Overview

Dataset statistics

Number of variables23
Number of observations57
Missing cells390
Missing cells (%)29.7%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory11.5 KiB
Average record size in memory207.3 B

Variable types

Text1
Numeric18
Categorical4

Dataset

Description2014-2019년 문예진흥기금 공모사업 중 시각예술 분야 "전시" 지원 사업의 계량 성과(예: 생산예술작품 수, 전시일수, 전시횟수 등)
Author한국문화예술위원회
URLhttps://www.data.go.kr/data/15076493/fileData.do

Alerts

창작신작품수(건) has 30 (52.6%) missing valuesMissing
기존국내작품수(건) has 30 (52.6%) missing valuesMissing
기존외국작품수(건) has 30 (52.6%) missing valuesMissing
예술작품생산건수_계(건) has 30 (52.6%) missing valuesMissing
전시기간(일) has 30 (52.6%) missing valuesMissing
전시횟수(회) has 30 (52.6%) missing valuesMissing
행사기간(일) has 30 (52.6%) missing valuesMissing
행사횟수(회) has 30 (52.6%) missing valuesMissing
ISBN인증발간물부수(부) has 30 (52.6%) missing valuesMissing
기타발간물종수(종) has 30 (52.6%) missing valuesMissing
기타발간물부수(부) has 30 (52.6%) missing valuesMissing
수상건수(건) has 30 (52.6%) missing valuesMissing
협력건수(건) has 30 (52.6%) missing valuesMissing
창작신작품수(건) has 4 (7.0%) zerosZeros
기존국내작품수(건) has 9 (15.8%) zerosZeros
기존외국작품수(건) has 18 (31.6%) zerosZeros
전시기간(일) has 2 (3.5%) zerosZeros
전시횟수(회) has 3 (5.3%) zerosZeros
행사기간(일) has 3 (5.3%) zerosZeros
행사횟수(회) has 4 (7.0%) zerosZeros
ISBN인증발간물부수(부) has 16 (28.1%) zerosZeros
기타발간물종수(종) has 5 (8.8%) zerosZeros
기타발간물부수(부) has 6 (10.5%) zerosZeros
참여한국인예술인수(명) has 2 (3.5%) zerosZeros
참여외국인예술인수(명) has 25 (43.9%) zerosZeros
참여예술인수_계(명) has 2 (3.5%) zerosZeros
수상건수(건) has 8 (14.0%) zerosZeros
협력건수(건) has 20 (35.1%) zerosZeros
언론보도실적(건) has 1 (1.8%) zerosZeros

Reproduction

Analysis started2023-12-12 16:43:38.537840
Analysis finished2023-12-12 16:43:38.826139
Duration0.29 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

전시단체명
Text

Distinct47
Distinct (%)82.5%
Missing0
Missing (%)0.0%
Memory size588.0 B
2023-12-13T01:43:38.979621image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length5
Median length5
Mean length5
Min length5

Characters and Unicode

Total characters285
Distinct characters65
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

Unique40 ?
Unique (%)70.2%

Sample

1st row*얼**회
2nd row*안**프
3rd row*영**원
4th row*국**투
5th row*영**회
ValueCountFrequency (%)
영**회 4
 
7.0%
국**회 3
 
5.3%
지**현 2
 
3.5%
안**공 2
 
3.5%
림**단 2
 
3.5%
소**미 2
 
3.5%
주**이 2
 
3.5%
영**호 1
 
1.8%
연**호 1
 
1.8%
진**경 1
 
1.8%
Other values (37) 37
64.9%
2023-12-13T01:43:39.329124image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
* 171
60.0%
영 10
 
3.5%
회 8
 
2.8%
주 5
 
1.8%
은 4
 
1.4%
소 4
 
1.4%
원 4
 
1.4%
국 4
 
1.4%
안 3
 
1.1%
단 3
 
1.1%
Other values (55) 69
24.2%

Most occurring categories

ValueCountFrequency (%)
Other Punctuation 171
60.0%
Other Letter 113
39.6%
Decimal Number 1
 
0.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
영 10
 
8.8%
회 8
 
7.1%
주 5
 
4.4%
은 4
 
3.5%
소 4
 
3.5%
원 4
 
3.5%
국 4
 
3.5%
안 3
 
2.7%
단 3
 
2.7%
현 3
 
2.7%
Other values (53) 65
57.5%
Other Punctuation
ValueCountFrequency (%)
* 171
100.0%
Decimal Number
ValueCountFrequency (%)
0 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 172
60.4%
Hangul 113
39.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
영 10
 
8.8%
회 8
 
7.1%
주 5
 
4.4%
은 4
 
3.5%
소 4
 
3.5%
원 4
 
3.5%
국 4
 
3.5%
안 3
 
2.7%
단 3
 
2.7%
현 3
 
2.7%
Other values (53) 65
57.5%
Common
ValueCountFrequency (%)
* 171
99.4%
0 1
 
0.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII 172
60.4%
Hangul 113
39.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
* 171
99.4%
0 1
 
0.6%
Hangul
ValueCountFrequency (%)
영 10
 
8.8%
회 8
 
7.1%
주 5
 
4.4%
은 4
 
3.5%
소 4
 
3.5%
원 4
 
3.5%
국 4
 
3.5%
안 3
 
2.7%
단 3
 
2.7%
현 3
 
2.7%
Other values (53) 65
57.5%

사업연도
Real number (ℝ)

Distinct6
Distinct (%)10.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2016.4561
Minimum2014
Maximum2019
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size645.0 B
2023-12-13T01:43:39.457517image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2014
5-th percentile2014
Q12015
median2016
Q32018
95-th percentile2019
Maximum2019
Range5
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.6264573
Coefficient of variation (CV)0.00080659196
Kurtosis-1.1122195
Mean2016.4561
Median Absolute Deviation (MAD)1
Skewness0.068269497
Sum114938
Variance2.6453634
MonotonicityIncreasing
2023-12-13T01:43:39.563637image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
2016 12
21.1%
2015 10
17.5%
2017 10
17.5%
2018 9
15.8%
2014 8
14.0%
2019 8
14.0%
ValueCountFrequency (%)
2014 8
14.0%
2015 10
17.5%
2016 12
21.1%
2017 10
17.5%
2018 9
15.8%
2019 8
14.0%
ValueCountFrequency (%)
2019 8
14.0%
2018 9
15.8%
2017 10
17.5%
2016 12
21.1%
2015 10
17.5%
2014 8
14.0%

창작신작품수(건)
Real number (ℝ)

MISSING  ZEROS 

Distinct16
Distinct (%)59.3%
Missing30
Missing (%)52.6%
Infinite0
Infinite (%)0.0%
Mean13.962963
Minimum0
Maximum75
Zeros4
Zeros (%)7.0%
Negative0
Negative (%)0.0%
Memory size645.0 B
2023-12-13T01:43:39.676453image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q16
median10
Q317.5
95-th percentile41.9
Maximum75
Range75
Interquartile range (IQR)11.5

Descriptive statistics

Standard deviation15.938539
Coefficient of variation (CV)1.1414869
Kurtosis8.4646511
Mean13.962963
Median Absolute Deviation (MAD)7
Skewness2.664496
Sum377
Variance254.03704
MonotonicityNot monotonic
2023-12-13T01:43:39.810806image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%)
0 4
 
7.0%
17 3
 
5.3%
7 3
 
5.3%
9 2
 
3.5%
11 2
 
3.5%
3 2
 
3.5%
19 2
 
3.5%
18 1
 
1.8%
50 1
 
1.8%
5 1
 
1.8%
Other values (6) 6
 
10.5%
(Missing) 30
52.6%
ValueCountFrequency (%)
0 4
7.0%
3 2
3.5%
5 1
 
1.8%
7 3
5.3%
8 1
 
1.8%
9 2
3.5%
10 1
 
1.8%
11 2
3.5%
12 1
 
1.8%
17 3
5.3%
ValueCountFrequency (%)
75 1
 
1.8%
50 1
 
1.8%
23 1
 
1.8%
20 1
 
1.8%
19 2
3.5%
18 1
 
1.8%
17 3
5.3%
12 1
 
1.8%
11 2
3.5%
10 1
 
1.8%

기존국내작품수(건)
Real number (ℝ)

MISSING  ZEROS 

Distinct14
Distinct (%)51.9%
Missing30
Missing (%)52.6%
Infinite0
Infinite (%)0.0%
Mean12.111111
Minimum0
Maximum81
Zeros9
Zeros (%)15.8%
Negative0
Negative (%)0.0%
Memory size645.0 B
2023-12-13T01:43:39.936510image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median3
Q311
95-th percentile65.6
Maximum81
Range81
Interquartile range (IQR)11

Descriptive statistics

Standard deviation21.476881
Coefficient of variation (CV)1.7733204
Kurtosis6.6909684
Mean12.111111
Median Absolute Deviation (MAD)3
Skewness2.6371399
Sum327
Variance461.25641
MonotonicityNot monotonic
2023-12-13T01:43:40.062694image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=14)
ValueCountFrequency (%)
0 9
 
15.8%
11 3
 
5.3%
3 2
 
3.5%
2 2
 
3.5%
4 2
 
3.5%
17 1
 
1.8%
1 1
 
1.8%
26 1
 
1.8%
32 1
 
1.8%
81 1
 
1.8%
Other values (4) 4
 
7.0%
(Missing) 30
52.6%
ValueCountFrequency (%)
0 9
15.8%
1 1
 
1.8%
2 2
 
3.5%
3 2
 
3.5%
4 2
 
3.5%
9 1
 
1.8%
10 1
 
1.8%
11 3
 
5.3%
17 1
 
1.8%
20 1
 
1.8%
ValueCountFrequency (%)
81 1
 
1.8%
80 1
 
1.8%
32 1
 
1.8%
26 1
 
1.8%
20 1
 
1.8%
17 1
 
1.8%
11 3
5.3%
10 1
 
1.8%
9 1
 
1.8%
4 2
3.5%

기존외국작품수(건)
Real number (ℝ)

MISSING  ZEROS 

Distinct9
Distinct (%)33.3%
Missing30
Missing (%)52.6%
Infinite0
Infinite (%)0.0%
Mean3.4444444
Minimum0
Maximum43
Zeros18
Zeros (%)31.6%
Negative0
Negative (%)0.0%
Memory size645.0 B
2023-12-13T01:43:40.194098image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q33
95-th percentile11.4
Maximum43
Range43
Interquartile range (IQR)3

Descriptive statistics

Standard deviation8.6350508
Coefficient of variation (CV)2.5069502
Kurtosis18.052367
Mean3.4444444
Median Absolute Deviation (MAD)0
Skewness4.0159314
Sum93
Variance74.564103
MonotonicityNot monotonic
2023-12-13T01:43:40.293309image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
0 18
31.6%
2 2
 
3.5%
12 1
 
1.8%
10 1
 
1.8%
5 1
 
1.8%
9 1
 
1.8%
43 1
 
1.8%
6 1
 
1.8%
4 1
 
1.8%
(Missing) 30
52.6%
ValueCountFrequency (%)
0 18
31.6%
2 2
 
3.5%
4 1
 
1.8%
5 1
 
1.8%
6 1
 
1.8%
9 1
 
1.8%
10 1
 
1.8%
12 1
 
1.8%
43 1
 
1.8%
ValueCountFrequency (%)
43 1
 
1.8%
12 1
 
1.8%
10 1
 
1.8%
9 1
 
1.8%
6 1
 
1.8%
5 1
 
1.8%
4 1
 
1.8%
2 2
 
3.5%
0 18
31.6%

예술작품생산건수_계(건)
Real number (ℝ)

MISSING 

Distinct20
Distinct (%)74.1%
Missing30
Missing (%)52.6%
Infinite0
Infinite (%)0.0%
Mean29.185185
Minimum8
Maximum85
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size645.0 B
2023-12-13T01:43:40.410598image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum8
5-th percentile9.3
Q115
median21
Q332.5
95-th percentile83.8
Maximum85
Range77
Interquartile range (IQR)17.5

Descriptive statistics

Standard deviation22.328039
Coefficient of variation (CV)0.76504701
Kurtosis2.0364685
Mean29.185185
Median Absolute Deviation (MAD)7
Skewness1.6869945
Sum788
Variance498.54131
MonotonicityNot monotonic
2023-12-13T01:43:40.883183image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=20)
ValueCountFrequency (%)
20 3
 
5.3%
15 3
 
5.3%
10 2
 
3.5%
21 2
 
3.5%
85 2
 
3.5%
8 1
 
1.8%
23 1
 
1.8%
9 1
 
1.8%
29 1
 
1.8%
43 1
 
1.8%
Other values (10) 10
 
17.5%
(Missing) 30
52.6%
ValueCountFrequency (%)
8 1
 
1.8%
9 1
 
1.8%
10 2
3.5%
14 1
 
1.8%
15 3
5.3%
18 1
 
1.8%
19 1
 
1.8%
20 3
5.3%
21 2
3.5%
22 1
 
1.8%
ValueCountFrequency (%)
85 2
3.5%
81 1
1.8%
50 1
1.8%
45 1
1.8%
43 1
1.8%
33 1
1.8%
32 1
1.8%
29 1
1.8%
25 1
1.8%
23 1
1.8%

공연기간(일)
Categorical

Distinct6
Distinct (%)10.5%
Missing0
Missing (%)0.0%
Memory size588.0 B
<NA>
30 
0
21 
1
 
3
2
 
1
9
 
1

Length

Max length4
Median length4
Mean length2.5789474
Min length1

Unique

Unique3 ?
Unique (%)5.3%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 30
52.6%
0 21
36.8%
1 3
 
5.3%
2 1
 
1.8%
9 1
 
1.8%
4 1
 
1.8%

Length

2023-12-13T01:43:41.040520image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T01:43:41.165114image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 30
52.6%
0 21
36.8%
1 3
 
5.3%
2 1
 
1.8%
9 1
 
1.8%
4 1
 
1.8%

공연횟수(회)
Categorical

Distinct6
Distinct (%)10.5%
Missing0
Missing (%)0.0%
Memory size588.0 B
<NA>
30 
0
21 
2
 
2
1
 
2
12
 
1

Length

Max length4
Median length4
Mean length2.5964912
Min length1

Unique

Unique2 ?
Unique (%)3.5%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 30
52.6%
0 21
36.8%
2 2
 
3.5%
1 2
 
3.5%
12 1
 
1.8%
4 1
 
1.8%

Length

2023-12-13T01:43:41.337505image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T01:43:41.494560image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 30
52.6%
0 21
36.8%
2 2
 
3.5%
1 2
 
3.5%
12 1
 
1.8%
4 1
 
1.8%

전시기간(일)
Real number (ℝ)

MISSING  ZEROS 

Distinct21
Distinct (%)77.8%
Missing30
Missing (%)52.6%
Infinite0
Infinite (%)0.0%
Mean34.222222
Minimum0
Maximum170
Zeros2
Zeros (%)3.5%
Negative0
Negative (%)0.0%
Memory size645.0 B
2023-12-13T01:43:41.610127image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1.8
Q116
median26
Q343
95-th percentile70.9
Maximum170
Range170
Interquartile range (IQR)27

Descriptive statistics

Standard deviation33.170113
Coefficient of variation (CV)0.96925655
Kurtosis10.562587
Mean34.222222
Median Absolute Deviation (MAD)13
Skewness2.7981207
Sum924
Variance1100.2564
MonotonicityNot monotonic
2023-12-13T01:43:41.765262image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
26 3
 
5.3%
16 3
 
5.3%
0 2
 
3.5%
17 2
 
3.5%
22 1
 
1.8%
6 1
 
1.8%
45 1
 
1.8%
66 1
 
1.8%
30 1
 
1.8%
41 1
 
1.8%
Other values (11) 11
 
19.3%
(Missing) 30
52.6%
ValueCountFrequency (%)
0 2
3.5%
6 1
 
1.8%
10 1
 
1.8%
11 1
 
1.8%
16 3
5.3%
17 2
3.5%
22 1
 
1.8%
26 3
5.3%
27 1
 
1.8%
29 1
 
1.8%
ValueCountFrequency (%)
170 1
1.8%
73 1
1.8%
66 1
1.8%
59 1
1.8%
54 1
1.8%
47 1
1.8%
45 1
1.8%
41 1
1.8%
39 1
1.8%
35 1
1.8%

전시횟수(회)
Real number (ℝ)

MISSING  ZEROS 

Distinct6
Distinct (%)22.2%
Missing30
Missing (%)52.6%
Infinite0
Infinite (%)0.0%
Mean7.7407407
Minimum0
Maximum142
Zeros3
Zeros (%)5.3%
Negative0
Negative (%)0.0%
Memory size645.0 B
2023-12-13T01:43:41.926407image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median1
Q31
95-th percentile28.2
Maximum142
Range142
Interquartile range (IQR)0

Descriptive statistics

Standard deviation27.811996
Coefficient of variation (CV)3.5929373
Kurtosis23.019032
Mean7.7407407
Median Absolute Deviation (MAD)0
Skewness4.7174061
Sum209
Variance773.50712
MonotonicityNot monotonic
2023-12-13T01:43:42.058503image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
1 18
31.6%
0 3
 
5.3%
3 2
 
3.5%
2 2
 
3.5%
142 1
 
1.8%
39 1
 
1.8%
(Missing) 30
52.6%
ValueCountFrequency (%)
0 3
 
5.3%
1 18
31.6%
2 2
 
3.5%
3 2
 
3.5%
39 1
 
1.8%
142 1
 
1.8%
ValueCountFrequency (%)
142 1
 
1.8%
39 1
 
1.8%
3 2
 
3.5%
2 2
 
3.5%
1 18
31.6%
0 3
 
5.3%

행사기간(일)
Real number (ℝ)

MISSING  ZEROS 

Distinct9
Distinct (%)33.3%
Missing30
Missing (%)52.6%
Infinite0
Infinite (%)0.0%
Mean4.3703704
Minimum0
Maximum30
Zeros3
Zeros (%)5.3%
Negative0
Negative (%)0.0%
Memory size645.0 B
2023-12-13T01:43:42.190542image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median2
Q36
95-th percentile14.2
Maximum30
Range30
Interquartile range (IQR)5

Descriptive statistics

Standard deviation6.3010875
Coefficient of variation (CV)1.4417743
Kurtosis10.561332
Mean4.3703704
Median Absolute Deviation (MAD)1
Skewness3.0038734
Sum118
Variance39.703704
MonotonicityNot monotonic
2023-12-13T01:43:42.306813image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
2 7
 
12.3%
1 7
 
12.3%
6 4
 
7.0%
0 3
 
5.3%
4 2
 
3.5%
9 1
 
1.8%
10 1
 
1.8%
30 1
 
1.8%
16 1
 
1.8%
(Missing) 30
52.6%
ValueCountFrequency (%)
0 3
5.3%
1 7
12.3%
2 7
12.3%
4 2
 
3.5%
6 4
7.0%
9 1
 
1.8%
10 1
 
1.8%
16 1
 
1.8%
30 1
 
1.8%
ValueCountFrequency (%)
30 1
 
1.8%
16 1
 
1.8%
10 1
 
1.8%
9 1
 
1.8%
6 4
7.0%
4 2
 
3.5%
2 7
12.3%
1 7
12.3%
0 3
5.3%

행사횟수(회)
Real number (ℝ)

MISSING  ZEROS 

Distinct9
Distinct (%)33.3%
Missing30
Missing (%)52.6%
Infinite0
Infinite (%)0.0%
Mean3.0740741
Minimum0
Maximum11
Zeros4
Zeros (%)7.0%
Negative0
Negative (%)0.0%
Memory size645.0 B
2023-12-13T01:43:42.446686image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median2
Q34.5
95-th percentile9.4
Maximum11
Range11
Interquartile range (IQR)3.5

Descriptive statistics

Standard deviation2.9990502
Coefficient of variation (CV)0.97559464
Kurtosis1.1068747
Mean3.0740741
Median Absolute Deviation (MAD)2
Skewness1.2904899
Sum83
Variance8.994302
MonotonicityNot monotonic
2023-12-13T01:43:42.549604image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
2 7
 
12.3%
1 6
 
10.5%
0 4
 
7.0%
4 3
 
5.3%
5 2
 
3.5%
6 2
 
3.5%
11 1
 
1.8%
8 1
 
1.8%
10 1
 
1.8%
(Missing) 30
52.6%
ValueCountFrequency (%)
0 4
7.0%
1 6
10.5%
2 7
12.3%
4 3
5.3%
5 2
 
3.5%
6 2
 
3.5%
8 1
 
1.8%
10 1
 
1.8%
11 1
 
1.8%
ValueCountFrequency (%)
11 1
 
1.8%
10 1
 
1.8%
8 1
 
1.8%
6 2
 
3.5%
5 2
 
3.5%
4 3
5.3%
2 7
12.3%
1 6
10.5%
0 4
7.0%

ISBN인증발간물종수(종)
Categorical

Distinct4
Distinct (%)7.0%
Missing0
Missing (%)0.0%
Memory size588.0 B
<NA>
30 
0
16 
1
10 
2
 
1

Length

Max length4
Median length4
Mean length2.5789474
Min length1

Unique

Unique1 ?
Unique (%)1.8%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 30
52.6%
0 16
28.1%
1 10
 
17.5%
2 1
 
1.8%

Length

2023-12-13T01:43:42.682276image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T01:43:42.795903image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 30
52.6%
0 16
28.1%
1 10
 
17.5%
2 1
 
1.8%

ISBN인증발간물부수(부)
Real number (ℝ)

MISSING  ZEROS 

Distinct8
Distinct (%)29.6%
Missing30
Missing (%)52.6%
Infinite0
Infinite (%)0.0%
Mean205.96296
Minimum0
Maximum1200
Zeros16
Zeros (%)28.1%
Negative0
Negative (%)0.0%
Memory size645.0 B
2023-12-13T01:43:42.893006image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q3355
95-th percentile990
Maximum1200
Range1200
Interquartile range (IQR)355

Descriptive statistics

Standard deviation345.32265
Coefficient of variation (CV)1.676625
Kurtosis3.485103
Mean205.96296
Median Absolute Deviation (MAD)0
Skewness1.9423656
Sum5561
Variance119247.73
MonotonicityNot monotonic
2023-12-13T01:43:43.026389image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
0 16
28.1%
500 4
 
7.0%
1200 2
 
3.5%
150 1
 
1.8%
1 1
 
1.8%
300 1
 
1.8%
380 1
 
1.8%
330 1
 
1.8%
(Missing) 30
52.6%
ValueCountFrequency (%)
0 16
28.1%
1 1
 
1.8%
150 1
 
1.8%
300 1
 
1.8%
330 1
 
1.8%
380 1
 
1.8%
500 4
 
7.0%
1200 2
 
3.5%
ValueCountFrequency (%)
1200 2
 
3.5%
500 4
 
7.0%
380 1
 
1.8%
330 1
 
1.8%
300 1
 
1.8%
150 1
 
1.8%
1 1
 
1.8%
0 16
28.1%

기타발간물종수(종)
Real number (ℝ)

MISSING  ZEROS 

Distinct6
Distinct (%)22.2%
Missing30
Missing (%)52.6%
Infinite0
Infinite (%)0.0%
Mean1.8148148
Minimum0
Maximum10
Zeros5
Zeros (%)8.8%
Negative0
Negative (%)0.0%
Memory size645.0 B
2023-12-13T01:43:43.173353image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median1
Q32
95-th percentile5.8
Maximum10
Range10
Interquartile range (IQR)1

Descriptive statistics

Standard deviation2.1490076
Coefficient of variation (CV)1.184147
Kurtosis8.603774
Mean1.8148148
Median Absolute Deviation (MAD)1
Skewness2.7451146
Sum49
Variance4.6182336
MonotonicityNot monotonic
2023-12-13T01:43:43.331447image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
1 10
 
17.5%
2 8
 
14.0%
0 5
 
8.8%
3 2
 
3.5%
10 1
 
1.8%
7 1
 
1.8%
(Missing) 30
52.6%
ValueCountFrequency (%)
0 5
8.8%
1 10
17.5%
2 8
14.0%
3 2
 
3.5%
7 1
 
1.8%
10 1
 
1.8%
ValueCountFrequency (%)
10 1
 
1.8%
7 1
 
1.8%
3 2
 
3.5%
2 8
14.0%
1 10
17.5%
0 5
8.8%

기타발간물부수(부)
Real number (ℝ)

MISSING  ZEROS 

Distinct18
Distinct (%)66.7%
Missing30
Missing (%)52.6%
Infinite0
Infinite (%)0.0%
Mean2595.5926
Minimum0
Maximum22500
Zeros6
Zeros (%)10.5%
Negative0
Negative (%)0.0%
Memory size645.0 B
2023-12-13T01:43:43.471135image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q155.5
median800
Q33100
95-th percentile7750
Maximum22500
Range22500
Interquartile range (IQR)3044.5

Descriptive statistics

Standard deviation4637.2956
Coefficient of variation (CV)1.7866038
Kurtosis13.289112
Mean2595.5926
Median Absolute Deviation (MAD)800
Skewness3.3309963
Sum70081
Variance21504511
MonotonicityNot monotonic
2023-12-13T01:43:43.610431image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%)
0 6
 
10.5%
6000 2
 
3.5%
1000 2
 
3.5%
3000 2
 
3.5%
300 2
 
3.5%
120 1
 
1.8%
8500 1
 
1.8%
110 1
 
1.8%
1150 1
 
1.8%
22500 1
 
1.8%
Other values (8) 8
 
14.0%
(Missing) 30
52.6%
ValueCountFrequency (%)
0 6
10.5%
1 1
 
1.8%
110 1
 
1.8%
120 1
 
1.8%
300 2
 
3.5%
500 1
 
1.8%
600 1
 
1.8%
800 1
 
1.8%
1000 2
 
3.5%
1150 1
 
1.8%
ValueCountFrequency (%)
22500 1
1.8%
8500 1
1.8%
6000 2
3.5%
5500 1
1.8%
5000 1
1.8%
3200 1
1.8%
3000 2
3.5%
1500 1
1.8%
1150 1
1.8%
1000 2
3.5%

참여한국인예술인수(명)
Real number (ℝ)

ZEROS 

Distinct32
Distinct (%)56.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean23.385965
Minimum0
Maximum115
Zeros2
Zeros (%)3.5%
Negative0
Negative (%)0.0%
Memory size645.0 B
2023-12-13T01:43:43.761993image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile3
Q18
median14
Q331
95-th percentile72
Maximum115
Range115
Interquartile range (IQR)23

Descriptive statistics

Standard deviation24.839308
Coefficient of variation (CV)1.062146
Kurtosis4.5778264
Mean23.385965
Median Absolute Deviation (MAD)8
Skewness2.0955555
Sum1333
Variance616.99123
MonotonicityNot monotonic
2023-12-13T01:43:43.923787image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=32)
ValueCountFrequency (%)
9 5
 
8.8%
18 4
 
7.0%
14 4
 
7.0%
7 3
 
5.3%
36 3
 
5.3%
6 3
 
5.3%
23 2
 
3.5%
5 2
 
3.5%
10 2
 
3.5%
12 2
 
3.5%
Other values (22) 27
47.4%
ValueCountFrequency (%)
0 2
 
3.5%
3 2
 
3.5%
4 2
 
3.5%
5 2
 
3.5%
6 3
5.3%
7 3
5.3%
8 1
 
1.8%
9 5
8.8%
10 2
 
3.5%
11 2
 
3.5%
ValueCountFrequency (%)
115 1
 
1.8%
109 1
 
1.8%
76 1
 
1.8%
71 1
 
1.8%
69 1
 
1.8%
68 1
 
1.8%
49 1
 
1.8%
40 2
3.5%
36 3
5.3%
33 1
 
1.8%

참여외국인예술인수(명)
Real number (ℝ)

ZEROS 

Distinct18
Distinct (%)31.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.0526316
Minimum0
Maximum59
Zeros25
Zeros (%)43.9%
Negative0
Negative (%)0.0%
Memory size645.0 B
2023-12-13T01:43:44.068975image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q36
95-th percentile30.6
Maximum59
Range59
Interquartile range (IQR)6

Descriptive statistics

Standard deviation11.823737
Coefficient of variation (CV)1.9534869
Kurtosis8.8584984
Mean6.0526316
Median Absolute Deviation (MAD)1
Skewness2.8860273
Sum345
Variance139.80075
MonotonicityNot monotonic
2023-12-13T01:43:44.240566image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%)
0 25
43.9%
1 8
 
14.0%
4 3
 
5.3%
2 3
 
5.3%
5 3
 
5.3%
11 2
 
3.5%
8 2
 
3.5%
7 1
 
1.8%
6 1
 
1.8%
27 1
 
1.8%
Other values (8) 8
 
14.0%
ValueCountFrequency (%)
0 25
43.9%
1 8
 
14.0%
2 3
 
5.3%
4 3
 
5.3%
5 3
 
5.3%
6 1
 
1.8%
7 1
 
1.8%
8 2
 
3.5%
9 1
 
1.8%
10 1
 
1.8%
ValueCountFrequency (%)
59 1
1.8%
47 1
1.8%
33 1
1.8%
30 1
1.8%
27 1
1.8%
21 1
1.8%
17 1
1.8%
11 2
3.5%
10 1
1.8%
9 1
1.8%

참여예술인수_계(명)
Real number (ℝ)

ZEROS 

Distinct34
Distinct (%)59.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean29.421053
Minimum0
Maximum128
Zeros2
Zeros (%)3.5%
Negative0
Negative (%)0.0%
Memory size645.0 B
2023-12-13T01:43:44.434518image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile5.8
Q111
median18
Q336
95-th percentile115
Maximum128
Range128
Interquartile range (IQR)25

Descriptive statistics

Standard deviation31.295794
Coefficient of variation (CV)1.0637211
Kurtosis3.7237863
Mean29.421053
Median Absolute Deviation (MAD)10
Skewness2.0775341
Sum1677
Variance979.42669
MonotonicityNot monotonic
2023-12-13T01:43:44.610160image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=34)
ValueCountFrequency (%)
12 5
 
8.8%
18 5
 
8.8%
36 4
 
7.0%
11 3
 
5.3%
10 3
 
5.3%
6 3
 
5.3%
23 2
 
3.5%
0 2
 
3.5%
20 2
 
3.5%
9 2
 
3.5%
Other values (24) 26
45.6%
ValueCountFrequency (%)
0 2
 
3.5%
5 1
 
1.8%
6 3
5.3%
7 2
 
3.5%
8 1
 
1.8%
9 2
 
3.5%
10 3
5.3%
11 3
5.3%
12 5
8.8%
15 1
 
1.8%
ValueCountFrequency (%)
128 1
1.8%
126 1
1.8%
115 2
3.5%
106 1
1.8%
71 1
1.8%
61 1
1.8%
49 1
1.8%
44 1
1.8%
41 1
1.8%
40 1
1.8%

주요관객
Categorical

Distinct5
Distinct (%)8.8%
Missing0
Missing (%)0.0%
Memory size588.0 B
<NA>
30 
일반
21 
아동
 
2
미분류
 
2
청소년
 
2

Length

Max length4
Median length4
Mean length3.122807
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 (%)
<NA> 30
52.6%
일반 21
36.8%
아동 2
 
3.5%
미분류 2
 
3.5%
청소년 2
 
3.5%

Length

2023-12-13T01:43:44.869929image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T01:43:45.002650image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 30
52.6%
일반 21
36.8%
아동 2
 
3.5%
미분류 2
 
3.5%
청소년 2
 
3.5%

수상건수(건)
Real number (ℝ)

MISSING  ZEROS 

Distinct8
Distinct (%)29.6%
Missing30
Missing (%)52.6%
Infinite0
Infinite (%)0.0%
Mean2.2222222
Minimum0
Maximum11
Zeros8
Zeros (%)14.0%
Negative0
Negative (%)0.0%
Memory size645.0 B
2023-12-13T01:43:45.120963image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median2
Q34
95-th percentile5.7
Maximum11
Range11
Interquartile range (IQR)4

Descriptive statistics

Standard deviation2.5012817
Coefficient of variation (CV)1.1255768
Kurtosis4.6134977
Mean2.2222222
Median Absolute Deviation (MAD)2
Skewness1.8136275
Sum60
Variance6.2564103
MonotonicityNot monotonic
2023-12-13T01:43:45.264210image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
0 8
 
14.0%
4 5
 
8.8%
2 5
 
8.8%
1 5
 
8.8%
11 1
 
1.8%
3 1
 
1.8%
5 1
 
1.8%
6 1
 
1.8%
(Missing) 30
52.6%
ValueCountFrequency (%)
0 8
14.0%
1 5
8.8%
2 5
8.8%
3 1
 
1.8%
4 5
8.8%
5 1
 
1.8%
6 1
 
1.8%
11 1
 
1.8%
ValueCountFrequency (%)
11 1
 
1.8%
6 1
 
1.8%
5 1
 
1.8%
4 5
8.8%
3 1
 
1.8%
2 5
8.8%
1 5
8.8%
0 8
14.0%

협력건수(건)
Real number (ℝ)

MISSING  ZEROS 

Distinct6
Distinct (%)22.2%
Missing30
Missing (%)52.6%
Infinite0
Infinite (%)0.0%
Mean0.77777778
Minimum0
Maximum7
Zeros20
Zeros (%)35.1%
Negative0
Negative (%)0.0%
Memory size645.0 B
2023-12-13T01:43:45.386669image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.5
95-th percentile3.7
Maximum7
Range7
Interquartile range (IQR)0.5

Descriptive statistics

Standard deviation1.671787
Coefficient of variation (CV)2.1494404
Kurtosis6.9500816
Mean0.77777778
Median Absolute Deviation (MAD)0
Skewness2.5669395
Sum21
Variance2.7948718
MonotonicityNot monotonic
2023-12-13T01:43:45.512612image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
0 20
35.1%
3 2
 
3.5%
1 2
 
3.5%
7 1
 
1.8%
2 1
 
1.8%
4 1
 
1.8%
(Missing) 30
52.6%
ValueCountFrequency (%)
0 20
35.1%
1 2
 
3.5%
2 1
 
1.8%
3 2
 
3.5%
4 1
 
1.8%
7 1
 
1.8%
ValueCountFrequency (%)
7 1
 
1.8%
4 1
 
1.8%
3 2
 
3.5%
2 1
 
1.8%
1 2
 
3.5%
0 20
35.1%

언론보도실적(건)
Real number (ℝ)

ZEROS 

Distinct26
Distinct (%)45.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean15.824561
Minimum0
Maximum162
Zeros1
Zeros (%)1.8%
Negative0
Negative (%)0.0%
Memory size645.0 B
2023-12-13T01:43:45.679015image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q15
median8
Q317
95-th percentile42.4
Maximum162
Range162
Interquartile range (IQR)12

Descriptive statistics

Standard deviation24.401495
Coefficient of variation (CV)1.5420013
Kurtosis23.782624
Mean15.824561
Median Absolute Deviation (MAD)4
Skewness4.432534
Sum902
Variance595.43296
MonotonicityNot monotonic
2023-12-13T01:43:45.854731image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=26)
ValueCountFrequency (%)
4 6
 
10.5%
8 4
 
7.0%
6 4
 
7.0%
5 4
 
7.0%
2 4
 
7.0%
7 4
 
7.0%
9 4
 
7.0%
13 3
 
5.3%
10 3
 
5.3%
25 3
 
5.3%
Other values (16) 18
31.6%
ValueCountFrequency (%)
0 1
 
1.8%
2 4
7.0%
3 2
 
3.5%
4 6
10.5%
5 4
7.0%
6 4
7.0%
7 4
7.0%
8 4
7.0%
9 4
7.0%
10 3
5.3%
ValueCountFrequency (%)
162 1
 
1.8%
83 1
 
1.8%
56 1
 
1.8%
39 1
 
1.8%
38 1
 
1.8%
30 1
 
1.8%
29 1
 
1.8%
27 1
 
1.8%
25 3
5.3%
24 1
 
1.8%

Sample

전시단체명사업연도창작신작품수(건)기존국내작품수(건)기존외국작품수(건)예술작품생산건수_계(건)공연기간(일)공연횟수(회)전시기간(일)전시횟수(회)행사기간(일)행사횟수(회)ISBN인증발간물종수(종)ISBN인증발간물부수(부)기타발간물종수(종)기타발간물부수(부)참여한국인예술인수(명)참여외국인예술인수(명)참여예술인수_계(명)주요관객수상건수(건)협력건수(건)언론보도실적(건)
0*얼**회2014<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>141125<NA><NA><NA>10
1*안**프2014<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>33336<NA><NA><NA>7
2*영**원2014<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>10917126<NA><NA><NA>8
3*국**투2014<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>181129<NA><NA><NA>24
4*영**회2014<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>12012<NA><NA><NA>5
5*안**공2014<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>6847115<NA><NA><NA>39
6*림**단2014<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>12012<NA><NA><NA>25
7*은**아2014<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>36440<NA><NA><NA>9
8*국**회2015<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>1150115<NA><NA><NA>5
9*대**소2015<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>7630106<NA><NA><NA>9
전시단체명사업연도창작신작품수(건)기존국내작품수(건)기존외국작품수(건)예술작품생산건수_계(건)공연기간(일)공연횟수(회)전시기간(일)전시횟수(회)행사기간(일)행사횟수(회)ISBN인증발간물종수(종)ISBN인증발간물부수(부)기타발간물종수(종)기타발간물부수(부)참여한국인예술인수(명)참여외국인예술인수(명)참여예술인수_계(명)주요관객수상건수(건)협력건수(건)언론보도실적(건)
47*장**언2018173020003512215001100024024일반402
48*성**휘201811401500411220023000606일반104
49*은**주201917222144301304000010212미분류103
50*철**철20190043430066200150075500010청소년177
51*보**람201912116290026111150011617일반402
52*종**은2019110415001611650020358청소년1213
53*소**미20191740210045166112002600033134일반6430
54*영**회201902002000611100180030030일반000
55*지**현201999090022100001600505미분류419
56*명**환201975100850016111002320023023일반008