gimi9 Pandas Profiling

Dataset statistics

Number of variables	16
Number of observations	60
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	8.4 KiB
Average record size in memory	144.2 B

Variable types

Categorical	3
Numeric	13

Dataset

Description	경기도 포천시 자동기상현황관측시스템에서 제공하는 강우현황 입니다.
Author	경기도 포천시
URL	https://www.data.go.kr/data/15061913/fileData.do

Alerts

`데이터기준일자` has constant value ""	Constant
`1월` is highly overall correlated with `9월`	High correlation
`2월` is highly overall correlated with `3월` and 1 other fields	High correlation
`3월` is highly overall correlated with `2월` and 5 other fields	High correlation
`4월` is highly overall correlated with `8월` and 3 other fields	High correlation
`5월` is highly overall correlated with `3월` and 3 other fields	High correlation
`6월` is highly overall correlated with `7월` and 3 other fields	High correlation
`7월` is highly overall correlated with `6월` and 2 other fields	High correlation
`8월` is highly overall correlated with `4월` and 2 other fields	High correlation
`9월` is highly overall correlated with `1월` and 3 other fields	High correlation
`10월` is highly overall correlated with `2월` and 3 other fields	High correlation
`11월` is highly overall correlated with `3월` and 1 other fields	High correlation
`12월` is highly overall correlated with `4월` and 4 other fields	High correlation
`누계` is highly overall correlated with `5월` and 1 other fields	High correlation
`연도` is highly overall correlated with `3월` and 9 other fields	High correlation
`1월` has 15 (25.0%) zeros	Zeros
`6월` has 7 (11.7%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 18:33:01.436151
Analysis finished	2023-12-12 18:33:24.657604
Duration	23.22 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

연도
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	8.3%
Missing	0
Missing (%)	0.0%
Memory size	612.0 B

2015	12
2016	12
2017	12
2018	12
2019	12

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2015
2nd row	2015
3rd row	2015
4th row	2015
5th row	2015

Common Values

Value	Count	Frequency (%)
2015	12	20.0%
2016	12	20.0%
2017	12	20.0%
2018	12	20.0%
2019	12	20.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2015	12	20.0%
2016	12	20.0%
2017	12	20.0%
2018	12	20.0%
2019	12	20.0%

구분
Categorical

Distinct	12
Distinct (%)	20.0%
Missing	0
Missing (%)	0.0%
Memory size	612.0 B

내리(한)	5
소흘읍	5
군내면	5
창수면	5
이동면	5
Other values (7)	35

Length

Max length	6
Median length	5
Mean length	4.4166667
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	내리(한)
2nd row	소흘읍
3rd row	군내면
4th row	창수면
5th row	이동면

Common Values

Value	Count	Frequency (%)
내리(한)	5	8.3%
소흘읍	5	8.3%
군내면	5	8.3%
창수면	5	8.3%
이동면	5	8.3%
관인(한)	5	8.3%
내촌2(한)	5	8.3%
송우(한)	5	8.3%
삼정(한)	5	8.3%
노곡(한)	5	8.3%
Other values (2)	10	16.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
내리(한	5	8.3%
소흘읍	5	8.3%
군내면	5	8.3%
창수면	5	8.3%
이동면	5	8.3%
관인(한	5	8.3%
내촌2(한	5	8.3%
송우(한	5	8.3%
삼정(한	5	8.3%
노곡(한	5	8.3%
Other values (2)	10	16.7%

1월
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	40
Distinct (%)	66.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37.966667

Minimum	0
Maximum	207
Zeros	15
Zeros (%)	25.0%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.75
median	14.5
Q3	48.25
95-th percentile	143.05
Maximum	207
Range	207
Interquartile range (IQR)	47.5

Descriptive statistics

Standard deviation	52.540853
Coefficient of variation (CV)	1.3838679
Kurtosis	1.8807598
Mean	37.966667
Median Absolute Deviation (MAD)	14.5
Skewness	1.6365822
Sum	2278
Variance	2760.5412
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
0	15	25.0%
1	2	3.3%
4	2	3.3%
16	2	3.3%
7	2	3.3%
8	2	3.3%
18	2	3.3%
61	1	1.7%
31	1	1.7%
77	1	1.7%
Other values (30)	30	50.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	15	25.0%
1	2	3.3%
2	1	1.7%
3	1	1.7%
4	2	3.3%
7	2	3.3%
8	2	3.3%
9	1	1.7%
10	1	1.7%
11	1	1.7%

Value	Count	Frequency (%)
207	1	1.7%
190	1	1.7%
163	1	1.7%
142	1	1.7%
140	1	1.7%
128	1	1.7%
118	1	1.7%
109	1	1.7%
104	1	1.7%
100	1	1.7%

2월
Real number (ℝ)

HIGH CORRELATION

Distinct	26
Distinct (%)	43.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.333333

Minimum	9
Maximum	121
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	9
5-th percentile	14
Q1	21.75
median	25
Q3	31
95-th percentile	50.1
Maximum	121
Range	112
Interquartile range (IQR)	9.25

Descriptive statistics

Standard deviation	15.967835
Coefficient of variation (CV)	0.54435801
Kurtosis	17.708572
Mean	29.333333
Median Absolute Deviation (MAD)	4
Skewness	3.4223598
Sum	1760
Variance	254.97175
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
22	9	15.0%
21	4	6.7%
27	4	6.7%
18	3	5.0%
23	3	5.0%
26	3	5.0%
30	3	5.0%
42	2	3.3%
14	2	3.3%
28	2	3.3%
Other values (16)	25	41.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9	1	1.7%
13	1	1.7%
14	2	3.3%
16	2	3.3%
18	3	5.0%
20	2	3.3%
21	4	6.7%
22	9	15.0%
23	3	5.0%
24	2	3.3%

Value	Count	Frequency (%)
121	1	1.7%
52	2	3.3%
50	1	1.7%
46	2	3.3%
45	1	1.7%
44	2	3.3%
43	2	3.3%
42	2	3.3%
41	1	1.7%
34	1	1.7%

3월
Real number (ℝ)

HIGH CORRELATION

Distinct	35
Distinct (%)	58.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26.15

Minimum	5
Maximum	57
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	5
5-th percentile	7
Q1	11
median	24.5
Q3	38.5
95-th percentile	53
Maximum	57
Range	52
Interquartile range (IQR)	27.5

Descriptive statistics

Standard deviation	15.813345
Coefficient of variation (CV)	0.60471681
Kurtosis	-1.1166283
Mean	26.15
Median Absolute Deviation (MAD)	13.5
Skewness	0.41199215
Sum	1569
Variance	250.06186
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
10	4	6.7%
26	3	5.0%
9	3	5.0%
7	3	5.0%
24	3	5.0%
29	3	5.0%
53	3	5.0%
43	2	3.3%
37	2	3.3%
33	2	3.3%
Other values (25)	32	53.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	1	1.7%
6	1	1.7%
7	3	5.0%
8	2	3.3%
9	3	5.0%
10	4	6.7%
11	2	3.3%
12	2	3.3%
13	2	3.3%
14	2	3.3%

Value	Count	Frequency (%)
57	1	1.7%
56	1	1.7%
53	3	5.0%
51	1	1.7%
50	1	1.7%
48	2	3.3%
46	1	1.7%
44	1	1.7%
43	2	3.3%
41	1	1.7%

4월
Real number (ℝ)

HIGH CORRELATION

Distinct	49
Distinct (%)	81.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	60.766667

Minimum	4
Maximum	114
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	4
5-th percentile	4.95
Q1	36.75
median	61.5
Q3	91.25
95-th percentile	108.15
Maximum	114
Range	110
Interquartile range (IQR)	54.5

Descriptive statistics

Standard deviation	33.099422
Coefficient of variation (CV)	0.54469702
Kurtosis	-1.0129352
Mean	60.766667
Median Absolute Deviation (MAD)	29
Skewness	-0.23085433
Sum	3646
Variance	1095.5718
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
96	3	5.0%
4	3	5.0%
77	3	5.0%
5	2	3.3%
101	2	3.3%
56	2	3.3%
53	2	3.3%
46	2	3.3%
10	1	1.7%
112	1	1.7%
Other values (39)	39	65.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4	3	5.0%
5	2	3.3%
7	1	1.7%
8	1	1.7%
10	1	1.7%
11	1	1.7%
25	1	1.7%
28	1	1.7%
29	1	1.7%
30	1	1.7%

Value	Count	Frequency (%)
114	1	1.7%
112	1	1.7%
111	1	1.7%
108	1	1.7%
105	1	1.7%
104	1	1.7%
101	2	3.3%
100	1	1.7%
96	3	5.0%
94	1	1.7%

5월
Real number (ℝ)

HIGH CORRELATION

Distinct	42
Distinct (%)	70.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	95.6

Minimum	12
Maximum	265
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	12
5-th percentile	18.95
Q1	28
median	35.5
Q3	152.25
95-th percentile	249.1
Maximum	265
Range	253
Interquartile range (IQR)	124.25

Descriptive statistics

Standard deviation	86.915934
Coefficient of variation (CV)	0.90916249
Kurtosis	-1.022977
Mean	95.6
Median Absolute Deviation (MAD)	14
Skewness	0.76046627
Sum	5736
Variance	7554.3797
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
29	5	8.3%
26	3	5.0%
28	3	5.0%
32	2	3.3%
152	2	3.3%
229	2	3.3%
30	2	3.3%
38	2	3.3%
145	2	3.3%
35	2	3.3%
Other values (32)	35	58.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12	1	1.7%
15	1	1.7%
18	1	1.7%
19	1	1.7%
21	1	1.7%
22	1	1.7%
24	1	1.7%
25	2	3.3%
26	3	5.0%
27	1	1.7%

Value	Count	Frequency (%)
265	1	1.7%
263	1	1.7%
251	1	1.7%
249	2	3.3%
243	1	1.7%
241	1	1.7%
237	1	1.7%
229	2	3.3%
220	1	1.7%
206	1	1.7%

6월
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	38
Distinct (%)	63.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	62.8

Minimum	0
Maximum	176
Zeros	7
Zeros (%)	11.7%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	31.75
median	59
Q3	75
95-th percentile	142.8
Maximum	176
Range	176
Interquartile range (IQR)	43.25

Descriptive statistics

Standard deviation	44.486448
Coefficient of variation (CV)	0.70838293
Kurtosis	0.07835903
Mean	62.8
Median Absolute Deviation (MAD)	22
Skewness	0.74113373
Sum	3768
Variance	1979.0441
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
0	7	11.7%
42	3	5.0%
28	3	5.0%
31	3	5.0%
132	3	5.0%
46	3	5.0%
142	2	3.3%
62	2	3.3%
49	2	3.3%
59	2	3.3%
Other values (28)	30	50.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7	11.7%
1	1	1.7%
28	3	5.0%
29	1	1.7%
31	3	5.0%
32	1	1.7%
37	1	1.7%
39	1	1.7%
42	3	5.0%
46	3	5.0%

Value	Count	Frequency (%)
176	1	1.7%
164	1	1.7%
158	1	1.7%
142	2	3.3%
132	3	5.0%
130	1	1.7%
123	1	1.7%
112	1	1.7%
102	1	1.7%
85	1	1.7%

7월
Real number (ℝ)

HIGH CORRELATION

Distinct	48
Distinct (%)	80.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	348.58333

Minimum	164
Maximum	782
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	164
5-th percentile	187
Q1	288.75
median	335
Q3	419.5
95-th percentile	497.5
Maximum	782
Range	618
Interquartile range (IQR)	130.75

Descriptive statistics

Standard deviation	122.1683
Coefficient of variation (CV)	0.35047087
Kurtosis	3.5351768
Mean	348.58333
Median Absolute Deviation (MAD)	73.5
Skewness	1.2766159
Sum	20915
Variance	14925.095
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
187	3	5.0%
316	3	5.0%
340	3	5.0%
391	2	3.3%
315	2	3.3%
292	2	3.3%
305	2	3.3%
212	2	3.3%
460	2	3.3%
289	1	1.7%
Other values (38)	38	63.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
164	1	1.7%
173	1	1.7%
187	3	5.0%
188	1	1.7%
190	1	1.7%
194	1	1.7%
201	1	1.7%
212	2	3.3%
241	1	1.7%
262	1	1.7%

Value	Count	Frequency (%)
782	1	1.7%
779	1	1.7%
507	1	1.7%
497	1	1.7%
477	1	1.7%
460	2	3.3%
456	1	1.7%
455	1	1.7%
449	1	1.7%
441	1	1.7%

8월
Real number (ℝ)

HIGH CORRELATION

Distinct	51
Distinct (%)	85.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	227.68333

Minimum	47
Maximum	527
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	47
5-th percentile	65.85
Q1	91.25
median	149
Q3	388
95-th percentile	467.2
Maximum	527
Range	480
Interquartile range (IQR)	296.75

Descriptive statistics

Standard deviation	154.87409
Coefficient of variation (CV)	0.68021706
Kurtosis	-1.494244
Mean	227.68333
Median Absolute Deviation (MAD)	78
Skewness	0.46244832
Sum	13661
Variance	23985.983
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
405	3	5.0%
97	2	3.3%
75	2	3.3%
145	2	3.3%
95	2	3.3%
471	2	3.3%
149	2	3.3%
155	2	3.3%
464	1	1.7%
412	1	1.7%
Other values (41)	41	68.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
47	1	1.7%
48	1	1.7%
63	1	1.7%
66	1	1.7%
69	1	1.7%
70	1	1.7%
72	1	1.7%
75	2	3.3%
78	1	1.7%
79	1	1.7%

Value	Count	Frequency (%)
527	1	1.7%
471	2	3.3%
467	1	1.7%
464	1	1.7%
455	1	1.7%
449	1	1.7%
435	1	1.7%
434	1	1.7%
432	1	1.7%
412	1	1.7%

9월
Real number (ℝ)

HIGH CORRELATION

Distinct	41
Distinct (%)	68.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	67.233333

Minimum	4
Maximum	271
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	4
5-th percentile	11
Q1	27.75
median	44
Q3	62
95-th percentile	200.8
Maximum	271
Range	267
Interquartile range (IQR)	34.25

Descriptive statistics

Standard deviation	63.030089
Coefficient of variation (CV)	0.93748273
Kurtosis	2.0394397
Mean	67.233333
Median Absolute Deviation (MAD)	17
Skewness	1.7036418
Sum	4034
Variance	3972.7921
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=41)

Value	Count	Frequency (%)
11	4	6.7%
52	3	5.0%
42	3	5.0%
27	3	5.0%
39	2	3.3%
48	2	3.3%
35	2	3.3%
43	2	3.3%
60	2	3.3%
155	2	3.3%
Other values (31)	35	58.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4	1	1.7%
11	4	6.7%
15	1	1.7%
19	1	1.7%
20	1	1.7%
21	1	1.7%
23	1	1.7%
24	1	1.7%
25	1	1.7%
27	3	5.0%

Value	Count	Frequency (%)
271	1	1.7%
235	2	3.3%
199	1	1.7%
189	1	1.7%
182	1	1.7%
158	1	1.7%
155	2	3.3%
143	1	1.7%
136	1	1.7%
132	1	1.7%

10월
Real number (ℝ)

HIGH CORRELATION

Distinct	51
Distinct (%)	85.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	75.716667

Minimum	8
Maximum	174
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	8
5-th percentile	13.95
Q1	35.5
median	77
Q3	107.75
95-th percentile	165.05
Maximum	174
Range	166
Interquartile range (IQR)	72.25

Descriptive statistics

Standard deviation	45.425331
Coefficient of variation (CV)	0.59993834
Kurtosis	-0.7655023
Mean	75.716667
Median Absolute Deviation (MAD)	35
Skewness	0.34371003
Sum	4543
Variance	2063.4607
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
23	3	5.0%
48	3	5.0%
135	3	5.0%
17	2	3.3%
76	2	3.3%
86	2	3.3%
110	1	1.7%
24	1	1.7%
11	1	1.7%
130	1	1.7%
Other values (41)	41	68.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8	1	1.7%
11	1	1.7%
13	1	1.7%
14	1	1.7%
17	2	3.3%
20	1	1.7%
22	1	1.7%
23	3	5.0%
24	1	1.7%
29	1	1.7%

Value	Count	Frequency (%)
174	1	1.7%
170	1	1.7%
166	1	1.7%
165	1	1.7%
135	3	5.0%
131	1	1.7%
130	1	1.7%
128	1	1.7%
122	1	1.7%
121	1	1.7%

11월
Real number (ℝ)

HIGH CORRELATION

Distinct	43
Distinct (%)	71.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	73.633333

Minimum	9
Maximum	1123
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	9
5-th percentile	15
Q1	21
median	55
Q3	74.75
95-th percentile	117.1
Maximum	1123
Range	1114
Interquartile range (IQR)	53.75

Descriptive statistics

Standard deviation	143.40579
Coefficient of variation (CV)	1.9475661
Kurtosis	50.688393
Mean	73.633333
Median Absolute Deviation (MAD)	28
Skewness	6.8804696
Sum	4418
Variance	20565.219
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
16	5	8.3%
21	3	5.0%
29	3	5.0%
19	3	5.0%
15	2	3.3%
55	2	3.3%
80	2	3.3%
58	2	3.3%
52	2	3.3%
49	2	3.3%
Other values (33)	34	56.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9	1	1.7%
14	1	1.7%
15	2	3.3%
16	5	8.3%
17	1	1.7%
18	1	1.7%
19	3	5.0%
21	3	5.0%
24	1	1.7%
29	3	5.0%

Value	Count	Frequency (%)
1123	1	1.7%
246	1	1.7%
119	1	1.7%
117	1	1.7%
116	1	1.7%
115	1	1.7%
103	1	1.7%
100	1	1.7%
97	1	1.7%
93	1	1.7%

12월
Real number (ℝ)

HIGH CORRELATION

Distinct	30
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27.083333

Minimum	2
Maximum	78
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	2
5-th percentile	5
Q1	14.75
median	21
Q3	26.25
95-th percentile	67.15
Maximum	78
Range	76
Interquartile range (IQR)	11.5

Descriptive statistics

Standard deviation	20.969948
Coefficient of variation (CV)	0.77427499
Kurtosis	0.075871574
Mean	27.083333
Median Absolute Deviation (MAD)	6
Skewness	1.1827678
Sum	1625
Variance	439.7387
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
21	8	13.3%
15	6	10.0%
22	5	8.3%
8	4	6.7%
25	3	5.0%
67	3	5.0%
35	2	3.3%
5	2	3.3%
70	2	3.3%
64	2	3.3%
Other values (20)	23	38.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	1.7%
3	1	1.7%
5	2	3.3%
6	1	1.7%
8	4	6.7%
9	1	1.7%
10	2	3.3%
11	1	1.7%
13	1	1.7%
14	1	1.7%

Value	Count	Frequency (%)
78	1	1.7%
70	2	3.3%
67	3	5.0%
66	1	1.7%
64	2	3.3%
63	1	1.7%
61	1	1.7%
56	1	1.7%
35	2	3.3%
27	1	1.7%

누계
Real number (ℝ)

HIGH CORRELATION

Distinct	55
Distinct (%)	91.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1132.55

Minimum	768
Maximum	2058
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	768
5-th percentile	857.7
Q1	953.75
median	1043.5
Q3	1303.25
95-th percentile	1477.9
Maximum	2058
Range	1290
Interquartile range (IQR)	349.5

Descriptive statistics

Standard deviation	247.5782
Coefficient of variation (CV)	0.21860244
Kurtosis	2.880024
Mean	1132.55
Median Absolute Deviation (MAD)	133
Skewness	1.4009096
Sum	67953
Variance	61294.964
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
932	3	5.0%
887	2	3.3%
966	2	3.3%
1384	2	3.3%
1042	1	1.7%
1323	1	1.7%
1476	1	1.7%
953	1	1.7%
954	1	1.7%
768	1	1.7%
Other values (45)	45	75.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
768	1	1.7%
830	1	1.7%
833	1	1.7%
859	1	1.7%
869	1	1.7%
887	2	3.3%
917	1	1.7%
919	1	1.7%
932	3	5.0%
935	1	1.7%

Value	Count	Frequency (%)
2058	1	1.7%
1889	1	1.7%
1514	1	1.7%
1476	1	1.7%
1437	1	1.7%
1431	1	1.7%
1406	1	1.7%
1384	2	3.3%
1350	1	1.7%
1347	1	1.7%

데이터기준일자
Categorical

CONSTANT

Distinct	1
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	612.0 B

2020-06-30	60

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2020-06-30
2nd row	2020-06-30
3rd row	2020-06-30
4th row	2020-06-30
5th row	2020-06-30

Common Values

Value	Count	Frequency (%)
2020-06-30	60	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2020-06-30	60	100.0%

Heatmap
Table

	연도	구분	1월	2월	3월	4월	5월	6월	7월	8월	9월	10월	11월	12월	누계
연도	1.000	0.000	0.553	0.839	0.954	0.981	0.807	0.970	0.760	0.808	0.741	0.898	0.066	0.791	0.711
구분	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.132	0.000	0.000
1월	0.553	0.000	1.000	0.000	0.180	0.375	0.602	0.693	0.294	0.527	0.000	0.668	0.000	0.466	0.430
2월	0.839	0.000	0.000	1.000	0.715	0.629	0.811	0.864	0.415	0.489	0.000	0.674	0.000	0.582	0.456
3월	0.954	0.000	0.180	0.715	1.000	0.850	0.736	0.749	0.548	0.415	0.564	0.734	0.479	0.649	0.528
4월	0.981	0.000	0.375	0.629	0.850	1.000	0.648	0.767	0.702	0.668	0.661	0.798	0.000	0.653	0.484
5월	0.807	0.000	0.602	0.811	0.736	0.648	1.000	0.742	0.681	0.500	0.470	0.661	0.000	0.917	0.734
6월	0.970	0.000	0.693	0.864	0.749	0.767	0.742	1.000	0.747	0.685	0.000	0.764	0.000	0.600	0.794
7월	0.760	0.000	0.294	0.415	0.548	0.702	0.681	0.747	1.000	0.564	0.217	0.564	0.431	0.680	0.728
8월	0.808	0.000	0.527	0.489	0.415	0.668	0.500	0.685	0.564	1.000	0.786	0.775	0.660	0.518	0.492
9월	0.741	0.000	0.000	0.000	0.564	0.661	0.470	0.000	0.217	0.786	1.000	0.804	0.000	0.000	0.197
10월	0.898	0.000	0.668	0.674	0.734	0.798	0.661	0.764	0.564	0.775	0.804	1.000	0.000	0.560	0.505
11월	0.066	0.132	0.000	0.000	0.479	0.000	0.000	0.000	0.431	0.660	0.000	0.000	1.000	0.000	0.774
12월	0.791	0.000	0.466	0.582	0.649	0.653	0.917	0.600	0.680	0.518	0.000	0.560	0.000	1.000	0.723
누계	0.711	0.000	0.430	0.456	0.528	0.484	0.734	0.794	0.728	0.492	0.197	0.505	0.774	0.723	1.000

Heatmap
Table

	연도	구분
연도	1.000	0.000
구분	0.000	1.000

Heatmap
Table

	1월	2월	3월	4월	5월	6월	7월	8월	9월	10월	11월	12월	누계	연도	구분
1월	1.000	-0.080	-0.329	0.316	0.155	0.026	0.184	-0.120	-0.580	0.202	-0.016	0.139	0.313	0.344	0.000
2월	-0.080	1.000	0.584	-0.061	0.326	-0.284	0.162	-0.280	0.269	0.514	-0.427	0.418	0.173	0.471	0.000
3월	-0.329	0.584	1.000	-0.140	0.515	-0.110	0.043	-0.158	0.604	0.506	-0.524	0.169	0.310	0.671	0.000
4월	0.316	-0.061	-0.140	1.000	-0.117	-0.110	0.339	-0.539	-0.595	0.210	0.053	0.506	-0.052	0.765	0.000
5월	0.155	0.326	0.515	-0.117	1.000	0.465	-0.203	0.068	0.314	0.760	-0.004	-0.187	0.667	0.650	0.000
6월	0.026	-0.284	-0.110	-0.110	0.465	1.000	-0.533	0.260	0.126	0.354	0.583	-0.540	0.256	0.721	0.000
7월	0.184	0.162	0.043	0.339	-0.203	-0.533	1.000	-0.492	-0.311	-0.066	-0.308	0.701	0.088	0.614	0.000
8월	-0.120	-0.280	-0.158	-0.539	0.068	0.260	-0.492	1.000	0.233	-0.269	0.159	-0.684	0.342	0.612	0.000
9월	-0.580	0.269	0.604	-0.595	0.314	0.126	-0.311	0.233	1.000	0.042	-0.182	-0.260	0.042	0.526	0.000
10월	0.202	0.514	0.506	0.210	0.760	0.354	-0.066	-0.269	0.042	1.000	-0.109	0.141	0.500	0.742	0.000
11월	-0.016	-0.427	-0.524	0.053	-0.004	0.583	-0.308	0.159	-0.182	-0.109	1.000	-0.499	-0.022	0.035	0.000
12월	0.139	0.418	0.169	0.506	-0.187	-0.540	0.701	-0.684	-0.260	0.141	-0.499	1.000	-0.126	0.626	0.000
누계	0.313	0.173	0.310	-0.052	0.667	0.256	0.088	0.342	0.042	0.500	-0.022	-0.126	1.000	0.520	0.000
연도	0.344	0.471	0.671	0.765	0.650	0.721	0.614	0.612	0.526	0.742	0.035	0.626	0.520	1.000	0.000
구분	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	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

	연도	구분	1월	2월	3월	4월	5월	6월	7월	8월	9월	10월	11월	12월	누계	데이터기준일자
0	2015	내리(한)	207	18	10	104	32	81	289	97	11	90	81	22	1042	2020-06-30
1	2015	소흘읍	16	22	8	96	30	74	301	63	15	83	103	22	833	2020-06-30
2	2015	군내면	15	21	9	101	30	66	316	86	21	82	116	24	887	2020-06-30
3	2015	창수면	18	25	7	90	36	78	391	75	40	71	117	23	971	2020-06-30
4	2015	이동면	20	26	8	96	29	67	387	145	11	76	93	25	983	2020-06-30
5	2015	관인(한)	12	22	5	78	22	69	374	100	24	42	57	25	830	2020-06-30
6	2015	내촌2(한)	190	21	11	100	36	71	344	95	4	89	91	22	1074	2020-06-30
7	2015	송우(한)	140	20	6	105	29	85	330	85	11	86	100	10	1007	2020-06-30
8	2015	삼정(한)	18	24	10	101	34	65	441	92	38	79	115	26	1043	2020-06-30
9	2015	노곡(한)	38	24	7	91	26	42	433	149	20	66	97	21	1014	2020-06-30

	연도	구분	1월	2월	3월	4월	5월	6월	7월	8월	9월	10월	11월	12월	누계	데이터기준일자
50	2019	군내면	0	28	43	46	38	59	316	155	155	48	63	15	966	2020-06-30
51	2019	창수면	0	23	28	28	31	60	309	148	235	38	49	21	970	2020-06-30
52	2019	이동면	0	22	30	30	25	56	340	196	136	30	46	21	932	2020-06-30
53	2019	관인(한)	0	22	21	25	115	46	305	132	182	29	52	21	950	2020-06-30
54	2019	내촌2(한)	0	28	43	46	38	59	316	155	155	48	63	15	966	2020-06-30
55	2019	송우(한)	1	30	41	40	29	62	327	133	199	65	59	15	1001	2020-06-30
56	2019	삼정(한)	0	23	24	37	29	63	315	136	271	45	44	21	1008	2020-06-30
57	2019	노곡(한)	0	25	33	32	26	52	315	188	143	34	51	18	917	2020-06-30
58	2019	화현(한)	0	23	37	41	29	66	241	145	158	48	52	19	859	2020-06-30
59	2019	영중(한)	0	22	26	29	33	42	292	153	235	36	49	15	932	2020-06-30

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample