Count	Frequency (%)
비	1	100.0%

물건지
Text

Distinct	8235
Distinct (%)	82.3%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	35
Median length	32
Mean length	27.1238
Min length	19

Characters and Unicode

Total characters	271238
Distinct characters	169
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	6885 ?
Unique (%)	68.8%

Sample

1st row	충청남도 서천군 마서면 송석리 578-2 1동 101호
2nd row	충청남도 서천군 한산면 마양리 257-3 1동 101호
3rd row	[ 충서로460번길 29-4 ] 0000동 0102호
4th row	충청남도 서천군 한산면 지현리 172-5 2동 101호
5th row	[ 마명송림길135번길 71-2 ] 0000동 0101호

Value	Count	Frequency (%)
	8648	13.7%
충청남도	5676	9.0%
서천군	5676	9.0%
101호	2809	4.4%
0000동	2762	4.4%
0101호	2309	3.6%
1동	2003	3.2%
장항읍	1149	1.8%
0001동	1093	1.7%
102호	977	1.5%
Other values (4291)	30194	47.7%

Most occurring characters

Value	Count	Frequency (%)
	53296	19.6%
0	34142	12.6%
1	26099	9.6%
호	10004	3.7%
서	8780	3.2%
2	8591	3.2%
동	7921	2.9%
천	7382	2.7%
도	6189	2.3%
군	6154	2.3%
Other values (159)	102680	37.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	108323	39.9%
Decimal Number	95381	35.2%
Space Separator	53296	19.6%
Dash Punctuation	5590	2.1%
Close Punctuation	4324	1.6%
Open Punctuation	4324	1.6%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
호	10004	9.2%
서	8780	8.1%
동	7921	7.3%
천	7382	6.8%
도	6189	5.7%
군	6154	5.7%
충	6031	5.6%
남	5958	5.5%
청	5745	5.3%
리	5698	5.3%
Other values (145)	38461	35.5%

Decimal Number

Value	Count	Frequency (%)
0	34142	35.8%
1	26099	27.4%
2	8591	9.0%
3	5759	6.0%
4	4343	4.6%
5	3811	4.0%
9	3697	3.9%
6	3082	3.2%
7	3058	3.2%
8	2799	2.9%

Space Separator

Value	Count	Frequency (%)
	53296	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5590	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	4324	100.0%

Open Punctuation

Value	Count	Frequency (%)
[	4324	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	162915	60.1%
Hangul	108323	39.9%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
호	10004	9.2%
서	8780	8.1%
동	7921	7.3%
천	7382	6.8%
도	6189	5.7%
군	6154	5.7%
충	6031	5.6%
남	5958	5.5%
청	5745	5.3%
리	5698	5.3%
Other values (145)	38461	35.5%

Common

Value	Count	Frequency (%)
	53296	32.7%
0	34142	21.0%
1	26099	16.0%
2	8591	5.3%
3	5759	3.5%
-	5590	3.4%
4	4343	2.7%
]	4324	2.7%
[	4324	2.7%
5	3811	2.3%
Other values (4)	12636	7.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	162915	60.1%
Hangul	108323	39.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	53296	32.7%
0	34142	21.0%
1	26099	16.0%
2	8591	5.3%
3	5759	3.5%
-	5590	3.4%
4	4343	2.7%
]	4324	2.7%
[	4324	2.7%
5	3811	2.3%
Other values (4)	12636	7.8%

Hangul

Value	Count	Frequency (%)
호	10004	9.2%
서	8780	8.1%
동	7921	7.3%
천	7382	6.8%
도	6189	5.7%
군	6154	5.7%
충	6031	5.6%
남	5958	5.5%
청	5745	5.3%
리	5698	5.3%
Other values (145)	38461	35.5%

시가표준액
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	8226
Distinct (%)	82.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	43372476

Minimum	25200
Maximum	9.5958802 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	25200
5-th percentile	440946
Q1	2066625
median	7670955
Q3	36209025
95-th percentile	1.7465052 × 10⁸
Maximum	9.5958802 × 10⁹
Range	9.595855 × 10⁹
Interquartile range (IQR)	34142400

Descriptive statistics

Standard deviation	1.8439803 × 10⁸
Coefficient of variation (CV)	4.2514987
Kurtosis	1423.1464
Mean	43372476
Median Absolute Deviation (MAD)	6950955
Skewness	30.967979
Sum	4.3372476 × 10¹¹
Variance	3.4002632 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2376000	36	0.4%
2502000	31	0.3%
2016000	28	0.3%
2250000	24	0.2%
2142000	23	0.2%
1764000	19	0.2%
2610000	19	0.2%
23984250	18	0.2%
1512000	18	0.2%
1908000	16	0.2%
Other values (8216)	9768	97.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
25200	1	< 0.1%
56750	1	< 0.1%
60000	1	< 0.1%
70300	1	< 0.1%
70800	1	< 0.1%
72000	1	< 0.1%
72710	1	< 0.1%
75600	2	< 0.1%
79200	1	< 0.1%
80960	1	< 0.1%

Value	Count	Frequency (%)
9595880160	1	< 0.1%
9331488000	1	< 0.1%
3849067700	1	< 0.1%
3631169990	1	< 0.1%
3464663800	1	< 0.1%
2535161200	1	< 0.1%
2026366000	1	< 0.1%
1979190200	1	< 0.1%
1901190000	1	< 0.1%
1807298090	1	< 0.1%

연면적
Real number (ℝ)

HIGH CORRELATION

Distinct	4822
Distinct (%)	48.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	165.98631

Minimum	1.16
Maximum	15552.48
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1.16
5-th percentile	12.0665
Q1	30.6575
median	81
Q3	182.555
95-th percentile	510.7365
Maximum	15552.48
Range	15551.32
Interquartile range (IQR)	151.8975

Descriptive statistics

Standard deviation	419.54151
Coefficient of variation (CV)	2.5275669
Kurtosis	604.64201
Mean	165.98631
Median Absolute Deviation (MAD)	61
Skewness	19.713896
Sum	1659863.1
Variance	176015.08
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18.0	615	6.2%
27.0	114	1.1%
16.5	63	0.6%
36.0	54	0.5%
198.0	52	0.5%
9.0	50	0.5%
24.0	48	0.5%
15.0	45	0.4%
10.0	43	0.4%
12.0	40	0.4%
Other values (4812)	8876	88.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.16	1	< 0.1%
1.29	1	< 0.1%
1.3	1	< 0.1%
1.35	1	< 0.1%
1.76	1	< 0.1%
2.11	1	< 0.1%
2.16	1	< 0.1%
2.25	1	< 0.1%
2.28	1	< 0.1%
2.4	3	< 0.1%

Value	Count	Frequency (%)
15552.48	2	< 0.1%
13806.73	1	< 0.1%
13325.63	1	< 0.1%
7612.27	1	< 0.1%
7485.0	1	< 0.1%
5949.1	1	< 0.1%
5213.8	1	< 0.1%
4875.31	1	< 0.1%
4564.39	1	< 0.1%
4368.62	1	< 0.1%

결정일자
Categorical

HIGH CORRELATION

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

20220601	5017
20210601	4983

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	20210601
4th row	20220601
5th row	20210601

Common Values

Value	Count	Frequency (%)
20220601	5017	50.2%
20210601	4983	49.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
20220601	5017	50.2%
20210601	4983	49.8%

Heatmap
Table

	과세년도	법정동	법정리	특수지	본번	부번	동	시가표준액	연면적	결정일자
과세년도	1.000	0.025	0.019	0.000	0.017	0.026	0.082	0.000	0.000	1.000
법정동	0.025	1.000	0.542	0.113	0.408	0.157	0.160	0.059	0.053	0.025
법정리	0.019	0.542	1.000	0.072	0.485	0.250	0.077	0.065	0.071	0.019
특수지	0.000	0.113	0.072	1.000	0.240	0.000	0.000	0.000	0.000	0.000
본번	0.017	0.408	0.485	0.240	1.000	0.161	0.000	0.144	0.104	0.017
부번	0.026	0.157	0.250	0.000	0.161	1.000	0.000	0.000	0.000	0.026
동	0.082	0.160	0.077	0.000	0.000	0.000	1.000	0.000	0.000	0.082
시가표준액	0.000	0.059	0.065	0.000	0.144	0.000	0.000	1.000	0.884	0.000
연면적	0.000	0.053	0.071	0.000	0.104	0.000	0.000	0.884	1.000	0.000
결정일자	1.000	0.025	0.019	0.000	0.017	0.026	0.082	0.000	0.000	1.000

Heatmap
Table

	과세년도	특수지	결정일자
과세년도	1.000	0.000	1.000
특수지	0.000	1.000	0.000
결정일자	1.000	0.000	1.000

Heatmap
Table

	법정동	법정리	본번	부번	동	시가표준액	연면적	과세년도	특수지	결정일자
법정동	1.000	0.121	-0.119	-0.061	0.022	-0.115	-0.029	0.018	0.093	0.018
법정리	0.121	1.000	-0.040	-0.101	0.021	-0.097	-0.007	0.023	0.041	0.023
본번	-0.119	-0.040	1.000	0.012	0.020	0.146	0.036	0.013	0.184	0.013
부번	-0.061	-0.101	0.012	1.000	-0.048	0.112	0.036	0.020	0.000	0.020
동	0.022	0.021	0.020	-0.048	1.000	-0.025	-0.134	0.091	0.000	0.091
시가표준액	-0.115	-0.097	0.146	0.112	-0.025	1.000	0.708	0.000	0.000	0.000
연면적	-0.029	-0.007	0.036	0.036	-0.134	0.708	1.000	0.000	0.000	0.000
과세년도	0.018	0.023	0.013	0.020	0.091	0.000	0.000	1.000	0.000	1.000
특수지	0.093	0.041	0.184	0.000	0.000	0.000	0.000	0.000	1.000	0.000
결정일자	0.018	0.023	0.013	0.020	0.091	0.000	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	결정일자
30976	충청남도	서천군	44770	2022	310	25	1	578	2	1	101	충청남도 서천군 마서면 송석리 578-2 1동 101호	5798100	193.27	20220601
35984	충청남도	서천군	44770	2022	340	36	1	257	3	1	101	충청남도 서천군 한산면 마양리 257-3 1동 101호	2005080	45.57	20220601
16089	충청남도	서천군	44770	2021	390	23	1	303	0	0	102	[ 충서로460번길 29-4 ] 0000동 0102호	1876800	36.8	20210601
35098	충청남도	서천군	44770	2022	340	21	1	172	5	2	101	충청남도 서천군 한산면 지현리 172-5 2동 101호	1432000	57.28	20220601
13495	충청남도	서천군	44770	2021	350	36	2	29	3	0	101	[ 마명송림길135번길 71-2 ] 0000동 0101호	2328970	47.53	20210601
6239	충청남도	서천군	44770	2021	253	21	1	503	4	0	101	[ 서천로84번길 2 ] 0000동 0101호	19984330	94.96	20210601
1991	충청남도	서천군	44770	2021	250	26	1	330	0	17	107	충청남도 서천군 장항읍 화천리 330 17동 107호	15645600	147.6	20210601
28269	충청남도	서천군	44770	2022	253	21	1	187	12	0	101	충청남도 서천군 서천읍 군사리 187-12 101호	1764000	12.0	20220601
39549	충청남도	서천군	44770	2022	390	26	1	301	5	0	201	충청남도 서천군 종천면 화산리 301-5 201호	36623790	85.77	20220601
41077	충청남도	서천군	44770	2022	400	31	1	379	3	1	101	[ 갯벌체험로695번길 9-33 ] 0001동 0101호	2245800	11.4	20220601

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	결정일자
40190	충청남도	서천군	44770	2022	380	29	1	144	34	0	201	[ 종판로901번길 12 ] 0000동 0201호	7392000	168.0	20220601
20058	충청남도	서천군	44770	2021	410	24	1	462	0	1	101	충청남도 서천군 서면 부사리 462 1동 101호	304831510	999.12	20210601
15600	충청남도	서천군	44770	2021	390	29	1	442	0	0	101	충청남도 서천군 종천면 석촌리 442 101호	12936000	84.0	20210601
15592	충청남도	서천군	44770	2021	390	25	1	645	47	0	103	충청남도 서천군 종천면 장구리 645-47 103호	86094060	1247.74	20210601
12278	충청남도	서천군	44770	2021	350	24	1	37	4	1	1	[ 한마로912번길 41 ] 0001동 0001호	39833640	86.22	20210601
39438	충청남도	서천군	44770	2022	380	31	1	13	7	0	101	충청남도 서천군 판교면 수성리 13-7 101호	1350000	90.0	20220601
29109	충청남도	서천군	44770	2022	253	22	1	385	0	106	201	충청남도 서천군 서천읍 사곡리 385 106동 201호	166881330	268.73	20220601
43892	충청남도	서천군	44770	2022	410	24	1	23	20	1	102	충청남도 서천군 서면 부사리 23-20 1동 102호	540280	4.48	20220601
10237	충청남도	서천군	44770	2021	253	21	1	754	11	1	101	[ 서천로 144-2 ] 0001동 0101호	6498000	85.5	20210601
16106	충청남도	서천군	44770	2021	390	22	1	117	2	9000	101	충청남도 서천군 종천면 랑평리 117-2 9000동 101호	1908000	18.0	20210601

Most frequently occurring

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	결정일자	# duplicates
5	충청남도	서천군	44770	2021	390	24	1	562	0	1	101	충청남도 서천군 종천면 당정리 562 1동 101호	29066940	246.33	20210601	4
17	충청남도	서천군	44770	2021	410	28	1	1383	0	2	101	충청남도 서천군 서면 도둔리 1383 2동 101호	7312140	24.62	20210601	3
38	충청남도	서천군	44770	2022	410	28	1	1	20	1	101	충청남도 서천군 서면 도둔리 1-20 1동 101호	1758630	18.91	20220601	3
39	충청남도	서천군	44770	2022	410	28	1	1021	20	1	101	충청남도 서천군 서면 도둔리 1021-20 1동 101호	1335000	89.0	20220601	3
0	충청남도	서천군	44770	2021	250	22	1	187	3	1	101	충청남도 서천군 장항읍 창선2리 187-3 1동 101호	90432000	192.0	20210601	2
1	충청남도	서천군	44770	2021	250	24	1	421	1	9000	101	충청남도 서천군 장항읍 신창리 421-1 9000동 101호	7884000	18.0	20210601	2
2	충청남도	서천군	44770	2021	250	27	1	3	35	2	101	[ 장마로185번길 24-41 ] 0002동 0101호	90000	18.0	20210601	2
3	충청남도	서천군	44770	2021	330	32	1	127	0	1	101	[ 장산로 1673-13 ] 0001동 0101호	370000	74.0	20210601	2
4	충청남도	서천군	44770	2021	340	21	1	60	1	1	101	충청남도 서천군 한산면 지현리 60-1 1동 101호	3320000	40.0	20210601	2
6	충청남도	서천군	44770	2021	390	25	1	86	10	1	101	[ 장천로1062번길 134 ] 0001동 0101호	47876400	290.16	20210601	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

Other Letter

Most occurring scripts

Most frequent character per script

Common

Hangul

Most occurring blocks

Most frequent character per block

ASCII

Hangul

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