gimi9 Pandas Profiling

Dataset statistics

Number of variables	15
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	42
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.
URL	https://www.data.go.kr/data/15080610/fileData.do

Alerts

`시도명` has constant value ""	Constant
`시군구명` has constant value ""	Constant
`자치단체코드` has constant value ""	Constant
Dataset has 42 (0.4%) duplicate rows	Duplicates
`결정일자` is highly overall correlated with `과세년도`	High correlation
`과세년도` is highly overall correlated with `결정일자`	High correlation
`시가표준액` is highly overall correlated with `연면적`	High correlation
`연면적` is highly overall correlated with `시가표준액`	High correlation
`특수지` is highly imbalanced (94.4%)	Imbalance
`시가표준액` is highly skewed (γ1 = 28.36354299)	Skewed
`연면적` is highly skewed (γ1 = 24.56773835)	Skewed
`부번` has 2777 (27.8%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 15:06:06.082864
Analysis finished	2023-12-12 15:06:18.632004
Duration	12.55 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	5057
2021	4943

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2021
2nd row	2022
3rd row	2021
4th row	2022
5th row	2022

Common Values

Value	Count	Frequency (%)
2022	5057	50.6%
2021	4943	49.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2022	5057	50.6%
2021	4943	49.4%

법정동
Real number (ℝ)

Distinct	13
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	324.8875

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	320
Q3	390
95-th percentile	410
Maximum	410
Range	160
Interquartile range (IQR)	137

Descriptive statistics

Standard deviation	61.244281
Coefficient of variation (CV)	0.18850919
Kurtosis	-1.5206624
Mean	324.8875
Median Absolute Deviation (MAD)	67
Skewness	0.011473873
Sum	3248875
Variance	3750.8619
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
250	1827	18.3%
253	1605	16.1%
410	1299	13.0%
310	1137	11.4%
400	684	6.8%
390	653	6.5%
340	631	6.3%
380	467	4.7%
320	461	4.6%
330	373	3.7%
Other values (3)	863	8.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
250	1827	18.3%
253	1605	16.1%
310	1137	11.4%
320	461	4.6%
330	373	3.7%
340	631	6.3%
350	362	3.6%
360	195	1.9%
370	306	3.1%
380	467	4.7%

Value	Count	Frequency (%)
410	1299	13.0%
400	684	6.8%
390	653	6.5%
380	467	4.7%
370	306	3.1%
360	195	1.9%
350	362	3.6%
340	631	6.3%
330	373	3.7%
320	461	4.6%

법정리
Real number (ℝ)

Distinct	21
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26.0286

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	4.4334126
Coefficient of variation (CV)	0.17032851
Kurtosis	-0.032619818
Mean	26.0286
Median Absolute Deviation (MAD)	3
Skewness	0.75201581
Sum	260286
Variance	19.655148
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
21	1977	19.8%
22	1000	10.0%
24	980	9.8%
28	973	9.7%
30	843	8.4%
23	694	6.9%
29	616	6.2%
26	586	5.9%
25	506	5.1%
27	408	4.1%
Other values (11)	1417	14.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
21	1977	19.8%
22	1000	10.0%
23	694	6.9%
24	980	9.8%
25	506	5.1%
26	586	5.9%
27	408	4.1%
28	973	9.7%
29	616	6.2%
30	843	8.4%

Value	Count	Frequency (%)
41	11	0.1%
40	15	0.1%
39	84	0.8%
38	75	0.8%
37	76	0.8%
36	111	1.1%
35	92	0.9%
34	151	1.5%
33	296	3.0%
32	194	1.9%

특수지
Categorical

IMBALANCE

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

1	9888
2	111
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	9888	98.9%
2	111	1.1%
7	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	9888	98.9%
2	111	1.1%
7	1	< 0.1%

본번
Real number (ℝ)

Distinct	882
Distinct (%)	8.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	330.9368

Minimum	1
Maximum	1471
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	27
Q1	143
median	286
Q3	459
95-th percentile	855
Maximum	1471
Range	1470
Interquartile range (IQR)	316

Descriptive statistics

Standard deviation	253.22692
Coefficient of variation (CV)	0.7651821
Kurtosis	1.9929106
Mean	330.9368
Median Absolute Deviation (MAD)	157
Skewness	1.2637477
Sum	3309368
Variance	64123.871
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
450	148	1.5%
72	130	1.3%
313	103	1.0%
303	77	0.8%
332	63	0.6%
73	62	0.6%
350	62	0.6%
25	59	0.6%
243	52	0.5%
416	51	0.5%
Other values (872)	9193	91.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	35	0.4%
2	24	0.2%
3	33	0.3%
4	10	0.1%
5	22	0.2%
6	12	0.1%
7	13	0.1%
8	12	0.1%
9	5	0.1%
10	24	0.2%

Value	Count	Frequency (%)
1471	1	< 0.1%
1449	5	0.1%
1448	2	< 0.1%
1441	1	< 0.1%
1424	5	0.1%
1418	1	< 0.1%
1414	2	< 0.1%
1412	6	0.1%
1406	2	< 0.1%
1391	1	< 0.1%

부번
Real number (ℝ)

ZEROS

Distinct	208
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14.7306

Minimum	0
Maximum	975
Zeros	2777
Zeros (%)	27.8%
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	48
Maximum	975
Range	975
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	65.195298
Coefficient of variation (CV)	4.4258413
Kurtosis	92.677933
Mean	14.7306
Median Absolute Deviation (MAD)	2
Skewness	9.0662551
Sum	147306
Variance	4250.4269
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2777	27.8%
1	1648	16.5%
2	1028	10.3%
3	695	7.0%
4	566	5.7%
5	399	4.0%
6	300	3.0%
7	230	2.3%
8	185	1.8%
9	183	1.8%
Other values (198)	1989	19.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2777	27.8%
1	1648	16.5%
2	1028	10.3%
3	695	7.0%
4	566	5.7%
5	399	4.0%
6	300	3.0%
7	230	2.3%
8	185	1.8%
9	183	1.8%

Value	Count	Frequency (%)
975	1	< 0.1%
866	1	< 0.1%
833	1	< 0.1%
825	1	< 0.1%
821	2	< 0.1%
802	1	< 0.1%
789	14	0.1%
781	3	< 0.1%
766	1	< 0.1%
756	5	0.1%

동
Text

Distinct	73
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	4
Median length	1
Mean length	1.3184
Min length	1

Characters and Unicode

Total characters	13184
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	32 ?
Unique (%)	0.3%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	0
5th row	2

Value	Count	Frequency (%)
0	5212	52.1%
1	3075	30.7%
9000	861	8.6%
2	353	3.5%
3	129	1.3%
4	55	0.5%
9001	54	0.5%
9999	29	0.3%
5	27	0.3%
6	17	0.2%
Other values (63)	189	1.9%

Most occurring characters

Value	Count	Frequency (%)
0	8069	61.2%
1	3259	24.7%
9	1118	8.5%
2	385	2.9%
3	153	1.2%
4	72	0.5%
5	41	0.3%
6	41	0.3%
7	25	0.2%
8	19	0.1%
Other values (2)	2	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	13182	> 99.9%
Modifier Symbol	1	< 0.1%
Space Separator	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	8069	61.2%
1	3259	24.7%
9	1118	8.5%
2	385	2.9%
3	153	1.2%
4	72	0.5%
5	41	0.3%
6	41	0.3%
7	25	0.2%
8	19	0.1%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Space Separator

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	13184	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	8069	61.2%
1	3259	24.7%
9	1118	8.5%
2	385	2.9%
3	153	1.2%
4	72	0.5%
5	41	0.3%
6	41	0.3%
7	25	0.2%
8	19	0.1%
Other values (2)	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	13184	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	8069	61.2%
1	3259	24.7%
9	1118	8.5%
2	385	2.9%
3	153	1.2%
4	72	0.5%
5	41	0.3%
6	41	0.3%
7	25	0.2%
8	19	0.1%
Other values (2)	2	< 0.1%

호
Real number (ℝ)

Distinct	106
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	230.2367

Minimum	0
Maximum	8102
Zeros	42
Zeros (%)	0.4%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	101
Q1	101
median	101
Q3	103
95-th percentile	301
Maximum	8102
Range	8102
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	930.77954
Coefficient of variation (CV)	4.0427071
Kurtosis	67.084799
Mean	230.2367
Median Absolute Deviation (MAD)	0
Skewness	8.2859065
Sum	2302367
Variance	866350.55
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
101	5128	51.3%
102	1694	16.9%
103	774	7.7%
201	700	7.0%
104	318	3.2%
301	187	1.9%
105	160	1.6%
8101	120	1.2%
106	107	1.1%
202	103	1.0%
Other values (96)	709	7.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	42	0.4%
1	95	0.9%
2	21	0.2%
3	11	0.1%
4	1	< 0.1%
5	2	< 0.1%
6	1	< 0.1%
7	2	< 0.1%
8	1	< 0.1%
81	2	< 0.1%

Value	Count	Frequency (%)
8102	16	0.2%
8101	120	1.2%
8001	1	< 0.1%
3001	1	< 0.1%
1402	1	< 0.1%
1010	3	< 0.1%
1004	1	< 0.1%
1003	1	< 0.1%
1001	3	< 0.1%
903	1	< 0.1%

물건지
Text

Distinct	8329
Distinct (%)	83.3%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	35
Median length	32
Mean length	27.1103
Min length	20

Characters and Unicode

Total characters	271103
Distinct characters	172
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	7060 ?
Unique (%)	70.6%

Sample

1st row	[ 부사로 153 ] 0001동 0101호
2nd row	충청남도 서천군 서면 신합리 473-26 101호
3rd row	충청남도 서천군 마서면 당선리 359-3 101호
4th row	[ 사곡로 173 ] 0000동 0101호
5th row	충청남도 서천군 마서면 덕암리 229-8 2동 102호

Value	Count	Frequency (%)
	8608	13.6%
충청남도	5696	9.0%
서천군	5696	9.0%
101호	2823	4.5%
0000동	2705	4.3%
0101호	2305	3.6%
1동	1997	3.2%
장항읍	1155	1.8%
0001동	1079	1.7%
102호	952	1.5%
Other values (4365)	30230	47.8%

Most occurring characters

Value	Count	Frequency (%)
	53247	19.6%
0	33873	12.5%
1	26004	9.6%
호	10019	3.7%
서	8821	3.3%
2	8722	3.2%
동	7857	2.9%
천	7392	2.7%
도	6209	2.3%
군	6186	2.3%
Other values (162)	102773	37.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	108427	40.0%
Decimal Number	95220	35.1%
Space Separator	53247	19.6%
Dash Punctuation	5601	2.1%
Close Punctuation	4304	1.6%
Open Punctuation	4304	1.6%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
호	10019	9.2%
서	8821	8.1%
동	7857	7.2%
천	7392	6.8%
도	6209	5.7%
군	6186	5.7%
충	6041	5.6%
남	5956	5.5%
청	5768	5.3%
리	5719	5.3%
Other values (148)	38459	35.5%

Decimal Number

Value	Count	Frequency (%)
0	33873	35.6%
1	26004	27.3%
2	8722	9.2%
3	5857	6.2%
4	4378	4.6%
5	3899	4.1%
9	3649	3.8%
7	3032	3.2%
6	3013	3.2%
8	2793	2.9%

Space Separator

Value	Count	Frequency (%)
	53247	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5601	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	4304	100.0%

Open Punctuation

Value	Count	Frequency (%)
[	4304	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	162676	60.0%
Hangul	108427	40.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
호	10019	9.2%
서	8821	8.1%
동	7857	7.2%
천	7392	6.8%
도	6209	5.7%
군	6186	5.7%
충	6041	5.6%
남	5956	5.5%
청	5768	5.3%
리	5719	5.3%
Other values (148)	38459	35.5%

Common

Value	Count	Frequency (%)
	53247	32.7%
0	33873	20.8%
1	26004	16.0%
2	8722	5.4%
3	5857	3.6%
-	5601	3.4%
4	4378	2.7%
]	4304	2.6%
[	4304	2.6%
5	3899	2.4%
Other values (4)	12487	7.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	162676	60.0%
Hangul	108427	40.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	53247	32.7%
0	33873	20.8%
1	26004	16.0%
2	8722	5.4%
3	5857	3.6%
-	5601	3.4%
4	4378	2.7%
]	4304	2.6%
[	4304	2.6%
5	3899	2.4%
Other values (4)	12487	7.7%

Hangul

Value	Count	Frequency (%)
호	10019	9.2%
서	8821	8.1%
동	7857	7.2%
천	7392	6.8%
도	6209	5.7%
군	6186	5.7%
충	6041	5.6%
남	5956	5.5%
청	5768	5.3%
리	5719	5.3%
Other values (148)	38459	35.5%

시가표준액
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	8220
Distinct (%)	82.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	44703541

Minimum	30000
Maximum	9.5958802 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	30000
5-th percentile	434640
Q1	2016000
median	7323435
Q3	35792610
95-th percentile	1.7562697 × 10⁸
Maximum	9.5958802 × 10⁹
Range	9.5958502 × 10⁹
Interquartile range (IQR)	33776610

Descriptive statistics

Standard deviation	1.9831321 × 10⁸
Coefficient of variation (CV)	4.4361857
Kurtosis	1151.88
Mean	44703541
Median Absolute Deviation (MAD)	6626790
Skewness	28.363543
Sum	4.4703541 × 10¹¹
Variance	3.9328129 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2502000	27	0.3%
2250000	26	0.3%
2016000	22	0.2%
2376000	21	0.2%
23984250	21	0.2%
2142000	17	0.2%
288000	17	0.2%
2610000	16	0.2%
24679200	16	0.2%
1764000	15	0.1%
Other values (8210)	9802	98.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
30000	2	< 0.1%
31200	1	< 0.1%
56750	1	< 0.1%
66120	1	< 0.1%
67110	1	< 0.1%
77500	1	< 0.1%
79500	1	< 0.1%
81000	1	< 0.1%
82600	2	< 0.1%
86800	1	< 0.1%

Value	Count	Frequency (%)
9595880160	1	< 0.1%
9331488000	1	< 0.1%
5463954080	1	< 0.1%
4832088750	1	< 0.1%
3631169990	1	< 0.1%
3464663800	1	< 0.1%
3281695200	1	< 0.1%
3006617190	1	< 0.1%
2734405630	1	< 0.1%
2383593150	1	< 0.1%

연면적
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	4829
Distinct (%)	48.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	174.30426

Minimum	0.95
Maximum	26269.01
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0.95
5-th percentile	12
Q1	29.9825
median	79.34
Q3	182.5625
95-th percentile	569.354
Maximum	26269.01
Range	26268.06
Interquartile range (IQR)	152.58

Descriptive statistics

Standard deviation	533.17212
Coefficient of variation (CV)	3.0588588
Kurtosis	888.62383
Mean	174.30426
Median Absolute Deviation (MAD)	59.405
Skewness	24.567738
Sum	1743042.6
Variance	284272.51
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18.0	638	6.4%
27.0	105	1.1%
16.5	74	0.7%
12.0	60	0.6%
15.0	57	0.6%
10.0	54	0.5%
24.0	52	0.5%
36.0	51	0.5%
198.0	45	0.4%
9.0	39	0.4%
Other values (4819)	8825	88.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.95	1	< 0.1%
1.12	1	< 0.1%
1.16	1	< 0.1%
1.29	1	< 0.1%
1.6	2	< 0.1%
1.7	1	< 0.1%
1.88	1	< 0.1%
2.0	2	< 0.1%
2.25	1	< 0.1%
2.28	1	< 0.1%

Value	Count	Frequency (%)
26269.01	1	< 0.1%
15552.48	2	< 0.1%
14622.49	1	< 0.1%
13806.73	1	< 0.1%
13325.63	1	< 0.1%
13056.0	1	< 0.1%
6511.3	1	< 0.1%
6171.25	1	< 0.1%
5962.93	2	< 0.1%
5611.095	1	< 0.1%

결정일자
Categorical

HIGH CORRELATION

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

20220601	5057
20210601	4943

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	20210601
2nd row	20220601
3rd row	20210601
4th row	20220601
5th row	20220601

Common Values

Value	Count	Frequency (%)
20220601	5057	50.6%
20210601	4943	49.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
20220601	5057	50.6%
20210601	4943	49.4%

Heatmap
Table

	과세년도	법정동	법정리	특수지	본번	부번	동	호	시가표준액	연면적	결정일자
과세년도	1.000	0.008	0.000	0.000	0.000	0.014	0.101	0.000	0.014	0.012	1.000
법정동	0.008	1.000	0.544	0.091	0.399	0.168	0.324	0.068	0.013	0.021	0.008
법정리	0.000	0.544	1.000	0.049	0.478	0.261	0.127	0.050	0.046	0.024	0.000
특수지	0.000	0.091	0.049	1.000	0.202	0.000	0.000	0.000	0.000	0.000	0.000
본번	0.000	0.399	0.478	0.202	1.000	0.179	0.126	0.034	0.107	0.066	0.000
부번	0.014	0.168	0.261	0.000	0.179	1.000	0.000	0.000	0.000	0.000	0.014
동	0.101	0.324	0.127	0.000	0.126	0.000	1.000	0.077	0.000	0.000	0.101
호	0.000	0.068	0.050	0.000	0.034	0.000	0.077	1.000	0.000	0.000	0.000
시가표준액	0.014	0.013	0.046	0.000	0.107	0.000	0.000	0.000	1.000	0.902	0.014
연면적	0.012	0.021	0.024	0.000	0.066	0.000	0.000	0.000	0.902	1.000	0.012
결정일자	1.000	0.008	0.000	0.000	0.000	0.014	0.101	0.000	0.014	0.012	1.000

Heatmap
Table

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

Heatmap
Table

	법정동	법정리	본번	부번	호	시가표준액	연면적	과세년도	특수지	결정일자
법정동	1.000	0.109	-0.100	-0.075	-0.126	-0.111	-0.027	0.006	0.063	0.006
법정리	0.109	1.000	-0.037	-0.125	-0.108	-0.093	0.004	0.000	0.034	0.000
본번	-0.100	-0.037	1.000	-0.008	0.060	0.135	0.037	0.000	0.122	0.000
부번	-0.075	-0.125	-0.008	1.000	0.030	0.124	0.051	0.011	0.000	0.011
호	-0.126	-0.108	0.060	0.030	1.000	0.082	0.002	0.025	0.000	0.025
시가표준액	-0.111	-0.093	0.135	0.124	0.082	1.000	0.711	0.010	0.000	0.010
연면적	-0.027	0.004	0.037	0.051	0.002	0.711	1.000	0.009	0.000	0.009
과세년도	0.006	0.000	0.000	0.011	0.025	0.010	0.009	1.000	0.000	1.000
특수지	0.063	0.034	0.122	0.000	0.000	0.000	0.000	0.000	1.000	0.000
결정일자	0.006	0.000	0.000	0.011	0.025	0.010	0.009	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
18583	충청남도	서천군	44770	2021	410	28	1	1062	9	1	101	[ 부사로 153 ] 0001동 0101호	239075510	367.95	20210601
41413	충청남도	서천군	44770	2022	410	26	1	473	26	0	101	충청남도 서천군 서면 신합리 473-26 101호	58066800	99.6	20220601
10085	충청남도	서천군	44770	2021	310	36	1	359	3	0	101	충청남도 서천군 마서면 당선리 359-3 101호	6405000	91.5	20210601
28249	충청남도	서천군	44770	2022	253	30	1	670	9	0	101	[ 사곡로 173 ] 0000동 0101호	78673920	199.68	20220601
31438	충청남도	서천군	44770	2022	310	30	1	229	8	2	102	충청남도 서천군 마서면 덕암리 229-8 2동 102호	13842500	18.72	20220601
30874	충청남도	서천군	44770	2022	310	23	1	155	0	1	201	[ 마서로 400 ] 0001동 0201호	412391680	518.08	20220601
3340	충청남도	서천군	44770	2021	250	24	1	171	20	0	102	충청남도 서천군 장항읍 신창리 171-20 102호	3855600	75.6	20210601
38185	충청남도	서천군	44770	2022	400	29	1	31	22	1	8101	[ 충서로 622 ] 0001동 8101호	25443000	56.54	20220601
4653	충청남도	서천군	44770	2021	253	22	1	313	0	1	301	충청남도 서천군 서천읍 사곡리 313 1동 301호	3834000	18.0	20210601
14117	충청남도	서천군	44770	2021	340	39	1	138	1	1	101	충청남도 서천군 한산면 용산리 138-1 1동 101호	396700	39.67	20210601

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	결정일자
2191	충청남도	서천군	44770	2021	250	22	1	539	1	0	202	충청남도 서천군 장항읍 창선2리 539-1 202호	1507080	19.83	20210601
33731	충청남도	서천군	44770	2022	350	32	1	148	0	9000	101	충청남도 서천군 마산면 벽오리 148 9000동 101호	8618400	342.0	20220601
18714	충청남도	서천군	44770	2021	410	28	1	1039	1	1	101	충청남도 서천군 서면 도둔리 1039-1 1동 101호	17308210	153.17	20210601
24023	충청남도	서천군	44770	2022	250	30	1	993	7	0	103	[ 장항공단길 77 ] 0000동 0103호	1311000	57.0	20220601
27286	충청남도	서천군	44770	2022	253	21	1	502	6	1	201	[ 군청로 29 ] 0001동 0201호	8525330	45.59	20220601
22207	충청남도	서천군	44770	2022	250	30	1	450	3	1	102	충청남도 서천군 장항읍 원수리 450-3 1동 102호	61153500	1036.5	20220601
35466	충청남도	서천군	44770	2022	330	21	1	245	17	9999	101	[ 기산길 62 ] 9999동 0101호	31872250	132.25	20220601
19941	충청남도	서천군	44770	2021	410	22	1	275	5	2	201	충청남도 서천군 서면 마량리 275-5 2동 201호	3498000	66.0	20210601
36961	충청남도	서천군	44770	2022	340	21	1	97	8	1	104	충청남도 서천군 한산면 지현리 97-8 1동 104호	31007150	61.14	20220601
38728	충청남도	서천군	44770	2022	380	30	1	339	1	0	102	[ 저산길33번길 43 ] 0000동 0102호	925540	66.11	20220601

Most frequently occurring

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	결정일자	# duplicates
12	충청남도	서천군	44770	2021	410	28	1	436	14	1	102	[ 춘장대길7번길 15 ] 0001동 0102호	115200	12.0	20210601	6
39	충청남도	서천군	44770	2022	410	28	1	436	14	1	102	[ 춘장대길7번길 15 ] 0001동 0102호	122400	12.0	20220601	5
10	충청남도	서천군	44770	2021	410	26	1	306	4	1	101	충청남도 서천군 서면 신합리 306-4 1동 101호	288000	12.0	20210601	3
13	충청남도	서천군	44770	2021	410	28	1	1383	0	2	101	충청남도 서천군 서면 도둔리 1383 2동 101호	7312140	24.62	20210601	3
21	충청남도	서천군	44770	2022	310	30	1	738	0	1	101	충청남도 서천군 마서면 덕암리 738 1동 101호	2052000	9.0	20220601	3
40	충청남도	서천군	44770	2022	410	28	1	1383	0	2	101	충청남도 서천군 서면 도둔리 1383 2동 101호	7656820	24.62	20220601	3
0	충청남도	서천군	44770	2021	250	29	1	378	0	1	0	충청남도 서천군 장항읍 옥산리 378 1동	24804630	219.51	20210601	2
1	충청남도	서천군	44770	2021	250	30	1	224	3	1	101	충청남도 서천군 장항읍 원수리 224-3 1동 101호	67108800	196.8	20210601	2
2	충청남도	서천군	44770	2021	310	31	1	755	0	1	201	충청남도 서천군 마서면 송내리 755 1동 201호	205788000	342.98	20210601	2
3	충청남도	서천군	44770	2021	310	37	1	191	1	1	101	충청남도 서천군 마서면 어리 191-1 1동 101호	2528750	2.89	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

Modifier Symbol

Space Separator

Most occurring scripts

Most frequent character per script

Common

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

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