gimi9 Pandas Profiling

Dataset statistics

Number of variables	17
Number of observations	22
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	3.4 KiB
Average record size in memory	158.0 B

Variable types

Text	1
Categorical	4
Numeric	12

Dataset

Description	전라남도 행정구역(읍면동)현황입니다. 읍/면/동/통/리/반 수, 출장소 수, 면적, 세대 수, 남성/여성 인구 수 등 전라남도 내 시군별 현황을 참고할 수 있습니다.
Author	전라남도
URL	https://www.data.go.kr/data/3036133/fileData.do

Alerts

`출장소(도)` has constant value ""	Constant
`출장소(읍면)` is highly overall correlated with `출장소(시군)`	High correlation
`출장소(시군)` is highly overall correlated with `동` and 4 other fields	High correlation
`면` is highly overall correlated with `법정리` and 2 other fields	High correlation
`동` is highly overall correlated with `법정동` and 6 other fields	High correlation
`법정동` is highly overall correlated with `동` and 6 other fields	High correlation
`출장소(통)` is highly overall correlated with `동` and 6 other fields	High correlation
`법정리` is highly overall correlated with `면` and 3 other fields	High correlation
`행정리` is highly overall correlated with `면` and 2 other fields	High correlation
`반(도시)` is highly overall correlated with `동` and 6 other fields	High correlation
`면적` is highly overall correlated with `면` and 3 other fields	High correlation
`세대수` is highly overall correlated with `동` and 6 other fields	High correlation
`인구(남)` is highly overall correlated with `동` and 5 other fields	High correlation
`인구(여)` is highly overall correlated with `동` and 5 other fields	High correlation
`읍` is highly overall correlated with `법정리` and 2 other fields	High correlation
`출장소(시군)` is highly imbalanced (73.3%)	Imbalance
`구분` has unique values	Unique
`면적` has unique values	Unique
`세대수` has unique values	Unique
`인구(남)` has unique values	Unique
`인구(여)` has unique values	Unique
`면` has 1 (4.5%) zeros	Zeros
`동` has 17 (77.3%) zeros	Zeros
`법정동` has 17 (77.3%) zeros	Zeros
`출장소(통)` has 17 (77.3%) zeros	Zeros
`법정리` has 1 (4.5%) zeros	Zeros
`행정리` has 1 (4.5%) zeros	Zeros
`반(도시)` has 17 (77.3%) zeros	Zeros
`반(농촌)` has 1 (4.5%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 11:59:18.813644
Analysis finished	2023-12-12 11:59:36.432965
Duration	17.62 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

구분
Text

UNIQUE

Distinct	22
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	308.0 B

Length

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

Characters and Unicode

Total characters	66
Distinct characters	35
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	22 ?
Unique (%)	100.0%

Sample

1st row	목포시
2nd row	여수시
3rd row	순천시
4th row	나주시
5th row	광양시

Value	Count	Frequency (%)
목포시	1	4.5%
여수시	1	4.5%
진도군	1	4.5%
완도군	1	4.5%
장성군	1	4.5%
영광군	1	4.5%
함평군	1	4.5%
무안군	1	4.5%
영암군	1	4.5%
해남군	1	4.5%
Other values (12)	12	54.5%

Most occurring characters

Value	Count	Frequency (%)
군	17	25.8%
시	5	7.6%
성	3	4.5%
양	2	3.0%
도	2	3.0%
진	2	3.0%
순	2	3.0%
흥	2	3.0%
안	2	3.0%
광	2	3.0%
Other values (25)	27	40.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	66	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
군	17	25.8%
시	5	7.6%
성	3	4.5%
양	2	3.0%
도	2	3.0%
진	2	3.0%
순	2	3.0%
흥	2	3.0%
안	2	3.0%
광	2	3.0%
Other values (25)	27	40.9%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	66	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
군	17	25.8%
시	5	7.6%
성	3	4.5%
양	2	3.0%
도	2	3.0%
진	2	3.0%
순	2	3.0%
흥	2	3.0%
안	2	3.0%
광	2	3.0%
Other values (25)	27	40.9%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	66	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
군	17	25.8%
시	5	7.6%
성	3	4.5%
양	2	3.0%
도	2	3.0%
진	2	3.0%
순	2	3.0%
흥	2	3.0%
안	2	3.0%
광	2	3.0%
Other values (25)	27	40.9%

읍
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	18.2%
Missing	0
Missing (%)	0.0%
Memory size	308.0 B

1	13
2	4
3	4
0	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	1 ?
Unique (%)	4.5%

Sample

1st row	0
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	13	59.1%
2	4	18.2%
3	4	18.2%
0	1	4.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	13	59.1%
2	4	18.2%
3	4	18.2%
0	1	4.5%

면
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	10
Distinct (%)	45.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.9090909

Minimum	0
Maximum	14
Zeros	1
Zeros (%)	4.5%
Negative	0
Negative (%)	0.0%
Memory size	330.0 B

Quantile statistics

Minimum	0
5-th percentile	6
Q1	7
median	9.5
Q3	10.75
95-th percentile	12.95
Maximum	14
Range	14
Interquartile range (IQR)	3.75

Descriptive statistics

Standard deviation	3.1153856
Coefficient of variation (CV)	0.34968614
Kurtosis	1.8133538
Mean	8.9090909
Median Absolute Deviation (MAD)	2.5
Skewness	-0.89458457
Sum	196
Variance	9.7056277
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
10	5	22.7%
6	4	18.2%
12	3	13.6%
7	2	9.1%
9	2	9.1%
8	2	9.1%
0	1	4.5%
11	1	4.5%
14	1	4.5%
13	1	4.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	4.5%
6	4	18.2%
7	2	9.1%
8	2	9.1%
9	2	9.1%
10	5	22.7%
11	1	4.5%
12	3	13.6%
13	1	4.5%
14	1	4.5%

Value	Count	Frequency (%)
14	1	4.5%
13	1	4.5%
12	3	13.6%
11	1	4.5%
10	5	22.7%
9	2	9.1%
8	2	9.1%
7	2	9.1%
6	4	18.2%
0	1	4.5%

동
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	6
Distinct (%)	27.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.0909091

Minimum	0
Maximum	23
Zeros	17
Zeros (%)	77.3%
Negative	0
Negative (%)	0.0%
Memory size	330.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	19.65
Maximum	23
Range	23
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	6.7676337
Coefficient of variation (CV)	2.1895285
Kurtosis	4.0843042
Mean	3.0909091
Median Absolute Deviation (MAD)	0
Skewness	2.2414371
Sum	68
Variance	45.800866
Monotonicity	Decreasing

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	17	77.3%
23	1	4.5%
20	1	4.5%
13	1	4.5%
7	1	4.5%
5	1	4.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	17	77.3%
5	1	4.5%
7	1	4.5%
13	1	4.5%
20	1	4.5%
23	1	4.5%

Value	Count	Frequency (%)
23	1	4.5%
20	1	4.5%
13	1	4.5%
7	1	4.5%
5	1	4.5%
0	17	77.3%

법정동
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	6
Distinct (%)	27.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.7272727

Minimum	0
Maximum	64
Zeros	17
Zeros (%)	77.3%
Negative	0
Negative (%)	0.0%
Memory size	330.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	50.15
Maximum	64
Range	64
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	18.729101
Coefficient of variation (CV)	2.1460428
Kurtosis	3.4136955
Mean	8.7272727
Median Absolute Deviation (MAD)	0
Skewness	2.101268
Sum	192
Variance	350.77922
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	17	77.3%
64	1	4.5%
51	1	4.5%
33	1	4.5%
34	1	4.5%
10	1	4.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	17	77.3%
10	1	4.5%
33	1	4.5%
34	1	4.5%
51	1	4.5%
64	1	4.5%

Value	Count	Frequency (%)
64	1	4.5%
51	1	4.5%
34	1	4.5%
33	1	4.5%
10	1	4.5%
0	17	77.3%

출장소(도)
Categorical

CONSTANT

Distinct	1
Distinct (%)	4.5%
Missing	0
Missing (%)	0.0%
Memory size	308.0 B

0	22

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	22	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	22	100.0%

출장소(시군)
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	9.1%
Missing	0
Missing (%)	0.0%
Memory size	308.0 B

0	21
1	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	1 ?
Unique (%)	4.5%

Sample

1st row	0
2nd row	1
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	21	95.5%
1	1	4.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	21	95.5%
1	1	4.5%

출장소(읍면)
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	22.7%
Missing	0
Missing (%)	0.0%
Memory size	308.0 B

0	11
1	5
2	4
3	1
13	1

Length

Max length	2
Median length	1
Mean length	1.0454545
Min length	1

Unique

Unique	2 ?
Unique (%)	9.1%

Sample

1st row	0
2nd row	3
3rd row	2
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	11	50.0%
1	5	22.7%
2	4	18.2%
3	1	4.5%
13	1	4.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	11	50.0%
1	5	22.7%
2	4	18.2%
3	1	4.5%
13	1	4.5%

출장소(통)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	6
Distinct (%)	27.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	82.681818

Minimum	0
Maximum	623
Zeros	17
Zeros (%)	77.3%
Negative	0
Negative (%)	0.0%
Memory size	330.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	487.25
Maximum	623
Range	623
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	180.71666
Coefficient of variation (CV)	2.1856881
Kurtosis	3.8871005
Mean	82.681818
Median Absolute Deviation (MAD)	0
Skewness	2.20772
Sum	1819
Variance	32658.513
Monotonicity	Decreasing

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	17	77.3%
623	1	4.5%
492	1	4.5%
397	1	4.5%
179	1	4.5%
128	1	4.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	17	77.3%
128	1	4.5%
179	1	4.5%
397	1	4.5%
492	1	4.5%
623	1	4.5%

Value	Count	Frequency (%)
623	1	4.5%
492	1	4.5%
397	1	4.5%
179	1	4.5%
128	1	4.5%
0	17	77.3%

법정리
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	21
Distinct (%)	95.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	116.04545

Minimum	0
Maximum	188
Zeros	1
Zeros (%)	4.5%
Negative	0
Negative (%)	0.0%
Memory size	330.0 B

Quantile statistics

Minimum	0
5-th percentile	59.2
Q1	99.5
median	124
Q3	139
95-th percentile	177.25
Maximum	188
Range	188
Interquartile range (IQR)	39.5

Descriptive statistics

Standard deviation	42.575957
Coefficient of variation (CV)	0.36689035
Kurtosis	1.4393824
Mean	116.04545
Median Absolute Deviation (MAD)	20
Skewness	-0.82417278
Sum	2553
Variance	1812.7121
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
104	2	9.1%
0	1	4.5%
63	1	4.5%
143	1	4.5%
98	1	4.5%
89	1	4.5%
123	1	4.5%
127	1	4.5%
121	1	4.5%
178	1	4.5%
Other values (11)	11	50.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	4.5%
59	1	4.5%
63	1	4.5%
69	1	4.5%
89	1	4.5%
98	1	4.5%
104	2	9.1%
112	1	4.5%
121	1	4.5%
123	1	4.5%

Value	Count	Frequency (%)
188	1	4.5%
178	1	4.5%
163	1	4.5%
154	1	4.5%
143	1	4.5%
140	1	4.5%
136	1	4.5%
131	1	4.5%
127	1	4.5%
126	1	4.5%

행정리
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	19
Distinct (%)	86.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	312.81818

Minimum	0
Maximum	515
Zeros	1
Zeros (%)	4.5%
Negative	0
Negative (%)	0.0%
Memory size	330.0 B

Quantile statistics

Minimum	0
5-th percentile	157.5
Q1	252.75
median	292.5
Q3	390
95-th percentile	512.85
Maximum	515
Range	515
Interquartile range (IQR)	137.25

Descriptive statistics

Standard deviation	121.45218
Coefficient of variation (CV)	0.38825167
Kurtosis	0.92070614
Mean	312.81818
Median Absolute Deviation (MAD)	54.5
Skewness	-0.34578118
Sum	6882
Variance	14750.632
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
292	2	9.1%
273	2	9.1%
515	2	9.1%
0	1	4.5%
281	1	4.5%
343	1	4.5%
242	1	4.5%
246	1	4.5%
427	1	4.5%
403	1	4.5%
Other values (9)	9	40.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	4.5%
155	1	4.5%
205	1	4.5%
215	1	4.5%
242	1	4.5%
246	1	4.5%
273	2	9.1%
281	1	4.5%
292	2	9.1%
293	1	4.5%

Value	Count	Frequency (%)
515	2	9.1%
472	1	4.5%
455	1	4.5%
427	1	4.5%
403	1	4.5%
351	1	4.5%
343	1	4.5%
318	1	4.5%
316	1	4.5%
293	1	4.5%

반(도시)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	6
Distinct (%)	27.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	433.90909

Minimum	0
Maximum	3576
Zeros	17
Zeros (%)	77.3%
Negative	0
Negative (%)	0.0%
Memory size	330.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2643.65
Maximum	3576
Range	3576
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	975.78086
Coefficient of variation (CV)	2.248814
Kurtosis	5.3716178
Mean	433.90909
Median Absolute Deviation (MAD)	0
Skewness	2.4348323
Sum	9546
Variance	952148.28
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	17	77.3%
2695	1	4.5%
3576	1	4.5%
1668	1	4.5%
884	1	4.5%
723	1	4.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	17	77.3%
723	1	4.5%
884	1	4.5%
1668	1	4.5%
2695	1	4.5%
3576	1	4.5%

Value	Count	Frequency (%)
3576	1	4.5%
2695	1	4.5%
1668	1	4.5%
884	1	4.5%
723	1	4.5%
0	17	77.3%

반(농촌)
Real number (ℝ)

ZEROS

Distinct	21
Distinct (%)	95.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	710.09091

Minimum	0
Maximum	1392
Zeros	1
Zeros (%)	4.5%
Negative	0
Negative (%)	0.0%
Memory size	330.0 B

Quantile statistics

Minimum	0
5-th percentile	372.6
Q1	539
median	714
Q3	830.25
95-th percentile	1327.3
Maximum	1392
Range	1392
Interquartile range (IQR)	291.25

Descriptive statistics

Standard deviation	299.0601
Coefficient of variation (CV)	0.42115748
Kurtosis	1.7837818
Mean	710.09091
Median Absolute Deviation (MAD)	150
Skewness	0.3299293
Sum	15622
Variance	89436.944
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
714	2	9.1%
0	1	4.5%
875	1	4.5%
844	1	4.5%
1345	1	4.5%
575	1	4.5%
897	1	4.5%
517	1	4.5%
789	1	4.5%
368	1	4.5%
Other values (11)	11	50.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	4.5%
368	1	4.5%
460	1	4.5%
497	1	4.5%
517	1	4.5%
527	1	4.5%
575	1	4.5%
612	1	4.5%
623	1	4.5%
650	1	4.5%

Value	Count	Frequency (%)
1392	1	4.5%
1345	1	4.5%
991	1	4.5%
897	1	4.5%
875	1	4.5%
844	1	4.5%
789	1	4.5%
783	1	4.5%
728	1	4.5%
721	1	4.5%

면적
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	22
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	561.76955

Minimum	51.66
Maximum	1043.76
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	330.0 B

Quantile statistics

Minimum	51.66
5-th percentile	392.2665
Q1	451.58
median	515.305
Q3	647.3075
95-th percentile	905.7685
Maximum	1043.76
Range	992.1
Interquartile range (IQR)	195.7275

Descriptive statistics

Standard deviation	205.55287
Coefficient of variation (CV)	0.36590248
Kurtosis	1.6832842
Mean	561.76955
Median Absolute Deviation (MAD)	95.16
Skewness	0.19854926
Sum	12358.93
Variance	42251.982
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
51.66	1	4.5%
500.9	1	4.5%
655.62	1	4.5%
440.11	1	4.5%
396.76	1	4.5%
518.35	1	4.5%
474.71	1	4.5%
392.03	1	4.5%
450.41	1	4.5%
612.48	1	4.5%
Other values (12)	12	54.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
51.66	1	4.5%
392.03	1	4.5%
396.76	1	4.5%
440.11	1	4.5%
442.94	1	4.5%
450.41	1	4.5%
455.09	1	4.5%
464.13	1	4.5%
474.71	1	4.5%
500.9	1	4.5%

Value	Count	Frequency (%)
1043.76	1	4.5%
910.95	1	4.5%
807.32	1	4.5%
787.03	1	4.5%
664.09	1	4.5%
655.62	1	4.5%
622.37	1	4.5%
612.48	1	4.5%
608.45	1	4.5%
547.51	1	4.5%

세대수
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	22
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	41259.545

Minimum	13429
Maximum	128720
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	330.0 B

Quantile statistics

Minimum	13429
5-th percentile	15565.3
Q1	20295
median	26665
Q3	41200.5
95-th percentile	123788.55
Maximum	128720
Range	115291
Interquartile range (IQR)	20905.5

Descriptive statistics

Standard deviation	34725.411
Coefficient of variation (CV)	0.84163339
Kurtosis	2.0245961
Mean	41259.545
Median Absolute Deviation (MAD)	8532
Skewness	1.7580202
Sum	907710
Variance	1.2058542 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
104039	1	4.5%
18550	1	4.5%
21816	1	4.5%
16578	1	4.5%
25781	1	4.5%
23358	1	4.5%
27549	1	4.5%
18010	1	4.5%
43119	1	4.5%
28353	1	4.5%
Other values (12)	12	54.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
13429	1	4.5%
15512	1	4.5%
16578	1	4.5%
18010	1	4.5%
18550	1	4.5%
19788	1	4.5%
21816	1	4.5%
22282	1	4.5%
23358	1	4.5%
24787	1	4.5%

Value	Count	Frequency (%)
128720	1	4.5%
124828	1	4.5%
104039	1	4.5%
68734	1	4.5%
59865	1	4.5%
43119	1	4.5%
35445	1	4.5%
35074	1	4.5%
32093	1	4.5%
28353	1	4.5%

인구(남)
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	22
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	41603.273

Minimum	12052
Maximum	139821
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	330.0 B

Quantile statistics

Minimum	12052
5-th percentile	13450.9
Q1	17757.25
median	25049
Q3	42398.25
95-th percentile	137454.6
Maximum	139821
Range	127769
Interquartile range (IQR)	24641

Descriptive statistics

Standard deviation	39247.506
Coefficient of variation (CV)	0.94337544
Kurtosis	2.0929056
Mean	41603.273
Median Absolute Deviation (MAD)	8322
Skewness	1.7805603
Sum	915272
Variance	1.5403667 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
107826	1	4.5%
16128	1	4.5%
20346	1	4.5%
14684	1	4.5%
24017	1	4.5%
22162	1	4.5%
26081	1	4.5%
15539	1	4.5%
45607	1	4.5%
27359	1	4.5%
Other values (12)	12	54.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12052	1	4.5%
13386	1	4.5%
14684	1	4.5%
15539	1	4.5%
16128	1	4.5%
17402	1	4.5%
18823	1	4.5%
20346	1	4.5%
22162	1	4.5%
23168	1	4.5%

Value	Count	Frequency (%)
139821	1	4.5%
139014	1	4.5%
107826	1	4.5%
79523	1	4.5%
58749	1	4.5%
45607	1	4.5%
32772	1	4.5%
30643	1	4.5%
30170	1	4.5%
27359	1	4.5%

인구(여)
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	22
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	41019.318

Minimum	12603
Maximum	139723
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	330.0 B

Quantile statistics

Minimum	12603
5-th percentile	13731.45
Q1	17696
median	24308
Q3	42015.5
95-th percentile	133652.45
Maximum	139723
Range	127120
Interquartile range (IQR)	24319.5

Descriptive statistics

Standard deviation	38587.078
Coefficient of variation (CV)	0.94070502
Kurtosis	2.2116225
Mean	41019.318
Median Absolute Deviation (MAD)	8076.5
Skewness	1.8108747
Sum	902425
Variance	1.4889626 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
109113	1	4.5%
17049	1	4.5%
17512	1	4.5%
14823	1	4.5%
23580	1	4.5%
20984	1	4.5%
26116	1	4.5%
15245	1	4.5%
45001	1	4.5%
25036	1	4.5%
Other values (12)	12	54.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12603	1	4.5%
13674	1	4.5%
14823	1	4.5%
15245	1	4.5%
17049	1	4.5%
17512	1	4.5%
18248	1	4.5%
19648	1	4.5%
20984	1	4.5%
22624	1	4.5%

Value	Count	Frequency (%)
139723	1	4.5%
134944	1	4.5%
109113	1	4.5%
72645	1	4.5%
57707	1	4.5%
45001	1	4.5%
33059	1	4.5%
31710	1	4.5%
31381	1	4.5%
26116	1	4.5%

Heatmap
Table

	구분	읍	면	동	법정동	출장소(시군)	출장소(읍면)	출장소(통)	법정리	행정리	반(도시)	반(농촌)	면적	세대수	인구(남)	인구(여)
구분	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000
읍	1.000	1.000	0.701	0.617	0.567	0.000	0.218	0.567	0.899	0.887	0.567	0.829	0.906	0.731	0.643	0.625
면	1.000	0.701	1.000	0.549	0.578	0.000	0.000	0.559	0.654	0.806	0.559	0.700	0.690	0.656	0.784	0.814
동	1.000	0.617	0.549	1.000	1.000	1.000	0.512	1.000	0.756	0.735	1.000	0.376	0.716	0.956	0.926	0.926
법정동	1.000	0.567	0.578	1.000	1.000	1.000	0.749	0.993	0.830	0.723	0.993	0.596	0.612	0.817	0.907	0.907
출장소(시군)	1.000	0.000	0.000	1.000	1.000	1.000	1.000	1.000	0.000	0.000	1.000	0.000	0.000	0.750	0.480	0.480
출장소(읍면)	1.000	0.218	0.000	0.512	0.749	1.000	1.000	0.811	0.000	0.466	0.811	0.627	0.146	0.377	0.000	0.000
출장소(통)	1.000	0.567	0.559	1.000	0.993	1.000	0.811	1.000	0.748	0.699	1.000	0.476	0.752	0.887	0.878	0.878
법정리	1.000	0.899	0.654	0.756	0.830	0.000	0.000	0.748	1.000	0.837	0.748	0.877	0.821	0.771	0.770	0.771
행정리	1.000	0.887	0.806	0.735	0.723	0.000	0.466	0.699	0.837	1.000	0.699	0.797	0.826	0.790	0.835	0.823
반(도시)	1.000	0.567	0.559	1.000	0.993	1.000	0.811	1.000	0.748	0.699	1.000	0.476	0.752	0.887	0.878	0.878
반(농촌)	1.000	0.829	0.700	0.376	0.596	0.000	0.627	0.476	0.877	0.797	0.476	1.000	0.894	0.579	0.394	0.483
면적	1.000	0.906	0.690	0.716	0.612	0.000	0.146	0.752	0.821	0.826	0.752	0.894	1.000	0.605	0.603	0.642
세대수	1.000	0.731	0.656	0.956	0.817	0.750	0.377	0.887	0.771	0.790	0.887	0.579	0.605	1.000	0.976	0.964
인구(남)	1.000	0.643	0.784	0.926	0.907	0.480	0.000	0.878	0.770	0.835	0.878	0.394	0.603	0.976	1.000	1.000
인구(여)	1.000	0.625	0.814	0.926	0.907	0.480	0.000	0.878	0.771	0.823	0.878	0.483	0.642	0.964	1.000	1.000

Heatmap
Table

	출장소(읍면)	출장소(시군)	읍
출장소(읍면)	1.000	0.922	0.143
출장소(시군)	0.922	1.000	0.000
읍	0.143	0.000	1.000

Heatmap
Table

	면	동	법정동	출장소(통)	법정리	행정리	반(도시)	반(농촌)	면적	세대수	인구(남)	인구(여)	읍	출장소(시군)	출장소(읍면)
면	1.000	-0.314	-0.306	-0.314	0.819	0.750	-0.310	0.243	0.706	-0.039	-0.038	-0.045	0.499	0.000	0.000
동	-0.314	1.000	0.998	1.000	-0.239	-0.207	0.998	-0.070	-0.068	0.728	0.728	0.727	0.409	0.894	0.351
법정동	-0.306	0.998	1.000	0.998	-0.241	-0.209	0.996	-0.068	-0.079	0.724	0.724	0.720	0.472	0.922	0.359
출장소(통)	-0.314	1.000	0.998	1.000	-0.239	-0.207	0.998	-0.070	-0.068	0.728	0.728	0.727	0.472	0.922	0.426
법정리	0.819	-0.239	-0.241	-0.239	1.000	0.800	-0.236	0.276	0.785	0.041	0.061	0.069	0.516	0.000	0.000
행정리	0.750	-0.207	-0.209	-0.207	0.800	1.000	-0.202	0.375	0.732	0.279	0.275	0.283	0.498	0.000	0.249
반(도시)	-0.310	0.998	0.996	0.998	-0.236	-0.202	1.000	-0.044	-0.053	0.731	0.731	0.728	0.472	0.922	0.426
반(농촌)	0.243	-0.070	-0.068	-0.070	0.276	0.375	-0.044	1.000	0.272	0.303	0.283	0.277	0.424	0.000	0.389
면적	0.706	-0.068	-0.079	-0.068	0.785	0.732	-0.053	0.272	1.000	0.214	0.214	0.220	0.528	0.000	0.000
세대수	-0.039	0.728	0.724	0.728	0.041	0.279	0.731	0.303	0.214	1.000	0.995	0.995	0.533	0.500	0.259
인구(남)	-0.038	0.728	0.724	0.728	0.061	0.275	0.731	0.283	0.214	0.995	1.000	0.993	0.457	0.447	0.000
인구(여)	-0.045	0.727	0.720	0.727	0.069	0.283	0.728	0.277	0.220	0.995	0.993	1.000	0.435	0.447	0.000
읍	0.499	0.409	0.472	0.472	0.516	0.498	0.472	0.424	0.528	0.533	0.457	0.435	1.000	0.000	0.143
출장소(시군)	0.000	0.894	0.922	0.922	0.000	0.000	0.922	0.000	0.000	0.500	0.447	0.447	0.000	1.000	0.922
출장소(읍면)	0.000	0.351	0.359	0.426	0.000	0.249	0.426	0.389	0.000	0.259	0.000	0.000	0.143	0.922	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

	구분	읍	면	동	법정동	출장소(시군)	출장소(읍면)	출장소(통)	법정리	행정리	반(도시)	반(농촌)	면적	세대수	인구(남)	인구(여)
0	목포시	0	0	23	64	0	0	623	0	0	2695	0	51.66	104039	107826	109113
1	여수시	1	6	20	51	1	3	492	63	215	3576	875	512.26	128720	139821	134944
2	순천시	1	10	13	33	0	2	397	163	472	1668	728	910.95	124828	139014	139723
3	나주시	1	12	7	34	0	0	179	154	455	884	783	608.45	59865	58749	57707
4	광양시	1	6	5	10	0	0	128	59	205	723	527	464.13	68734	79523	72645
5	담양군	1	11	0	0	0	0	0	140	318	0	623	455.09	24787	23168	22624
6	곡성군	1	10	0	0	0	0	0	125	273	0	497	547.51	15512	13386	13674
7	구례군	1	7	0	0	0	0	0	69	155	0	460	442.94	13429	12052	12603
8	고흥군	2	14	0	0	0	2	0	131	515	0	1392	807.32	35445	30170	31710
9	보성군	2	10	0	0	0	1	0	126	316	0	721	664.09	22282	18823	19648

	구분	읍	면	출장소(읍면)	법정리	행정리	반(농촌)	면적	세대수	인구(남)	인구(여)
12	강진군	1	10	0	112	293	612	500.9	18550	16128	17049
13	해남군	1	13	0	178	515	368	1043.76	35074	32772	33059
14	영암군	2	9	1	121	403	714	612.48	28353	27359	25036
15	무안군	3	6	1	104	427	789	450.41	43119	45607	45001
16	함평군	1	8	0	104	273	517	392.03	18010	15539	15245
17	영광군	3	8	1	127	292	897	474.71	27549	26081	26116
18	장성군	1	10	0	123	292	575	518.35	23358	22162	20984
19	완도군	3	9	2	89	246	1345	396.76	25781	24017	23580
20	진도군	1	6	2	98	242	714	440.11	16578	14684	14823
21	신안군	2	12	13	143	343	844	655.62	21816	20346	17512

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Most occurring scripts

Most frequent character per script

Hangul

Most occurring blocks

Most frequent character per block

Hangul

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample