gimi9 Pandas Profiling

Dataset statistics

Number of variables	11
Number of observations	204
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	19.7 KiB
Average record size in memory	98.6 B

Variable types

Numeric	10
Categorical	1

Dataset

Description	시도별 주민등록인구 대비 장애인 비율현황
Author	경기복지재단(경기도장애인복지종합지원센터)
URL	https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=GXZ3U52K0Y5C1LH4DUJT24771389&infSeq=1

Alerts

`주민등록인구수(명)` is highly overall correlated with `주민등록남성인구수(명)` and 5 other fields	High correlation
`주민등록남성인구수(명)` is highly overall correlated with `주민등록인구수(명)` and 5 other fields	High correlation
`주민등록여성인구수(명)` is highly overall correlated with `주민등록인구수(명)` and 5 other fields	High correlation
`등록장애인수(명)` is highly overall correlated with `주민등록인구수(명)` and 5 other fields	High correlation
`등록장애인남성수(명)` is highly overall correlated with `주민등록인구수(명)` and 5 other fields	High correlation
`등록장애인여성수(명)` is highly overall correlated with `주민등록인구수(명)` and 5 other fields	High correlation
`등록장애인비율(%)` is highly overall correlated with `등록장애인남성비율(%)` and 2 other fields	High correlation
`등록장애인남성비율(%)` is highly overall correlated with `등록장애인비율(%)` and 2 other fields	High correlation
`등록장애인여성비율(%)` is highly overall correlated with `등록장애인비율(%)` and 2 other fields	High correlation
`시도명` is highly overall correlated with `주민등록인구수(명)` and 8 other fields	High correlation
`주민등록인구수(명)` has unique values	Unique
`주민등록남성인구수(명)` has unique values	Unique
`주민등록여성인구수(명)` has unique values	Unique
`등록장애인수(명)` has unique values	Unique
`등록장애인여성수(명)` has unique values	Unique

Reproduction

Analysis started	2024-04-14 03:19:23.293490
Analysis finished	2024-04-14 03:19:32.733012
Duration	9.44 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

기준년도
Real number (ℝ)

Distinct	12
Distinct (%)	5.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2017.5

Minimum	2012
Maximum	2023
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.9 KiB

Quantile statistics

Minimum	2012
5-th percentile	2012
Q1	2014.75
median	2017.5
Q3	2020.25
95-th percentile	2023
Maximum	2023
Range	11
Interquartile range (IQR)	5.5

Descriptive statistics

Standard deviation	3.4605447
Coefficient of variation (CV)	0.0017152638
Kurtosis	-1.2171428
Mean	2017.5
Median Absolute Deviation (MAD)	3
Skewness	0
Sum	411570
Variance	11.975369
Monotonicity	Decreasing

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
2023	17	8.3%
2022	17	8.3%
2021	17	8.3%
2020	17	8.3%
2019	17	8.3%
2018	17	8.3%
2017	17	8.3%
2016	17	8.3%
2015	17	8.3%
2014	17	8.3%
Other values (2)	34	16.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2012	17	8.3%
2013	17	8.3%
2014	17	8.3%
2015	17	8.3%
2016	17	8.3%
2017	17	8.3%
2018	17	8.3%
2019	17	8.3%
2020	17	8.3%
2021	17	8.3%

Value	Count	Frequency (%)
2023	17	8.3%
2022	17	8.3%
2021	17	8.3%
2020	17	8.3%
2019	17	8.3%
2018	17	8.3%
2017	17	8.3%
2016	17	8.3%
2015	17	8.3%
2014	17	8.3%

시도명
Categorical

HIGH CORRELATION

Distinct	17
Distinct (%)	8.3%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

강원	12
경기	12
경남	12
경북	12
광주	12
Other values (12)	144

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	강원
2nd row	경기
3rd row	경남
4th row	경북
5th row	광주

Common Values

Value	Count	Frequency (%)
강원	12	5.9%
경기	12	5.9%
경남	12	5.9%
경북	12	5.9%
광주	12	5.9%
대구	12	5.9%
대전	12	5.9%
부산	12	5.9%
서울	12	5.9%
세종	12	5.9%
Other values (7)	84	41.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
강원	12	5.9%
세종	12	5.9%
충남	12	5.9%
제주	12	5.9%
전북	12	5.9%
전남	12	5.9%
인천	12	5.9%
울산	12	5.9%
서울	12	5.9%
경기	12	5.9%
Other values (7)	84	41.2%

주민등록인구수(명)
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	204
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3028522.3

Minimum	113117
Maximum	13630821
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.9 KiB

Quantile statistics

Minimum	113117
5-th percentile	384031.1
Q1	1474380
median	1886800
Q3	2955238
95-th percentile	12213430
Maximum	13630821
Range	13517704
Interquartile range (IQR)	1480858

Descriptive statistics

Standard deviation	3213214.7
Coefficient of variation (CV)	1.0609843
Kurtosis	3.8358575
Mean	3028522.3
Median Absolute Deviation (MAD)	725994
Skewness	2.2186852
Sum	6.1781855 × 10⁸
Variance	1.0324749 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1527807	1	0.5%
2487829	1	0.5%
1890630	1	0.5%
1852295	1	0.5%
636383	1	0.5%
2082200	1	0.5%
1580832	1	0.5%
1549507	1	0.5%
12522606	1	0.5%
3364702	1	0.5%
Other values (194)	194	95.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
113117	1	0.5%
122153	1	0.5%
156125	1	0.5%
210884	1	0.5%
242038	1	0.5%
280100	1	0.5%
314126	1	0.5%
340575	1	0.5%
355831	1	0.5%
371895	1	0.5%

Value	Count	Frequency (%)
13630821	1	0.5%
13589432	1	0.5%
13565450	1	0.5%
13427014	1	0.5%
13239666	1	0.5%
13077153	1	0.5%
12873895	1	0.5%
12602784	1	0.5%
12522606	1	0.5%
12357830	1	0.5%

주민등록남성인구수(명)
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	204
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1512037.1

Minimum	57633
Maximum	6855895
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.9 KiB

Quantile statistics

Minimum	57633
5-th percentile	191559.25
Q1	731179
median	944327
Q3	1481945.2
95-th percentile	6148969.3
Maximum	6855895
Range	6798262
Interquartile range (IQR)	750766.25

Descriptive statistics

Standard deviation	1600228.8
Coefficient of variation (CV)	1.0583264
Kurtosis	4.0061422
Mean	1512037.1
Median Absolute Deviation (MAD)	349758
Skewness	2.2447751
Sum	3.0845557 × 10⁸
Variance	2.5607321 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
768449	1	0.5%
1237291	1	0.5%
945654	1	0.5%
921415	1	0.5%
320091	1	0.5%
1057226	1	0.5%
797411	1	0.5%
781434	1	0.5%
6299812	1	0.5%
1694981	1	0.5%
Other values (194)	194	95.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
57633	1	0.5%
62205	1	0.5%
78862	1	0.5%
105752	1	0.5%
120995	1	0.5%
139734	1	0.5%
156831	1	0.5%
169845	1	0.5%
177568	1	0.5%
185678	1	0.5%

Value	Count	Frequency (%)
6855895	1	0.5%
6839276	1	0.5%
6827298	1	0.5%
6754469	1	0.5%
6659995	1	0.5%
6577501	1	0.5%
6475323	1	0.5%
6333311	1	0.5%
6299812	1	0.5%
6219813	1	0.5%

주민등록여성인구수(명)
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	204
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1516485.2

Minimum	55484
Maximum	6774926
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.9 KiB

Quantile statistics

Minimum	55484
5-th percentile	192471.85
Q1	742654.75
median	942523.5
Q3	1473292.8
95-th percentile	6064461
Maximum	6774926
Range	6719442
Interquartile range (IQR)	730638

Descriptive statistics

Standard deviation	1613533.4
Coefficient of variation (CV)	1.0639955
Kurtosis	3.6790805
Mean	1516485.2
Median Absolute Deviation (MAD)	376814.5
Skewness	2.1947399
Sum	3.0936297 × 10⁸
Variance	2.6034902 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
759358	1	0.5%
1250538	1	0.5%
944976	1	0.5%
930880	1	0.5%
316292	1	0.5%
1024974	1	0.5%
783421	1	0.5%
768073	1	0.5%
6222794	1	0.5%
1669721	1	0.5%
Other values (194)	194	95.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
55484	1	0.5%
59948	1	0.5%
77263	1	0.5%
105132	1	0.5%
121043	1	0.5%
140366	1	0.5%
157295	1	0.5%
170730	1	0.5%
178263	1	0.5%
186217	1	0.5%

Value	Count	Frequency (%)
6774926	1	0.5%
6750156	1	0.5%
6738152	1	0.5%
6672545	1	0.5%
6579671	1	0.5%
6499652	1	0.5%
6398572	1	0.5%
6269473	1	0.5%
6222794	1	0.5%
6138017	1	0.5%

등록장애인수(명)
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	204
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	150858.42

Minimum	7081
Maximum	586421
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.9 KiB

Quantile statistics

Minimum	7081
5-th percentile	12875.15
Q1	71436.25
median	129136
Q3	169998.25
95-th percentile	506322.25
Maximum	586421
Range	579340
Interquartile range (IQR)	98562

Descriptive statistics

Standard deviation	128818.83
Coefficient of variation (CV)	0.85390546
Kurtosis	3.3373367
Mean	150858.42
Median Absolute Deviation (MAD)	48309.5
Skewness	1.935836
Sum	30775117
Variance	1.659429 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100520	1	0.5%
115694	1	0.5%
141578	1	0.5%
130345	1	0.5%
34278	1	0.5%
126406	1	0.5%
94688	1	0.5%
98324	1	0.5%
512882	1	0.5%
179070	1	0.5%
Other values (194)	194	95.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7081	1	0.5%
7202	1	0.5%
7943	1	0.5%
9079	1	0.5%
9845	1	0.5%
10623	1	0.5%
11404	1	0.5%
12046	1	0.5%
12346	1	0.5%
12630	1	0.5%

Value	Count	Frequency (%)
586421	1	0.5%
584834	1	0.5%
578668	1	0.5%
569726	1	0.5%
559878	1	0.5%
547386	1	0.5%
533259	1	0.5%
522437	1	0.5%
512882	1	0.5%
508330	1	0.5%

등록장애인남성수(명)
Real number (ℝ)

HIGH CORRELATION

Distinct	202
Distinct (%)	99.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	87581.176

Minimum	4141
Maximum	349212
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.9 KiB

Quantile statistics

Minimum	4141
5-th percentile	7719.25
Q1	41806
median	71976
Q3	100112.25
95-th percentile	301976.2
Maximum	349212
Range	345071
Interquartile range (IQR)	58306.25

Descriptive statistics

Standard deviation	76330.822
Coefficient of variation (CV)	0.8715437
Kurtosis	3.584976
Mean	87581.176
Median Absolute Deviation (MAD)	29713.5
Skewness	1.9989656
Sum	17866560
Variance	5.8263944 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
56117	2	1.0%
75683	2	1.0%
68376	1	0.5%
75500	1	0.5%
71020	1	0.5%
18822	1	0.5%
72848	1	0.5%
54283	1	0.5%
57441	1	0.5%
306117	1	0.5%
Other values (192)	192	94.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4141	1	0.5%
4200	1	0.5%
4660	1	0.5%
5325	1	0.5%
5787	1	0.5%
6248	1	0.5%
6749	1	0.5%
7176	1	0.5%
7364	1	0.5%
7531	1	0.5%

Value	Count	Frequency (%)
349212	1	0.5%
347994	1	0.5%
344091	1	0.5%
338704	1	0.5%
332872	1	0.5%
325883	1	0.5%
317854	1	0.5%
311539	1	0.5%
306117	1	0.5%
303157	1	0.5%

등록장애인여성수(명)
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	204
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	63277.24

Minimum	1483
Maximum	237209
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.9 KiB

Quantile statistics

Minimum	1483
5-th percentile	5093.9
Q1	30151.75
median	53125
Q3	72329.75
95-th percentile	204346.05
Maximum	237209
Range	235726
Interquartile range (IQR)	42178

Descriptive statistics

Standard deviation	52684.898
Coefficient of variation (CV)	0.83260423
Kurtosis	2.9296221
Mean	63277.24
Median Absolute Deviation (MAD)	21959
Skewness	1.8218464
Sum	12908557
Variance	2.7756985 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
42348	1	0.5%
47318	1	0.5%
66078	1	0.5%
59325	1	0.5%
15456	1	0.5%
53558	1	0.5%
40405	1	0.5%
40883	1	0.5%
206765	1	0.5%
75052	1	0.5%
Other values (194)	194	95.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1483	1	0.5%
2940	1	0.5%
3002	1	0.5%
3283	1	0.5%
3754	1	0.5%
4058	1	0.5%
4375	1	0.5%
4655	1	0.5%
4870	1	0.5%
4982	1	0.5%

Value	Count	Frequency (%)
237209	1	0.5%
236840	1	0.5%
234577	1	0.5%
231022	1	0.5%
227006	1	0.5%
221503	1	0.5%
215405	1	0.5%
210898	1	0.5%
206765	1	0.5%
205173	1	0.5%

등록장애인비율(%)
Real number (ℝ)

HIGH CORRELATION

Distinct	43
Distinct (%)	21.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.4014706

Minimum	3.3
Maximum	7.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.9 KiB

Quantile statistics

Minimum	3.3
5-th percentile	4
Q1	4.6
median	5.3
Q3	6.2
95-th percentile	7.5
Maximum	7.6
Range	4.3
Interquartile range (IQR)	1.6

Descriptive statistics

Standard deviation	1.0918632
Coefficient of variation (CV)	0.20214185
Kurtosis	-0.77765925
Mean	5.4014706
Median Absolute Deviation (MAD)	0.8
Skewness	0.36450618
Sum	1101.9
Variance	1.1921653
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
4.7	16	7.8%
4.8	13	6.4%
5.4	12	5.9%
4.6	9	4.4%
4.2	9	4.4%
4.1	9	4.4%
6.1	8	3.9%
4.3	7	3.4%
5.0	7	3.4%
5.3	7	3.4%
Other values (33)	107	52.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3.3	1	0.5%
3.4	2	1.0%
3.5	2	1.0%
3.6	1	0.5%
3.7	1	0.5%
3.8	1	0.5%
3.9	2	1.0%
4.0	6	2.9%
4.1	9	4.4%
4.2	9	4.4%

Value	Count	Frequency (%)
7.6	6	2.9%
7.5	6	2.9%
7.4	3	1.5%
7.3	1	0.5%
7.2	1	0.5%
7.1	2	1.0%
7.0	6	2.9%
6.9	3	1.5%
6.7	1	0.5%
6.6	4	2.0%

등록장애인남성비율(%)
Real number (ℝ)

HIGH CORRELATION

Distinct	46
Distinct (%)	22.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.0480392

Minimum	0.1
Maximum	8.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.9 KiB

Quantile statistics

Minimum	0.1
5-th percentile	4.2
Q1	5.2
median	5.9
Q3	7
95-th percentile	8
Maximum	8.2
Range	8.1
Interquartile range (IQR)	1.8

Descriptive statistics

Standard deviation	1.2258489
Coefficient of variation (CV)	0.20268534
Kurtosis	1.6793851
Mean	6.0480392
Median Absolute Deviation (MAD)	0.9
Skewness	-0.51221928
Sum	1233.8
Variance	1.5027055
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
5.5	12	5.9%
5.0	11	5.4%
6.9	10	4.9%
5.6	9	4.4%
5.8	9	4.4%
5.9	9	4.4%
6.0	8	3.9%
7.1	7	3.4%
4.9	7	3.4%
6.8	6	2.9%
Other values (36)	116	56.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	1	0.5%
2.8	1	0.5%
3.4	1	0.5%
3.5	2	1.0%
4.0	2	1.0%
4.1	2	1.0%
4.2	3	1.5%
4.3	1	0.5%
4.4	2	1.0%
4.5	1	0.5%

Value	Count	Frequency (%)
8.2	3	1.5%
8.1	5	2.5%
8.0	5	2.5%
7.9	2	1.0%
7.8	4	2.0%
7.7	4	2.0%
7.6	6	2.9%
7.5	4	2.0%
7.4	5	2.5%
7.2	2	1.0%

등록장애인여성비율(%)
Real number (ℝ)

HIGH CORRELATION

Distinct	45
Distinct (%)	22.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.6083333

Minimum	0.1
Maximum	7.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.9 KiB

Quantile statistics

Minimum	0.1
5-th percentile	3.3
Q1	3.8
median	4.3
Q3	5.4
95-th percentile	6.985
Maximum	7.2
Range	7.1
Interquartile range (IQR)	1.6

Descriptive statistics

Standard deviation	1.1665195
Coefficient of variation (CV)	0.25313261
Kurtosis	0.34599331
Mean	4.6083333
Median Absolute Deviation (MAD)	0.9
Skewness	0.28490135
Sum	940.1
Variance	1.3607677
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=45)

Value	Count	Frequency (%)
4.1	19	9.3%
3.4	14	6.9%
3.3	11	5.4%
4.9	11	5.4%
5.2	11	5.4%
5.4	11	5.4%
3.9	10	4.9%
3.8	9	4.4%
5.6	7	3.4%
4.2	7	3.4%
Other values (35)	94	46.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	1	0.5%
2.6	1	0.5%
2.7	2	1.0%
2.8	2	1.0%
3.0	1	0.5%
3.1	1	0.5%
3.2	1	0.5%
3.3	11	5.4%
3.4	14	6.9%
3.5	5	2.5%

Value	Count	Frequency (%)
7.2	2	1.0%
7.1	5	2.5%
7.0	4	2.0%
6.9	1	0.5%
6.8	1	0.5%
6.7	3	1.5%
6.6	1	0.5%
6.5	1	0.5%
6.4	5	2.5%
6.3	1	0.5%

Phik (φk)
Auto

Heatmap
Table

	기준년도	시도명	주민등록인구수(명)	주민등록남성인구수(명)	주민등록여성인구수(명)	등록장애인수(명)	등록장애인남성수(명)	등록장애인여성수(명)	등록장애인비율(%)	등록장애인남성비율(%)	등록장애인여성비율(%)
기준년도	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.142	0.000
시도명	0.000	1.000	0.934	0.937	0.965	0.952	0.944	0.953	0.932	0.852	0.936
주민등록인구수(명)	0.000	0.934	1.000	0.997	0.981	0.967	0.969	0.886	0.727	0.600	0.649
주민등록남성인구수(명)	0.000	0.937	0.997	1.000	0.976	0.965	0.972	0.903	0.718	0.608	0.657
주민등록여성인구수(명)	0.000	0.965	0.981	0.976	1.000	0.910	0.910	0.920	0.744	0.605	0.683
등록장애인수(명)	0.000	0.952	0.967	0.965	0.910	1.000	0.995	0.973	0.771	0.535	0.688
등록장애인남성수(명)	0.000	0.944	0.969	0.972	0.910	0.995	1.000	0.946	0.757	0.531	0.639
등록장애인여성수(명)	0.000	0.953	0.886	0.903	0.920	0.973	0.946	1.000	0.744	0.540	0.686
등록장애인비율(%)	0.000	0.932	0.727	0.718	0.744	0.771	0.757	0.744	1.000	0.857	0.945
등록장애인남성비율(%)	0.142	0.852	0.600	0.608	0.605	0.535	0.531	0.540	0.857	1.000	0.954
등록장애인여성비율(%)	0.000	0.936	0.649	0.657	0.683	0.688	0.639	0.686	0.945	0.954	1.000

Heatmap
Table

	기준년도	주민등록인구수(명)	주민등록남성인구수(명)	주민등록여성인구수(명)	등록장애인수(명)	등록장애인남성수(명)	등록장애인여성수(명)	등록장애인비율(%)	등록장애인남성비율(%)	등록장애인여성비율(%)	시도명
기준년도	1.000	-0.027	-0.025	-0.026	0.058	0.050	0.055	0.074	0.000	0.073	0.000
주민등록인구수(명)	-0.027	1.000	1.000	1.000	0.956	0.975	0.927	-0.091	-0.029	-0.145	0.760
주민등록남성인구수(명)	-0.025	1.000	1.000	0.999	0.958	0.976	0.927	-0.089	-0.027	-0.144	0.769
주민등록여성인구수(명)	-0.026	1.000	0.999	1.000	0.955	0.974	0.926	-0.094	-0.030	-0.147	0.846
등록장애인수(명)	0.058	0.956	0.958	0.955	1.000	0.991	0.989	0.065	0.105	0.017	0.811
등록장애인남성수(명)	0.050	0.975	0.976	0.974	0.991	1.000	0.967	0.008	0.055	-0.043	0.788
등록장애인여성수(명)	0.055	0.927	0.927	0.926	0.989	0.967	1.000	0.115	0.148	0.076	0.785
등록장애인비율(%)	0.074	-0.091	-0.089	-0.094	0.065	0.008	0.115	1.000	0.928	0.989	0.713
등록장애인남성비율(%)	0.000	-0.029	-0.027	-0.030	0.105	0.055	0.148	0.928	1.000	0.910	0.561
등록장애인여성비율(%)	0.073	-0.145	-0.144	-0.147	0.017	-0.043	0.076	0.989	0.910	1.000	0.739
시도명	0.000	0.760	0.769	0.846	0.811	0.788	0.785	0.713	0.561	0.739	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

	기준년도	시도명	주민등록인구수(명)	주민등록남성인구수(명)	주민등록여성인구수(명)	등록장애인수(명)	등록장애인남성수(명)	등록장애인여성수(명)	등록장애인비율(%)	등록장애인남성비율(%)	등록장애인여성비율(%)
0	2023	강원	1527807	768449	759358	100520	58172	42348	6.6	7.6	5.6
1	2023	경기	13630821	6855895	6774926	586421	349212	237209	4.3	5.1	3.5
2	2023	경남	3251158	1636987	1614171	188825	109456	79369	5.8	6.7	4.9
3	2023	경북	2554324	1290298	1264026	178341	100045	78296	7.0	7.8	6.2
4	2023	광주	1419237	700896	718341	69314	39427	29887	4.9	5.6	4.2
5	2023	대구	2374960	1166803	1208157	130520	75407	55113	5.5	6.5	4.6
6	2023	대전	1442216	719292	722924	71440	41823	29617	5.0	5.8	4.1
7	2023	부산	3293362	1605431	1687931	175467	103165	72302	5.3	6.4	4.3
8	2023	서울	9386034	4540031	4846003	389795	225845	163950	4.2	5.0	3.4
9	2023	세종	386525	192524	194001	12944	7851	5093	3.3	4.1	2.6

	기준년도	시도명	주민등록인구수(명)	주민등록남성인구수(명)	주민등록여성인구수(명)	등록장애인수(명)	등록장애인남성수(명)	등록장애인여성수(명)	등록장애인비율(%)	등록장애인남성비율(%)	등록장애인여성비율(%)
194	2012	부산	3538484	1754479	1784005	170743	101764	68979	4.8	5.8	3.9
195	2012	서울	10195318	5041336	5153982	407528	237538	169990	4.0	4.7	3.3
196	2012	세종	113117	57633	55484	7081	4141	2940	6.3	7.2	5.3
197	2012	울산	1147256	590424	556832	48982	29829	19153	4.3	5.1	3.4
198	2012	인천	2843981	1431593	1412388	133467	81204	52263	4.7	5.7	3.7
199	2012	전남	1909618	954354	955264	145788	78066	67722	7.6	8.2	7.1
200	2012	전북	1873341	933386	939955	133054	72490	60564	7.1	7.8	6.4
201	2012	제주	583713	292213	291500	32405	17616	14789	5.6	6.0	5.1
202	2012	충남	2028777	1026812	1001965	124872	72284	52588	6.2	7.0	5.2
203	2012	충북	1565628	789286	776342	94137	54138	39999	6.0	6.9	5.2

Overview

Variables

Common Values

Length

Interactions

Correlations

Missing values

Sample