gimi9 Pandas Profiling

Dataset statistics

Number of variables	14
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	314
Duplicate rows (%)	3.1%
Total size in memory	1.2 MiB
Average record size in memory	127.0 B

Variable types

Categorical	3
DateTime	2
Text	2
Numeric	7

Dataset

Description	가평군 관내 주택외 건물 시가표준액(시군명, 기준년월일, 건물형태, 건물용도, 건물구조, 건물위치, 건물지붕, 물건지지번주소 등) 데이터
Author	경기도 가평군
URL	https://www.data.go.kr/data/15048404/fileData.do

Alerts

`시군명` has constant value ""	Constant
`기준년월일` has constant value ""	Constant
Dataset has 314 (3.1%) duplicate rows	Duplicates
`건물구조` is highly overall correlated with `시가표준액`	High correlation
`연면적` is highly overall correlated with `전용면적` and 1 other fields	High correlation
`전용면적` is highly overall correlated with `연면적` and 1 other fields	High correlation
`공용면적` is highly overall correlated with `건물형태`	High correlation
`시가표준액` is highly overall correlated with `건물구조` and 2 other fields	High correlation
`건물형태` is highly overall correlated with `공용면적`	High correlation
`건물형태` is highly imbalanced (78.4%)	Imbalance
`공부상 지목` is highly imbalanced (53.6%)	Imbalance
`연면적` is highly skewed (γ1 = 23.20823632)	Skewed
`전용면적` is highly skewed (γ1 = 23.20072786)	Skewed
`시가표준액` is highly skewed (γ1 = 24.26016405)	Skewed
`공용면적` has 9555 (95.5%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 14:20:37.362380
Analysis finished	2023-12-12 14:20:44.965310
Duration	7.6 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

시군명
Categorical

CONSTANT

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

경기도 가평군	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
경기도 가평군	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
경기도	10000	50.0%
가평군	10000	50.0%

기준년월일
Date

CONSTANT

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

Minimum	2021-09-30 00:00:00
Maximum	2021-09-30 00:00:00

Histogram

Histogram with fixed size bins (bins=1)

건물형태
Categorical

HIGH CORRELATION IMBALANCE

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

일반	9655
집합	345

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
일반	9655	96.5%
집합	345	3.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반	9655	96.5%
집합	345	3.5%

건물용도
Text

Distinct	124
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

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

Characters and Unicode

Total characters	30000
Distinct characters	30
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

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

Unique

Unique	23 ?
Unique (%)	0.2%

Sample

1st row	391
2nd row	362
3rd row	302
4th row	421
5th row	345

Value	Count	Frequency (%)
345	1619	16.2%
192	1244	12.4%
362	946	9.5%
512	858	8.6%
311	679	6.8%
714	627	6.3%
391	443	4.4%
649	382	3.8%
41e	287	2.9%
189	238	2.4%
Other values (114)	2677	26.8%

Most occurring characters

Value	Count	Frequency (%)
1	7761	25.9%
3	4592	15.3%
2	3924	13.1%
4	3856	12.9%
5	3130	10.4%
9	2804	9.3%
6	1505	5.0%
7	1079	3.6%
8	338	1.1%
E	287	1.0%
Other values (20)	724	2.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	29110	97.0%
Uppercase Letter	890	3.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	287	32.2%
D	183	20.6%
B	164	18.4%
A	115	12.9%
V	35	3.9%
H	20	2.2%
J	20	2.2%
O	13	1.5%
L	12	1.3%
F	6	0.7%
Other values (10)	35	3.9%

Decimal Number

Value	Count	Frequency (%)
1	7761	26.7%
3	4592	15.8%
2	3924	13.5%
4	3856	13.2%
5	3130	10.8%
9	2804	9.6%
6	1505	5.2%
7	1079	3.7%
8	338	1.2%
0	121	0.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	29110	97.0%
Latin	890	3.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	287	32.2%
D	183	20.6%
B	164	18.4%
A	115	12.9%
V	35	3.9%
H	20	2.2%
J	20	2.2%
O	13	1.5%
L	12	1.3%
F	6	0.7%
Other values (10)	35	3.9%

Common

Value	Count	Frequency (%)
1	7761	26.7%
3	4592	15.8%
2	3924	13.5%
4	3856	13.2%
5	3130	10.8%
9	2804	9.6%
6	1505	5.2%
7	1079	3.7%
8	338	1.2%
0	121	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	30000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	7761	25.9%
3	4592	15.3%
2	3924	13.1%
4	3856	12.9%
5	3130	10.4%
9	2804	9.3%
6	1505	5.0%
7	1079	3.6%
8	338	1.1%
E	287	1.0%
Other values (20)	724	2.4%

건물구조
Real number (ℝ)

HIGH CORRELATION

Distinct	28
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37.3767

Minimum	11
Maximum	99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	11
5-th percentile	21
Q1	21
median	25
Q3	62
95-th percentile	62
Maximum	99
Range	88
Interquartile range (IQR)	41

Descriptive statistics

Standard deviation	19.609871
Coefficient of variation (CV)	0.52465497
Kurtosis	-1.2714049
Mean	37.3767
Median Absolute Deviation (MAD)	4
Skewness	0.60768644
Sum	373767
Variance	384.54705
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
21	4112	41.1%
62	2103	21.0%
22	695	7.0%
61	589	5.9%
31	568	5.7%
25	517	5.2%
51	421	4.2%
41	407	4.1%
81	217	2.2%
74	191	1.9%
Other values (18)	180	1.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11	65	0.7%
12	34	0.3%
21	4112	41.1%
22	695	7.0%
23	8	0.1%
24	1	< 0.1%
25	517	5.2%
26	8	0.1%
27	2	< 0.1%
31	568	5.7%

Value	Count	Frequency (%)
99	1	< 0.1%
81	217	2.2%
77	1	< 0.1%
75	6	0.1%
74	191	1.9%
71	15	0.1%
67	8	0.1%
65	1	< 0.1%
64	1	< 0.1%
63	14	0.1%

건물위치
Real number (ℝ)

Distinct	15
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.8292

Minimum	1
Maximum	15
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	4
median	5
Q3	7
95-th percentile	11
Maximum	15
Range	14
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.6971383
Coefficient of variation (CV)	0.46269441
Kurtosis	0.16202839
Mean	5.8292
Median Absolute Deviation (MAD)	2
Skewness	0.81158404
Sum	58292
Variance	7.2745548
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
4	2864	28.6%
7	1389	13.9%
5	1334	13.3%
3	839	8.4%
8	718	7.2%
6	659	6.6%
9	561	5.6%
11	417	4.2%
2	386	3.9%
10	240	2.4%
Other values (5)	593	5.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	178	1.8%
2	386	3.9%
3	839	8.4%
4	2864	28.6%
5	1334	13.3%
6	659	6.6%
7	1389	13.9%
8	718	7.2%
9	561	5.6%
10	240	2.4%

Value	Count	Frequency (%)
15	10	0.1%
14	41	0.4%
13	150	1.5%
12	214	2.1%
11	417	4.2%
10	240	2.4%
9	561	5.6%
8	718	7.2%
7	1389	13.9%
6	659	6.6%

건물지붕
Real number (ℝ)

Distinct	7
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	63.2039

Minimum	11
Maximum	99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	11
5-th percentile	11
Q1	11
median	99
Q3	99
95-th percentile	99
Maximum	99
Range	88
Interquartile range (IQR)	88

Descriptive statistics

Standard deviation	40.922756
Coefficient of variation (CV)	0.64747201
Kurtosis	-1.8347022
Mean	63.2039
Median Absolute Deviation (MAD)	0
Skewness	-0.30893074
Sum	632039
Variance	1674.672
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
99	5608	56.1%
11	2888	28.9%
31	1187	11.9%
22	124	1.2%
21	118	1.2%
41	74	0.7%
42	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11	2888	28.9%
21	118	1.2%
22	124	1.2%
31	1187	11.9%
41	74	0.7%
42	1	< 0.1%
99	5608	56.1%

Value	Count	Frequency (%)
99	5608	56.1%
42	1	< 0.1%
41	74	0.7%
31	1187	11.9%
22	124	1.2%
21	118	1.2%
11	2888	28.9%

물건지 지번주소
Text

Distinct	5890
Distinct (%)	58.9%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	43
Median length	35
Mean length	20.7491
Min length	16

Characters and Unicode

Total characters	207491
Distinct characters	119
Distinct categories	4 ?
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	3811 ?
Unique (%)	38.1%

Sample

1st row	경기도 가평군 조종면 신상리 512-13
2nd row	경기도 가평군 설악면 신천리 407-13
3rd row	경기도 가평군 상면 연하리 171-1
4th row	경기도 가평군 북면 도대리 523-2
5th row	경기도 가평군 가평읍 읍내리 637-6 0001동 0205호

Value	Count	Frequency (%)
경기도	10000	19.6%
가평군	10000	19.6%
가평읍	2485	4.9%
청평면	1868	3.7%
설악면	1623	3.2%
상면	1587	3.1%
조종면	1242	2.4%
북면	1195	2.3%
읍내리	620	1.2%
현리	593	1.2%
Other values (4351)	19756	38.8%

Most occurring characters

Value	Count	Frequency (%)
	40969	19.7%
평	14936	7.2%
가	12663	6.1%
도	10173	4.9%
경	10105	4.9%
군	10002	4.8%
리	10002	4.8%
기	10000	4.8%
-	7772	3.7%
1	7700	3.7%
Other values (109)	73169	35.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	117712	56.7%
Decimal Number	41038	19.8%
Space Separator	40969	19.7%
Dash Punctuation	7772	3.7%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
평	14936	12.7%
가	12663	10.8%
도	10173	8.6%
경	10105	8.6%
군	10002	8.5%
리	10002	8.5%
기	10000	8.5%
면	7515	6.4%
읍	3105	2.6%
청	2449	2.1%
Other values (97)	26762	22.7%

Decimal Number

Value	Count	Frequency (%)
1	7700	18.8%
2	5382	13.1%
4	4654	11.3%
3	4584	11.2%
0	4001	9.7%
5	3724	9.1%
6	3374	8.2%
7	2934	7.1%
9	2505	6.1%
8	2180	5.3%

Space Separator

Value	Count	Frequency (%)
	40969	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	7772	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	117712	56.7%
Common	89779	43.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
평	14936	12.7%
가	12663	10.8%
도	10173	8.6%
경	10105	8.6%
군	10002	8.5%
리	10002	8.5%
기	10000	8.5%
면	7515	6.4%
읍	3105	2.6%
청	2449	2.1%
Other values (97)	26762	22.7%

Common

Value	Count	Frequency (%)
	40969	45.6%
-	7772	8.7%
1	7700	8.6%
2	5382	6.0%
4	4654	5.2%
3	4584	5.1%
0	4001	4.5%
5	3724	4.1%
6	3374	3.8%
7	2934	3.3%
Other values (2)	4685	5.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	117712	56.7%
ASCII	89779	43.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	40969	45.6%
-	7772	8.7%
1	7700	8.6%
2	5382	6.0%
4	4654	5.2%
3	4584	5.1%
0	4001	4.5%
5	3724	4.1%
6	3374	3.8%
7	2934	3.3%
Other values (2)	4685	5.2%

Hangul

Value	Count	Frequency (%)
평	14936	12.7%
가	12663	10.8%
도	10173	8.6%
경	10105	8.6%
군	10002	8.5%
리	10002	8.5%
기	10000	8.5%
면	7515	6.4%
읍	3105	2.6%
청	2449	2.1%
Other values (97)	26762	22.7%

연면적
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	5725
Distinct (%)	57.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	158.94845

Minimum	0
Maximum	20563.06
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	14.519
Q1	40.2475
median	82.515
Q3	150.3025
95-th percentile	498.036
Maximum	20563.06
Range	20563.06
Interquartile range (IQR)	110.055

Descriptive statistics

Standard deviation	414.4587
Coefficient of variation (CV)	2.6075039
Kurtosis	916.31081
Mean	158.94845
Median Absolute Deviation (MAD)	48.375
Skewness	23.208236
Sum	1589484.5
Variance	171776.01
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18.0	197	2.0%
66.0	77	0.8%
99.0	48	0.5%
36.0	45	0.4%
60.0	40	0.4%
95.498	39	0.4%
82.2	39	0.4%
198.0	38	0.4%
72.0	36	0.4%
24.0	34	0.3%
Other values (5715)	9407	94.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1	< 0.1%
0.49	1	< 0.1%
0.81	1	< 0.1%
0.93	2	< 0.1%
1.0	3	< 0.1%
1.6	1	< 0.1%
1.65	1	< 0.1%
1.7	1	< 0.1%
1.71	1	< 0.1%
1.86	1	< 0.1%

Value	Count	Frequency (%)
20563.06	1	< 0.1%
17030.25	1	< 0.1%
7946.0	1	< 0.1%
7663.0	1	< 0.1%
7569.74	1	< 0.1%
6113.48	1	< 0.1%
5247.35	1	< 0.1%
5095.86	1	< 0.1%
5076.49	1	< 0.1%
4998.71	1	< 0.1%

전용면적
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	5694
Distinct (%)	56.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	157.483

Minimum	0
Maximum	20563.06
Zeros	30
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	13.8695
Q1	39.645
median	79.92
Q3	149.76
95-th percentile	497.753
Maximum	20563.06
Range	20563.06
Interquartile range (IQR)	110.115

Descriptive statistics

Standard deviation	414.55836
Coefficient of variation (CV)	2.6324007
Kurtosis	915.75353
Mean	157.483
Median Absolute Deviation (MAD)	47.705
Skewness	23.200728
Sum	1574830
Variance	171858.63
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18.0	197	2.0%
66.0	77	0.8%
40.5	63	0.6%
99.0	47	0.5%
36.0	45	0.4%
60.0	40	0.4%
72.415	39	0.4%
198.0	38	0.4%
45.0	37	0.4%
26.1	37	0.4%
Other values (5684)	9380	93.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	30	0.3%
0.49	1	< 0.1%
0.81	1	< 0.1%
0.93	2	< 0.1%
1.0	3	< 0.1%
1.6	1	< 0.1%
1.65	1	< 0.1%
1.7	1	< 0.1%
1.71	1	< 0.1%
1.86	1	< 0.1%

Value	Count	Frequency (%)
20563.06	1	< 0.1%
17030.25	1	< 0.1%
7946.0	1	< 0.1%
7663.0	1	< 0.1%
7569.74	1	< 0.1%
6113.48	1	< 0.1%
5247.35	1	< 0.1%
5095.86	1	< 0.1%
5076.49	1	< 0.1%
4998.71	1	< 0.1%

공용면적
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	153
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.4654487

Minimum	0
Maximum	241.51
Zeros	9555
Zeros (%)	95.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	241.51
Range	241.51
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	9.9711177
Coefficient of variation (CV)	6.8041395
Kurtosis	158.95602
Mean	1.4654487
Median Absolute Deviation (MAD)	0
Skewness	11.050209
Sum	14654.487
Variance	99.423187
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	9555	95.5%
41.7	39	0.4%
23.083	39	0.4%
46.33	22	0.2%
22.54	18	0.2%
99.63	18	0.2%
8.11	17	0.2%
24.9	14	0.1%
10.21	13	0.1%
9.35	13	0.1%
Other values (143)	252	2.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	9555	95.5%
0.129	1	< 0.1%
0.1298	3	< 0.1%
0.13	1	< 0.1%
0.1353	1	< 0.1%
0.18	1	< 0.1%
0.19	1	< 0.1%
1.43	1	< 0.1%
2.94	1	< 0.1%
3.02	1	< 0.1%

Value	Count	Frequency (%)
241.51	1	< 0.1%
204.34	1	< 0.1%
197.82	1	< 0.1%
185.18	1	< 0.1%
165.75	1	< 0.1%
163.83	1	< 0.1%
162.0	1	< 0.1%
160.63	1	< 0.1%
157.81	1	< 0.1%
154.85	1	< 0.1%

준공일자
Date

Distinct	1868
Distinct (%)	18.7%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	1900-01-01 00:00:00
Maximum	2017-06-01 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

공부상 지목
Categorical

IMBALANCE

Distinct	23
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

08 대지	6585
28 잡종지	670
01 전	576
02 답	383
05 임야	343
Other values (18)	1443

Length

Max length	8
Median length	5
Mean length	5.2483
Min length	4

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	08 대지
2nd row	08 대지
3rd row	08 대지
4th row	01 전
5th row	08 대지

Common Values

Value	Count	Frequency (%)
08 대지	6585	65.8%
28 잡종지	670	6.7%
01 전	576	5.8%
02 답	383	3.8%
05 임야	343	3.4%
25 종교용지	271	2.7%
04 목장용지	266	2.7%
09 공장용지	215	2.1%
10 학교용지	213	2.1%
13 창고용지	213	2.1%
Other values (13)	265	2.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
08	6585	32.9%
대지	6585	32.9%
28	670	3.4%
잡종지	670	3.4%
01	576	2.9%
전	576	2.9%
02	383	1.9%
답	383	1.9%
05	343	1.7%
임야	343	1.7%
Other values (36)	2886	14.4%

시가표준액
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	8624
Distinct (%)	86.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	59229626

Minimum	0
Maximum	9.5433161 × 10⁹
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	854985
Q1	5691750
median	21547980
Q3	55674615
95-th percentile	1.962984 × 10⁸
Maximum	9.5433161 × 10⁹
Range	9.5433161 × 10⁹
Interquartile range (IQR)	49982865

Descriptive statistics

Standard deviation	2.0648391 × 10⁸
Coefficient of variation (CV)	3.4861592
Kurtosis	915.93335
Mean	59229626
Median Absolute Deviation (MAD)	18650400
Skewness	24.260164
Sum	5.9229626 × 10¹¹
Variance	4.2635605 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
34195200	39	0.4%
54051868	39	0.4%
37993280	22	0.2%
2376000	19	0.2%
53632462	18	0.2%
38375550	17	0.2%
14849010	17	0.2%
196298400	16	0.2%
2322000	15	0.1%
660000	14	0.1%
Other values (8614)	9784	97.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
39600	1	< 0.1%
43323	1	< 0.1%
43700	1	< 0.1%
50890	1	< 0.1%
57000	1	< 0.1%
60000	1	< 0.1%
63840	1	< 0.1%
67200	1	< 0.1%
72000	1	< 0.1%

Value	Count	Frequency (%)
9543316146	1	< 0.1%
9032844600	1	< 0.1%
5456056000	1	< 0.1%
5389654880	1	< 0.1%
2837266068	1	< 0.1%
2582450000	1	< 0.1%
2526908098	1	< 0.1%
2515350872	1	< 0.1%
2383915200	1	< 0.1%
2297525440	1	< 0.1%

Heatmap
Table

	건물형태	건물구조	건물위치	건물지붕	연면적	전용면적	공용면적	공부상 지목	시가표준액
건물형태	1.000	0.154	0.312	0.095	0.000	0.000	0.769	0.110	0.000
건물구조	0.154	1.000	0.252	0.490	0.042	0.042	0.072	0.388	0.099
건물위치	0.312	0.252	1.000	0.411	0.052	0.052	0.252	0.573	0.064
건물지붕	0.095	0.490	0.411	1.000	0.000	0.000	0.184	0.272	0.018
연면적	0.000	0.042	0.052	0.000	1.000	1.000	0.000	0.286	0.875
전용면적	0.000	0.042	0.052	0.000	1.000	1.000	0.000	0.286	0.875
공용면적	0.769	0.072	0.252	0.184	0.000	0.000	1.000	0.181	0.000
공부상 지목	0.110	0.388	0.573	0.272	0.286	0.286	0.181	1.000	0.301
시가표준액	0.000	0.099	0.064	0.018	0.875	0.875	0.000	0.301	1.000

Heatmap
Table

	공부상 지목	건물형태
공부상 지목	1.000	0.096
건물형태	0.096	1.000

Heatmap
Table

	건물구조	건물위치	건물지붕	연면적	전용면적	공용면적	시가표준액	건물형태	공부상 지목
건물구조	1.000	-0.279	0.195	-0.281	-0.260	-0.179	-0.678	0.153	0.160
건물위치	-0.279	1.000	-0.268	0.027	0.015	0.094	0.199	0.194	0.252
건물지붕	0.195	-0.268	1.000	-0.113	-0.101	-0.045	0.036	0.116	0.137
연면적	-0.281	0.027	-0.113	1.000	0.990	-0.018	0.691	0.000	0.133
전용면적	-0.260	0.015	-0.101	0.990	1.000	-0.120	0.675	0.000	0.133
공용면적	-0.179	0.094	-0.045	-0.018	-0.120	1.000	0.094	0.606	0.068
시가표준액	-0.678	0.199	0.036	0.691	0.675	0.094	1.000	0.000	0.153
건물형태	0.153	0.194	0.116	0.000	0.000	0.606	0.000	1.000	0.096
공부상 지목	0.160	0.252	0.137	0.133	0.133	0.068	0.153	0.096	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

	시군명	기준년월일	건물형태	건물용도	건물구조	건물위치	건물지붕	물건지 지번주소	연면적	전용면적	공용면적	준공일자	공부상 지목	시가표준액
18158	경기도 가평군	2021-09-30	일반	391	21	4	99	경기도 가평군 조종면 신상리 512-13	24.3	24.3	0.0	2013-06-20	08 대지	16086600
6553	경기도 가평군	2021-09-30	일반	362	21	11	99	경기도 가평군 설악면 신천리 407-13	307.36	307.36	0.0	2012-03-27	08 대지	173351040
16551	경기도 가평군	2021-09-30	일반	302	21	6	11	경기도 가평군 상면 연하리 171-1	149.29	149.29	0.0	1997-01-01	08 대지	69464637
20121	경기도 가평군	2021-09-30	일반	421	51	3	31	경기도 가평군 북면 도대리 523-2	41.3	41.3	0.0	1980-01-01	01 전	2023700
1769	경기도 가평군	2021-09-30	집합	345	21	9	11	경기도 가평군 가평읍 읍내리 637-6 0001동 0205호	83.0	63.03	19.97	1997-01-01	08 대지	37433000
21376	경기도 가평군	2021-09-30	일반	19D	62	4	99	경기도 가평군 북면 제령리 556-4	25.0	25.0	0.0	2013-07-17	08 대지	7775000
3861	경기도 가평군	2021-09-30	집합	391	21	7	99	경기도 가평군 가평읍 금대리 49-11 0001동 0102호	35.83	26.1	9.73	2004-01-01	08 대지	22465410
10359	경기도 가평군	2021-09-30	일반	192	21	7	99	경기도 가평군 청평면 고성리 764-5	176.67	176.67	0.0	2012-11-15	08 대지	97875180
15077	경기도 가평군	2021-09-30	일반	192	22	4	99	경기도 가평군 상면 임초리 64-3	5.0	5.0	0.0	2004-01-01	08 대지	1755000
19421	경기도 가평군	2021-09-30	일반	345	31	4	11	경기도 가평군 조종면 운악리 198-1	21.42	21.42	0.0	1991-01-01	01 전	3170160

	시군명	기준년월일	건물형태	건물용도	건물구조	건물위치	건물지붕	물건지 지번주소	연면적	전용면적	준공일자	공부상 지목	시가표준액
3142	경기도 가평군	2021-09-30	일반	192	21	5	99	경기도 가평군 가평읍 하색리 778-10	96.58	96.58	2012-08-10	08 대지	51187400
21871	경기도 가평군	2021-09-30	일반	714	62	4	31	경기도 가평군 북면 적목리 127	22.0	22.0	1998-01-01	08 대지	330000
9451	경기도 가평군	2021-09-30	일반	192	21	7	99	경기도 가평군 청평면 대성리 412-1	152.68	152.68	2010-09-16	08 대지	80920400
18878	경기도 가평군	2021-09-30	일반	391	21	4	99	경기도 가평군 조종면 운악리 417-10	35.81	35.81	2011-09-15	08 대지	22667730
6934	경기도 가평군	2021-09-30	일반	429	51	4	11	경기도 가평군 설악면 묵안리 328	105.0	105.0	1994-01-01	25 종교용지	16380000
20995	경기도 가평군	2021-09-30	일반	714	62	3	99	경기도 가평군 북면 목동리 103	82.62	82.62	2002-01-01	01 전	2643840
20202	경기도 가평군	2021-09-30	일반	345	21	8	11	경기도 가평군 북면 목동리 886-18	181.71	181.71	1995-01-01	08 대지	74864520
15627	경기도 가평군	2021-09-30	일반	362	62	7	31	경기도 가평군 상면 덕현리 6-20	157.15	157.15	2001-01-01	08 대지	19015150
19561	경기도 가평군	2021-09-30	일반	649	21	5	99	경기도 가평군 조종면 현리 41-2	97.44	97.44	2016-01-08	08 대지	33714240
5043	경기도 가평군	2021-09-30	일반	345	41	12	11	경기도 가평군 가평읍 읍내리 495-25	107.1	107.1	1973-01-01	08 대지	7711200

Most frequently occurring

	시군명	기준년월일	건물형태	건물용도	건물구조	건물위치	건물지붕	물건지 지번주소	연면적	전용면적	공용면적	준공일자	공부상 지목	시가표준액	# duplicates
13	경기도 가평군	2021-09-30	일반	189	21	5	99	경기도 가평군 조종면 현리 477-309	95.498	72.415	23.083	2015-10-24	28 잡종지	54051868	39
12	경기도 가평군	2021-09-30	일반	189	21	5	99	경기도 가평군 조종면 현리 477-309	94.757	72.217	22.54	2015-10-24	28 잡종지	53632462	18
4	경기도 가평군	2021-09-30	일반	189	21	4	11	경기도 가평군 조종면 운악리 514	37.85	37.85	0.0	2000-01-01	01 전	14383000	11
5	경기도 가평군	2021-09-30	일반	189	21	4	11	경기도 가평군 조종면 운악리 514	39.34	39.34	0.0	2000-01-01	01 전	14949200	9
14	경기도 가평군	2021-09-30	일반	189	21	5	99	경기도 가평군 조종면 현리 477-309	110.685	84.846	25.839	2015-10-24	28 잡종지	62647710	8
224	경기도 가평군	2021-09-30	일반	417	21	5	99	경기도 가평군 상면 행현리 산 136	23.4	23.4	0.0	2006-06-14	05 임야	12589200	7
9	경기도 가평군	2021-09-30	일반	189	21	5	99	경기도 가평군 가평읍 복장리 105-8	58.96	58.96	0.0	1990-01-01	08 대지	15978160	6
259	경기도 가평군	2021-09-30	일반	511	21	6	11	경기도 가평군 가평읍 하색리 302-3	98.79	98.79	0.0	2005-01-01	08 대지	36157140	6
284	경기도 가평군	2021-09-30	일반	649	21	5	99	경기도 가평군 설악면 송산리 711-1	859.6	859.6	0.0	2005-01-01	08 대지	230372800	6
75	경기도 가평군	2021-09-30	일반	192	51	4	99	경기도 가평군 조종면 마일리 300-1	27.06	27.06	0.0	2003-01-01	08 대지	6765000	5

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Common Values

Length

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring