gimi9 Pandas Profiling

Dataset statistics

Number of variables	11
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.0 MiB
Average record size in memory	106.0 B

Variable types

Numeric	9
Categorical	2

Dataset

Description	한국부동산원(구.한국감정원)에서 제공하는 부동산 거래 통계를 조회할 수 있는 서비스로 충남의 매입자거주지별 부동산 거래 면적 정보를 제공합니다.
Author	충청남도
URL	https://alldam.chungnam.go.kr/bigdata/collect/view.chungnam?menuCd=DOM_000000201001001000&apiIdx=2557

Alerts

`지역명` is highly overall correlated with `번호` and 2 other fields	High correlation
`지역구분 레벨` is highly overall correlated with `번호` and 2 other fields	High correlation
`번호` is highly overall correlated with `지역코드` and 2 other fields	High correlation
`지역코드` is highly overall correlated with `번호` and 2 other fields	High correlation
`거래유형` is highly overall correlated with `합계_면적` and 4 other fields	High correlation
`합계_면적` is highly overall correlated with `거래유형` and 4 other fields	High correlation
`관할시군구내_면적` is highly overall correlated with `거래유형` and 4 other fields	High correlation
`관할시도내_면적` is highly overall correlated with `거래유형` and 4 other fields	High correlation
`관할시도외서울면적` is highly overall correlated with `거래유형` and 4 other fields	High correlation
`관할시도외기타면적` is highly overall correlated with `거래유형` and 4 other fields	High correlation
`지역구분 레벨` is highly imbalanced (52.1%)	Imbalance
`번호` has unique values	Unique
`관할시도내_면적` has 587 (5.9%) zeros	Zeros
`관할시도외서울면적` has 685 (6.9%) zeros	Zeros
`관할시도외기타면적` has 175 (1.8%) zeros	Zeros

Reproduction

Analysis started	2024-01-09 21:21:01.755909
Analysis finished	2024-01-09 21:21:11.168262
Duration	9.41 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12454.689

Minimum	1
Maximum	24792
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1303.8
Q1	6319.5
median	12428.5
Q3	18629.25
95-th percentile	23626.1
Maximum	24792
Range	24791
Interquartile range (IQR)	12309.75

Descriptive statistics

Standard deviation	7143.6805
Coefficient of variation (CV)	0.57357357
Kurtosis	-1.1906703
Mean	12454.689
Median Absolute Deviation (MAD)	6150
Skewness	5.9123866 × 10^-5
Sum	1.2454689 × 10⁸
Variance	51032172
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17452	1	< 0.1%
16637	1	< 0.1%
519	1	< 0.1%
24162	1	< 0.1%
19746	1	< 0.1%
8566	1	< 0.1%
10358	1	< 0.1%
11142	1	< 0.1%
9741	1	< 0.1%
8660	1	< 0.1%
Other values (9990)	9990	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
5	1	< 0.1%
7	1	< 0.1%
9	1	< 0.1%
12	1	< 0.1%
13	1	< 0.1%
15	1	< 0.1%
18	1	< 0.1%
21	1	< 0.1%

Value	Count	Frequency (%)
24792	1	< 0.1%
24786	1	< 0.1%
24785	1	< 0.1%
24784	1	< 0.1%
24782	1	< 0.1%
24780	1	< 0.1%
24779	1	< 0.1%
24775	1	< 0.1%
24771	1	< 0.1%
24770	1	< 0.1%

지역코드
Real number (ℝ)

HIGH CORRELATION

Distinct	18
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	44417.464

Minimum	44000
Maximum	44825
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	44000
5-th percentile	44000
Q1	44150
median	44230
Q3	44770
95-th percentile	44825
Maximum	44825
Range	825
Interquartile range (IQR)	620

Descriptive statistics

Standard deviation	305.64645
Coefficient of variation (CV)	0.0068812224
Kurtosis	-1.7377555
Mean	44417.464
Median Absolute Deviation (MAD)	100
Skewness	0.29995452
Sum	4.4417464 × 10⁸
Variance	93419.751
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
44825	609	6.1%
44230	595	5.9%
44710	590	5.9%
44210	590	5.9%
44760	584	5.8%
44800	584	5.8%
44150	582	5.8%
44250	577	5.8%
44180	576	5.8%
44200	574	5.7%
Other values (8)	4139	41.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
44000	553	5.5%
44130	573	5.7%
44131	503	5.0%
44133	464	4.6%
44150	582	5.8%
44180	576	5.8%
44200	574	5.7%
44210	590	5.9%
44230	595	5.9%
44250	577	5.8%

Value	Count	Frequency (%)
44825	609	6.1%
44810	560	5.6%
44800	584	5.8%
44790	554	5.5%
44770	573	5.7%
44760	584	5.8%
44710	590	5.9%
44270	359	3.6%
44250	577	5.8%
44230	595	5.9%

지역명
Categorical

HIGH CORRELATION

Distinct	18
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

태안군	609
논산시	595
금산군	590
서산시	590
부여군	584
Other values (13)	7032

Length

Max length	3
Median length	3
Mean length	2.9447
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	부여군
2nd row	서천군
3rd row	금산군
4th row	서천군
5th row	금산군

Common Values

Value	Count	Frequency (%)
태안군	609	6.1%
논산시	595	5.9%
금산군	590	5.9%
서산시	590	5.9%
부여군	584	5.8%
홍성군	584	5.8%
공주시	582	5.8%
계룡시	577	5.8%
보령시	576	5.8%
아산시	574	5.7%
Other values (8)	4139	41.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
태안군	609	6.1%
논산시	595	5.9%
금산군	590	5.9%
서산시	590	5.9%
부여군	584	5.8%
홍성군	584	5.8%
공주시	582	5.8%
계룡시	577	5.8%
보령시	576	5.8%
아산시	574	5.7%
Other values (8)	4139	41.4%

조사일자
Real number (ℝ)

Distinct	198
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	201428.83

Minimum	200601
Maximum	202206
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	200601
5-th percentile	200612
Q1	201009
median	201411
Q3	201812
95-th percentile	202110
Maximum	202206
Range	1605
Interquartile range (IQR)	803

Descriptive statistics

Standard deviation	475.23115
Coefficient of variation (CV)	0.0023593006
Kurtosis	-1.1809514
Mean	201428.83
Median Absolute Deviation (MAD)	401
Skewness	-0.091874354
Sum	2.0142883 × 10⁹
Variance	225844.65
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
202007	70	0.7%
202009	70	0.7%
202010	67	0.7%
202108	67	0.7%
202111	66	0.7%
202204	65	0.7%
202006	64	0.6%
201508	63	0.6%
202106	63	0.6%
202202	63	0.6%
Other values (188)	9342	93.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
200601	42	0.4%
200602	39	0.4%
200603	43	0.4%
200604	41	0.4%
200605	45	0.4%
200606	48	0.5%
200607	41	0.4%
200608	45	0.4%
200609	43	0.4%
200610	47	0.5%

Value	Count	Frequency (%)
202206	59	0.6%
202205	60	0.6%
202204	65	0.7%
202203	58	0.6%
202202	63	0.6%
202201	54	0.5%
202112	56	0.6%
202111	66	0.7%
202110	45	0.4%
202109	63	0.6%

거래유형
Real number (ℝ)

HIGH CORRELATION

Distinct	8
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.1271

Minimum	1
Maximum	8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	4
Q3	6
95-th percentile	7
Maximum	8
Range	7
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.0973282
Coefficient of variation (CV)	0.50818448
Kurtosis	-1.1964517
Mean	4.1271
Median Absolute Deviation (MAD)	2
Skewness	0.032739881
Sum	41271
Variance	4.3987855
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
7	1416	14.2%
1	1413	14.1%
4	1390	13.9%
6	1387	13.9%
2	1379	13.8%
5	1363	13.6%
3	1345	13.5%
8	307	3.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1413	14.1%
2	1379	13.8%
3	1345	13.5%
4	1390	13.9%
5	1363	13.6%
6	1387	13.9%
7	1416	14.2%
8	307	3.1%

Value	Count	Frequency (%)
8	307	3.1%
7	1416	14.2%
6	1387	13.9%
5	1363	13.6%
4	1390	13.9%
3	1345	13.5%
2	1379	13.8%
1	1413	14.1%

합계_면적
Real number (ℝ)

HIGH CORRELATION

Distinct	9703
Distinct (%)	97.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	609697.47

Minimum	0
Maximum	43982861
Zeros	3
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1216
Q1	6845.5
median	32768
Q3	566381.18
95-th percentile	1647644.5
Maximum	43982861
Range	43982861
Interquartile range (IQR)	559535.68

Descriptive statistics

Standard deviation	2275831.3
Coefficient of variation (CV)	3.7327222
Kurtosis	71.726365
Mean	609697.47
Median Absolute Deviation (MAD)	30959.906
Skewness	7.7914659
Sum	6.0969747 × 10⁹
Variance	5.1794082 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60.0	7	0.1%
145.0	5	0.1%
1093.0	4	< 0.1%
349.0	4	< 0.1%
1716.0	4	< 0.1%
1143.0	3	< 0.1%
7624.0	3	< 0.1%
245.0	3	< 0.1%
291.0	3	< 0.1%
5248.0	3	< 0.1%
Other values (9693)	9961	99.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	3	< 0.1%
59.0	1	< 0.1%
60.0	7	0.1%
84.0	2	< 0.1%
84.906	2	< 0.1%
85.0	2	< 0.1%
89.37	1	< 0.1%
99.9193	2	< 0.1%
101.2843	1	< 0.1%
102.0	1	< 0.1%

Value	Count	Frequency (%)
43982861.0	1	< 0.1%
34722814.0	1	< 0.1%
31096804.0	1	< 0.1%
29915611.0	1	< 0.1%
29694030.0	1	< 0.1%
25895643.0	1	< 0.1%
25442673.539975	1	< 0.1%
24797329.0	1	< 0.1%
24279139.692247	1	< 0.1%
24250119.0	1	< 0.1%

관할시군구내_면적
Real number (ℝ)

HIGH CORRELATION

Distinct	9509
Distinct (%)	95.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	250539.32

Minimum	0
Maximum	33540910
Zeros	8
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	833.8
Q1	3993
median	17368
Q3	224741.5
95-th percentile	671278.2
Maximum	33540910
Range	33540910
Interquartile range (IQR)	220748.5

Descriptive statistics

Standard deviation	966100.95
Coefficient of variation (CV)	3.8560851
Kurtosis	195.45401
Mean	250539.32
Median Absolute Deviation (MAD)	16142.621
Skewness	10.513156
Sum	2.5053932 × 10⁹
Variance	9.3335105 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	8	0.1%
60.0	6	0.1%
1904.0	5	0.1%
85.0	5	0.1%
1536.0	4	< 0.1%
246.0	4	< 0.1%
2019.0	4	< 0.1%
2909.0	4	< 0.1%
1665.0	4	< 0.1%
2247.0	4	< 0.1%
Other values (9499)	9952	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	8	0.1%
29.7	1	< 0.1%
36.0	2	< 0.1%
36.44	1	< 0.1%
49.95	1	< 0.1%
49.98	2	< 0.1%
59.0	1	< 0.1%
59.64	1	< 0.1%
60.0	6	0.1%
65.21	1	< 0.1%

Value	Count	Frequency (%)
33540910.0	1	< 0.1%
15746083.0	1	< 0.1%
14176410.0	1	< 0.1%
14102263.0	1	< 0.1%
11532779.0	1	< 0.1%
11164575.0	1	< 0.1%
11100762.840522	1	< 0.1%
11053018.0	1	< 0.1%
10780804.0	1	< 0.1%
10609402.862246	1	< 0.1%

관할시도내_면적
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	7712
Distinct (%)	77.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	74401.377

Minimum	0
Maximum	6523634
Zeros	587
Zeros (%)	5.9%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	408.69405
median	3007.4537
Q3	43075.483
95-th percentile	237711.84
Maximum	6523634
Range	6523634
Interquartile range (IQR)	42666.789

Descriptive statistics

Standard deviation	298650.57
Coefficient of variation (CV)	4.0140462
Kurtosis	98.794828
Mean	74401.377
Median Absolute Deviation (MAD)	3007.4537
Skewness	8.6889
Sum	7.4401377 × 10⁸
Variance	8.9192162 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	587	5.9%
60.0	50	0.5%
85.0	39	0.4%
50.0	33	0.3%
40.0	27	0.3%
59.0	12	0.1%
145.0	12	0.1%
185.0	12	0.1%
47.0	11	0.1%
120.0	10	0.1%
Other values (7702)	9207	92.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	587	5.9%
16.0	2	< 0.1%
17.0	2	< 0.1%
21.0	1	< 0.1%
22.0	1	< 0.1%
25.49	1	< 0.1%
26.0	1	< 0.1%
27.0	1	< 0.1%
28.0	1	< 0.1%
30.0	1	< 0.1%

Value	Count	Frequency (%)
6523634.0	1	< 0.1%
5050908.0	1	< 0.1%
4890866.0	1	< 0.1%
4814525.0	1	< 0.1%
4371509.0	1	< 0.1%
4330576.0	1	< 0.1%
4232883.0	1	< 0.1%
3923921.0	1	< 0.1%
3830023.0	1	< 0.1%
3756803.0	1	< 0.1%

관할시도외서울면적
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	7520
Distinct (%)	75.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	74720.094

Minimum	0
Maximum	6267421
Zeros	685
Zeros (%)	6.9%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	313
median	2097.7355
Q3	38273.375
95-th percentile	236374.56
Maximum	6267421
Range	6267421
Interquartile range (IQR)	37960.375

Descriptive statistics

Standard deviation	312867.33
Coefficient of variation (CV)	4.1871913
Kurtosis	99.662341
Mean	74720.094
Median Absolute Deviation (MAD)	2062.7355
Skewness	8.8210008
Sum	7.4720094 × 10⁸
Variance	9.7885965 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	685	6.9%
85.0	55	0.5%
60.0	53	0.5%
40.0	25	0.2%
145.0	23	0.2%
84.0	16	0.2%
185.0	15	0.1%
170.0	13	0.1%
50.0	13	0.1%
143.0	12	0.1%
Other values (7510)	9090	90.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	685	6.9%
2.0	2	< 0.1%
6.0	1	< 0.1%
16.0	1	< 0.1%
17.0123	1	< 0.1%
20.0	1	< 0.1%
21.0	1	< 0.1%
24.0	2	< 0.1%
28.08	2	< 0.1%
29.0	4	< 0.1%

Value	Count	Frequency (%)
6267421.0	1	< 0.1%
6266762.0	1	< 0.1%
5495883.0	1	< 0.1%
4529069.0	1	< 0.1%
4196136.28256	1	< 0.1%
4098619.0	1	< 0.1%
4086322.352413	1	< 0.1%
4040286.707169	1	< 0.1%
3783564.677501	1	< 0.1%
3755930.0	1	< 0.1%

관할시도외기타면적
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	8788
Distinct (%)	87.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	210036.68

Minimum	0
Maximum	16989458
Zeros	175
Zeros (%)	1.8%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	165
Q1	1509.5255
median	7470.2269
Q3	160116.28
95-th percentile	607558.55
Maximum	16989458
Range	16989458
Interquartile range (IQR)	158606.75

Descriptive statistics

Standard deviation	832478.82
Coefficient of variation (CV)	3.9634926
Kurtosis	83.977421
Mean	210036.68
Median Absolute Deviation (MAD)	7155.2269
Skewness	8.2217564
Sum	2.1003668 × 10⁹
Variance	6.9302099 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	175	1.8%
85.0	29	0.3%
60.0	27	0.3%
84.0	10	0.1%
80.0	9	0.1%
210.0	7	0.1%
170.0	7	0.1%
40.0	6	0.1%
220.0	6	0.1%
59.0	6	0.1%
Other values (8778)	9718	97.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	175	1.8%
17.0	2	< 0.1%
19.0	1	< 0.1%
27.62	1	< 0.1%
29.7	1	< 0.1%
36.0	2	< 0.1%
38.0	1	< 0.1%
39.72	3	< 0.1%
39.99	2	< 0.1%
40.0	6	0.1%

Value	Count	Frequency (%)
16989458.0	1	< 0.1%
15047933.0	1	< 0.1%
12988293.0	1	< 0.1%
12292163.0	1	< 0.1%
11837223.0	1	< 0.1%
11648404.0	1	< 0.1%
9387053.765878	1	< 0.1%
8720818.360286	1	< 0.1%
8685258.0	1	< 0.1%
8635651.0	1	< 0.1%

지역구분 레벨
Categorical

HIGH CORRELATION IMBALANCE

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

1	8480
2	967
0	553

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	8480	84.8%
2	967	9.7%
0	553	5.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	8480	84.8%
2	967	9.7%
0	553	5.5%

Heatmap
Table

	번호	지역코드	지역명	조사일자	거래유형	합계_면적	관할시군구내_면적	관할시도내_면적	관할시도외서울면적	관할시도외기타면적	지역구분 레벨
번호	1.000	0.994	0.981	0.212	0.052	0.303	0.328	0.276	0.374	0.396	0.865
지역코드	0.994	1.000	1.000	0.106	0.000	0.011	0.011	0.046	0.037	0.036	0.517
지역명	0.981	1.000	1.000	0.132	0.000	0.504	0.524	0.463	0.397	0.423	1.000
조사일자	0.212	0.106	0.132	1.000	0.237	0.064	0.043	0.057	0.119	0.094	0.123
거래유형	0.052	0.000	0.000	0.237	1.000	0.162	0.161	0.177	0.183	0.165	0.019
합계_면적	0.303	0.011	0.504	0.064	0.162	1.000	0.923	0.840	0.784	0.837	0.674
관할시군구내_면적	0.328	0.011	0.524	0.043	0.161	0.923	1.000	0.722	0.705	0.757	0.695
관할시도내_면적	0.276	0.046	0.463	0.057	0.177	0.840	0.722	1.000	0.618	0.657	0.627
관할시도외서울면적	0.374	0.037	0.397	0.119	0.183	0.784	0.705	0.618	1.000	0.891	0.504
관할시도외기타면적	0.396	0.036	0.423	0.094	0.165	0.837	0.757	0.657	0.891	1.000	0.536
지역구분 레벨	0.865	0.517	1.000	0.123	0.019	0.674	0.695	0.627	0.504	0.536	1.000

Heatmap
Table

	지역명	지역구분 레벨
지역명	1.000	0.999
지역구분 레벨	0.999	1.000

Heatmap
Table

	번호	지역코드	조사일자	거래유형	합계_면적	관할시군구내_면적	관할시도내_면적	관할시도외서울면적	관할시도외기타면적	지역명	지역구분 레벨
번호	1.000	0.998	0.028	0.020	-0.386	-0.402	-0.399	-0.343	-0.356	0.900	0.792
지역코드	0.998	1.000	-0.023	0.010	-0.385	-0.400	-0.399	-0.341	-0.357	0.999	0.835
조사일자	0.028	-0.023	1.000	0.068	0.115	0.100	0.121	0.089	0.157	0.051	0.075
거래유형	0.020	0.010	0.068	1.000	-0.626	-0.607	-0.560	-0.609	-0.627	0.000	0.012
합계_면적	-0.386	-0.385	0.115	-0.626	1.000	0.986	0.943	0.947	0.976	0.190	0.385
관할시군구내_면적	-0.402	-0.400	0.100	-0.607	0.986	1.000	0.927	0.929	0.947	0.236	0.378
관할시도내_면적	-0.399	-0.399	0.121	-0.560	0.943	0.927	1.000	0.906	0.912	0.171	0.346
관할시도외서울면적	-0.343	-0.341	0.089	-0.609	0.947	0.929	0.906	1.000	0.926	0.163	0.350
관할시도외기타면적	-0.356	-0.357	0.157	-0.627	0.976	0.947	0.912	0.926	1.000	0.176	0.381
지역명	0.900	0.999	0.051	0.000	0.190	0.236	0.171	0.163	0.176	1.000	0.999
지역구분 레벨	0.792	0.835	0.075	0.012	0.385	0.378	0.346	0.350	0.381	0.999	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

	번호	지역코드	지역명	조사일자	거래유형	합계_면적	관할시군구내_면적	관할시도내_면적	관할시도외서울면적	관할시도외기타면적	지역구분 레벨
17451	17452	44760	부여군	202002	8	918246.0456	607151.4003	102109.3823	22860.5884	186124.6746	1
18210	18211	44770	서천군	201301	5	512.0	428.0	0.0	0.0	84.0	1
16188	16189	44710	금산군	202205	1	1834583.608414	315345.540667	978617.6104	41398.1464	499222.310947	1
18383	18384	44770	서천군	201410	7	956.0	824.0	48.0	84.0	0.0	1
15729	15730	44710	금산군	201612	6	5496.3013	1620.4213	192.15	935.37	2748.36	1
14581	14582	44270	당진시	202004	5	19212.13255	12879.4487	1046.0249	1477.17805	3809.4809	1
145	146	44000	충남	201310	1	14058178.0	4808903.0	1740849.0	2708053.0	4800373.0	0
9012	9013	44200	아산시	201602	6	34912.0	17370.0	4457.0	3400.0	9685.0	1
21837	21838	44800	홍성군	202106	1	962149.008043	476460.337288	54660.4082	65562.95325	365465.309305	1
12255	12256	44230	논산시	202002	6	8721.1616	5459.0199	804.144	189.9269	2268.0708	1

	번호	지역코드	지역명	조사일자	거래유형	합계_면적	관할시군구내_면적	관할시도내_면적	관할시도외서울면적	관할시도외기타면적	지역구분 레벨
10755	10756	44210	서산시	201907	3	41842.695477	24266.985128	2450.0991	6564.641067	8560.970182	1
12863	12864	44250	계룡시	200806	4	16229.0	4299.0	1037.0	4879.0	6014.0	1
2639	2640	44130	천안시	202005	8	869338.23195	282069.877	265876.41205	57002.0399	264389.903	1
5409	5410	44150	공주시	200604	1	1968811.0	747379.0	136969.0	146631.0	937832.0	1
10152	10153	44210	서산시	201210	6	17157.0	10706.0	1159.0	2161.0	3131.0	1
14927	14928	44710	금산군	200808	1	826930.0	248859.0	174967.0	153427.0	249677.0	1
14151	14152	44270	당진시	201505	3	48545.0	30521.0	4548.0	3574.0	9902.0	1
2913	2914	44131	동남구	201202	1	464243.0	154305.0	82774.0	36890.0	190274.0	2
16222	16223	44710	금산군	202206	2	1041543.576615	346817.446967	5716.0	11676.6	677333.529648	1
14410	14411	44270	당진시	201809	6	10884.7192	5244.1257	879.8202	1320.9399	3439.8334	1

Overview

Variables

Common Values

Length

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample