Overview

Dataset statistics

Number of variables25
Number of observations88
Missing cells330
Missing cells (%)15.0%
Duplicate rows3
Duplicate rows (%)3.4%
Total size in memory19.1 KiB
Average record size in memory222.5 B

Variable types

Categorical15
Numeric10

Dataset

Description2014, 2015, 2018, 2019년 문예진흥기금 공모사업 중 문학 분야 "문학행사 및 연구" 지원 사업의 계량 성과(예: 행사일수, 행사횟수, 참여 예술인 수 등)
Author한국문화예술위원회
URLhttps://www.data.go.kr/data/15076444/fileData.do

Alerts

Dataset has 3 (3.4%) duplicate rowsDuplicates
창작신작품수(건) has 33 (37.5%) missing valuesMissing
생산예술작품수_계(건) has 33 (37.5%) missing valuesMissing
공연횟수(회) has 33 (37.5%) missing valuesMissing
행사횟수(회) has 33 (37.5%) missing valuesMissing
자료발간부수(부) has 33 (37.5%) missing valuesMissing
한국인예술인수(명) has 33 (37.5%) missing valuesMissing
참여예술인수_계(건) has 33 (37.5%) missing valuesMissing
고용기간_시간 has 34 (38.6%) missing valuesMissing
고용기간_주 has 34 (38.6%) missing valuesMissing
고용인원(명) has 31 (35.2%) missing valuesMissing
창작신작품수(건) has 9 (10.2%) zerosZeros
생산예술작품수_계(건) has 9 (10.2%) zerosZeros
공연횟수(회) has 23 (26.1%) zerosZeros
행사횟수(회) has 11 (12.5%) zerosZeros
자료발간부수(부) has 22 (25.0%) zerosZeros
고용기간_시간 has 34 (38.6%) zerosZeros
고용기간_주 has 43 (48.9%) zerosZeros
고용인원(명) has 3 (3.4%) zerosZeros

Reproduction

Analysis started2023-12-12 22:51:35.494742
Analysis finished2023-12-12 22:51:35.857577
Duration0.36 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

문학단체명
Categorical

Distinct28
Distinct (%)31.8%
Missing0
Missing (%)0.0%
Memory size836.0 B
*국**회
23 
*동**회
13 
*국**의
7 
*디**원
6 
*학**실
4 
Other values (23)
35 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique15 ?
Unique (%)17.0%

Sample

1st row*국**회
2nd row*색**원
3rd row*린**회
4th row*랑**회
5th row*국**회

Common Values

ValueCountFrequency (%)
*국**회 23
26.1%
*동**회 13
14.8%
*국**의 7
 
8.0%
*디**원 6
 
6.8%
*학**실 4
 
4.5%
*간**학 4
 
4.5%
*B**회 4
 
4.5%
*주**의 2
 
2.3%
*국**관 2
 
2.3%
*학**사 2
 
2.3%
Other values (18) 21
23.9%

Length

2023-12-13T07:51:35.961446image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
국**회 23
26.1%
동**회 13
14.8%
국**의 7
 
8.0%
디**원 6
 
6.8%
학**실 4
 
4.5%
간**학 4
 
4.5%
b**회 4
 
4.5%
린**대 2
 
2.3%
린**회 2
 
2.3%
우**터 2
 
2.3%
Other values (18) 21
23.9%

사업연도
Categorical

Distinct4
Distinct (%)4.5%
Missing0
Missing (%)0.0%
Memory size836.0 B
2019
28 
2018
27 
2014
22 
2015
11 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2014
2nd row2014
3rd row2014
4th row2014
5th row2014

Common Values

ValueCountFrequency (%)
2019 28
31.8%
2018 27
30.7%
2014 22
25.0%
2015 11
 
12.5%

Length

2023-12-13T07:51:36.168445image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:51:36.391086image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2019 28
31.8%
2018 27
30.7%
2014 22
25.0%
2015 11
 
12.5%

창작신작품수(건)
Real number (ℝ)

MISSING  ZEROS 

Distinct10
Distinct (%)18.2%
Missing33
Missing (%)37.5%
Infinite0
Infinite (%)0.0%
Mean9.3818182
Minimum0
Maximum88
Zeros9
Zeros (%)10.2%
Negative0
Negative (%)0.0%
Memory size924.0 B
2023-12-13T07:51:36.561709image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q13
median4
Q39
95-th percentile30
Maximum88
Range88
Interquartile range (IQR)6

Descriptive statistics

Standard deviation17.411672
Coefficient of variation (CV)1.8558953
Kurtosis14.25999
Mean9.3818182
Median Absolute Deviation (MAD)3
Skewness3.6451311
Sum516
Variance303.16633
MonotonicityNot monotonic
2023-12-13T07:51:36.659267image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
3 12
 
13.6%
0 9
 
10.2%
9 8
 
9.1%
5 7
 
8.0%
4 6
 
6.8%
30 5
 
5.7%
1 4
 
4.5%
88 2
 
2.3%
12 1
 
1.1%
7 1
 
1.1%
(Missing) 33
37.5%
ValueCountFrequency (%)
0 9
10.2%
1 4
 
4.5%
3 12
13.6%
4 6
6.8%
5 7
8.0%
7 1
 
1.1%
9 8
9.1%
12 1
 
1.1%
30 5
5.7%
88 2
 
2.3%
ValueCountFrequency (%)
88 2
 
2.3%
30 5
5.7%
12 1
 
1.1%
9 8
9.1%
7 1
 
1.1%
5 7
8.0%
4 6
6.8%
3 12
13.6%
1 4
 
4.5%
0 9
10.2%

기존국내작품수(건)
Categorical

Distinct6
Distinct (%)6.8%
Missing0
Missing (%)0.0%
Memory size836.0 B
0
36 
<NA>
33 
7
11 
3
5 
1
 
2

Length

Max length4
Median length1
Mean length2.125
Min length1

Unique

Unique1 ?
Unique (%)1.1%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
40.9%
<NA> 33
37.5%
7 11
 
12.5%
3 5
 
5.7%
1 2
 
2.3%
4 1
 
1.1%

Length

2023-12-13T07:51:36.790510image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:51:36.926375image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
40.9%
na 33
37.5%
7 11
 
12.5%
3 5
 
5.7%
1 2
 
2.3%
4 1
 
1.1%

기존외국작품수(건)
Categorical

Distinct2
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size836.0 B
0
55 
<NA>
33 

Length

Max length4
Median length1
Mean length2.125
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 55
62.5%
<NA> 33
37.5%

Length

2023-12-13T07:51:37.061847image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:51:37.172489image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 55
62.5%
na 33
37.5%

생산예술작품수_계(건)
Real number (ℝ)

MISSING  ZEROS 

Distinct11
Distinct (%)20.0%
Missing33
Missing (%)37.5%
Infinite0
Infinite (%)0.0%
Mean11.163636
Minimum0
Maximum88
Zeros9
Zeros (%)10.2%
Negative0
Negative (%)0.0%
Memory size924.0 B
2023-12-13T07:51:37.300744image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q13
median5
Q316
95-th percentile30
Maximum88
Range88
Interquartile range (IQR)13

Descriptive statistics

Standard deviation17.417279
Coefficient of variation (CV)1.5601797
Kurtosis12.698405
Mean11.163636
Median Absolute Deviation (MAD)5
Skewness3.3370258
Sum614
Variance303.36162
MonotonicityNot monotonic
2023-12-13T07:51:37.406963image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
0 9
 
10.2%
16 9
 
10.2%
4 7
 
8.0%
3 6
 
6.8%
30 5
 
5.7%
5 4
 
4.5%
1 4
 
4.5%
6 4
 
4.5%
12 3
 
3.4%
7 2
 
2.3%
(Missing) 33
37.5%
ValueCountFrequency (%)
0 9
10.2%
1 4
4.5%
3 6
6.8%
4 7
8.0%
5 4
4.5%
6 4
4.5%
7 2
 
2.3%
12 3
 
3.4%
16 9
10.2%
30 5
5.7%
ValueCountFrequency (%)
88 2
 
2.3%
30 5
5.7%
16 9
10.2%
12 3
 
3.4%
7 2
 
2.3%
6 4
4.5%
5 4
4.5%
4 7
8.0%
3 6
6.8%
1 4
4.5%

공연기간(일)
Categorical

Distinct5
Distinct (%)5.7%
Missing0
Missing (%)0.0%
Memory size836.0 B
<NA>
33 
0
23 
1
18 
8
8 
2
6 

Length

Max length4
Median length1
Mean length2.125
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 (%)
<NA> 33
37.5%
0 23
26.1%
1 18
20.5%
8 8
 
9.1%
2 6
 
6.8%

Length

2023-12-13T07:51:37.516719image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:51:37.633698image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 33
37.5%
0 23
26.1%
1 18
20.5%
8 8
 
9.1%
2 6
 
6.8%

공연횟수(회)
Real number (ℝ)

MISSING  ZEROS 

Distinct6
Distinct (%)10.9%
Missing33
Missing (%)37.5%
Infinite0
Infinite (%)0.0%
Mean2.1090909
Minimum0
Maximum16
Zeros23
Zeros (%)26.1%
Negative0
Negative (%)0.0%
Memory size924.0 B
2023-12-13T07:51:37.966860image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q32
95-th percentile8
Maximum16
Range16
Interquartile range (IQR)2

Descriptive statistics

Standard deviation3.3702002
Coefficient of variation (CV)1.5979397
Kurtosis4.4586959
Mean2.1090909
Median Absolute Deviation (MAD)1
Skewness2.0769795
Sum116
Variance11.358249
MonotonicityNot monotonic
2023-12-13T07:51:38.070305image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
0 23
26.1%
1 18
20.5%
8 8
 
9.1%
3 4
 
4.5%
6 1
 
1.1%
16 1
 
1.1%
(Missing) 33
37.5%
ValueCountFrequency (%)
0 23
26.1%
1 18
20.5%
3 4
 
4.5%
6 1
 
1.1%
8 8
 
9.1%
16 1
 
1.1%
ValueCountFrequency (%)
16 1
 
1.1%
8 8
 
9.1%
6 1
 
1.1%
3 4
 
4.5%
1 18
20.5%
0 23
26.1%

전시기간(일)
Categorical

Distinct3
Distinct (%)3.4%
Missing0
Missing (%)0.0%
Memory size836.0 B
0
49 
<NA>
33 
1
6 

Length

Max length4
Median length1
Mean length2.125
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 49
55.7%
<NA> 33
37.5%
1 6
 
6.8%

Length

2023-12-13T07:51:38.181961image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:51:38.268607image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 49
55.7%
na 33
37.5%
1 6
 
6.8%

전시횟수(회)
Categorical

Distinct3
Distinct (%)3.4%
Missing0
Missing (%)0.0%
Memory size836.0 B
0
49 
<NA>
33 
1
6 

Length

Max length4
Median length1
Mean length2.125
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 49
55.7%
<NA> 33
37.5%
1 6
 
6.8%

Length

2023-12-13T07:51:38.367748image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:51:38.475198image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 49
55.7%
na 33
37.5%
1 6
 
6.8%

행사기간(일)
Categorical

Distinct6
Distinct (%)6.8%
Missing0
Missing (%)0.0%
Memory size836.0 B
<NA>
33 
1
33 
0
11 
2
8 
4
 
2

Length

Max length4
Median length1
Mean length2.125
Min length1

Unique

Unique1 ?
Unique (%)1.1%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 33
37.5%
1 33
37.5%
0 11
 
12.5%
2 8
 
9.1%
4 2
 
2.3%
3 1
 
1.1%

Length

2023-12-13T07:51:38.608010image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:51:38.733812image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 33
37.5%
1 33
37.5%
0 11
 
12.5%
2 8
 
9.1%
4 2
 
2.3%
3 1
 
1.1%

행사횟수(회)
Real number (ℝ)

MISSING  ZEROS 

Distinct6
Distinct (%)10.9%
Missing33
Missing (%)37.5%
Infinite0
Infinite (%)0.0%
Mean1.6
Minimum0
Maximum8
Zeros11
Zeros (%)12.5%
Negative0
Negative (%)0.0%
Memory size924.0 B
2023-12-13T07:51:38.832131image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median1
Q32
95-th percentile5.2
Maximum8
Range8
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.8418992
Coefficient of variation (CV)1.151187
Kurtosis6.1660682
Mean1.6
Median Absolute Deviation (MAD)1
Skewness2.3906593
Sum88
Variance3.3925926
MonotonicityNot monotonic
2023-12-13T07:51:38.936998image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
1 27
30.7%
0 11
 
12.5%
2 7
 
8.0%
3 5
 
5.7%
8 3
 
3.4%
4 2
 
2.3%
(Missing) 33
37.5%
ValueCountFrequency (%)
0 11
12.5%
1 27
30.7%
2 7
 
8.0%
3 5
 
5.7%
4 2
 
2.3%
8 3
 
3.4%
ValueCountFrequency (%)
8 3
 
3.4%
4 2
 
2.3%
3 5
 
5.7%
2 7
 
8.0%
1 27
30.7%
0 11
12.5%

자료발간종수(종)
Categorical

Distinct5
Distinct (%)5.7%
Missing0
Missing (%)0.0%
Memory size836.0 B
<NA>
33 
1
29 
0
21 
2
4 
3
 
1

Length

Max length4
Median length1
Mean length2.125
Min length1

Unique

Unique1 ?
Unique (%)1.1%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 33
37.5%
1 29
33.0%
0 21
23.9%
2 4
 
4.5%
3 1
 
1.1%

Length

2023-12-13T07:51:39.045532image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:51:39.150317image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 33
37.5%
1 29
33.0%
0 21
23.9%
2 4
 
4.5%
3 1
 
1.1%

자료발간부수(부)
Real number (ℝ)

MISSING  ZEROS 

Distinct10
Distinct (%)18.2%
Missing33
Missing (%)37.5%
Infinite0
Infinite (%)0.0%
Mean164.47273
Minimum0
Maximum1100
Zeros22
Zeros (%)25.0%
Negative0
Negative (%)0.0%
Memory size924.0 B
2023-12-13T07:51:39.237899image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q3300
95-th percentile530
Maximum1100
Range1100
Interquartile range (IQR)300

Descriptive statistics

Standard deviation252.5201
Coefficient of variation (CV)1.5353312
Kurtosis3.9088658
Mean164.47273
Median Absolute Deviation (MAD)1
Skewness1.9242765
Sum9046
Variance63766.402
MonotonicityNot monotonic
2023-12-13T07:51:39.346477image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
0 22
25.0%
80 8
 
9.1%
300 7
 
8.0%
500 6
 
6.8%
1 6
 
6.8%
100 2
 
2.3%
600 1
 
1.1%
400 1
 
1.1%
1000 1
 
1.1%
1100 1
 
1.1%
(Missing) 33
37.5%
ValueCountFrequency (%)
0 22
25.0%
1 6
 
6.8%
80 8
 
9.1%
100 2
 
2.3%
300 7
 
8.0%
400 1
 
1.1%
500 6
 
6.8%
600 1
 
1.1%
1000 1
 
1.1%
1100 1
 
1.1%
ValueCountFrequency (%)
1100 1
 
1.1%
1000 1
 
1.1%
600 1
 
1.1%
500 6
 
6.8%
400 1
 
1.1%
300 7
 
8.0%
100 2
 
2.3%
80 8
 
9.1%
1 6
 
6.8%
0 22
25.0%

한국인예술인수(명)
Real number (ℝ)

MISSING 

Distinct12
Distinct (%)21.8%
Missing33
Missing (%)37.5%
Infinite0
Infinite (%)0.0%
Mean24.254545
Minimum8
Maximum150
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size924.0 B
2023-12-13T07:51:39.437718image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum8
5-th percentile8.7
Q112
median12
Q323
95-th percentile104
Maximum150
Range142
Interquartile range (IQR)11

Descriptive statistics

Standard deviation30.824004
Coefficient of variation (CV)1.2708547
Kurtosis10.204997
Mean24.254545
Median Absolute Deviation (MAD)3
Skewness3.2552638
Sum1334
Variance950.11919
MonotonicityNot monotonic
2023-12-13T07:51:39.529082image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
12 17
19.3%
20 8
 
9.1%
23 7
 
8.0%
10 5
 
5.7%
9 4
 
4.5%
27 3
 
3.4%
8 3
 
3.4%
14 2
 
2.3%
150 2
 
2.3%
104 2
 
2.3%
Other values (2) 2
 
2.3%
(Missing) 33
37.5%
ValueCountFrequency (%)
8 3
 
3.4%
9 4
 
4.5%
10 5
 
5.7%
12 17
19.3%
14 2
 
2.3%
20 8
9.1%
22 1
 
1.1%
23 7
8.0%
27 3
 
3.4%
60 1
 
1.1%
ValueCountFrequency (%)
150 2
 
2.3%
104 2
 
2.3%
60 1
 
1.1%
27 3
 
3.4%
23 7
8.0%
22 1
 
1.1%
20 8
9.1%
14 2
 
2.3%
12 17
19.3%
10 5
 
5.7%

외국인예술인수(명)
Categorical

Distinct3
Distinct (%)3.4%
Missing0
Missing (%)0.0%
Memory size836.0 B
0
50 
<NA>
33 
2
 
5

Length

Max length4
Median length1
Mean length2.125
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 50
56.8%
<NA> 33
37.5%
2 5
 
5.7%

Length

2023-12-13T07:51:39.643265image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:51:39.769032image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 50
56.8%
na 33
37.5%
2 5
 
5.7%

참여예술인수_계(건)
Real number (ℝ)

MISSING 

Distinct12
Distinct (%)21.8%
Missing33
Missing (%)37.5%
Infinite0
Infinite (%)0.0%
Mean24.436364
Minimum8
Maximum150
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size924.0 B
2023-12-13T07:51:39.851178image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum8
5-th percentile8.7
Q112
median14
Q323
95-th percentile104
Maximum150
Range142
Interquartile range (IQR)11

Descriptive statistics

Standard deviation30.755766
Coefficient of variation (CV)1.2586065
Kurtosis10.239519
Mean24.436364
Median Absolute Deviation (MAD)5
Skewness3.2610912
Sum1344
Variance945.91717
MonotonicityNot monotonic
2023-12-13T07:51:39.999215image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
12 12
 
13.6%
20 8
 
9.1%
14 7
 
8.0%
23 7
 
8.0%
10 5
 
5.7%
9 4
 
4.5%
27 3
 
3.4%
8 3
 
3.4%
150 2
 
2.3%
104 2
 
2.3%
Other values (2) 2
 
2.3%
(Missing) 33
37.5%
ValueCountFrequency (%)
8 3
 
3.4%
9 4
 
4.5%
10 5
5.7%
12 12
13.6%
14 7
8.0%
20 8
9.1%
22 1
 
1.1%
23 7
8.0%
27 3
 
3.4%
60 1
 
1.1%
ValueCountFrequency (%)
150 2
 
2.3%
104 2
 
2.3%
60 1
 
1.1%
27 3
 
3.4%
23 7
8.0%
22 1
 
1.1%
20 8
9.1%
14 7
8.0%
12 12
13.6%
10 5
5.7%

주요관객
Categorical

Distinct4
Distinct (%)4.5%
Missing0
Missing (%)0.0%
Memory size836.0 B
일반
41 
<NA>
33 
청소년
13 
미분류
 
1

Length

Max length4
Median length3
Mean length2.9090909
Min length2

Unique

Unique1 ?
Unique (%)1.1%

Sample

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

Common Values

ValueCountFrequency (%)
일반 41
46.6%
<NA> 33
37.5%
청소년 13
 
14.8%
미분류 1
 
1.1%

Length

2023-12-13T07:51:40.133655image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:51:40.239201image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
일반 41
46.6%
na 33
37.5%
청소년 13
 
14.8%
미분류 1
 
1.1%

고용유형
Categorical

Distinct6
Distinct (%)6.8%
Missing0
Missing (%)0.0%
Memory size836.0 B
<NA>
33 
1일 이내
27 
1주~1개월
11 
1일~1주
10 
1개월~12개월
4 

Length

Max length8
Median length6
Mean length4.8181818
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 (%)
<NA> 33
37.5%
1일 이내 27
30.7%
1주~1개월 11
 
12.5%
1일~1주 10
 
11.4%
1개월~12개월 4
 
4.5%
미분류 3
 
3.4%

Length

2023-12-13T07:51:40.396698image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:51:40.545973image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 33
28.7%
1일 27
23.5%
이내 27
23.5%
1주~1개월 11
 
9.6%
1일~1주 10
 
8.7%
1개월~12개월 4
 
3.5%
미분류 3
 
2.6%

고용기간_시간
Real number (ℝ)

MISSING  ZEROS 

Distinct7
Distinct (%)13.0%
Missing34
Missing (%)38.6%
Infinite0
Infinite (%)0.0%
Mean1.8888889
Minimum0
Maximum9
Zeros34
Zeros (%)38.6%
Negative0
Negative (%)0.0%
Memory size924.0 B
2023-12-13T07:51:40.711274image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q34
95-th percentile8
Maximum9
Range9
Interquartile range (IQR)4

Descriptive statistics

Standard deviation2.7858583
Coefficient of variation (CV)1.4748661
Kurtosis0.18636403
Mean1.8888889
Median Absolute Deviation (MAD)0
Skewness1.2063573
Sum102
Variance7.7610063
MonotonicityNot monotonic
2023-12-13T07:51:40.832950image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
0 34
38.6%
4 8
 
9.1%
8 4
 
4.5%
3 3
 
3.4%
6 3
 
3.4%
2 1
 
1.1%
9 1
 
1.1%
(Missing) 34
38.6%
ValueCountFrequency (%)
0 34
38.6%
2 1
 
1.1%
3 3
 
3.4%
4 8
 
9.1%
6 3
 
3.4%
8 4
 
4.5%
9 1
 
1.1%
ValueCountFrequency (%)
9 1
 
1.1%
8 4
 
4.5%
6 3
 
3.4%
4 8
 
9.1%
3 3
 
3.4%
2 1
 
1.1%
0 34
38.6%

고용기간_일
Categorical

Distinct6
Distinct (%)6.8%
Missing0
Missing (%)0.0%
Memory size836.0 B
0
39 
<NA>
33 
1
6 
2
5 
3
4 

Length

Max length4
Median length1
Mean length2.125
Min length1

Unique

Unique1 ?
Unique (%)1.1%

Sample

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

Common Values

ValueCountFrequency (%)
0 39
44.3%
<NA> 33
37.5%
1 6
 
6.8%
2 5
 
5.7%
3 4
 
4.5%
5 1
 
1.1%

Length

2023-12-13T07:51:40.949822image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:51:41.057550image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 39
44.3%
na 33
37.5%
1 6
 
6.8%
2 5
 
5.7%
3 4
 
4.5%
5 1
 
1.1%

고용기간_주
Real number (ℝ)

MISSING  ZEROS 

Distinct6
Distinct (%)11.1%
Missing34
Missing (%)38.6%
Infinite0
Infinite (%)0.0%
Mean0.57407407
Minimum0
Maximum5
Zeros43
Zeros (%)48.9%
Negative0
Negative (%)0.0%
Memory size924.0 B
2023-12-13T07:51:41.167197image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile3.35
Maximum5
Range5
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.2679184
Coefficient of variation (CV)2.208632
Kurtosis3.4513301
Mean0.57407407
Median Absolute Deviation (MAD)0
Skewness2.134418
Sum31
Variance1.6076171
MonotonicityNot monotonic
2023-12-13T07:51:41.270189image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
0 43
48.9%
3 4
 
4.5%
2 2
 
2.3%
1 2
 
2.3%
4 2
 
2.3%
5 1
 
1.1%
(Missing) 34
38.6%
ValueCountFrequency (%)
0 43
48.9%
1 2
 
2.3%
2 2
 
2.3%
3 4
 
4.5%
4 2
 
2.3%
5 1
 
1.1%
ValueCountFrequency (%)
5 1
 
1.1%
4 2
 
2.3%
3 4
 
4.5%
2 2
 
2.3%
1 2
 
2.3%
0 43
48.9%

고용기간_월
Categorical

Distinct5
Distinct (%)5.7%
Missing0
Missing (%)0.0%
Memory size836.0 B
0
52 
<NA>
33 
3
 
1
11
 
1
2
 
1

Length

Max length4
Median length1
Mean length2.1363636
Min length1

Unique

Unique3 ?
Unique (%)3.4%

Sample

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

Common Values

ValueCountFrequency (%)
0 52
59.1%
<NA> 33
37.5%
3 1
 
1.1%
11 1
 
1.1%
2 1
 
1.1%

Length

2023-12-13T07:51:41.390972image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:51:41.502225image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 52
59.1%
na 33
37.5%
3 1
 
1.1%
11 1
 
1.1%
2 1
 
1.1%

고용인원(명)
Real number (ℝ)

MISSING  ZEROS 

Distinct17
Distinct (%)29.8%
Missing31
Missing (%)35.2%
Infinite0
Infinite (%)0.0%
Mean7.7192982
Minimum0
Maximum96
Zeros3
Zeros (%)3.4%
Negative0
Negative (%)0.0%
Memory size924.0 B
2023-12-13T07:51:41.601857image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0.8
Q12
median4
Q38
95-th percentile23
Maximum96
Range96
Interquartile range (IQR)6

Descriptive statistics

Standard deviation13.894699
Coefficient of variation (CV)1.7999951
Kurtosis29.904269
Mean7.7192982
Median Absolute Deviation (MAD)3
Skewness5.003596
Sum440
Variance193.06266
MonotonicityNot monotonic
2023-12-13T07:51:41.729009image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%)
1 11
 
12.5%
4 8
 
9.1%
3 6
 
6.8%
2 6
 
6.8%
14 4
 
4.5%
0 3
 
3.4%
7 3
 
3.4%
5 3
 
3.4%
10 2
 
2.3%
8 2
 
2.3%
Other values (7) 9
 
10.2%
(Missing) 31
35.2%
ValueCountFrequency (%)
0 3
 
3.4%
1 11
12.5%
2 6
6.8%
3 6
6.8%
4 8
9.1%
5 3
 
3.4%
6 1
 
1.1%
7 3
 
3.4%
8 2
 
2.3%
9 2
 
2.3%
ValueCountFrequency (%)
96 1
 
1.1%
40 1
 
1.1%
23 2
2.3%
21 1
 
1.1%
14 4
4.5%
12 1
 
1.1%
10 2
2.3%
9 2
2.3%
8 2
2.3%
7 3
3.4%

고용대상
Categorical

Distinct4
Distinct (%)4.5%
Missing0
Missing (%)0.0%
Memory size836.0 B
일반
41 
<NA>
34 
청년
12 
미분류
 
1

Length

Max length4
Median length2
Mean length2.7840909
Min length2

Unique

Unique1 ?
Unique (%)1.1%

Sample

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

Common Values

ValueCountFrequency (%)
일반 41
46.6%
<NA> 34
38.6%
청년 12
 
13.6%
미분류 1
 
1.1%

Length

2023-12-13T07:51:41.872576image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:51:42.050124image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
일반 41
46.6%
na 34
38.6%
청년 12
 
13.6%
미분류 1
 
1.1%

Sample

문학단체명사업연도창작신작품수(건)기존국내작품수(건)기존외국작품수(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(건)주요관객고용유형고용기간_시간고용기간_일고용기간_주고용기간_월고용인원(명)고용대상
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>
1*색**원2014<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
2*린**회2014<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
3*랑**회2014<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
4*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>
5*오**촌2014<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
6*서**요2014<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
7*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>
8*우**터2014<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
9*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>
문학단체명사업연도창작신작품수(건)기존국내작품수(건)기존외국작품수(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(건)주요관객고용유형고용기간_시간고용기간_일고용기간_주고용기간_월고용인원(명)고용대상
78*국**의201933061100120023023일반1주~1개월00302일반
79*국**의201933061100120023023일반1일~1주030014일반
80*국**의201933061100120023023일반1일 이내80004일반
81*국**의201933061100120023023일반1일 이내80001청년
82*디**원20193000301100000012214청소년1일 이내40005청년
83*디**원20193000301100000012214청소년1일 이내60005일반
84*디**원20193000301100000012214청소년1일 이내01002청년
85*디**원20193000301100000012214청소년1일~1주02002일반
86*디**원20193000301100000012214청소년1개월~12개월00023청년
87*지**션201930030000112110022022일반미분류00000미분류

Duplicate rows

Most frequently occurring

문학단체명사업연도창작신작품수(건)기존국내작품수(건)기존외국작품수(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(건)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>7
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>4
2*국**회2018300300001100909일반1일 이내01004일반2