gimi9 Pandas Profiling

Dataset statistics

Number of variables	14
Number of observations	181
Missing cells	142
Missing cells (%)	5.6%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	22.2 KiB
Average record size in memory	125.7 B

Variable types

Text	1
Numeric	13

Dataset

Description	2014-2019년 문에진흥기금 공모사업 중 문학 분야 "문예지발간" 지원 사업의 분야별 계량성과(예: 연간 발행 호수, 분야별 수록 작품 수, 원고료 지급 창작자 수 등)
Author	한국문화예술위원회
URL	https://www.data.go.kr/data/15076415/fileData.do

Alerts

`연간발행호수` is highly overall correlated with `원고료지급총창작자수(명)` and 1 other fields	High correlation
`동시_수록작품수(건)` is highly overall correlated with `동화_수록작품수(건)`	High correlation
`동화_수록작품수(건)` is highly overall correlated with `동시_수록작품수(건)`	High correlation
`원고료지급총창작자수(명)` is highly overall correlated with `연간발행호수` and 1 other fields	High correlation
`원고료지급보조금창작자수(명)` is highly overall correlated with `연간발행호수` and 1 other fields	High correlation
`원고료지급총창작자수(명)` has 71 (39.2%) missing values	Missing
`원고료지급보조금창작자수(명)` has 71 (39.2%) missing values	Missing
`연간발행호수` has 3 (1.7%) zeros	Zeros
`소설_수록작품수(건)` has 81 (44.8%) zeros	Zeros
`시_수록작품수(건)` has 65 (35.9%) zeros	Zeros
`시조_수록작품수(건)` has 146 (80.7%) zeros	Zeros
`수필_수록작품수(건)` has 95 (52.5%) zeros	Zeros
`동시_수록작품수(건)` has 137 (75.7%) zeros	Zeros
`동화_수록작품수(건)` has 144 (79.6%) zeros	Zeros
`평론_수록작품수(건)` has 27 (14.9%) zeros	Zeros
`희곡_수록작품수(건)` has 162 (89.5%) zeros	Zeros
`기타_수록작품수(건)` has 69 (38.1%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 20:24:25.848174
Analysis finished	2023-12-12 20:24:46.007378
Duration	20.16 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

문학단체명
Text

Distinct	62
Distinct (%)	34.3%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

Length

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

Characters and Unicode

Total characters	905
Distinct characters	68
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	19 ?
Unique (%)	10.5%

Sample

1st row	제*부
2nd row	국*회
3rd row	1*학
4th row	학*네
5th row	학*상

Value	Count	Frequency (%)
국**회	45	24.9%
대**학	8	4.4%
제**부	5	2.8%
학**네	4	2.2%
학**상	4	2.2%
비**비	4	2.2%
학**사	4	2.2%
음**음	4	2.2%
년**작	3	1.7%
학**당	3	1.7%
Other values (52)	97	53.6%

Most occurring characters

Value	Count	Frequency (%)
*	543	60.0%
국	54	6.0%
회	48	5.3%
학	41	4.5%
사	17	1.9%
음	11	1.2%
대	10	1.1%
시	9	1.0%
서	9	1.0%
비	8	0.9%
Other values (58)	155	17.1%

Most occurring categories

Value	Count	Frequency (%)
Other Punctuation	543	60.0%
Other Letter	360	39.8%
Decimal Number	2	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
국	54	15.0%
회	48	13.3%
학	41	11.4%
사	17	4.7%
음	11	3.1%
대	10	2.8%
시	9	2.5%
서	9	2.5%
비	8	2.2%
린	7	1.9%
Other values (56)	146	40.6%

Other Punctuation

Value	Count	Frequency (%)
*	543	100.0%

Decimal Number

Value	Count	Frequency (%)
1	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	545	60.2%
Hangul	360	39.8%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
국	54	15.0%
회	48	13.3%
학	41	11.4%
사	17	4.7%
음	11	3.1%
대	10	2.8%
시	9	2.5%
서	9	2.5%
비	8	2.2%
린	7	1.9%
Other values (56)	146	40.6%

Common

Value	Count	Frequency (%)
*	543	99.6%
1	2	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	545	60.2%
Hangul	360	39.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
*	543	99.6%
1	2	0.4%

Hangul

Value	Count	Frequency (%)
국	54	15.0%
회	48	13.3%
학	41	11.4%
사	17	4.7%
음	11	3.1%
대	10	2.8%
시	9	2.5%
서	9	2.5%
비	8	2.2%
린	7	1.9%
Other values (56)	146	40.6%

사업연도
Real number (ℝ)

Distinct	6
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2016.7624

Minimum	2014
Maximum	2019
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	2.0395867
Coefficient of variation (CV)	0.0010113173
Kurtosis	-1.5893876
Mean	2016.7624
Median Absolute Deviation (MAD)	1
Skewness	-0.35284142
Sum	365034
Variance	4.1599141
Monotonicity	Increasing

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
2014	51	28.2%
2018	50	27.6%
2019	47	26.0%
2015	14	7.7%
2017	13	7.2%
2016	6	3.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2014	51	28.2%
2015	14	7.7%
2016	6	3.3%
2017	13	7.2%
2018	50	27.6%
2019	47	26.0%

Value	Count	Frequency (%)
2019	47	26.0%
2018	50	27.6%
2017	13	7.2%
2016	6	3.3%
2015	14	7.7%
2014	51	28.2%

연간발행호수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	11
Distinct (%)	6.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.1104972

Minimum	0
Maximum	12
Zeros	3
Zeros (%)	1.7%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	4
median	4
Q3	6
95-th percentile	12
Maximum	12
Range	12
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	3.1918212
Coefficient of variation (CV)	0.62456177
Kurtosis	0.63223532
Mean	5.1104972
Median Absolute Deviation (MAD)	0
Skewness	1.327793
Sum	925
Variance	10.187723
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
4	93	51.4%
12	27	14.9%
2	19	10.5%
3	15	8.3%
6	13	7.2%
8	4	2.2%
0	3	1.7%
1	2	1.1%
7	2	1.1%
5	2	1.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	1.7%
1	2	1.1%
2	19	10.5%
3	15	8.3%
4	93	51.4%
5	2	1.1%
6	13	7.2%
7	2	1.1%
8	4	2.2%
10	1	0.6%

Value	Count	Frequency (%)
12	27	14.9%
10	1	0.6%
8	4	2.2%
7	2	1.1%
6	13	7.2%
5	2	1.1%
4	93	51.4%
3	15	8.3%
2	19	10.5%
1	2	1.1%

소설_수록작품수(건)
Real number (ℝ)

ZEROS

Distinct	45
Distinct (%)	24.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14.480663

Minimum	0
Maximum	168
Zeros	81
Zeros (%)	44.8%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	4
Q3	20
95-th percentile	44
Maximum	168
Range	168
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	27.286869
Coefficient of variation (CV)	1.884366
Kurtosis	17.192077
Mean	14.480663
Median Absolute Deviation (MAD)	4
Skewness	3.8641923
Sum	2621
Variance	744.57324
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=45)

Value	Count	Frequency (%)
0	81	44.8%
20	9	5.0%
10	6	3.3%
4	6	3.3%
23	4	2.2%
8	4	2.2%
15	4	2.2%
12	4	2.2%
24	4	2.2%
31	3	1.7%
Other values (35)	56	30.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	81	44.8%
1	2	1.1%
2	2	1.1%
3	1	0.6%
4	6	3.3%
5	3	1.7%
6	2	1.1%
7	2	1.1%
8	4	2.2%
10	6	3.3%

Value	Count	Frequency (%)
168	1	0.6%
160	1	0.6%
157	1	0.6%
143	1	0.6%
138	1	0.6%
68	1	0.6%
66	1	0.6%
63	1	0.6%
59	1	0.6%
44	1	0.6%

시_수록작품수(건)
Real number (ℝ)

ZEROS

Distinct	96
Distinct (%)	53.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	100.32597

Minimum	0
Maximum	597
Zeros	65
Zeros (%)	35.9%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	42
Q3	155
95-th percentile	365
Maximum	597
Range	597
Interquartile range (IQR)	155

Descriptive statistics

Standard deviation	134.69743
Coefficient of variation (CV)	1.3425979
Kurtosis	2.7642588
Mean	100.32597
Median Absolute Deviation (MAD)	42
Skewness	1.7170828
Sum	18159
Variance	18143.399
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	65	35.9%
12	6	3.3%
98	3	1.7%
36	2	1.1%
80	2	1.1%
65	2	1.1%
6	2	1.1%
104	2	1.1%
285	2	1.1%
155	2	1.1%
Other values (86)	93	51.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	65	35.9%
1	1	0.6%
4	1	0.6%
5	1	0.6%
6	2	1.1%
12	6	3.3%
14	1	0.6%
16	1	0.6%
19	1	0.6%
22	1	0.6%

Value	Count	Frequency (%)
597	1	0.6%
593	1	0.6%
563	1	0.6%
545	1	0.6%
511	1	0.6%
492	1	0.6%
462	1	0.6%
440	1	0.6%
377	1	0.6%
365	1	0.6%

시조_수록작품수(건)
Real number (ℝ)

ZEROS

Distinct	31
Distinct (%)	17.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.856354

Minimum	0
Maximum	564
Zeros	146
Zeros (%)	80.7%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	61
Maximum	564
Range	564
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	86.620573
Coefficient of variation (CV)	4.3623605
Kurtosis	29.075563
Mean	19.856354
Median Absolute Deviation (MAD)	0
Skewness	5.4349063
Sum	3594
Variance	7503.1237
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0	146	80.7%
14	2	1.1%
10	2	1.1%
48	2	1.1%
61	2	1.1%
17	2	1.1%
16	1	0.6%
7	1	0.6%
5	1	0.6%
1	1	0.6%
Other values (21)	21	11.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	146	80.7%
1	1	0.6%
3	1	0.6%
4	1	0.6%
5	1	0.6%
7	1	0.6%
8	1	0.6%
9	1	0.6%
10	2	1.1%
12	1	0.6%

Value	Count	Frequency (%)
564	1	0.6%
538	1	0.6%
516	1	0.6%
497	1	0.6%
471	1	0.6%
207	1	0.6%
79	1	0.6%
67	1	0.6%
61	2	1.1%
58	1	0.6%

수필_수록작품수(건)
Real number (ℝ)

ZEROS

Distinct	54
Distinct (%)	29.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.497238

Minimum	0
Maximum	552
Zeros	95
Zeros (%)	52.5%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	20
95-th percentile	133
Maximum	552
Range	552
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	75.641745
Coefficient of variation (CV)	2.5643671
Kurtosis	20.758014
Mean	29.497238
Median Absolute Deviation (MAD)	0
Skewness	4.2802178
Sum	5339
Variance	5721.6736
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	95	52.5%
8	5	2.8%
1	4	2.2%
20	4	2.2%
12	4	2.2%
13	3	1.7%
16	3	1.7%
25	3	1.7%
10	3	1.7%
49	3	1.7%
Other values (44)	54	29.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	95	52.5%
1	4	2.2%
2	2	1.1%
4	2	1.1%
5	1	0.6%
6	1	0.6%
8	5	2.8%
10	3	1.7%
11	1	0.6%
12	4	2.2%

Value	Count	Frequency (%)
552	1	0.6%
421	1	0.6%
374	1	0.6%
326	1	0.6%
320	1	0.6%
316	1	0.6%
206	1	0.6%
161	1	0.6%
144	1	0.6%
133	1	0.6%

동시_수록작품수(건)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	33
Distinct (%)	18.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.81768

Minimum	0
Maximum	266
Zeros	137
Zeros (%)	75.7%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	131
Maximum	266
Range	266
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	45.932619
Coefficient of variation (CV)	2.7312102
Kurtosis	12.977607
Mean	16.81768
Median Absolute Deviation (MAD)	0
Skewness	3.5178257
Sum	3044
Variance	2109.8055
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	137	75.7%
5	4	2.2%
10	4	2.2%
43	3	1.7%
61	3	1.7%
4	2	1.1%
40	2	1.1%
74	1	0.6%
131	1	0.6%
116	1	0.6%
Other values (23)	23	12.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	137	75.7%
4	2	1.1%
5	4	2.2%
6	1	0.6%
8	1	0.6%
10	4	2.2%
16	1	0.6%
22	1	0.6%
27	1	0.6%
30	1	0.6%

Value	Count	Frequency (%)
266	1	0.6%
261	1	0.6%
226	1	0.6%
183	1	0.6%
175	1	0.6%
164	1	0.6%
153	1	0.6%
152	1	0.6%
140	1	0.6%
131	1	0.6%

동화_수록작품수(건)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	29
Distinct (%)	16.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.0773481

Minimum	0
Maximum	143
Zeros	144
Zeros (%)	79.6%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	49
Maximum	143
Range	143
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	17.826466
Coefficient of variation (CV)	2.9332639
Kurtosis	22.984814
Mean	6.0773481
Median Absolute Deviation (MAD)	0
Skewness	4.2530498
Sum	1100
Variance	317.78287
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
0	144	79.6%
2	3	1.7%
1	3	1.7%
14	3	1.7%
25	2	1.1%
16	2	1.1%
7	2	1.1%
24	1	0.6%
28	1	0.6%
50	1	0.6%
Other values (19)	19	10.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	144	79.6%
1	3	1.7%
2	3	1.7%
6	1	0.6%
7	2	1.1%
9	1	0.6%
11	1	0.6%
12	1	0.6%
14	3	1.7%
15	1	0.6%

Value	Count	Frequency (%)
143	1	0.6%
91	1	0.6%
63	1	0.6%
58	1	0.6%
57	1	0.6%
56	1	0.6%
55	1	0.6%
54	1	0.6%
50	1	0.6%
49	1	0.6%

평론_수록작품수(건)
Real number (ℝ)

ZEROS

Distinct	68
Distinct (%)	37.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26.486188

Minimum	0
Maximum	153
Zeros	27
Zeros (%)	14.9%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	9
median	20
Q3	38
95-th percentile	73
Maximum	153
Range	153
Interquartile range (IQR)	29

Descriptive statistics

Standard deviation	25.485422
Coefficient of variation (CV)	0.96221557
Kurtosis	4.3727056
Mean	26.486188
Median Absolute Deviation (MAD)	13
Skewness	1.7455147
Sum	4794
Variance	649.50675
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	27	14.9%
20	8	4.4%
24	7	3.9%
19	6	3.3%
12	5	2.8%
6	5	2.8%
18	5	2.8%
51	4	2.2%
16	4	2.2%
9	4	2.2%
Other values (58)	106	58.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	27	14.9%
2	1	0.6%
3	1	0.6%
4	4	2.2%
5	2	1.1%
6	5	2.8%
7	3	1.7%
8	2	1.1%
9	4	2.2%
10	4	2.2%

Value	Count	Frequency (%)
153	1	0.6%
122	1	0.6%
115	1	0.6%
108	1	0.6%
89	1	0.6%
88	1	0.6%
79	1	0.6%
76	1	0.6%
73	2	1.1%
70	2	1.1%

희곡_수록작품수(건)
Real number (ℝ)

ZEROS

Distinct	9
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.69060773

Minimum	0
Maximum	21
Zeros	162
Zeros (%)	89.5%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	4
Maximum	21
Range	21
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3.050204
Coefficient of variation (CV)	4.4166954
Kurtosis	31.959964
Mean	0.69060773
Median Absolute Deviation (MAD)	0
Skewness	5.5771341
Sum	125
Variance	9.3037446
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	162	89.5%
1	6	3.3%
4	3	1.7%
3	3	1.7%
5	2	1.1%
20	2	1.1%
10	1	0.6%
17	1	0.6%
21	1	0.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	162	89.5%
1	6	3.3%
3	3	1.7%
4	3	1.7%
5	2	1.1%
10	1	0.6%
17	1	0.6%
20	2	1.1%
21	1	0.6%

Value	Count	Frequency (%)
21	1	0.6%
20	2	1.1%
17	1	0.6%
10	1	0.6%
5	2	1.1%
4	3	1.7%
3	3	1.7%
1	6	3.3%
0	162	89.5%

기타_수록작품수(건)
Real number (ℝ)

ZEROS

Distinct	55
Distinct (%)	30.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	22.563536

Minimum	0
Maximum	1124
Zeros	69
Zeros (%)	38.1%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	6
Q3	25
95-th percentile	67
Maximum	1124
Range	1124
Interquartile range (IQR)	25

Descriptive statistics

Standard deviation	85.827687
Coefficient of variation (CV)	3.8038225
Kurtosis	152.77787
Mean	22.563536
Median Absolute Deviation (MAD)	6
Skewness	11.903506
Sum	4084
Variance	7366.3918
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	69	38.1%
5	6	3.3%
10	5	2.8%
4	5	2.8%
1	5	2.8%
13	4	2.2%
3	4	2.2%
12	4	2.2%
7	4	2.2%
17	4	2.2%
Other values (45)	71	39.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	69	38.1%
1	5	2.8%
2	1	0.6%
3	4	2.2%
4	5	2.8%
5	6	3.3%
6	2	1.1%
7	4	2.2%
8	4	2.2%
9	2	1.1%

Value	Count	Frequency (%)
1124	1	0.6%
132	1	0.6%
116	1	0.6%
111	1	0.6%
90	1	0.6%
83	1	0.6%
79	2	1.1%
75	1	0.6%
67	2	1.1%
66	1	0.6%

원고료지급총창작자수(명)
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	96
Distinct (%)	87.3%
Missing	71
Missing (%)	39.2%
Infinite	0
Infinite (%)	0.0%
Mean	176.28182

Minimum	12
Maximum	689
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	12
5-th percentile	37.45
Q1	88.25
median	147
Q3	218.5
95-th percentile	401.95
Maximum	689
Range	677
Interquartile range (IQR)	130.25

Descriptive statistics

Standard deviation	124.64394
Coefficient of variation (CV)	0.70707203
Kurtosis	2.2544801
Mean	176.28182
Median Absolute Deviation (MAD)	63.5
Skewness	1.3797485
Sum	19391
Variance	15536.113
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
150	4	2.2%
135	3	1.7%
163	3	1.7%
112	3	1.7%
46	2	1.1%
133	2	1.1%
89	2	1.1%
197	2	1.1%
40	2	1.1%
33	1	0.6%
Other values (86)	86	47.5%
(Missing)	71	39.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12	1	0.6%
18	1	0.6%
20	1	0.6%
25	1	0.6%
33	1	0.6%
37	1	0.6%
38	1	0.6%
40	2	1.1%
41	1	0.6%
45	1	0.6%

Value	Count	Frequency (%)
689	1	0.6%
523	1	0.6%
501	1	0.6%
469	1	0.6%
456	1	0.6%
406	1	0.6%
397	1	0.6%
391	1	0.6%
383	1	0.6%
372	1	0.6%

원고료지급보조금창작자수(명)
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	87
Distinct (%)	79.1%
Missing	71
Missing (%)	39.2%
Infinite	0
Infinite (%)	0.0%
Mean	133

Minimum	14
Maximum	456
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	14
5-th percentile	18
Q1	49
median	98.5
Q3	163.75
95-th percentile	397.55
Maximum	456
Range	442
Interquartile range (IQR)	114.75

Descriptive statistics

Standard deviation	116.32168
Coefficient of variation (CV)	0.87459912
Kurtosis	0.72197787
Mean	133
Median Absolute Deviation (MAD)	51
Skewness	1.2944833
Sum	14630
Variance	13530.734
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
52	3	1.7%
16	3	1.7%
18	3	1.7%
20	3	1.7%
48	3	1.7%
73	2	1.1%
110	2	1.1%
79	2	1.1%
56	2	1.1%
94	2	1.1%
Other values (77)	85	47.0%
(Missing)	71	39.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14	1	0.6%
16	3	1.7%
17	1	0.6%
18	3	1.7%
19	1	0.6%
20	3	1.7%
21	1	0.6%
22	1	0.6%
24	1	0.6%
25	1	0.6%

Value	Count	Frequency (%)
456	1	0.6%
447	1	0.6%
435	1	0.6%
417	1	0.6%
406	1	0.6%
398	1	0.6%
397	1	0.6%
383	1	0.6%
366	1	0.6%
360	1	0.6%

Phik (φk)
Auto

Heatmap
Table

	문학단체명	사업연도	연간발행호수	소설_수록작품수(건)	시_수록작품수(건)	시조_수록작품수(건)	수필_수록작품수(건)	동시_수록작품수(건)	동화_수록작품수(건)	평론_수록작품수(건)	희곡_수록작품수(건)	기타_수록작품수(건)	원고료지급총창작자수(명)	원고료지급보조금창작자수(명)
문학단체명	1.000	0.000	0.542	0.000	0.821	0.868	0.000	0.634	0.000	0.852	0.000	0.000	0.000	0.000
사업연도	0.000	1.000	0.317	0.235	0.567	0.055	0.344	0.220	0.223	0.157	0.259	0.141	0.000	0.047
연간발행호수	0.542	0.317	1.000	0.367	0.463	0.045	0.425	0.372	0.345	0.246	0.241	0.000	0.562	0.532
소설_수록작품수(건)	0.000	0.235	0.367	1.000	0.510	0.304	0.556	0.130	0.411	0.000	0.486	0.000	0.449	0.000
시_수록작품수(건)	0.821	0.567	0.463	0.510	1.000	0.300	0.541	0.238	0.387	0.582	0.601	0.000	0.559	0.609
시조_수록작품수(건)	0.868	0.055	0.045	0.304	0.300	1.000	0.335	0.083	0.359	0.000	0.333	0.000	0.555	0.044
수필_수록작품수(건)	0.000	0.344	0.425	0.556	0.541	0.335	1.000	0.501	0.473	0.000	0.769	0.000	0.614	0.819
동시_수록작품수(건)	0.634	0.220	0.372	0.130	0.238	0.083	0.501	1.000	0.866	0.000	0.560	0.000	0.451	0.662
동화_수록작품수(건)	0.000	0.223	0.345	0.411	0.387	0.359	0.473	0.866	1.000	0.000	0.546	0.000	0.536	0.698
평론_수록작품수(건)	0.852	0.157	0.246	0.000	0.582	0.000	0.000	0.000	0.000	1.000	0.000	0.000	0.251	0.294
희곡_수록작품수(건)	0.000	0.259	0.241	0.486	0.601	0.333	0.769	0.560	0.546	0.000	1.000	0.000	0.498	0.565
기타_수록작품수(건)	0.000	0.141	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.000
원고료지급총창작자수(명)	0.000	0.000	0.562	0.449	0.559	0.555	0.614	0.451	0.536	0.251	0.498	0.000	1.000	0.857
원고료지급보조금창작자수(명)	0.000	0.047	0.532	0.000	0.609	0.044	0.819	0.662	0.698	0.294	0.565	0.000	0.857	1.000

Heatmap
Table

	사업연도	연간발행호수	소설_수록작품수(건)	시_수록작품수(건)	시조_수록작품수(건)	수필_수록작품수(건)	동시_수록작품수(건)	동화_수록작품수(건)	평론_수록작품수(건)	희곡_수록작품수(건)	기타_수록작품수(건)	원고료지급총창작자수(명)	원고료지급보조금창작자수(명)
사업연도	1.000	-0.058	0.008	-0.144	0.033	-0.096	-0.004	0.014	-0.052	-0.108	-0.133	0.039	-0.063
연간발행호수	-0.058	1.000	0.238	0.390	0.140	0.490	0.173	0.137	0.173	0.153	0.204	0.704	0.559
소설_수록작품수(건)	0.008	0.238	1.000	0.344	-0.101	0.267	0.024	0.044	-0.098	0.215	0.138	-0.042	-0.272
시_수록작품수(건)	-0.144	0.390	0.344	1.000	0.138	0.342	0.029	-0.056	0.201	0.150	0.224	0.235	0.067
시조_수록작품수(건)	0.033	0.140	-0.101	0.138	1.000	0.175	0.200	0.196	-0.134	0.123	-0.018	0.218	0.267
수필_수록작품수(건)	-0.096	0.490	0.267	0.342	0.175	1.000	0.121	0.078	0.036	0.179	0.223	0.313	0.177
동시_수록작품수(건)	-0.004	0.173	0.024	0.029	0.200	0.121	1.000	0.800	-0.153	0.262	0.166	0.348	0.430
동화_수록작품수(건)	0.014	0.137	0.044	-0.056	0.196	0.078	0.800	1.000	-0.197	0.281	0.139	0.287	0.417
평론_수록작품수(건)	-0.052	0.173	-0.098	0.201	-0.134	0.036	-0.153	-0.197	1.000	-0.128	0.038	-0.134	-0.153
희곡_수록작품수(건)	-0.108	0.153	0.215	0.150	0.123	0.179	0.262	0.281	-0.128	1.000	0.058	0.097	-0.004
기타_수록작품수(건)	-0.133	0.204	0.138	0.224	-0.018	0.223	0.166	0.139	0.038	0.058	1.000	0.146	0.065
원고료지급총창작자수(명)	0.039	0.704	-0.042	0.235	0.218	0.313	0.348	0.287	-0.134	0.097	0.146	1.000	0.765
원고료지급보조금창작자수(명)	-0.063	0.559	-0.272	0.067	0.267	0.177	0.430	0.417	-0.153	-0.004	0.065	0.765	1.000

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.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	문학단체명	사업연도	연간발행호수	소설_수록작품수(건)	시_수록작품수(건)	시조_수록작품수(건)	수필_수록작품수(건)	동시_수록작품수(건)	동화_수록작품수(건)	평론_수록작품수(건)	희곡_수록작품수(건)	기타_수록작품수(건)	원고료지급총창작자수(명)	원고료지급보조금창작자수(명)
0	제*부	2014	6	63	174	0	161	36	24	14	4	13	<NA>	<NA>
1	국*회	2014	12	59	511	79	206	61	31	10	10	1	<NA>	<NA>
2	1*학	2014	4	20	83	0	0	0	0	26	0	13	<NA>	<NA>
3	학*네	2014	4	29	81	0	15	10	0	52	0	10	<NA>	<NA>
4	학*상	2014	12	24	132	12	125	0	0	68	0	79	<NA>	<NA>
5	음*사	2014	4	19	62	0	0	0	0	52	0	7	<NA>	<NA>
6	천*학	2014	4	13	90	0	0	0	0	19	0	79	<NA>	<NA>
7	행*사	2014	4	22	87	0	61	0	0	22	0	0	<NA>	<NA>
8	년*작	2014	4	0	273	0	0	0	0	32	0	30	<NA>	<NA>
9	간*선	2014	4	7	188	0	0	0	0	38	0	8	<NA>	<NA>

	문학단체명	사업연도	연간발행호수	소설_수록작품수(건)	시_수록작품수(건)	시조_수록작품수(건)	수필_수록작품수(건)	동화_수록작품수(건)	평론_수록작품수(건)	기타_수록작품수(건)	원고료지급총창작자수(명)	원고료지급보조금창작자수(명)
171	서*망	2019	4	0	206	0	40	0	20	0	163	110
172	와*시	2019	4	0	252	0	49	0	0	51	183	130
173	국*회	2019	4	23	0	0	0	0	0	34	53	53
174	시*아	2019	4	16	34	0	0	0	19	0	33	29
175	국*회	2019	8	0	0	0	0	0	0	0	501	447
176	행*사	2019	6	35	29	0	45	0	70	18	197	20
177	국*연	2019	12	0	492	0	24	0	115	4	391	317
178	대*학	2019	12	37	184	0	119	0	40	12	300	129
179	국*회	2019	6	0	0	15	0	49	20	18	360	360
180	천*학	2019	4	14	70	0	0	0	12	0	80	78

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Other Punctuation

Decimal Number

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Interactions

Correlations

Missing values

Sample