Overview

Dataset statistics

Number of variables7
Number of observations4353
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory242.4 KiB
Average record size in memory57.0 B

Variable types

Numeric1
DateTime2
Text4

Dataset

Description항공 및 항공관련 유관 사업에 대한 채용정보 (시작일자, 종료일자, 채용정보, 채용회사,주소, 홈페이지) 에 대한 정보 제공
URLhttps://www.data.go.kr/data/15118584/fileData.do

Alerts

순번 has unique valuesUnique

Reproduction

Analysis started2023-12-12 13:57:28.947125
Analysis finished2023-12-12 13:57:30.245625
Duration1.3 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

UNIQUE 

Distinct4353
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2177
Minimum1
Maximum4353
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size38.4 KiB
2023-12-12T22:57:30.306432image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile218.6
Q11089
median2177
Q33265
95-th percentile4135.4
Maximum4353
Range4352
Interquartile range (IQR)2176

Descriptive statistics

Standard deviation1256.7472
Coefficient of variation (CV)0.57728396
Kurtosis-1.2
Mean2177
Median Absolute Deviation (MAD)1088
Skewness0
Sum9476481
Variance1579413.5
MonotonicityStrictly increasing
2023-12-12T22:57:30.429391image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
< 0.1%
2901 1
 
< 0.1%
2907 1
 
< 0.1%
2906 1
 
< 0.1%
2905 1
 
< 0.1%
2904 1
 
< 0.1%
2903 1
 
< 0.1%
2902 1
 
< 0.1%
2900 1
 
< 0.1%
3266 1
 
< 0.1%
Other values (4343) 4343
99.8%
ValueCountFrequency (%)
1 1
< 0.1%
2 1
< 0.1%
3 1
< 0.1%
4 1
< 0.1%
5 1
< 0.1%
6 1
< 0.1%
7 1
< 0.1%
8 1
< 0.1%
9 1
< 0.1%
10 1
< 0.1%
ValueCountFrequency (%)
4353 1
< 0.1%
4352 1
< 0.1%
4351 1
< 0.1%
4350 1
< 0.1%
4349 1
< 0.1%
4348 1
< 0.1%
4347 1
< 0.1%
4346 1
< 0.1%
4345 1
< 0.1%
4344 1
< 0.1%

시작일자
Date

Distinct824
Distinct (%)18.9%
Missing0
Missing (%)0.0%
Memory size34.1 KiB
Minimum2018-10-23 00:00:00
Maximum2022-12-30 00:00:00
2023-12-12T22:57:30.534148image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T22:57:30.656126image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

종료일자
Date

Distinct1040
Distinct (%)23.9%
Missing0
Missing (%)0.0%
Memory size34.1 KiB
Minimum2018-11-08 00:00:00
Maximum2023-06-30 00:00:00
2023-12-12T22:57:30.769425image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T22:57:30.881866image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

채용정보
Text

Distinct3815
Distinct (%)87.6%
Missing0
Missing (%)0.0%
Memory size34.1 KiB
2023-12-12T22:57:31.154617image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length78
Median length52
Mean length20.692396
Min length4

Characters and Unicode

Total characters90074
Distinct characters593
Distinct categories16 ?
Distinct scripts4 ?
Distinct blocks6 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique3448 ?
Unique (%)79.2%

Sample

1st row[상시채용]항공사 경력 기장 채용
2nd row[경력] 고경력 부기장 (기장승격훈련요원)(1)
3rd row미국항공정비사취업
4th row[상시채용] 군경력조종사 채용(1)
5th row에어서울 경력 운항관리사 상시 채용(1)
ValueCountFrequency (%)
채용 1597
 
8.2%
모집 1527
 
7.9%
및 451
 
2.3%
직원 327
 
1.7%
항공기 312
 
1.6%
공고 300
 
1.5%
인천공항 253
 
1.3%
정규직 222
 
1.1%
드론 221
 
1.1%
신입 194
 
1.0%
Other values (4350) 14023
72.2%
2023-12-12T22:57:31.584635image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
15088
 
16.8%
공 3386
 
3.8%
항 2706
 
3.0%
용 2267
 
2.5%
채 2140
 
2.4%
원 1948
 
2.2%
직 1858
 
2.1%
모 1829
 
2.0%
집 1811
 
2.0%
기 1660
 
1.8%
Other values (583) 55381
61.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 63251
70.2%
Space Separator 15088
 
16.8%
Uppercase Letter 2386
 
2.6%
Decimal Number 2294
 
2.5%
Lowercase Letter 1981
 
2.2%
Other Punctuation 1676
 
1.9%
Close Punctuation 1616
 
1.8%
Open Punctuation 1612
 
1.8%
Dash Punctuation 117
 
0.1%
Other Symbol 12
 
< 0.1%
Other values (6) 41
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
공 3386
 
5.4%
항 2706
 
4.3%
용 2267
 
3.6%
채 2140
 
3.4%
원 1948
 
3.1%
직 1858
 
2.9%
모 1829
 
2.9%
집 1811
 
2.9%
기 1660
 
2.6%
사 1532
 
2.4%
Other values (499) 42114
66.6%
Uppercase Letter
ValueCountFrequency (%)
A 392
16.4%
S 246
 
10.3%
C 188
 
7.9%
T 145
 
6.1%
R 141
 
5.9%
I 131
 
5.5%
D 131
 
5.5%
M 127
 
5.3%
U 95
 
4.0%
E 84
 
3.5%
Other values (16) 706
29.6%
Lowercase Letter
ValueCountFrequency (%)
e 242
12.2%
i 220
11.1%
n 201
10.1%
r 196
9.9%
a 190
9.6%
t 141
 
7.1%
o 120
 
6.1%
s 105
 
5.3%
l 74
 
3.7%
c 72
 
3.6%
Other values (13) 420
21.2%
Decimal Number
ValueCountFrequency (%)
2 1148
50.0%
0 519
22.6%
1 316
 
13.8%
3 101
 
4.4%
9 71
 
3.1%
5 41
 
1.8%
4 36
 
1.6%
6 24
 
1.0%
7 24
 
1.0%
8 14
 
0.6%
Other Punctuation
ValueCountFrequency (%)
/ 874
52.1%
, 608
36.3%
& 104
 
6.2%
· 46
 
2.7%
. 32
 
1.9%
: 4
 
0.2%
# 4
 
0.2%
* 2
 
0.1%
! 2
 
0.1%
Open Punctuation
ValueCountFrequency (%)
( 1438
89.2%
[ 172
 
10.7%
『 2
 
0.1%
Close Punctuation
ValueCountFrequency (%)
) 1437
88.9%
] 177
 
11.0%
』 2
 
0.1%
Math Symbol
ValueCountFrequency (%)
+ 10
83.3%
~ 2
 
16.7%
Space Separator
ValueCountFrequency (%)
15088
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 117
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 12
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 11
100.0%
Initial Punctuation
ValueCountFrequency (%)
‘ 7
100.0%
Final Punctuation
ValueCountFrequency (%)
’ 7
100.0%
Modifier Symbol
ValueCountFrequency (%)
` 3
100.0%
Control
ValueCountFrequency (%)
1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 63251
70.2%
Common 22444
 
24.9%
Latin 4367
 
4.8%
Han 12
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
공 3386
 
5.4%
항 2706
 
4.3%
용 2267
 
3.6%
채 2140
 
3.4%
원 1948
 
3.1%
직 1858
 
2.9%
모 1829
 
2.9%
집 1811
 
2.9%
기 1660
 
2.6%
사 1532
 
2.4%
Other values (496) 42114
66.6%
Latin
ValueCountFrequency (%)
A 392
 
9.0%
S 246
 
5.6%
e 242
 
5.5%
i 220
 
5.0%
n 201
 
4.6%
r 196
 
4.5%
a 190
 
4.4%
C 188
 
4.3%
T 145
 
3.3%
R 141
 
3.2%
Other values (39) 2206
50.5%
Common
ValueCountFrequency (%)
15088
67.2%
( 1438
 
6.4%
) 1437
 
6.4%
2 1148
 
5.1%
/ 874
 
3.9%
, 608
 
2.7%
0 519
 
2.3%
1 316
 
1.4%
] 177
 
0.8%
[ 172
 
0.8%
Other values (24) 667
 
3.0%
Han
ValueCountFrequency (%)
內 7
58.3%
必 2
 
16.7%
外 2
 
16.7%
有 1
 
8.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 63236
70.2%
ASCII 26747
29.7%
None 62
 
0.1%
Punctuation 14
 
< 0.1%
CJK 12
 
< 0.1%
Compat Jamo 3
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
15088
56.4%
( 1438
 
5.4%
) 1437
 
5.4%
2 1148
 
4.3%
/ 874
 
3.3%
, 608
 
2.3%
0 519
 
1.9%
A 392
 
1.5%
1 316
 
1.2%
S 246
 
0.9%
Other values (68) 4681
 
17.5%
Hangul
ValueCountFrequency (%)
공 3386
 
5.4%
항 2706
 
4.3%
용 2267
 
3.6%
채 2140
 
3.4%
원 1948
 
3.1%
직 1858
 
2.9%
모 1829
 
2.9%
집 1811
 
2.9%
기 1660
 
2.6%
사 1532
 
2.4%
Other values (494) 42099
66.6%
None
ValueCountFrequency (%)
· 46
74.2%
㈜ 12
 
19.4%
』 2
 
3.2%
『 2
 
3.2%
Punctuation
ValueCountFrequency (%)
‘ 7
50.0%
’ 7
50.0%
CJK
ValueCountFrequency (%)
內 7
58.3%
必 2
 
16.7%
外 2
 
16.7%
有 1
 
8.3%
Compat Jamo
ValueCountFrequency (%)
ㆍ 3
100.0%

회사
Text

Distinct1050
Distinct (%)24.1%
Missing0
Missing (%)0.0%
Memory size34.1 KiB
2023-12-12T22:57:31.789883image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length44
Median length32
Mean length6.4863313
Min length2

Characters and Unicode

Total characters28235
Distinct characters497
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique518 ?
Unique (%)11.9%

Sample

1st row에어부산
2nd row에어부산
3rd row아퀼라인터내셔널
4th row에어부산
5th row에어서울
ValueCountFrequency (%)
샤프에비에이션케이 126
 
2.8%
에어로케이 73
 
1.6%
스위스포트코리아 69
 
1.5%
에어인천 64
 
1.4%
남부공항서비스 61
 
1.3%
한국항공대학교 52
 
1.1%
한국항공우주연구원 48
 
1.1%
하이에어 47
 
1.0%
항공보안파트너스 44
 
1.0%
한국교통안전공단 42
 
0.9%
Other values (1071) 3917
86.2%
2023-12-12T22:57:32.118408image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
이 1624
 
5.8%
스 1552
 
5.5%
에 1520
 
5.4%
공 1268
 
4.5%
항 1132
 
4.0%
어 637
 
2.3%
한 636
 
2.3%
아 621
 
2.2%
국 616
 
2.2%
비 556
 
2.0%
Other values (487) 18073
64.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 26799
94.9%
Uppercase Letter 816
 
2.9%
Lowercase Letter 338
 
1.2%
Space Separator 226
 
0.8%
Other Punctuation 30
 
0.1%
Open Punctuation 10
 
< 0.1%
Close Punctuation 9
 
< 0.1%
Decimal Number 5
 
< 0.1%
Dash Punctuation 2
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
이 1624
 
6.1%
스 1552
 
5.8%
에 1520
 
5.7%
공 1268
 
4.7%
항 1132
 
4.2%
어 637
 
2.4%
한 636
 
2.4%
아 621
 
2.3%
국 616
 
2.3%
비 556
 
2.1%
Other values (434) 16637
62.1%
Uppercase Letter
ValueCountFrequency (%)
A 137
16.8%
C 86
10.5%
K 84
10.3%
L 65
8.0%
I 63
7.7%
T 53
 
6.5%
S 46
 
5.6%
D 46
 
5.6%
H 43
 
5.3%
E 36
 
4.4%
Other values (13) 157
19.2%
Lowercase Letter
ValueCountFrequency (%)
e 35
10.4%
d 35
10.4%
a 34
10.1%
o 33
9.8%
t 33
9.8%
r 32
9.5%
n 28
8.3%
l 20
 
5.9%
i 17
 
5.0%
s 15
 
4.4%
Other values (11) 56
16.6%
Decimal Number
ValueCountFrequency (%)
1 2
40.0%
7 2
40.0%
5 1
20.0%
Other Punctuation
ValueCountFrequency (%)
. 25
83.3%
& 5
 
16.7%
Space Separator
ValueCountFrequency (%)
226
100.0%
Open Punctuation
ValueCountFrequency (%)
( 10
100.0%
Close Punctuation
ValueCountFrequency (%)
) 9
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 26799
94.9%
Latin 1154
 
4.1%
Common 282
 
1.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
이 1624
 
6.1%
스 1552
 
5.8%
에 1520
 
5.7%
공 1268
 
4.7%
항 1132
 
4.2%
어 637
 
2.4%
한 636
 
2.4%
아 621
 
2.3%
국 616
 
2.3%
비 556
 
2.1%
Other values (434) 16637
62.1%
Latin
ValueCountFrequency (%)
A 137
 
11.9%
C 86
 
7.5%
K 84
 
7.3%
L 65
 
5.6%
I 63
 
5.5%
T 53
 
4.6%
S 46
 
4.0%
D 46
 
4.0%
H 43
 
3.7%
E 36
 
3.1%
Other values (34) 495
42.9%
Common
ValueCountFrequency (%)
226
80.1%
. 25
 
8.9%
( 10
 
3.5%
) 9
 
3.2%
& 5
 
1.8%
1 2
 
0.7%
- 2
 
0.7%
7 2
 
0.7%
5 1
 
0.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 26799
94.9%
ASCII 1436
 
5.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
이 1624
 
6.1%
스 1552
 
5.8%
에 1520
 
5.7%
공 1268
 
4.7%
항 1132
 
4.2%
어 637
 
2.4%
한 636
 
2.4%
아 621
 
2.3%
국 616
 
2.3%
비 556
 
2.1%
Other values (434) 16637
62.1%
ASCII
ValueCountFrequency (%)
226
 
15.7%
A 137
 
9.5%
C 86
 
6.0%
K 84
 
5.8%
L 65
 
4.5%
I 63
 
4.4%
T 53
 
3.7%
S 46
 
3.2%
D 46
 
3.2%
H 43
 
3.0%
Other values (43) 587
40.9%

주소
Text

Distinct1434
Distinct (%)32.9%
Missing0
Missing (%)0.0%
Memory size34.1 KiB
2023-12-12T22:57:32.545259image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length64
Median length51
Mean length28.964392
Min length2

Characters and Unicode

Total characters126082
Distinct characters559
Distinct categories12 ?
Distinct scripts3 ?
Distinct blocks5 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique887 ?
Unique (%)20.4%

Sample

1st row부산 강서구 유통단지1로57번가길 6 (대저2동, 에어부산사옥)
2nd row부산 강서구 유통단지1로57번가길 6 (대저2동, 에어부산사옥)
3rd row서울 강서구 방화대로33길 3 (방화동) 4층
4th row부산 강서구 유통단지1로57번가길 6 (대저2동, 에어부산사옥)
5th row인천 중구 공항로 272 (운서동)
ValueCountFrequency (%)
인천 1051
 
3.9%
중구 1009
 
3.8%
서울 976
 
3.6%
운서동 842
 
3.1%
강서구 672
 
2.5%
공항로 571
 
2.1%
경남 454
 
1.7%
경기 404
 
1.5%
하늘길 349
 
1.3%
인천공항 318
 
1.2%
Other values (2958) 20156
75.2%
2023-12-12T22:57:33.159468image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
22475
 
17.8%
로 3717
 
2.9%
동 3637
 
2.9%
) 3615
 
2.9%
( 3614
 
2.9%
구 3379
 
2.7%
2 3330
 
2.6%
1 3113
 
2.5%
서 3065
 
2.4%
공 2902
 
2.3%
Other values (549) 73235
58.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 74202
58.9%
Space Separator 22475
 
17.8%
Decimal Number 16876
 
13.4%
Close Punctuation 3615
 
2.9%
Open Punctuation 3614
 
2.9%
Other Punctuation 3045
 
2.4%
Uppercase Letter 992
 
0.8%
Dash Punctuation 844
 
0.7%
Lowercase Letter 393
 
0.3%
Math Symbol 18
 
< 0.1%
Other values (2) 8
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
로 3717
 
5.0%
동 3637
 
4.9%
구 3379
 
4.6%
서 3065
 
4.1%
공 2902
 
3.9%
항 2721
 
3.7%
천 2195
 
3.0%
시 1818
 
2.5%
인 1725
 
2.3%
대 1665
 
2.2%
Other values (479) 47378
63.9%
Uppercase Letter
ValueCountFrequency (%)
A 253
25.5%
T 142
14.3%
C 127
12.8%
K 55
 
5.5%
B 49
 
4.9%
I 47
 
4.7%
S 39
 
3.9%
D 38
 
3.8%
L 37
 
3.7%
R 28
 
2.8%
Other values (14) 177
17.8%
Lowercase Letter
ValueCountFrequency (%)
i 52
13.2%
a 51
13.0%
d 44
11.2%
e 37
9.4%
n 32
 
8.1%
r 24
 
6.1%
o 20
 
5.1%
k 18
 
4.6%
l 16
 
4.1%
t 16
 
4.1%
Other values (11) 83
21.1%
Decimal Number
ValueCountFrequency (%)
2 3330
19.7%
1 3113
18.4%
4 1577
9.3%
0 1532
9.1%
3 1515
9.0%
7 1436
8.5%
6 1179
 
7.0%
8 1174
 
7.0%
5 1133
 
6.7%
9 887
 
5.3%
Other Punctuation
ValueCountFrequency (%)
, 2886
94.8%
? 93
 
3.1%
. 32
 
1.1%
/ 18
 
0.6%
& 13
 
0.4%
: 2
 
0.1%
# 1
 
< 0.1%
Math Symbol
ValueCountFrequency (%)
∥ 11
61.1%
~ 7
38.9%
Space Separator
ValueCountFrequency (%)
22475
100.0%
Close Punctuation
ValueCountFrequency (%)
) 3615
100.0%
Open Punctuation
ValueCountFrequency (%)
( 3614
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 844
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 5
100.0%
Letter Number
ValueCountFrequency (%)
Ⅱ 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 74207
58.9%
Common 50487
40.0%
Latin 1388
 
1.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
로 3717
 
5.0%
동 3637
 
4.9%
구 3379
 
4.6%
서 3065
 
4.1%
공 2902
 
3.9%
항 2721
 
3.7%
천 2195
 
3.0%
시 1818
 
2.4%
인 1725
 
2.3%
대 1665
 
2.2%
Other values (480) 47383
63.9%
Latin
ValueCountFrequency (%)
A 253
18.2%
T 142
 
10.2%
C 127
 
9.1%
K 55
 
4.0%
i 52
 
3.7%
a 51
 
3.7%
B 49
 
3.5%
I 47
 
3.4%
d 44
 
3.2%
S 39
 
2.8%
Other values (36) 529
38.1%
Common
ValueCountFrequency (%)
22475
44.5%
) 3615
 
7.2%
( 3614
 
7.2%
2 3330
 
6.6%
1 3113
 
6.2%
, 2886
 
5.7%
4 1577
 
3.1%
0 1532
 
3.0%
3 1515
 
3.0%
7 1436
 
2.8%
Other values (13) 5394
 
10.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 74202
58.9%
ASCII 51861
41.1%
Math Operators 11
 
< 0.1%
None 5
 
< 0.1%
Number Forms 3
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
22475
43.3%
) 3615
 
7.0%
( 3614
 
7.0%
2 3330
 
6.4%
1 3113
 
6.0%
, 2886
 
5.6%
4 1577
 
3.0%
0 1532
 
3.0%
3 1515
 
2.9%
7 1436
 
2.8%
Other values (57) 6768
 
13.1%
Hangul
ValueCountFrequency (%)
로 3717
 
5.0%
동 3637
 
4.9%
구 3379
 
4.6%
서 3065
 
4.1%
공 2902
 
3.9%
항 2721
 
3.7%
천 2195
 
3.0%
시 1818
 
2.5%
인 1725
 
2.3%
대 1665
 
2.2%
Other values (479) 47378
63.9%
Math Operators
ValueCountFrequency (%)
∥ 11
100.0%
None
ValueCountFrequency (%)
㈜ 5
100.0%
Number Forms
ValueCountFrequency (%)
Ⅱ 3
100.0%

홈페이지
Text

Distinct3526
Distinct (%)81.0%
Missing0
Missing (%)0.0%
Memory size34.1 KiB
2023-12-12T22:57:33.493310image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length815
Median length467
Mean length142.26579
Min length12

Characters and Unicode

Total characters619283
Distinct characters84
Distinct categories11 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique3323 ?
Unique (%)76.3%

Sample

1st rowhttps://recruit.airbusan.com/
2nd rowhttps://recruit.airbusan.com/
3rd rowhttp://www.airaquila.com/sub/sub0504.php
4th rowhttps://recruit.airbusan.com/
5th rowhttp://recruit.flyairseoul.com/
ValueCountFrequency (%)
https://www.cju.ac.kr/www/selectbbsnttlist.do?bbsno=883&key=4580 40
 
0.9%
http://airtransport.or.kr/home/kor/board.do?menupos=36&pageindex=1&searchdate1=&searchdate2=&searchdate3=&searchdate4=&searchdate5=&searchdate6=&searchdate7=&searchdate8=&searchvalue1=0&searchvalue2=&searchvalue3=&searchvalue4=&searchvalue5=&searchvalue6=&searchvalue7=&searchvalue8=&searchvalue9=&searchvalue10=&searchkeyword=&filedatarmlist=595&filedatanamermlist=202201041031345876.pdf&filedatarmlist=596&filedatanamermlist=202201041031352856.hwp 36
 
0.8%
https://www.kotsa.or.kr/portal/bbs/recruit_list.do?menucode=06030500 34
 
0.8%
https://www.airsecure.kr/?act=board&bbs_code=sub3_2 33
 
0.8%
https://recruit.jejuair.net 27
 
0.6%
https://www.saramin.co.kr/zf_user/company-info/view/csn/tlfpagzxu1kztytxsu1otel5ykvvzz09/company_nm/(%ec%82%ac)%ed%95%ad%ea%b3%b5%ec%9a%b0%ec%a3%bc%ec%82%b0%ed%95%99%ec%9c%b5%ed%95%a9%ec%9b%90 26
 
0.6%
https://koti.recruiter.co.kr 25
 
0.6%
https://recruit.twayair.com/wiserecruitweb 22
 
0.5%
https://www.saramin.co.kr/zf_user/company-info/view/csn/vdrzqmpnz3bqeg5ong1ywmr3m0szzz09/company_nm/(%ec%a3%bc)%ed%95%98%ec%9d%b4%ec%97%90%ec%96%b4 22
 
0.5%
https://www.saramin.co.kr/zf_user/company-info/view-inner-recruit/csn/rte1r1a3rxjvdvhbbdl3s3dpsjy1ut09/company_nm/%ed%95%98%ec%9d%b4%ec%a6%88%ed%95%ad%ea%b3%b5(%ec%a3%bc 21
 
0.5%
Other values (3509) 4070
93.4%
2023-12-12T22:57:33.990565image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
e 37432
 
6.0%
r 27685
 
4.5%
t 25533
 
4.1%
/ 25389
 
4.1%
a 23101
 
3.7%
o 22258
 
3.6%
s 21075
 
3.4%
i 19238
 
3.1%
c 19031
 
3.1%
w 18179
 
2.9%
Other values (74) 380362
61.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 354301
57.2%
Uppercase Letter 88121
 
14.2%
Other Punctuation 76097
 
12.3%
Decimal Number 72713
 
11.7%
Math Symbol 15489
 
2.5%
Connector Punctuation 9850
 
1.6%
Dash Punctuation 2153
 
0.3%
Close Punctuation 277
 
< 0.1%
Open Punctuation 275
 
< 0.1%
Other Letter 4
 
< 0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 37432
 
10.6%
r 27685
 
7.8%
t 25533
 
7.2%
a 23101
 
6.5%
o 22258
 
6.3%
s 21075
 
5.9%
i 19238
 
5.4%
c 19031
 
5.4%
w 18179
 
5.1%
p 15134
 
4.3%
Other values (16) 125635
35.5%
Uppercase Letter
ValueCountFrequency (%)
A 7225
 
8.2%
E 6948
 
7.9%
B 6558
 
7.4%
C 6131
 
7.0%
D 6058
 
6.9%
I 5893
 
6.7%
R 4237
 
4.8%
S 3545
 
4.0%
N 3463
 
3.9%
T 3406
 
3.9%
Other values (16) 34657
39.3%
Other Punctuation
ValueCountFrequency (%)
/ 25389
33.4%
% 16407
21.6%
. 14390
18.9%
& 11561
15.2%
: 4346
 
5.7%
? 3453
 
4.5%
# 524
 
0.7%
* 23
 
< 0.1%
; 2
 
< 0.1%
, 2
 
< 0.1%
Decimal Number
ValueCountFrequency (%)
0 9946
13.7%
1 9446
13.0%
2 9161
12.6%
9 7872
10.8%
3 7585
10.4%
4 7020
9.7%
5 6348
8.7%
8 6204
8.5%
6 4891
6.7%
7 4240
5.8%
Other Letter
ValueCountFrequency (%)
게 1
25.0%
시 1
25.0%
번 1
25.0%
호 1
25.0%
Math Symbol
ValueCountFrequency (%)
= 15479
99.9%
+ 9
 
0.1%
| 1
 
< 0.1%
Connector Punctuation
ValueCountFrequency (%)
_ 9850
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 2153
100.0%
Close Punctuation
ValueCountFrequency (%)
) 277
100.0%
Open Punctuation
ValueCountFrequency (%)
( 275
100.0%
Space Separator
ValueCountFrequency (%)
3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 442422
71.4%
Common 176857
 
28.6%
Hangul 4
 
< 0.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 37432
 
8.5%
r 27685
 
6.3%
t 25533
 
5.8%
a 23101
 
5.2%
o 22258
 
5.0%
s 21075
 
4.8%
i 19238
 
4.3%
c 19031
 
4.3%
w 18179
 
4.1%
p 15134
 
3.4%
Other values (42) 213756
48.3%
Common
ValueCountFrequency (%)
/ 25389
14.4%
% 16407
 
9.3%
= 15479
 
8.8%
. 14390
 
8.1%
& 11561
 
6.5%
0 9946
 
5.6%
_ 9850
 
5.6%
1 9446
 
5.3%
2 9161
 
5.2%
9 7872
 
4.5%
Other values (18) 47356
26.8%
Hangul
ValueCountFrequency (%)
게 1
25.0%
시 1
25.0%
번 1
25.0%
호 1
25.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 619279
> 99.9%
Hangul 4
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 37432
 
6.0%
r 27685
 
4.5%
t 25533
 
4.1%
/ 25389
 
4.1%
a 23101
 
3.7%
o 22258
 
3.6%
s 21075
 
3.4%
i 19238
 
3.1%
c 19031
 
3.1%
w 18179
 
2.9%
Other values (70) 380358
61.4%
Hangul
ValueCountFrequency (%)
게 1
25.0%
시 1
25.0%
번 1
25.0%
호 1
25.0%

Interactions

2023-12-12T22:57:29.976741image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Missing values

2023-12-12T22:57:30.100273image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T22:57:30.203640image/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

순번시작일자종료일자채용정보회사주소홈페이지
012018-10-232018-12-22[상시채용]항공사 경력 기장 채용에어부산부산 강서구 유통단지1로57번가길 6 (대저2동, 에어부산사옥)https://recruit.airbusan.com/
122018-11-052018-11-30[경력] 고경력 부기장 (기장승격훈련요원)(1)에어부산부산 강서구 유통단지1로57번가길 6 (대저2동, 에어부산사옥)https://recruit.airbusan.com/
232018-11-082018-11-08미국항공정비사취업아퀼라인터내셔널서울 강서구 방화대로33길 3 (방화동) 4층http://www.airaquila.com/sub/sub0504.php
342018-11-162021-04-27[상시채용] 군경력조종사 채용(1)에어부산부산 강서구 유통단지1로57번가길 6 (대저2동, 에어부산사옥)https://recruit.airbusan.com/
452018-11-192018-11-30에어서울 경력 운항관리사 상시 채용(1)에어서울인천 중구 공항로 272 (운서동)http://recruit.flyairseoul.com/
562019-02-012019-02-28경력직 운항승무원 채용티웨이항공서울 강서구 하늘길 210 (공항동, 한국항공화물청사)https://recruit.twayair.com/WiseRecruitWeb/
672019-02-012019-02-28경력직 정비사 채용티웨이항공서울 강서구 하늘길 210 (공항동, 한국항공화물청사)https://recruit.twayair.com/WiseRecruitWeb/
782019-02-282019-02-282019년 경력사원(계약직) 상시모집한국항공우주산업주식회사서울 중구 청파로 463 (중림동, 한국경제신문빌딩) 8층http://koreaaero.career.co.kr/jobs/jobs_view.asp?ID=1072
892019-03-012019-03-31㈜한국항공 비행교관 채용공고한국항공충북 청주시 청원구 내수읍 오창대로 980 (입상리, 청주국제공항)https://www.saramin.co.kr/zf_user/company-info/view/csn/UUx5OUdZaGdkeFFKYzQvV3pHR1o4Zz09/company_nm/(%EC%A3%BC)%ED%95%9C%EA%B5%AD%ED%95%AD%EA%B3%B5
9102019-03-112019-03-25항공기(여객) 오퍼레이션 / 로드마스터샤프에비에이션케이서울 종로구 종로 22 (서린동, 인주빌딩)http://www.saramin.co.kr/zf_user/jobs/relay/view?rec_idx=35812201&view_type=search
순번시작일자종료일자채용정보회사주소홈페이지
434343442022-12-302023-03-08무인기 개발 및 생산, 설계 연구원 채용성우엔지니어링충북 청주시 흥덕구 옥산면 신촌길 23-22 (신촌리)https://www.jobkorea.co.kr/Recruit/Co_Read/Recruit/C/sungwooeng
434443452022-12-302023-03-29인사/총무/안전 담당자 채용스위스포트에이아이케이충북 청주시 청원구 내수읍 오창대로 980 (입상리, 청주국제공항)https://www.jobkorea.co.kr/Recruit/GI_Read/40692488?Oem_Code=C1
434543462022-12-302023-01-09케이터링 인턴 채용에어로케이충북 청주시 청원구 내수읍 오창대로 980 (입상리, 청주국제공항)https://www.work.go.kr/empInfo/empInfoSrch/detail/empDetailAuthView.do?searchInfoType=VALIDATION&callPage=detail&wantedAuthNo=K171112212290029&rtnUrl=/empInfo/empInfoSrch/list/dtlEmpSrchList.do
434643472022-12-302023-01-28국토부 항공교통본부 원어민 강사 파견 (EPTA, 관제탑, 관제사, 조종사 티칭)오에스티앤씨인천 중구 영종대로 184 (운서동, 영종예스타워복합상영관)https://www.jobkorea.co.kr/Recruit/GI_Read/40699072?Oem_Code=C1&logpath=1&stext=%EC%A1%B0%EC%A2%85&listno=1
434743482022-12-302023-03-27드론/무인기/UAV/ 제작 및 조립/pixhwak/ FC 셋팅자이언트드론서울 성동구 자동차시장1길 28 (용답동, 인터텍스빌딩)https://www.jobkorea.co.kr/Recruit/GI_Read/40673159?Oem_Code=C1&logpath=1&stext=%EC%A1%B0%EC%A2%85&listno=21
434843492022-12-302023-01-15인천/김포공항 지상직 여객운송 신입/경력 채용중화항공서울 중구 세종대로 4길 25, 이프라자 빌딩 3층?https://job.incruit.com/jobdb_info/jobpost.asp?job=2212290000290&pco=583&utm_campaign=incruitfeed&utm_source=work.go.kr&utm_medium=referral
434943502022-12-302023-01-122023년도 1분기 1차 별정직(유기계약직) 채용공고한국항공우주연구원대전 유성구 과학로 169-84 (어은동, 한국항공우주연구원)https://kari.recruiter.co.kr/app/jobnotice/view?systemKindCode=MRS2&jobnoticeSn=126971
435043512022-12-302023-01-12KPS사업본부 특수사업직 채용공고한국항공우주연구원대전 유성구 과학로 169-84 (어은동, 한국항공우주연구원)https://kari.recruiter.co.kr/app/jobnotice/view?systemKindCode=MRS2&jobnoticeSn=126974
435143522022-12-302023-01-06항공보안파트너스(주) 상임감사 초빙공고항공보안파트너스서울 강서구 하늘길 38 (방화동, 김포공항, 롯데몰, 스카이시티)https://www.airsecure.kr/?act=board&bbs_code=sub3_2
435243532022-12-302023-02-28드론 교육원 교관모집해남드론전문교육원전남 해남군 마산면 추당길 16 (연구리, 신성교회수양관)https://www.work.go.kr/empInfo/empInfoSrch/detail/empDetailAuthView.do?searchInfoType=VALIDATION&callPage=detail&wantedAuthNo=K162142212290003&rtnUrl=/empInfo/empInfoSrch/list/dtlEmpSrchList.do