Overview

Dataset statistics

Number of variables6
Number of observations10000
Missing cells5522
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://data.incheon.go.kr/findData/publicDataDetail?dataId=15055007&srcSe=7661IVAWM27C61E190

Alerts

단위(명)_2020년기준 has 5522 (55.2%) missing valuesMissing

Reproduction

Analysis started2024-03-18 02:17:15.223069
Analysis finished2024-03-18 02:17:15.827136
Duration0.6 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
미추홀구
750 
연수구
747 
남동구
745 
동부
739 
인천광역시
735 
Other values (9)
6284 

Length

Max length5
Median length4
Mean length2.8031
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row계양구
2nd row인천광역시
3rd row계양구
4th row인천광역시
5th row인천광역시

Common Values

ValueCountFrequency (%)
미추홀구 750
 
7.5%
연수구 747
 
7.5%
남동구 745
 
7.4%
동부 739
 
7.4%
인천광역시 735
 
7.3%
동구 732
 
7.3%
부평구 727
 
7.3%
계양구 723
 
7.2%
서구 701
 
7.0%
중구 699
 
7.0%
Other values (4) 2702
27.0%

Length

2024-03-18T11:17:15.880315image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
미추홀구 750
 
7.5%
연수구 747
 
7.5%
남동구 745
 
7.4%
동부 739
 
7.4%
인천광역시 735
 
7.3%
동구 732
 
7.3%
부평구 727
 
7.3%
계양구 723
 
7.2%
서구 701
 
7.0%
중구 699
 
7.0%
Other values (4) 2702
27.0%

성별
Categorical

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
여자
5129 
남자
4871 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
여자 5129
51.3%
남자 4871
48.7%

Length

2024-03-18T11:17:15.967336image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-18T11:17:16.037637image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
여자 5129
51.3%
남자 4871
48.7%

혼인상태별
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
미혼
2746 
배우자 있음
2633 
이혼
2454 
사별
2167 

Length

Max length6
Median length2
Mean length3.0532
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
미혼 2746
27.5%
배우자 있음 2633
26.3%
이혼 2454
24.5%
사별 2167
21.7%

Length

2024-03-18T11:17:16.125117image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-18T11:17:16.218974image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
미혼 2746
21.7%
배우자 2633
20.8%
있음 2633
20.8%
이혼 2454
19.4%
사별 2167
17.2%

연령별
Categorical

Distinct15
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
50~54세
782 
75~79세
778 
60~64세
764 
70~74세
743 
65~69세
735 
Other values (10)
6198 

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row65~69세
2nd row85세 이상
3rd row30~34세
4th row40~44세
5th row35~39세

Common Values

ValueCountFrequency (%)
50~54세 782
 
7.8%
75~79세 778
 
7.8%
60~64세 764
 
7.6%
70~74세 743
 
7.4%
65~69세 735
 
7.3%
45~49세 725
 
7.2%
55~59세 721
 
7.2%
80~84세 701
 
7.0%
40~44세 700
 
7.0%
85세 이상 680
 
6.8%
Other values (5) 2671
26.7%

Length

2024-03-18T11:17:16.317526image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
50~54세 782
 
7.3%
75~79세 778
 
7.3%
60~64세 764
 
7.2%
70~74세 743
 
7.0%
65~69세 735
 
6.9%
45~49세 725
 
6.8%
55~59세 721
 
6.8%
80~84세 701
 
6.6%
40~44세 700
 
6.6%
85세 680
 
6.4%
Other values (6) 3351
31.4%

항목
Categorical

Distinct23
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
3세대가구-기타
 
461
2세대가구-부+미혼자녀
 
455
2세대가구-모+미혼자녀
 
454
2세대가구-부부+한부모
 
452
1세대가구-부부+미혼형제자매
 
451
Other values (18)
7727 

Length

Max length22
Median length16
Mean length12.1677
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1세대가구-가구주+기타 친인척
2nd row2세대가구-부부+미혼자녀
3rd row3세대가구-부부+미혼자녀+양친
4th row2세대가구-모+미혼자녀
5th row3세대가구-부부+미혼자녀+부친

Common Values

ValueCountFrequency (%)
3세대가구-기타 461
 
4.6%
2세대가구-부+미혼자녀 455
 
4.5%
2세대가구-모+미혼자녀 454
 
4.5%
2세대가구-부부+한부모 452
 
4.5%
1세대가구-부부+미혼형제자매 451
 
4.5%
1인가구 443
 
4.4%
비친족가구 442
 
4.4%
1세대가구-기타 440
 
4.4%
3세대가구-부부+미혼자녀+부친 439
 
4.4%
2세대가구-부부+미혼자녀+부부미혼형제자매 437
 
4.4%
Other values (13) 5526
55.3%

Length

2024-03-18T11:17:16.502113image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
친인척 864
 
7.1%
3세대가구-기타 461
 
3.8%
2세대가구-부+미혼자녀 455
 
3.8%
2세대가구-모+미혼자녀 454
 
3.7%
2세대가구-부부+한부모 452
 
3.7%
1세대가구-부부+미혼형제자매 451
 
3.7%
1인가구 443
 
3.7%
비친족가구 442
 
3.7%
1세대가구-기타 440
 
3.6%
3세대가구-부부+미혼자녀+부친 439
 
3.6%
Other values (17) 7206
59.5%

단위(명)_2020년기준
Real number (ℝ)

MISSING 

Distinct1070
Distinct (%)23.9%
Missing5522
Missing (%)55.2%
Infinite0
Infinite (%)0.0%
Mean937.62171
Minimum1
Maximum93424
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-03-18T11:17:16.641995image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile3
Q111
median43
Q3212
95-th percentile3259.35
Maximum93424
Range93423
Interquartile range (IQR)201

Descriptive statistics

Standard deviation5151.4869
Coefficient of variation (CV)5.4942061
Kurtosis169.16019
Mean937.62171
Median Absolute Deviation (MAD)38
Skewness11.936573
Sum4198670
Variance26537817
MonotonicityNot monotonic
2024-03-18T11:17:16.905564image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
3 137
 
1.4%
4 137
 
1.4%
8 128
 
1.3%
5 121
 
1.2%
2 119
 
1.2%
7 115
 
1.1%
6 110
 
1.1%
9 100
 
1.0%
10 90
 
0.9%
12 87
 
0.9%
Other values (1060) 3334
33.3%
(Missing) 5522
55.2%
ValueCountFrequency (%)
1 14
 
0.1%
2 119
1.2%
3 137
1.4%
4 137
1.4%
5 121
1.2%
6 110
1.1%
7 115
1.1%
8 128
1.3%
9 100
1.0%
10 90
0.9%
ValueCountFrequency (%)
93424 1
< 0.1%
92900 1
< 0.1%
90892 1
< 0.1%
85416 1
< 0.1%
80847 1
< 0.1%
79693 1
< 0.1%
77926 1
< 0.1%
76518 1
< 0.1%
69892 1
< 0.1%
66219 1
< 0.1%

Interactions

2024-03-18T11:17:15.616777image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-03-18T11:17:16.970582image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
행정구역별성별혼인상태별연령별항목단위(명)_2020년기준
행정구역별1.0000.0000.0190.0000.0000.132
성별0.0001.0000.0200.0000.0000.013
혼인상태별0.0190.0201.0000.2210.0000.055
연령별0.0000.0000.2211.0000.0000.053
항목0.0000.0000.0000.0001.0000.249
단위(명)_2020년기준0.1320.0130.0550.0530.2491.000
2024-03-18T11:17:17.059581image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
행정구역별항목성별혼인상태별연령별
행정구역별1.0000.0000.0000.0110.000
항목0.0001.0000.0000.0000.000
성별0.0000.0001.0000.0130.000
혼인상태별0.0110.0000.0131.0000.127
연령별0.0000.0000.0000.1271.000
2024-03-18T11:17:17.139572image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
단위(명)_2020년기준행정구역별성별혼인상태별연령별항목
단위(명)_2020년기준1.0000.0540.0100.0330.0200.094
행정구역별0.0541.0000.0000.0110.0000.000
성별0.0100.0001.0000.0130.0000.000
혼인상태별0.0330.0110.0131.0000.1270.000
연령별0.0200.0000.0000.1271.0000.000
항목0.0940.0000.0000.0000.0001.000

Missing values

2024-03-18T11:17:15.701583image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-18T11:17:15.784636image/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
23695계양구남자이혼65~69세1세대가구-가구주+기타 친인척26
1985인천광역시여자배우자 있음85세 이상2세대가구-부부+미혼자녀173
24879계양구여자이혼30~34세3세대가구-부부+미혼자녀+양친<NA>
469인천광역시남자배우자 있음40~44세2세대가구-모+미혼자녀<NA>
109인천광역시남자미혼35~39세3세대가구-부부+미혼자녀+부친39
17983남동구남자배우자 있음55~59세4세대이상 가구<NA>
22668계양구남자미혼25~29세2세대가구-조부모+미혼손자녀7
30542강화군남자미혼80~84세1인가구<NA>
32129강화군여자사별45~49세1인가구<NA>
24331계양구여자배우자 있음50~54세4세대이상 가구9
행정구역별성별혼인상태별연령별항목단위(명)_2020년기준
18502남동구남자이혼40~44세2세대가구-부부+양친<NA>
3038동부남자배우자 있음20~24세1세대가구-부부+미혼형제자매10
15038연수구남자미혼20~24세3세대가구-기타171
23347계양구남자사별60~64세1세대가구-부부+미혼형제자매<NA>
26996서구여자배우자 있음75~79세3세대가구-부부+미혼자녀+부친<NA>
30618강화군남자배우자 있음35~39세1세대가구-가구주+기타 친인척<NA>
2713동부남자미혼20~24세비친족가구1145
17421연수구여자이혼80~84세2세대가구-부부+양친<NA>
12451중구여자이혼80~84세2세대가구-부+미혼자녀<NA>
18810남동구여자미혼30~34세3세대가구-기타88