gimi9 Pandas Profiling

Dataset statistics

Number of variables	15
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	35
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	일반 건축물에 대한 물건지 별 시가표준액 2017~2020년 정보 (시도명, 시군구명, 자치단체코드, 과세년도, 법정동, 법정리, 특수지, 본번, 부번, 동, 호, 물건지, 시가표준액, 연면적 등)
Author	충청남도
URL	https://alldam.chungnam.go.kr/index.chungnam?menuCd=DOM_000000201001001001&st=&cds=&orgCd=&apiType=&isOpen=Y&pageIndex=345&beforeMenuCd=DOM_000000201001001000&publicdatapk=15080846

Alerts

`시도명` has constant value ""	Constant
`시군구명` has constant value ""	Constant
`자치단체코드` has constant value ""	Constant
Dataset has 35 (0.4%) duplicate rows	Duplicates
`과세년도` is highly overall correlated with `기준일자`	High correlation
`기준일자` is highly overall correlated with `과세년도`	High correlation
`법정동` is highly overall correlated with `법정리`	High correlation
`법정리` is highly overall correlated with `법정동`	High correlation
`시가표준액` is highly overall correlated with `연면적`	High correlation
`연면적` is highly overall correlated with `시가표준액`	High correlation
`특수지` is highly imbalanced (89.0%)	Imbalance
`법정리` has 3814 (38.1%) zeros	Zeros
`부번` has 2779 (27.8%) zeros	Zeros

Reproduction

Analysis started	2024-01-09 23:09:07.910676
Analysis finished	2024-01-09 23:09:14.498370
Duration	6.59 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

공주시	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
공주시	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
공주시	10000	100.0%

자치단체코드
Categorical

CONSTANT

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

44150	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	44150
2nd row	44150
3rd row	44150
4th row	44150
5th row	44150

Common Values

Value	Count	Frequency (%)
44150	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
44150	10000	100.0%

과세년도
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

2019	3509
2018	3285
2017	3199
2020	7

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2018
2nd row	2018
3rd row	2019
4th row	2018
5th row	2019

Common Values

Value	Count	Frequency (%)
2019	3509	35.1%
2018	3285	32.9%
2017	3199	32.0%
2020	7	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2019	3509	35.1%
2018	3285	32.9%
2017	3199	32.0%
2020	7	0.1%

법정동
Real number (ℝ)

HIGH CORRELATION

Distinct	37
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	254.0914

Minimum	101
Maximum	400
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	101
5-th percentile	104
Q1	120
median	310
Q3	360
95-th percentile	390
Maximum	400
Range	299
Interquartile range (IQR)	240

Descriptive statistics

Standard deviation	114.98054
Coefficient of variation (CV)	0.45251646
Kurtosis	-1.7062324
Mean	254.0914
Median Absolute Deviation (MAD)	70
Skewness	-0.2621896
Sum	2540914
Variance	13220.524
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=37)

Value	Count	Frequency (%)
120	1168	11.7%
340	867	8.7%
380	849	8.5%
250	781	7.8%
370	730	7.3%
330	720	7.2%
320	600	6.0%
390	470	4.7%
310	467	4.7%
360	406	4.1%
Other values (27)	2942	29.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
101	91	0.9%
102	88	0.9%
103	56	0.6%
104	293	2.9%
105	329	3.3%
106	80	0.8%
107	130	1.3%
108	187	1.9%
109	212	2.1%
110	136	1.4%

Value	Count	Frequency (%)
400	296	3.0%
390	470	4.7%
380	849	8.5%
370	730	7.3%
360	406	4.1%
340	867	8.7%
330	720	7.2%
320	600	6.0%
310	467	4.7%
250	781	7.8%

법정리
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	24
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.433

Minimum	0
Maximum	43
Zeros	3814
Zeros (%)	38.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	23
Q3	29
95-th percentile	36
Maximum	43
Range	43
Interquartile range (IQR)	29

Descriptive statistics

Standard deviation	14.29336
Coefficient of variation (CV)	0.81990249
Kurtosis	-1.6198585
Mean	17.433
Median Absolute Deviation (MAD)	10
Skewness	-0.23117888
Sum	174330
Variance	204.30014
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0	3814	38.1%
21	745	7.4%
23	580	5.8%
33	516	5.2%
29	427	4.3%
24	420	4.2%
28	392	3.9%
25	367	3.7%
26	362	3.6%
27	345	3.5%
Other values (14)	2032	20.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3814	38.1%
21	745	7.4%
22	191	1.9%
23	580	5.8%
24	420	4.2%
25	367	3.7%
26	362	3.6%
27	345	3.5%
28	392	3.9%
29	427	4.3%

Value	Count	Frequency (%)
43	14	0.1%
42	16	0.2%
41	14	0.1%
40	29	0.3%
39	50	0.5%
38	168	1.7%
37	149	1.5%
36	163	1.6%
35	300	3.0%
34	168	1.7%

특수지
Categorical

IMBALANCE

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

1	9854
2	146

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	9854	98.5%
2	146	1.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	9854	98.5%
2	146	1.5%

본번
Real number (ℝ)

Distinct	837
Distinct (%)	8.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	314.18

Minimum	1
Maximum	1025
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	16
Q1	136
median	269
Q3	490
95-th percentile	726
Maximum	1025
Range	1024
Interquartile range (IQR)	354

Descriptive statistics

Standard deviation	228.12002
Coefficient of variation (CV)	0.72608067
Kurtosis	-0.48522741
Mean	314.18
Median Absolute Deviation (MAD)	161
Skewness	0.62409086
Sum	3141800
Variance	52038.745
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
147	97	1.0%
182	85	0.9%
186	77	0.8%
360	76	0.8%
1	70	0.7%
725	62	0.6%
608	56	0.6%
231	51	0.5%
5	50	0.5%
20	50	0.5%
Other values (827)	9326	93.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	70	0.7%
2	31	0.3%
3	45	0.4%
4	20	0.2%
5	50	0.5%
6	31	0.3%
7	17	0.2%
8	23	0.2%
9	31	0.3%
10	33	0.3%

Value	Count	Frequency (%)
1025	2	< 0.1%
1021	1	< 0.1%
993	1	< 0.1%
992	1	< 0.1%
963	1	< 0.1%
962	3	< 0.1%
961	7	0.1%
956	1	< 0.1%
955	4	< 0.1%
954	2	< 0.1%

부번
Real number (ℝ)

ZEROS

Distinct	143
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.4562

Minimum	0
Maximum	314
Zeros	2779
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	6
95-th percentile	23
Maximum	314
Range	314
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	17.680145
Coefficient of variation (CV)	2.7384755
Kurtosis	74.495696
Mean	6.4562
Median Absolute Deviation (MAD)	2
Skewness	7.5428045
Sum	64562
Variance	312.58754
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2779	27.8%
1	1932	19.3%
2	1007	10.1%
3	769	7.7%
4	508	5.1%
5	407	4.1%
6	349	3.5%
7	252	2.5%
8	243	2.4%
10	203	2.0%
Other values (133)	1551	15.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2779	27.8%
1	1932	19.3%
2	1007	10.1%
3	769	7.7%
4	508	5.1%
5	407	4.1%
6	349	3.5%
7	252	2.5%
8	243	2.4%
9	179	1.8%

Value	Count	Frequency (%)
314	1	< 0.1%
281	1	< 0.1%
277	1	< 0.1%
273	1	< 0.1%
211	1	< 0.1%
209	2	< 0.1%
208	1	< 0.1%
206	4	< 0.1%
203	1	< 0.1%
198	2	< 0.1%

동
Real number (ℝ)

Distinct	47
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	32.4688

Minimum	0
Maximum	9301
Zeros	94
Zeros (%)	0.9%
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	9301
Range	9301
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	456.18063
Coefficient of variation (CV)	14.049815
Kurtosis	303.67781
Mean	32.4688
Median Absolute Deviation (MAD)	0
Skewness	17.03909
Sum	324688
Variance	208100.76
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
1	8616	86.2%
2	698	7.0%
3	192	1.9%
0	94	0.9%
4	90	0.9%
5	52	0.5%
6	38	0.4%
7	31	0.3%
14	17	0.2%
11	16	0.2%
Other values (37)	156	1.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	94	0.9%
1	8616	86.2%
2	698	7.0%
3	192	1.9%
4	90	0.9%
5	52	0.5%
6	38	0.4%
7	31	0.3%
8	12	0.1%
9	6	0.1%

Value	Count	Frequency (%)
9301	2	< 0.1%
9002	1	< 0.1%
9001	6	0.1%
9000	5	0.1%
8000	3	< 0.1%
7000	10	0.1%
6011	1	< 0.1%
5002	1	< 0.1%
5000	3	< 0.1%
4001	2	< 0.1%

호
Text

Distinct	150
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	6
Median length	3
Mean length	2.6978
Min length	1

Characters and Unicode

Total characters	26978
Distinct characters	11
Distinct categories	2 ?
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	75 ?
Unique (%)	0.8%

Sample

1st row	101
2nd row	101
3rd row	102
4th row	1
5th row	401

Value	Count	Frequency (%)
101	4655	46.6%
1	1012	10.1%
201	921	9.2%
102	879	8.8%
2	374	3.7%
301	359	3.6%
8101	320	3.2%
103	239	2.4%
202	143	1.4%
3	140	1.4%
Other values (140)	958	9.6%

Most occurring characters

Value	Count	Frequency (%)
1	13957	51.7%
0	8244	30.6%
2	2726	10.1%
3	902	3.3%
8	408	1.5%
4	368	1.4%
5	169	0.6%
6	105	0.4%
7	59	0.2%
9	37	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	26975	> 99.9%
Dash Punctuation	3	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	13957	51.7%
0	8244	30.6%
2	2726	10.1%
3	902	3.3%
8	408	1.5%
4	368	1.4%
5	169	0.6%
6	105	0.4%
7	59	0.2%
9	37	0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	26978	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	13957	51.7%
0	8244	30.6%
2	2726	10.1%
3	902	3.3%
8	408	1.5%
4	368	1.4%
5	169	0.6%
6	105	0.4%
7	59	0.2%
9	37	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	26978	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	13957	51.7%
0	8244	30.6%
2	2726	10.1%
3	902	3.3%
8	408	1.5%
4	368	1.4%
5	169	0.6%
6	105	0.4%
7	59	0.2%
9	37	0.1%

물건지
Text

Distinct	8045
Distinct (%)	80.5%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	32
Median length	29
Mean length	26.5493
Min length	18

Characters and Unicode

Total characters	265493
Distinct characters	316
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	6675 ?
Unique (%)	66.8%

Sample

1st row	충청남도 공주시 이인면 오룡리 212 1동 101호
2nd row	충청남도 공주시 반포면 마암리 204-15 1동 101호
3rd row	[ 전막2길 16-5 ] 0001동 0102호
4th row	충청남도 공주시 신풍면 산정리 489 1동 1호
5th row	충청남도 공주시 정안면 대산리 771-4 1동 401호

Value	Count	Frequency (%)
	7034	10.9%
충청남도	6483	10.0%
공주시	6483	10.0%
1동	5376	8.3%
0001동	3240	5.0%
101호	3164	4.9%
0101호	1491	2.3%
1호	698	1.1%
우성면	689	1.1%
102호	577	0.9%
Other values (4281)	29373	45.5%

Most occurring characters

Value	Count	Frequency (%)
	54608	20.6%
1	30228	11.4%
0	25367	9.6%
동	12304	4.6%
호	10057	3.8%
2	8529	3.2%
남	6710	2.5%
공	6661	2.5%
시	6610	2.5%
주	6607	2.5%
Other values (306)	97812	36.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	111812	42.1%
Decimal Number	86234	32.5%
Space Separator	54608	20.6%
Dash Punctuation	5805	2.2%
Close Punctuation	3517	1.3%
Open Punctuation	3517	1.3%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	12304	11.0%
호	10057	9.0%
남	6710	6.0%
공	6661	6.0%
시	6610	5.9%
주	6607	5.9%
도	6592	5.9%
청	6582	5.9%
충	6489	5.8%
리	4645	4.2%
Other values (292)	38555	34.5%

Decimal Number

Value	Count	Frequency (%)
1	30228	35.1%
0	25367	29.4%
2	8529	9.9%
3	4927	5.7%
4	3582	4.2%
5	3403	3.9%
6	2913	3.4%
8	2719	3.2%
7	2617	3.0%
9	1949	2.3%

Space Separator

Value	Count	Frequency (%)
	54608	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5805	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	3517	100.0%

Open Punctuation

Value	Count	Frequency (%)
[	3517	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	153681	57.9%
Hangul	111812	42.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	12304	11.0%
호	10057	9.0%
남	6710	6.0%
공	6661	6.0%
시	6610	5.9%
주	6607	5.9%
도	6592	5.9%
청	6582	5.9%
충	6489	5.8%
리	4645	4.2%
Other values (292)	38555	34.5%

Common

Value	Count	Frequency (%)
	54608	35.5%
1	30228	19.7%
0	25367	16.5%
2	8529	5.5%
-	5805	3.8%
3	4927	3.2%
4	3582	2.3%
]	3517	2.3%
[	3517	2.3%
5	3403	2.2%
Other values (4)	10198	6.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	153681	57.9%
Hangul	111812	42.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	54608	35.5%
1	30228	19.7%
0	25367	16.5%
2	8529	5.5%
-	5805	3.8%
3	4927	3.2%
4	3582	2.3%
]	3517	2.3%
[	3517	2.3%
5	3403	2.2%
Other values (4)	10198	6.6%

Hangul

Value	Count	Frequency (%)
동	12304	11.0%
호	10057	9.0%
남	6710	6.0%
공	6661	6.0%
시	6610	5.9%
주	6607	5.9%
도	6592	5.9%
청	6582	5.9%
충	6489	5.8%
리	4645	4.2%
Other values (292)	38555	34.5%

시가표준액
Real number (ℝ)

HIGH CORRELATION

Distinct	8773
Distinct (%)	87.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	58476000

Minimum	2390
Maximum	4.8770194 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	2390
5-th percentile	504000
Q1	3491235
median	15169580
Q3	55087575
95-th percentile	2.4483836 × 10⁸
Maximum	4.8770194 × 10⁹
Range	4.877017 × 10⁹
Interquartile range (IQR)	51596340

Descriptive statistics

Standard deviation	1.4307579 × 10⁸
Coefficient of variation (CV)	2.4467438
Kurtosis	176.71907
Mean	58476000
Median Absolute Deviation (MAD)	14035320
Skewness	9.2491797
Sum	5.8476 × 10¹¹
Variance	2.0470683 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
756000	21	0.2%
846000	17	0.2%
1980000	15	0.1%
720000	11	0.1%
594000	11	0.1%
2400000	10	0.1%
540000	10	0.1%
900000	10	0.1%
828000	9	0.1%
2160000	9	0.1%
Other values (8763)	9877	98.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2390	1	< 0.1%
14400	1	< 0.1%
27000	1	< 0.1%
46000	1	< 0.1%
48000	1	< 0.1%
49000	1	< 0.1%
52000	1	< 0.1%
56680	1	< 0.1%
59400	1	< 0.1%
59520	1	< 0.1%

Value	Count	Frequency (%)
4877019360	1	< 0.1%
2306347920	1	< 0.1%
2203923640	1	< 0.1%
2134235730	1	< 0.1%
1948897760	1	< 0.1%
1928259030	1	< 0.1%
1789042500	1	< 0.1%
1782713470	1	< 0.1%
1551776160	1	< 0.1%
1545264000	1	< 0.1%

연면적
Real number (ℝ)

HIGH CORRELATION

Distinct	5282
Distinct (%)	52.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	198.37701

Minimum	0.01
Maximum	11780.24
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0.01
5-th percentile	14.85
Q1	45.855
median	101.88895
Q3	198.4
95-th percentile	701.7875
Maximum	11780.24
Range	11780.23
Interquartile range (IQR)	152.545

Descriptive statistics

Standard deviation	352.85666
Coefficient of variation (CV)	1.7787175
Kurtosis	162.563
Mean	198.37701
Median Absolute Deviation (MAD)	69.11105
Skewness	8.6259322
Sum	1983770.1
Variance	124507.82
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18.0	265	2.6%
198.0	60	0.6%
50.0	48	0.5%
180.0	44	0.4%
100.0	43	0.4%
27.0	42	0.4%
66.0	41	0.4%
99.0	41	0.4%
36.0	37	0.4%
24.0	30	0.3%
Other values (5272)	9349	93.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01	1	< 0.1%
0.13	1	< 0.1%
1.0	2	< 0.1%
1.32	1	< 0.1%
1.38	1	< 0.1%
1.46	1	< 0.1%
1.7	1	< 0.1%
1.95	1	< 0.1%
2.0	4	< 0.1%
2.08	1	< 0.1%

Value	Count	Frequency (%)
11780.24	1	< 0.1%
7056.0	1	< 0.1%
5204.07	1	< 0.1%
4337.64	1	< 0.1%
4158.42	1	< 0.1%
4144.12	1	< 0.1%
4102.0	1	< 0.1%
4095.16	1	< 0.1%
4087.1	1	< 0.1%
4028.86	1	< 0.1%

기준일자
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

2019-06-01	3509
2018-06-01	3285
2017-06-01	3199
2020-06-01	7

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2018-06-01
2nd row	2018-06-01
3rd row	2019-06-01
4th row	2018-06-01
5th row	2019-06-01

Common Values

Value	Count	Frequency (%)
2019-06-01	3509	35.1%
2018-06-01	3285	32.9%
2017-06-01	3199	32.0%
2020-06-01	7	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2019-06-01	3509	35.1%
2018-06-01	3285	32.9%
2017-06-01	3199	32.0%
2020-06-01	7	0.1%

Heatmap
Table

	과세년도	법정동	법정리	특수지	본번	부번	동	시가표준액	연면적	기준일자
과세년도	1.000	0.040	0.032	0.020	0.051	0.000	0.000	0.018	0.000	1.000
법정동	0.040	1.000	0.673	0.077	0.260	0.145	0.094	0.053	0.030	0.040
법정리	0.032	0.673	1.000	0.046	0.273	0.124	0.040	0.036	0.074	0.032
특수지	0.020	0.077	0.046	1.000	0.315	0.000	0.000	0.000	0.035	0.020
본번	0.051	0.260	0.273	0.315	1.000	0.143	0.045	0.090	0.053	0.051
부번	0.000	0.145	0.124	0.000	0.143	1.000	0.241	0.000	0.000	0.000
동	0.000	0.094	0.040	0.000	0.045	0.241	1.000	0.000	0.000	0.000
시가표준액	0.018	0.053	0.036	0.000	0.090	0.000	0.000	1.000	0.832	0.018
연면적	0.000	0.030	0.074	0.035	0.053	0.000	0.000	0.832	1.000	0.000
기준일자	1.000	0.040	0.032	0.020	0.051	0.000	0.000	0.018	0.000	1.000

Heatmap
Table

	과세년도	특수지	기준일자
과세년도	1.000	0.013	1.000
특수지	0.013	1.000	0.013
기준일자	1.000	0.013	1.000

Heatmap
Table

	법정동	법정리	본번	부번	동	시가표준액	연면적	과세년도	특수지	기준일자
법정동	1.000	0.754	0.096	-0.192	0.043	-0.233	0.010	0.026	0.055	0.026
법정리	0.754	1.000	0.054	-0.215	0.034	-0.261	-0.010	0.022	0.050	0.022
본번	0.096	0.054	1.000	-0.019	-0.033	0.084	0.032	0.030	0.242	0.030
부번	-0.192	-0.215	-0.019	1.000	-0.058	0.088	-0.057	0.000	0.000	0.000
동	0.043	0.034	-0.033	-0.058	1.000	-0.084	-0.052	0.000	0.000	0.000
시가표준액	-0.233	-0.261	0.084	0.088	-0.084	1.000	0.622	0.012	0.000	0.012
연면적	0.010	-0.010	0.032	-0.057	-0.052	0.622	1.000	0.000	0.037	0.000
과세년도	0.026	0.022	0.030	0.000	0.000	0.012	0.000	1.000	0.013	1.000
특수지	0.055	0.050	0.242	0.000	0.000	0.000	0.037	0.013	1.000	0.013
기준일자	0.026	0.022	0.030	0.000	0.000	0.012	0.000	1.000	0.013	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
32962	충청남도	공주시	44150	2018	310	23	1	212	0	1	101	충청남도 공주시 이인면 오룡리 212 1동 101호	14250000	190.0	2018-06-01
29383	충청남도	공주시	44150	2018	340	28	1	204	15	1	101	충청남도 공주시 반포면 마암리 204-15 1동 101호	117593880	161.73	2018-06-01
62745	충청남도	공주시	44150	2019	120	0	1	595	13	1	102	[ 전막2길 16-5 ] 0001동 0102호	3116400	63.6	2019-06-01
50739	충청남도	공주시	44150	2018	400	21	1	489	0	1	1	충청남도 공주시 신풍면 산정리 489 1동 1호	502920	55.88	2018-06-01
68084	충청남도	공주시	44150	2019	370	38	1	771	4	1	401	충청남도 공주시 정안면 대산리 771-4 1동 401호	1185713300	2658.55	2019-06-01
65798	충청남도	공주시	44150	2019	120	0	1	651	3	1	105	[ 번영2로 67 ] 0001동 0105호	17708220	33.33	2019-06-01
86410	충청남도	공주시	44150	2019	320	22	1	578	0	1	101	충청남도 공주시 탄천면 광명리 578 1동 101호	1605000	15.0	2019-06-01
68326	충청남도	공주시	44150	2019	370	35	1	429	1	1	104	[ 차령고개로 17-99 ] 0001동 0104호	22748000	47.0	2019-06-01
41959	충청남도	공주시	44150	2018	250	21	1	66	11	1	1	충청남도 공주시 유구읍 백교리 66-11 1동 1호	14434200	48.6	2018-06-01
35382	충청남도	공주시	44150	2018	380	22	1	271	0	1	101	충청남도 공주시 우성면 단지리 271 1동 101호	12384000	96.0	2018-06-01

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	기준일자
61101	충청남도	공주시	44150	2019	400	24	1	150	1	1	101	[ 용수봉갑길 416-53 ] 0001동 0101호	15983040	332.98	2019-06-01
426	충청남도	공주시	44150	2017	105	0	1	181	5	1	1	충청남도 공주시 산성동 181-5 1동 1호	26293350	148.55	2017-06-01
75564	충청남도	공주시	44150	2019	250	30	2	6	1	1	101	충청남도 공주시 유구읍 구계리 산 6-1 1동 101호	738000	18.0	2019-06-01
20526	충청남도	공주시	44150	2017	127	0	1	125	3	1	101	충청남도 공주시 동현동 125-3 1동 101호	210000	25.0	2017-06-01
57856	충청남도	공주시	44150	2018	121	0	1	196	0	1	101	[ 장기로 87-3 ] 0001동 0101호	121005760	164.41	2018-06-01
30689	충청남도	공주시	44150	2018	340	29	1	247	1	1	101	[ 반포초교길 137 ] 0001동 0101호	65094680	95.307	2018-06-01
14964	충청남도	공주시	44150	2017	250	34	1	81	0	1	101	충청남도 공주시 유구읍 덕곡리 81 1동 101호	2016000	18.0	2017-06-01
31982	충청남도	공주시	44150	2018	330	22	1	383	0	1	1	[ 영규대사로 499 ] 0001동 0001호	75524760	195.66	2018-06-01
40253	충청남도	공주시	44150	2018	250	21	1	2	7	1	101	충청남도 공주시 유구읍 백교리 2-7 1동 101호	5799200	131.8	2018-06-01
48192	충청남도	공주시	44150	2018	109	0	1	257	2	1	2	[ 국고개길 44 ] 0001동 0002호	25806780	82.98	2018-06-01

Most frequently occurring

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	기준일자	# duplicates
17	충청남도	공주시	44150	2018	340	33	1	335	0	1	102	충청남도 공주시 반포면 학봉리 335 1동 102호	2192960	2.8	2018-06-01	5
28	충청남도	공주시	44150	2019	340	29	1	360	0	1	101	충청남도 공주시 반포면 봉곡리 360 1동 101호	10454400	43.2	2019-06-01	5
29	충청남도	공주시	44150	2019	340	33	1	335	0	1	102	충청남도 공주시 반포면 학봉리 335 1동 102호	2308740	2.8	2019-06-01	5
18	충청남도	공주시	44150	2018	340	33	1	794	17	1	101	충청남도 공주시 반포면 학봉리 794-17 1동 101호	2056950	3.15	2018-06-01	4
30	충청남도	공주시	44150	2019	340	33	1	794	17	1	101	충청남도 공주시 반포면 학봉리 794-17 1동 101호	2053800	3.15	2019-06-01	4
0	충청남도	공주시	44150	2017	310	37	1	575	0	1	101	충청남도 공주시 이인면 신영리 575 1동 101호	585120	195.04	2017-06-01	3
5	충청남도	공주시	44150	2017	340	29	1	360	0	1	101	충청남도 공주시 반포면 봉곡리 360 1동 101호	5586000	21.0	2017-06-01	3
16	충청남도	공주시	44150	2018	340	29	1	360	0	1	101	충청남도 공주시 반포면 봉곡리 360 1동 101호	10972800	43.2	2018-06-01	3
27	충청남도	공주시	44150	2019	340	29	1	360	0	1	101	충청남도 공주시 반포면 봉곡리 360 1동 101호	5082000	21.0	2019-06-01	3
1	충청남도	공주시	44150	2017	320	25	1	175	1	1	1	충청남도 공주시 탄천면 덕지리 175-1 1동 1호	2242640	11.56	2017-06-01	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

Dash Punctuation

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