Overview

Dataset statistics

Number of variables56
Number of observations22
Missing cells784
Missing cells (%)63.6%
Duplicate rows5
Duplicate rows (%)22.7%
Total size in memory9.8 KiB
Average record size in memory455.0 B

Variable types

Unsupported52
Text4

Dataset

Description사립학교교직원연금공단에서 제공하는 사학연금 종류별, 연도별, 연령별, 성별, 연금수급자 및 수급종료자 통계(20.8월 기준)에 관련된 데이터입니다.
Author사립학교교직원연금공단
URLhttps://www.data.go.kr/data/15063431/fileData.do

Alerts

Unnamed: 12 has constant value ""Constant
Unnamed: 22 has constant value ""Constant
Unnamed: 26 has constant value ""Constant
Dataset has 5 (22.7%) duplicate rowsDuplicates
Unnamed: 0 has 22 (100.0%) missing valuesMissing
Unnamed: 1 has 5 (22.7%) missing valuesMissing
Unnamed: 2 has 9 (40.9%) missing valuesMissing
Unnamed: 3 has 10 (45.5%) missing valuesMissing
Unnamed: 4 has 10 (45.5%) missing valuesMissing
Unnamed: 5 has 9 (40.9%) missing valuesMissing
Unnamed: 6 has 16 (72.7%) missing valuesMissing
Unnamed: 7 has 10 (45.5%) missing valuesMissing
Unnamed: 8 has 9 (40.9%) missing valuesMissing
Unnamed: 9 has 10 (45.5%) missing valuesMissing
Unnamed: 10 has 16 (72.7%) missing valuesMissing
Unnamed: 11 has 9 (40.9%) missing valuesMissing
Unnamed: 12 has 20 (90.9%) missing valuesMissing
Unnamed: 13 has 10 (45.5%) missing valuesMissing
Unnamed: 14 has 10 (45.5%) missing valuesMissing
Unnamed: 15 has 9 (40.9%) missing valuesMissing
Unnamed: 16 has 10 (45.5%) missing valuesMissing
Unnamed: 17 has 10 (45.5%) missing valuesMissing
Unnamed: 18 has 9 (40.9%) missing valuesMissing
Unnamed: 19 has 10 (45.5%) missing valuesMissing
Unnamed: 20 has 10 (45.5%) missing valuesMissing
Unnamed: 21 has 9 (40.9%) missing valuesMissing
Unnamed: 22 has 20 (90.9%) missing valuesMissing
Unnamed: 23 has 16 (72.7%) missing valuesMissing
Unnamed: 24 has 16 (72.7%) missing valuesMissing
Unnamed: 25 has 15 (68.2%) missing valuesMissing
Unnamed: 26 has 20 (90.9%) missing valuesMissing
Unnamed: 27 has 16 (72.7%) missing valuesMissing
Unnamed: 28 has 16 (72.7%) missing valuesMissing
Unnamed: 29 has 15 (68.2%) missing valuesMissing
Unnamed: 30 has 16 (72.7%) missing valuesMissing
Unnamed: 31 has 16 (72.7%) missing valuesMissing
Unnamed: 32 has 15 (68.2%) missing valuesMissing
Unnamed: 33 has 16 (72.7%) missing valuesMissing
Unnamed: 34 has 16 (72.7%) missing valuesMissing
Unnamed: 35 has 15 (68.2%) missing valuesMissing
Unnamed: 36 has 16 (72.7%) missing valuesMissing
Unnamed: 37 has 16 (72.7%) missing valuesMissing
Unnamed: 38 has 15 (68.2%) missing valuesMissing
Unnamed: 39 has 16 (72.7%) missing valuesMissing
Unnamed: 40 has 16 (72.7%) missing valuesMissing
Unnamed: 41 has 15 (68.2%) missing valuesMissing
Unnamed: 42 has 16 (72.7%) missing valuesMissing
Unnamed: 43 has 16 (72.7%) missing valuesMissing
Unnamed: 44 has 15 (68.2%) missing valuesMissing
Unnamed: 45 has 16 (72.7%) missing valuesMissing
Unnamed: 46 has 16 (72.7%) missing valuesMissing
Unnamed: 47 has 15 (68.2%) missing valuesMissing
Unnamed: 48 has 16 (72.7%) missing valuesMissing
Unnamed: 49 has 16 (72.7%) missing valuesMissing
Unnamed: 50 has 15 (68.2%) missing valuesMissing
Unnamed: 51 has 16 (72.7%) missing valuesMissing
Unnamed: 52 has 16 (72.7%) missing valuesMissing
Unnamed: 53 has 15 (68.2%) missing valuesMissing
Unnamed: 54 has 16 (72.7%) missing valuesMissing
Unnamed: 55 has 16 (72.7%) missing valuesMissing
Unnamed: 0 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 3 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 4 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 5 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 6 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 7 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 8 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 9 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 10 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 11 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 13 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 14 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 15 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 16 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 17 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 18 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 19 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 20 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 21 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 23 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 24 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 25 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 27 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 28 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 29 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 30 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 31 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 32 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 33 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 34 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 35 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 36 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 37 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 38 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 39 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 40 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 41 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 42 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 43 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 44 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 45 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 46 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 47 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 48 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 49 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 50 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 51 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 52 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 53 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 54 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 55 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2023-12-12 21:51:58.605725
Analysis finished2023-12-12 21:51:58.816074
Duration0.21 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

Unnamed: 0
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing22
Missing (%)100.0%
Memory size330.0 B

Unnamed: 1
Text

MISSING 

Distinct11
Distinct (%)64.7%
Missing5
Missing (%)22.7%
Memory size308.0 B
2023-12-13T06:51:58.951997image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length111
Median length63
Mean length16.764706
Min length2

Characters and Unicode

Total characters285
Distinct characters109
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5 ?
Unique (%)29.4%

Sample

1st row※ 추출데이터는 공공데이터 제공을 신청하신 2020년 8월 시점에 조회된 내역을 기준으로 작성하였음을 알려드리며,
2nd row 해당 연도별 통계연보 작성시점 이후, '교직원의 생년월일 정정' 또는 '급여지급취소(환수결정)' 등의 사유로 인해 아래와 같은 차이가 발생할 수 있는 점을 알려드리니 자료활용 시 참고바랍니다.
3rd row※ 추출데이터의 상세내역(연도별/연령별/성별 수급자 수)은 연금별 시트를 참조바랍니다.
4th row(요약) 추출데이터
5th row구분
ValueCountFrequency (%)
구분 2
 
3.2%
유족연금 2
 
3.2%
장해연금 2
 
3.2%
연계연금 2
 
3.2%
총계 2
 
3.2%
※ 2
 
3.2%
연도별 2
 
3.2%
통계연보 2
 
3.2%
퇴직연금 2
 
3.2%
있는 1
 
1.6%
Other values (43) 43
69.4%
2023-12-13T06:51:59.244598image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
49
 
17.2%
연 17
 
6.0%
금 9
 
3.2%
별 6
 
2.1%
계 6
 
2.1%
이 6
 
2.1%
데 4
 
1.4%
) 4
 
1.4%
' 4
 
1.4%
수 4
 
1.4%
Other values (99) 176
61.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 211
74.0%
Space Separator 49
 
17.2%
Other Punctuation 12
 
4.2%
Decimal Number 5
 
1.8%
Close Punctuation 4
 
1.4%
Open Punctuation 4
 
1.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
연 17
 
8.1%
금 9
 
4.3%
별 6
 
2.8%
계 6
 
2.8%
이 6
 
2.8%
데 4
 
1.9%
수 4
 
1.9%
터 4
 
1.9%
해 4
 
1.9%
을 4
 
1.9%
Other values (88) 147
69.7%
Other Punctuation
ValueCountFrequency (%)
' 4
33.3%
/ 2
16.7%
, 2
16.7%
. 2
16.7%
※ 2
16.7%
Decimal Number
ValueCountFrequency (%)
0 2
40.0%
2 2
40.0%
8 1
20.0%
Space Separator
ValueCountFrequency (%)
49
100.0%
Close Punctuation
ValueCountFrequency (%)
) 4
100.0%
Open Punctuation
ValueCountFrequency (%)
( 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 211
74.0%
Common 74
 
26.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
연 17
 
8.1%
금 9
 
4.3%
별 6
 
2.8%
계 6
 
2.8%
이 6
 
2.8%
데 4
 
1.9%
수 4
 
1.9%
터 4
 
1.9%
해 4
 
1.9%
을 4
 
1.9%
Other values (88) 147
69.7%
Common
ValueCountFrequency (%)
49
66.2%
) 4
 
5.4%
' 4
 
5.4%
( 4
 
5.4%
/ 2
 
2.7%
, 2
 
2.7%
. 2
 
2.7%
※ 2
 
2.7%
0 2
 
2.7%
2 2
 
2.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 211
74.0%
ASCII 72
 
25.3%
Punctuation 2
 
0.7%

Most frequent character per block

ASCII
ValueCountFrequency (%)
49
68.1%
) 4
 
5.6%
' 4
 
5.6%
( 4
 
5.6%
/ 2
 
2.8%
, 2
 
2.8%
. 2
 
2.8%
0 2
 
2.8%
2 2
 
2.8%
8 1
 
1.4%
Hangul
ValueCountFrequency (%)
연 17
 
8.1%
금 9
 
4.3%
별 6
 
2.8%
계 6
 
2.8%
이 6
 
2.8%
데 4
 
1.9%
수 4
 
1.9%
터 4
 
1.9%
해 4
 
1.9%
을 4
 
1.9%
Other values (88) 147
69.7%
Punctuation
ValueCountFrequency (%)
※ 2
100.0%

Unnamed: 2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing9
Missing (%)40.9%
Memory size308.0 B

Unnamed: 3
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10
Missing (%)45.5%
Memory size308.0 B

Unnamed: 4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10
Missing (%)45.5%
Memory size308.0 B

Unnamed: 5
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing9
Missing (%)40.9%
Memory size308.0 B

Unnamed: 6
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing16
Missing (%)72.7%
Memory size308.0 B

Unnamed: 7
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10
Missing (%)45.5%
Memory size308.0 B

Unnamed: 8
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing9
Missing (%)40.9%
Memory size308.0 B

Unnamed: 9
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10
Missing (%)45.5%
Memory size308.0 B

Unnamed: 10
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing16
Missing (%)72.7%
Memory size308.0 B

Unnamed: 11
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing9
Missing (%)40.9%
Memory size308.0 B

Unnamed: 12
Text

CONSTANT  MISSING 

Distinct1
Distinct (%)50.0%
Missing20
Missing (%)90.9%
Memory size308.0 B
2023-12-13T06:51:59.312454image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length2
Median length2
Mean length2
Min length2

Characters and Unicode

Total characters4
Distinct characters2
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row△2
2nd row△2
ValueCountFrequency (%)
△2 2
100.0%
2023-12-13T06:51:59.484010image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
△ 2
50.0%
2 2
50.0%

Most occurring categories

ValueCountFrequency (%)
Other Symbol 2
50.0%
Decimal Number 2
50.0%

Most frequent character per category

Other Symbol
ValueCountFrequency (%)
△ 2
100.0%
Decimal Number
ValueCountFrequency (%)
2 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 4
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
△ 2
50.0%
2 2
50.0%

Most occurring blocks

ValueCountFrequency (%)
Geometric Shapes 2
50.0%
ASCII 2
50.0%

Most frequent character per block

Geometric Shapes
ValueCountFrequency (%)
△ 2
100.0%
ASCII
ValueCountFrequency (%)
2 2
100.0%

Unnamed: 13
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10
Missing (%)45.5%
Memory size308.0 B

Unnamed: 14
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10
Missing (%)45.5%
Memory size308.0 B

Unnamed: 15
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing9
Missing (%)40.9%
Memory size308.0 B

Unnamed: 16
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10
Missing (%)45.5%
Memory size308.0 B

Unnamed: 17
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10
Missing (%)45.5%
Memory size308.0 B

Unnamed: 18
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing9
Missing (%)40.9%
Memory size308.0 B

Unnamed: 19
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10
Missing (%)45.5%
Memory size308.0 B

Unnamed: 20
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10
Missing (%)45.5%
Memory size308.0 B

Unnamed: 21
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing9
Missing (%)40.9%
Memory size308.0 B

Unnamed: 22
Text

CONSTANT  MISSING 

Distinct1
Distinct (%)50.0%
Missing20
Missing (%)90.9%
Memory size308.0 B
2023-12-13T06:51:59.594763image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length2
Median length2
Mean length2
Min length2

Characters and Unicode

Total characters4
Distinct characters2
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row△1
2nd row△1
ValueCountFrequency (%)
△1 2
100.0%
2023-12-13T06:51:59.760255image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
△ 2
50.0%
1 2
50.0%

Most occurring categories

ValueCountFrequency (%)
Other Symbol 2
50.0%
Decimal Number 2
50.0%

Most frequent character per category

Other Symbol
ValueCountFrequency (%)
△ 2
100.0%
Decimal Number
ValueCountFrequency (%)
1 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 4
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
△ 2
50.0%
1 2
50.0%

Most occurring blocks

ValueCountFrequency (%)
Geometric Shapes 2
50.0%
ASCII 2
50.0%

Most frequent character per block

Geometric Shapes
ValueCountFrequency (%)
△ 2
100.0%
ASCII
ValueCountFrequency (%)
1 2
100.0%

Unnamed: 23
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing16
Missing (%)72.7%
Memory size308.0 B

Unnamed: 24
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing16
Missing (%)72.7%
Memory size308.0 B

Unnamed: 25
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing15
Missing (%)68.2%
Memory size308.0 B

Unnamed: 26
Text

CONSTANT  MISSING 

Distinct1
Distinct (%)50.0%
Missing20
Missing (%)90.9%
Memory size308.0 B
2023-12-13T06:51:59.831959image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length2
Median length2
Mean length2
Min length2

Characters and Unicode

Total characters4
Distinct characters2
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row△1
2nd row△1
ValueCountFrequency (%)
△1 2
100.0%
2023-12-13T06:51:59.990793image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
△ 2
50.0%
1 2
50.0%

Most occurring categories

ValueCountFrequency (%)
Other Symbol 2
50.0%
Decimal Number 2
50.0%

Most frequent character per category

Other Symbol
ValueCountFrequency (%)
△ 2
100.0%
Decimal Number
ValueCountFrequency (%)
1 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 4
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
△ 2
50.0%
1 2
50.0%

Most occurring blocks

ValueCountFrequency (%)
Geometric Shapes 2
50.0%
ASCII 2
50.0%

Most frequent character per block

Geometric Shapes
ValueCountFrequency (%)
△ 2
100.0%
ASCII
ValueCountFrequency (%)
1 2
100.0%

Unnamed: 27
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing16
Missing (%)72.7%
Memory size308.0 B

Unnamed: 28
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing16
Missing (%)72.7%
Memory size308.0 B

Unnamed: 29
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing15
Missing (%)68.2%
Memory size308.0 B

Unnamed: 30
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing16
Missing (%)72.7%
Memory size308.0 B

Unnamed: 31
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing16
Missing (%)72.7%
Memory size308.0 B

Unnamed: 32
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing15
Missing (%)68.2%
Memory size308.0 B

Unnamed: 33
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing16
Missing (%)72.7%
Memory size308.0 B

Unnamed: 34
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing16
Missing (%)72.7%
Memory size308.0 B

Unnamed: 35
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing15
Missing (%)68.2%
Memory size308.0 B

Unnamed: 36
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing16
Missing (%)72.7%
Memory size308.0 B

Unnamed: 37
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing16
Missing (%)72.7%
Memory size308.0 B

Unnamed: 38
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing15
Missing (%)68.2%
Memory size308.0 B

Unnamed: 39
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing16
Missing (%)72.7%
Memory size308.0 B

Unnamed: 40
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing16
Missing (%)72.7%
Memory size308.0 B

Unnamed: 41
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing15
Missing (%)68.2%
Memory size308.0 B

Unnamed: 42
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing16
Missing (%)72.7%
Memory size308.0 B

Unnamed: 43
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing16
Missing (%)72.7%
Memory size308.0 B

Unnamed: 44
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing15
Missing (%)68.2%
Memory size308.0 B

Unnamed: 45
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing16
Missing (%)72.7%
Memory size308.0 B

Unnamed: 46
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing16
Missing (%)72.7%
Memory size308.0 B

Unnamed: 47
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing15
Missing (%)68.2%
Memory size308.0 B

Unnamed: 48
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing16
Missing (%)72.7%
Memory size308.0 B

Unnamed: 49
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing16
Missing (%)72.7%
Memory size308.0 B

Unnamed: 50
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing15
Missing (%)68.2%
Memory size308.0 B

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Missing (%)72.7%
Memory size308.0 B

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Missing (%)72.7%
Memory size308.0 B

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Missing (%)68.2%
Memory size308.0 B

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Missing (%)72.7%
Memory size308.0 B

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Missing (%)72.7%
Memory size308.0 B

Sample

Unnamed: 0Unnamed: 1Unnamed: 2Unnamed: 3Unnamed: 4Unnamed: 5Unnamed: 6Unnamed: 7Unnamed: 8Unnamed: 9Unnamed: 10Unnamed: 11Unnamed: 12Unnamed: 13Unnamed: 14Unnamed: 15Unnamed: 16Unnamed: 17Unnamed: 18Unnamed: 19Unnamed: 20Unnamed: 21Unnamed: 22Unnamed: 23Unnamed: 24Unnamed: 25Unnamed: 26Unnamed: 27Unnamed: 28Unnamed: 29Unnamed: 30Unnamed: 31Unnamed: 32Unnamed: 33Unnamed: 34Unnamed: 35Unnamed: 36Unnamed: 37Unnamed: 38Unnamed: 39Unnamed: 40Unnamed: 41Unnamed: 42Unnamed: 43Unnamed: 44Unnamed: 45Unnamed: 46Unnamed: 47Unnamed: 48Unnamed: 49Unnamed: 50Unnamed: 51Unnamed: 52Unnamed: 53Unnamed: 54Unnamed: 55
0<NA>※ 추출데이터는 공공데이터 제공을 신청하신 2020년 8월 시점에 조회된 내역을 기준으로 작성하였음을 알려드리며,NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaN<NA>NaNNaNNaN<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1<NA>해당 연도별 통계연보 작성시점 이후, '교직원의 생년월일 정정' 또는 '급여지급취소(환수결정)' 등의 사유로 인해 아래와 같은 차이가 발생할 수 있는 점을 알려드리니 자료활용 시 참고바랍니다.NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaN<NA>NaNNaNNaN<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
2<NA><NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaN<NA>NaNNaNNaN<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
3<NA>※ 추출데이터의 상세내역(연도별/연령별/성별 수급자 수)은 연금별 시트를 참조바랍니다.NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaN<NA>NaNNaNNaN<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
4<NA><NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaN<NA>NaNNaNNaN<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
5<NA>(요약) 추출데이터NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaN<NA>NaNNaNNaN<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
6<NA>구분2002NaNNaN2003NaNNaN2004NaNNaN2005<NA>NaNNaN2006NaNNaN2007NaNNaN2008<NA>NaNNaN2009<NA>NaNNaN2010NaNNaN2011NaNNaN2012NaNNaN2013NaNNaN2014NaNNaN2015NaNNaN2016NaNNaN2017NaNNaN2018NaNNaN
7<NA><NA>합계남여합계남여합계남여합계<NA>남여합계남여합계남여합계<NA>남여합계<NA>남여합계남여합계남여합계남여합계남여합계남여합계남여합계남여합계남여합계남여
8<NA>퇴직연금14924128032121165421413124111844415764268020412△2174652947226381933133072545921653380628672△124186448631176△12617949973404728427562036849306386211401163316969474369735887781047782390268756531704300310167570844588311201616924928312409676075358314024
9<NA>유족연금1104241080131930128915283314951743<NA>381705201152195922926422282580<NA>7325072875<NA>81279432289131373585102348339991183881444613543114903153475053971805217606424158236714307640773923637029
Unnamed: 0Unnamed: 1Unnamed: 2Unnamed: 3Unnamed: 4Unnamed: 5Unnamed: 6Unnamed: 7Unnamed: 8Unnamed: 9Unnamed: 10Unnamed: 11Unnamed: 12Unnamed: 13Unnamed: 14Unnamed: 15Unnamed: 16Unnamed: 17Unnamed: 18Unnamed: 19Unnamed: 20Unnamed: 21Unnamed: 22Unnamed: 23Unnamed: 24Unnamed: 25Unnamed: 26Unnamed: 27Unnamed: 28Unnamed: 29Unnamed: 30Unnamed: 31Unnamed: 32Unnamed: 33Unnamed: 34Unnamed: 35Unnamed: 36Unnamed: 37Unnamed: 38Unnamed: 39Unnamed: 40Unnamed: 41Unnamed: 42Unnamed: 43Unnamed: 44Unnamed: 45Unnamed: 46Unnamed: 47Unnamed: 48Unnamed: 49Unnamed: 50Unnamed: 51Unnamed: 52Unnamed: 53Unnamed: 54Unnamed: 55
12<NA>총계16059128543205179001419337072001715834418322204△2175424662247061943152752781621769604731324△124316700834136△12632878083738128602877940576308529724443573348010877484073623312174530403946013580590594357815481637824663717145692185023718981759145467821236
13<NA><NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaN<NA>NaNNaNNaN<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
14<NA><NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaN<NA>NaNNaNNaN<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
15<NA>(참고) 연도별 통계연보NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaN<NA>NaNNaNNaN<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
16<NA>구분2002200320042005NaN200620072008NaN2009<NA>201020112012201320142015201620172018<NA>NaNNaNNaN<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
17<NA>퇴직연금14924165421844420414NaN226382545928673NaN31177<NA>340473684940116436974778253170570846169267607<NA>NaNNaNNaN<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
18<NA>유족연금1104131615251743NaN201122922580NaN2875<NA>322835903999445149035416606467147392<NA>NaNNaNNaN<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
19<NA>장해연금31424849NaN576572NaN78<NA>8895105105115102123128130<NA>NaNNaNNaN<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
20<NA>연계연금0000NaN000NaN7<NA>1842137154240371511684785<NA>NaNNaNNaN<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
21<NA>총계16059179002001722206NaN247062781631325NaN34137<NA>373814057644357484075304059059637826921875914<NA>NaNNaNNaN<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN

Duplicate rows

Most frequently occurring

Unnamed: 1Unnamed: 12Unnamed: 22Unnamed: 26# duplicates
4<NA><NA><NA><NA>5
0구분<NA><NA><NA>2
1연계연금<NA><NA><NA>2
2유족연금<NA><NA><NA>2
3장해연금<NA><NA><NA>2