gimi9 Pandas Profiling

Dataset statistics

Number of variables	14
Number of observations	29
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	3.7 KiB
Average record size in memory	129.6 B

Variable types

Categorical	2
Numeric	12

Dataset

Description	2014-2019년 문예진흥기금 공모사업 중 문학 분야 "집필공간운영" 지원 사업의 공간가동내역(예: 공간가동일수, 자체 프로그램 수, 대관 프로그램 수 등)
Author	한국문화예술위원회
URL	https://www.data.go.kr/data/15076468/fileData.do

Alerts

`공간가동일수(일)` is highly overall correlated with `준비기간제외활용일수(일)`	High correlation
`공간가동율(%)` is highly overall correlated with `준비기간제외활용율(%)`	High correlation
`준비기간제외활용일수(일)` is highly overall correlated with `공간가동일수(일)` and 2 other fields	High correlation
`준비기간제외활용율(%)` is highly overall correlated with `공간가동율(%)`	High correlation
`자체프로그램가동일수_금년(일)` is highly overall correlated with `준비기간제외활용일수(일)`	High correlation
`대관프로그램수_금년(건)` is highly overall correlated with `대관프로그램가동일수_금년(일)` and 1 other fields	High correlation
`대관프로그램가동일수_금년(일)` is highly overall correlated with `대관프로그램수_금년(건)` and 2 other fields	High correlation
`자체프로그램수_작년(건)` is highly overall correlated with `자체프로그램가동일수_작년(일)`	High correlation
`자체프로그램가동일수_작년(일)` is highly overall correlated with `자체프로그램수_작년(건)`	High correlation
`대관프로그램가동일수_작년(일)` is highly overall correlated with `대관프로그램가동일수_금년(일)`	High correlation
`문학단체명` is highly overall correlated with `준비기간제외활용일수(일)`	High correlation
`대관프로그램수_작년(건)` is highly overall correlated with `대관프로그램수_금년(건)` and 1 other fields	High correlation
`대관프로그램수_작년(건)` is highly imbalanced (63.2%)	Imbalance
`자체프로그램수_금년(건)` has 1 (3.4%) zeros	Zeros
`대관프로그램수_금년(건)` has 19 (65.5%) zeros	Zeros
`대관프로그램가동일수_금년(일)` has 15 (51.7%) zeros	Zeros
`자체프로그램수_작년(건)` has 8 (27.6%) zeros	Zeros
`자체프로그램가동일수_작년(일)` has 7 (24.1%) zeros	Zeros
`대관프로그램가동일수_작년(일)` has 21 (72.4%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 09:04:10.903881
Analysis finished	2023-12-12 09:04:29.483581
Duration	18.58 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

문학단체명
Categorical

HIGH CORRELATION

Distinct	7
Distinct (%)	24.1%
Missing	0
Missing (%)	0.0%
Memory size	364.0 B

을*집	6
지*단	6
1*학	5
악*원	4
날*날	4
Other values (2)	4

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Unique

Unique	1 ?
Unique (%)	3.4%

Sample

1st row	악*원
2nd row	을*집
3rd row	1*학
4th row	지*단
5th row	날*날

Common Values

Value	Count	Frequency (%)
을*집	6	20.7%
지*단	6	20.7%
1*학	5	17.2%
악*원	4	13.8%
날*날	4	13.8%
버*집	3	10.3%
산*꽃	1	3.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
을**집	6	20.7%
지**단	6	20.7%
1**학	5	17.2%
악**원	4	13.8%
날**날	4	13.8%
버**집	3	10.3%
산**꽃	1	3.4%

사업연도
Real number (ℝ)

Distinct	6
Distinct (%)	20.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2016.4483

Minimum	2014
Maximum	2019
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	393.0 B

Quantile statistics

Minimum	2014
5-th percentile	2014
Q1	2015
median	2016
Q3	2018
95-th percentile	2019
Maximum	2019
Range	5
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.660168
Coefficient of variation (CV)	0.00082331294
Kurtosis	-1.1983475
Mean	2016.4483
Median Absolute Deviation (MAD)	1
Skewness	0.072131122
Sum	58477
Variance	2.7561576
Monotonicity	Increasing

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
2015	6	20.7%
2016	5	17.2%
2017	5	17.2%
2018	5	17.2%
2014	4	13.8%
2019	4	13.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2014	4	13.8%
2015	6	20.7%
2016	5	17.2%
2017	5	17.2%
2018	5	17.2%
2019	4	13.8%

Value	Count	Frequency (%)
2019	4	13.8%
2018	5	17.2%
2017	5	17.2%
2016	5	17.2%
2015	6	20.7%
2014	4	13.8%

공간가동일수(일)
Real number (ℝ)

HIGH CORRELATION

Distinct	21
Distinct (%)	72.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1490.0345

Minimum	232
Maximum	3550
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	393.0 B

Quantile statistics

Minimum	232
5-th percentile	324.4
Q1	365
median	1147
Q3	2798
95-th percentile	3470.4
Maximum	3550
Range	3318
Interquartile range (IQR)	2433

Descriptive statistics

Standard deviation	1226.5028
Coefficient of variation (CV)	0.82313717
Kurtosis	-1.4584483
Mean	1490.0345
Median Absolute Deviation (MAD)	792
Skewness	0.46748783
Sum	43211
Variance	1504309
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
365	9	31.0%
3490	1	3.4%
2160	1	3.4%
1455	1	3.4%
1260	1	3.4%
3101	1	3.4%
2825	1	3.4%
1089	1	3.4%
355	1	3.4%
2824	1	3.4%
Other values (11)	11	37.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
232	1	3.4%
306	1	3.4%
352	1	3.4%
355	1	3.4%
365	9	31.0%
1089	1	3.4%
1147	1	3.4%
1260	1	3.4%
1455	1	3.4%
1650	1	3.4%

Value	Count	Frequency (%)
3550	1	3.4%
3490	1	3.4%
3441	1	3.4%
3192	1	3.4%
3101	1	3.4%
2825	1	3.4%
2824	1	3.4%
2798	1	3.4%
2527	1	3.4%
2172	1	3.4%

공간가동율(%)
Real number (ℝ)

HIGH CORRELATION

Distinct	26
Distinct (%)	89.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	89.52931

Minimum	45
Maximum	110.7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	393.0 B

Quantile statistics

Minimum	45
5-th percentile	67.2
Q1	86
median	91
Q3	98.08
95-th percentile	101.88
Maximum	110.7
Range	65.7
Interquartile range (IQR)	12.08

Descriptive statistics

Standard deviation	13.146892
Coefficient of variation (CV)	0.14684456
Kurtosis	3.8076501
Mean	89.52931
Median Absolute Deviation (MAD)	7
Skewness	-1.6483981
Sum	2596.35
Variance	172.84078
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
91.0	3	10.3%
92.0	2	6.9%
90.0	1	3.4%
75.0	1	3.4%
45.0	1	3.4%
84.0	1	3.4%
90.49	1	3.4%
96.0	1	3.4%
90.51	1	3.4%
76.0	1	3.4%
Other values (16)	16	55.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
45.0	1	3.4%
64.0	1	3.4%
72.0	1	3.4%
75.0	1	3.4%
76.0	1	3.4%
82.0	1	3.4%
84.0	1	3.4%
86.0	1	3.4%
90.0	1	3.4%
90.47	1	3.4%

Value	Count	Frequency (%)
110.7	1	3.4%
102.0	1	3.4%
101.7	1	3.4%
100.0	1	3.4%
99.9	1	3.4%
98.7	1	3.4%
98.34	1	3.4%
98.08	1	3.4%
97.9	1	3.4%
96.0	1	3.4%

준비기간제외활용일수(일)
Real number (ℝ)

HIGH CORRELATION

Distinct	27
Distinct (%)	93.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1526.1034

Minimum	184
Maximum	3320
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	393.0 B

Quantile statistics

Minimum	184
5-th percentile	279.4
Q1	305
median	1390
Q3	2693
95-th percentile	3168
Maximum	3320
Range	3136
Interquartile range (IQR)	2388

Descriptive statistics

Standard deviation	1103.0465
Coefficient of variation (CV)	0.72278622
Kurtosis	-1.483548
Mean	1526.1034
Median Absolute Deviation (MAD)	1098
Skewness	0.17130202
Sum	44257
Variance	1216711.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
280	3	10.3%
3190	1	3.4%
2716	1	3.4%
1350	1	3.4%
1172	1	3.4%
2989	1	3.4%
2083	1	3.4%
2717	1	3.4%
279	1	3.4%
306	1	3.4%
Other values (17)	17	58.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
184	1	3.4%
279	1	3.4%
280	3	10.3%
286	1	3.4%
292	1	3.4%
305	1	3.4%
306	1	3.4%
341	1	3.4%
1010	1	3.4%
1077	1	3.4%

Value	Count	Frequency (%)
3320	1	3.4%
3190	1	3.4%
3135	1	3.4%
2989	1	3.4%
2810	1	3.4%
2717	1	3.4%
2716	1	3.4%
2693	1	3.4%
2114	1	3.4%
2101	1	3.4%

준비기간제외활용율(%)
Real number (ℝ)

HIGH CORRELATION

Distinct	23
Distinct (%)	79.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	77.198276

Minimum	43
Maximum	97.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	393.0 B

Quantile statistics

Minimum	43
5-th percentile	59.4
Q1	73.6
median	80.6
Q3	82.7
95-th percentile	93.96
Maximum	97.2
Range	54.2
Interquartile range (IQR)	9.1

Descriptive statistics

Standard deviation	11.454902
Coefficient of variation (CV)	0.14838287
Kurtosis	1.755351
Mean	77.198276
Median Absolute Deviation (MAD)	6.16
Skewness	-0.89127009
Sum	2238.75
Variance	131.21477
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
74.44	3	10.3%
72.0	2	6.9%
81.0	2	6.9%
73.6	2	6.9%
64.0	2	6.9%
59.0	1	3.4%
43.0	1	3.4%
89.7	1	3.4%
96.0	1	3.4%
82.0	1	3.4%
Other values (13)	13	44.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
43.0	1	3.4%
59.0	1	3.4%
60.0	1	3.4%
64.0	2	6.9%
72.0	2	6.9%
73.6	2	6.9%
74.44	3	10.3%
76.7	1	3.4%
77.0	1	3.4%
80.6	1	3.4%

Value	Count	Frequency (%)
97.2	1	3.4%
96.0	1	3.4%
90.9	1	3.4%
89.7	1	3.4%
85.8	1	3.4%
85.0	1	3.4%
83.0	1	3.4%
82.7	1	3.4%
82.23	1	3.4%
82.1	1	3.4%

자체프로그램수_금년(건)
Real number (ℝ)

ZEROS

Distinct	11
Distinct (%)	37.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.3103448

Minimum	0
Maximum	17
Zeros	1
Zeros (%)	3.4%
Negative	0
Negative (%)	0.0%
Memory size	393.0 B

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	5
95-th percentile	11.8
Maximum	17
Range	17
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	3.7235107
Coefficient of variation (CV)	0.86385449
Kurtosis	4.4895069
Mean	4.3103448
Median Absolute Deviation (MAD)	1
Skewness	2.0290476
Sum	125
Variance	13.864532
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
3	7	24.1%
2	5	17.2%
4	5	17.2%
1	3	10.3%
6	2	6.9%
5	2	6.9%
0	1	3.4%
13	1	3.4%
9	1	3.4%
17	1	3.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	3.4%
1	3	10.3%
2	5	17.2%
3	7	24.1%
4	5	17.2%
5	2	6.9%
6	2	6.9%
9	1	3.4%
10	1	3.4%
13	1	3.4%

Value	Count	Frequency (%)
17	1	3.4%
13	1	3.4%
10	1	3.4%
9	1	3.4%
6	2	6.9%
5	2	6.9%
4	5	17.2%
3	7	24.1%
2	5	17.2%
1	3	10.3%

자체프로그램가동일수_금년(일)
Real number (ℝ)

HIGH CORRELATION

Distinct	20
Distinct (%)	69.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	32

Minimum	2
Maximum	193
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	393.0 B

Quantile statistics

Minimum	2
5-th percentile	2
Q1	4
median	18
Q3	42
95-th percentile	107.2
Maximum	193
Range	191
Interquartile range (IQR)	38

Descriptive statistics

Standard deviation	41.649901
Coefficient of variation (CV)	1.3015594
Kurtosis	7.6783723
Mean	32
Median Absolute Deviation (MAD)	15
Skewness	2.5490708
Sum	928
Variance	1734.7143
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
2	3	10.3%
4	3	10.3%
24	2	6.9%
5	2	6.9%
15	2	6.9%
3	2	6.9%
42	2	6.9%
120	1	3.4%
16	1	3.4%
18	1	3.4%
Other values (10)	10	34.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	3	10.3%
3	2	6.9%
4	3	10.3%
5	2	6.9%
9	1	3.4%
15	2	6.9%
16	1	3.4%
18	1	3.4%
23	1	3.4%
24	2	6.9%

Value	Count	Frequency (%)
193	1	3.4%
120	1	3.4%
88	1	3.4%
58	1	3.4%
54	1	3.4%
48	1	3.4%
45	1	3.4%
42	2	6.9%
33	1	3.4%
27	1	3.4%

대관프로그램수_금년(건)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	7
Distinct (%)	24.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.275862

Minimum	0
Maximum	365
Zeros	19
Zeros (%)	65.5%
Negative	0
Negative (%)	0.0%
Memory size	393.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	4.6
Maximum	365
Range	365
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	67.658753
Coefficient of variation (CV)	5.0963736
Kurtosis	28.976003
Mean	13.275862
Median Absolute Deviation (MAD)	0
Skewness	5.3819507
Sum	385
Variance	4577.7069
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	19	65.5%
1	4	13.8%
2	2	6.9%
5	1	3.4%
3	1	3.4%
365	1	3.4%
4	1	3.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	19	65.5%
1	4	13.8%
2	2	6.9%
3	1	3.4%
4	1	3.4%
5	1	3.4%
365	1	3.4%

Value	Count	Frequency (%)
365	1	3.4%
5	1	3.4%
4	1	3.4%
3	1	3.4%
2	2	6.9%
1	4	13.8%
0	19	65.5%

대관프로그램가동일수_금년(일)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	10
Distinct (%)	34.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	90.068966

Minimum	0
Maximum	365
Zeros	15
Zeros (%)	51.7%
Negative	0
Negative (%)	0.0%
Memory size	393.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	150
95-th percentile	365
Maximum	365
Range	365
Interquartile range (IQR)	150

Descriptive statistics

Standard deviation	149.57247
Coefficient of variation (CV)	1.6606438
Kurtosis	-0.47622941
Mean	90.068966
Median Absolute Deviation (MAD)	0
Skewness	1.2036874
Sum	2612
Variance	22371.924
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	15	51.7%
365	4	13.8%
1	3	10.3%
307	1	3.4%
33	1	3.4%
8	1	3.4%
313	1	3.4%
2	1	3.4%
336	1	3.4%
150	1	3.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	15	51.7%
1	3	10.3%
2	1	3.4%
8	1	3.4%
33	1	3.4%
150	1	3.4%
307	1	3.4%
313	1	3.4%
336	1	3.4%
365	4	13.8%

Value	Count	Frequency (%)
365	4	13.8%
336	1	3.4%
313	1	3.4%
307	1	3.4%
150	1	3.4%
33	1	3.4%
8	1	3.4%
2	1	3.4%
1	3	10.3%
0	15	51.7%

자체프로그램수_작년(건)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	8
Distinct (%)	27.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.4827586

Minimum	0
Maximum	8
Zeros	8
Zeros (%)	27.6%
Negative	0
Negative (%)	0.0%
Memory size	393.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	4
95-th percentile	5.6
Maximum	8
Range	8
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.1317446
Coefficient of variation (CV)	0.85861935
Kurtosis	-0.059283589
Mean	2.4827586
Median Absolute Deviation (MAD)	2
Skewness	0.57201588
Sum	72
Variance	4.544335
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	8	27.6%
3	5	17.2%
2	5	17.2%
4	4	13.8%
5	3	10.3%
1	2	6.9%
8	1	3.4%
6	1	3.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8	27.6%
1	2	6.9%
2	5	17.2%
3	5	17.2%
4	4	13.8%
5	3	10.3%
6	1	3.4%
8	1	3.4%

Value	Count	Frequency (%)
8	1	3.4%
6	1	3.4%
5	3	10.3%
4	4	13.8%
3	5	17.2%
2	5	17.2%
1	2	6.9%
0	8	27.6%

자체프로그램가동일수_작년(일)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	18
Distinct (%)	62.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.551724

Minimum	0
Maximum	313
Zeros	7
Zeros (%)	24.1%
Negative	0
Negative (%)	0.0%
Memory size	393.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	5
Q3	42
95-th percentile	95.2
Maximum	313
Range	313
Interquartile range (IQR)	40

Descriptive statistics

Standard deviation	60.957003
Coefficient of variation (CV)	2.0627224
Kurtosis	17.592131
Mean	29.551724
Median Absolute Deviation (MAD)	5
Skewness	3.9349843
Sum	857
Variance	3715.7562
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
0	7	24.1%
3	3	10.3%
15	2	6.9%
4	2	6.9%
5	2	6.9%
120	1	3.4%
42	1	3.4%
48	1	3.4%
14	1	3.4%
16	1	3.4%
Other values (8)	8	27.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7	24.1%
2	1	3.4%
3	3	10.3%
4	2	6.9%
5	2	6.9%
9	1	3.4%
14	1	3.4%
15	2	6.9%
16	1	3.4%
25	1	3.4%

Value	Count	Frequency (%)
313	1	3.4%
120	1	3.4%
58	1	3.4%
56	1	3.4%
50	1	3.4%
48	1	3.4%
47	1	3.4%
42	1	3.4%
25	1	3.4%
16	1	3.4%

대관프로그램수_작년(건)
Categorical

HIGH CORRELATION IMBALANCE

Distinct	5
Distinct (%)	17.2%
Missing	0
Missing (%)	0.0%
Memory size	364.0 B

0	25
360	1
1	1
3	1
4	1

Length

Max length	3
Median length	1
Mean length	1.0689655
Min length	1

Unique

Unique	4 ?
Unique (%)	13.8%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	25	86.2%
360	1	3.4%
1	1	3.4%
3	1	3.4%
4	1	3.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	25	86.2%
360	1	3.4%
1	1	3.4%
3	1	3.4%
4	1	3.4%

대관프로그램가동일수_작년(일)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	6
Distinct (%)	20.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	83.965517

Minimum	0
Maximum	365
Zeros	21
Zeros (%)	72.4%
Negative	0
Negative (%)	0.0%
Memory size	393.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	365
Maximum	365
Range	365
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	151.75885
Coefficient of variation (CV)	1.8073949
Kurtosis	-0.33341893
Mean	83.965517
Median Absolute Deviation (MAD)	0
Skewness	1.2921418
Sum	2435
Variance	23030.749
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	21	72.4%
365	3	10.3%
336	2	6.9%
307	1	3.4%
360	1	3.4%
1	1	3.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	21	72.4%
1	1	3.4%
307	1	3.4%
336	2	6.9%
360	1	3.4%
365	3	10.3%

Value	Count	Frequency (%)
365	3	10.3%
360	1	3.4%
336	2	6.9%
307	1	3.4%
1	1	3.4%
0	21	72.4%

Heatmap
Table

	문학단체명	사업연도	공간가동일수(일)	공간가동율(%)	준비기간제외활용일수(일)	준비기간제외활용율(%)	자체프로그램수_금년(건)	자체프로그램가동일수_금년(일)	대관프로그램수_금년(건)	대관프로그램가동일수_금년(일)	자체프로그램수_작년(건)	자체프로그램가동일수_작년(일)	대관프로그램수_작년(건)	대관프로그램가동일수_작년(일)
문학단체명	1.000	0.000	0.732	0.435	0.799	0.577	0.758	0.385	0.000	0.516	0.000	0.412	0.000	0.533
사업연도	0.000	1.000	0.531	0.145	0.000	0.000	0.000	0.323	0.073	0.000	0.647	0.000	0.234	0.000
공간가동일수(일)	0.732	0.531	1.000	0.624	0.902	0.204	0.557	0.000	0.522	0.000	0.000	0.000	0.000	0.683
공간가동율(%)	0.435	0.145	0.624	1.000	0.694	0.951	0.000	0.000	0.000	0.000	0.105	0.000	0.000	0.000
준비기간제외활용일수(일)	0.799	0.000	0.902	0.694	1.000	0.618	0.000	0.783	0.000	0.000	0.000	0.458	0.000	0.404
준비기간제외활용율(%)	0.577	0.000	0.204	0.951	0.618	1.000	0.000	0.256	0.000	0.000	0.000	0.000	0.000	0.000
자체프로그램수_금년(건)	0.758	0.000	0.557	0.000	0.000	0.000	1.000	0.000	0.000	0.503	0.733	0.646	0.000	0.433
자체프로그램가동일수_금년(일)	0.385	0.323	0.000	0.000	0.783	0.256	0.000	1.000	0.000	0.286	0.207	0.822	0.000	0.615
대관프로그램수_금년(건)	0.000	0.073	0.522	0.000	0.000	0.000	0.000	0.000	1.000	0.410	0.000	0.000	1.000	0.164
대관프로그램가동일수_금년(일)	0.516	0.000	0.000	0.000	0.000	0.000	0.503	0.286	0.410	1.000	0.609	0.781	0.673	0.784
자체프로그램수_작년(건)	0.000	0.647	0.000	0.105	0.000	0.000	0.733	0.207	0.000	0.609	1.000	0.876	0.245	0.000
자체프로그램가동일수_작년(일)	0.412	0.000	0.000	0.000	0.458	0.000	0.646	0.822	0.000	0.781	0.876	1.000	0.000	0.252
대관프로그램수_작년(건)	0.000	0.234	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.673	0.245	0.000	1.000	0.384
대관프로그램가동일수_작년(일)	0.533	0.000	0.683	0.000	0.404	0.000	0.433	0.615	0.164	0.784	0.000	0.252	0.384	1.000

Heatmap
Table

	대관프로그램수_작년(건)	문학단체명
대관프로그램수_작년(건)	1.000	0.000
문학단체명	0.000	1.000

Heatmap
Table

	사업연도	공간가동일수(일)	공간가동율(%)	준비기간제외활용일수(일)	준비기간제외활용율(%)	자체프로그램수_금년(건)	자체프로그램가동일수_금년(일)	대관프로그램수_금년(건)	대관프로그램가동일수_금년(일)	자체프로그램수_작년(건)	자체프로그램가동일수_작년(일)	대관프로그램가동일수_작년(일)	문학단체명	대관프로그램수_작년(건)
사업연도	1.000	-0.157	-0.447	-0.174	-0.296	-0.058	-0.204	-0.024	0.138	0.368	0.167	0.255	0.000	0.000
공간가동일수(일)	-0.157	1.000	0.243	0.850	-0.058	0.277	0.379	-0.096	-0.263	0.042	0.082	-0.306	0.483	0.000
공간가동율(%)	-0.447	0.243	1.000	0.332	0.654	-0.059	0.329	0.097	0.284	-0.263	-0.055	0.279	0.223	0.000
준비기간제외활용일수(일)	-0.174	0.850	0.332	1.000	0.093	0.425	0.593	-0.062	-0.050	0.093	0.182	-0.142	0.580	0.000
준비기간제외활용율(%)	-0.296	-0.058	0.654	0.093	1.000	-0.056	0.179	0.085	0.170	-0.259	0.051	0.122	0.334	0.000
자체프로그램수_금년(건)	-0.058	0.277	-0.059	0.425	-0.056	1.000	0.166	0.024	-0.226	0.203	-0.209	-0.373	0.344	0.000
자체프로그램가동일수_금년(일)	-0.204	0.379	0.329	0.593	0.179	0.166	1.000	-0.239	0.280	-0.037	0.412	0.396	0.216	0.000
대관프로그램수_금년(건)	-0.024	-0.096	0.097	-0.062	0.085	0.024	-0.239	1.000	0.594	0.215	0.037	0.096	0.000	0.943
대관프로그램가동일수_금년(일)	0.138	-0.263	0.284	-0.050	0.170	-0.226	0.280	0.594	1.000	0.176	0.437	0.725	0.347	0.590
자체프로그램수_작년(건)	0.368	0.042	-0.263	0.093	-0.259	0.203	-0.037	0.215	0.176	1.000	0.590	-0.004	0.000	0.102
자체프로그램가동일수_작년(일)	0.167	0.082	-0.055	0.182	0.051	-0.209	0.412	0.037	0.437	0.590	1.000	0.362	0.262	0.000
대관프로그램가동일수_작년(일)	0.255	-0.306	0.279	-0.142	0.122	-0.373	0.396	0.096	0.725	-0.004	0.362	1.000	0.378	0.295
문학단체명	0.000	0.483	0.223	0.580	0.334	0.344	0.216	0.000	0.347	0.000	0.262	0.378	1.000	0.000
대관프로그램수_작년(건)	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.943	0.590	0.102	0.000	0.295	0.000	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	문학단체명	사업연도	공간가동일수(일)	공간가동율(%)	준비기간제외활용일수(일)	준비기간제외활용율(%)	자체프로그램수_금년(건)	자체프로그램가동일수_금년(일)	대관프로그램수_금년(건)	대관프로그램가동일수_금년(일)	자체프로그램수_작년(건)	자체프로그램가동일수_작년(일)	대관프로그램가동일수_작년(일)
0	악*원	2014	3490	90.0	3190	72.0	3	120	0	0	3	120	0
1	을*집	2014	2172	98.34	2082	81.3	0	58	0	307	0	58	307
2	1*학	2014	365	102.0	292	82.1	2	2	1	1	3	3	0
3	지*단	2014	3192	101.7	3135	85.8	6	27	0	0	5	56	0
4	날*날	2015	232	82.0	184	81.0	13	24	0	0	0	0	0
5	악*원	2015	3550	95.0	2810	77.0	6	54	0	0	0	0	0
6	산*꽃	2015	306	92.0	1390	97.2	3	5	0	0	0	0	0
7	을*집	2015	2527	98.7	2114	82.7	4	45	0	0	0	0	0
8	1*학	2015	365	91.0	280	73.6	2	3	0	0	0	0	0
9	지*단	2015	3441	110.7	3320	90.9	5	33	5	33	0	0	0

	문학단체명	사업연도	공간가동일수(일)	공간가동율(%)	준비기간제외활용일수(일)	준비기간제외활용율(%)	자체프로그램수_금년(건)	자체프로그램가동일수_금년(일)	대관프로그램수_금년(건)	대관프로그램가동일수_금년(일)	자체프로그램수_작년(건)	자체프로그램가동일수_작년(일)	대관프로그램수_작년(건)	대관프로그램가동일수_작년(일)
19	을*집	2017	365	95.56	1840	72.0	3	193	0	365	3	42	0	365
20	버*집	2018	1089	72.0	1010	60.0	5	4	0	0	4	4	0	0
21	날*날	2018	365	100.0	286	85.0	3	4	2	150	3	5	4	336
22	을*집	2018	365	97.9	306	82.0	2	48	0	365	3	47	0	365
23	1*학	2018	365	76.0	279	96.0	1	2	0	0	1	16	0	0
24	지*단	2018	2825	90.51	2717	74.44	4	15	0	0	4	14	0	0
25	을*집	2019	365	96.0	2083	89.7	3	88	0	365	2	48	0	365
26	지*단	2019	3101	90.49	2989	74.44	4	18	1	1	4	15	0	0
27	버*집	2019	1260	84.0	1172	64.0	4	4	0	0	5	4	0	0
28	악*원	2019	1455	45.0	1350	43.0	2	15	0	0	2	15	0	0

을*집	6
지*단	6
1*학	5
악*원	4
날*날	4
Other values (2)	4

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample