Overview

Dataset statistics

Number of variables6
Number of observations10000
Missing cells5539
Missing cells (%)9.2%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory556.6 KiB
Average record size in memory57.0 B

Variable types

Categorical5
Numeric1

Dataset

Description15세이상 혼인상태별 인구 통계(행정구역별/성별/혼인상태별(미혼,기혼)/연령별/가구구성 등)에 대한 정보를 제공하는 데이터로 구성되어 있습니다.
Author인천광역시
URLhttps://www.data.go.kr/data/15055007/fileData.do

Alerts

단위(명)_2020년기준 has 5539 (55.4%) missing valuesMissing

Reproduction

Analysis started2023-12-12 02:19:50.018851
Analysis finished2023-12-12 02:19:50.909332
Duration0.89 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

행정구역별
Categorical

Distinct14
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
인천광역시
758 
동부
755 
서구
741 
강화군
730 
중구
729 
Other values (9)
6287 

Length

Max length5
Median length4
Mean length2.7983
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row강화군
2nd row계양구
3rd row옹진군
4th row서구
5th row중구

Common Values

ValueCountFrequency (%)
인천광역시 758
 
7.6%
동부 755
 
7.5%
서구 741
 
7.4%
강화군 730
 
7.3%
중구 729
 
7.3%
미추홀구 726
 
7.3%
부평구 720
 
7.2%
동구 720
 
7.2%
연수구 719
 
7.2%
남동구 715
 
7.1%
Other values (4) 2687
26.9%

Length

2023-12-12T11:19:50.993935image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
인천광역시 758
 
7.6%
동부 755
 
7.5%
서구 741
 
7.4%
강화군 730
 
7.3%
중구 729
 
7.3%
미추홀구 726
 
7.3%
부평구 720
 
7.2%
동구 720
 
7.2%
연수구 719
 
7.2%
남동구 715
 
7.1%
Other values (4) 2687
26.9%

성별
Categorical

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
여자
5075 
남자
4925 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row여자
2nd row여자
3rd row남자
4th row여자
5th row남자

Common Values

ValueCountFrequency (%)
여자 5075
50.7%
남자 4925
49.2%

Length

2023-12-12T11:19:51.157838image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:19:51.307289image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
여자 5075
50.7%
남자 4925
49.2%

혼인상태별
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
배우자 있음
2692 
미혼
2692 
이혼
2466 
사별
2150 

Length

Max length6
Median length2
Mean length3.0768
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row배우자 있음
2nd row사별
3rd row배우자 있음
4th row배우자 있음
5th row미혼

Common Values

ValueCountFrequency (%)
배우자 있음 2692
26.9%
미혼 2692
26.9%
이혼 2466
24.7%
사별 2150
21.5%

Length

2023-12-12T11:19:51.446957image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:19:51.572519image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
배우자 2692
21.2%
있음 2692
21.2%
미혼 2692
21.2%
이혼 2466
19.4%
사별 2150
16.9%

연령별
Categorical

Distinct15
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
55~59세
785 
75~79세
781 
60~64세
781 
45~49세
740 
70~74세
726 
Other values (10)
6187 

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row80~84세
2nd row65~69세
3rd row65~69세
4th row70~74세
5th row50~54세

Common Values

ValueCountFrequency (%)
55~59세 785
 
7.8%
75~79세 781
 
7.8%
60~64세 781
 
7.8%
45~49세 740
 
7.4%
70~74세 726
 
7.3%
50~54세 721
 
7.2%
65~69세 718
 
7.2%
35~39세 702
 
7.0%
40~44세 690
 
6.9%
80~84세 689
 
6.9%
Other values (5) 2667
26.7%

Length

2023-12-12T11:19:51.716803image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
55~59세 785
 
7.4%
75~79세 781
 
7.3%
60~64세 781
 
7.3%
45~49세 740
 
7.0%
70~74세 726
 
6.8%
50~54세 721
 
6.8%
65~69세 718
 
6.8%
35~39세 702
 
6.6%
40~44세 690
 
6.5%
80~84세 689
 
6.5%
Other values (6) 3293
31.0%

항목
Categorical

Distinct23
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
3세대가구-부부+미혼자녀+모친
 
469
3세대가구-기타
 
462
4세대이상 가구
 
454
1세대가구-부부+미혼형제자매
 
452
2세대가구-부+미혼자녀
 
450
Other values (18)
7713 

Length

Max length22
Median length16
Mean length12.1795
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2세대가구-조부모+미혼손자녀
2nd row3세대가구-부부+미혼자녀+모친
3rd row2세대가구-부부+한부모
4th row3세대가구-부부+미혼자녀+모친
5th row3세대가구-기타

Common Values

ValueCountFrequency (%)
3세대가구-부부+미혼자녀+모친 469
 
4.7%
3세대가구-기타 462
 
4.6%
4세대이상 가구 454
 
4.5%
1세대가구-부부+미혼형제자매 452
 
4.5%
2세대가구-부+미혼자녀 450
 
4.5%
2세대가구-부부+미혼자녀 448
 
4.5%
일반가구원 446
 
4.5%
2세대가구-부부+양친 445
 
4.5%
2세대가구-모+미혼자녀 444
 
4.4%
2세대가구-부부+한부모 439
 
4.4%
Other values (13) 5491
54.9%

Length

2023-12-12T11:19:51.866841image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
친인척 842
 
6.9%
3세대가구-부부+미혼자녀+모친 469
 
3.9%
3세대가구-기타 462
 
3.8%
4세대이상 454
 
3.7%
가구 454
 
3.7%
1세대가구-부부+미혼형제자매 452
 
3.7%
2세대가구-부+미혼자녀 450
 
3.7%
2세대가구-부부+미혼자녀 448
 
3.7%
일반가구원 446
 
3.7%
2세대가구-부부+양친 445
 
3.7%
Other values (17) 7240
59.5%

단위(명)_2020년기준
Real number (ℝ)

MISSING 

Distinct1072
Distinct (%)24.0%
Missing5539
Missing (%)55.4%
Infinite0
Infinite (%)0.0%
Mean1049.9482
Minimum1
Maximum94144
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-12T11:19:52.029320image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile3
Q111
median43
Q3228
95-th percentile2966
Maximum94144
Range94143
Interquartile range (IQR)217

Descriptive statistics

Standard deviation5864.43
Coefficient of variation (CV)5.5854469
Kurtosis122.93446
Mean1049.9482
Median Absolute Deviation (MAD)38
Skewness10.441115
Sum4683819
Variance34391540
MonotonicityNot monotonic
2023-12-12T11:19:52.217046image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
5 149
 
1.5%
3 142
 
1.4%
4 135
 
1.4%
6 127
 
1.3%
8 123
 
1.2%
7 121
 
1.2%
2 109
 
1.1%
9 85
 
0.9%
12 80
 
0.8%
11 74
 
0.7%
Other values (1062) 3316
33.2%
(Missing) 5539
55.4%
ValueCountFrequency (%)
1 18
 
0.2%
2 109
1.1%
3 142
1.4%
4 135
1.4%
5 149
1.5%
6 127
1.3%
7 121
1.2%
8 123
1.2%
9 85
0.9%
10 61
0.6%
ValueCountFrequency (%)
94144 1
< 0.1%
93424 1
< 0.1%
82852 1
< 0.1%
80847 1
< 0.1%
80603 1
< 0.1%
79693 1
< 0.1%
77926 1
< 0.1%
75364 1
< 0.1%
74044 1
< 0.1%
71199 1
< 0.1%

Interactions

2023-12-12T11:19:50.565190image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T11:19:52.370548image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
행정구역별성별혼인상태별연령별항목단위(명)_2020년기준
행정구역별1.0000.0000.0000.0530.0000.142
성별0.0001.0000.0000.0310.0000.000
혼인상태별0.0000.0001.0000.2310.0000.063
연령별0.0530.0310.2311.0000.0000.058
항목0.0000.0000.0000.0001.0000.259
단위(명)_2020년기준0.1420.0000.0630.0580.2591.000
2023-12-12T11:19:52.517281image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
혼인상태별항목성별연령별행정구역별
혼인상태별1.0000.0000.0000.1330.000
항목0.0001.0000.0000.0000.000
성별0.0000.0001.0000.0280.000
연령별0.1330.0000.0281.0000.018
행정구역별0.0000.0000.0000.0181.000
2023-12-12T11:19:52.659045image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
단위(명)_2020년기준행정구역별성별혼인상태별연령별항목
단위(명)_2020년기준1.0000.0580.0000.0380.0220.098
행정구역별0.0581.0000.0000.0000.0180.000
성별0.0000.0001.0000.0000.0280.000
혼인상태별0.0380.0000.0001.0000.1330.000
연령별0.0220.0180.0280.1331.0000.000
항목0.0980.0000.0000.0000.0001.000

Missing values

2023-12-12T11:19:50.703794image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T11:19:50.843374image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

행정구역별성별혼인상태별연령별항목단위(명)_2020년기준
32052강화군여자배우자 있음80~84세2세대가구-조부모+미혼손자녀3
24720계양구여자사별65~69세3세대가구-부부+미혼자녀+모친88
33154옹진군남자배우자 있음65~69세2세대가구-부부+한부모17
26974서구여자배우자 있음70~74세3세대가구-부부+미혼자녀+모친137
10185중구남자미혼50~54세3세대가구-기타42
22718계양구남자미혼35~39세3세대가구-부부+미혼자녀+부친<NA>
16359연수구여자미혼50~54세1세대가구-기타<NA>
22355부평구여자이혼30~34세비친족가구5
1448인천광역시여자미혼40~44세비친족가구620
22234부평구여자사별75~79세3세대가구-부부+미혼자녀+양친<NA>
행정구역별성별혼인상태별연령별항목단위(명)_2020년기준
17022연수구여자사별65~69세1세대가구-부부+미혼형제자매<NA>
14028동구여자미혼75~79세1인가구5
15602연수구남자배우자 있음75~79세2세대가구-부+미혼자녀14
15302연수구남자미혼80~84세2세대가구-부부+미혼자녀<NA>
31815강화군여자배우자 있음30~34세1세대가구-기타8
16804연수구여자배우자 있음75~79세2세대가구-조부 또는 조모+미혼손자녀8
1254인천광역시남자이혼75~79세2세대가구-부부+미혼자녀+부부미혼형제자매<NA>
2058인천광역시여자사별25~29세2세대가구-부부+한부모<NA>
15806연수구남자사별70~74세1세대가구-가구주+기타 친인척5
29516미추홀구여자배우자 있음70~74세2세대가구-부부+미혼자녀939