gimi9 Pandas Profiling

Dataset statistics

Number of variables	25
Number of observations	44
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	9.7 KiB
Average record size in memory	226.0 B

Variable types

DateTime	1
Numeric	13
Categorical	11

Dataset

Description	서울특별시 금천구 관내 월별 코로나 확진자 및 사망자 현황으로 년월, 확진자 수, 데이터 기준 일자 데이터를 제공합니다.
Author	서울특별시 금천구
URL	https://www.data.go.kr/data/15098690/fileData.do

Alerts

`데이터 기준 일자` has constant value ""	Constant
`가산동 사망자` is highly imbalanced (51.5%)	Imbalance
`독산2동 사망자` is highly imbalanced (61.3%)	Imbalance
`시흥3동 사망자` is highly imbalanced (73.4%)	Imbalance
`시흥5동 사망자` is highly imbalanced (55.8%)	Imbalance
`연월` has unique values	Unique
`총 확진자 수` has 2 (4.5%) zeros	Zeros
`총 사망자 수` has 17 (38.6%) zeros	Zeros
`가산동 확진자` has 6 (13.6%) zeros	Zeros
`독산1동 확진자` has 4 (9.1%) zeros	Zeros
`독산2동 확진자` has 7 (15.9%) zeros	Zeros
`독산3동 확진자` has 5 (11.4%) zeros	Zeros
`독산4동 확진자` has 7 (15.9%) zeros	Zeros
`시흥1동 확진자` has 5 (11.4%) zeros	Zeros
`시흥2동 확진자` has 6 (13.6%) zeros	Zeros
`시흥3동 확진자` has 10 (22.7%) zeros	Zeros
`시흥4동 확진자` has 8 (18.2%) zeros	Zeros
`시흥5동 확진자` has 8 (18.2%) zeros	Zeros
`기타 확진자` has 27 (61.4%) zeros	Zeros

Reproduction

Analysis started	2024-04-18 00:47:18.127767
Analysis finished	2024-04-18 00:47:18.315663
Duration	0.19 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

연월
Date

UNIQUE

Distinct	44
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	484.0 B

Minimum	2020-01-01 00:00:00
Maximum	2023-08-01 00:00:00

Histogram

Histogram with fixed size bins (bins=44)

총 확진자 수
Real number (ℝ)

ZEROS

Distinct	43
Distinct (%)	97.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3454.6818

Minimum	0
Maximum	48115
Zeros	2
Zeros (%)	4.5%
Negative	0
Negative (%)	0.0%
Memory size	528.0 B

Quantile statistics

Minimum	0
5-th percentile	1.3
Q1	32.25
median	706
Q3	3629.5
95-th percentile	13357.95
Maximum	48115
Range	48115
Interquartile range (IQR)	3597.25

Descriptive statistics

Standard deviation	7829.427
Coefficient of variation (CV)	2.2663236
Kurtosis	25.374024
Mean	3454.6818
Median Absolute Deviation (MAD)	700
Skewness	4.6552568
Sum	152006
Variance	61299926
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
0	2	4.5%
1	1	2.3%
11635	1	2.3%
48115	1	2.3%
15547	1	2.3%
2697	1	2.3%
770	1	2.3%
5419	1	2.3%
13662	1	2.3%
6199	1	2.3%
Other values (33)	33	75.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	4.5%
1	1	2.3%
3	1	2.3%
5	1	2.3%
7	1	2.3%
11	1	2.3%
17	1	2.3%
20	1	2.3%
25	1	2.3%
27	1	2.3%

Value	Count	Frequency (%)
48115	1	2.3%
15547	1	2.3%
13662	1	2.3%
11635	1	2.3%
7853	1	2.3%
6403	1	2.3%
6199	1	2.3%
5419	1	2.3%
5233	1	2.3%
4455	1	2.3%

총 사망자 수
Real number (ℝ)

ZEROS

Distinct	13
Distinct (%)	29.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.2045455

Minimum	0
Maximum	24
Zeros	17
Zeros (%)	38.6%
Negative	0
Negative (%)	0.0%
Memory size	528.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	4.25
95-th percentile	12.4
Maximum	24
Range	24
Interquartile range (IQR)	4.25

Descriptive statistics

Standard deviation	4.9395393
Coefficient of variation (CV)	1.5414165
Kurtosis	7.4151484
Mean	3.2045455
Median Absolute Deviation (MAD)	1
Skewness	2.5157313
Sum	141
Variance	24.399049
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	17	38.6%
1	6	13.6%
2	5	11.4%
3	4	9.1%
7	3	6.8%
6	2	4.5%
8	1	2.3%
17	1	2.3%
13	1	2.3%
24	1	2.3%
Other values (3)	3	6.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	17	38.6%
1	6	13.6%
2	5	11.4%
3	4	9.1%
4	1	2.3%
5	1	2.3%
6	2	4.5%
7	3	6.8%
8	1	2.3%
9	1	2.3%

Value	Count	Frequency (%)
24	1	2.3%
17	1	2.3%
13	1	2.3%
9	1	2.3%
8	1	2.3%
7	3	6.8%
6	2	4.5%
5	1	2.3%
4	1	2.3%
3	4	9.1%

가산동 확진자
Real number (ℝ)

ZEROS

Distinct	37
Distinct (%)	84.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	399.68182

Minimum	0
Maximum	5139
Zeros	6
Zeros (%)	13.6%
Negative	0
Negative (%)	0.0%
Memory size	528.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4.5
median	118
Q3	452.75
95-th percentile	1476.6
Maximum	5139
Range	5139
Interquartile range (IQR)	448.25

Descriptive statistics

Standard deviation	842.31524
Coefficient of variation (CV)	2.1074645
Kurtosis	23.874225
Mean	399.68182
Median Absolute Deviation (MAD)	117
Skewness	4.4697299
Sum	17586
Variance	709494.97
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=37)

Value	Count	Frequency (%)
0	6	13.6%
3	2	4.5%
1	2	4.5%
614	1	2.3%
716	1	2.3%
412	1	2.3%
115	1	2.3%
729	1	2.3%
1518	1	2.3%
690	1	2.3%
Other values (27)	27	61.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6	13.6%
1	2	4.5%
2	1	2.3%
3	2	4.5%
5	1	2.3%
9	1	2.3%
10	1	2.3%
15	1	2.3%
16	1	2.3%
21	1	2.3%

Value	Count	Frequency (%)
5139	1	2.3%
1695	1	2.3%
1518	1	2.3%
1242	1	2.3%
1022	1	2.3%
729	1	2.3%
716	1	2.3%
690	1	2.3%
614	1	2.3%
595	1	2.3%

독산1동 확진자
Real number (ℝ)

ZEROS

Distinct	40
Distinct (%)	90.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	664.15909

Minimum	0
Maximum	9179
Zeros	4
Zeros (%)	9.1%
Negative	0
Negative (%)	0.0%
Memory size	528.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	8.75
median	130
Q3	710
95-th percentile	2532.65
Maximum	9179
Range	9179
Interquartile range (IQR)	701.25

Descriptive statistics

Standard deviation	1498.8795
Coefficient of variation (CV)	2.2568079
Kurtosis	24.901601
Mean	664.15909
Median Absolute Deviation (MAD)	129.5
Skewness	4.5970098
Sum	29223
Variance	2246639.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
0	4	9.1%
1	2	4.5%
1027	1	2.3%
663	1	2.3%
9179	1	2.3%
2844	1	2.3%
520	1	2.3%
171	1	2.3%
1140	1	2.3%
2525	1	2.3%
Other values (30)	30	68.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4	9.1%
1	2	4.5%
3	1	2.3%
5	1	2.3%
6	1	2.3%
7	1	2.3%
8	1	2.3%
9	1	2.3%
11	1	2.3%
12	1	2.3%

Value	Count	Frequency (%)
9179	1	2.3%
2844	1	2.3%
2534	1	2.3%
2525	1	2.3%
1533	1	2.3%
1324	1	2.3%
1140	1	2.3%
1135	1	2.3%
1027	1	2.3%
875	1	2.3%

독산2동 확진자
Real number (ℝ)

ZEROS

Distinct	32
Distinct (%)	72.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	264.13636

Minimum	0
Maximum	3775
Zeros	7
Zeros (%)	15.9%
Negative	0
Negative (%)	0.0%
Memory size	528.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2.5
median	56
Q3	275.5
95-th percentile	996.15
Maximum	3775
Range	3775
Interquartile range (IQR)	273

Descriptive statistics

Standard deviation	609.71006
Coefficient of variation (CV)	2.3083155
Kurtosis	26.448571
Mean	264.13636
Median Absolute Deviation (MAD)	56
Skewness	4.7751313
Sum	11622
Variance	371746.35
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
0	7	15.9%
1	4	9.1%
3	2	4.5%
4	2	4.5%
15	2	4.5%
92	1	2.3%
269	1	2.3%
466	1	2.3%
563	1	2.3%
295	1	2.3%
Other values (22)	22	50.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7	15.9%
1	4	9.1%
3	2	4.5%
4	2	4.5%
6	1	2.3%
15	2	4.5%
28	1	2.3%
41	1	2.3%
47	1	2.3%
55	1	2.3%

Value	Count	Frequency (%)
3775	1	2.3%
1229	1	2.3%
1035	1	2.3%
776	1	2.3%
563	1	2.3%
502	1	2.3%
466	1	2.3%
434	1	2.3%
383	1	2.3%
378	1	2.3%

독산3동 확진자
Real number (ℝ)

ZEROS

Distinct	34
Distinct (%)	77.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	385.86364

Minimum	0
Maximum	5080
Zeros	5
Zeros (%)	11.4%
Negative	0
Negative (%)	0.0%
Memory size	528.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5.25
median	109
Q3	445.25
95-th percentile	1492.75
Maximum	5080
Range	5080
Interquartile range (IQR)	440

Descriptive statistics

Standard deviation	839.75535
Coefficient of variation (CV)	2.1763008
Kurtosis	23.313598
Mean	385.86364
Median Absolute Deviation (MAD)	108
Skewness	4.4446638
Sum	16978
Variance	705189.05
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
0	5	11.4%
97	2	4.5%
2	2	4.5%
3	2	4.5%
1	2	4.5%
6	2	4.5%
121	2	4.5%
690	1	2.3%
439	1	2.3%
645	1	2.3%
Other values (24)	24	54.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5	11.4%
1	2	4.5%
2	2	4.5%
3	2	4.5%
6	2	4.5%
15	1	2.3%
16	1	2.3%
17	1	2.3%
21	1	2.3%
24	1	2.3%

Value	Count	Frequency (%)
5080	1	2.3%
1885	1	2.3%
1531	1	2.3%
1276	1	2.3%
932	1	2.3%
690	1	2.3%
645	1	2.3%
585	1	2.3%
535	1	2.3%
520	1	2.3%

독산4동 확진자
Real number (ℝ)

ZEROS

Distinct	35
Distinct (%)	79.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	216.31818

Minimum	0
Maximum	2968
Zeros	7
Zeros (%)	15.9%
Negative	0
Negative (%)	0.0%
Memory size	528.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3.75
median	56
Q3	216.25
95-th percentile	858.6
Maximum	2968
Range	2968
Interquartile range (IQR)	212.5

Descriptive statistics

Standard deviation	487.1865
Coefficient of variation (CV)	2.2521755
Kurtosis	24.414462
Mean	216.31818
Median Absolute Deviation (MAD)	56
Skewness	4.5770275
Sum	9518
Variance	237350.69
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
0	7	15.9%
1	3	6.8%
4	2	4.5%
274	1	2.3%
217	1	2.3%
120	1	2.3%
195	1	2.3%
99	1	2.3%
73	1	2.3%
170	1	2.3%
Other values (25)	25	56.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7	15.9%
1	3	6.8%
3	1	2.3%
4	2	4.5%
7	1	2.3%
8	1	2.3%
9	1	2.3%
10	1	2.3%
18	1	2.3%
30	1	2.3%

Value	Count	Frequency (%)
2968	1	2.3%
1094	1	2.3%
894	1	2.3%
658	1	2.3%
436	1	2.3%
425	1	2.3%
369	1	2.3%
368	1	2.3%
274	1	2.3%
259	1	2.3%

시흥1동 확진자
Real number (ℝ)

ZEROS

Distinct	36
Distinct (%)	81.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	491.11364

Minimum	0
Maximum	6808
Zeros	5
Zeros (%)	11.4%
Negative	0
Negative (%)	0.0%
Memory size	528.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	89.5
Q3	497.5
95-th percentile	1919.15
Maximum	6808
Range	6808
Interquartile range (IQR)	493.5

Descriptive statistics

Standard deviation	1107.1962
Coefficient of variation (CV)	2.2544604
Kurtosis	25.363995
Mean	491.11364
Median Absolute Deviation (MAD)	89.5
Skewness	4.6442169
Sum	21609
Variance	1225883.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=36)

Value	Count	Frequency (%)
0	5	11.4%
3	3	6.8%
1	2	4.5%
4	2	4.5%
720	1	2.3%
718	1	2.3%
1949	1	2.3%
906	1	2.3%
470	1	2.3%
950	1	2.3%
Other values (26)	26	59.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5	11.4%
1	2	4.5%
3	3	6.8%
4	2	4.5%
6	1	2.3%
10	1	2.3%
11	1	2.3%
22	1	2.3%
24	1	2.3%
32	1	2.3%

Value	Count	Frequency (%)
6808	1	2.3%
2042	1	2.3%
1949	1	2.3%
1750	1	2.3%
1048	1	2.3%
950	1	2.3%
922	1	2.3%
906	1	2.3%
720	1	2.3%
718	1	2.3%

시흥2동 확진자
Real number (ℝ)

ZEROS

Distinct	36
Distinct (%)	81.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	308.02273

Minimum	0
Maximum	4339
Zeros	6
Zeros (%)	13.6%
Negative	0
Negative (%)	0.0%
Memory size	528.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2.75
median	47.5
Q3	294.5
95-th percentile	1205.55
Maximum	4339
Range	4339
Interquartile range (IQR)	291.75

Descriptive statistics

Standard deviation	712.36819
Coefficient of variation (CV)	2.3127131
Kurtosis	24.531682
Mean	308.02273
Median Absolute Deviation (MAD)	47.5
Skewness	4.5735548
Sum	13553
Variance	507468.44
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=36)

Value	Count	Frequency (%)
0	6	13.6%
1	4	9.1%
394	1	2.3%
667	1	2.3%
292	1	2.3%
50	1	2.3%
464	1	2.3%
1227	1	2.3%
535	1	2.3%
293	1	2.3%
Other values (26)	26	59.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6	13.6%
1	4	9.1%
2	1	2.3%
3	1	2.3%
4	1	2.3%
5	1	2.3%
7	1	2.3%
8	1	2.3%
10	1	2.3%
11	1	2.3%

Value	Count	Frequency (%)
4339	1	2.3%
1485	1	2.3%
1227	1	2.3%
1084	1	2.3%
767	1	2.3%
667	1	2.3%
535	1	2.3%
464	1	2.3%
394	1	2.3%
376	1	2.3%

시흥3동 확진자
Real number (ℝ)

ZEROS

Distinct	29
Distinct (%)	65.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	146.20455

Minimum	0
Maximum	2013
Zeros	10
Zeros (%)	22.7%
Negative	0
Negative (%)	0.0%
Memory size	528.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	22.5
Q3	163.75
95-th percentile	584.05
Maximum	2013
Range	2013
Interquartile range (IQR)	162.75

Descriptive statistics

Standard deviation	333.8409
Coefficient of variation (CV)	2.2833825
Kurtosis	23.424216
Mean	146.20455
Median Absolute Deviation (MAD)	22.5
Skewness	4.4771704
Sum	6433
Variance	111449.75
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
0	10	22.7%
3	3	6.8%
18	2	4.5%
1	2	4.5%
40	2	4.5%
2	2	4.5%
204	1	2.3%
203	1	2.3%
94	1	2.3%
163	1	2.3%
Other values (19)	19	43.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	10	22.7%
1	2	4.5%
2	2	4.5%
3	3	6.8%
6	1	2.3%
7	1	2.3%
14	1	2.3%
18	2	4.5%
27	1	2.3%
40	2	4.5%

Value	Count	Frequency (%)
2013	1	2.3%
783	1	2.3%
601	1	2.3%
488	1	2.3%
344	1	2.3%
247	1	2.3%
228	1	2.3%
204	1	2.3%
203	1	2.3%
186	1	2.3%

시흥4동 확진자
Real number (ℝ)

ZEROS

Distinct	32
Distinct (%)	72.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	274.81818

Minimum	0
Maximum	3831
Zeros	8
Zeros (%)	18.2%
Negative	0
Negative (%)	0.0%
Memory size	528.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	62
Q3	275.5
95-th percentile	1070.55
Maximum	3831
Range	3831
Interquartile range (IQR)	273.5

Descriptive statistics

Standard deviation	624.58396
Coefficient of variation (CV)	2.272717
Kurtosis	25.181039
Mean	274.81818
Median Absolute Deviation (MAD)	62
Skewness	4.637615
Sum	12092
Variance	390105.13
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
0	8	18.2%
2	4	9.1%
4	2	4.5%
6	2	4.5%
97	1	2.3%
556	1	2.3%
264	1	2.3%
521	1	2.3%
630	1	2.3%
340	1	2.3%
Other values (22)	22	50.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8	18.2%
2	4	9.1%
4	2	4.5%
6	2	4.5%
7	1	2.3%
18	1	2.3%
30	1	2.3%
32	1	2.3%
41	1	2.3%
53	1	2.3%

Value	Count	Frequency (%)
3831	1	2.3%
1259	1	2.3%
1098	1	2.3%
915	1	2.3%
630	1	2.3%
556	1	2.3%
521	1	2.3%
399	1	2.3%
393	1	2.3%
340	1	2.3%

시흥5동 확진자
Real number (ℝ)

ZEROS

Distinct	34
Distinct (%)	77.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	255.11364

Minimum	0
Maximum	3653
Zeros	8
Zeros (%)	18.2%
Negative	0
Negative (%)	0.0%
Memory size	528.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	45
Q3	267.75
95-th percentile	1013.1
Maximum	3653
Range	3653
Interquartile range (IQR)	266.75

Descriptive statistics

Standard deviation	589.22149
Coefficient of variation (CV)	2.3096433
Kurtosis	26.588181
Mean	255.11364
Median Absolute Deviation (MAD)	45
Skewness	4.7837538
Sum	11225
Variance	347181.96
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
0	8	18.2%
1	4	9.1%
437	1	2.3%
279	1	2.3%
193	1	2.3%
264	1	2.3%
117	1	2.3%
83	1	2.3%
94	1	2.3%
206	1	2.3%
Other values (24)	24	54.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8	18.2%
1	4	9.1%
3	1	2.3%
4	1	2.3%
7	1	2.3%
9	1	2.3%
17	1	2.3%
18	1	2.3%
20	1	2.3%
23	1	2.3%

Value	Count	Frequency (%)
3653	1	2.3%
1079	1	2.3%
1041	1	2.3%
855	1	2.3%
512	1	2.3%
462	1	2.3%
447	1	2.3%
437	1	2.3%
378	1	2.3%
294	1	2.3%

기타 확진자
Real number (ℝ)

ZEROS

Distinct	17
Distinct (%)	38.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	49.25

Minimum	0
Maximum	1330
Zeros	27
Zeros (%)	61.4%
Negative	0
Negative (%)	0.0%
Memory size	528.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	13.5
95-th percentile	142.4
Maximum	1330
Range	1330
Interquartile range (IQR)	13.5

Descriptive statistics

Standard deviation	202.89522
Coefficient of variation (CV)	4.1196999
Kurtosis	39.261161
Mean	49.25
Median Absolute Deviation (MAD)	0
Skewness	6.1415067
Sum	2167
Variance	41166.471
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0	27	61.4%
1	2	4.5%
24	1	2.3%
77	1	2.3%
71	1	2.3%
28	1	2.3%
40	1	2.3%
243	1	2.3%
88	1	2.3%
4	1	2.3%
Other values (7)	7	15.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	27	61.4%
1	2	4.5%
4	1	2.3%
7	1	2.3%
8	1	2.3%
10	1	2.3%
24	1	2.3%
26	1	2.3%
28	1	2.3%
40	1	2.3%

Value	Count	Frequency (%)
1330	1	2.3%
243	1	2.3%
152	1	2.3%
88	1	2.3%
77	1	2.3%
71	1	2.3%
57	1	2.3%
40	1	2.3%
28	1	2.3%
26	1	2.3%

가산동 사망자
Categorical

IMBALANCE

Distinct	3
Distinct (%)	6.8%
Missing	0
Missing (%)	0.0%
Memory size	484.0 B

0	37
1	5
2	2

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	37	84.1%
1	5	11.4%
2	2	4.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	37	84.1%
1	5	11.4%
2	2	4.5%

독산1동 사망자
Categorical

Distinct	5
Distinct (%)	11.4%
Missing	0
Missing (%)	0.0%
Memory size	484.0 B

0	30
1	10
2	2
4	1
3	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	2 ?
Unique (%)	4.5%

Sample

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

Common Values

Value	Count	Frequency (%)
0	30	68.2%
1	10	22.7%
2	2	4.5%
4	1	2.3%
3	1	2.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	30	68.2%
1	10	22.7%
2	2	4.5%
4	1	2.3%
3	1	2.3%

독산2동 사망자
Categorical

IMBALANCE

Distinct	4
Distinct (%)	9.1%
Missing	0
Missing (%)	0.0%
Memory size	484.0 B

0	38
1	3
2	2
<NA>	1

Length

Max length	4
Median length	1
Mean length	1.0681818
Min length	1

Unique

Unique	1 ?
Unique (%)	2.3%

Sample

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

Common Values

Value	Count	Frequency (%)
0	38	86.4%
1	3	6.8%
2	2	4.5%
<NA>	1	2.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	38	86.4%
1	3	6.8%
2	2	4.5%
na	1	2.3%

독산3동 사망자
Categorical

Distinct	4
Distinct (%)	9.1%
Missing	0
Missing (%)	0.0%
Memory size	484.0 B

0	35
2	4
3	3
1	2

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	35	79.5%
2	4	9.1%
3	3	6.8%
1	2	4.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	35	79.5%
2	4	9.1%
3	3	6.8%
1	2	4.5%

독산4동 사망자
Categorical

Distinct	3
Distinct (%)	6.8%
Missing	0
Missing (%)	0.0%
Memory size	484.0 B

0	35
1	8
2	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	1 ?
Unique (%)	2.3%

Sample

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

Common Values

Value	Count	Frequency (%)
0	35	79.5%
1	8	18.2%
2	1	2.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	35	79.5%
1	8	18.2%
2	1	2.3%

시흥1동 사망자
Categorical

Distinct	5
Distinct (%)	11.4%
Missing	0
Missing (%)	0.0%
Memory size	484.0 B

0	30
1	8
2	4
5	1
6	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	2 ?
Unique (%)	4.5%

Sample

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

Common Values

Value	Count	Frequency (%)
0	30	68.2%
1	8	18.2%
2	4	9.1%
5	1	2.3%
6	1	2.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	30	68.2%
1	8	18.2%
2	4	9.1%
5	1	2.3%
6	1	2.3%

시흥2동 사망자
Categorical

Distinct	4
Distinct (%)	9.1%
Missing	0
Missing (%)	0.0%
Memory size	484.0 B

0	34
1	7
2	2
3	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	1 ?
Unique (%)	2.3%

Sample

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

Common Values

Value	Count	Frequency (%)
0	34	77.3%
1	7	15.9%
2	2	4.5%
3	1	2.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	34	77.3%
1	7	15.9%
2	2	4.5%
3	1	2.3%

시흥3동 사망자
Categorical

IMBALANCE

Distinct	3
Distinct (%)	6.8%
Missing	0
Missing (%)	0.0%
Memory size	484.0 B

0	41
1	2
2	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	1 ?
Unique (%)	2.3%

Sample

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

Common Values

Value	Count	Frequency (%)
0	41	93.2%
1	2	4.5%
2	1	2.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	41	93.2%
1	2	4.5%
2	1	2.3%

시흥4동 사망자
Categorical

Distinct	3
Distinct (%)	6.8%
Missing	0
Missing (%)	0.0%
Memory size	484.0 B

0	34
1	8
3	2

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	34	77.3%
1	8	18.2%
3	2	4.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	34	77.3%
1	8	18.2%
3	2	4.5%

시흥5동 사망자
Categorical

IMBALANCE

Distinct	5
Distinct (%)	11.4%
Missing	0
Missing (%)	0.0%
Memory size	484.0 B

0	35
1	6
2	1
3	1
5	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	3 ?
Unique (%)	6.8%

Sample

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

Common Values

Value	Count	Frequency (%)
0	35	79.5%
1	6	13.6%
2	1	2.3%
3	1	2.3%
5	1	2.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	35	79.5%
1	6	13.6%
2	1	2.3%
3	1	2.3%
5	1	2.3%

데이터 기준 일자
Categorical

CONSTANT

Distinct	1
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Memory size	484.0 B

2024-02-27	44

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2024-02-27
2nd row	2024-02-27
3rd row	2024-02-27
4th row	2024-02-27
5th row	2024-02-27

Common Values

Value	Count	Frequency (%)
2024-02-27	44	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2024-02-27	44	100.0%

First rows
Last rows

	연월	총 확진자 수	총 사망자 수	가산동 확진자	독산1동 확진자	독산2동 확진자	독산3동 확진자	독산4동 확진자	시흥1동 확진자	시흥2동 확진자	시흥3동 확진자	시흥4동 확진자	시흥5동 확진자	독산1동 사망자	독산4동 사망자	데이터 기준 일자
0	2020-01-01	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2024-02-27
1	2020-02-01	1	0	0	1	0	0	0	0	0	0	0	0	0	0	2024-02-27
2	2020-03-01	11	0	0	3	0	1	4	3	0	0	0	0	0	0	2024-02-27
3	2020-04-01	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2024-02-27
4	2020-05-01	3	0	0	0	0	0	1	1	1	0	0	0	0	0	2024-02-27
5	2020-06-01	17	0	1	6	1	2	4	3	0	0	0	0	0	0	2024-02-27
6	2020-07-01	7	0	0	5	0	2	0	0	0	0	0	0	0	0	2024-02-27
7	2020-08-01	34	0	5	12	3	3	3	4	1	0	2	1	0	0	2024-02-27
8	2020-09-01	20	1	3	1	1	3	1	4	3	1	2	1	1	0	2024-02-27
9	2020-10-01	5	1	1	0	1	0	0	0	1	1	0	1	0	1	2024-02-27

	연월	총 확진자 수	총 사망자 수	가산동 확진자	독산1동 확진자	독산2동 확진자	독산3동 확진자	독산4동 확진자	시흥1동 확진자	시흥2동 확진자	시흥3동 확진자	시흥4동 확진자	시흥5동 확진자	기타 확진자	가산동 사망자	독산1동 사망자	독산3동 사망자	독산4동 사망자	시흥1동 사망자	시흥2동 사망자	시흥4동 사망자	시흥5동 사망자	데이터 기준 일자
34	2022-11-01	6403	7	716	1324	466	645	368	950	667	228	521	447	71	0	1	1	0	1	3	0	1	2024-02-27
35	2022-12-01	7853	3	1022	1533	563	932	425	1048	767	344	630	512	77	1	0	1	0	0	0	1	0	2024-02-27
36	2023-01-01	4455	4	595	851	295	535	259	720	376	166	340	294	24	0	0	2	1	0	0	0	1	2024-02-27
37	2023-02-01	1344	2	185	306	92	147	100	175	85	63	97	94	0	0	0	0	0	0	2	0	0	2024-02-27
38	2023-03-01	1129	1	141	213	82	121	73	174	98	70	74	83	0	1	0	0	0	0	0	0	0	2024-02-27
39	2023-04-01	1697	0	227	329	129	198	99	242	157	68	131	117	0	0	0	0	0	0	0	0	0	2024-02-27
40	2023-05-01	2965	1	369	543	190	371	195	434	254	149	196	264	0	0	1	0	0	0	0	0	0	2024-02-27
41	2023-06-01	2270	3	290	432	177	267	120	316	198	94	183	193	0	1	0	0	1	0	1	0	0	2024-02-27
42	2023-07-01	4186	1	575	875	383	464	217	580	299	204	310	279	0	0	0	0	0	0	0	0	1	2024-02-27
43	2023-08-01	5233	7	614	1027	378	585	274	922	394	203	399	437	0	0	1	2	0	1	0	3	0	2024-02-27

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Sample