Overview

Dataset statistics

Number of variables6
Number of observations10000
Missing cells0
Missing cells (%)0.0%
Duplicate rows11
Duplicate rows (%)0.1%
Total size in memory556.6 KiB
Average record size in memory57.0 B

Variable types

Categorical6

Dataset

Description광주광역시 광산구 주민등록인구 현황 통계를 월별 데이터로 제공합니다.
Author광주광역시 광산구
URLhttps://www.data.go.kr/data/15039839/fileData.do

Alerts

기준연도 has constant value ""Constant
시도 has constant value ""Constant
시군구 has constant value ""Constant
기준일자 has constant value ""Constant
Dataset has 11 (0.1%) duplicate rowsDuplicates
행정동 is highly overall correlated with 법정동High correlation
법정동 is highly overall correlated with 행정동High correlation

Reproduction

Analysis started2023-12-12 08:44:15.240853
Analysis finished2023-12-12 08:44:15.654316
Duration0.41 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

기준연도
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
2019
10000 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2019
2nd row2019
3rd row2019
4th row2019
5th row2019

Common Values

ValueCountFrequency (%)
2019 10000
100.0%

Length

2023-12-12T17:44:15.722461image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T17:44:15.822296image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2019 10000
100.0%

시도
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
광주광역시
10000 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row광주광역시
2nd row광주광역시
3rd row광주광역시
4th row광주광역시
5th row광주광역시

Common Values

ValueCountFrequency (%)
광주광역시 10000
100.0%

Length

2023-12-12T17:44:15.934619image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T17:44:16.031282image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
광주광역시 10000
100.0%

시군구
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
광산구
10000 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row광산구
2nd row광산구
3rd row광산구
4th row광산구
5th row광산구

Common Values

ValueCountFrequency (%)
광산구 10000
100.0%

Length

2023-12-12T17:44:16.125134image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T17:44:16.233264image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
광산구 10000
100.0%

행정동
Categorical

HIGH CORRELATION 

Distinct6
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
어룡동
3403 
우산동
2458 
도산동
1694 
송정1동
1201 
송정2동
714 

Length

Max length4
Median length3
Mean length3.1915
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row도산동
2nd row어룡동
3rd row우산동
4th row송정2동
5th row송정2동

Common Values

ValueCountFrequency (%)
어룡동 3403
34.0%
우산동 2458
24.6%
도산동 1694
16.9%
송정1동 1201
 
12.0%
송정2동 714
 
7.1%
신흥동 530
 
5.3%

Length

2023-12-12T17:44:16.348240image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T17:44:16.516296image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
어룡동 3403
34.0%
우산동 2458
24.6%
도산동 1694
16.9%
송정1동 1201
 
12.0%
송정2동 714
 
7.1%
신흥동 530
 
5.3%

법정동
Categorical

HIGH CORRELATION 

Distinct10
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
우산동
2459 
송정동
1915 
소촌동
1809 
도산동
1640 
선암동
1434 
Other values (5)
743 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row도산동
2nd row소촌동
3rd row우산동
4th row송정동
5th row송정동

Common Values

ValueCountFrequency (%)
우산동 2459
24.6%
송정동 1915
19.1%
소촌동 1809
18.1%
도산동 1640
16.4%
선암동 1434
14.3%
신촌동 529
 
5.3%
운수동 128
 
1.3%
황룡동 54
 
0.5%
서봉동 17
 
0.2%
박호동 15
 
0.1%

Length

2023-12-12T17:44:16.691209image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T17:44:16.851063image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
우산동 2459
24.6%
송정동 1915
19.1%
소촌동 1809
18.1%
도산동 1640
16.4%
선암동 1434
14.3%
신촌동 529
 
5.3%
운수동 128
 
1.3%
황룡동 54
 
0.5%
서봉동 17
 
0.2%
박호동 15
 
0.1%

기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
2019-12-31
10000 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2019-12-31
2nd row2019-12-31
3rd row2019-12-31
4th row2019-12-31
5th row2019-12-31

Common Values

ValueCountFrequency (%)
2019-12-31 10000
100.0%

Length

2023-12-12T17:44:17.007534image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T17:44:17.132553image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2019-12-31 10000
100.0%

Correlations

2023-12-12T17:44:17.211793image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
행정동법정동
행정동1.0000.960
법정동0.9601.000
2023-12-12T17:44:17.333352image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
행정동법정동
행정동1.0000.894
법정동0.8941.000
2023-12-12T17:44:17.446414image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
행정동법정동
행정동1.0000.894
법정동0.8941.000

Missing values

2023-12-12T17:44:15.492173image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T17:44:15.598250image/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

기준연도시도시군구행정동법정동기준일자
253872019광주광역시광산구도산동도산동2019-12-31
439592019광주광역시광산구어룡동소촌동2019-12-31
938592019광주광역시광산구우산동우산동2019-12-31
150342019광주광역시광산구송정2동송정동2019-12-31
173722019광주광역시광산구송정2동송정동2019-12-31
736802019광주광역시광산구우산동우산동2019-12-31
656242019광주광역시광산구어룡동선암동2019-12-31
470302019광주광역시광산구어룡동선암동2019-12-31
514772019광주광역시광산구어룡동소촌동2019-12-31
890192019광주광역시광산구우산동우산동2019-12-31
기준연도시도시군구행정동법정동기준일자
830522019광주광역시광산구우산동우산동2019-12-31
328602019광주광역시광산구도산동도산동2019-12-31
381532019광주광역시광산구신흥동신촌동2019-12-31
1842019광주광역시광산구송정1동송정동2019-12-31
253692019광주광역시광산구도산동도산동2019-12-31
93062019광주광역시광산구송정1동송정동2019-12-31
345192019광주광역시광산구신흥동신촌동2019-12-31
128102019광주광역시광산구송정2동송정동2019-12-31
441022019광주광역시광산구어룡동선암동2019-12-31
104392019광주광역시광산구송정1동송정동2019-12-31

Duplicate rows

Most frequently occurring

기준연도시도시군구행정동법정동기준일자# duplicates
102019광주광역시광산구우산동우산동2019-12-312458
82019광주광역시광산구어룡동소촌동2019-12-311809
02019광주광역시광산구도산동도산동2019-12-311640
72019광주광역시광산구어룡동선암동2019-12-311434
22019광주광역시광산구송정1동송정동2019-12-311201
32019광주광역시광산구송정2동송정동2019-12-31714
42019광주광역시광산구신흥동신촌동2019-12-31529
92019광주광역시광산구어룡동운수동2019-12-31128
12019광주광역시광산구도산동황룡동2019-12-3154
62019광주광역시광산구어룡동서봉동2019-12-3117