Overview

Dataset statistics

Number of variables25
Number of observations207
Missing cells994
Missing cells (%)19.2%
Duplicate rows6
Duplicate rows (%)2.9%
Total size in memory44.8 KiB
Average record size in memory221.6 B

Variable types

Text1
Numeric15
Categorical9

Dataset

Description2014-2019년 문예진흥기금 공모사업 중 문학 분야 "문예지발간" 지원 사업의 계량 성과(예: 생산예술작품수, 자료발간수, 고용인원 등)
Author한국문화예술위원회
URLhttps://www.data.go.kr/data/15076412/fileData.do

Alerts

Dataset has 6 (2.9%) duplicate rowsDuplicates
공연횟수(회) is highly imbalanced (54.5%)Imbalance
창작신작품수(건) has 71 (34.3%) missing valuesMissing
기존국내작품수(건) has 71 (34.3%) missing valuesMissing
번역작품수(건) has 71 (34.3%) missing valuesMissing
생산예술작품수_계(건) has 71 (34.3%) missing valuesMissing
행사기간(일) has 71 (34.3%) missing valuesMissing
행사횟수(회) has 71 (34.3%) missing valuesMissing
자료발간종수(종) has 71 (34.3%) missing valuesMissing
자료발간부수(부) has 71 (34.3%) missing valuesMissing
한국인예술인수(명) has 71 (34.3%) missing valuesMissing
외국인예술인수(명) has 71 (34.3%) missing valuesMissing
참여예술인수_계(명) has 71 (34.3%) missing valuesMissing
고용기간_시간 has 71 (34.3%) missing valuesMissing
고용기간_일 has 71 (34.3%) missing valuesMissing
고용인원(명) has 71 (34.3%) missing valuesMissing
창작신작품수(건) has 5 (2.4%) zerosZeros
기존국내작품수(건) has 93 (44.9%) zerosZeros
번역작품수(건) has 109 (52.7%) zerosZeros
생산예술작품수_계(건) has 5 (2.4%) zerosZeros
행사기간(일) has 96 (46.4%) zerosZeros
행사횟수(회) has 97 (46.9%) zerosZeros
자료발간종수(종) has 75 (36.2%) zerosZeros
자료발간부수(부) has 78 (37.7%) zerosZeros
한국인예술인수(명) has 24 (11.6%) zerosZeros
외국인예술인수(명) has 112 (54.1%) zerosZeros
참여예술인수_계(명) has 24 (11.6%) zerosZeros
고용기간_시간 has 129 (62.3%) zerosZeros
고용기간_일 has 122 (58.9%) zerosZeros
고용인원(명) has 84 (40.6%) zerosZeros

Reproduction

Analysis started2023-12-12 09:14:57.627840
Analysis finished2023-12-12 09:14:57.917420
Duration0.29 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

문학단체명
Text

Distinct62
Distinct (%)30.0%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
2023-12-12T18:14:58.074083image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length5
Median length5
Mean length5
Min length5

Characters and Unicode

Total characters1035
Distinct characters68
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique19 ?
Unique (%)9.2%

Sample

1st row*제**부
2nd row*국**회
3rd row*1**학
4th row*학**네
5th row*학**상
ValueCountFrequency (%)
국**회 45
21.7%
대**학 16
 
7.7%
비**비 10
 
4.8%
학**실 6
 
2.9%
제**부 5
 
2.4%
학**당 5
 
2.4%
디**원 4
 
1.9%
학**사 4
 
1.9%
시**숲 4
 
1.9%
음**음 4
 
1.9%
Other values (52) 104
50.2%
2023-12-12T18:14:58.479064image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
* 621
60.0%
학 56
 
5.4%
국 54
 
5.2%
회 48
 
4.6%
비 20
 
1.9%
대 18
 
1.7%
사 17
 
1.6%
시 11
 
1.1%
음 11
 
1.1%
서 9
 
0.9%
Other values (58) 170
 
16.4%

Most occurring categories

ValueCountFrequency (%)
Other Punctuation 621
60.0%
Other Letter 412
39.8%
Decimal Number 2
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
학 56
 
13.6%
국 54
 
13.1%
회 48
 
11.7%
비 20
 
4.9%
대 18
 
4.4%
사 17
 
4.1%
시 11
 
2.7%
음 11
 
2.7%
서 9
 
2.2%
상 7
 
1.7%
Other values (56) 161
39.1%
Other Punctuation
ValueCountFrequency (%)
* 621
100.0%
Decimal Number
ValueCountFrequency (%)
1 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 623
60.2%
Hangul 412
39.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
학 56
 
13.6%
국 54
 
13.1%
회 48
 
11.7%
비 20
 
4.9%
대 18
 
4.4%
사 17
 
4.1%
시 11
 
2.7%
음 11
 
2.7%
서 9
 
2.2%
상 7
 
1.7%
Other values (56) 161
39.1%
Common
ValueCountFrequency (%)
* 621
99.7%
1 2
 
0.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 623
60.2%
Hangul 412
39.8%

Most frequent character per block

ASCII
ValueCountFrequency (%)
* 621
99.7%
1 2
 
0.3%
Hangul
ValueCountFrequency (%)
학 56
 
13.6%
국 54
 
13.1%
회 48
 
11.7%
비 20
 
4.9%
대 18
 
4.4%
사 17
 
4.1%
시 11
 
2.7%
음 11
 
2.7%
서 9
 
2.2%
상 7
 
1.7%
Other values (56) 161
39.1%

사업연도
Real number (ℝ)

Distinct6
Distinct (%)2.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2016.9662
Minimum2014
Maximum2019
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-12T18:14:58.607396image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2014
5-th percentile2014
Q12015
median2018
Q32019
95-th percentile2019
Maximum2019
Range5
Interquartile range (IQR)4

Descriptive statistics

Standard deviation1.9887588
Coefficient of variation (CV)0.00098601495
Kurtosis-1.3787078
Mean2016.9662
Median Absolute Deviation (MAD)1
Skewness-0.55482535
Sum417512
Variance3.9551616
MonotonicityIncreasing
2023-12-12T18:14:58.724309image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
2018 66
31.9%
2019 57
27.5%
2014 51
24.6%
2015 14
 
6.8%
2017 13
 
6.3%
2016 6
 
2.9%
ValueCountFrequency (%)
2014 51
24.6%
2015 14
 
6.8%
2016 6
 
2.9%
2017 13
 
6.3%
2018 66
31.9%
2019 57
27.5%
ValueCountFrequency (%)
2019 57
27.5%
2018 66
31.9%
2017 13
 
6.3%
2016 6
 
2.9%
2015 14
 
6.8%
2014 51
24.6%

창작신작품수(건)
Real number (ℝ)

MISSING  ZEROS 

Distinct87
Distinct (%)64.0%
Missing71
Missing (%)34.3%
Infinite0
Infinite (%)0.0%
Mean214.55882
Minimum0
Maximum1124
Zeros5
Zeros (%)2.4%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-12T18:14:58.873176image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile4
Q176
median198
Q3287
95-th percentile537.5
Maximum1124
Range1124
Interquartile range (IQR)211

Descriptive statistics

Standard deviation171.40477
Coefficient of variation (CV)0.79887078
Kurtosis5.0717227
Mean214.55882
Median Absolute Deviation (MAD)102
Skewness1.5964184
Sum29180
Variance29379.597
MonotonicityNot monotonic
2023-12-12T18:14:59.063312image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
198 9
 
4.3%
222 5
 
2.4%
0 5
 
2.4%
234 4
 
1.9%
76 4
 
1.9%
219 4
 
1.9%
4 3
 
1.4%
38 3
 
1.4%
8 3
 
1.4%
211 3
 
1.4%
Other values (77) 93
44.9%
(Missing) 71
34.3%
ValueCountFrequency (%)
0 5
2.4%
4 3
1.4%
8 3
1.4%
19 1
 
0.5%
20 1
 
0.5%
23 1
 
0.5%
24 1
 
0.5%
27 1
 
0.5%
28 1
 
0.5%
32 1
 
0.5%
ValueCountFrequency (%)
1124 1
0.5%
689 1
0.5%
572 1
0.5%
563 1
0.5%
555 1
0.5%
552 1
0.5%
545 1
0.5%
535 1
0.5%
522 1
0.5%
501 1
0.5%

기존국내작품수(건)
Real number (ℝ)

MISSING  ZEROS 

Distinct29
Distinct (%)21.3%
Missing71
Missing (%)34.3%
Infinite0
Infinite (%)0.0%
Mean8.1544118
Minimum0
Maximum100
Zeros93
Zeros (%)44.9%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-12T18:14:59.228639image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q38.25
95-th percentile45.75
Maximum100
Range100
Interquartile range (IQR)8.25

Descriptive statistics

Standard deviation18.277644
Coefficient of variation (CV)2.2414424
Kurtosis9.7627861
Mean8.1544118
Median Absolute Deviation (MAD)0
Skewness3.0407189
Sum1109
Variance334.07228
MonotonicityNot monotonic
2023-12-12T18:14:59.365247image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=29)
ValueCountFrequency (%)
0 93
44.9%
20 4
 
1.9%
10 4
 
1.9%
30 3
 
1.4%
5 3
 
1.4%
74 2
 
1.0%
13 2
 
1.0%
18 2
 
1.0%
12 2
 
1.0%
3 2
 
1.0%
Other values (19) 19
 
9.2%
(Missing) 71
34.3%
ValueCountFrequency (%)
0 93
44.9%
1 1
 
0.5%
3 2
 
1.0%
4 1
 
0.5%
5 3
 
1.4%
6 1
 
0.5%
8 1
 
0.5%
9 1
 
0.5%
10 4
 
1.9%
12 2
 
1.0%
ValueCountFrequency (%)
100 1
0.5%
90 1
0.5%
74 2
1.0%
72 1
0.5%
57 1
0.5%
54 1
0.5%
43 1
0.5%
40 1
0.5%
33 1
0.5%
31 1
0.5%

번역작품수(건)
Real number (ℝ)

MISSING  ZEROS 

Distinct11
Distinct (%)8.1%
Missing71
Missing (%)34.3%
Infinite0
Infinite (%)0.0%
Mean1.6911765
Minimum0
Maximum40
Zeros109
Zeros (%)52.7%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-12T18:14:59.505447image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile8
Maximum40
Range40
Interquartile range (IQR)0

Descriptive statistics

Standard deviation5.6535989
Coefficient of variation (CV)3.3429976
Kurtosis31.498906
Mean1.6911765
Median Absolute Deviation (MAD)0
Skewness5.2864083
Sum230
Variance31.963181
MonotonicityNot monotonic
2023-12-12T18:14:59.659025image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
0 109
52.7%
5 8
 
3.9%
4 6
 
2.9%
1 4
 
1.9%
8 2
 
1.0%
40 2
 
1.0%
19 1
 
0.5%
11 1
 
0.5%
21 1
 
0.5%
12 1
 
0.5%
(Missing) 71
34.3%
ValueCountFrequency (%)
0 109
52.7%
1 4
 
1.9%
3 1
 
0.5%
4 6
 
2.9%
5 8
 
3.9%
8 2
 
1.0%
11 1
 
0.5%
12 1
 
0.5%
19 1
 
0.5%
21 1
 
0.5%
ValueCountFrequency (%)
40 2
 
1.0%
21 1
 
0.5%
19 1
 
0.5%
12 1
 
0.5%
11 1
 
0.5%
8 2
 
1.0%
5 8
3.9%
4 6
2.9%
3 1
 
0.5%
1 4
1.9%

생산예술작품수_계(건)
Real number (ℝ)

MISSING  ZEROS 

Distinct91
Distinct (%)66.9%
Missing71
Missing (%)34.3%
Infinite0
Infinite (%)0.0%
Mean224.40441
Minimum0
Maximum1124
Zeros5
Zeros (%)2.4%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-12T18:14:59.847262image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile4
Q191
median198
Q3289.5
95-th percentile560.5
Maximum1124
Range1124
Interquartile range (IQR)198.5

Descriptive statistics

Standard deviation176.83993
Coefficient of variation (CV)0.78804124
Kurtosis4.3753154
Mean224.40441
Median Absolute Deviation (MAD)102
Skewness1.5623847
Sum30519
Variance31272.361
MonotonicityNot monotonic
2023-12-12T18:15:00.014716image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
198 9
 
4.3%
0 5
 
2.4%
227 4
 
1.9%
38 4
 
1.9%
238 4
 
1.9%
4 3
 
1.4%
76 3
 
1.4%
219 3
 
1.4%
210 3
 
1.4%
202 2
 
1.0%
Other values (81) 96
46.4%
(Missing) 71
34.3%
ValueCountFrequency (%)
0 5
2.4%
4 3
1.4%
20 2
 
1.0%
21 2
 
1.0%
23 1
 
0.5%
27 1
 
0.5%
38 4
1.9%
41 2
 
1.0%
45 1
 
0.5%
49 1
 
0.5%
ValueCountFrequency (%)
1124 1
0.5%
689 1
0.5%
670 1
0.5%
652 1
0.5%
599 1
0.5%
563 1
0.5%
562 1
0.5%
560 1
0.5%
555 1
0.5%
542 1
0.5%

공연기간(일)
Categorical

Distinct5
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
0
129 
<NA>
71 
2
 
4
3
 
2
7
 
1

Length

Max length4
Median length1
Mean length2.0289855
Min length1

Unique

Unique1 ?
Unique (%)0.5%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
0 129
62.3%
<NA> 71
34.3%
2 4
 
1.9%
3 2
 
1.0%
7 1
 
0.5%

Length

2023-12-12T18:15:00.205954image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T18:15:00.348917image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 129
62.3%
na 71
34.3%
2 4
 
1.9%
3 2
 
1.0%
7 1
 
0.5%

공연횟수(회)
Categorical

IMBALANCE 

Distinct6
Distinct (%)2.9%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
0
129 
<NA>
71 
1
 
4
2
 
1
3
 
1

Length

Max length4
Median length1
Mean length2.0289855
Min length1

Unique

Unique3 ?
Unique (%)1.4%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
0 129
62.3%
<NA> 71
34.3%
1 4
 
1.9%
2 1
 
0.5%
3 1
 
0.5%
7 1
 
0.5%

Length

2023-12-12T18:15:00.505933image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T18:15:00.642471image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 129
62.3%
na 71
34.3%
1 4
 
1.9%
2 1
 
0.5%
3 1
 
0.5%
7 1
 
0.5%

전시기간(일)
Categorical

Distinct2
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
0
136 
<NA>
71 

Length

Max length4
Median length1
Mean length2.0289855
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
0 136
65.7%
<NA> 71
34.3%

Length

2023-12-12T18:15:00.817801image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T18:15:00.972795image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 136
65.7%
na 71
34.3%

전시횟수(회)
Categorical

Distinct2
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
0
136 
<NA>
71 

Length

Max length4
Median length1
Mean length2.0289855
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
0 136
65.7%
<NA> 71
34.3%

Length

2023-12-12T18:15:01.117208image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T18:15:01.304677image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 136
65.7%
na 71
34.3%

행사기간(일)
Real number (ℝ)

MISSING  ZEROS 

Distinct7
Distinct (%)5.1%
Missing71
Missing (%)34.3%
Infinite0
Infinite (%)0.0%
Mean1.1029412
Minimum0
Maximum13
Zeros96
Zeros (%)46.4%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-12T18:15:01.431546image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile5
Maximum13
Range13
Interquartile range (IQR)1

Descriptive statistics

Standard deviation2.4922975
Coefficient of variation (CV)2.2596831
Kurtosis13.357295
Mean1.1029412
Median Absolute Deviation (MAD)0
Skewness3.438652
Sum150
Variance6.2115468
MonotonicityNot monotonic
2023-12-12T18:15:01.613544image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
0 96
46.4%
2 12
 
5.8%
4 8
 
3.9%
1 7
 
3.4%
3 5
 
2.4%
5 4
 
1.9%
13 4
 
1.9%
(Missing) 71
34.3%
ValueCountFrequency (%)
0 96
46.4%
1 7
 
3.4%
2 12
 
5.8%
3 5
 
2.4%
4 8
 
3.9%
5 4
 
1.9%
13 4
 
1.9%
ValueCountFrequency (%)
13 4
 
1.9%
5 4
 
1.9%
4 8
 
3.9%
3 5
 
2.4%
2 12
 
5.8%
1 7
 
3.4%
0 96
46.4%

행사횟수(회)
Real number (ℝ)

MISSING  ZEROS 

Distinct7
Distinct (%)5.1%
Missing71
Missing (%)34.3%
Infinite0
Infinite (%)0.0%
Mean0.95588235
Minimum0
Maximum13
Zeros97
Zeros (%)46.9%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-12T18:15:01.793105image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile4
Maximum13
Range13
Interquartile range (IQR)1

Descriptive statistics

Standard deviation2.3847281
Coefficient of variation (CV)2.4947925
Kurtosis17.321372
Mean0.95588235
Median Absolute Deviation (MAD)0
Skewness3.9811302
Sum130
Variance5.6869281
MonotonicityNot monotonic
2023-12-12T18:15:01.945456image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
0 97
46.9%
2 16
 
7.7%
1 9
 
4.3%
3 5
 
2.4%
13 4
 
1.9%
4 3
 
1.4%
5 2
 
1.0%
(Missing) 71
34.3%
ValueCountFrequency (%)
0 97
46.9%
1 9
 
4.3%
2 16
 
7.7%
3 5
 
2.4%
4 3
 
1.4%
5 2
 
1.0%
13 4
 
1.9%
ValueCountFrequency (%)
13 4
 
1.9%
5 2
 
1.0%
4 3
 
1.4%
3 5
 
2.4%
2 16
 
7.7%
1 9
 
4.3%
0 97
46.9%

자료발간종수(종)
Real number (ℝ)

MISSING  ZEROS 

Distinct9
Distinct (%)6.6%
Missing71
Missing (%)34.3%
Infinite0
Infinite (%)0.0%
Mean1.8161765
Minimum0
Maximum61
Zeros75
Zeros (%)36.2%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-12T18:15:02.087147image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q33
95-th percentile4
Maximum61
Range61
Interquartile range (IQR)3

Descriptive statistics

Standard deviation5.5004407
Coefficient of variation (CV)3.0285827
Kurtosis100.85942
Mean1.8161765
Median Absolute Deviation (MAD)0
Skewness9.4277039
Sum247
Variance30.254847
MonotonicityNot monotonic
2023-12-12T18:15:02.195377image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
0 75
36.2%
4 26
 
12.6%
1 17
 
8.2%
2 7
 
3.4%
3 6
 
2.9%
8 2
 
1.0%
61 1
 
0.5%
12 1
 
0.5%
5 1
 
0.5%
(Missing) 71
34.3%
ValueCountFrequency (%)
0 75
36.2%
1 17
 
8.2%
2 7
 
3.4%
3 6
 
2.9%
4 26
 
12.6%
5 1
 
0.5%
8 2
 
1.0%
12 1
 
0.5%
61 1
 
0.5%
ValueCountFrequency (%)
61 1
 
0.5%
12 1
 
0.5%
8 2
 
1.0%
5 1
 
0.5%
4 26
 
12.6%
3 6
 
2.9%
2 7
 
3.4%
1 17
 
8.2%
0 75
36.2%

자료발간부수(부)
Real number (ℝ)

MISSING  ZEROS 

Distinct23
Distinct (%)16.9%
Missing71
Missing (%)34.3%
Infinite0
Infinite (%)0.0%
Mean2789.7794
Minimum0
Maximum31000
Zeros78
Zeros (%)37.7%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-12T18:15:02.316584image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q32000
95-th percentile29800
Maximum31000
Range31000
Interquartile range (IQR)2000

Descriptive statistics

Standard deviation7209.1931
Coefficient of variation (CV)2.5841445
Kurtosis10.348919
Mean2789.7794
Median Absolute Deviation (MAD)0
Skewness3.3709539
Sum379410
Variance51972465
MonotonicityNot monotonic
2023-12-12T18:15:02.455698image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=23)
ValueCountFrequency (%)
0 78
37.7%
4000 8
 
3.9%
2000 5
 
2.4%
3000 5
 
2.4%
31000 4
 
1.9%
4 4
 
1.9%
1000 4
 
1.9%
8 4
 
1.9%
29800 4
 
1.9%
5000 3
 
1.4%
Other values (13) 17
 
8.2%
(Missing) 71
34.3%
ValueCountFrequency (%)
0 78
37.7%
4 4
 
1.9%
8 4
 
1.9%
12 1
 
0.5%
100 1
 
0.5%
250 1
 
0.5%
400 2
 
1.0%
1000 4
 
1.9%
1500 1
 
0.5%
1900 2
 
1.0%
ValueCountFrequency (%)
31000 4
1.9%
29800 4
1.9%
13000 1
 
0.5%
8000 1
 
0.5%
6000 3
 
1.4%
5000 3
 
1.4%
4400 1
 
0.5%
4200 1
 
0.5%
4000 8
3.9%
3300 1
 
0.5%

한국인예술인수(명)
Real number (ℝ)

MISSING  ZEROS 

Distinct72
Distinct (%)52.9%
Missing71
Missing (%)34.3%
Infinite0
Infinite (%)0.0%
Mean147.69853
Minimum0
Maximum1100
Zeros24
Zeros (%)11.6%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-12T18:15:02.648516image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q144.75
median123
Q3196.25
95-th percentile422
Maximum1100
Range1100
Interquartile range (IQR)151.5

Descriptive statistics

Standard deviation147.81722
Coefficient of variation (CV)1.0008036
Kurtosis13.200862
Mean147.69853
Median Absolute Deviation (MAD)74
Skewness2.7553813
Sum20087
Variance21849.931
MonotonicityNot monotonic
2023-12-12T18:15:02.851675image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 24
 
11.6%
197 9
 
4.3%
196 5
 
2.4%
175 4
 
1.9%
164 3
 
1.4%
123 3
 
1.4%
76 3
 
1.4%
38 3
 
1.4%
104 3
 
1.4%
109 3
 
1.4%
Other values (62) 76
36.7%
(Missing) 71
34.3%
ValueCountFrequency (%)
0 24
11.6%
11 1
 
0.5%
15 1
 
0.5%
25 1
 
0.5%
35 2
 
1.0%
38 3
 
1.4%
40 1
 
0.5%
41 1
 
0.5%
46 1
 
0.5%
59 2
 
1.0%
ValueCountFrequency (%)
1100 1
0.5%
689 1
0.5%
555 1
0.5%
498 1
0.5%
447 1
0.5%
446 1
0.5%
437 1
0.5%
417 1
0.5%
397 1
0.5%
372 1
0.5%

외국인예술인수(명)
Real number (ℝ)

MISSING  ZEROS 

Distinct7
Distinct (%)5.1%
Missing71
Missing (%)34.3%
Infinite0
Infinite (%)0.0%
Mean0.53676471
Minimum0
Maximum8
Zeros112
Zeros (%)54.1%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-12T18:15:03.036648image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile4.25
Maximum8
Range8
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.5391584
Coefficient of variation (CV)2.8674733
Kurtosis12.38695
Mean0.53676471
Median Absolute Deviation (MAD)0
Skewness3.4864714
Sum73
Variance2.3690087
MonotonicityNot monotonic
2023-12-12T18:15:03.200861image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
0 112
54.1%
1 11
 
5.3%
3 4
 
1.9%
5 4
 
1.9%
8 3
 
1.4%
2 1
 
0.5%
4 1
 
0.5%
(Missing) 71
34.3%
ValueCountFrequency (%)
0 112
54.1%
1 11
 
5.3%
2 1
 
0.5%
3 4
 
1.9%
4 1
 
0.5%
5 4
 
1.9%
8 3
 
1.4%
ValueCountFrequency (%)
8 3
 
1.4%
5 4
 
1.9%
4 1
 
0.5%
3 4
 
1.9%
2 1
 
0.5%
1 11
 
5.3%
0 112
54.1%

참여예술인수_계(명)
Real number (ℝ)

MISSING  ZEROS 

Distinct74
Distinct (%)54.4%
Missing71
Missing (%)34.3%
Infinite0
Infinite (%)0.0%
Mean148.23529
Minimum0
Maximum1100
Zeros24
Zeros (%)11.6%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-12T18:15:03.399082image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q144.75
median130
Q3198
95-th percentile422
Maximum1100
Range1100
Interquartile range (IQR)153.25

Descriptive statistics

Standard deviation147.87213
Coefficient of variation (CV)0.99755007
Kurtosis13.13594
Mean148.23529
Median Absolute Deviation (MAD)68
Skewness2.7421043
Sum20160
Variance21866.166
MonotonicityNot monotonic
2023-12-12T18:15:03.589059image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 24
 
11.6%
198 9
 
4.3%
199 4
 
1.9%
180 4
 
1.9%
109 3
 
1.4%
260 3
 
1.4%
38 3
 
1.4%
131 3
 
1.4%
164 3
 
1.4%
76 3
 
1.4%
Other values (64) 77
37.2%
(Missing) 71
34.3%
ValueCountFrequency (%)
0 24
11.6%
11 1
 
0.5%
15 1
 
0.5%
25 1
 
0.5%
35 2
 
1.0%
38 3
 
1.4%
40 1
 
0.5%
41 1
 
0.5%
46 1
 
0.5%
59 1
 
0.5%
ValueCountFrequency (%)
1100 1
0.5%
689 1
0.5%
555 1
0.5%
498 1
0.5%
447 1
0.5%
446 1
0.5%
437 1
0.5%
417 1
0.5%
397 1
0.5%
372 1
0.5%

주요관객
Categorical

Distinct5
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
일반
120 
<NA>
71 
미분류
 
10
청소년
 
5
기타
 
1

Length

Max length4
Median length2
Mean length2.7584541
Min length2

Unique

Unique1 ?
Unique (%)0.5%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
일반 120
58.0%
<NA> 71
34.3%
미분류 10
 
4.8%
청소년 5
 
2.4%
기타 1
 
0.5%

Length

2023-12-12T18:15:03.798575image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T18:15:04.001513image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
일반 120
58.0%
na 71
34.3%
미분류 10
 
4.8%
청소년 5
 
2.4%
기타 1
 
0.5%

고용유형
Categorical

Distinct6
Distinct (%)2.9%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
미분류
84 
<NA>
71 
1개월~12개월
20 
1일 이내
13 
1일~1주
10 

Length

Max length8
Median length6
Mean length4.178744
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
미분류 84
40.6%
<NA> 71
34.3%
1개월~12개월 20
 
9.7%
1일 이내 13
 
6.3%
1일~1주 10
 
4.8%
1주~1개월 9
 
4.3%

Length

2023-12-12T18:15:04.190037image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T18:15:04.721463image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
미분류 84
38.2%
na 71
32.3%
1개월~12개월 20
 
9.1%
1일 13
 
5.9%
이내 13
 
5.9%
1일~1주 10
 
4.5%
1주~1개월 9
 
4.1%

고용기간_시간
Real number (ℝ)

MISSING  ZEROS 

Distinct7
Distinct (%)5.1%
Missing71
Missing (%)34.3%
Infinite0
Infinite (%)0.0%
Mean0.25
Minimum0
Maximum10
Zeros129
Zeros (%)62.3%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-12T18:15:04.890945image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.25
Maximum10
Range10
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.2924281
Coefficient of variation (CV)5.1697124
Kurtosis36.528105
Mean0.25
Median Absolute Deviation (MAD)0
Skewness5.9157613
Sum34
Variance1.6703704
MonotonicityNot monotonic
2023-12-12T18:15:05.047650image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
0 129
62.3%
2 2
 
1.0%
6 1
 
0.5%
1 1
 
0.5%
10 1
 
0.5%
8 1
 
0.5%
5 1
 
0.5%
(Missing) 71
34.3%
ValueCountFrequency (%)
0 129
62.3%
1 1
 
0.5%
2 2
 
1.0%
5 1
 
0.5%
6 1
 
0.5%
8 1
 
0.5%
10 1
 
0.5%
ValueCountFrequency (%)
10 1
 
0.5%
8 1
 
0.5%
6 1
 
0.5%
5 1
 
0.5%
2 2
 
1.0%
1 1
 
0.5%
0 129
62.3%

고용기간_일
Real number (ℝ)

MISSING  ZEROS 

Distinct6
Distinct (%)4.4%
Missing71
Missing (%)34.3%
Infinite0
Infinite (%)0.0%
Mean0.25
Minimum0
Maximum5
Zeros122
Zeros (%)58.9%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-12T18:15:05.191662image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile2
Maximum5
Range5
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.88401441
Coefficient of variation (CV)3.5360576
Kurtosis16.576035
Mean0.25
Median Absolute Deviation (MAD)0
Skewness4.0563924
Sum34
Variance0.78148148
MonotonicityNot monotonic
2023-12-12T18:15:05.358029image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
0 122
58.9%
1 6
 
2.9%
4 2
 
1.0%
5 2
 
1.0%
2 2
 
1.0%
3 2
 
1.0%
(Missing) 71
34.3%
ValueCountFrequency (%)
0 122
58.9%
1 6
 
2.9%
2 2
 
1.0%
3 2
 
1.0%
4 2
 
1.0%
5 2
 
1.0%
ValueCountFrequency (%)
5 2
 
1.0%
4 2
 
1.0%
3 2
 
1.0%
2 2
 
1.0%
1 6
 
2.9%
0 122
58.9%

고용기간_주
Categorical

Distinct4
Distinct (%)1.9%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
0
131 
<NA>
71 
1
 
3
4
 
2

Length

Max length4
Median length1
Mean length2.0289855
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
0 131
63.3%
<NA> 71
34.3%
1 3
 
1.4%
4 2
 
1.0%

Length

2023-12-12T18:15:05.552607image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T18:15:05.710292image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 131
63.3%
na 71
34.3%
1 3
 
1.4%
4 2
 
1.0%

고용기간_월
Categorical

Distinct5
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
0
118 
<NA>
71 
12
15 
1
 
2
4
 
1

Length

Max length4
Median length1
Mean length2.1014493
Min length1

Unique

Unique1 ?
Unique (%)0.5%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
0 118
57.0%
<NA> 71
34.3%
12 15
 
7.2%
1 2
 
1.0%
4 1
 
0.5%

Length

2023-12-12T18:15:05.882311image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T18:15:06.062510image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 118
57.0%
na 71
34.3%
12 15
 
7.2%
1 2
 
1.0%
4 1
 
0.5%

고용인원(명)
Real number (ℝ)

MISSING  ZEROS 

Distinct20
Distinct (%)14.7%
Missing71
Missing (%)34.3%
Infinite0
Infinite (%)0.0%
Mean17.264706
Minimum0
Maximum447
Zeros84
Zeros (%)40.6%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-12T18:15:06.223433image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q33
95-th percentile150
Maximum447
Range447
Interquartile range (IQR)3

Descriptive statistics

Standard deviation64.617305
Coefficient of variation (CV)3.74274
Kurtosis27.023333
Mean17.264706
Median Absolute Deviation (MAD)0
Skewness4.9857428
Sum2348
Variance4175.3961
MonotonicityNot monotonic
2023-12-12T18:15:06.388033image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=20)
ValueCountFrequency (%)
0 84
40.6%
1 10
 
4.8%
3 8
 
3.9%
2 6
 
2.9%
4 6
 
2.9%
12 4
 
1.9%
8 2
 
1.0%
5 2
 
1.0%
25 2
 
1.0%
150 2
 
1.0%
Other values (10) 10
 
4.8%
(Missing) 71
34.3%
ValueCountFrequency (%)
0 84
40.6%
1 10
 
4.8%
2 6
 
2.9%
3 8
 
3.9%
4 6
 
2.9%
5 2
 
1.0%
7 1
 
0.5%
8 2
 
1.0%
12 4
 
1.9%
14 1
 
0.5%
ValueCountFrequency (%)
447 1
0.5%
417 1
0.5%
298 1
0.5%
167 1
0.5%
153 1
0.5%
152 1
0.5%
150 2
1.0%
105 1
0.5%
94 1
0.5%
25 2
1.0%

고용대상
Categorical

Distinct4
Distinct (%)1.9%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
미분류
84 
<NA>
71 
일반
35 
청년
17 

Length

Max length4
Median length3
Mean length3.0917874
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
미분류 84
40.6%
<NA> 71
34.3%
일반 35
16.9%
청년 17
 
8.2%

Length

2023-12-12T18:15:06.585911image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T18:15:06.756165image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
미분류 84
40.6%
na 71
34.3%
일반 35
16.9%
청년 17
 
8.2%

Sample

문학단체명사업연도창작신작품수(건)기존국내작품수(건)번역작품수(건)생산예술작품수_계(건)공연기간(일)공연횟수(회)전시기간(일)전시횟수(회)행사기간(일)행사횟수(회)자료발간종수(종)자료발간부수(부)한국인예술인수(명)외국인예술인수(명)참여예술인수_계(명)주요관객고용유형고용기간_시간고용기간_일고용기간_주고용기간_월고용인원(명)고용대상
0*제**부2014<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
1*국**회2014<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
2*1**학2014<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
3*학**네2014<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
4*학**상2014<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
5*음**사2014<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
6*천**학2014<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
7*행**사2014<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
8*년**작2014<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
9*간**선2014<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
문학단체명사업연도창작신작품수(건)기존국내작품수(건)번역작품수(건)생산예술작품수_계(건)공연기간(일)공연횟수(회)전시기간(일)전시횟수(회)행사기간(일)행사횟수(회)자료발간종수(종)자료발간부수(부)한국인예술인수(명)외국인예술인수(명)참여예술인수_계(명)주요관객고용유형고용기간_시간고용기간_일고용기간_주고용기간_월고용인원(명)고용대상
197*와**시201936200362000022442002040204일반미분류00000미분류
198*국**회20192300230000114200015015일반미분류00000미분류
199*시**아201960040100000022001300130일반1개월~12개월000123일반
200*국**회201950100501000000004470447일반1주~1개월0000447일반
201*행**사201919403197000000001090109일반미분류00000미분류
202*국**연201957290867000000000000일반미분류00000미분류
203*대**학2019378121391000000002991300일반미분류00000미분류
204*국**회201936000360000011101200120일반미분류00000미분류
205*천**학20197474014800000000000일반1개월~12개월00001청년
206*천**학20197474014800000000000일반1개월~12개월00001일반

Duplicate rows

Most frequently occurring

문학단체명사업연도창작신작품수(건)기존국내작품수(건)번역작품수(건)생산예술작품수_계(건)공연기간(일)공연횟수(회)전시기간(일)전시횟수(회)행사기간(일)행사횟수(회)자료발간종수(종)자료발간부수(부)한국인예술인수(명)외국인예술인수(명)참여예술인수_계(명)주요관객고용유형고용기간_시간고용기간_일고용기간_주고용기간_월고용인원(명)고용대상# duplicates
0*국**회2014<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>10
2*국**회2016<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>5
1*국**회2015<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>2
3*대**학2014<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>2
4*대**학2015<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>2
5*대**학201819800198000000001971198일반1주~1개월00104청년2