gimi9 Pandas Profiling

Dataset statistics

Number of variables	16
Number of observations	222
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	30.7 KiB
Average record size in memory	141.6 B

Variable types

Numeric	13
Text	1
Categorical	2

Dataset

Description	인천광역시 중구 관내에 연령별 인구 현황에 대한 데이터 입니다.파일명 인천광역시_중구_연령별인구현황파일내용 연령,성별, 구, 동별 등
Author	인천광역시 중구
URL	https://data.incheon.go.kr/findData/publicDataDetail?dataId=15089337&srcSe=7661IVAWM27C61E190

Alerts

`데이터기준일자` has constant value ""	Constant
`연번` is highly overall correlated with `중구` and 3 other fields	High correlation
`중구` is highly overall correlated with `연번` and 11 other fields	High correlation
`신포동` is highly overall correlated with `중구` and 9 other fields	High correlation
`연안동` is highly overall correlated with `중구` and 10 other fields	High correlation
`신흥동` is highly overall correlated with `중구` and 10 other fields	High correlation
`도원동` is highly overall correlated with `중구` and 9 other fields	High correlation
`율목동` is highly overall correlated with `중구` and 9 other fields	High correlation
`동인천동` is highly overall correlated with `중구` and 9 other fields	High correlation
`개항동` is highly overall correlated with `중구` and 9 other fields	High correlation
`영종동` is highly overall correlated with `연번` and 11 other fields	High correlation
`영종1동` is highly overall correlated with `연번` and 5 other fields	High correlation
`운서동` is highly overall correlated with `연번` and 10 other fields	High correlation
`용유동` is highly overall correlated with `중구` and 8 other fields	High correlation
`연번` has unique values	Unique
`중구` has 11 (5.0%) zeros	Zeros
`신포동` has 22 (9.9%) zeros	Zeros
`연안동` has 24 (10.8%) zeros	Zeros
`신흥동` has 24 (10.8%) zeros	Zeros
`도원동` has 25 (11.3%) zeros	Zeros
`율목동` has 33 (14.9%) zeros	Zeros
`동인천동` has 23 (10.4%) zeros	Zeros
`개항동` has 24 (10.8%) zeros	Zeros
`영종동` has 21 (9.5%) zeros	Zeros
`영종1동` has 25 (11.3%) zeros	Zeros
`운서동` has 23 (10.4%) zeros	Zeros
`용유동` has 33 (14.9%) zeros	Zeros

Reproduction

Analysis started	2024-01-28 11:46:40.122790
Analysis finished	2024-01-28 11:46:52.725020
Duration	12.6 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

연번
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	222
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	111.5

Minimum	1
Maximum	222
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.1 KiB

Quantile statistics

Minimum	1
5-th percentile	12.05
Q1	56.25
median	111.5
Q3	166.75
95-th percentile	210.95
Maximum	222
Range	221
Interquartile range (IQR)	110.5

Descriptive statistics

Standard deviation	64.230055
Coefficient of variation (CV)	0.57605431
Kurtosis	-1.2
Mean	111.5
Median Absolute Deviation (MAD)	55.5
Skewness	0
Sum	24753
Variance	4125.5
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.5%
154	1	0.5%
143	1	0.5%
144	1	0.5%
145	1	0.5%
146	1	0.5%
147	1	0.5%
148	1	0.5%
149	1	0.5%
150	1	0.5%
Other values (212)	212	95.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	0.5%
2	1	0.5%
3	1	0.5%
4	1	0.5%
5	1	0.5%
6	1	0.5%
7	1	0.5%
8	1	0.5%
9	1	0.5%
10	1	0.5%

Value	Count	Frequency (%)
222	1	0.5%
221	1	0.5%
220	1	0.5%
219	1	0.5%
218	1	0.5%
217	1	0.5%
216	1	0.5%
215	1	0.5%
214	1	0.5%
213	1	0.5%

연령
Text

Distinct	111
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

Length

Max length	11
Median length	9
Mean length	8.981982
Min length	7

Characters and Unicode

Total characters	1994
Distinct characters	15
Distinct categories	4 ?
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	0 ?
Unique (%)	0.0%

Sample

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

Value	Count	Frequency (%)
	220	33.1%
0세	4	0.6%
81세	4	0.6%
80세	4	0.6%
79세	4	0.6%
78세	4	0.6%
77세	4	0.6%
76세	4	0.6%
75세	4	0.6%
74세	4	0.6%
Other values (103)	408	61.4%

Most occurring characters

Value	Count	Frequency (%)
세	442	22.2%
	442	22.2%
-	220	11.0%
1	128	6.4%
0	86	4.3%
2	84	4.2%
7	84	4.2%
3	84	4.2%
4	84	4.2%
5	84	4.2%
Other values (5)	256	12.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	886	44.4%
Other Letter	446	22.4%
Space Separator	442	22.2%
Dash Punctuation	220	11.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	128	14.4%
0	86	9.7%
2	84	9.5%
7	84	9.5%
3	84	9.5%
4	84	9.5%
5	84	9.5%
6	84	9.5%
8	84	9.5%
9	84	9.5%

Other Letter

Value	Count	Frequency (%)
세	442	99.1%
이	2	0.4%
상	2	0.4%

Space Separator

Value	Count	Frequency (%)
	442	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	220	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1548	77.6%
Hangul	446	22.4%

Most frequent character per script

Common

Value	Count	Frequency (%)
	442	28.6%
-	220	14.2%
1	128	8.3%
0	86	5.6%
2	84	5.4%
7	84	5.4%
3	84	5.4%
4	84	5.4%
5	84	5.4%
6	84	5.4%
Other values (2)	168	10.9%

Hangul

Value	Count	Frequency (%)
세	442	99.1%
이	2	0.4%
상	2	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1548	77.6%
Hangul	446	22.4%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
세	442	99.1%
이	2	0.4%
상	2	0.4%

ASCII

Value	Count	Frequency (%)
	442	28.6%
-	220	14.2%
1	128	8.3%
0	86	5.6%
2	84	5.4%
7	84	5.4%
3	84	5.4%
4	84	5.4%
5	84	5.4%
6	84	5.4%
Other values (2)	168	10.9%

성별
Categorical

Distinct	2
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

남	111
여	111

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	남
2nd row	여
3rd row	남
4th row	여
5th row	남

Common Values

Value	Count	Frequency (%)
남	111	50.0%
여	111	50.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
남	111	50.0%
여	111	50.0%

중구
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	189
Distinct (%)	85.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	706.78378

Minimum	0
Maximum	1596
Zeros	11
Zeros (%)	5.0%
Negative	0
Negative (%)	0.0%
Memory size	2.1 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	307.75
median	729
Q3	1124.5
95-th percentile	1461.1
Maximum	1596
Range	1596
Interquartile range (IQR)	816.75

Descriptive statistics

Standard deviation	479.97566
Coefficient of variation (CV)	0.67909829
Kurtosis	-1.1650349
Mean	706.78378
Median Absolute Deviation (MAD)	403.5
Skewness	-0.046577614
Sum	156906
Variance	230376.63
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	5.0%
2	5	2.3%
1151	4	1.8%
1	3	1.4%
3	3	1.4%
14	2	0.9%
1276	2	0.9%
957	2	0.9%
778	2	0.9%
698	2	0.9%
Other values (179)	186	83.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	5.0%
1	3	1.4%
2	5	2.3%
3	3	1.4%
4	2	0.9%
8	1	0.5%
11	1	0.5%
12	1	0.5%
13	1	0.5%
14	2	0.9%

Value	Count	Frequency (%)
1596	1	0.5%
1581	1	0.5%
1551	1	0.5%
1536	1	0.5%
1530	1	0.5%
1516	1	0.5%
1504	1	0.5%
1496	1	0.5%
1494	1	0.5%
1492	1	0.5%

신포동
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	69
Distinct (%)	31.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25.004505

Minimum	0
Maximum	84
Zeros	22
Zeros (%)	9.9%
Negative	0
Negative (%)	0.0%
Memory size	2.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	8
median	20
Q3	35
95-th percentile	69.9
Maximum	84
Range	84
Interquartile range (IQR)	27

Descriptive statistics

Standard deviation	21.16911
Coefficient of variation (CV)	0.84661184
Kurtosis	-0.065848777
Mean	25.004505
Median Absolute Deviation (MAD)	13.5
Skewness	0.84806264
Sum	5551
Variance	448.1312
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	22	9.9%
14	11	5.0%
1	10	4.5%
13	8	3.6%
35	7	3.2%
26	7	3.2%
32	6	2.7%
33	6	2.7%
8	6	2.7%
17	5	2.3%
Other values (59)	134	60.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	22	9.9%
1	10	4.5%
2	2	0.9%
3	5	2.3%
4	3	1.4%
5	5	2.3%
6	2	0.9%
7	2	0.9%
8	6	2.7%
9	4	1.8%

Value	Count	Frequency (%)
84	1	0.5%
79	1	0.5%
76	3	1.4%
75	2	0.9%
73	1	0.5%
72	2	0.9%
71	1	0.5%
70	1	0.5%
68	2	0.9%
66	1	0.5%

연안동
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	54
Distinct (%)	24.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.468468

Minimum	0
Maximum	59
Zeros	24
Zeros (%)	10.8%
Negative	0
Negative (%)	0.0%
Memory size	2.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	9
median	20
Q3	33
95-th percentile	46
Maximum	59
Range	59
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	14.756436
Coefficient of variation (CV)	0.68735391
Kurtosis	-0.80049302
Mean	21.468468
Median Absolute Deviation (MAD)	12
Skewness	0.21490962
Sum	4766
Variance	217.75239
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	24	10.8%
16	10	4.5%
33	9	4.1%
17	8	3.6%
39	7	3.2%
37	7	3.2%
20	7	3.2%
22	7	3.2%
18	7	3.2%
9	7	3.2%
Other values (44)	129	58.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	24	10.8%
1	7	3.2%
2	4	1.8%
3	3	1.4%
4	2	0.9%
5	3	1.4%
6	1	0.5%
7	2	0.9%
8	4	1.8%
9	7	3.2%

Value	Count	Frequency (%)
59	1	0.5%
58	1	0.5%
54	1	0.5%
53	1	0.5%
52	1	0.5%
49	2	0.9%
48	2	0.9%
47	1	0.5%
46	4	1.8%
45	2	0.9%

신흥동
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	104
Distinct (%)	46.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	61.815315

Minimum	0
Maximum	141
Zeros	24
Zeros (%)	10.8%
Negative	0
Negative (%)	0.0%
Memory size	2.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	32
median	64
Q3	95.75
95-th percentile	123.95
Maximum	141
Range	141
Interquartile range (IQR)	63.75

Descriptive statistics

Standard deviation	40.838022
Coefficient of variation (CV)	0.66064569
Kurtosis	-1.1786368
Mean	61.815315
Median Absolute Deviation (MAD)	32
Skewness	-0.086756644
Sum	13723
Variance	1667.744
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	24	10.8%
95	5	2.3%
87	5	2.3%
52	4	1.8%
1	4	1.8%
39	4	1.8%
4	4	1.8%
63	4	1.8%
110	4	1.8%
37	3	1.4%
Other values (94)	161	72.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	24	10.8%
1	4	1.8%
2	2	0.9%
3	3	1.4%
4	4	1.8%
7	3	1.4%
9	1	0.5%
11	1	0.5%
13	3	1.4%
18	1	0.5%

Value	Count	Frequency (%)
141	1	0.5%
132	1	0.5%
131	2	0.9%
129	1	0.5%
127	1	0.5%
126	2	0.9%
125	3	1.4%
124	1	0.5%
123	1	0.5%
122	1	0.5%

도원동
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	47
Distinct (%)	21.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.702703

Minimum	0
Maximum	51
Zeros	25
Zeros (%)	11.3%
Negative	0
Negative (%)	0.0%
Memory size	2.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5
median	14
Q3	26
95-th percentile	42.95
Maximum	51
Range	51
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	13.439049
Coefficient of variation (CV)	0.80460328
Kurtosis	-0.62473082
Mean	16.702703
Median Absolute Deviation (MAD)	11.5
Skewness	0.54710075
Sum	3708
Variance	180.60805
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
0	25	11.3%
2	18	8.1%
26	9	4.1%
8	9	4.1%
18	8	3.6%
12	8	3.6%
14	7	3.2%
16	7	3.2%
24	6	2.7%
23	6	2.7%
Other values (37)	119	53.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	25	11.3%
1	6	2.7%
2	18	8.1%
3	2	0.9%
4	3	1.4%
5	4	1.8%
6	6	2.7%
7	5	2.3%
8	9	4.1%
9	4	1.8%

Value	Count	Frequency (%)
51	1	0.5%
50	1	0.5%
48	1	0.5%
47	1	0.5%
46	2	0.9%
45	1	0.5%
44	3	1.4%
43	2	0.9%
42	3	1.4%
41	1	0.5%

율목동
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	41
Distinct (%)	18.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.509009

Minimum	0
Maximum	45
Zeros	33
Zeros (%)	14.9%
Negative	0
Negative (%)	0.0%
Memory size	2.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	12
Q3	21
95-th percentile	34
Maximum	45
Range	45
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	11.220029
Coefficient of variation (CV)	0.83055903
Kurtosis	-0.66268012
Mean	13.509009
Median Absolute Deviation (MAD)	9
Skewness	0.53835439
Sum	2999
Variance	125.88906
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=41)

Value	Count	Frequency (%)
0	33	14.9%
1	11	5.0%
19	9	4.1%
5	9	4.1%
9	9	4.1%
8	9	4.1%
20	9	4.1%
2	8	3.6%
29	8	3.6%
14	8	3.6%
Other values (31)	109	49.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	33	14.9%
1	11	5.0%
2	8	3.6%
3	6	2.7%
4	4	1.8%
5	9	4.1%
6	6	2.7%
7	6	2.7%
8	9	4.1%
9	9	4.1%

Value	Count	Frequency (%)
45	1	0.5%
42	1	0.5%
39	1	0.5%
38	1	0.5%
37	1	0.5%
36	2	0.9%
35	4	1.8%
34	3	1.4%
33	2	0.9%
32	1	0.5%

동인천동
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	65
Distinct (%)	29.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24.864865

Minimum	0
Maximum	79
Zeros	23
Zeros (%)	10.4%
Negative	0
Negative (%)	0.0%
Memory size	2.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	8
median	23
Q3	36
95-th percentile	63
Maximum	79
Range	79
Interquartile range (IQR)	28

Descriptive statistics

Standard deviation	19.47663
Coefficient of variation (CV)	0.78329926
Kurtosis	-0.51489105
Mean	24.864865
Median Absolute Deviation (MAD)	15
Skewness	0.55651275
Sum	5520
Variance	379.33912
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	23	10.4%
22	7	3.2%
26	6	2.7%
1	6	2.7%
28	6	2.7%
8	6	2.7%
5	5	2.3%
27	5	2.3%
11	5	2.3%
13	5	2.3%
Other values (55)	148	66.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	23	10.4%
1	6	2.7%
2	5	2.3%
3	4	1.8%
4	4	1.8%
5	5	2.3%
6	4	1.8%
7	4	1.8%
8	6	2.7%
9	4	1.8%

Value	Count	Frequency (%)
79	1	0.5%
71	1	0.5%
70	1	0.5%
68	2	0.9%
67	1	0.5%
65	2	0.9%
64	3	1.4%
63	2	0.9%
61	1	0.5%
60	1	0.5%

개항동
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	77
Distinct (%)	34.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	31.454955

Minimum	0
Maximum	102
Zeros	24
Zeros (%)	10.8%
Negative	0
Negative (%)	0.0%
Memory size	2.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	11
median	30
Q3	50
95-th percentile	70.95
Maximum	102
Range	102
Interquartile range (IQR)	39

Descriptive statistics

Standard deviation	24.002927
Coefficient of variation (CV)	0.76308889
Kurtosis	-0.7342823
Mean	31.454955
Median Absolute Deviation (MAD)	20
Skewness	0.39407022
Sum	6983
Variance	576.1405
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	24	10.8%
15	7	3.2%
55	7	3.2%
3	6	2.7%
30	6	2.7%
2	5	2.3%
37	5	2.3%
34	5	2.3%
16	5	2.3%
44	5	2.3%
Other values (67)	147	66.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	24	10.8%
1	4	1.8%
2	5	2.3%
3	6	2.7%
4	3	1.4%
5	1	0.5%
6	3	1.4%
7	3	1.4%
8	4	1.8%
9	2	0.9%

Value	Count	Frequency (%)
102	1	0.5%
88	1	0.5%
87	1	0.5%
85	1	0.5%
83	1	0.5%
80	2	0.9%
78	1	0.5%
75	1	0.5%
73	1	0.5%
72	1	0.5%

영종동
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	127
Distinct (%)	57.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	101.78378

Minimum	0
Maximum	267
Zeros	21
Zeros (%)	9.5%
Negative	0
Negative (%)	0.0%
Memory size	2.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	31
median	88
Q3	168.5
95-th percentile	224.85
Maximum	267
Range	267
Interquartile range (IQR)	137.5

Descriptive statistics

Standard deviation	75.72281
Coefficient of variation (CV)	0.74395751
Kurtosis	-1.1157656
Mean	101.78378
Median Absolute Deviation (MAD)	71
Skewness	0.22347388
Sum	22596
Variance	5733.944
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	21	9.5%
1	5	2.3%
83	5	2.3%
56	4	1.8%
2	4	1.8%
177	3	1.4%
5	3	1.4%
139	3	1.4%
84	3	1.4%
162	3	1.4%
Other values (117)	168	75.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	21	9.5%
1	5	2.3%
2	4	1.8%
3	3	1.4%
4	1	0.5%
5	3	1.4%
6	1	0.5%
9	1	0.5%
10	2	0.9%
15	2	0.9%

Value	Count	Frequency (%)
267	1	0.5%
264	1	0.5%
262	1	0.5%
252	1	0.5%
251	1	0.5%
241	1	0.5%
236	1	0.5%
234	1	0.5%
231	1	0.5%
226	2	0.9%

영종1동
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	164
Distinct (%)	73.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	229.3018

Minimum	0
Maximum	754
Zeros	25
Zeros (%)	11.3%
Negative	0
Negative (%)	0.0%
Memory size	2.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	36.25
median	207
Q3	367.5
95-th percentile	577.15
Maximum	754
Range	754
Interquartile range (IQR)	331.25

Descriptive statistics

Standard deviation	193.59945
Coefficient of variation (CV)	0.84429972
Kurtosis	-0.66000763
Mean	229.3018
Median Absolute Deviation (MAD)	170
Skewness	0.53056738
Sum	50905
Variance	37480.746
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	25	11.3%
209	4	1.8%
123	3	1.4%
1	3	1.4%
2	3	1.4%
436	3	1.4%
12	3	1.4%
507	3	1.4%
205	2	0.9%
523	2	0.9%
Other values (154)	171	77.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	25	11.3%
1	3	1.4%
2	3	1.4%
3	2	0.9%
4	1	0.5%
5	2	0.9%
7	1	0.5%
8	2	0.9%
9	1	0.5%
10	2	0.9%

Value	Count	Frequency (%)
754	1	0.5%
693	1	0.5%
691	1	0.5%
687	1	0.5%
679	1	0.5%
642	1	0.5%
639	1	0.5%
625	1	0.5%
614	1	0.5%
584	1	0.5%

운서동
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	156
Distinct (%)	70.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	164.31982

Minimum	0
Maximum	639
Zeros	23
Zeros (%)	10.4%
Negative	0
Negative (%)	0.0%
Memory size	2.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	40
median	125.5
Q3	265.75
95-th percentile	511.25
Maximum	639
Range	639
Interquartile range (IQR)	225.75

Descriptive statistics

Standard deviation	151.61941
Coefficient of variation (CV)	0.92270919
Kurtosis	0.51919678
Mean	164.31982
Median Absolute Deviation (MAD)	108
Skewness	1.0146336
Sum	36479
Variance	22988.445
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	23	10.4%
1	6	2.7%
2	4	1.8%
164	3	1.4%
40	3	1.4%
82	3	1.4%
5	3	1.4%
118	3	1.4%
57	2	0.9%
212	2	0.9%
Other values (146)	170	76.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	23	10.4%
1	6	2.7%
2	4	1.8%
3	2	0.9%
4	2	0.9%
5	3	1.4%
8	1	0.5%
12	1	0.5%
14	1	0.5%
16	2	0.9%

Value	Count	Frequency (%)
639	1	0.5%
598	1	0.5%
575	2	0.9%
572	1	0.5%
569	1	0.5%
565	1	0.5%
541	1	0.5%
535	1	0.5%
526	1	0.5%
518	1	0.5%

용유동
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	56
Distinct (%)	25.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.558559

Minimum	0
Maximum	77
Zeros	33
Zeros (%)	14.9%
Negative	0
Negative (%)	0.0%
Memory size	2.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	10
Q3	25
95-th percentile	53.95
Maximum	77
Range	77
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	17.334184
Coefficient of variation (CV)	1.0468414
Kurtosis	0.66436142
Mean	16.558559
Median Absolute Deviation (MAD)	9
Skewness	1.2222829
Sum	3676
Variance	300.47393
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	33	14.9%
7	12	5.4%
2	10	4.5%
8	9	4.1%
4	9	4.1%
1	8	3.6%
9	8	3.6%
5	8	3.6%
3	7	3.2%
16	6	2.7%
Other values (46)	112	50.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	33	14.9%
1	8	3.6%
2	10	4.5%
3	7	3.2%
4	9	4.1%
5	8	3.6%
6	4	1.8%
7	12	5.4%
8	9	4.1%
9	8	3.6%

Value	Count	Frequency (%)
77	1	0.5%
69	1	0.5%
61	1	0.5%
60	2	0.9%
58	2	0.9%
57	1	0.5%
56	3	1.4%
54	1	0.5%
53	2	0.9%
51	2	0.9%

데이터기준일자
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

2023-07-31	222

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2023-07-31
2nd row	2023-07-31
3rd row	2023-07-31
4th row	2023-07-31
5th row	2023-07-31

Common Values

Value	Count	Frequency (%)
2023-07-31	222	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2023-07-31	222	100.0%

Phik (φk)
Auto

Heatmap
Table

	연번	성별	중구	신포동	연안동	신흥동	도원동	율목동	동인천동	개항동	영종동	영종1동	운서동	용유동
연번	1.000	0.000	0.917	0.855	0.871	0.896	0.846	0.829	0.837	0.848	0.917	0.913	0.922	0.818
성별	0.000	1.000	0.362	0.343	0.122	0.000	0.265	0.192	0.201	0.000	0.508	0.000	0.000	0.000
중구	0.917	0.362	1.000	0.831	0.786	0.896	0.761	0.742	0.782	0.801	0.946	0.854	0.860	0.758
신포동	0.855	0.343	0.831	1.000	0.871	0.842	0.876	0.851	0.901	0.898	0.801	0.697	0.736	0.882
연안동	0.871	0.122	0.786	0.871	1.000	0.832	0.837	0.842	0.846	0.864	0.774	0.668	0.694	0.798
신흥동	0.896	0.000	0.896	0.842	0.832	1.000	0.792	0.791	0.818	0.855	0.857	0.762	0.785	0.738
도원동	0.846	0.265	0.761	0.876	0.837	0.792	1.000	0.846	0.871	0.897	0.712	0.681	0.686	0.836
율목동	0.829	0.192	0.742	0.851	0.842	0.791	0.846	1.000	0.872	0.858	0.723	0.613	0.685	0.866
동인천동	0.837	0.201	0.782	0.901	0.846	0.818	0.871	0.872	1.000	0.894	0.773	0.650	0.658	0.915
개항동	0.848	0.000	0.801	0.898	0.864	0.855	0.897	0.858	0.894	1.000	0.757	0.691	0.713	0.847
영종동	0.917	0.508	0.946	0.801	0.774	0.857	0.712	0.723	0.773	0.757	1.000	0.830	0.871	0.727
영종1동	0.913	0.000	0.854	0.697	0.668	0.762	0.681	0.613	0.650	0.691	0.830	1.000	0.833	0.672
운서동	0.922	0.000	0.860	0.736	0.694	0.785	0.686	0.685	0.658	0.713	0.871	0.833	1.000	0.591
용유동	0.818	0.000	0.758	0.882	0.798	0.738	0.836	0.866	0.915	0.847	0.727	0.672	0.591	1.000

Heatmap
Table

	연번	중구	신포동	연안동	신흥동	도원동	율목동	동인천동	개항동	영종동	영종1동	운서동	용유동	성별
연번	1.000	-0.591	-0.211	-0.242	-0.398	-0.164	-0.146	-0.146	-0.224	-0.563	-0.787	-0.676	-0.057	0.000
중구	-0.591	1.000	0.749	0.775	0.896	0.658	0.678	0.710	0.741	0.971	0.851	0.940	0.608	0.273
신포동	-0.211	0.749	1.000	0.932	0.911	0.933	0.926	0.953	0.950	0.788	0.445	0.655	0.929	0.258
연안동	-0.242	0.775	0.932	1.000	0.904	0.908	0.912	0.921	0.918	0.790	0.508	0.675	0.894	0.091
신흥동	-0.398	0.896	0.911	0.904	1.000	0.848	0.863	0.884	0.905	0.903	0.640	0.819	0.821	0.000
도원동	-0.164	0.658	0.933	0.908	0.848	1.000	0.917	0.935	0.932	0.696	0.364	0.582	0.927	0.199
율목동	-0.146	0.678	0.926	0.912	0.863	0.917	1.000	0.924	0.925	0.701	0.385	0.593	0.920	0.128
동인천동	-0.146	0.710	0.953	0.921	0.884	0.935	0.924	1.000	0.945	0.746	0.398	0.606	0.938	0.151
개항동	-0.224	0.741	0.950	0.918	0.905	0.932	0.925	0.945	1.000	0.776	0.419	0.673	0.911	0.000
영종동	-0.563	0.971	0.788	0.790	0.903	0.696	0.701	0.746	0.776	1.000	0.800	0.901	0.648	0.384
영종1동	-0.787	0.851	0.445	0.508	0.640	0.364	0.385	0.398	0.419	0.800	1.000	0.780	0.317	0.000
운서동	-0.676	0.940	0.655	0.675	0.819	0.582	0.593	0.606	0.673	0.901	0.780	1.000	0.486	0.000
용유동	-0.057	0.608	0.929	0.894	0.821	0.927	0.920	0.938	0.911	0.648	0.317	0.486	1.000	0.000
성별	0.000	0.273	0.258	0.091	0.000	0.199	0.128	0.151	0.000	0.384	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

	연번	연령	성별	중구	신포동	연안동	신흥동	도원동	율목동	동인천동	개항동	영종동	영종1동	운서동	용유동	데이터기준일자
0	1	0세 - 0세	남	460	5	3	37	1	2	5	8	61	254	83	1	2023-07-31
1	2	0세 - 0세	여	448	5	4	30	2	0	2	6	83	228	88	0	2023-07-31
2	3	1세 - 1세	남	496	6	9	32	2	0	6	7	89	267	78	0	2023-07-31
3	4	1세 - 1세	여	474	2	12	36	2	0	1	7	68	275	63	8	2023-07-31
4	5	2세 - 2세	남	560	10	10	39	2	2	9	6	73	319	88	2	2023-07-31
5	6	2세 - 2세	여	445	9	9	30	4	0	5	6	66	256	59	1	2023-07-31
6	7	3세 - 3세	남	542	5	5	39	2	2	7	12	79	306	82	3	2023-07-31
7	8	3세 - 3세	여	520	3	9	37	2	2	4	7	76	312	66	2	2023-07-31
8	9	4세 - 4세	남	675	7	8	49	2	1	6	8	106	380	106	2	2023-07-31
9	10	4세 - 4세	여	597	8	5	44	6	5	9	4	74	341	100	1	2023-07-31

	연번	연령	성별	중구	도원동	영종동	데이터기준일자
212	213	106세 - 106세	남	0	0	0	2023-07-31
213	214	106세 - 106세	여	0	0	0	2023-07-31
214	215	107세 - 107세	남	0	0	0	2023-07-31
215	216	107세 - 107세	여	0	0	0	2023-07-31
216	217	108세 - 108세	남	0	0	0	2023-07-31
217	218	108세 - 108세	여	0	0	0	2023-07-31
218	219	109세 - 109세	남	0	0	0	2023-07-31
219	220	109세 - 109세	여	0	0	0	2023-07-31
220	221	110세 이상	남	1	0	1	2023-07-31
221	222	110세 이상	여	1	1	0	2023-07-31

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Letter

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Hangul

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample