gimi9 Pandas Profiling

Dataset statistics

Number of variables	13
Number of observations	76
Missing cells	16
Missing cells (%)	1.6%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	8.7 KiB
Average record size in memory	117.7 B

Variable types

Text	1
Numeric	12

Dataset

Description	광주광역시 생활체육종목 및 동호인 현황으로 자료출처는 광주광역시 체육회임 각 자치구별로 종목별 클럽 수 및 동호인 현황등으로 관리되고 있습니다.
Author	광주광역시
URL	https://www.data.go.kr/data/15107391/fileData.do

Alerts

`클럽합계` is highly overall correlated with `동호인합계` and 10 other fields	High correlation
`동호인합계` is highly overall correlated with `클럽합계` and 10 other fields	High correlation
`동구클럽` is highly overall correlated with `클럽합계` and 6 other fields	High correlation
`동구동호인` is highly overall correlated with `클럽합계` and 9 other fields	High correlation
`서구클럽` is highly overall correlated with `클럽합계` and 9 other fields	High correlation
`서구동호인` is highly overall correlated with `클럽합계` and 9 other fields	High correlation
`남구클럽` is highly overall correlated with `클럽합계` and 10 other fields	High correlation
`남구동호인` is highly overall correlated with `클럽합계` and 10 other fields	High correlation
`북구클럽` is highly overall correlated with `클럽합계` and 9 other fields	High correlation
`북구동호인` is highly overall correlated with `클럽합계` and 8 other fields	High correlation
`광산구클럽` is highly overall correlated with `클럽합계` and 10 other fields	High correlation
`광산구동호인` is highly overall correlated with `클럽합계` and 10 other fields	High correlation
`동구클럽` has 2 (2.6%) missing values	Missing
`동구동호인` has 2 (2.6%) missing values	Missing
`서구클럽` has 2 (2.6%) missing values	Missing
`서구동호인` has 2 (2.6%) missing values	Missing
`남구클럽` has 2 (2.6%) missing values	Missing
`남구동호인` has 2 (2.6%) missing values	Missing
`북구클럽` has 2 (2.6%) missing values	Missing
`북구동호인` has 2 (2.6%) missing values	Missing
`종목` has unique values	Unique
`클럽합계` has 14 (18.4%) zeros	Zeros
`동호인합계` has 14 (18.4%) zeros	Zeros
`동구클럽` has 43 (56.6%) zeros	Zeros
`동구동호인` has 43 (56.6%) zeros	Zeros
`서구클럽` has 36 (47.4%) zeros	Zeros
`서구동호인` has 36 (47.4%) zeros	Zeros
`남구클럽` has 40 (52.6%) zeros	Zeros
`남구동호인` has 40 (52.6%) zeros	Zeros
`북구클럽` has 37 (48.7%) zeros	Zeros
`북구동호인` has 37 (48.7%) zeros	Zeros
`광산구클럽` has 35 (46.1%) zeros	Zeros
`광산구동호인` has 35 (46.1%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 17:39:52.376842
Analysis finished	2023-12-12 17:40:09.372890
Duration	17 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

종목
Text

UNIQUE

Distinct	76
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	740.0 B

Length

Max length	6
Median length	3
Mean length	3.6184211
Min length	2

Characters and Unicode

Total characters	275
Distinct characters	126
Distinct categories	4 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	76 ?
Unique (%)	100.0%

Sample

1st row	걷 기
2nd row	검 도
3rd row	게이트볼
4th row	골 프
5th row	국무도

Value	Count	Frequency (%)
구	7	6.7%
상	2	1.9%
볼	2	1.9%
도	2	1.9%
걷	1	1.0%
축	1	1.0%
트레킹	1	1.0%
테니스	1	1.0%
견	1	1.0%
택	1	1.0%
Other values (85)	85	81.7%

Most occurring characters

Value	Count	Frequency (%)
	28	10.2%
스	13	4.7%
구	9	3.3%
도	8	2.9%
기	7	2.5%
무	6	2.2%
이	6	2.2%
트	6	2.2%
볼	6	2.2%
수	5	1.8%
Other values (116)	181	65.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	245	89.1%
Space Separator	28	10.2%
Decimal Number	1	0.4%
Lowercase Letter	1	0.4%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
스	13	5.3%
구	9	3.7%
도	8	3.3%
기	7	2.9%
무	6	2.4%
이	6	2.4%
트	6	2.4%
볼	6	2.4%
수	5	2.0%
프	5	2.0%
Other values (113)	174	71.0%

Space Separator

Value	Count	Frequency (%)
	28	100.0%

Decimal Number

Value	Count	Frequency (%)
3	1	100.0%

Lowercase Letter

Value	Count	Frequency (%)
e	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	245	89.1%
Common	29	10.5%
Latin	1	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
스	13	5.3%
구	9	3.7%
도	8	3.3%
기	7	2.9%
무	6	2.4%
이	6	2.4%
트	6	2.4%
볼	6	2.4%
수	5	2.0%
프	5	2.0%
Other values (113)	174	71.0%

Common

Value	Count	Frequency (%)
	28	96.6%
3	1	3.4%

Latin

Value	Count	Frequency (%)
e	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	245	89.1%
ASCII	30	10.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	28	93.3%
3	1	3.3%
e	1	3.3%

Hangul

Value	Count	Frequency (%)
스	13	5.3%
구	9	3.7%
도	8	3.3%
기	7	2.9%
무	6	2.4%
이	6	2.4%
트	6	2.4%
볼	6	2.4%
수	5	2.0%
프	5	2.0%
Other values (113)	174	71.0%

클럽합계
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	37
Distinct (%)	48.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27.684211

Minimum	0
Maximum	314
Zeros	14
Zeros (%)	18.4%
Negative	0
Negative (%)	0.0%
Memory size	816.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3.75
median	13
Q3	29
95-th percentile	122.75
Maximum	314
Range	314
Interquartile range (IQR)	25.25

Descriptive statistics

Standard deviation	48.650649
Coefficient of variation (CV)	1.7573428
Kurtosis	17.143094
Mean	27.684211
Median Absolute Deviation (MAD)	11
Skewness	3.7605886
Sum	2104
Variance	2366.8856
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=37)

Value	Count	Frequency (%)
0	14	18.4%
7	5	6.6%
3	5	6.6%
14	5	6.6%
13	3	3.9%
10	3	3.9%
29	3	3.9%
12	3	3.9%
21	2	2.6%
32	2	2.6%
Other values (27)	31	40.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14	18.4%
3	5	6.6%
4	2	2.6%
5	1	1.3%
6	2	2.6%
7	5	6.6%
8	1	1.3%
9	1	1.3%
10	3	3.9%
12	3	3.9%

Value	Count	Frequency (%)
314	1	1.3%
176	1	1.3%
162	1	1.3%
152	1	1.3%
113	1	1.3%
92	1	1.3%
79	1	1.3%
56	1	1.3%
55	1	1.3%
51	1	1.3%

동호인합계
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	60
Distinct (%)	78.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1017.0921

Minimum	0
Maximum	22779
Zeros	14
Zeros (%)	18.4%
Negative	0
Negative (%)	0.0%
Memory size	816.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	55.5
median	265.5
Q3	642.75
95-th percentile	3983.25
Maximum	22779
Range	22779
Interquartile range (IQR)	587.25

Descriptive statistics

Standard deviation	2859.2092
Coefficient of variation (CV)	2.8111605
Kurtosis	45.952877
Mean	1017.0921
Median Absolute Deviation (MAD)	265.5
Skewness	6.3101073
Sum	77299
Variance	8175077.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	14	18.4%
235	2	2.6%
405	2	2.6%
51	2	2.6%
154	1	1.3%
77	1	1.3%
1202	1	1.3%
574	1	1.3%
562	1	1.3%
3834	1	1.3%
Other values (50)	50	65.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14	18.4%
30	1	1.3%
42	1	1.3%
50	1	1.3%
51	2	2.6%
57	1	1.3%
65	1	1.3%
77	1	1.3%
81	1	1.3%
83	1	1.3%

Value	Count	Frequency (%)
22779	1	1.3%
7079	1	1.3%
6893	1	1.3%
4431	1	1.3%
3834	1	1.3%
3112	1	1.3%
2037	1	1.3%
2016	1	1.3%
1962	1	1.3%
1894	1	1.3%

동구클럽
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	11
Distinct (%)	14.9%
Missing	2
Missing (%)	2.6%
Infinite	0
Infinite (%)	0.0%
Mean	3.527027

Minimum	0
Maximum	28
Zeros	43
Zeros (%)	56.6%
Negative	0
Negative (%)	0.0%
Memory size	816.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	6.75
95-th percentile	14
Maximum	28
Range	28
Interquartile range (IQR)	6.75

Descriptive statistics

Standard deviation	5.5052229
Coefficient of variation (CV)	1.5608678
Kurtosis	6.98222
Mean	3.527027
Median Absolute Deviation (MAD)	0
Skewness	2.3277811
Sum	261
Variance	30.307479
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	43	56.6%
7	8	10.5%
5	7	9.2%
8	5	6.6%
4	3	3.9%
6	2	2.6%
14	2	2.6%
10	1	1.3%
15	1	1.3%
28	1	1.3%
(Missing)	2	2.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	43	56.6%
4	3	3.9%
5	7	9.2%
6	2	2.6%
7	8	10.5%
8	5	6.6%
10	1	1.3%
14	2	2.6%
15	1	1.3%
25	1	1.3%

Value	Count	Frequency (%)
28	1	1.3%
25	1	1.3%
15	1	1.3%
14	2	2.6%
10	1	1.3%
8	5	6.6%
7	8	10.5%
6	2	2.6%
5	7	9.2%
4	3	3.9%

동구동호인
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	29
Distinct (%)	39.2%
Missing	2
Missing (%)	2.6%
Infinite	0
Infinite (%)	0.0%
Mean	88.648649

Minimum	0
Maximum	1300
Zeros	43
Zeros (%)	56.6%
Negative	0
Negative (%)	0.0%
Memory size	816.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	84.75
95-th percentile	424.9
Maximum	1300
Range	1300
Interquartile range (IQR)	84.75

Descriptive statistics

Standard deviation	210.09166
Coefficient of variation (CV)	2.3699364
Kurtosis	19.768889
Mean	88.648649
Median Absolute Deviation (MAD)	0
Skewness	4.1782864
Sum	6560
Variance	44138.505
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
0	43	56.6%
80	2	2.6%
84	2	2.6%
100	2	2.6%
413	1	1.3%
71	1	1.3%
175	1	1.3%
151	1	1.3%
264	1	1.3%
122	1	1.3%
Other values (19)	19	25.0%
(Missing)	2	2.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	43	56.6%
30	1	1.3%
42	1	1.3%
45	1	1.3%
51	1	1.3%
54	1	1.3%
60	1	1.3%
66	1	1.3%
71	1	1.3%
80	2	2.6%

Value	Count	Frequency (%)
1300	1	1.3%
1028	1	1.3%
520	1	1.3%
447	1	1.3%
413	1	1.3%
283	1	1.3%
264	1	1.3%
208	1	1.3%
175	1	1.3%
151	1	1.3%

서구클럽
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	18
Distinct (%)	24.3%
Missing	2
Missing (%)	2.6%
Infinite	0
Infinite (%)	0.0%
Mean	5.3783784

Minimum	0
Maximum	38
Zeros	36
Zeros (%)	47.4%
Negative	0
Negative (%)	0.0%
Memory size	816.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3
Q3	7
95-th percentile	22.7
Maximum	38
Range	38
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	7.8908699
Coefficient of variation (CV)	1.4671467
Kurtosis	5.3562348
Mean	5.3783784
Median Absolute Deviation (MAD)	3
Skewness	2.1847309
Sum	398
Variance	62.265827
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
0	36	47.4%
7	12	15.8%
5	3	3.9%
3	3	3.9%
9	3	3.9%
4	3	3.9%
13	2	2.6%
12	2	2.6%
24	1	1.3%
33	1	1.3%
Other values (8)	8	10.5%
(Missing)	2	2.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	36	47.4%
3	3	3.9%
4	3	3.9%
5	3	3.9%
6	1	1.3%
7	12	15.8%
8	1	1.3%
9	3	3.9%
10	1	1.3%
12	2	2.6%

Value	Count	Frequency (%)
38	1	1.3%
33	1	1.3%
27	1	1.3%
24	1	1.3%
22	1	1.3%
19	1	1.3%
14	1	1.3%
13	2	2.6%
12	2	2.6%
10	1	1.3%

서구동호인
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	36
Distinct (%)	48.6%
Missing	2
Missing (%)	2.6%
Infinite	0
Infinite (%)	0.0%
Mean	195.71622

Minimum	0
Maximum	2209
Zeros	36
Zeros (%)	47.4%
Negative	0
Negative (%)	0.0%
Memory size	816.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	50.5
Q3	193.5
95-th percentile	918.2
Maximum	2209
Range	2209
Interquartile range (IQR)	193.5

Descriptive statistics

Standard deviation	386.04569
Coefficient of variation (CV)	1.9724768
Kurtosis	13.045238
Mean	195.71622
Median Absolute Deviation (MAD)	50.5
Skewness	3.3561844
Sum	14483
Variance	149031.27
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=36)

Value	Count	Frequency (%)
0	36	47.4%
120	3	3.9%
131	2	2.6%
56	1	1.3%
109	1	1.3%
243	1	1.3%
83	1	1.3%
45	1	1.3%
642	1	1.3%
92	1	1.3%
Other values (26)	26	34.2%
(Missing)	2	2.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	36	47.4%
45	1	1.3%
56	1	1.3%
59	1	1.3%
65	1	1.3%
83	1	1.3%
92	1	1.3%
100	1	1.3%
107	1	1.3%
109	1	1.3%

Value	Count	Frequency (%)
2209	1	1.3%
1781	1	1.3%
1059	1	1.3%
965	1	1.3%
893	1	1.3%
808	1	1.3%
642	1	1.3%
557	1	1.3%
445	1	1.3%
438	1	1.3%

남구클럽
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	16
Distinct (%)	21.6%
Missing	2
Missing (%)	2.6%
Infinite	0
Infinite (%)	0.0%
Mean	4.8378378

Minimum	0
Maximum	52
Zeros	40
Zeros (%)	52.6%
Negative	0
Negative (%)	0.0%
Memory size	816.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	6
95-th percentile	24.05
Maximum	52
Range	52
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	9.1442429
Coefficient of variation (CV)	1.8901508
Kurtosis	11.721331
Mean	4.8378378
Median Absolute Deviation (MAD)	0
Skewness	3.1858036
Sum	358
Variance	83.617179
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	40	52.6%
5	6	7.9%
7	6	7.9%
4	5	6.6%
3	3	3.9%
6	3	3.9%
8	2	2.6%
10	1	1.3%
9	1	1.3%
22	1	1.3%
Other values (6)	6	7.9%
(Missing)	2	2.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	40	52.6%
3	3	3.9%
4	5	6.6%
5	6	7.9%
6	3	3.9%
7	6	7.9%
8	2	2.6%
9	1	1.3%
10	1	1.3%
15	1	1.3%

Value	Count	Frequency (%)
52	1	1.3%
39	1	1.3%
27	1	1.3%
26	1	1.3%
23	1	1.3%
22	1	1.3%
15	1	1.3%
10	1	1.3%
9	1	1.3%
8	2	2.6%

남구동호인
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	33
Distinct (%)	44.6%
Missing	2
Missing (%)	2.6%
Infinite	0
Infinite (%)	0.0%
Mean	181.27027

Minimum	0
Maximum	3840
Zeros	40
Zeros (%)	52.6%
Negative	0
Negative (%)	0.0%
Memory size	816.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	139.5
95-th percentile	804.6
Maximum	3840
Range	3840
Interquartile range (IQR)	139.5

Descriptive statistics

Standard deviation	507.68209
Coefficient of variation (CV)	2.8006914
Kurtosis	37.930161
Mean	181.27027
Median Absolute Deviation (MAD)	0
Skewness	5.6653218
Sum	13414
Variance	257741.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	40	52.6%
113	2	2.6%
110	2	2.6%
72	1	1.3%
355	1	1.3%
305	1	1.3%
51	1	1.3%
169	1	1.3%
130	1	1.3%
701	1	1.3%
Other values (23)	23	30.3%
(Missing)	2	2.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	40	52.6%
51	1	1.3%
55	1	1.3%
57	1	1.3%
72	1	1.3%
80	1	1.3%
108	1	1.3%
110	2	2.6%
113	2	2.6%
115	1	1.3%

Value	Count	Frequency (%)
3840	1	1.3%
1371	1	1.3%
1300	1	1.3%
997	1	1.3%
701	1	1.3%
668	1	1.3%
510	1	1.3%
355	1	1.3%
305	1	1.3%
237	1	1.3%

북구클럽
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	17
Distinct (%)	23.0%
Missing	2
Missing (%)	2.6%
Infinite	0
Infinite (%)	0.0%
Mean	6.7972973

Minimum	0
Maximum	120
Zeros	37
Zeros (%)	48.7%
Negative	0
Negative (%)	0.0%
Memory size	816.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1.5
Q3	7
95-th percentile	24.1
Maximum	120
Range	120
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	15.981136
Coefficient of variation (CV)	2.3511015
Kurtosis	35.511146
Mean	6.7972973
Median Absolute Deviation (MAD)	1.5
Skewness	5.4379825
Sum	503
Variance	255.3967
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0	37	48.7%
7	11	14.5%
4	4	5.3%
10	4	5.3%
5	3	3.9%
11	2	2.6%
3	2	2.6%
6	2	2.6%
49	1	1.3%
14	1	1.3%
Other values (7)	7	9.2%
(Missing)	2	2.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	37	48.7%
3	2	2.6%
4	4	5.3%
5	3	3.9%
6	2	2.6%
7	11	14.5%
9	1	1.3%
10	4	5.3%
11	2	2.6%
13	1	1.3%

Value	Count	Frequency (%)
120	1	1.3%
49	1	1.3%
43	1	1.3%
28	1	1.3%
22	1	1.3%
17	1	1.3%
14	1	1.3%
13	1	1.3%
11	2	2.6%
10	4	5.3%

북구동호인
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	33
Distinct (%)	44.6%
Missing	2
Missing (%)	2.6%
Infinite	0
Infinite (%)	0.0%
Mean	327.21622

Minimum	0
Maximum	11930
Zeros	37
Zeros (%)	48.7%
Negative	0
Negative (%)	0.0%
Memory size	816.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	21
Q3	187.5
95-th percentile	1100
Maximum	11930
Range	11930
Interquartile range (IQR)	187.5

Descriptive statistics

Standard deviation	1406.727
Coefficient of variation (CV)	4.2990748
Kurtosis	65.737203
Mean	327.21622
Median Absolute Deviation (MAD)	21
Skewness	7.9227181
Sum	24214
Variance	1978880.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	37	48.7%
65	2	2.6%
300	2	2.6%
1100	2	2.6%
150	2	2.6%
80	2	2.6%
174	1	1.3%
291	1	1.3%
42	1	1.3%
235	1	1.3%
Other values (23)	23	30.3%
(Missing)	2	2.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	37	48.7%
42	1	1.3%
54	1	1.3%
65	2	2.6%
80	2	2.6%
92	1	1.3%
100	1	1.3%
105	1	1.3%
110	1	1.3%
119	1	1.3%

Value	Count	Frequency (%)
11930	1	1.3%
1941	1	1.3%
1200	1	1.3%
1100	2	2.6%
860	1	1.3%
630	1	1.3%
440	1	1.3%
360	1	1.3%
313	1	1.3%
300	2	2.6%

광산구클럽
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	18
Distinct (%)	23.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.6842105

Minimum	0
Maximum	108
Zeros	35
Zeros (%)	46.1%
Negative	0
Negative (%)	0.0%
Memory size	816.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	4
Q3	7
95-th percentile	29.75
Maximum	108
Range	108
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	16.089923
Coefficient of variation (CV)	2.0938941
Kurtosis	21.857863
Mean	7.6842105
Median Absolute Deviation (MAD)	4
Skewness	4.2760573
Sum	584
Variance	258.88561
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
0	35	46.1%
7	15	19.7%
5	5	6.6%
4	3	3.9%
10	3	3.9%
21	2	2.6%
3	2	2.6%
6	1	1.3%
8	1	1.3%
27	1	1.3%
Other values (8)	8	10.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	35	46.1%
3	2	2.6%
4	3	3.9%
5	5	6.6%
6	1	1.3%
7	15	19.7%
8	1	1.3%
10	3	3.9%
11	1	1.3%
12	1	1.3%

Value	Count	Frequency (%)
108	1	1.3%
60	1	1.3%
57	1	1.3%
38	1	1.3%
27	1	1.3%
24	1	1.3%
21	2	2.6%
13	1	1.3%
12	1	1.3%
11	1	1.3%

광산구동호인
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	37
Distinct (%)	48.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	245.10526

Minimum	0
Maximum	3500
Zeros	35
Zeros (%)	46.1%
Negative	0
Negative (%)	0.0%
Memory size	816.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	60
Q3	172.25
95-th percentile	1420
Maximum	3500
Range	3500
Interquartile range (IQR)	172.25

Descriptive statistics

Standard deviation	577.60525
Coefficient of variation (CV)	2.35656
Kurtosis	16.12218
Mean	245.10526
Median Absolute Deviation (MAD)	60
Skewness	3.8100202
Sum	18628
Variance	333627.83
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=37)

Value	Count	Frequency (%)
0	35	46.1%
97	2	2.6%
1840	2	2.6%
185	2	2.6%
77	2	2.6%
230	2	2.6%
424	1	1.3%
750	1	1.3%
3500	1	1.3%
710	1	1.3%
Other values (27)	27	35.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	35	46.1%
42	1	1.3%
50	1	1.3%
54	1	1.3%
66	1	1.3%
77	2	2.6%
81	1	1.3%
92	1	1.3%
94	1	1.3%
96	1	1.3%

Value	Count	Frequency (%)
3500	1	1.3%
2401	1	1.3%
1840	2	2.6%
1280	1	1.3%
825	1	1.3%
750	1	1.3%
710	1	1.3%
580	1	1.3%
500	1	1.3%
424	1	1.3%

Phik (φk)
Auto

Heatmap
Table

	종목	클럽합계	동호인합계	동구클럽	동구동호인	서구클럽	서구동호인	남구클럽	남구동호인	북구클럽	북구동호인	광산구클럽	광산구동호인
종목	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000
클럽합계	1.000	1.000	0.900	0.969	0.865	0.909	0.968	0.967	0.899	0.909	0.917	0.943	0.950
동호인합계	1.000	0.900	1.000	0.920	0.901	0.829	0.920	0.843	0.858	0.991	1.000	0.935	0.910
동구클럽	1.000	0.969	0.920	1.000	0.883	0.824	0.952	0.950	0.948	0.910	1.000	0.874	0.951
동구동호인	1.000	0.865	0.901	0.883	1.000	0.837	0.808	0.857	0.850	0.965	0.994	0.947	0.885
서구클럽	1.000	0.909	0.829	0.824	0.837	1.000	0.886	0.826	0.869	0.937	0.898	0.924	0.792
서구동호인	1.000	0.968	0.920	0.952	0.808	0.886	1.000	0.960	0.885	0.927	0.900	0.880	0.951
남구클럽	1.000	0.967	0.843	0.950	0.857	0.826	0.960	1.000	0.897	0.854	0.865	0.813	0.944
남구동호인	1.000	0.899	0.858	0.948	0.850	0.869	0.885	0.897	1.000	0.897	0.883	0.865	0.828
북구클럽	1.000	0.909	0.991	0.910	0.965	0.937	0.927	0.854	0.897	1.000	1.000	0.990	0.928
북구동호인	1.000	0.917	1.000	1.000	0.994	0.898	0.900	0.865	0.883	1.000	1.000	0.997	0.917
광산구클럽	1.000	0.943	0.935	0.874	0.947	0.924	0.880	0.813	0.865	0.990	0.997	1.000	0.908
광산구동호인	1.000	0.950	0.910	0.951	0.885	0.792	0.951	0.944	0.828	0.928	0.917	0.908	1.000

Heatmap
Table

	클럽합계	동호인합계	동구클럽	동구동호인	서구클럽	서구동호인	남구클럽	남구동호인	북구클럽	북구동호인	광산구클럽	광산구동호인
클럽합계	1.000	0.956	0.701	0.743	0.810	0.812	0.765	0.759	0.799	0.751	0.827	0.802
동호인합계	0.956	1.000	0.610	0.687	0.763	0.806	0.739	0.769	0.800	0.801	0.803	0.822
동구클럽	0.701	0.610	1.000	0.958	0.448	0.481	0.575	0.548	0.474	0.425	0.566	0.556
동구동호인	0.743	0.687	0.958	1.000	0.527	0.583	0.627	0.631	0.518	0.481	0.614	0.603
서구클럽	0.810	0.763	0.448	0.527	1.000	0.955	0.600	0.609	0.599	0.555	0.641	0.609
서구동호인	0.812	0.806	0.481	0.583	0.955	1.000	0.621	0.665	0.575	0.543	0.677	0.677
남구클럽	0.765	0.739	0.575	0.627	0.600	0.621	1.000	0.968	0.647	0.572	0.582	0.529
남구동호인	0.759	0.769	0.548	0.631	0.609	0.665	0.968	1.000	0.647	0.592	0.583	0.560
북구클럽	0.799	0.800	0.474	0.518	0.599	0.575	0.647	0.647	1.000	0.965	0.656	0.632
북구동호인	0.751	0.801	0.425	0.481	0.555	0.543	0.572	0.592	0.965	1.000	0.620	0.622
광산구클럽	0.827	0.803	0.566	0.614	0.641	0.677	0.582	0.583	0.656	0.620	1.000	0.953
광산구동호인	0.802	0.822	0.556	0.603	0.609	0.677	0.529	0.560	0.632	0.622	0.953	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

	종목	클럽합계	동호인합계	동구클럽	동구동호인	서구클럽	서구동호인	남구클럽	남구동호인	북구클럽	북구동호인	광산구클럽	광산구동호인
0	걷 기	13	154	8	42	0	0	0	0	0	0	5	112
1	검 도	32	963	7	208	7	198	4	178	10	192	4	187
2	게이트볼	48	542	5	66	10	100	9	108	13	167	11	101
3	골 프	19	405	0	0	4	56	4	113	4	80	7	156
4	국무도	0	0	0	0	0	0	0	0	0	0	0	0
5	국선도	5	51	5	51	0	0	0	0	0	0	0	0
6	국학기공	21	496	5	80	5	131	0	0	4	100	7	185
7	궁 도	10	126	5	54	0	0	5	72	0	0	0	0
8	그라운드골프	32	634	0	0	5	59	10	355	10	110	7	110
9	낚 시	0	0	0	0	0	0	0	0	0	0	0	0

	종목	클럽합계	동호인합계	동구클럽	동구동호인	서구클럽	서구동호인	남구클럽	남구동호인	북구클럽	북구동호인	광산구클럽	광산구동호인
66	합기도	34	2037	5	175	7	642	3	305	9	630	10	285
67	해동검도	7	84	7	84	0	0	0	0	0	0	0	0
68	수중핀수영	13	212	5	71	3	45	0	0	0	0	5	96
69	아이스하키	3	83	0	0	3	83	0	0	0	0	0	0
70	오리엔티어링	14	243	0	0	14	243	0	0	0	0	0	0
71	삼보	7	135	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	7	135
72	드론축구	3	50	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	3	50
73	격투기	6	235	0	0	0	0	0	0	6	235	0	0
74	다트	4	42	0	0	0	0	0	0	4	42	0	0
75	킥복싱	3	65	0	0	0	0	0	0	3	65	0	0

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Space Separator

Decimal Number

Lowercase Letter

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Interactions

Correlations

Missing values

Sample