gimi9 Pandas Profiling

Dataset statistics

Number of variables	16
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	40
Duplicate rows (%)	0.4%
Total size in memory	1.4 MiB
Average record size in memory	146.0 B

Variable types

Categorical	5
Numeric	7
Text	2
DateTime	2

Dataset

Description	강원도 춘천시 소재 일반건축물에 대한 지방세 부과기준인 시가표준액 데이터로, 시도명, 시군구명, 자치단체코드, 과세년도, 법정동, 법정리, 특수지, 본번, 부번, 동, 호, 물건지, 시가표준액, 연면적, 기준일자, 데이터기준일에 대한 자료
Author	강원특별자치도 춘천시
URL	https://www.data.go.kr/data/15080238/fileData.do

Alerts

`시도명` has constant value ""	Constant
`시군구명` has constant value ""	Constant
`자치단체코드` has constant value ""	Constant
`데이터기준일` has constant value ""	Constant
Dataset has 40 (0.4%) duplicate rows	Duplicates
`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 (89.9%)	Imbalance
`법정리` has 5727 (57.3%) zeros	Zeros
`부번` has 2449 (24.5%) zeros	Zeros
`동` has 468 (4.7%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 11:36:01.743993
Analysis finished	2023-12-12 11:36:15.938603
Duration	14.19 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

강원특별자치도	10000

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
강원특별자치도	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
강원특별자치도	10000	100.0%

시군구명
Categorical

CONSTANT

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

춘천시	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
춘천시	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
춘천시	10000	100.0%

자치단체코드
Categorical

CONSTANT

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

51110	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	51110
2nd row	51110
3rd row	51110
4th row	51110
5th row	51110

Common Values

Value	Count	Frequency (%)
51110	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
51110	10000	100.0%

과세년도
Categorical

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

2017	6384
2018	3616

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	2017
3rd row	2017
4th row	2018
5th row	2017

Common Values

Value	Count	Frequency (%)
2017	6384	63.8%
2018	3616	36.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2017	6384	63.8%
2018	3616	36.2%

법정동
Real number (ℝ)

HIGH CORRELATION

Distinct	39
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	216.4883

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	109
Q1	117
median	124
Q3	340
95-th percentile	400
Maximum	400
Range	299
Interquartile range (IQR)	223

Descriptive statistics

Standard deviation	118.57591
Coefficient of variation (CV)	0.54772435
Kurtosis	-1.6417126
Mean	216.4883
Median Absolute Deviation (MAD)	14
Skewness	0.44260694
Sum	2164883
Variance	14060.247
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
112	1045	10.4%
123	956	9.6%
120	926	9.3%
390	813	8.1%
400	714	7.1%
310	587	5.9%
124	540	5.4%
350	501	5.0%
330	355	3.5%
250	341	3.4%
Other values (29)	3222	32.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
101	13	0.1%
102	77	0.8%
103	30	0.3%
104	18	0.2%
105	74	0.7%
106	32	0.3%
107	59	0.6%
108	106	1.1%
109	277	2.8%
110	252	2.5%

Value	Count	Frequency (%)
400	714	7.1%
390	813	8.1%
380	113	1.1%
360	328	3.3%
350	501	5.0%
340	202	2.0%
330	355	3.5%
320	319	3.2%
310	587	5.9%
250	341	3.4%

법정리
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	12
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.3029

Minimum	0
Maximum	31
Zeros	5727
Zeros (%)	57.3%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	23
95-th percentile	28
Maximum	31
Range	31
Interquartile range (IQR)	23

Descriptive statistics

Standard deviation	12.04584
Coefficient of variation (CV)	1.1691698
Kurtosis	-1.7853741
Mean	10.3029
Median Absolute Deviation (MAD)	0
Skewness	0.35545938
Sum	103029
Variance	145.10226
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	5727	57.3%
22	718	7.2%
23	682	6.8%
21	670	6.7%
24	621	6.2%
25	527	5.3%
27	293	2.9%
26	231	2.3%
30	174	1.7%
29	166	1.7%
Other values (2)	191	1.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5727	57.3%
21	670	6.7%
22	718	7.2%
23	682	6.8%
24	621	6.2%
25	527	5.3%
26	231	2.3%
27	293	2.9%
28	158	1.6%
29	166	1.7%

Value	Count	Frequency (%)
31	33	0.3%
30	174	1.7%
29	166	1.7%
28	158	1.6%
27	293	2.9%
26	231	2.3%
25	527	5.3%
24	621	6.2%
23	682	6.8%
22	718	7.2%

특수지
Categorical

IMBALANCE

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

1	9770
2	228
3	2

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	9770	97.7%
2	228	2.3%
3	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	9770	97.7%
2	228	2.3%
3	2	< 0.1%

본번
Real number (ℝ)

Distinct	1163
Distinct (%)	11.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	478.2305

Minimum	1
Maximum	9999
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	17
Q1	172
median	426
Q3	730
95-th percentile	1045.15
Maximum	9999
Range	9998
Interquartile range (IQR)	558

Descriptive statistics

Standard deviation	423.9953
Coefficient of variation (CV)	0.88659192
Kurtosis	175.58289
Mean	478.2305
Median Absolute Deviation (MAD)	277
Skewness	8.0998739
Sum	4782305
Variance	179772.01
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
192	147	1.5%
11	128	1.3%
1017	104	1.0%
1	102	1.0%
188	87	0.9%
172	74	0.7%
1029	58	0.6%
765	53	0.5%
37	53	0.5%
654	48	0.5%
Other values (1153)	9146	91.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	102	1.0%
2	15	0.1%
3	9	0.1%
4	13	0.1%
5	25	0.2%
6	33	0.3%
7	31	0.3%
8	28	0.3%
9	10	0.1%
10	6	0.1%

Value	Count	Frequency (%)
9999	6	0.1%
9959	1	< 0.1%
1798	2	< 0.1%
1789	3	< 0.1%
1774	1	< 0.1%
1767	1	< 0.1%
1746	1	< 0.1%
1713	2	< 0.1%
1599	1	< 0.1%
1569	4	< 0.1%

부번
Real number (ℝ)

ZEROS

Distinct	162
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.5933

Minimum	0
Maximum	356
Zeros	2449
Zeros (%)	24.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	8
95-th percentile	35
Maximum	356
Range	356
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	21.933399
Coefficient of variation (CV)	2.5523837
Kurtosis	74.632874
Mean	8.5933
Median Absolute Deviation (MAD)	2
Skewness	7.3468167
Sum	85933
Variance	481.074
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2449	24.5%
1	1826	18.3%
2	806	8.1%
3	688	6.9%
4	555	5.5%
5	416	4.2%
6	328	3.3%
7	302	3.0%
8	272	2.7%
9	225	2.2%
Other values (152)	2133	21.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2449	24.5%
1	1826	18.3%
2	806	8.1%
3	688	6.9%
4	555	5.5%
5	416	4.2%
6	328	3.3%
7	302	3.0%
8	272	2.7%
9	225	2.2%

Value	Count	Frequency (%)
356	1	< 0.1%
340	1	< 0.1%
319	2	< 0.1%
318	3	< 0.1%
296	1	< 0.1%
289	2	< 0.1%
283	1	< 0.1%
276	1	< 0.1%
273	1	< 0.1%
265	1	< 0.1%

동
Real number (ℝ)

ZEROS

Distinct	117
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	412.3492

Minimum	0
Maximum	9999
Zeros	468
Zeros (%)	4.7%
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	439.2
Maximum	9999
Range	9999
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1857.7556
Coefficient of variation (CV)	4.505297
Kurtosis	17.197434
Mean	412.3492
Median Absolute Deviation (MAD)	0
Skewness	4.3758717
Sum	4123492
Variance	3451255.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	7702	77.0%
2	668	6.7%
0	468	4.7%
9001	403	4.0%
3	166	1.7%
4	84	0.8%
101	64	0.6%
5	53	0.5%
6	32	0.3%
8	28	0.3%
Other values (107)	332	3.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	468	4.7%
1	7702	77.0%
2	668	6.7%
3	166	1.7%
4	84	0.8%
5	53	0.5%
6	32	0.3%
7	16	0.2%
8	28	0.3%
9	15	0.1%

Value	Count	Frequency (%)
9999	3	< 0.1%
9112	4	< 0.1%
9006	2	< 0.1%
9003	2	< 0.1%
9002	12	0.1%
9001	403	4.0%
8002	12	0.1%
8001	5	0.1%
7004	1	< 0.1%
7003	1	< 0.1%

호
Text

Distinct	498
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	9
Median length	7
Mean length	2.1566
Min length	1

Characters and Unicode

Total characters	21566
Distinct characters	16
Distinct categories	4 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	320 ?
Unique (%)	3.2%

Sample

1st row	100
2nd row	101
3rd row	2-21-01
4th row	0
5th row	0

Value	Count	Frequency (%)
0	2890	28.9%
100	1597	16.0%
1	1313	13.1%
101	1050	10.5%
201	370	3.7%
102	339	3.4%
200	320	3.2%
301	159	1.6%
103	142	1.4%
2	129	1.3%
Other values (488)	1691	16.9%

Most occurring characters

Value	Count	Frequency (%)
0	10076	46.7%
1	7255	33.6%
2	1927	8.9%
3	671	3.1%
4	405	1.9%
8	394	1.8%
5	266	1.2%
6	196	0.9%
7	152	0.7%
9	111	0.5%
Other values (6)	113	0.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21453	99.5%
Dash Punctuation	72	0.3%
Other Letter	30	0.1%
Uppercase Letter	11	0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	10076	47.0%
1	7255	33.8%
2	1927	9.0%
3	671	3.1%
4	405	1.9%
8	394	1.8%
5	266	1.2%
6	196	0.9%
7	152	0.7%
9	111	0.5%

Other Letter

Value	Count	Frequency (%)
상	10	33.3%
영	10	33.3%
관	10	33.3%

Uppercase Letter

Value	Count	Frequency (%)
A	6	54.5%
B	5	45.5%

Dash Punctuation

Value	Count	Frequency (%)
-	72	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	21525	99.8%
Hangul	30	0.1%
Latin	11	0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	10076	46.8%
1	7255	33.7%
2	1927	9.0%
3	671	3.1%
4	405	1.9%
8	394	1.8%
5	266	1.2%
6	196	0.9%
7	152	0.7%
9	111	0.5%

Hangul

Value	Count	Frequency (%)
상	10	33.3%
영	10	33.3%
관	10	33.3%

Latin

Value	Count	Frequency (%)
A	6	54.5%
B	5	45.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21536	99.9%
Hangul	30	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	10076	46.8%
1	7255	33.7%
2	1927	8.9%
3	671	3.1%
4	405	1.9%
8	394	1.8%
5	266	1.2%
6	196	0.9%
7	152	0.7%
9	111	0.5%
Other values (3)	83	0.4%

Hangul

Value	Count	Frequency (%)
상	10	33.3%
영	10	33.3%
관	10	33.3%

물건지
Text

Distinct	8534
Distinct (%)	85.3%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	37
Median length	33
Mean length	26.6602
Min length	18

Characters and Unicode

Total characters	266602
Distinct characters	257
Distinct categories	7 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	7427 ?
Unique (%)	74.3%

Sample

1st row	강원특별자치도 춘천시 근화동 264-12 1동 100호
2nd row	[ 충열로16번길 5-15 ] 0001동 0101호
3rd row	[ 약사고개길 13 ] 0101동 2-21-01호
4th row	강원특별자치도 춘천시 후평동 225-6 1동
5th row	강원특별자치도 춘천시 후평동 748-1 1동

Value	Count	Frequency (%)
	9802	16.0%
강원특별자치도	5099	8.3%
춘천시	5099	8.3%
0001동	4220	6.9%
1동	3482	5.7%
0000호	1110	1.8%
0100호	1064	1.7%
1호	677	1.1%
0001호	636	1.0%
100호	533	0.9%
Other values (4821)	29375	48.1%

Most occurring characters

Value	Count	Frequency (%)
	51097	19.2%
0	34225	12.8%
1	23403	8.8%
동	13504	5.1%
호	8226	3.1%
2	7203	2.7%
천	5987	2.2%
춘	5871	2.2%
자	5733	2.2%
강	5399	2.0%
Other values (247)	105954	39.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	111741	41.9%
Decimal Number	88927	33.4%
Space Separator	51097	19.2%
Dash Punctuation	5024	1.9%
Open Punctuation	4901	1.8%
Close Punctuation	4901	1.8%
Uppercase Letter	11	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	13504	12.1%
호	8226	7.4%
천	5987	5.4%
춘	5871	5.3%
자	5733	5.1%
강	5399	4.8%
원	5332	4.8%
시	5167	4.6%
치	5120	4.6%
도	5110	4.6%
Other values (231)	46292	41.4%

Decimal Number

Value	Count	Frequency (%)
0	34225	38.5%
1	23403	26.3%
2	7203	8.1%
3	4729	5.3%
4	3895	4.4%
8	3312	3.7%
5	3180	3.6%
9	3148	3.5%
6	2974	3.3%
7	2858	3.2%

Uppercase Letter

Value	Count	Frequency (%)
A	6	54.5%
B	5	45.5%

Space Separator

Value	Count	Frequency (%)
	51097	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5024	100.0%

Open Punctuation

Value	Count	Frequency (%)
[	4901	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	4901	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	154850	58.1%
Hangul	111741	41.9%
Latin	11	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	13504	12.1%
호	8226	7.4%
천	5987	5.4%
춘	5871	5.3%
자	5733	5.1%
강	5399	4.8%
원	5332	4.8%
시	5167	4.6%
치	5120	4.6%
도	5110	4.6%
Other values (231)	46292	41.4%

Common

Value	Count	Frequency (%)
	51097	33.0%
0	34225	22.1%
1	23403	15.1%
2	7203	4.7%
-	5024	3.2%
[	4901	3.2%
]	4901	3.2%
3	4729	3.1%
4	3895	2.5%
8	3312	2.1%
Other values (4)	12160	7.9%

Latin

Value	Count	Frequency (%)
A	6	54.5%
B	5	45.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	154861	58.1%
Hangul	111741	41.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	51097	33.0%
0	34225	22.1%
1	23403	15.1%
2	7203	4.7%
-	5024	3.2%
[	4901	3.2%
]	4901	3.2%
3	4729	3.1%
4	3895	2.5%
8	3312	2.1%
Other values (6)	12171	7.9%

Hangul

Value	Count	Frequency (%)
동	13504	12.1%
호	8226	7.4%
천	5987	5.4%
춘	5871	5.3%
자	5733	5.1%
강	5399	4.8%
원	5332	4.8%
시	5167	4.6%
치	5120	4.6%
도	5110	4.6%
Other values (231)	46292	41.4%

시가표준액
Real number (ℝ)

HIGH CORRELATION

Distinct	8919
Distinct (%)	89.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	67546720

Minimum	12000
Maximum	4.041992 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	12000
5-th percentile	444843
Q1	4005290
median	19172010
Q3	58841465
95-th percentile	2.7714621 × 10⁸
Maximum	4.041992 × 10⁹
Range	4.04198 × 10⁹
Interquartile range (IQR)	54836175

Descriptive statistics

Standard deviation	1.8026468 × 10⁸
Coefficient of variation (CV)	2.6687407
Kurtosis	95.650282
Mean	67546720
Median Absolute Deviation (MAD)	17772315
Skewness	8.1019758
Sum	6.754672 × 10¹¹
Variance	3.2495356 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
864000	17	0.2%
684000	17	0.2%
792000	14	0.1%
846000	13	0.1%
882000	12	0.1%
486000	12	0.1%
612000	11	0.1%
990000	11	0.1%
9620820	10	0.1%
9422160	10	0.1%
Other values (8909)	9873	98.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12000	1	< 0.1%
15840	1	< 0.1%
20280	1	< 0.1%
21420	1	< 0.1%
22800	1	< 0.1%
23040	1	< 0.1%
26600	1	< 0.1%
27200	1	< 0.1%
32400	1	< 0.1%
36000	1	< 0.1%

Value	Count	Frequency (%)
4041991960	1	< 0.1%
3124565400	1	< 0.1%
3069093550	1	< 0.1%
2841718590	1	< 0.1%
2748595120	1	< 0.1%
2646306760	1	< 0.1%
2485184320	1	< 0.1%
2481804600	1	< 0.1%
2467240020	1	< 0.1%
2367172360	1	< 0.1%

연면적
Real number (ℝ)

HIGH CORRELATION

Distinct	5971
Distinct (%)	59.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	172.98123

Minimum	0.9
Maximum	9578.18
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0.9
5-th percentile	10.7
Q1	32
median	79.455
Q3	161.3425
95-th percentile	651.892
Maximum	9578.18
Range	9577.28
Interquartile range (IQR)	129.3425

Descriptive statistics

Standard deviation	360.15339
Coefficient of variation (CV)	2.0820374
Kurtosis	104.35972
Mean	172.98123
Median Absolute Deviation (MAD)	54.43655
Skewness	7.7681349
Sum	1729812.3
Variance	129710.46
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18.0	401	4.0%
27.0	43	0.4%
12.0	41	0.4%
32.0	38	0.4%
48.0	32	0.3%
24.0	32	0.3%
66.0	26	0.3%
36.0	26	0.3%
198.0	26	0.3%
72.0	25	0.2%
Other values (5961)	9310	93.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.9	2	< 0.1%
0.95	1	< 0.1%
1.0	8	0.1%
1.03	1	< 0.1%
1.08	1	< 0.1%
1.1	2	< 0.1%
1.2	3	< 0.1%
1.25	1	< 0.1%
1.32	1	< 0.1%
1.4	3	< 0.1%

Value	Count	Frequency (%)
9578.18	1	< 0.1%
6434.1584	1	< 0.1%
6264.02	1	< 0.1%
5520.0	2	< 0.1%
4840.18	1	< 0.1%
4734.19	1	< 0.1%
4680.85	1	< 0.1%
4495.5	1	< 0.1%
4461.0967	1	< 0.1%
4005.0	1	< 0.1%

기준일자
Date

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

Minimum	2017-06-01 00:00:00
Maximum	2018-06-01 00:00:00

Histogram

Histogram with fixed size bins (bins=2)

데이터기준일
Date

CONSTANT

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

Minimum	2023-11-08 00:00:00
Maximum	2023-11-08 00:00:00

Histogram

Histogram with fixed size bins (bins=1)

Heatmap
Table

	과세년도	법정동	법정리	특수지	본번	부번	동	시가표준액	연면적	기준일자
과세년도	1.000	0.327	0.129	0.021	0.028	0.000	0.024	0.017	0.011	1.000
법정동	0.327	1.000	0.688	0.265	0.135	0.092	0.123	0.047	0.040	0.327
법정리	0.129	0.688	1.000	0.171	0.091	0.097	0.132	0.035	0.035	0.129
특수지	0.021	0.265	0.171	1.000	0.146	0.000	0.069	0.148	0.103	0.021
본번	0.028	0.135	0.091	0.146	1.000	0.266	0.040	0.096	0.000	0.028
부번	0.000	0.092	0.097	0.000	0.266	1.000	0.000	0.000	0.000	0.000
동	0.024	0.123	0.132	0.069	0.040	0.000	1.000	0.000	0.000	0.024
시가표준액	0.017	0.047	0.035	0.148	0.096	0.000	0.000	1.000	0.837	0.017
연면적	0.011	0.040	0.035	0.103	0.000	0.000	0.000	0.837	1.000	0.011
기준일자	1.000	0.327	0.129	0.021	0.028	0.000	0.024	0.017	0.011	1.000

Heatmap
Table

	특수지	과세년도
특수지	1.000	0.034
과세년도	0.034	1.000

Heatmap
Table

	법정동	법정리	본번	부번	동	시가표준액	연면적	과세년도	특수지
법정동	1.000	0.840	0.176	-0.227	-0.159	-0.158	-0.021	0.235	0.114
법정리	0.840	1.000	-0.051	-0.217	-0.133	-0.257	-0.067	0.158	0.130
본번	0.176	-0.051	1.000	-0.098	-0.135	0.069	0.024	0.047	0.044
부번	-0.227	-0.217	-0.098	1.000	-0.127	0.028	-0.021	0.000	0.000
동	-0.159	-0.133	-0.135	-0.127	1.000	0.119	0.074	0.026	0.046
시가표준액	-0.158	-0.257	0.069	0.028	0.119	1.000	0.772	0.017	0.065
연면적	-0.021	-0.067	0.024	-0.021	0.074	0.772	1.000	0.008	0.065
과세년도	0.235	0.158	0.047	0.000	0.026	0.017	0.008	1.000	0.034
특수지	0.114	0.130	0.044	0.000	0.046	0.065	0.065	0.034	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	데이터기준일
22433	강원특별자치도	춘천시	51110	2017	117	0	1	264	12	1	100	강원특별자치도 춘천시 근화동 264-12 1동 100호	21973290	118.136	2017-06-01	2023-11-08
23574	강원특별자치도	춘천시	51110	2017	118	0	1	1065	12	1	101	[ 충열로16번길 5-15 ] 0001동 0101호	56631160	118.08	2017-06-01	2023-11-08
10218	강원특별자치도	춘천시	51110	2017	109	0	1	11	4	101	2-21-01	[ 약사고개길 13 ] 0101동 2-21-01호	11368000	39.2	2017-06-01	2023-11-08
66861	강원특별자치도	춘천시	51110	2018	120	0	1	225	6	1	0	강원특별자치도 춘천시 후평동 225-6 1동	238994500	308.38	2018-06-01	2023-11-08
27578	강원특별자치도	춘천시	51110	2017	120	0	1	748	1	1	0	강원특별자치도 춘천시 후평동 748-1 1동	121118990	183.82	2017-06-01	2023-11-08
57378	강원특별자치도	춘천시	51110	2018	340	23	1	833	1	4	8101	강원특별자치도 춘천시 남면 가정리 833-1 4동 8101호	21067200	42.0	2018-06-01	2023-11-08
68248	강원특별자치도	춘천시	51110	2018	124	0	1	648	1	1	0	[ 벌말길 83 ] 0001동 0000호	19667340	46.2	2018-06-01	2023-11-08
40262	강원특별자치도	춘천시	51110	2017	390	25	1	71	3	1	101	[ 사암길 16-2 ] 0001동 0101호	62999930	221.13	2017-06-01	2023-11-08
17396	강원특별자치도	춘천시	51110	2017	250	21	1	624	0	1	4	강원특별자치도 춘천시 신북읍 율문리 624 1동 4호	2182540	75.26	2017-06-01	2023-11-08
62710	강원특별자치도	춘천시	51110	2018	350	28	1	275	1	1	100	강원특별자치도 춘천시 서면 덕두원리 275-1 1동 100호	27126000	198.0	2018-06-01	2023-11-08

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	기준일자	데이터기준일
63778	강원특별자치도	춘천시	51110	2018	115	0	1	14	0	1	0	강원특별자치도 춘천시 소양로3가 14 1동	3504140	53.993	2018-06-01	2023-11-08
54294	강원특별자치도	춘천시	51110	2018	390	24	1	1126	10	0	0	강원특별자치도 춘천시 동내면 사암리 1126-10	1836000	18.0	2018-06-01	2023-11-08
52734	강원특별자치도	춘천시	51110	2018	400	30	1	386	5	1	100	강원특별자치도 춘천시 남산면 방하리 386-5 1동 100호	96921000	198.0	2018-06-01	2023-11-08
45339	강원특별자치도	춘천시	51110	2017	115	0	1	21	8	1	0	강원특별자치도 춘천시 소양로3가 21-8 1동	1108800	19.8	2017-06-01	2023-11-08
28476	강원특별자치도	춘천시	51110	2017	115	0	1	67	1	1	0	[ 금강로13번길 20 ] 0001동 0000호	38076480	132.21	2017-06-01	2023-11-08
48967	강원특별자치도	춘천시	51110	2017	390	23	1	328	4	1	1	[ 고은길 82-14 ] 0001동 0001호	990000	18.0	2017-06-01	2023-11-08
62184	강원특별자치도	춘천시	51110	2018	390	21	1	966	4	1	0	[ 춘천순환로72번길 33-18 ] 0001동 0000호	22499860	94.26	2018-06-01	2023-11-08
28698	강원특별자치도	춘천시	51110	2017	113	0	1	93	8	1	201	[ 소양로 206 ] 0001동 0201호	112943500	199.9	2017-06-01	2023-11-08
29981	강원특별자치도	춘천시	51110	2017	114	0	1	9	1	1	100	강원특별자치도 춘천시 소양로2가 9-1 1동 100호	41760480	144.6	2017-06-01	2023-11-08
31072	강원특별자치도	춘천시	51110	2017	112	0	1	666	18	1	100	[ 소전길 33-1 ] 0001동 0100호	3238150	9.78	2017-06-01	2023-11-08

Most frequently occurring

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	기준일자	데이터기준일	# duplicates
16	강원특별자치도	춘천시	51110	2017	125	0	1	290	3	1	1	강원특별자치도 춘천시 삼천동 290-3 1동 1호	15444500	39.5	2017-06-01	2023-11-08	6
20	강원특별자치도	춘천시	51110	2017	360	21	1	468	1	1	101	강원특별자치도 춘천시 사북면 신포리 468-1 1동 101호	1196000	46.0	2017-06-01	2023-11-08	4
35	강원특별자치도	춘천시	51110	2018	400	27	1	435	0	1	1	강원특별자치도 춘천시 남산면 강촌리 435 1동 1호	17239840	20.14	2018-06-01	2023-11-08	4
17	강원특별자치도	춘천시	51110	2017	250	24	1	876	0	9	101	[ 지내고탄로 470 ] 0009동 0101호	657000	2.25	2017-06-01	2023-11-08	3
21	강원특별자치도	춘천시	51110	2017	360	27	1	552	2	1	101	[ 춘화로 342 ] 0001동 0101호	40011450	84.95	2017-06-01	2023-11-08	3
0	강원특별자치도	춘천시	51110	2017	107	0	1	1	1	1	0	강원특별자치도 춘천시 옥천동 1-1 1동	93451000	413.5	2017-06-01	2023-11-08	2
1	강원특별자치도	춘천시	51110	2017	107	0	1	1	1	8	0	강원특별자치도 춘천시 옥천동 1-1 8동	291876480	579.12	2017-06-01	2023-11-08	2
2	강원특별자치도	춘천시	51110	2017	108	0	1	51	2	1	0	[ 명동길 11 ] 0001동 0000호	7172880	29.64	2017-06-01	2023-11-08	2
3	강원특별자치도	춘천시	51110	2017	112	0	1	333	48	1	1	[ 공지로252번길 22 ] 0001동 0001호	15630790	21.2375	2017-06-01	2023-11-08	2
4	강원특별자치도	춘천시	51110	2017	112	0	1	400	0	2	301	강원특별자치도 춘천시 효자동 400 2동 301호	35114040	73.9243	2017-06-01	2023-11-08	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

Uppercase Letter

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Hangul

Latin

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

Uppercase Letter

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring