gimi9 Pandas Profiling

Dataset statistics

Number of variables	15
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.3 MiB
Average record size in memory	137.0 B

Variable types

Categorical	5
Numeric	7
Text	2
DateTime	1

Dataset

Description	파주시 2017년부터 2020년까지의 일반건축물에 대한 지방세 부과기준인 시가표준액을 제공함으로써 물건별 재산가액 확인 가능
Author	경기도 파주시
URL	https://www.data.go.kr/data/15079996/fileData.do

Alerts

`시도명` has constant value ""	Constant
`시군구명` has constant value ""	Constant
`자치단체코드` has constant value ""	Constant
`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
`과세년도` is highly imbalanced (83.8%)	Imbalance
`특수지` is highly imbalanced (92.5%)	Imbalance
`시가표준액` is highly skewed (γ1 = 31.07589126)	Skewed
`연면적` is highly skewed (γ1 = 42.52419094)	Skewed
`법정리` has 3808 (38.1%) zeros	Zeros
`부번` has 1949 (19.5%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 06:45:06.367806
Analysis finished	2023-12-12 06:45:19.773662
Duration	13.41 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

경기도	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
경기도	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
경기도	10000	100.0%

시군구명
Categorical

CONSTANT

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

파주시	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
파주시	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
파주시	10000	100.0%

자치단체코드
Categorical

CONSTANT

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

41480	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	41480
2nd row	41480
3rd row	41480
4th row	41480
5th row	41480

Common Values

Value	Count	Frequency (%)
41480	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
41480	10000	100.0%

과세년도
Categorical

IMBALANCE

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

2017	9763
2018	237

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	2017
5th row	2017

Common Values

Value	Count	Frequency (%)
2017	9763	97.6%
2018	237	2.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2017	9763	97.6%
2018	237	2.4%

법정동
Real number (ℝ)

HIGH CORRELATION

Distinct	34
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	226.8865

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	101
Q1	113
median	253
Q3	320
95-th percentile	360
Maximum	400
Range	299
Interquartile range (IQR)	207

Descriptive statistics

Standard deviation	98.347709
Coefficient of variation (CV)	0.43346655
Kurtosis	-1.5584205
Mean	226.8865
Median Absolute Deviation (MAD)	97
Skewness	-0.12151489
Sum	2268865
Variance	9672.2718
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
101	1027	10.3%
350	960	9.6%
250	951	9.5%
320	934	9.3%
262	760	7.6%
310	712	7.1%
253	581	5.8%
256	571	5.7%
115	415	4.2%
113	393	3.9%
Other values (24)	2696	27.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
101	1027	10.3%
102	162	1.6%
104	105	1.1%
105	90	0.9%
106	71	0.7%
107	43	0.4%
108	305	3.0%
109	61	0.6%
110	60	0.6%
111	174	1.7%

Value	Count	Frequency (%)
400	12	0.1%
390	12	0.1%
380	38	0.4%
370	371	3.7%
360	290	2.9%
350	960	9.6%
320	934	9.3%
310	712	7.1%
262	760	7.6%
256	571	5.7%

법정리
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	17
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.0551

Minimum	0
Maximum	36
Zeros	3808
Zeros (%)	38.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	22
Q3	25
95-th percentile	29
Maximum	36
Range	36
Interquartile range (IQR)	25

Descriptive statistics

Standard deviation	12.026202
Coefficient of variation (CV)	0.79881247
Kurtosis	-1.6803773
Mean	15.0551
Median Absolute Deviation (MAD)	5
Skewness	-0.37171125
Sum	150551
Variance	144.62953
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0	3808	38.1%
21	1085	10.8%
23	1083	10.8%
22	896	9.0%
25	774	7.7%
27	534	5.3%
26	516	5.2%
24	506	5.1%
29	254	2.5%
28	206	2.1%
Other values (7)	338	3.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3808	38.1%
21	1085	10.8%
22	896	9.0%
23	1083	10.8%
24	506	5.1%
25	774	7.7%
26	516	5.2%
27	534	5.3%
28	206	2.1%
29	254	2.5%

Value	Count	Frequency (%)
36	10	0.1%
35	73	0.7%
34	3	< 0.1%
33	16	0.2%
32	7	0.1%
31	44	0.4%
30	185	1.8%
29	254	2.5%
28	206	2.1%
27	534	5.3%

특수지
Categorical

IMBALANCE

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

1	9844
2	152
4	4

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	9844	98.4%
2	152	1.5%
4	4	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	9844	98.4%
2	152	1.5%
4	4	< 0.1%

본번
Real number (ℝ)

Distinct	1161
Distinct (%)	11.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	488.2566

Minimum	0
Maximum	1981
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	17
Q1	136
median	354
Q3	685.25
95-th percentile	1652
Maximum	1981
Range	1981
Interquartile range (IQR)	549.25

Descriptive statistics

Standard deviation	453.49237
Coefficient of variation (CV)	0.92879926
Kurtosis	0.95642793
Mean	488.2566
Median Absolute Deviation (MAD)	247.5
Skewness	1.2697933
Sum	4882566
Variance	205655.33
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1652	159	1.6%
52	123	1.2%
10	114	1.1%
329	99	1.0%
17	83	0.8%
688	80	0.8%
263	69	0.7%
502	65	0.7%
986	60	0.6%
1695	47	0.5%
Other values (1151)	9101	91.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	40	0.4%
2	25	0.2%
3	29	0.3%
4	13	0.1%
5	24	0.2%
6	13	0.1%
7	28	0.3%
8	22	0.2%
9	17	0.2%

Value	Count	Frequency (%)
1981	1	< 0.1%
1976	1	< 0.1%
1938	1	< 0.1%
1936	1	< 0.1%
1933	1	< 0.1%
1913	1	< 0.1%
1906	1	< 0.1%
1901	4	< 0.1%
1899	7	0.1%
1897	2	< 0.1%

부번
Real number (ℝ)

ZEROS

Distinct	207
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.6284

Minimum	0
Maximum	569
Zeros	1949
Zeros (%)	19.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	3
Q3	10
95-th percentile	49
Maximum	569
Range	569
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	39.194935
Coefficient of variation (CV)	2.8759748
Kurtosis	72.413907
Mean	13.6284
Median Absolute Deviation (MAD)	3
Skewness	7.4618347
Sum	136284
Variance	1536.2429
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1949	19.5%
1	1513	15.1%
2	983	9.8%
3	660	6.6%
4	562	5.6%
5	484	4.8%
7	405	4.0%
6	359	3.6%
8	263	2.6%
9	225	2.2%
Other values (197)	2597	26.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1949	19.5%
1	1513	15.1%
2	983	9.8%
3	660	6.6%
4	562	5.6%
5	484	4.8%
6	359	3.6%
7	405	4.0%
8	263	2.6%
9	225	2.2%

Value	Count	Frequency (%)
569	1	< 0.1%
562	1	< 0.1%
542	3	< 0.1%
540	3	< 0.1%
535	1	< 0.1%
522	1	< 0.1%
517	1	< 0.1%
498	1	< 0.1%
486	1	< 0.1%
473	2	< 0.1%

동
Real number (ℝ)

Distinct	97
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	451.6427

Minimum	0
Maximum	9003
Zeros	35
Zeros (%)	0.4%
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	3001
Maximum	9003
Range	9003
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1694.8072
Coefficient of variation (CV)	3.7525399
Kurtosis	14.962522
Mean	451.6427
Median Absolute Deviation (MAD)	0
Skewness	3.9814993
Sum	4516427
Variance	2872371.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	8275	82.8%
2	354	3.5%
3001	279	2.8%
7001	144	1.4%
3	104	1.0%
101	104	1.0%
9000	68	0.7%
8001	67	0.7%
9001	61	0.6%
4	58	0.6%
Other values (87)	486	4.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	35	0.4%
1	8275	82.8%
2	354	3.5%
3	104	1.0%
4	58	0.6%
5	36	0.4%
6	46	0.5%
7	13	0.1%
8	13	0.1%
9	16	0.2%

Value	Count	Frequency (%)
9003	2	< 0.1%
9002	10	0.1%
9001	61	0.6%
9000	68	0.7%
8083	1	< 0.1%
8074	1	< 0.1%
8006	1	< 0.1%
8005	9	0.1%
8002	48	0.5%
8001	67	0.7%

호
Text

Distinct	497
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	7
Median length	3
Mean length	2.7324
Min length	1

Characters and Unicode

Total characters	27324
Distinct characters	24
Distinct categories	6 ?
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	285 ?
Unique (%)	2.9%

Sample

1st row	7
2nd row	2
3rd row	1
4th row	101
5th row	101

Value	Count	Frequency (%)
101	3441	34.3%
1	946	9.4%
201	787	7.8%
102	688	6.9%
2	314	3.1%
103	308	3.1%
301	269	2.7%
8101	234	2.3%
104	174	1.7%
3	172	1.7%
Other values (481)	2706	27.0%

Most occurring characters

Value	Count	Frequency (%)
1	12119	44.4%
0	7964	29.1%
2	2918	10.7%
3	1346	4.9%
4	798	2.9%
8	631	2.3%
5	518	1.9%
6	383	1.4%
7	305	1.1%
9	166	0.6%
Other values (14)	176	0.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	27148	99.4%
Other Letter	78	0.3%
Space Separator	39	0.1%
Dash Punctuation	26	0.1%
Uppercase Letter	23	0.1%
Lowercase Letter	10	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	12119	44.6%
0	7964	29.3%
2	2918	10.7%
3	1346	5.0%
4	798	2.9%
8	631	2.3%
5	518	1.9%
6	383	1.4%
7	305	1.1%
9	166	0.6%

Uppercase Letter

Value	Count	Frequency (%)
A	11	47.8%
B	6	26.1%
M	2	8.7%
J	2	8.7%
D	1	4.3%
C	1	4.3%

Lowercase Letter

Value	Count	Frequency (%)
a	4	40.0%
r	3	30.0%
n	2	20.0%
p	1	10.0%

Other Letter

Value	Count	Frequency (%)
일	39	50.0%
월	39	50.0%

Space Separator

Value	Count	Frequency (%)
	39	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	26	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	27213	99.6%
Hangul	78	0.3%
Latin	33	0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	12119	44.5%
0	7964	29.3%
2	2918	10.7%
3	1346	4.9%
4	798	2.9%
8	631	2.3%
5	518	1.9%
6	383	1.4%
7	305	1.1%
9	166	0.6%
Other values (2)	65	0.2%

Latin

Value	Count	Frequency (%)
A	11	33.3%
B	6	18.2%
a	4	12.1%
r	3	9.1%
M	2	6.1%
J	2	6.1%
n	2	6.1%
D	1	3.0%
p	1	3.0%
C	1	3.0%

Hangul

Value	Count	Frequency (%)
일	39	50.0%
월	39	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	27246	99.7%
Hangul	78	0.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	12119	44.5%
0	7964	29.2%
2	2918	10.7%
3	1346	4.9%
4	798	2.9%
8	631	2.3%
5	518	1.9%
6	383	1.4%
7	305	1.1%
9	166	0.6%
Other values (12)	98	0.4%

Hangul

Value	Count	Frequency (%)
일	39	50.0%
월	39	50.0%

물건지
Text

Distinct	9463
Distinct (%)	94.6%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	34
Median length	31
Mean length	26.2449
Min length	17

Characters and Unicode

Total characters	262449
Distinct characters	286
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	9000 ?
Unique (%)	90.0%

Sample

1st row	경기도 파주시 법원읍 동문리 130-1 1동 7호
2nd row	경기도 파주시 군내면 읍내리 589 1동 2호
3rd row	경기도 파주시 적성면 마지리 104-2 1동 1호
4th row	경기도 파주시 신촌동 248 2동 101호
5th row	[ 헤이리마을길 12 ] 0001동 0101호

Value	Count	Frequency (%)
	8914	13.8%
경기도	5543	8.6%
파주시	5543	8.6%
1동	4310	6.7%
0001동	3965	6.2%
101호	2156	3.3%
0101호	1285	2.0%
광탄면	750	1.2%
1호	702	1.1%
문산읍	568	0.9%
Other values (5539)	30663	47.6%

Most occurring characters

Value	Count	Frequency (%)
	54399	20.7%
0	29693	11.3%
1	28208	10.7%
동	12008	4.6%
호	9995	3.8%
2	8488	3.2%
파	6374	2.4%
3	6372	2.4%
주	6072	2.3%
도	5639	2.1%
Other values (276)	95201	36.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	99829	38.0%
Decimal Number	93695	35.7%
Space Separator	54399	20.7%
Dash Punctuation	5594	2.1%
Open Punctuation	4457	1.7%
Close Punctuation	4457	1.7%
Uppercase Letter	18	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	12008	12.0%
호	9995	10.0%
파	6374	6.4%
주	6072	6.1%
도	5639	5.6%
기	5637	5.6%
경	5612	5.6%
시	5605	5.6%
리	5100	5.1%
로	3357	3.4%
Other values (258)	34430	34.5%

Decimal Number

Value	Count	Frequency (%)
0	29693	31.7%
1	28208	30.1%
2	8488	9.1%
3	6372	6.8%
4	4314	4.6%
5	3658	3.9%
8	3452	3.7%
7	3322	3.5%
6	3319	3.5%
9	2869	3.1%

Uppercase Letter

Value	Count	Frequency (%)
A	10	55.6%
B	6	33.3%
D	1	5.6%
C	1	5.6%

Space Separator

Value	Count	Frequency (%)
	54399	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5594	100.0%

Open Punctuation

Value	Count	Frequency (%)
[	4457	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	4457	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	162602	62.0%
Hangul	99829	38.0%
Latin	18	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	12008	12.0%
호	9995	10.0%
파	6374	6.4%
주	6072	6.1%
도	5639	5.6%
기	5637	5.6%
경	5612	5.6%
시	5605	5.6%
리	5100	5.1%
로	3357	3.4%
Other values (258)	34430	34.5%

Common

Value	Count	Frequency (%)
	54399	33.5%
0	29693	18.3%
1	28208	17.3%
2	8488	5.2%
3	6372	3.9%
-	5594	3.4%
[	4457	2.7%
]	4457	2.7%
4	4314	2.7%
5	3658	2.2%
Other values (4)	12962	8.0%

Latin

Value	Count	Frequency (%)
A	10	55.6%
B	6	33.3%
D	1	5.6%
C	1	5.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	162620	62.0%
Hangul	99829	38.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	54399	33.5%
0	29693	18.3%
1	28208	17.3%
2	8488	5.2%
3	6372	3.9%
-	5594	3.4%
[	4457	2.7%
]	4457	2.7%
4	4314	2.7%
5	3658	2.2%
Other values (8)	12980	8.0%

Hangul

Value	Count	Frequency (%)
동	12008	12.0%
호	9995	10.0%
파	6374	6.4%
주	6072	6.1%
도	5639	5.6%
기	5637	5.6%
경	5612	5.6%
시	5605	5.6%
리	5100	5.1%
로	3357	3.4%
Other values (258)	34430	34.5%

시가표준액
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	8833
Distinct (%)	88.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	87375256

Minimum	29000
Maximum	2.7297403 × 10¹⁰
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	29000
5-th percentile	755710
Q1	4988100
median	24281805
Q3	70740090
95-th percentile	2.5126088 × 10⁸
Maximum	2.7297403 × 10¹⁰
Range	2.7297374 × 10¹⁰
Interquartile range (IQR)	65751990

Descriptive statistics

Standard deviation	4.7126251 × 10⁸
Coefficient of variation (CV)	5.3935466
Kurtosis	1409.9401
Mean	87375256
Median Absolute Deviation (MAD)	22307855
Skewness	31.075891
Sum	8.7375256 × 10¹¹
Variance	2.2208836 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
86798250	33	0.3%
14629200	21	0.2%
1048800	17	0.2%
102044250	14	0.1%
87477390	13	0.1%
11526070	10	0.1%
540000	9	0.1%
72460080	9	0.1%
460000	9	0.1%
920000	9	0.1%
Other values (8823)	9856	98.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
29000	1	< 0.1%
52030	1	< 0.1%
60000	1	< 0.1%
63360	1	< 0.1%
66000	1	< 0.1%
68000	1	< 0.1%
72900	1	< 0.1%
75350	1	< 0.1%
79420	1	< 0.1%
80000	2	< 0.1%

Value	Count	Frequency (%)
27297402820	1	< 0.1%
17366769420	1	< 0.1%
11166422400	1	< 0.1%
10740960520	1	< 0.1%
8656717300	1	< 0.1%
8645658020	1	< 0.1%
8590606500	1	< 0.1%
8005259920	1	< 0.1%
7364879680	1	< 0.1%
6918920190	1	< 0.1%

연면적
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	6311
Distinct (%)	63.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	239.19503

Minimum	1
Maximum	86000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	11.817
Q1	41.275
median	96.3
Q3	196
95-th percentile	704.954
Maximum	86000
Range	85999
Interquartile range (IQR)	154.725

Descriptive statistics

Standard deviation	1245.9617
Coefficient of variation (CV)	5.208978
Kurtosis	2523.2521
Mean	239.19503
Median Absolute Deviation (MAD)	67.05
Skewness	42.524191
Sum	2391950.3
Variance	1552420.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
198.0	207	2.1%
18.0	159	1.6%
36.0	43	0.4%
27.0	40	0.4%
192.0	35	0.4%
72.0	33	0.3%
125.25	33	0.3%
60.0	30	0.3%
12.0	30	0.3%
99.0	29	0.3%
Other values (6301)	9361	93.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.0	1	< 0.1%
1.209	1	< 0.1%
1.2356	1	< 0.1%
1.24	1	< 0.1%
1.4	1	< 0.1%
1.6236	1	< 0.1%
1.626	1	< 0.1%
1.8	1	< 0.1%
1.8835	1	< 0.1%
1.92	1	< 0.1%

Value	Count	Frequency (%)
86000.0	1	< 0.1%
47268.23	1	< 0.1%
28719.1458	1	< 0.1%
27127.1	1	< 0.1%
22377.6	1	< 0.1%
18880.33	1	< 0.1%
17008.96	1	< 0.1%
16363.06	1	< 0.1%
14231.0	1	< 0.1%
11680.46	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)

Heatmap
Table

	과세년도	법정동	법정리	특수지	본번	부번	동	시가표준액	연면적	기준일자
과세년도	1.000	0.128	0.183	0.008	0.103	0.266	0.093	0.000	0.000	1.000
법정동	0.128	1.000	0.675	0.110	0.400	0.199	0.297	0.095	0.067	0.128
법정리	0.183	0.675	1.000	0.131	0.336	0.161	0.123	0.000	0.000	0.183
특수지	0.008	0.110	0.131	1.000	0.206	0.000	0.116	0.000	0.000	0.008
본번	0.103	0.400	0.336	0.206	1.000	0.313	0.272	0.129	0.110	0.103
부번	0.266	0.199	0.161	0.000	0.313	1.000	0.035	0.000	0.000	0.266
동	0.093	0.297	0.123	0.116	0.272	0.035	1.000	0.080	0.029	0.093
시가표준액	0.000	0.095	0.000	0.000	0.129	0.000	0.080	1.000	0.864	0.000
연면적	0.000	0.067	0.000	0.000	0.110	0.000	0.029	0.864	1.000	0.000
기준일자	1.000	0.128	0.183	0.008	0.103	0.266	0.093	0.000	0.000	1.000

Heatmap
Table

	과세년도	특수지
과세년도	1.000	0.014
특수지	0.014	1.000

Heatmap
Table

	법정동	법정리	본번	부번	동	시가표준액	연면적	과세년도	특수지
법정동	1.000	0.761	-0.200	-0.099	0.042	-0.164	0.096	0.137	0.074
법정리	0.761	1.000	-0.220	-0.059	0.048	-0.179	0.088	0.131	0.054
본번	-0.200	-0.220	1.000	-0.189	0.000	0.238	0.035	0.079	0.125
부번	-0.099	-0.059	-0.189	1.000	0.013	-0.005	-0.094	0.204	0.000
동	0.042	0.048	0.000	0.013	1.000	-0.116	-0.120	0.137	0.498
시가표준액	-0.164	-0.179	0.238	-0.005	-0.116	1.000	0.703	0.000	0.000
연면적	0.096	0.088	0.035	-0.094	-0.120	0.703	1.000	0.000	0.000
과세년도	0.137	0.131	0.079	0.204	0.137	0.000	0.000	1.000	0.014
특수지	0.074	0.054	0.125	0.000	0.498	0.000	0.000	0.014	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
3775	경기도	파주시	41480	2017	256	24	1	130	1	1	7	경기도 파주시 법원읍 동문리 130-1 1동 7호	920000	46.0	2017-06-01
13247	경기도	파주시	41480	2017	380	24	1	589	0	1	2	경기도 파주시 군내면 읍내리 589 1동 2호	2432500	97.3	2017-06-01
34061	경기도	파주시	41480	2017	370	35	1	104	2	1	1	경기도 파주시 적성면 마지리 104-2 1동 1호	1634000	86.0	2017-06-01
47796	경기도	파주시	41480	2017	120	0	1	248	0	2	101	경기도 파주시 신촌동 248 2동 101호	170346000	638.0	2017-06-01
13211	경기도	파주시	41480	2017	320	22	1	1652	294	1	101	[ 헤이리마을길 12 ] 0001동 0101호	113295320	139.75	2017-06-01
66431	경기도	파주시	41480	2017	122	0	1	1302	5	1	703	[ 미래로602번길 27 ] 0001동 0703호	8308440	18.84	2017-06-01
84842	경기도	파주시	41480	2017	262	24	1	100	13	1	101	경기도 파주시 조리읍 장곡리 100-13 1동 101호	45705000	165.0	2017-06-01
4151	경기도	파주시	41480	2017	256	26	1	327	1	1	1	경기도 파주시 법원읍 삼방리 327-1 1동 1호	968000	96.8	2017-06-01
80131	경기도	파주시	41480	2017	310	23	1	130	1	3001	101	[ 다래울길 137-4 ] 3001동 0101호	3450000	50.0	2017-06-01
81159	경기도	파주시	41480	2017	320	22	1	1652	155	1	103	경기도 파주시 탄현면 법흥리 1652-155 1동 103호	180755280	299.76	2017-06-01

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	기준일자
39385	경기도	파주시	41480	2017	101	0	1	52	39	1	9	[ 중앙로 308 ] 0001동 0009호	19022550	17.492	2017-06-01
75191	경기도	파주시	41480	2017	350	21	1	32	8	1	101	경기도 파주시 광탄면 분수리 32-8 1동 101호	3297000	21.0	2017-06-01
71703	경기도	파주시	41480	2017	310	23	1	1250	4	1	301	[ 엘씨디로241번길 8-8 ] 0001동 0301호	142570830	210.9036	2017-06-01
16226	경기도	파주시	41480	2017	250	27	1	686	6	1	102	[ 말우물길 104 ] 0001동 0102호	1331000	27.5	2017-06-01
8388	경기도	파주시	41480	2017	256	30	1	420	6	2	101	경기도 파주시 법원읍 금곡리 420-6 2동 101호	55761420	389.94	2017-06-01
73675	경기도	파주시	41480	2017	350	21	1	136	11	1	103	경기도 파주시 광탄면 분수리 136-11 1동 103호	5423000	187.0	2017-06-01
15379	경기도	파주시	41480	2017	253	21	1	21	0	1	201	경기도 파주시 파주읍 봉서리 21 1동 201호	426910040	654.77	2017-06-01
58273	경기도	파주시	41480	2017	310	23	1	151	12	1	101	[ 산들로 35-4 ] 0001동 0101호	32762400	87.6	2017-06-01
80988	경기도	파주시	41480	2017	320	24	1	243	4	1	7	경기도 파주시 탄현면 문지리 243-4 1동 7호	672000	32.0	2017-06-01
48970	경기도	파주시	41480	2017	113	0	1	1695	2	1	1003	[ 청석로 272 ] 0001동 1003호	16447860	39.05	2017-06-01

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

Uppercase Letter

Lowercase Letter

Other Letter

Space Separator

Dash Punctuation

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

Interactions

Correlations

Missing values

Sample