gimi9 Pandas Profiling

Dataset statistics

Number of variables	15
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	14
Duplicate rows (%)	0.1%
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	일반건축물에 대한 지방세 부과기준인 시가표준액에 대한 물건지, 시가표준 금액, 연면적, 결정일자 정보를 제공합니다.
Author	경상남도 통영시
URL	https://bigdata.gyeongnam.go.kr/index.gn?menuCd=DOM_000000114002001000&publicdatapk=15080069

Alerts

`시도명` has constant value ""	Constant
`시군구명` has constant value ""	Constant
`자치단체코드` has constant value ""	Constant
Dataset has 14 (0.1%) 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 (93.3%)	Imbalance
`시가표준액` is highly skewed (γ1 = 80.07491197)	Skewed
`연면적` is highly skewed (γ1 = 76.62397116)	Skewed
`법정리` has 5038 (50.4%) zeros	Zeros
`부번` has 2579 (25.8%) zeros	Zeros

Reproduction

Analysis started	2023-12-11 00:02:00.206234
Analysis finished	2023-12-11 00:02:07.064370
Duration	6.86 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

시도명
Categorical

CONSTANT

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

경상남도	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
경상남도	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
경상남도	10000	100.0%

시군구명
Categorical

CONSTANT

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

통영시	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
통영시	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
통영시	10000	100.0%

자치단체코드
Categorical

CONSTANT

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

48220	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	48220
2nd row	48220
3rd row	48220
4th row	48220
5th row	48220

Common Values

Value	Count	Frequency (%)
48220	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
48220	10000	100.0%

과세년도
Categorical

HIGH CORRELATION

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

2020	3367
2018	3336
2019	3297

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2020
2nd row	2020
3rd row	2018
4th row	2019
5th row	2018

Common Values

Value	Count	Frequency (%)
2020	3367	33.7%
2018	3336	33.4%
2019	3297	33.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2020	3367	33.7%
2018	3336	33.4%
2019	3297	33.0%

법정동
Real number (ℝ)

HIGH CORRELATION

Distinct	24
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	214.1194

Minimum	101
Maximum	370
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	101
5-th percentile	102
Q1	110
median	117
Q3	340
95-th percentile	360
Maximum	370
Range	269
Interquartile range (IQR)	230

Descriptive statistics

Standard deviation	109.06522
Coefficient of variation (CV)	0.50936639
Kurtosis	-1.8340668
Mean	214.1194
Median Absolute Deviation (MAD)	16
Skewness	0.16368961
Sum	2141194
Variance	11895.223
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
340	1641	16.4%
250	950	9.5%
111	857	8.6%
310	794	7.9%
109	561	5.6%
330	527	5.3%
110	511	5.1%
350	472	4.7%
104	437	4.4%
117	383	3.8%
Other values (14)	2867	28.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
101	239	2.4%
102	366	3.7%
103	89	0.9%
104	437	4.4%
105	232	2.3%
106	67	0.7%
107	210	2.1%
108	269	2.7%
109	561	5.6%
110	511	5.1%

Value	Count	Frequency (%)
370	241	2.4%
360	337	3.4%
350	472	4.7%
340	1641	16.4%
330	527	5.3%
310	794	7.9%
250	950	9.5%
117	383	3.8%
116	256	2.6%
115	300	3.0%

법정리
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	12
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.8713

Minimum	0
Maximum	31
Zeros	5038
Zeros (%)	50.4%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	24
95-th percentile	27
Maximum	31
Range	31
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	12.056636
Coefficient of variation (CV)	1.0156121
Kurtosis	-1.9310625
Mean	11.8713
Median Absolute Deviation (MAD)	0
Skewness	0.06283545
Sum	118713
Variance	145.36247
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	5038	50.4%
24	1280	12.8%
21	855	8.6%
23	605	6.0%
26	592	5.9%
22	572	5.7%
27	451	4.5%
25	409	4.1%
28	92	0.9%
30	41	0.4%
Other values (2)	65	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5038	50.4%
21	855	8.6%
22	572	5.7%
23	605	6.0%
24	1280	12.8%
25	409	4.1%
26	592	5.9%
27	451	4.5%
28	92	0.9%
29	38	0.4%

Value	Count	Frequency (%)
31	27	0.3%
30	41	0.4%
29	38	0.4%
28	92	0.9%
27	451	4.5%
26	592	5.9%
25	409	4.1%
24	1280	12.8%
23	605	6.0%
22	572	5.7%

특수지
Categorical

IMBALANCE

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

1	9920
2	80

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	9920	99.2%
2	80	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	9920	99.2%
2	80	0.8%

본번
Real number (ℝ)

Distinct	1261
Distinct (%)	12.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	629.9832

Minimum	1
Maximum	2050
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	37
Q1	178
median	512
Q3	993
95-th percentile	1575
Maximum	2050
Range	2049
Interquartile range (IQR)	815

Descriptive statistics

Standard deviation	500.00398
Coefficient of variation (CV)	0.79367827
Kurtosis	-0.63003179
Mean	629.9832
Median Absolute Deviation (MAD)	362
Skewness	0.66021948
Sum	6299832
Variance	250003.98
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
177	246	2.5%
1158	122	1.2%
1574	98	1.0%
645	90	0.9%
163	85	0.9%
1	84	0.8%
1570	82	0.8%
1572	81	0.8%
1580	74	0.7%
986	73	0.7%
Other values (1251)	8965	89.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	84	0.8%
2	31	0.3%
3	8	0.1%
4	20	0.2%
5	21	0.2%
6	9	0.1%
7	10	0.1%
8	13	0.1%
9	5	0.1%
10	9	0.1%

Value	Count	Frequency (%)
2050	47	0.5%
2048	1	< 0.1%
2036	1	< 0.1%
2035	1	< 0.1%
1994	1	< 0.1%
1987	2	< 0.1%
1985	2	< 0.1%
1954	1	< 0.1%
1941	1	< 0.1%
1940	1	< 0.1%

부번
Real number (ℝ)

ZEROS

Distinct	164
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.8508

Minimum	0
Maximum	447
Zeros	2579
Zeros (%)	25.8%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	9
95-th percentile	52
Maximum	447
Range	447
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	55.542251
Coefficient of variation (CV)	3.5040661
Kurtosis	40.847417
Mean	15.8508
Median Absolute Deviation (MAD)	2
Skewness	6.2898396
Sum	158508
Variance	3084.9416
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2579	25.8%
1	1531	15.3%
2	1026	10.3%
4	545	5.5%
3	525	5.2%
5	381	3.8%
6	330	3.3%
7	278	2.8%
8	229	2.3%
9	160	1.6%
Other values (154)	2416	24.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2579	25.8%
1	1531	15.3%
2	1026	10.3%
3	525	5.2%
4	545	5.5%
5	381	3.8%
6	330	3.3%
7	278	2.8%
8	229	2.3%
9	160	1.6%

Value	Count	Frequency (%)
447	1	< 0.1%
436	1	< 0.1%
434	1	< 0.1%
428	1	< 0.1%
424	13	0.1%
423	10	0.1%
422	16	0.2%
418	33	0.3%
417	33	0.3%
415	9	0.1%

동
Real number (ℝ)

Distinct	59
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	242.9557

Minimum	0
Maximum	9002
Zeros	1
Zeros (%)	< 0.1%
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	9
Maximum	9002
Range	9002
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1435.8652
Coefficient of variation (CV)	5.9099879
Kurtosis	32.41123
Mean	242.9557
Median Absolute Deviation (MAD)	0
Skewness	5.8558068
Sum	2429557
Variance	2061709
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	8379	83.8%
2	727	7.3%
9001	234	2.3%
3	164	1.6%
4	60	0.6%
6	56	0.6%
10	39	0.4%
5	37	0.4%
8	30	0.3%
101	28	0.3%
Other values (49)	246	2.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	8379	83.8%
2	727	7.3%
3	164	1.6%
4	60	0.6%
5	37	0.4%
6	56	0.6%
7	28	0.3%
8	30	0.3%
9	22	0.2%

Value	Count	Frequency (%)
9002	10	0.1%
9001	234	2.3%
8004	2	< 0.1%
8003	2	< 0.1%
8002	2	< 0.1%
8001	4	< 0.1%
7002	15	0.1%
5001	2	< 0.1%
1007	1	< 0.1%
1005	1	< 0.1%

호
Text

Distinct	387
Distinct (%)	3.9%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	6
Median length	3
Mean length	2.9574
Min length	1

Characters and Unicode

Total characters	29574
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	171 ?
Unique (%)	1.7%

Sample

1st row	201
2nd row	301
3rd row	202
4th row	102
5th row	107

Value	Count	Frequency (%)
101	3756	37.6%
102	1265	12.7%
201	1224	12.2%
301	441	4.4%
103	425	4.2%
8101	256	2.6%
202	208	2.1%
401	182	1.8%
104	164	1.6%
1	151	1.5%
Other values (377)	1928	19.3%

Most occurring characters

Value	Count	Frequency (%)
1	13146	44.5%
0	9144	30.9%
2	3635	12.3%
3	1358	4.6%
4	688	2.3%
8	505	1.7%
5	449	1.5%
6	284	1.0%
7	220	0.7%
9	133	0.4%
Other values (6)	12	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	29562	> 99.9%
Uppercase Letter	8	< 0.1%
Dash Punctuation	2	< 0.1%
Other Letter	2	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	13146	44.5%
0	9144	30.9%
2	3635	12.3%
3	1358	4.6%
4	688	2.3%
8	505	1.7%
5	449	1.5%
6	284	1.0%
7	220	0.7%
9	133	0.4%

Uppercase Letter

Value	Count	Frequency (%)
B	3	37.5%
H	2	25.0%
C	2	25.0%
A	1	12.5%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Other Letter

Value	Count	Frequency (%)
비	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	29564	> 99.9%
Latin	8	< 0.1%
Hangul	2	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	13146	44.5%
0	9144	30.9%
2	3635	12.3%
3	1358	4.6%
4	688	2.3%
8	505	1.7%
5	449	1.5%
6	284	1.0%
7	220	0.7%
9	133	0.4%

Latin

Value	Count	Frequency (%)
B	3	37.5%
H	2	25.0%
C	2	25.0%
A	1	12.5%

Hangul

Value	Count	Frequency (%)
비	2	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	29572	> 99.9%
Hangul	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	13146	44.5%
0	9144	30.9%
2	3635	12.3%
3	1358	4.6%
4	688	2.3%
8	505	1.7%
5	449	1.5%
6	284	1.0%
7	220	0.7%
9	133	0.4%
Other values (5)	10	< 0.1%

Hangul

Value	Count	Frequency (%)
비	2	100.0%

물건지
Text

Distinct	8705
Distinct (%)	87.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	35
Median length	32
Mean length	26.3013
Min length	21

Characters and Unicode

Total characters	263013
Distinct characters	216
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	7603 ?
Unique (%)	76.0%

Sample

1st row	경상남도 통영시 무전동 1055-9 1동 201호
2nd row	경상남도 통영시 중앙동 120-2 1동 301호
3rd row	[ 도동길 117 ] 0001동 0202호
4th row	경상남도 통영시 동호동 356 1동 102호
5th row	경상남도 통영시 광도면 죽림리 1573-2 522동 107호

Value	Count	Frequency (%)
	9234	14.6%
통영시	5383	8.5%
경상남도	5383	8.5%
1동	4338	6.9%
0001동	4041	6.4%
101호	2256	3.6%
0101호	1500	2.4%
광도면	837	1.3%
102호	807	1.3%
0201호	694	1.1%
Other values (4464)	28711	45.4%

Most occurring characters

Value	Count	Frequency (%)
	53184	20.2%
0	30460	11.6%
1	29678	11.3%
동	13085	5.0%
호	10465	4.0%
2	9438	3.6%
도	7378	2.8%
남	6774	2.6%
영	5662	2.2%
통	5597	2.1%
Other values (206)	91292	34.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	99996	38.0%
Decimal Number	95216	36.2%
Space Separator	53184	20.2%
Dash Punctuation	5375	2.0%
Open Punctuation	4617	1.8%
Close Punctuation	4617	1.8%
Uppercase Letter	8	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	13085	13.1%
호	10465	10.5%
도	7378	7.4%
남	6774	6.8%
영	5662	5.7%
통	5597	5.6%
시	5565	5.6%
상	5435	5.4%
경	5383	5.4%
리	3180	3.2%
Other values (188)	31472	31.5%

Decimal Number

Value	Count	Frequency (%)
0	30460	32.0%
1	29678	31.2%
2	9438	9.9%
3	5446	5.7%
4	4225	4.4%
5	4105	4.3%
6	3200	3.4%
7	3032	3.2%
8	2934	3.1%
9	2698	2.8%

Uppercase Letter

Value	Count	Frequency (%)
B	3	37.5%
C	2	25.0%
H	2	25.0%
A	1	12.5%

Space Separator

Value	Count	Frequency (%)
	53184	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5375	100.0%

Open Punctuation

Value	Count	Frequency (%)
[	4617	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	4617	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	163009	62.0%
Hangul	99996	38.0%
Latin	8	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	13085	13.1%
호	10465	10.5%
도	7378	7.4%
남	6774	6.8%
영	5662	5.7%
통	5597	5.6%
시	5565	5.6%
상	5435	5.4%
경	5383	5.4%
리	3180	3.2%
Other values (188)	31472	31.5%

Common

Value	Count	Frequency (%)
	53184	32.6%
0	30460	18.7%
1	29678	18.2%
2	9438	5.8%
3	5446	3.3%
-	5375	3.3%
[	4617	2.8%
]	4617	2.8%
4	4225	2.6%
5	4105	2.5%
Other values (4)	11864	7.3%

Latin

Value	Count	Frequency (%)
B	3	37.5%
C	2	25.0%
H	2	25.0%
A	1	12.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	163017	62.0%
Hangul	99996	38.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	53184	32.6%
0	30460	18.7%
1	29678	18.2%
2	9438	5.8%
3	5446	3.3%
-	5375	3.3%
[	4617	2.8%
]	4617	2.8%
4	4225	2.6%
5	4105	2.5%
Other values (8)	11872	7.3%

Hangul

Value	Count	Frequency (%)
동	13085	13.1%
호	10465	10.5%
도	7378	7.4%
남	6774	6.8%
영	5662	5.7%
통	5597	5.6%
시	5565	5.6%
상	5435	5.4%
경	5383	5.4%
리	3180	3.2%
Other values (188)	31472	31.5%

시가표준액
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	8974
Distinct (%)	89.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	62680309

Minimum	19000
Maximum	4.4919914 × 10¹⁰
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	19000
5-th percentile	540000
Q1	3404310
median	20102580
Q3	59019712
95-th percentile	2.0621068 × 10⁸
Maximum	4.4919914 × 10¹⁰
Range	4.4919895 × 10¹⁰
Interquartile range (IQR)	55615402

Descriptive statistics

Standard deviation	4.8557278 × 10⁸
Coefficient of variation (CV)	7.7468153
Kurtosis	7300.2601
Mean	62680309
Median Absolute Deviation (MAD)	18608610
Skewness	80.074912
Sum	6.2680309 × 10¹¹
Variance	2.3578092 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
61165440	40	0.4%
60981760	18	0.2%
4476780	14	0.1%
41358770	13	0.1%
16779070	12	0.1%
16747940	12	0.1%
25333740	11	0.1%
4392990	10	0.1%
540000	9	0.1%
720000	9	0.1%
Other values (8964)	9852	98.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19000	1	< 0.1%
35400	1	< 0.1%
46000	1	< 0.1%
48720	1	< 0.1%
51610	1	< 0.1%
59360	1	< 0.1%
60480	1	< 0.1%
63000	1	< 0.1%
66700	1	< 0.1%
69000	1	< 0.1%

Value	Count	Frequency (%)
44919913710	1	< 0.1%
7305292200	1	< 0.1%
7294704820	1	< 0.1%
5914028400	1	< 0.1%
5655695200	1	< 0.1%
4875705380	1	< 0.1%
2718156570	1	< 0.1%
2290397760	1	< 0.1%
2229801580	1	< 0.1%
2132419090	1	< 0.1%

연면적
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	5600
Distinct (%)	56.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	150.70681

Minimum	0.82
Maximum	87333.36
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0.82
5-th percentile	9.739
Q1	30.84
median	68.78
Q3	138.16
95-th percentile	430.36
Maximum	87333.36
Range	87332.54
Interquartile range (IQR)	107.32

Descriptive statistics

Standard deviation	959.08602
Coefficient of variation (CV)	6.3639195
Kurtosis	6850.2883
Mean	150.70681
Median Absolute Deviation (MAD)	44.78
Skewness	76.623971
Sum	1507068.1
Variance	919845.99
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18.0	218	2.2%
91.84	60	0.6%
12.0	45	0.4%
27.0	45	0.4%
15.0	44	0.4%
24.0	38	0.4%
36.0	36	0.4%
11.97	33	0.3%
62.57	30	0.3%
9.0	29	0.3%
Other values (5590)	9422	94.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.82	1	< 0.1%
1.0	3	< 0.1%
1.1013	1	< 0.1%
1.28	1	< 0.1%
1.37	1	< 0.1%
1.44	1	< 0.1%
1.61	1	< 0.1%
1.68	3	< 0.1%
1.74	1	< 0.1%
1.8	1	< 0.1%

Value	Count	Frequency (%)
87333.36	1	< 0.1%
18739.0	1	< 0.1%
10587.38	2	< 0.1%
10480.65	1	< 0.1%
9567.0	1	< 0.1%
6816.66	1	< 0.1%
6509.62	1	< 0.1%
6256.3	1	< 0.1%
5791.68	1	< 0.1%
5283.89	1	< 0.1%

기준일자
Categorical

HIGH CORRELATION

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

2020-06-01	3367
2018-06-01	3336
2019-06-01	3297

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2020-06-01
2nd row	2020-06-01
3rd row	2018-06-01
4th row	2019-06-01
5th row	2018-06-01

Common Values

Value	Count	Frequency (%)
2020-06-01	3367	33.7%
2018-06-01	3336	33.4%
2019-06-01	3297	33.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2020-06-01	3367	33.7%
2018-06-01	3336	33.4%
2019-06-01	3297	33.0%

Heatmap
Table

	과세년도	법정동	법정리	특수지	본번	부번	동	시가표준액	연면적	기준일자
과세년도	1.000	0.037	0.039	0.000	0.000	0.000	0.025	0.023	0.000	1.000
법정동	0.037	1.000	0.898	0.076	0.652	0.176	0.111	0.007	0.015	0.037
법정리	0.039	0.898	1.000	0.182	0.605	0.167	0.119	0.000	0.018	0.039
특수지	0.000	0.076	0.182	1.000	0.138	0.000	0.000	0.000	0.000	0.000
본번	0.000	0.652	0.605	0.138	1.000	0.238	0.108	0.134	0.112	0.000
부번	0.000	0.176	0.167	0.000	0.238	1.000	0.036	0.000	0.000	0.000
동	0.025	0.111	0.119	0.000	0.108	0.036	1.000	0.000	0.000	0.025
시가표준액	0.023	0.007	0.000	0.000	0.134	0.000	0.000	1.000	0.779	0.023
연면적	0.000	0.015	0.018	0.000	0.112	0.000	0.000	0.779	1.000	0.000
기준일자	1.000	0.037	0.039	0.000	0.000	0.000	0.025	0.023	0.000	1.000

Heatmap
Table

	과세년도	기준일자	특수지
과세년도	1.000	1.000	0.000
기준일자	1.000	1.000	0.000
특수지	0.000	0.000	1.000

Heatmap
Table

	법정동	법정리	본번	부번	동	시가표준액	연면적	과세년도	특수지	기준일자
법정동	1.000	0.778	0.274	-0.162	-0.109	-0.052	0.056	0.028	0.093	0.028
법정리	0.778	1.000	0.244	-0.159	-0.102	-0.086	0.017	0.029	0.223	0.029
본번	0.274	0.244	1.000	-0.042	0.012	0.209	0.145	0.000	0.106	0.000
부번	-0.162	-0.159	-0.042	1.000	0.005	0.065	-0.006	0.000	0.000	0.000
동	-0.109	-0.102	0.012	0.005	1.000	-0.055	-0.120	0.010	0.000	0.010
시가표준액	-0.052	-0.086	0.209	0.065	-0.055	1.000	0.807	0.007	0.000	0.007
연면적	0.056	0.017	0.145	-0.006	-0.120	0.807	1.000	0.000	0.000	0.000
과세년도	0.028	0.029	0.000	0.000	0.010	0.007	0.000	1.000	0.000	1.000
특수지	0.093	0.223	0.106	0.000	0.000	0.000	0.000	0.000	1.000	0.000
기준일자	0.028	0.029	0.000	0.000	0.010	0.007	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	기준일자
71216	경상남도	통영시	48220	2020	111	0	1	1055	9	1	201	경상남도 통영시 무전동 1055-9 1동 201호	54551670	126.57	2020-06-01
72051	경상남도	통영시	48220	2020	105	0	1	120	2	1	301	경상남도 통영시 중앙동 120-2 1동 301호	3175800	15.8	2020-06-01
25748	경상남도	통영시	48220	2018	350	22	1	635	4	1	202	[ 도동길 117 ] 0001동 0202호	11923200	29.44	2018-06-01
35534	경상남도	통영시	48220	2019	108	0	1	356	0	1	102	경상남도 통영시 동호동 356 1동 102호	1340000	20.0	2019-06-01
22594	경상남도	통영시	48220	2018	340	24	1	1573	2	522	107	경상남도 통영시 광도면 죽림리 1573-2 522동 107호	60278780	74.6949	2018-06-01
37753	경상남도	통영시	48220	2019	110	0	1	664	20	2	101	경상남도 통영시 북신동 664-20 2동 101호	58467200	83.05	2019-06-01
41362	경상남도	통영시	48220	2019	340	24	1	402	2	1	101	[ 죽림1로 12 ] 0001동 0101호	38152400	131.56	2019-06-01
67990	경상남도	통영시	48220	2020	340	24	1	1584	4	1	101	[ 신죽1길 32 ] 0001동 0101호	258951000	438.9	2020-06-01
23418	경상남도	통영시	48220	2018	250	26	1	1284	4	1	102	경상남도 통영시 산양읍 남평리 1284-4 1동 102호	5448960	12.8	2018-06-01
42710	경상남도	통영시	48220	2019	330	23	1	1365	2	1	101	경상남도 통영시 도산면 법송리 1365-2 1동 101호	90305280	257.28	2019-06-01

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	기준일자
65911	경상남도	통영시	48220	2020	340	24	1	1571	28	1	201	[ 죽림5로 25-42 ] 0001동 0201호	511839000	639.0	2020-06-01
12529	경상남도	통영시	48220	2018	370	22	2	296	1	1	101	경상남도 통영시 사량면 돈지리 산 296-1 1동 101호	1247400	46.2	2018-06-01
51769	경상남도	통영시	48220	2019	340	24	1	1570	8	1	415	[ 죽림4로 23-96 ] 0001동 0415호	41358770	62.57	2019-06-01
79690	경상남도	통영시	48220	2020	101	0	1	1021	1	1	211	경상남도 통영시 도천동 1021-1 1동 211호	51473760	113.88	2020-06-01
38389	경상남도	통영시	48220	2019	107	0	1	372	2	1	101	경상남도 통영시 태평동 372-2 1동 101호	30657120	150.28	2019-06-01
45997	경상남도	통영시	48220	2019	370	21	1	1007	4	1	101	경상남도 통영시 사량면 금평리 1007-4 1동 101호	2743800	10.76	2019-06-01
40448	경상남도	통영시	48220	2019	340	24	1	70	3	2	101	경상남도 통영시 광도면 죽림리 70-3 2동 101호	756000	50.4	2019-06-01
82713	경상남도	통영시	48220	2020	105	0	1	38	4	10	16	경상남도 통영시 중앙동 38-4 10동 16호	2996250	11.75	2020-06-01
30557	경상남도	통영시	48220	2019	108	0	1	160	3	1	701	경상남도 통영시 동호동 160-3 1동 701호	96556320	208.32	2019-06-01
60114	경상남도	통영시	48220	2020	101	0	1	110	33	7	101	경상남도 통영시 도천동 110-33 7동 101호	4320000	60.0	2020-06-01

Most frequently occurring

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	기준일자	# duplicates
4	경상남도	통영시	48220	2019	310	25	1	1173	0	1	201	경상남도 통영시 용남면 원평리 1173 1동 201호	10312500	16.5	2019-06-01	3
11	경상남도	통영시	48220	2020	310	24	1	296	3	1	101	경상남도 통영시 용남면 삼화리 296-3 1동 101호	46596320	74.08	2020-06-01	3
0	경상남도	통영시	48220	2018	109	0	1	1398	0	2	1	[ 멘데산업길 89 ] 0002동 0001호	20007000	87.75	2018-06-01	2
1	경상남도	통영시	48220	2018	109	0	1	1398	0	2	7	[ 멘데산업길 89 ] 0002동 0007호	10225800	44.85	2018-06-01	2
2	경상남도	통영시	48220	2019	108	0	1	351	1	1	101	[ 동호안길 91 ] 0001동 0101호	32893700	95.9	2019-06-01	2
3	경상남도	통영시	48220	2019	250	27	1	1021	0	1	101	경상남도 통영시 산양읍 풍화리 1021 1동 101호	18281250	29.25	2019-06-01	2
5	경상남도	통영시	48220	2019	340	26	1	1661	0	3	201	경상남도 통영시 광도면 황리 1661 3동 201호	9072000	108.0	2019-06-01	2
6	경상남도	통영시	48220	2019	340	27	1	2050	0	1	102	경상남도 통영시 광도면 안정리 2050 1동 102호	4310320	12.53	2019-06-01	2
7	경상남도	통영시	48220	2020	106	0	1	62	0	2	101	경상남도 통영시 문화동 62 2동 101호	31822320	39.58	2020-06-01	2
8	경상남도	통영시	48220	2020	109	0	1	1399	21	1	101	경상남도 통영시 정량동 1399-21 1동 101호	143700480	207.36	2020-06-01	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

Uppercase Letter

Dash Punctuation

Other Letter

Most occurring scripts

Most frequent character per script

Common

Latin

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

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

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring