gimi9 Pandas Profiling

Dataset statistics

Number of variables	16
Number of observations	2049
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	278.3 KiB
Average record size in memory	139.1 B

Variable types

Numeric	8
Categorical	5
Text	2
DateTime	1

Dataset

Description	- 임실군 관내 일반건축물에 대한 지방세 부과기준인 시가표준액을 제공합니다
Author	전라북도 임실군
URL	https://www.data.go.kr/data/15080712/fileData.do

Alerts

`시도명` has constant value ""	Constant
`시군구명` has constant value ""	Constant
`자치단체코드` has constant value ""	Constant
`과세연도` has constant value ""	Constant
`기준일자` has constant value ""	Constant
`시가표준액` is highly overall correlated with `연면적`	High correlation
`연면적` is highly overall correlated with `시가표준액`	High correlation
`특수지` is highly imbalanced (94.8%)	Imbalance
`동` is highly skewed (γ1 = 22.15175889)	Skewed
`순번` has unique values	Unique
`부번` has 695 (33.9%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 07:05:56.470675
Analysis finished	2023-12-12 07:06:05.171581
Duration	8.7 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

순번
Real number (ℝ)

UNIQUE

Distinct	2049
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1025

Minimum	1
Maximum	2049
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.1 KiB

Quantile statistics

Minimum	1
5-th percentile	103.4
Q1	513
median	1025
Q3	1537
95-th percentile	1946.6
Maximum	2049
Range	2048
Interquartile range (IQR)	1024

Descriptive statistics

Standard deviation	591.63967
Coefficient of variation (CV)	0.57720943
Kurtosis	-1.2
Mean	1025
Median Absolute Deviation (MAD)	512
Skewness	0
Sum	2100225
Variance	350037.5
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
1538	1	< 0.1%
1376	1	< 0.1%
1375	1	< 0.1%
1374	1	< 0.1%
1373	1	< 0.1%
1372	1	< 0.1%
1371	1	< 0.1%
1370	1	< 0.1%
1369	1	< 0.1%
Other values (2039)	2039	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
2049	1	< 0.1%
2048	1	< 0.1%
2047	1	< 0.1%
2046	1	< 0.1%
2045	1	< 0.1%
2044	1	< 0.1%
2043	1	< 0.1%
2042	1	< 0.1%
2041	1	< 0.1%
2040	1	< 0.1%

시도명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.1 KiB

전라북도	2049

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
전라북도	2049	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
전라북도	2049	100.0%

시군구명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.1 KiB

임실군	2049

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
임실군	2049	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
임실군	2049	100.0%

자치단체코드
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.1 KiB

45750	2049

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	45750
2nd row	45750
3rd row	45750
4th row	45750
5th row	45750

Common Values

Value	Count	Frequency (%)
45750	2049	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
45750	2049	100.0%

과세연도
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.1 KiB

2020	2049

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	2020
4th row	2020
5th row	2020

Common Values

Value	Count	Frequency (%)
2020	2049	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2020	2049	100.0%

법정동
Real number (ℝ)

Distinct	8
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	256.01025

Minimum	250
Maximum	410
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.1 KiB

Quantile statistics

Minimum	250
5-th percentile	250
Q1	250
median	250
Q3	250
95-th percentile	330
Maximum	410
Range	160
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	24.394111
Coefficient of variation (CV)	0.095285681
Kurtosis	15.001096
Mean	256.01025
Median Absolute Deviation (MAD)	0
Skewness	4.0057018
Sum	524565
Variance	595.07265
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
250	1927	94.0%
355	57	2.8%
330	31	1.5%
360	13	0.6%
320	8	0.4%
380	6	0.3%
410	6	0.3%
370	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
250	1927	94.0%
320	8	0.4%
330	31	1.5%
355	57	2.8%
360	13	0.6%
370	1	< 0.1%
380	6	0.3%
410	6	0.3%

Value	Count	Frequency (%)
410	6	0.3%
380	6	0.3%
370	1	< 0.1%
360	13	0.6%
355	57	2.8%
330	31	1.5%
320	8	0.4%
250	1927	94.0%

법정리
Real number (ℝ)

Distinct	13
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24.06491

Minimum	21
Maximum	33
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.1 KiB

Quantile statistics

Minimum	21
5-th percentile	21
Q1	22
median	22
Q3	26
95-th percentile	30
Maximum	33
Range	12
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.0594985
Coefficient of variation (CV)	0.12713526
Kurtosis	-0.17152718
Mean	24.06491
Median Absolute Deviation (MAD)	1
Skewness	1.020496
Sum	49309
Variance	9.3605308
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
22	969	47.3%
21	216	10.5%
27	183	8.9%
25	139	6.8%
24	115	5.6%
26	111	5.4%
29	92	4.5%
30	88	4.3%
32	47	2.3%
28	44	2.1%
Other values (3)	45	2.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
21	216	10.5%
22	969	47.3%
23	6	0.3%
24	115	5.6%
25	139	6.8%
26	111	5.4%
27	183	8.9%
28	44	2.1%
29	92	4.5%
30	88	4.3%

Value	Count	Frequency (%)
33	1	< 0.1%
32	47	2.3%
31	38	1.9%
30	88	4.3%
29	92	4.5%
28	44	2.1%
27	183	8.9%
26	111	5.4%
25	139	6.8%
24	115	5.6%

특수지
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.1 KiB

1	2037
2	12

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	2037	99.4%
2	12	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	2037	99.4%
2	12	0.6%

본번
Real number (ℝ)

Distinct	438
Distinct (%)	21.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	461.95461

Minimum	1
Maximum	1267
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.1 KiB

Quantile statistics

Minimum	1
5-th percentile	41
Q1	233
median	372
Q3	702
95-th percentile	1074
Maximum	1267
Range	1266
Interquartile range (IQR)	469

Descriptive statistics

Standard deviation	318.95168
Coefficient of variation (CV)	0.69043944
Kurtosis	-0.74736312
Mean	461.95461
Median Absolute Deviation (MAD)	214
Skewness	0.58921027
Sum	946545
Variance	101730.18
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1074	167	8.2%
366	51	2.5%
233	35	1.7%
670	33	1.6%
234	32	1.6%
1089	31	1.5%
473	28	1.4%
893	26	1.3%
372	24	1.2%
934	22	1.1%
Other values (428)	1600	78.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	7	0.3%
2	1	< 0.1%
4	7	0.3%
7	4	0.2%
8	2	0.1%
9	2	0.1%
10	2	0.1%
19	6	0.3%
20	7	0.3%
22	4	0.2%

Value	Count	Frequency (%)
1267	1	< 0.1%
1224	1	< 0.1%
1213	1	< 0.1%
1210	1	< 0.1%
1138	1	< 0.1%
1113	4	0.2%
1100	1	< 0.1%
1089	31	1.5%
1082	2	0.1%
1074	167	8.2%

부번
Real number (ℝ)

ZEROS

Distinct	39
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.8472426

Minimum	0
Maximum	83
Zeros	695
Zeros (%)	33.9%
Negative	0
Negative (%)	0.0%
Memory size	18.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	4
95-th percentile	14.6
Maximum	83
Range	83
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	7.4729064
Coefficient of variation (CV)	1.9424058
Kurtosis	36.494386
Mean	3.8472426
Median Absolute Deviation (MAD)	1
Skewness	4.941931
Sum	7883
Variance	55.84433
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
0	695	33.9%
1	414	20.2%
3	172	8.4%
2	162	7.9%
4	117	5.7%
7	71	3.5%
5	67	3.3%
6	66	3.2%
8	48	2.3%
9	31	1.5%
Other values (29)	206	10.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	695	33.9%
1	414	20.2%
2	162	7.9%
3	172	8.4%
4	117	5.7%
5	67	3.3%
6	66	3.2%
7	71	3.5%
8	48	2.3%
9	31	1.5%

Value	Count	Frequency (%)
83	5	0.2%
49	3	0.1%
47	1	< 0.1%
40	3	0.1%
39	5	0.2%
35	4	0.2%
34	5	0.2%
32	8	0.4%
31	4	0.2%
30	4	0.2%

동
Real number (ℝ)

SKEWED

Distinct	169
Distinct (%)	8.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23.596388

Minimum	1
Maximum	7001
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.1 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	73.6
Maximum	7001
Range	7000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	310.67604
Coefficient of variation (CV)	13.166254
Kurtosis	495.36257
Mean	23.596388
Median Absolute Deviation (MAD)	0
Skewness	22.151759
Sum	48349
Variance	96519.601
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1670	81.5%
2	136	6.6%
3	23	1.1%
4	19	0.9%
5	5	0.2%
6	5	0.2%
9	5	0.2%
107	5	0.2%
7001	4	0.2%
14	4	0.2%
Other values (159)	173	8.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1670	81.5%
2	136	6.6%
3	23	1.1%
4	19	0.9%
5	5	0.2%
6	5	0.2%
7	3	0.1%
8	3	0.1%
9	5	0.2%
10	2	0.1%

Value	Count	Frequency (%)
7001	4	0.2%
223	1	< 0.1%
222	1	< 0.1%
221	1	< 0.1%
220	1	< 0.1%
219	1	< 0.1%
218	1	< 0.1%
217	1	< 0.1%
216	1	< 0.1%
215	1	< 0.1%

호
Text

Distinct	86
Distinct (%)	4.2%
Missing	0
Missing (%)	0.0%
Memory size	16.1 KiB

Length

Max length	6
Median length	1
Mean length	1.2537823
Min length	1

Characters and Unicode

Total characters	2569
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	48 ?
Unique (%)	2.3%

Sample

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

Value	Count	Frequency (%)
1	922	45.0%
2	383	18.7%
3	226	11.0%
4	117	5.7%
5	62	3.0%
101	55	2.7%
201	39	1.9%
6	32	1.6%
102	20	1.0%
7	17	0.8%
Other values (76)	176	8.6%

Most occurring characters

Value	Count	Frequency (%)
1	1187	46.2%
2	519	20.2%
3	275	10.7%
0	232	9.0%
4	138	5.4%
5	84	3.3%
6	44	1.7%
8	26	1.0%
7	24	0.9%
9	16	0.6%
Other values (6)	24	0.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2545	99.1%
Other Letter	24	0.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	1187	46.6%
2	519	20.4%
3	275	10.8%
0	232	9.1%
4	138	5.4%
5	84	3.3%
6	44	1.7%
8	26	1.0%
7	24	0.9%
9	16	0.6%

Other Letter

Value	Count	Frequency (%)
해	4	16.7%
피	4	16.7%
문	4	16.7%
화	4	16.7%
센	4	16.7%
터	4	16.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	2545	99.1%
Hangul	24	0.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	1187	46.6%
2	519	20.4%
3	275	10.8%
0	232	9.1%
4	138	5.4%
5	84	3.3%
6	44	1.7%
8	26	1.0%
7	24	0.9%
9	16	0.6%

Hangul

Value	Count	Frequency (%)
해	4	16.7%
피	4	16.7%
문	4	16.7%
화	4	16.7%
센	4	16.7%
터	4	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2545	99.1%
Hangul	24	0.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	1187	46.6%
2	519	20.4%
3	275	10.8%
0	232	9.1%
4	138	5.4%
5	84	3.3%
6	44	1.7%
8	26	1.0%
7	24	0.9%
9	16	0.6%

Hangul

Value	Count	Frequency (%)
해	4	16.7%
피	4	16.7%
문	4	16.7%
화	4	16.7%
센	4	16.7%
터	4	16.7%

물건지
Text

Distinct	1924
Distinct (%)	93.9%
Missing	0
Missing (%)	0.0%
Memory size	16.1 KiB

Length

Max length	33
Median length	30
Mean length	25.908248
Min length	21

Characters and Unicode

Total characters	53086
Distinct characters	81
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	1835 ?
Unique (%)	89.6%

Sample

1st row	전라북도 임실군 임실읍 이도리 38-2 1동 2호
2nd row	전라북도 임실군 임실읍 이도리 38-2 1동 3호
3rd row	전라북도 임실군 임실읍 이도리 38-2 1동 4호
4th row	전라북도 임실군 임실읍 이도리 185-2 1동 1호
5th row	전라북도 임실군 임실읍 이도리 185-2 1동 2호

Value	Count	Frequency (%)
	1682	12.4%
전라북도	1208	8.9%
임실군	1208	8.9%
임실읍	1164	8.6%
1동	890	6.6%
0001동	780	5.8%
1호	548	4.1%
이도리	403	3.0%
0001호	370	2.7%
2호	218	1.6%
Other values (975)	5042	37.3%

Most occurring characters

Value	Count	Frequency (%)
	11464	21.6%
0	5657	10.7%
1	4607	8.7%
임	2379	4.5%
실	2372	4.5%
호	2138	4.0%
동	2120	4.0%
도	1611	3.0%
2	1576	3.0%
전	1209	2.3%
Other values (71)	17953	33.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	22334	42.1%
Decimal Number	16705	31.5%
Space Separator	11464	21.6%
Dash Punctuation	901	1.7%
Open Punctuation	841	1.6%
Close Punctuation	841	1.6%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
임	2379	10.7%
실	2372	10.6%
호	2138	9.6%
동	2120	9.5%
도	1611	7.2%
전	1209	5.4%
군	1209	5.4%
리	1208	5.4%
라	1208	5.4%
북	1208	5.4%
Other values (57)	5672	25.4%

Decimal Number

Value	Count	Frequency (%)
0	5657	33.9%
1	4607	27.6%
2	1576	9.4%
3	1094	6.5%
4	922	5.5%
7	753	4.5%
8	611	3.7%
6	526	3.1%
5	520	3.1%
9	439	2.6%

Space Separator

Value	Count	Frequency (%)
	11464	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	901	100.0%

Open Punctuation

Value	Count	Frequency (%)
[	841	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	841	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	30752	57.9%
Hangul	22334	42.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
임	2379	10.7%
실	2372	10.6%
호	2138	9.6%
동	2120	9.5%
도	1611	7.2%
전	1209	5.4%
군	1209	5.4%
리	1208	5.4%
라	1208	5.4%
북	1208	5.4%
Other values (57)	5672	25.4%

Common

Value	Count	Frequency (%)
	11464	37.3%
0	5657	18.4%
1	4607	15.0%
2	1576	5.1%
3	1094	3.6%
4	922	3.0%
-	901	2.9%
[	841	2.7%
]	841	2.7%
7	753	2.4%
Other values (4)	2096	6.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	30752	57.9%
Hangul	22334	42.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	11464	37.3%
0	5657	18.4%
1	4607	15.0%
2	1576	5.1%
3	1094	3.6%
4	922	3.0%
-	901	2.9%
[	841	2.7%
]	841	2.7%
7	753	2.4%
Other values (4)	2096	6.8%

Hangul

Value	Count	Frequency (%)
임	2379	10.7%
실	2372	10.6%
호	2138	9.6%
동	2120	9.5%
도	1611	7.2%
전	1209	5.4%
군	1209	5.4%
리	1208	5.4%
라	1208	5.4%
북	1208	5.4%
Other values (57)	5672	25.4%

시가표준액
Real number (ℝ)

HIGH CORRELATION

Distinct	1792
Distinct (%)	87.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	76897387

Minimum	32000
Maximum	6.1610472 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.1 KiB

Quantile statistics

Minimum	32000
5-th percentile	320800
Q1	1750000
median	11264000
Q3	41929920
95-th percentile	3.0820584 × 10⁸
Maximum	6.1610472 × 10⁹
Range	6.1610152 × 10⁹
Interquartile range (IQR)	40179920

Descriptive statistics

Standard deviation	3.1587502 × 10⁸
Coefficient of variation (CV)	4.1077471
Kurtosis	197.16487
Mean	76897387
Median Absolute Deviation (MAD)	10537330
Skewness	12.409332
Sum	1.5756275 × 10¹¹
Variance	9.9777028 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17301300	30	1.5%
1200000	20	1.0%
1995840	12	0.6%
14784000	8	0.4%
10560000	8	0.4%
9178260	6	0.3%
77296800	5	0.2%
28929600	5	0.2%
33000000	4	0.2%
37600000	4	0.2%
Other values (1782)	1947	95.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
32000	1	< 0.1%
36300	1	< 0.1%
74900	1	< 0.1%
80000	1	< 0.1%
81000	1	< 0.1%
81200	2	0.1%
82500	2	0.1%
84000	1	< 0.1%
86400	1	< 0.1%
90000	1	< 0.1%

Value	Count	Frequency (%)
6161047200	1	< 0.1%
5862687600	1	< 0.1%
5320958720	1	< 0.1%
4852804880	1	< 0.1%
3708677280	1	< 0.1%
2319166080	1	< 0.1%
2221509900	1	< 0.1%
2187603000	1	< 0.1%
1771995300	1	< 0.1%
1713463140	1	< 0.1%

연면적
Real number (ℝ)

HIGH CORRELATION

Distinct	1416
Distinct (%)	69.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	200.50568

Minimum	1
Maximum	10001.7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.1 KiB

Quantile statistics

Minimum	1
5-th percentile	13.08
Q1	36
median	83.6
Q3	187
95-th percentile	648
Maximum	10001.7
Range	10000.7
Interquartile range (IQR)	151

Descriptive statistics

Standard deviation	539.61758
Coefficient of variation (CV)	2.6912833
Kurtosis	161.18762
Mean	200.50568
Median Absolute Deviation (MAD)	59.6
Skewness	11.082053
Sum	410836.14
Variance	291187.14
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18.0	50	2.4%
57.1	30	1.5%
15.0	25	1.2%
16.5	18	0.9%
24.0	17	0.8%
100.0	14	0.7%
27.0	13	0.6%
3.24	12	0.6%
120.0	12	0.6%
50.0	12	0.6%
Other values (1406)	1846	90.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.0	1	< 0.1%
2.2	1	< 0.1%
2.7	1	< 0.1%
2.88	2	0.1%
3.24	12	0.6%
3.3	2	0.1%
3.36	1	< 0.1%
3.9	1	< 0.1%
4.0	2	0.1%
4.5	2	0.1%

Value	Count	Frequency (%)
10001.7	1	< 0.1%
9517.35	1	< 0.1%
8637.92	1	< 0.1%
7877.93	1	< 0.1%
6020.58	1	< 0.1%
5524.25	1	< 0.1%
4300.54	1	< 0.1%
3830.41	1	< 0.1%
3764.88	1	< 0.1%
3758.9	1	< 0.1%

기준일자
Date

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.1 KiB

Minimum	2020-06-01 00:00:00
Maximum	2020-06-01 00:00:00

Histogram

Histogram with fixed size bins (bins=1)

Phik (φk)
Auto

Heatmap
Table

	순번	법정동	법정리	특수지	본번	부번	동	호	시가표준액	연면적
순번	1.000	0.482	0.834	0.157	0.618	0.220	0.100	0.248	0.096	0.135
법정동	0.482	1.000	0.532	0.093	0.831	0.445	0.000	0.000	0.000	0.000
법정리	0.834	0.532	1.000	0.190	0.788	0.334	0.000	0.000	0.075	0.000
특수지	0.157	0.093	0.190	1.000	0.160	0.000	0.000	0.191	0.239	0.228
본번	0.618	0.831	0.788	0.160	1.000	0.473	0.149	0.000	0.093	0.137
부번	0.220	0.445	0.334	0.000	0.473	1.000	0.000	0.000	0.000	0.000
동	0.100	0.000	0.000	0.000	0.149	0.000	1.000	0.270	0.000	0.000
호	0.248	0.000	0.000	0.191	0.000	0.000	0.270	1.000	0.000	0.000
시가표준액	0.096	0.000	0.075	0.239	0.093	0.000	0.000	0.000	1.000	0.982
연면적	0.135	0.000	0.000	0.228	0.137	0.000	0.000	0.000	0.982	1.000

Heatmap
Table

	순번	법정동	법정리	본번	부번	동	시가표준액	연면적	특수지
순번	1.000	0.080	-0.064	0.099	-0.079	0.099	-0.016	-0.026	0.120
법정동	0.080	1.000	-0.172	0.088	0.138	-0.086	0.111	-0.029	0.227
법정리	-0.064	-0.172	1.000	0.147	-0.212	0.235	-0.251	0.008	0.114
본번	0.099	0.088	0.147	1.000	-0.065	0.342	0.054	-0.062	0.122
부번	-0.079	0.138	-0.212	-0.065	1.000	-0.304	-0.012	-0.091	0.000
동	0.099	-0.086	0.235	0.342	-0.304	1.000	0.140	-0.012	0.000
시가표준액	-0.016	0.111	-0.251	0.054	-0.012	0.140	1.000	0.634	0.179
연면적	-0.026	-0.029	0.008	-0.062	-0.091	-0.012	0.634	1.000	0.174
특수지	0.120	0.227	0.114	0.122	0.000	0.000	0.179	0.174	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

	순번	시도명	시군구명	자치단체코드	과세연도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	기준일자
0	1	전라북도	임실군	45750	2020	250	22	1	38	2	1	2	전라북도 임실군 임실읍 이도리 38-2 1동 2호	31033500	182.55	2020-06-01
1	2	전라북도	임실군	45750	2020	250	22	1	38	2	1	3	전라북도 임실군 임실읍 이도리 38-2 1동 3호	64392600	200.6	2020-06-01
2	3	전라북도	임실군	45750	2020	250	22	1	38	2	1	4	전라북도 임실군 임실읍 이도리 38-2 1동 4호	8412480	60.96	2020-06-01
3	4	전라북도	임실군	45750	2020	250	22	1	185	2	1	1	전라북도 임실군 임실읍 이도리 185-2 1동 1호	33660000	660.0	2020-06-01
4	5	전라북도	임실군	45750	2020	250	22	1	185	2	1	2	전라북도 임실군 임실읍 이도리 185-2 1동 2호	858000	28.6	2020-06-01
5	6	전라북도	임실군	45750	2020	250	22	1	230	3	1	3	전라북도 임실군 임실읍 이도리 230-3 1동 3호	721920	5.12	2020-06-01
6	7	전라북도	임실군	45750	2020	250	22	1	185	2	1	4	전라북도 임실군 임실읍 이도리 185-2 1동 4호	750000	25.0	2020-06-01
7	8	전라북도	임실군	45750	2020	250	22	1	230	3	1	1	전라북도 임실군 임실읍 이도리 230-3 1동 1호	46676200	146.0	2020-06-01
8	9	전라북도	임실군	45750	2020	250	22	1	230	3	1	2	전라북도 임실군 임실읍 이도리 230-3 1동 2호	23514400	98.8	2020-06-01
9	10	전라북도	임실군	45750	2020	250	22	1	230	3	1	4	전라북도 임실군 임실읍 이도리 230-3 1동 4호	4442200	31.73	2020-06-01

	순번	시도명	시군구명	자치단체코드	과세연도	법정동	법정리	특수지	본번	동	호	물건지	시가표준액	연면적	기준일자
2039	2040	전라북도	임실군	45750	2020	250	22	1	962	1	101	전라북도 임실군 임실읍 이도리 962 1동 101호	24251160	66.26	2020-06-01
2040	2041	전라북도	임실군	45750	2020	250	22	1	962	1	101	전라북도 임실군 임실읍 이도리 962 1동 101호	1516842360	3830.41	2020-06-01
2041	2042	전라북도	임실군	45750	2020	250	22	1	962	1	101	전라북도 임실군 임실읍 이도리 962 1동 101호	227568000	528.0	2020-06-01
2042	2043	전라북도	임실군	45750	2020	250	22	1	962	1	201	전라북도 임실군 임실읍 이도리 962 1동 201호	229714380	532.98	2020-06-01
2043	2044	전라북도	임실군	45750	2020	250	22	1	962	1	101	전라북도 임실군 임실읍 이도리 962 1동 101호	2187603000	5524.25	2020-06-01
2044	2045	전라북도	임실군	45750	2020	250	22	1	962	1	201	전라북도 임실군 임실읍 이도리 962 1동 201호	126910080	320.48	2020-06-01
2045	2046	전라북도	임실군	45750	2020	250	22	1	962	1	101	전라북도 임실군 임실읍 이도리 962 1동 101호	30022850	121.55	2020-06-01
2046	2047	전라북도	임실군	45750	2020	250	22	1	962	1	101	전라북도 임실군 임실읍 이도리 962 1동 101호	4454550	78.15	2020-06-01
2047	2048	전라북도	임실군	45750	2020	250	22	1	962	1	102	전라북도 임실군 임실읍 이도리 962 1동 102호	4990920	87.56	2020-06-01
2048	2049	전라북도	임실군	45750	2020	250	22	1	962	1	103	전라북도 임실군 임실읍 이도리 962 1동 103호	107640900	291.0	2020-06-01

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Letter

Most occurring scripts

Most frequent character per script

Common

Hangul

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Interactions

Correlations

Missing values

Sample