Overview

Dataset statistics

Number of variables5
Number of observations25
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.2 KiB
Average record size in memory49.3 B

Variable types

Text1
Numeric4

Dataset

Description국가과학기술연구회 소관 25개 출연연구기관의 인력정보(정규직,무기계약직,직종별 비율 포함)를 제공합니다.
Author국가과학기술연구회
URLhttps://www.data.go.kr/data/15045195/fileData.do

Alerts

정규직 정원 is highly overall correlated with 정규직 현원High correlation
정규직 현원 is highly overall correlated with 정규직 정원High correlation
무기계약직 정원 is highly overall correlated with 무기계약직 현원High correlation
무기계약직 현원 is highly overall correlated with 무기계약직 정원High correlation
기관명 has unique valuesUnique
무기계약직 현원 has 1 (4.0%) zerosZeros

Reproduction

Analysis started2023-12-12 09:30:18.646837
Analysis finished2023-12-12 09:30:20.644616
Duration2 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

기관명
Text

UNIQUE 

Distinct25
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
2023-12-12T18:30:20.838460image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length11
Median length10
Mean length8.28
Min length5

Characters and Unicode

Total characters207
Distinct characters58
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique25 ?
Unique (%)100.0%

Sample

1st row한국과학기술연구원
2nd row녹색기술센터
3rd row한국기초과학지원연구원
4th row국가핵융합연구소
5th row한국천문연구원
ValueCountFrequency (%)
한국과학기술연구원 1
 
4.0%
한국표준과학연구원 1
 
4.0%
안전성평가연구소 1
 
4.0%
한국화학연구원 1
 
4.0%
한국전기연구원 1
 
4.0%
한국에너지기술연구원 1
 
4.0%
한국항공우주연구원 1
 
4.0%
재료연구소 1
 
4.0%
한국기계연구원 1
 
4.0%
한국지질자원연구원 1
 
4.0%
Other values (15) 15
60.0%
2023-12-12T18:30:21.271716image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
연 24
 
11.6%
구 24
 
11.6%
원 22
 
10.6%
국 21
 
10.1%
한 20
 
9.7%
기 11
 
5.3%
술 8
 
3.9%
학 7
 
3.4%
소 5
 
2.4%
과 4
 
1.9%
Other values (48) 61
29.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 207
100.0%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
연 24
 
11.6%
구 24
 
11.6%
원 22
 
10.6%
국 21
 
10.1%
한 20
 
9.7%
기 11
 
5.3%
술 8
 
3.9%
학 7
 
3.4%
소 5
 
2.4%
과 4
 
1.9%
Other values (48) 61
29.5%

Most occurring scripts

ValueCountFrequency (%)
Hangul 207
100.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
연 24
 
11.6%
구 24
 
11.6%
원 22
 
10.6%
국 21
 
10.1%
한 20
 
9.7%
기 11
 
5.3%
술 8
 
3.9%
학 7
 
3.4%
소 5
 
2.4%
과 4
 
1.9%
Other values (48) 61
29.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 207
100.0%

Most frequent character per block

Hangul
ValueCountFrequency (%)
연 24
 
11.6%
구 24
 
11.6%
원 22
 
10.6%
국 21
 
10.1%
한 20
 
9.7%
기 11
 
5.3%
술 8
 
3.9%
학 7
 
3.4%
소 5
 
2.4%
과 4
 
1.9%
Other values (48) 61
29.5%

정규직 정원
Real number (ℝ)

HIGH CORRELATION 

Distinct24
Distinct (%)96.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean590
Minimum52
Maximum2209
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size357.0 B
2023-12-12T18:30:21.434685image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum52
5-th percentile118.8
Q1346
median481
Q3610
95-th percentile1559
Maximum2209
Range2157
Interquartile range (IQR)264

Descriptive statistics

Standard deviation475.3447
Coefficient of variation (CV)0.80566898
Kurtosis5.6173352
Mean590
Median Absolute Deviation (MAD)135
Skewness2.2259024
Sum14750
Variance225952.58
MonotonicityNot monotonic
2023-12-12T18:30:21.572606image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=24)
ValueCountFrequency (%)
354 2
 
8.0%
839 1
 
4.0%
481 1
 
4.0%
1696 1
 
4.0%
342 1
 
4.0%
474 1
 
4.0%
571 1
 
4.0%
550 1
 
4.0%
1011 1
 
4.0%
456 1
 
4.0%
Other values (14) 14
56.0%
ValueCountFrequency (%)
52 1
4.0%
93 1
4.0%
222 1
4.0%
283 1
4.0%
293 1
4.0%
342 1
4.0%
346 1
4.0%
354 2
8.0%
381 1
4.0%
456 1
4.0%
ValueCountFrequency (%)
2209 1
4.0%
1696 1
4.0%
1011 1
4.0%
953 1
4.0%
839 1
4.0%
674 1
4.0%
610 1
4.0%
571 1
4.0%
550 1
4.0%
528 1
4.0%

정규직 현원
Real number (ℝ)

HIGH CORRELATION 

Distinct24
Distinct (%)96.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean581
Minimum49
Maximum2162
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size357.0 B
2023-12-12T18:30:21.735393image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum49
5-th percentile118.8
Q1340
median467
Q3605
95-th percentile1545
Maximum2162
Range2113
Interquartile range (IQR)265

Descriptive statistics

Standard deviation468.85392
Coefficient of variation (CV)0.80697749
Kurtosis5.3876168
Mean581
Median Absolute Deviation (MAD)127
Skewness2.1883351
Sum14525
Variance219824
MonotonicityNot monotonic
2023-12-12T18:30:21.893208image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=24)
ValueCountFrequency (%)
340 2
 
8.0%
842 1
 
4.0%
474 1
 
4.0%
1680 1
 
4.0%
458 1
 
4.0%
563 1
 
4.0%
543 1
 
4.0%
1005 1
 
4.0%
352 1
 
4.0%
449 1
 
4.0%
Other values (14) 14
56.0%
ValueCountFrequency (%)
49 1
4.0%
93 1
4.0%
222 1
4.0%
278 1
4.0%
282 1
4.0%
340 2
8.0%
344 1
4.0%
348 1
4.0%
352 1
4.0%
449 1
4.0%
ValueCountFrequency (%)
2162 1
4.0%
1680 1
4.0%
1005 1
4.0%
943 1
4.0%
842 1
4.0%
672 1
4.0%
605 1
4.0%
563 1
4.0%
543 1
4.0%
524 1
4.0%

무기계약직 정원
Real number (ℝ)

HIGH CORRELATION 

Distinct22
Distinct (%)88.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean57.52
Minimum6
Maximum190
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size357.0 B
2023-12-12T18:30:22.042496image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum6
5-th percentile6.8
Q122
median39
Q373
95-th percentile159.8
Maximum190
Range184
Interquartile range (IQR)51

Descriptive statistics

Standard deviation50.914242
Coefficient of variation (CV)0.88515719
Kurtosis0.95470041
Mean57.52
Median Absolute Deviation (MAD)28
Skewness1.2974746
Sum1438
Variance2592.26
MonotonicityNot monotonic
2023-12-12T18:30:22.194962image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
39 2
 
8.0%
6 2
 
8.0%
11 2
 
8.0%
131 1
 
4.0%
24 1
 
4.0%
31 1
 
4.0%
167 1
 
4.0%
111 1
 
4.0%
21 1
 
4.0%
42 1
 
4.0%
Other values (12) 12
48.0%
ValueCountFrequency (%)
6 2
8.0%
10 1
4.0%
11 2
8.0%
21 1
4.0%
22 1
4.0%
24 1
4.0%
31 1
4.0%
33 1
4.0%
37 1
4.0%
39 2
8.0%
ValueCountFrequency (%)
190 1
4.0%
167 1
4.0%
131 1
4.0%
128 1
4.0%
111 1
4.0%
80 1
4.0%
73 1
4.0%
72 1
4.0%
60 1
4.0%
48 1
4.0%

무기계약직 현원
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct22
Distinct (%)88.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean52.24
Minimum0
Maximum188
Zeros1
Zeros (%)4.0%
Negative0
Negative (%)0.0%
Memory size357.0 B
2023-12-12T18:30:22.357999image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile5.2
Q111
median39
Q370
95-th percentile153.6
Maximum188
Range188
Interquartile range (IQR)59

Descriptive statistics

Standard deviation51.049225
Coefficient of variation (CV)0.97720568
Kurtosis1.0812938
Mean52.24
Median Absolute Deviation (MAD)28
Skewness1.3426903
Sum1306
Variance2606.0233
MonotonicityNot monotonic
2023-12-12T18:30:22.518310image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
11 3
 
12.0%
22 2
 
8.0%
0 1
 
4.0%
29 1
 
4.0%
6 1
 
4.0%
160 1
 
4.0%
111 1
 
4.0%
20 1
 
4.0%
42 1
 
4.0%
70 1
 
4.0%
Other values (12) 12
48.0%
ValueCountFrequency (%)
0 1
 
4.0%
5 1
 
4.0%
6 1
 
4.0%
10 1
 
4.0%
11 3
12.0%
20 1
 
4.0%
22 2
8.0%
29 1
 
4.0%
32 1
 
4.0%
39 1
 
4.0%
ValueCountFrequency (%)
188 1
4.0%
160 1
4.0%
128 1
4.0%
118 1
4.0%
111 1
4.0%
73 1
4.0%
70 1
4.0%
59 1
4.0%
48 1
4.0%
46 1
4.0%

Interactions

2023-12-12T18:30:19.999691image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:30:18.823639image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:30:19.205247image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:30:19.582886image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:30:20.123865image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:30:18.914151image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:30:19.298329image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:30:19.666131image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:30:20.244523image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:30:19.002356image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:30:19.392105image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:30:19.768004image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:30:20.349349image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:30:19.098452image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:30:19.483977image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:30:19.875728image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T18:30:22.645049image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
기관명정규직 정원정규직 현원무기계약직 정원무기계약직 현원
기관명1.0001.0001.0001.0001.000
정규직 정원1.0001.0000.9990.4400.553
정규직 현원1.0000.9991.0000.4700.638
무기계약직 정원1.0000.4400.4701.0000.931
무기계약직 현원1.0000.5530.6380.9311.000
2023-12-12T18:30:22.775413image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
정규직 정원정규직 현원무기계약직 정원무기계약직 현원
정규직 정원1.0000.9970.2370.307
정규직 현원0.9971.0000.2220.300
무기계약직 정원0.2370.2221.0000.923
무기계약직 현원0.3070.3000.9231.000

Missing values

2023-12-12T18:30:20.492678image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T18:30:20.592216image/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

기관명정규직 정원정규직 현원무기계약직 정원무기계약직 현원
0한국과학기술연구원839842131128
1녹색기술센터52491111
2한국기초과학지원연구원3543444848
3국가핵융합연구소3463407373
4한국천문연구원2222226059
5한국생명공학연구원6106054646
6한국과학기술정보연구원4844678045
7한국한의학연구원2932783939
8한국생산기술연구원953943190188
9한국전자통신연구원22092162128118
기관명정규직 정원정규직 현원무기계약직 정원무기계약직 현원
15세계김치연구소93931010
16한국지질자원연구원4944903332
17한국기계연구원4564497270
18재료연구소3543524242
19한국항공우주연구원101110051111
20한국에너지기술연구원5505432120
21한국전기연구원571563111111
22한국화학연구원474458167160
23안전성평가연구소34234066
24한국원자력연구원169616803129