Dataset statistics
Number of variables | 18 |
---|---|
Number of observations | 36 |
Missing cells | 142 |
Missing cells (%) | 21.9% |
Duplicate rows | 7 |
Duplicate rows (%) | 19.4% |
Total size in memory | 5.2 KiB |
Average record size in memory | 147.7 B |
Variable types
Text | 4 |
---|---|
Unsupported | 14 |
Dataset
Description | 2022-01-26 |
---|---|
Author | 주민등록인구통계 |
URL | https://bigdata.gwangju.go.kr/usr/dataSet/getDataDetailView.rd?dataSetUncd=DS000201926 |
Dataset has 7 (19.4%) duplicate rows | Duplicates |
인구이동보고서(1호) has 20 (55.6%) missing values | Missing |
Unnamed: 1 has 25 (69.4%) missing values | Missing |
Unnamed: 2 has 24 (66.7%) missing values | Missing |
Unnamed: 3 has 32 (88.9%) missing values | Missing |
Unnamed: 4 has 3 (8.3%) missing values | Missing |
Unnamed: 5 has 3 (8.3%) missing values | Missing |
Unnamed: 6 has 3 (8.3%) missing values | Missing |
Unnamed: 7 has 3 (8.3%) missing values | Missing |
Unnamed: 8 has 3 (8.3%) missing values | Missing |
Unnamed: 9 has 2 (5.6%) missing values | Missing |
Unnamed: 10 has 3 (8.3%) missing values | Missing |
Unnamed: 11 has 3 (8.3%) missing values | Missing |
Unnamed: 12 has 3 (8.3%) missing values | Missing |
Unnamed: 13 has 3 (8.3%) missing values | Missing |
Unnamed: 14 has 3 (8.3%) missing values | Missing |
Unnamed: 15 has 3 (8.3%) missing values | Missing |
Unnamed: 16 has 3 (8.3%) missing values | Missing |
Unnamed: 17 has 3 (8.3%) missing values | Missing |
Unnamed: 4 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 5 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 6 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 7 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 8 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 9 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 10 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 11 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 12 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 13 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 14 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 15 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 16 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 17 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
Analysis started | 2024-02-10 10:01:41.410324 |
---|---|
Analysis finished | 2024-02-10 10:01:44.253906 |
Duration | 2.84 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
인구이동보고서(1호)
Text
MISSING
 
Distinct | 16 |
---|---|
Distinct (%) | 100.0% |
Missing | 20 |
Missing (%) | 55.6% |
Memory size | 420.0 B |
Value | Count | Frequency (%) |
요 | 2 | 7.7% |
인 | 2 | 7.7% |
2 | 7.7% | |
행정기관 | 1 | 3.8% |
금월말거주불명자수 | 1 | 3.8% |
금월말인구수 | 1 | 3.8% |
금월말세대수 | 1 | 3.8% |
거주불명자수증감 | 1 | 3.8% |
인구수증감 | 1 | 3.8% |
세대수증감 | 1 | 3.8% |
Other values (13) | 13 |
Most occurring characters
Value | Count | Frequency (%) |
12 | 9.7% | |
수 | 11 | 8.9% |
월 | 8 | 6.5% |
말 | 8 | 6.5% |
인 | 5 | 4.0% |
자 | 5 | 4.0% |
전 | 4 | 3.2% |
구 | 4 | 3.2% |
금 | 4 | 3.2% |
증 | 4 | 3.2% |
Other values (32) | 59 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 104 | |
Control | 12 | 9.7% |
Space Separator | 4 | 3.2% |
Other Punctuation | 2 | 1.6% |
Close Punctuation | 1 | 0.8% |
Open Punctuation | 1 | 0.8% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
수 | 11 | 10.6% |
월 | 8 | 7.7% |
말 | 8 | 7.7% |
인 | 5 | 4.8% |
자 | 5 | 4.8% |
전 | 4 | 3.8% |
구 | 4 | 3.8% |
금 | 4 | 3.8% |
증 | 4 | 3.8% |
감 | 4 | 3.8% |
Other values (27) | 47 |
Control
Value | Count | Frequency (%) |
12 |
Space Separator
Value | Count | Frequency (%) |
4 |
Other Punctuation
Value | Count | Frequency (%) |
: | 2 |
Close Punctuation
Value | Count | Frequency (%) |
) | 1 |
Open Punctuation
Value | Count | Frequency (%) |
( | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 104 | |
Common | 20 | 16.1% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
수 | 11 | 10.6% |
월 | 8 | 7.7% |
말 | 8 | 7.7% |
인 | 5 | 4.8% |
자 | 5 | 4.8% |
전 | 4 | 3.8% |
구 | 4 | 3.8% |
금 | 4 | 3.8% |
증 | 4 | 3.8% |
감 | 4 | 3.8% |
Other values (27) | 47 |
Common
Value | Count | Frequency (%) |
12 | ||
4 | 20.0% | |
: | 2 | 10.0% |
) | 1 | 5.0% |
( | 1 | 5.0% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 104 | |
ASCII | 20 | 16.1% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
12 | ||
4 | 20.0% | |
: | 2 | 10.0% |
) | 1 | 5.0% |
( | 1 | 5.0% |
Hangul
Value | Count | Frequency (%) |
수 | 11 | 10.6% |
월 | 8 | 7.7% |
말 | 8 | 7.7% |
인 | 5 | 4.8% |
자 | 5 | 4.8% |
전 | 4 | 3.8% |
구 | 4 | 3.8% |
금 | 4 | 3.8% |
증 | 4 | 3.8% |
감 | 4 | 3.8% |
Other values (27) | 47 |
Unnamed: 1
Text
MISSING
 
Distinct | 9 |
---|---|
Distinct (%) | 81.8% |
Missing | 25 |
Missing (%) | 69.4% |
Memory size | 420.0 B |
Value | Count | Frequency (%) |
국외 | 2 | |
기타 | 2 | |
전 | 2 | |
입 | 1 | |
복귀 | 1 | |
출생 | 1 | |
등록 | 1 | |
출 | 1 | |
사망 | 1 | |
말소 | 1 |
Most occurring characters
Value | Count | Frequency (%) |
4 | ||
국 | 2 | 7.7% |
기 | 2 | 7.7% |
타 | 2 | 7.7% |
전 | 2 | 7.7% |
외 | 2 | 7.7% |
출 | 2 | 7.7% |
록 | 1 | 3.8% |
말 | 1 | 3.8% |
망 | 1 | 3.8% |
Other values (7) | 7 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 22 | |
Control | 4 | 15.4% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
국 | 2 | 9.1% |
기 | 2 | 9.1% |
타 | 2 | 9.1% |
전 | 2 | 9.1% |
외 | 2 | 9.1% |
출 | 2 | 9.1% |
록 | 1 | 4.5% |
말 | 1 | 4.5% |
망 | 1 | 4.5% |
사 | 1 | 4.5% |
Other values (6) | 6 |
Control
Value | Count | Frequency (%) |
4 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 22 | |
Common | 4 | 15.4% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
국 | 2 | 9.1% |
기 | 2 | 9.1% |
타 | 2 | 9.1% |
전 | 2 | 9.1% |
외 | 2 | 9.1% |
출 | 2 | 9.1% |
록 | 1 | 4.5% |
말 | 1 | 4.5% |
망 | 1 | 4.5% |
사 | 1 | 4.5% |
Other values (6) | 6 |
Common
Value | Count | Frequency (%) |
4 |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 22 | |
ASCII | 4 | 15.4% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
4 |
Hangul
Value | Count | Frequency (%) |
국 | 2 | 9.1% |
기 | 2 | 9.1% |
타 | 2 | 9.1% |
전 | 2 | 9.1% |
외 | 2 | 9.1% |
출 | 2 | 9.1% |
록 | 1 | 4.5% |
말 | 1 | 4.5% |
망 | 1 | 4.5% |
사 | 1 | 4.5% |
Other values (6) | 6 |
Unnamed: 2
Text
MISSING
 
Distinct | 7 |
---|---|
Distinct (%) | 58.3% |
Missing | 24 |
Missing (%) | 66.7% |
Memory size | 420.0 B |
Value | Count | Frequency (%) |
계 | 2 | |
남자 | 2 | |
여자 | 2 | |
시도내 | 2 | |
시도간 | 2 | |
광주광역시 | 1 | |
동구 | 1 | |
2021.12 | 1 | |
현재 | 1 |
Most occurring characters
Value | Count | Frequency (%) |
시 | 5 | |
자 | 4 | 9.8% |
도 | 4 | 9.8% |
3 | 7.3% | |
2 | 3 | 7.3% |
계 | 2 | 4.9% |
여 | 2 | 4.9% |
내 | 2 | 4.9% |
간 | 2 | 4.9% |
광 | 2 | 4.9% |
Other values (10) | 12 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 31 | |
Decimal Number | 6 | 14.6% |
Space Separator | 3 | 7.3% |
Other Punctuation | 1 | 2.4% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
시 | 5 | |
자 | 4 | |
도 | 4 | |
계 | 2 | 6.5% |
여 | 2 | 6.5% |
내 | 2 | 6.5% |
간 | 2 | 6.5% |
광 | 2 | 6.5% |
남 | 2 | 6.5% |
현 | 1 | 3.2% |
Other values (5) | 5 |
Decimal Number
Value | Count | Frequency (%) |
2 | 3 | |
1 | 2 | |
0 | 1 | 16.7% |
Space Separator
Value | Count | Frequency (%) |
3 |
Other Punctuation
Value | Count | Frequency (%) |
. | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 31 | |
Common | 10 | 24.4% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
시 | 5 | |
자 | 4 | |
도 | 4 | |
계 | 2 | 6.5% |
여 | 2 | 6.5% |
내 | 2 | 6.5% |
간 | 2 | 6.5% |
광 | 2 | 6.5% |
남 | 2 | 6.5% |
현 | 1 | 3.2% |
Other values (5) | 5 |
Common
Value | Count | Frequency (%) |
3 | ||
2 | 3 | |
1 | 2 | |
0 | 1 | 10.0% |
. | 1 | 10.0% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 31 | |
ASCII | 10 | 24.4% |
Most frequent character per block
Hangul
Value | Count | Frequency (%) |
시 | 5 | |
자 | 4 | |
도 | 4 | |
계 | 2 | 6.5% |
여 | 2 | 6.5% |
내 | 2 | 6.5% |
간 | 2 | 6.5% |
광 | 2 | 6.5% |
남 | 2 | 6.5% |
현 | 1 | 3.2% |
Other values (5) | 5 |
ASCII
Value | Count | Frequency (%) |
3 | ||
2 | 3 | |
1 | 2 | |
0 | 1 | 10.0% |
. | 1 | 10.0% |
Unnamed: 3
Text
MISSING
 
Distinct | 2 |
---|---|
Distinct (%) | 50.0% |
Missing | 32 |
Missing (%) | 88.9% |
Memory size | 420.0 B |
Value | Count | Frequency (%) |
시군구내 | 2 | |
시군구간 | 2 |
Most occurring characters
Value | Count | Frequency (%) |
시 | 4 | |
군 | 4 | |
구 | 4 | |
내 | 2 | |
간 | 2 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 16 |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
시 | 4 | |
군 | 4 | |
구 | 4 | |
내 | 2 | |
간 | 2 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 16 |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
시 | 4 | |
군 | 4 | |
구 | 4 | |
내 | 2 | |
간 | 2 |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 16 |
Most frequent character per block
Hangul
Value | Count | Frequency (%) |
시 | 4 | |
군 | 4 | |
구 | 4 | |
내 | 2 | |
간 | 2 |
Unnamed: 4
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 3 |
---|---|
Missing (%) | 8.3% |
Memory size | 420.0 B |
Unnamed: 5
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 3 |
---|---|
Missing (%) | 8.3% |
Memory size | 420.0 B |
Unnamed: 6
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 3 |
---|---|
Missing (%) | 8.3% |
Memory size | 420.0 B |
Unnamed: 7
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 3 |
---|---|
Missing (%) | 8.3% |
Memory size | 420.0 B |
Unnamed: 8
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 3 |
---|---|
Missing (%) | 8.3% |
Memory size | 420.0 B |
Unnamed: 9
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 2 |
---|---|
Missing (%) | 5.6% |
Memory size | 420.0 B |
Unnamed: 10
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 3 |
---|---|
Missing (%) | 8.3% |
Memory size | 420.0 B |
Unnamed: 11
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 3 |
---|---|
Missing (%) | 8.3% |
Memory size | 420.0 B |
Unnamed: 12
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 3 |
---|---|
Missing (%) | 8.3% |
Memory size | 420.0 B |
Unnamed: 13
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 3 |
---|---|
Missing (%) | 8.3% |
Memory size | 420.0 B |
Unnamed: 14
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 3 |
---|---|
Missing (%) | 8.3% |
Memory size | 420.0 B |
Unnamed: 15
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 3 |
---|---|
Missing (%) | 8.3% |
Memory size | 420.0 B |
Unnamed: 16
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 3 |
---|---|
Missing (%) | 8.3% |
Memory size | 420.0 B |
Unnamed: 17
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 3 |
---|---|
Missing (%) | 8.3% |
Memory size | 420.0 B |
인구이동보고서(1호) | Unnamed: 1 | Unnamed: 2 | Unnamed: 3 | |
---|---|---|---|---|
인구이동보고서(1호) | 1.000 | 0.000 | 1.000 | NaN |
Unnamed: 1 | 0.000 | 1.000 | NaN | NaN |
Unnamed: 2 | 1.000 | NaN | 1.000 | NaN |
Unnamed: 3 | NaN | NaN | NaN | 1.000 |
인구이동보고서(1호) | Unnamed: 1 | Unnamed: 2 | Unnamed: 3 | Unnamed: 4 | Unnamed: 5 | Unnamed: 6 | Unnamed: 7 | Unnamed: 8 | Unnamed: 9 | Unnamed: 10 | Unnamed: 11 | Unnamed: 12 | Unnamed: 13 | Unnamed: 14 | Unnamed: 15 | Unnamed: 16 | Unnamed: 17 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | <NA> | <NA> | <NA> | <NA> | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
1 | 행정기관 : | <NA> | 광주광역시 동구 | <NA> | NaN | NaN | NaN | NaN | NaN | 출력일자 : 2022.01.06 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
2 | 작성기준 : | <NA> | 2021.12 현재 | <NA> | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
3 | 시 군 구(읍면동) | <NA> | <NA> | <NA> | 합 계 | 충장동 | 동명동 | 계림1동 | 계림2동 | 산수1동 | 산수2동 | 지산1동 | 지산2동 | 서남동 | 학동 | 학운동 | 지원1동 | 지원2동 |
4 | 전월말세대수 | <NA> | <NA> | <NA> | 52259 | 3502 | 2503 | 6000 | 4122 | 4493 | 4848 | 2434 | 2444 | 2236 | 3628 | 5227 | 3640 | 7182 |
5 | 전월말인구수 | <NA> | <NA> | <NA> | 103396 | 4626 | 3896 | 10989 | 9760 | 8570 | 10465 | 4271 | 4606 | 3072 | 7730 | 11455 | 7823 | 16133 |
6 | 전월말거주불명자수 | <NA> | <NA> | <NA> | 891 | 87 | 115 | 89 | 44 | 68 | 37 | 50 | 42 | 64 | 81 | 62 | 24 | 128 |
7 | 전월말재외국민등록자수 | <NA> | <NA> | <NA> | 97 | 8 | 6 | 12 | 14 | 6 | 4 | 2 | 7 | 3 | 8 | 12 | 6 | 9 |
8 | 증 가 요 인 | 전 입 | 계 | <NA> | 1499 | 145 | 73 | 145 | 149 | 137 | 154 | 67 | 68 | 65 | 107 | 103 | 78 | 208 |
9 | <NA> | <NA> | 남자 | <NA> | 737 | 61 | 41 | 76 | 74 | 66 | 72 | 39 | 36 | 33 | 44 | 44 | 37 | 114 |
인구이동보고서(1호) | Unnamed: 1 | Unnamed: 2 | Unnamed: 3 | Unnamed: 4 | Unnamed: 5 | Unnamed: 6 | Unnamed: 7 | Unnamed: 8 | Unnamed: 9 | Unnamed: 10 | Unnamed: 11 | Unnamed: 12 | Unnamed: 13 | Unnamed: 14 | Unnamed: 15 | Unnamed: 16 | Unnamed: 17 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
26 | <NA> | 말소 | <NA> | <NA> | 13 | 0 | 0 | 0 | 1 | 0 | 0 | 7 | 4 | 0 | 0 | 0 | 0 | 1 |
27 | <NA> | 국외 | <NA> | <NA> | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
28 | <NA> | 기타 | <NA> | <NA> | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 |
29 | 세대수증감 | <NA> | <NA> | <NA> | 103 | 20 | -6 | 16 | 29 | 10 | 17 | -5 | -6 | -9 | -3 | 7 | 11 | 22 |
30 | 인구수증감 | <NA> | <NA> | <NA> | 74 | 16 | -6 | 20 | 58 | 9 | 36 | -22 | -39 | -16 | -6 | -10 | 10 | 24 |
31 | 거주불명자수증감 | <NA> | <NA> | <NA> | -9 | -4 | -1 | 4 | 1 | 0 | 0 | -9 | 0 | 0 | 0 | 0 | 0 | 0 |
32 | 금월말세대수 | <NA> | <NA> | <NA> | 52362 | 3522 | 2497 | 6016 | 4151 | 4503 | 4865 | 2429 | 2438 | 2227 | 3625 | 5234 | 3651 | 7204 |
33 | 금월말인구수 | <NA> | <NA> | <NA> | 103470 | 4642 | 3890 | 11009 | 9818 | 8579 | 10501 | 4249 | 4567 | 3056 | 7724 | 11445 | 7833 | 16157 |
34 | 금월말거주불명자수 | <NA> | <NA> | <NA> | 882 | 83 | 114 | 93 | 45 | 68 | 37 | 41 | 42 | 64 | 81 | 62 | 24 | 128 |
35 | 금월말재외국민등록자수 | <NA> | <NA> | <NA> | 96 | 8 | 6 | 12 | 12 | 6 | 4 | 2 | 7 | 3 | 8 | 13 | 6 | 9 |
Most frequently occurring
인구이동보고서(1호) | Unnamed: 1 | Unnamed: 2 | Unnamed: 3 | # duplicates | |
---|---|---|---|---|---|
0 | <NA> | 국외 | <NA> | <NA> | 2 |
1 | <NA> | 기타 | <NA> | <NA> | 2 |
2 | <NA> | <NA> | 남자 | <NA> | 2 |
3 | <NA> | <NA> | 시도간 | <NA> | 2 |
4 | <NA> | <NA> | 시도내 | 시군구내 | 2 |
5 | <NA> | <NA> | 여자 | <NA> | 2 |
6 | <NA> | <NA> | <NA> | 시군구간 | 2 |