gimi9 Pandas Profiling

Dataset statistics

Number of variables	14
Number of observations	318
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	38.3 KiB
Average record size in memory	123.4 B

Variable types

Categorical	2
Text	1
Numeric	11

Dataset

Description	인천광역시 소재 주민등록인구의 (군구명,행정구역(동읍면),항목(남자,여자인구수),10세미만,10대,20대,30대...100세이상)으로 구성된 데이터입니다.
Author	인천광역시
URL	https://data.incheon.go.kr/findData/publicDataDetail?dataId=15091499&srcSe=7661IVAWM27C61E190

Alerts

`10세미만` is highly overall correlated with `10대` and 6 other fields	High correlation
`10대` is highly overall correlated with `10세미만` and 7 other fields	High correlation
`20대` is highly overall correlated with `10세미만` and 7 other fields	High correlation
`30대` is highly overall correlated with `10세미만` and 6 other fields	High correlation
`40대` is highly overall correlated with `10세미만` and 7 other fields	High correlation
`50대` is highly overall correlated with `10세미만` and 7 other fields	High correlation
`60대` is highly overall correlated with `10세미만` and 8 other fields	High correlation
`70대` is highly overall correlated with `10세미만` and 8 other fields	High correlation
`80대` is highly overall correlated with `10대` and 7 other fields	High correlation
`90대` is highly overall correlated with `60대` and 4 other fields	High correlation
`100세이상` is highly overall correlated with `90대`	High correlation
`항목` is highly overall correlated with `80대` and 1 other fields	High correlation
`100세이상` has 111 (34.9%) zeros	Zeros

Reproduction

Analysis started	2024-04-17 17:29:56.399231
Analysis finished	2024-04-17 17:30:05.942571
Duration	9.54 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

군구명
Categorical

Distinct	10
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

서구	46
부평구	44
미추홀구	42
남동구	40
연수구	30
Other values (5)	116

Length

Max length	4
Median length	3
Mean length	2.8490566
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
서구	46	14.5%
부평구	44	13.8%
미추홀구	42	13.2%
남동구	40	12.6%
연수구	30	9.4%
강화군	28	8.8%
계양구	24	7.5%
중구	22	6.9%
동구	22	6.9%
옹진군	20	6.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
서구	46	14.5%
부평구	44	13.8%
미추홀구	42	13.2%
남동구	40	12.6%
연수구	30	9.4%
강화군	28	8.8%
계양구	24	7.5%
중구	22	6.9%
동구	22	6.9%
옹진군	20	6.3%

행정구역(동읍면)별
Text

Distinct	159
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

Length

Max length	8
Median length	4
Mean length	3.9685535
Min length	3

Characters and Unicode

Total characters	1262
Distinct characters	115
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	연안동
2nd row	연안동
3rd row	신포동
4th row	신포동
5th row	신흥동

Value	Count	Frequency (%)
연안동	2	0.6%
효성1동	2	0.6%
계산1동	2	0.6%
계산2동	2	0.6%
계산3동	2	0.6%
계산4동	2	0.6%
작전1동	2	0.6%
작전2동	2	0.6%
작전서운동	2	0.6%
효성2동	2	0.6%
Other values (149)	298	93.7%

Most occurring characters

Value	Count	Frequency (%)
동	280	22.2%
1	64	5.1%
2	64	5.1%
면	46	3.6%
3	42	3.3%
도	30	2.4%
산	26	2.1%
송	26	2.1%
4	24	1.9%
수	24	1.9%
Other values (105)	636	50.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1032	81.8%
Decimal Number	218	17.3%
Other Punctuation	12	1.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	280	27.1%
면	46	4.5%
도	30	2.9%
산	26	2.5%
송	26	2.5%
수	24	2.3%
현	20	1.9%
부	18	1.7%
청	18	1.7%
안	18	1.7%
Other values (96)	526	51.0%

Decimal Number

Value	Count	Frequency (%)
1	64	29.4%
2	64	29.4%
3	42	19.3%
4	24	11.0%
5	12	5.5%
6	8	3.7%
8	2	0.9%
7	2	0.9%

Other Punctuation

Value	Count	Frequency (%)
.	12	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	1032	81.8%
Common	230	18.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	280	27.1%
면	46	4.5%
도	30	2.9%
산	26	2.5%
송	26	2.5%
수	24	2.3%
현	20	1.9%
부	18	1.7%
청	18	1.7%
안	18	1.7%
Other values (96)	526	51.0%

Common

Value	Count	Frequency (%)
1	64	27.8%
2	64	27.8%
3	42	18.3%
4	24	10.4%
5	12	5.2%
.	12	5.2%
6	8	3.5%
8	2	0.9%
7	2	0.9%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1032	81.8%
ASCII	230	18.2%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
동	280	27.1%
면	46	4.5%
도	30	2.9%
산	26	2.5%
송	26	2.5%
수	24	2.3%
현	20	1.9%
부	18	1.7%
청	18	1.7%
안	18	1.7%
Other values (96)	526	51.0%

ASCII

Value	Count	Frequency (%)
1	64	27.8%
2	64	27.8%
3	42	18.3%
4	24	10.4%
5	12	5.2%
.	12	5.2%
6	8	3.5%
8	2	0.9%
7	2	0.9%

항목
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

남자인구수 (명)	159
여자인구수 (명)	159

Length

Max length	9
Median length	9
Mean length	9
Min length	9

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	남자인구수 (명)
2nd row	여자인구수 (명)
3rd row	남자인구수 (명)
4th row	여자인구수 (명)
5th row	남자인구수 (명)

Common Values

Value	Count	Frequency (%)
남자인구수 (명)	159	50.0%
여자인구수 (명)	159	50.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
명	318	50.0%
남자인구수	159	25.0%
여자인구수	159	25.0%

10세미만
Real number (ℝ)

HIGH CORRELATION

Distinct	276
Distinct (%)	86.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	692.56604

Minimum	0
Maximum	3500
Zeros	1
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0
5-th percentile	23
Q1	209
median	532.5
Q3	893.5
95-th percentile	2108
Maximum	3500
Range	3500
Interquartile range (IQR)	684.5

Descriptive statistics

Standard deviation	692.83039
Coefficient of variation (CV)	1.0003817
Kurtosis	3.9960897
Mean	692.56604
Median Absolute Deviation (MAD)	339
Skewness	1.8669227
Sum	220236
Variance	480013.94
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
34	4	1.3%
233	3	0.9%
401	3	0.9%
1120	3	0.9%
410	3	0.9%
501	2	0.6%
150	2	0.6%
43	2	0.6%
559	2	0.6%
46	2	0.6%
Other values (266)	292	91.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.3%
2	1	0.3%
3	2	0.6%
4	2	0.6%
5	1	0.3%
7	1	0.3%
9	1	0.3%
10	1	0.3%
14	2	0.6%
16	1	0.3%

Value	Count	Frequency (%)
3500	1	0.3%
3412	1	0.3%
3370	1	0.3%
3314	1	0.3%
3292	1	0.3%
3286	1	0.3%
3129	1	0.3%
3061	1	0.3%
2926	1	0.3%
2762	1	0.3%

10대
Real number (ℝ)

HIGH CORRELATION

Distinct	286
Distinct (%)	89.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	853.99686

Minimum	1
Maximum	3376
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	1
5-th percentile	35.7
Q1	289
median	675
Q3	1284.25
95-th percentile	2216.7
Maximum	3376
Range	3375
Interquartile range (IQR)	995.25

Descriptive statistics

Standard deviation	724.66448
Coefficient of variation (CV)	0.84855638
Kurtosis	1.0372906
Mean	853.99686
Median Absolute Deviation (MAD)	459.5
Skewness	1.1168145
Sum	271571
Variance	525138.61
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7	3	0.9%
53	3	0.9%
873	2	0.6%
1457	2	0.6%
424	2	0.6%
67	2	0.6%
50	2	0.6%
607	2	0.6%
431	2	0.6%
932	2	0.6%
Other values (276)	296	93.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2	0.6%
2	1	0.3%
7	3	0.9%
10	2	0.6%
13	1	0.3%
14	2	0.6%
16	1	0.3%
21	1	0.3%
25	1	0.3%
29	1	0.3%

Value	Count	Frequency (%)
3376	1	0.3%
3263	1	0.3%
3199	1	0.3%
3109	1	0.3%
3096	1	0.3%
2970	1	0.3%
2949	1	0.3%
2933	1	0.3%
2818	1	0.3%
2679	1	0.3%

20대
Real number (ℝ)

HIGH CORRELATION

Distinct	296
Distinct (%)	93.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1236.6541

Minimum	3
Maximum	3988
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	3
5-th percentile	48.7
Q1	406.5
median	1255
Q3	1780.5
95-th percentile	2875.7
Maximum	3988
Range	3985
Interquartile range (IQR)	1374

Descriptive statistics

Standard deviation	867.25503
Coefficient of variation (CV)	0.70129152
Kurtosis	-0.12688925
Mean	1236.6541
Median Absolute Deviation (MAD)	632
Skewness	0.51684446
Sum	393256
Variance	752131.28
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
361	2	0.6%
1991	2	0.6%
298	2	0.6%
91	2	0.6%
105	2	0.6%
1936	2	0.6%
900	2	0.6%
2044	2	0.6%
1856	2	0.6%
1260	2	0.6%
Other values (286)	298	93.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	1	0.3%
4	1	0.3%
6	1	0.3%
10	2	0.6%
12	2	0.6%
20	1	0.3%
31	1	0.3%
34	2	0.6%
36	1	0.3%
38	1	0.3%

Value	Count	Frequency (%)
3988	1	0.3%
3655	1	0.3%
3610	1	0.3%
3453	1	0.3%
3446	1	0.3%
3370	1	0.3%
3252	1	0.3%
3223	1	0.3%
3182	1	0.3%
3172	1	0.3%

30대
Real number (ℝ)

HIGH CORRELATION

Distinct	302
Distinct (%)	95.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1259.5881

Minimum	2
Maximum	4897
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	2
5-th percentile	38.7
Q1	417.25
median	1139.5
Q3	1747
95-th percentile	3082.8
Maximum	4897
Range	4895
Interquartile range (IQR)	1329.75

Descriptive statistics

Standard deviation	990.26324
Coefficient of variation (CV)	0.78618024
Kurtosis	1.1579025
Mean	1259.5881
Median Absolute Deviation (MAD)	675.5
Skewness	1.0436631
Sum	400549
Variance	980621.28
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1173	2	0.6%
389	2	0.6%
809	2	0.6%
1705	2	0.6%
36	2	0.6%
90	2	0.6%
10	2	0.6%
1335	2	0.6%
717	2	0.6%
650	2	0.6%
Other values (292)	298	93.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	0.3%
3	1	0.3%
6	1	0.3%
7	2	0.6%
10	2	0.6%
14	1	0.3%
15	1	0.3%
20	1	0.3%
25	1	0.3%
31	1	0.3%

Value	Count	Frequency (%)
4897	1	0.3%
4635	1	0.3%
4419	1	0.3%
4288	1	0.3%
4258	1	0.3%
4225	1	0.3%
4134	1	0.3%
4101	1	0.3%
3879	1	0.3%
3712	1	0.3%

40대
Real number (ℝ)

HIGH CORRELATION

Distinct	301
Distinct (%)	94.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1510.1226

Minimum	2
Maximum	5162
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	2
5-th percentile	64.55
Q1	563
median	1304
Q3	2189.75
95-th percentile	3805.3
Maximum	5162
Range	5160
Interquartile range (IQR)	1626.75

Descriptive statistics

Standard deviation	1149.7379
Coefficient of variation (CV)	0.76135396
Kurtosis	0.46570131
Mean	1510.1226
Median Absolute Deviation (MAD)	820
Skewness	0.86909215
Sum	480219
Variance	1321897.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
71	2	0.6%
1221	2	0.6%
65	2	0.6%
1514	2	0.6%
135	2	0.6%
114	2	0.6%
1083	2	0.6%
1249	2	0.6%
1063	2	0.6%
1412	2	0.6%
Other values (291)	298	93.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	0.3%
3	1	0.3%
7	1	0.3%
10	1	0.3%
14	1	0.3%
15	1	0.3%
16	2	0.6%
27	1	0.3%
39	1	0.3%
49	1	0.3%

Value	Count	Frequency (%)
5162	1	0.3%
5086	1	0.3%
5038	1	0.3%
5004	1	0.3%
4902	1	0.3%
4556	1	0.3%
4535	1	0.3%
4504	1	0.3%
4477	1	0.3%
4205	1	0.3%

50대
Real number (ℝ)

HIGH CORRELATION

Distinct	305
Distinct (%)	95.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1599.8648

Minimum	10
Maximum	4262
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	10
5-th percentile	119.85
Q1	675.75
median	1627
Q3	2286.75
95-th percentile	3233.3
Maximum	4262
Range	4252
Interquartile range (IQR)	1611

Descriptive statistics

Standard deviation	992.89988
Coefficient of variation (CV)	0.62061488
Kurtosis	-0.75045912
Mean	1599.8648
Median Absolute Deviation (MAD)	798
Skewness	0.18636103
Sum	508757
Variance	985850.18
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1894	3	0.9%
1666	2	0.6%
2243	2	0.6%
1781	2	0.6%
646	2	0.6%
1906	2	0.6%
2054	2	0.6%
653	2	0.6%
2818	2	0.6%
286	2	0.6%
Other values (295)	297	93.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	1	0.3%
15	1	0.3%
19	1	0.3%
26	1	0.3%
27	1	0.3%
28	1	0.3%
38	1	0.3%
45	1	0.3%
76	1	0.3%
78	1	0.3%

Value	Count	Frequency (%)
4262	1	0.3%
4224	1	0.3%
3948	1	0.3%
3865	1	0.3%
3578	1	0.3%
3577	1	0.3%
3570	1	0.3%
3536	1	0.3%
3513	1	0.3%
3431	1	0.3%

60대
Real number (ℝ)

HIGH CORRELATION

Distinct	290
Distinct (%)	91.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1230.1635

Minimum	20
Maximum	2996
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	20
5-th percentile	148.5
Q1	699.75
median	1264.5
Q3	1679.5
95-th percentile	2247.1
Maximum	2996
Range	2976
Interquartile range (IQR)	979.75

Descriptive statistics

Standard deviation	651.30268
Coefficient of variation (CV)	0.52944399
Kurtosis	-0.68243368
Mean	1230.1635
Median Absolute Deviation (MAD)	495
Skewness	0.021191673
Sum	391192
Variance	424195.18
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1383	3	0.9%
1063	3	0.9%
1588	3	0.9%
659	3	0.9%
1521	2	0.6%
49	2	0.6%
729	2	0.6%
857	2	0.6%
150	2	0.6%
1506	2	0.6%
Other values (280)	294	92.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	1	0.3%
28	1	0.3%
36	1	0.3%
44	1	0.3%
49	2	0.6%
50	1	0.3%
54	1	0.3%
101	1	0.3%
113	1	0.3%
117	1	0.3%

Value	Count	Frequency (%)
2996	1	0.3%
2879	1	0.3%
2758	1	0.3%
2723	1	0.3%
2585	1	0.3%
2448	1	0.3%
2425	1	0.3%
2384	1	0.3%
2369	1	0.3%
2321	1	0.3%

70대
Real number (ℝ)

HIGH CORRELATION

Distinct	273
Distinct (%)	85.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	561.27987

Minimum	24
Maximum	1500
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	24
5-th percentile	79
Q1	354
median	550.5
Q3	753.5
95-th percentile	1001.8
Maximum	1500
Range	1476
Interquartile range (IQR)	399.5

Descriptive statistics

Standard deviation	280.77854
Coefficient of variation (CV)	0.50024694
Kurtosis	-0.14658194
Mean	561.27987
Median Absolute Deviation (MAD)	201
Skewness	0.22093785
Sum	178487
Variance	78836.587
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
549	3	0.9%
615	3	0.9%
834	2	0.6%
28	2	0.6%
338	2	0.6%
177	2	0.6%
366	2	0.6%
469	2	0.6%
803	2	0.6%
730	2	0.6%
Other values (263)	296	93.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
24	1	0.3%
28	2	0.6%
29	2	0.6%
32	1	0.3%
35	1	0.3%
39	1	0.3%
42	1	0.3%
52	1	0.3%
62	1	0.3%
66	1	0.3%

Value	Count	Frequency (%)
1500	1	0.3%
1374	1	0.3%
1282	1	0.3%
1229	1	0.3%
1217	1	0.3%
1208	1	0.3%
1192	1	0.3%
1156	1	0.3%
1099	1	0.3%
1098	1	0.3%

80대
Real number (ℝ)

HIGH CORRELATION

Distinct	251
Distinct (%)	78.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	254.67296

Minimum	6
Maximum	853
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	6
5-th percentile	35.85
Q1	148.5
median	221.5
Q3	334
95-th percentile	538.9
Maximum	853
Range	847
Interquartile range (IQR)	185.5

Descriptive statistics

Standard deviation	154.30506
Coefficient of variation (CV)	0.60589494
Kurtosis	1.1922801
Mean	254.67296
Median Absolute Deviation (MAD)	90.5
Skewness	0.95569042
Sum	80986
Variance	23810.05
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
211	4	1.3%
301	3	0.9%
29	3	0.9%
163	3	0.9%
193	3	0.9%
215	3	0.9%
264	3	0.9%
188	3	0.9%
162	3	0.9%
210	3	0.9%
Other values (241)	287	90.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6	1	0.3%
9	2	0.6%
11	1	0.3%
14	1	0.3%
15	1	0.3%
16	1	0.3%
20	1	0.3%
22	1	0.3%
23	1	0.3%
29	3	0.9%

Value	Count	Frequency (%)
853	1	0.3%
772	1	0.3%
769	1	0.3%
767	1	0.3%
752	1	0.3%
690	1	0.3%
680	1	0.3%
635	1	0.3%
608	1	0.3%
582	1	0.3%

90대
Real number (ℝ)

HIGH CORRELATION

Distinct	103
Distinct (%)	32.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	39.707547

Minimum	0
Maximum	155
Zeros	2
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0
5-th percentile	5
Q1	16
median	25
Q3	63.75
95-th percentile	101
Maximum	155
Range	155
Interquartile range (IQR)	47.75

Descriptive statistics

Standard deviation	32.363267
Coefficient of variation (CV)	0.81504071
Kurtosis	0.44703155
Mean	39.707547
Median Absolute Deviation (MAD)	16
Skewness	1.0641213
Sum	12627
Variance	1047.3811
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
16	13	4.1%
25	12	3.8%
23	11	3.5%
17	10	3.1%
18	10	3.1%
8	9	2.8%
13	8	2.5%
20	8	2.5%
12	7	2.2%
14	7	2.2%
Other values (93)	223	70.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	0.6%
1	1	0.3%
2	3	0.9%
3	4	1.3%
4	2	0.6%
5	6	1.9%
6	4	1.3%
7	5	1.6%
8	9	2.8%
9	6	1.9%

Value	Count	Frequency (%)
155	1	0.3%
147	1	0.3%
133	1	0.3%
131	1	0.3%
130	1	0.3%
129	1	0.3%
124	2	0.6%
123	1	0.3%
109	1	0.3%
108	1	0.3%

100세이상
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	11
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.7264151

Minimum	0
Maximum	12
Zeros	111
Zeros (%)	34.9%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	3
95-th percentile	6
Maximum	12
Range	12
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.0752394
Coefficient of variation (CV)	1.2020512
Kurtosis	4.674008
Mean	1.7264151
Median Absolute Deviation (MAD)	1
Skewness	1.8953628
Sum	549
Variance	4.3066187
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	111	34.9%
1	74	23.3%
2	49	15.4%
3	37	11.6%
4	21	6.6%
5	7	2.2%
6	6	1.9%
7	4	1.3%
8	4	1.3%
9	3	0.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	111	34.9%
1	74	23.3%
2	49	15.4%
3	37	11.6%
4	21	6.6%
5	7	2.2%
6	6	1.9%
7	4	1.3%
8	4	1.3%
9	3	0.9%

Value	Count	Frequency (%)
12	2	0.6%
9	3	0.9%
8	4	1.3%
7	4	1.3%
6	6	1.9%
5	7	2.2%
4	21	6.6%
3	37	11.6%
2	49	15.4%
1	74	23.3%

Heatmap
Table

	군구명	항목	10세미만	10대	20대	30대	40대	50대	60대	70대	80대	90대	100세이상
군구명	1.000	0.000	0.668	0.739	0.744	0.734	0.752	0.795	0.777	0.710	0.567	0.345	0.203
항목	0.000	1.000	0.000	0.000	0.000	0.094	0.000	0.000	0.000	0.159	0.743	0.944	0.458
10세미만	0.668	0.000	1.000	0.909	0.831	0.917	0.938	0.826	0.745	0.624	0.504	0.379	0.250
10대	0.739	0.000	0.909	1.000	0.885	0.895	0.942	0.889	0.821	0.700	0.547	0.463	0.045
20대	0.744	0.000	0.831	0.885	1.000	0.896	0.898	0.929	0.872	0.735	0.620	0.460	0.223
30대	0.734	0.094	0.917	0.895	0.896	1.000	0.927	0.880	0.816	0.678	0.523	0.503	0.204
40대	0.752	0.000	0.938	0.942	0.898	0.927	1.000	0.890	0.827	0.716	0.599	0.421	0.000
50대	0.795	0.000	0.826	0.889	0.929	0.880	0.890	1.000	0.937	0.810	0.682	0.605	0.258
60대	0.777	0.000	0.745	0.821	0.872	0.816	0.827	0.937	1.000	0.899	0.787	0.670	0.327
70대	0.710	0.159	0.624	0.700	0.735	0.678	0.716	0.810	0.899	1.000	0.882	0.794	0.455
80대	0.567	0.743	0.504	0.547	0.620	0.523	0.599	0.682	0.787	0.882	1.000	0.895	0.513
90대	0.345	0.944	0.379	0.463	0.460	0.503	0.421	0.605	0.670	0.794	0.895	1.000	0.582
100세이상	0.203	0.458	0.250	0.045	0.223	0.204	0.000	0.258	0.327	0.455	0.513	0.582	1.000

Heatmap
Table

	항목	군구명
항목	1.000	0.000
군구명	0.000	1.000

Heatmap
Table

	10세미만	10대	20대	30대	40대	50대	60대	70대	80대	90대	100세이상	군구명	항목
10세미만	1.000	0.969	0.913	0.955	0.975	0.910	0.788	0.631	0.476	0.345	0.157	0.261	0.000
10대	0.969	1.000	0.924	0.927	0.981	0.941	0.811	0.655	0.502	0.365	0.141	0.311	0.000
20대	0.913	0.924	1.000	0.961	0.951	0.959	0.870	0.714	0.536	0.366	0.171	0.315	0.000
30대	0.955	0.927	0.961	1.000	0.968	0.928	0.830	0.666	0.485	0.327	0.186	0.307	0.071
40대	0.975	0.981	0.951	0.968	1.000	0.951	0.828	0.679	0.510	0.353	0.166	0.321	0.000
50대	0.910	0.941	0.959	0.928	0.951	1.000	0.919	0.755	0.612	0.449	0.219	0.359	0.000
60대	0.788	0.811	0.870	0.830	0.828	0.919	1.000	0.899	0.719	0.524	0.276	0.343	0.000
70대	0.631	0.655	0.714	0.666	0.679	0.755	0.899	1.000	0.863	0.644	0.364	0.289	0.120
80대	0.476	0.502	0.536	0.485	0.510	0.612	0.719	0.863	1.000	0.877	0.489	0.205	0.576
90대	0.345	0.365	0.366	0.327	0.353	0.449	0.524	0.644	0.877	1.000	0.538	0.110	0.774
100세이상	0.157	0.141	0.171	0.186	0.166	0.219	0.276	0.364	0.489	0.538	1.000	0.086	0.450
군구명	0.261	0.311	0.315	0.307	0.321	0.359	0.343	0.289	0.205	0.110	0.086	1.000	0.000
항목	0.000	0.000	0.000	0.071	0.000	0.000	0.000	0.120	0.576	0.774	0.450	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

	군구명	행정구역(동읍면)별	항목	10세미만	10대	20대	30대	40대	50대	60대	70대	80대	90대	100세이상
0	중구	연안동	남자인구수 (명)	120	151	361	369	481	737	694	298	107	13	0
1	중구	연안동	여자인구수 (명)	102	173	260	235	321	525	634	338	194	41	2
2	중구	신포동	남자인구수 (명)	133	178	294	283	429	462	417	275	113	12	0
3	중구	신포동	여자인구수 (명)	106	166	242	227	359	399	410	354	200	44	2
4	중구	신흥동	남자인구수 (명)	401	580	875	831	1068	1218	1018	524	192	14	0
5	중구	신흥동	여자인구수 (명)	396	542	731	714	934	1046	1044	655	322	64	0
6	중구	도원동	남자인구수 (명)	57	145	249	197	298	380	364	245	74	9	0
7	중구	도원동	여자인구수 (명)	69	112	181	164	242	330	409	291	127	25	1
8	중구	율목동	남자인구수 (명)	54	93	183	166	265	348	299	201	49	5	0
9	중구	율목동	여자인구수 (명)	34	97	149	112	207	261	318	249	115	25	0

	군구명	행정구역(동읍면)별	항목	10세미만	10대	20대	30대	40대	50대	60대	70대	80대	90대	100세이상
308	옹진군	덕적면	남자인구수 (명)	19	42	83	52	94	214	274	164	68	7	0
309	옹진군	덕적면	여자인구수 (명)	23	39	55	35	56	131	214	177	104	33	1
310	옹진군	영흥면	남자인구수 (명)	150	232	386	382	487	701	796	373	116	11	1
311	옹진군	영흥면	여자인구수 (명)	143	169	191	226	342	550	659	350	181	44	1
312	옹진군	자월면	남자인구수 (명)	14	16	47	25	60	121	117	78	31	3	0
313	옹진군	자월면	여자인구수 (명)	10	14	34	14	27	76	113	79	54	13	1
314	옹진군	자월면이작출장소	남자인구수 (명)	7	7	12	15	16	45	49	35	9	1	0
315	옹진군	자월면이작출장소	여자인구수 (명)	4	10	12	7	16	27	44	29	23	10	0
316	옹진군	연평면	남자인구수 (명)	46	67	361	148	184	204	176	76	29	6	0
317	옹진군	연평면	여자인구수 (명)	52	46	94	68	71	119	154	66	51	16	0

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample