gimi9 Pandas Profiling

Dataset statistics

Number of variables	17
Number of observations	10000
Missing cells	50000
Missing cells (%)	29.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.5 MiB
Average record size in memory	159.0 B

Variable types

Numeric	9
Categorical	2
Text	1
Unsupported	5

Dataset

Description	경기도_주민등록인구통계주민등록인구및세대현황정제기본
Author	경기도
URL	https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=NIP3UX6DWQ56FJCD9BKG34692244&infSeq=1

Alerts

`기준연월` is highly overall correlated with `행정동코드` and 1 other fields	High correlation
`시군코드` is highly overall correlated with `행정동코드` and 1 other fields	High correlation
`행정동코드` is highly overall correlated with `기준연월` and 2 other fields	High correlation
`총인구수` is highly overall correlated with `세대수` and 3 other fields	High correlation
`세대수` is highly overall correlated with `총인구수` and 2 other fields	High correlation
`세대당인구수` is highly overall correlated with `총인구수` and 3 other fields	High correlation
`남성인구수` is highly overall correlated with `총인구수` and 3 other fields	High correlation
`여성인구수` is highly overall correlated with `총인구수` and 3 other fields	High correlation
`남성여성비율` is highly overall correlated with `세대당인구수`	High correlation
`시군명` is highly overall correlated with `시군코드`	High correlation
`생성일자` is highly overall correlated with `기준연월` and 1 other fields	High correlation
`동단위분석시작연월` has 10000 (100.0%) missing values	Missing
`동단위분석종료연월` has 10000 (100.0%) missing values	Missing
`동단위분석시작년도` has 10000 (100.0%) missing values	Missing
`동단위분석종료년도` has 10000 (100.0%) missing values	Missing
`마트완료여부` has 10000 (100.0%) missing values	Missing
`동단위분석시작연월` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`동단위분석종료연월` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`동단위분석시작년도` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`동단위분석종료년도` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`마트완료여부` is an unsupported type, check if it needs cleaning or further analysis	Unsupported

Reproduction

Analysis started	2024-03-12 23:31:56.172400
Analysis finished	2024-03-12 23:32:05.105531
Duration	8.93 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

기준연월
Real number (ℝ)

HIGH CORRELATION

Distinct	34
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	201700.48

Minimum	201601
Maximum	201810
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	201601
5-th percentile	201602
Q1	201609
median	201706
Q3	201802
95-th percentile	201809
Maximum	201810
Range	209
Interquartile range (IQR)	193

Descriptive statistics

Standard deviation	80.224081
Coefficient of variation (CV)	0.00039773867
Kurtosis	-1.4500324
Mean	201700.48
Median Absolute Deviation (MAD)	97
Skewness	0.096545666
Sum	2.0170048 × 10⁹
Variance	6435.9031
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
201801	322	3.2%
201610	316	3.2%
201808	310	3.1%
201607	308	3.1%
201805	304	3.0%
201809	301	3.0%
201606	300	3.0%
201605	300	3.0%
201710	299	3.0%
201709	297	3.0%
Other values (24)	6943	69.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
201601	290	2.9%
201602	287	2.9%
201603	294	2.9%
201604	292	2.9%
201605	300	3.0%
201606	300	3.0%
201607	308	3.1%
201608	288	2.9%
201609	297	3.0%
201610	316	3.2%

Value	Count	Frequency (%)
201810	291	2.9%
201809	301	3.0%
201808	310	3.1%
201807	287	2.9%
201806	289	2.9%
201805	304	3.0%
201804	282	2.8%
201803	296	3.0%
201802	293	2.9%
201801	322	3.2%

시군코드
Real number (ℝ)

HIGH CORRELATION

Distinct	31
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4135.5138

Minimum	4111
Maximum	4183
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	4111
5-th percentile	4111
Q1	4119
median	4128
Q3	4150
95-th percentile	4167
Maximum	4183
Range	72
Interquartile range (IQR)	31

Descriptive statistics

Standard deviation	20.015031
Coefficient of variation (CV)	0.0048397931
Kurtosis	-0.64177729
Mean	4135.5138
Median Absolute Deviation (MAD)	15
Skewness	0.61026141
Sum	41355138
Variance	400.60147
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
4113	912	9.1%
4111	718	7.2%
4128	698	7.0%
4119	650	6.5%
4146	568	5.7%
4117	558	5.6%
4127	438	4.4%
4159	417	4.2%
4122	387	3.9%
4121	334	3.3%
Other values (21)	4320	43.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4111	718	7.2%
4113	912	9.1%
4115	250	2.5%
4117	558	5.6%
4119	650	6.5%
4121	334	3.3%
4122	387	3.9%
4125	143	1.4%
4127	438	4.4%
4128	698	7.0%

Value	Count	Frequency (%)
4183	225	2.2%
4182	96	1.0%
4180	167	1.7%
4167	220	2.2%
4165	256	2.6%
4163	205	2.1%
4161	196	2.0%
4159	417	4.2%
4157	226	2.3%
4155	273	2.7%

행정동코드
Real number (ℝ)

HIGH CORRELATION

Distinct	1143
Distinct (%)	11.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.5458975 × 10⁹

Minimum	41111560
Maximum	4.183041 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	41111560
5-th percentile	41131561
Q1	41450520
median	4.11716 × 10⁹
Q3	4.1390593 × 10⁹
95-th percentile	4.1631544 × 10⁹
Maximum	4.183041 × 10⁹
Range	4.1419294 × 10⁹
Interquartile range (IQR)	4.0976088 × 10⁹

Descriptive statistics

Standard deviation	1.9956131 × 10⁹
Coefficient of variation (CV)	0.78385448
Kurtosis	-1.7901009
Mean	2.5458975 × 10⁹
Median Absolute Deviation (MAD)	39876000
Skewness	-0.45828376
Sum	2.5458975 × 10¹³
Variance	3.9824718 × 10¹⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
41117520	24	0.2%
41830250	23	0.2%
41670360	20	0.2%
41111566	19	0.2%
41113520	19	0.2%
41820250	19	0.2%
41111597	19	0.2%
41820325	19	0.2%
41113690	18	0.2%
41113670	18	0.2%
Other values (1133)	9802	98.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
41111560	16	0.2%
41111566	19	0.2%
41111571	18	0.2%
41111572	16	0.2%
41111573	15	0.1%
41111580	18	0.2%
41111591	13	0.1%
41111597	19	0.2%
41111598	6	0.1%
41111600	17	0.2%

Value	Count	Frequency (%)
4183041000	15	0.1%
4183040000	13	0.1%
4183039500	12	0.1%
4183038000	10	0.1%
4183037000	15	0.1%
4183036000	12	0.1%
4183035000	8	0.1%
4183034000	14	0.1%
4183033000	12	0.1%
4183031000	13	0.1%

시군명
Categorical

HIGH CORRELATION

Distinct	31
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

성남시	912
수원시	718
고양시	698
부천시	650
용인시	568
Other values (26)	6454

Length

Max length	4
Median length	3
Mean length	3.0688
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	시흥시
2nd row	안양시
3rd row	가평군
4th row	안양시
5th row	용인시

Common Values

Value	Count	Frequency (%)
성남시	912	9.1%
수원시	718	7.2%
고양시	698	7.0%
부천시	650	6.5%
용인시	568	5.7%
안양시	558	5.6%
안산시	438	4.4%
화성시	417	4.2%
평택시	387	3.9%
광명시	334	3.3%
Other values (21)	4320	43.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
성남시	912	9.1%
수원시	718	7.2%
고양시	698	7.0%
부천시	650	6.5%
용인시	568	5.7%
안양시	558	5.6%
안산시	438	4.4%
화성시	417	4.2%
평택시	387	3.9%
광명시	334	3.3%
Other values (21)	4320	43.2%

행정동명
Text

Distinct	558
Distinct (%)	5.6%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	8
Median length	3
Mean length	3.3902
Min length	2

Characters and Unicode

Total characters	33902
Distinct characters	200
Distinct categories	2 ?
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	2 ?
Unique (%)	< 0.1%

Sample

1st row	군자동
2nd row	박달2동
3rd row	설악면
4th row	평안동
5th row	마북동

Value	Count	Frequency (%)
중앙동	138	1.4%
금곡동	51	0.5%
고등동	43	0.4%
부림동	40	0.4%
대야동	40	0.4%
풍산동	39	0.4%
정자1동	36	0.4%
위례동	35	0.4%
정자3동	34	0.3%
신장1동	34	0.3%
Other values (548)	9510	95.1%

Most occurring characters

Value	Count	Frequency (%)
동	7819	23.1%
면	1814	5.4%
1	1452	4.3%
2	1358	4.0%
산	673	2.0%
읍	639	1.9%
3	638	1.9%
정	538	1.6%
양	532	1.6%
신	496	1.5%
Other values (190)	17943	52.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	30119	88.8%
Decimal Number	3783	11.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	7819	26.0%
면	1814	6.0%
산	673	2.2%
읍	639	2.1%
정	538	1.8%
양	532	1.8%
신	496	1.6%
안	459	1.5%
곡	431	1.4%
원	412	1.4%
Other values (181)	16306	54.1%

Decimal Number

Value	Count	Frequency (%)
1	1452	38.4%
2	1358	35.9%
3	638	16.9%
4	177	4.7%
5	42	1.1%
6	42	1.1%
7	39	1.0%
8	22	0.6%
9	13	0.3%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	30119	88.8%
Common	3783	11.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	7819	26.0%
면	1814	6.0%
산	673	2.2%
읍	639	2.1%
정	538	1.8%
양	532	1.8%
신	496	1.6%
안	459	1.5%
곡	431	1.4%
원	412	1.4%
Other values (181)	16306	54.1%

Common

Value	Count	Frequency (%)
1	1452	38.4%
2	1358	35.9%
3	638	16.9%
4	177	4.7%
5	42	1.1%
6	42	1.1%
7	39	1.0%
8	22	0.6%
9	13	0.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	30119	88.8%
ASCII	3783	11.2%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
동	7819	26.0%
면	1814	6.0%
산	673	2.2%
읍	639	2.1%
정	538	1.8%
양	532	1.8%
신	496	1.6%
안	459	1.5%
곡	431	1.4%
원	412	1.4%
Other values (181)	16306	54.1%

ASCII

Value	Count	Frequency (%)
1	1452	38.4%
2	1358	35.9%
3	638	16.9%
4	177	4.7%
5	42	1.1%
6	42	1.1%
7	39	1.0%
8	22	0.6%
9	13	0.3%

총인구수
Real number (ℝ)

HIGH CORRELATION

Distinct	8864
Distinct (%)	88.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	22852.194

Minimum	163
Maximum	104470
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	163
5-th percentile	3641.85
Q1	11623.5
median	20464.5
Q3	30385.75
95-th percentile	50748.8
Maximum	104470
Range	104307
Interquartile range (IQR)	18762.25

Descriptive statistics

Standard deviation	15432.821
Coefficient of variation (CV)	0.67533214
Kurtosis	2.9650627
Mean	22852.194
Median Absolute Deviation (MAD)	9302
Skewness	1.3226947
Sum	2.2852194 × 10⁸
Variance	2.3817198 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
172	5	0.1%
5154	4	< 0.1%
20078	4	< 0.1%
10537	4	< 0.1%
8062	4	< 0.1%
3108	4	< 0.1%
6687	3	< 0.1%
25566	3	< 0.1%
5055	3	< 0.1%
14535	3	< 0.1%
Other values (8854)	9963	99.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
163	1	< 0.1%
164	1	< 0.1%
165	1	< 0.1%
167	2	< 0.1%
169	3	< 0.1%
171	1	< 0.1%
172	5	0.1%
173	2	< 0.1%
174	1	< 0.1%
175	2	< 0.1%

Value	Count	Frequency (%)
104470	1	< 0.1%
103521	1	< 0.1%
102108	1	< 0.1%
101652	1	< 0.1%
101327	1	< 0.1%
100998	1	< 0.1%
99716	1	< 0.1%
99264	1	< 0.1%
98836	1	< 0.1%
97823	1	< 0.1%

세대수
Real number (ℝ)

HIGH CORRELATION

Distinct	7360
Distinct (%)	73.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9046.8108

Minimum	70
Maximum	41549
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	70
5-th percentile	1781
Q1	4865.75
median	8278
Q3	12176.5
95-th percentile	18898.2
Maximum	41549
Range	41479
Interquartile range (IQR)	7310.75

Descriptive statistics

Standard deviation	5650.3264
Coefficient of variation (CV)	0.62456555
Kurtosis	3.5473098
Mean	9046.8108
Median Absolute Deviation (MAD)	3630.5
Skewness	1.3313755
Sum	90468108
Variance	31926188
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5763	6	0.1%
5618	6	0.1%
8915	5	0.1%
10406	5	0.1%
12718	5	0.1%
7390	5	0.1%
4686	5	0.1%
10068	5	0.1%
8881	5	0.1%
10062	5	0.1%
Other values (7350)	9948	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
70	1	< 0.1%
71	4	< 0.1%
72	1	< 0.1%
73	3	< 0.1%
74	3	< 0.1%
75	4	< 0.1%
76	2	< 0.1%
78	1	< 0.1%
88	1	< 0.1%
103	1	< 0.1%

Value	Count	Frequency (%)
41549	1	< 0.1%
41125	1	< 0.1%
40938	1	< 0.1%
40724	1	< 0.1%
40715	1	< 0.1%
40473	1	< 0.1%
40083	1	< 0.1%
39930	1	< 0.1%
39894	1	< 0.1%
39777	1	< 0.1%

세대당인구수
Real number (ℝ)

HIGH CORRELATION

Distinct	190
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.438877

Minimum	1.3
Maximum	3.41
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1.3
5-th percentile	1.9
Q1	2.17
median	2.46
Q3	2.69
95-th percentile	3.01
Maximum	3.41
Range	2.11
Interquartile range (IQR)	0.52

Descriptive statistics

Standard deviation	0.35153686
Coefficient of variation (CV)	0.14413882
Kurtosis	-0.54503066
Mean	2.438877
Median Absolute Deviation (MAD)	0.27
Skewness	0.028804037
Sum	24388.77
Variance	0.12357817
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.52	139	1.4%
2.53	133	1.3%
2.54	131	1.3%
2.2	125	1.2%
2.64	123	1.2%
2.55	120	1.2%
2.5	120	1.2%
2.47	119	1.2%
2.51	117	1.2%
2.61	113	1.1%
Other values (180)	8760	87.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.3	1	< 0.1%
1.31	12	0.1%
1.32	5	0.1%
1.46	3	< 0.1%
1.55	3	< 0.1%
1.56	5	0.1%
1.57	2	< 0.1%
1.58	1	< 0.1%
1.59	5	0.1%
1.6	8	0.1%

Value	Count	Frequency (%)
3.41	2	< 0.1%
3.4	1	< 0.1%
3.39	3	< 0.1%
3.38	11	0.1%
3.37	1	< 0.1%
3.36	3	< 0.1%
3.35	8	0.1%
3.34	2	< 0.1%
3.33	2	< 0.1%
3.32	5	0.1%

남성인구수
Real number (ℝ)

HIGH CORRELATION

Distinct	7911
Distinct (%)	79.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11495.988

Minimum	87
Maximum	52717
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	87
5-th percentile	1887.95
Q1	5984
median	10241
Q3	15253.5
95-th percentile	25152.15
Maximum	52717
Range	52630
Interquartile range (IQR)	9269.5

Descriptive statistics

Standard deviation	7688.9074
Coefficient of variation (CV)	0.66883397
Kurtosis	3.2121004
Mean	11495.988
Median Absolute Deviation (MAD)	4503.5
Skewness	1.3613032
Sum	1.1495988 × 10⁸
Variance	59119298
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8993	6	0.1%
2870	5	0.1%
8266	5	0.1%
2458	5	0.1%
929	5	0.1%
6146	5	0.1%
2224	5	0.1%
2873	5	0.1%
12259	4	< 0.1%
10237	4	< 0.1%
Other values (7901)	9951	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
87	2	< 0.1%
88	1	< 0.1%
89	1	< 0.1%
90	1	< 0.1%
91	4	< 0.1%
92	3	< 0.1%
93	4	< 0.1%
94	3	< 0.1%
114	1	< 0.1%
115	1	< 0.1%

Value	Count	Frequency (%)
52717	1	< 0.1%
52176	1	< 0.1%
51431	1	< 0.1%
51307	1	< 0.1%
51190	1	< 0.1%
51025	1	< 0.1%
50697	1	< 0.1%
50482	1	< 0.1%
50255	1	< 0.1%
49753	1	< 0.1%

여성인구수
Real number (ℝ)

HIGH CORRELATION

Distinct	7966
Distinct (%)	79.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11356.206

Minimum	76
Maximum	51753
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	76
5-th percentile	1706
Q1	5577.5
median	10068
Q3	15331.5
95-th percentile	25697.9
Maximum	51753
Range	51677
Interquartile range (IQR)	9754

Descriptive statistics

Standard deviation	7764.6857
Coefficient of variation (CV)	0.68373942
Kurtosis	2.721237
Mean	11356.206
Median Absolute Deviation (MAD)	4760.5
Skewness	1.2851841
Sum	1.1356206 × 10⁸
Variance	60290344
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12359	6	0.1%
78	5	0.1%
2883	5	0.1%
3804	5	0.1%
81	5	0.1%
837	5	0.1%
13996	5	0.1%
7129	5	0.1%
793	4	< 0.1%
5286	4	< 0.1%
Other values (7956)	9951	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
76	1	< 0.1%
77	4	< 0.1%
78	5	0.1%
79	1	< 0.1%
80	3	< 0.1%
81	5	0.1%
82	4	< 0.1%
86	3	< 0.1%
87	2	< 0.1%
92	3	< 0.1%

Value	Count	Frequency (%)
51753	1	< 0.1%
51345	1	< 0.1%
50677	1	< 0.1%
50462	1	< 0.1%
50302	1	< 0.1%
49691	1	< 0.1%
49019	1	< 0.1%
48782	1	< 0.1%
48744	1	< 0.1%
48581	1	< 0.1%

남성여성비율
Real number (ℝ)

HIGH CORRELATION

Distinct	85
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.032721

Minimum	0.85
Maximum	1.74
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0.85
5-th percentile	0.93
Q1	0.97
median	1.01
Q3	1.07
95-th percentile	1.23
Maximum	1.74
Range	0.89
Interquartile range (IQR)	0.1

Descriptive statistics

Standard deviation	0.098729534
Coefficient of variation (CV)	0.095601362
Kurtosis	7.4079955
Mean	1.032721
Median Absolute Deviation (MAD)	0.05
Skewness	2.1960257
Sum	10327.21
Variance	0.0097475209
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.01	688	6.9%
0.98	642	6.4%
0.97	635	6.3%
0.96	585	5.9%
0.95	576	5.8%
1.0	562	5.6%
0.99	554	5.5%
1.02	547	5.5%
1.03	502	5.0%
1.04	446	4.5%
Other values (75)	4263	42.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.85	2	< 0.1%
0.86	9	0.1%
0.87	3	< 0.1%
0.88	17	0.2%
0.89	44	0.4%
0.9	65	0.7%
0.91	84	0.8%
0.92	141	1.4%
0.93	273	2.7%
0.94	417	4.2%

Value	Count	Frequency (%)
1.74	1	< 0.1%
1.73	1	< 0.1%
1.68	1	< 0.1%
1.66	1	< 0.1%
1.65	4	< 0.1%
1.64	4	< 0.1%
1.63	4	< 0.1%
1.62	2	< 0.1%
1.61	2	< 0.1%
1.6	2	< 0.1%

동단위분석시작연월
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

동단위분석종료연월
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

동단위분석시작년도
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

동단위분석종료년도
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

마트완료여부
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

생성일자
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

20180323	3548
20181120	3477
20190131	2975

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	20190131
2nd row	20181120
3rd row	20180323
4th row	20180323
5th row	20181120

Common Values

Value	Count	Frequency (%)
20180323	3548	35.5%
20181120	3477	34.8%
20190131	2975	29.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
20180323	3548	35.5%
20181120	3477	34.8%
20190131	2975	29.8%

Heatmap
Table

	기준연월	시군코드	행정동코드	시군명	총인구수	세대수	세대당인구수	남성인구수	여성인구수	남성여성비율	생성일자
기준연월	1.000	0.000	0.994	0.000	0.033	0.044	0.091	0.021	0.029	0.043	1.000
시군코드	0.000	1.000	0.099	1.000	0.464	0.421	0.409	0.454	0.463	0.393	0.000
행정동코드	0.994	0.099	1.000	0.222	0.066	0.076	0.079	0.046	0.063	0.069	0.676
시군명	0.000	1.000	0.222	1.000	0.667	0.646	0.612	0.659	0.664	0.634	0.000
총인구수	0.033	0.464	0.066	0.667	1.000	0.967	0.630	0.997	0.998	0.506	0.053
세대수	0.044	0.421	0.076	0.646	0.967	1.000	0.573	0.975	0.961	0.476	0.063
세대당인구수	0.091	0.409	0.079	0.612	0.630	0.573	1.000	0.619	0.640	0.775	0.118
남성인구수	0.021	0.454	0.046	0.659	0.997	0.975	0.619	1.000	0.992	0.485	0.040
여성인구수	0.029	0.463	0.063	0.664	0.998	0.961	0.640	0.992	1.000	0.527	0.046
남성여성비율	0.043	0.393	0.069	0.634	0.506	0.476	0.775	0.485	0.527	1.000	0.060
생성일자	1.000	0.000	0.676	0.000	0.053	0.063	0.118	0.040	0.046	0.060	1.000

Heatmap
Table

	생성일자	시군명
생성일자	1.000	0.000
시군명	0.000	1.000

Heatmap
Table

	기준연월	시군코드	행정동코드	총인구수	세대수	세대당인구수	남성인구수	여성인구수	남성여성비율	시군명	생성일자
기준연월	1.000	0.018	0.650	-0.006	0.016	-0.088	-0.005	-0.007	0.017	0.000	1.000
시군코드	0.018	1.000	0.547	-0.194	-0.186	-0.206	-0.183	-0.205	0.331	0.999	0.000
행정동코드	0.650	0.547	1.000	-0.097	-0.085	-0.129	-0.090	-0.103	0.166	0.193	0.931
총인구수	-0.006	-0.194	-0.097	1.000	0.979	0.608	0.998	0.998	-0.440	0.303	0.031
세대수	0.016	-0.186	-0.085	0.979	1.000	0.451	0.984	0.970	-0.345	0.288	0.037
세대당인구수	-0.088	-0.206	-0.129	0.608	0.451	1.000	0.585	0.630	-0.655	0.265	0.070
남성인구수	-0.005	-0.183	-0.090	0.998	0.984	0.585	1.000	0.993	-0.400	0.298	0.023
여성인구수	-0.007	-0.205	-0.103	0.998	0.970	0.630	0.993	1.000	-0.480	0.301	0.027
남성여성비율	0.017	0.331	0.166	-0.440	-0.345	-0.655	-0.400	-0.480	1.000	0.280	0.035
시군명	0.000	0.999	0.193	0.303	0.288	0.265	0.298	0.301	0.280	1.000	0.000
생성일자	1.000	0.000	0.931	0.031	0.037	0.070	0.023	0.027	0.035	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

	기준연월	시군코드	행정동코드	시군명	행정동명	총인구수	세대수	세대당인구수	남성인구수	여성인구수	남성여성비율	동단위분석시작연월	동단위분석종료연월	동단위분석시작년도	동단위분석종료년도	마트완료여부	생성일자
5056	201802	4139	4139058100	시흥시	군자동	24957	10038	2.48	13044	11913	1.09	<NA>	<NA>	<NA>	<NA>	<NA>	20190131
6068	201712	4117	4117163000	안양시	박달2동	23787	7946	2.99	11930	11857	1.0	<NA>	<NA>	<NA>	<NA>	<NA>	20181120
13957	201610	4182	41820310	가평군	설악면	8938	4388	2.03	4551	4387	1.03	<NA>	<NA>	<NA>	<NA>	<NA>	20180323
17267	201604	4117	41173576	안양시	평안동	25776	8219	3.13	12746	13030	0.97	<NA>	<NA>	<NA>	<NA>	<NA>	20180323
10709	201703	4146	4146357000	용인시	마북동	32457	11558	2.8	15917	16540	0.96	<NA>	<NA>	<NA>	<NA>	<NA>	20181120
11086	201703	4119	4119058000	부천시	역곡2동	20324	8103	2.5	10018	10306	0.97	<NA>	<NA>	<NA>	<NA>	<NA>	20181120
4441	201803	4148	4148031000	파주시	월롱면	11728	8944	1.31	7311	4417	1.65	<NA>	<NA>	<NA>	<NA>	<NA>	20190131
6855	201710	4121	4121055000	광명시	광명4동	14953	6418	2.32	7301	7652	0.95	<NA>	<NA>	<NA>	<NA>	<NA>	20181120
1206	201808	4150	4150035000	이천시	대월면	14600	6663	2.19	7369	7231	1.01	<NA>	<NA>	<NA>	<NA>	<NA>	20190131
7224	201710	4127	4127359000	안산시	선부2동	22216	10289	2.15	12042	10174	1.18	<NA>	<NA>	<NA>	<NA>	<NA>	20181120

	기준연월	시군코드	행정동코드	시군명	행정동명	총인구수	세대수	세대당인구수	남성인구수	여성인구수	남성여성비율	동단위분석시작연월	동단위분석종료연월	동단위분석시작년도	동단위분석종료년도	마트완료여부	생성일자
4655	201802	4167	4167038000	여주시	산북면	2555	1173	2.17	1258	1297	0.96	<NA>	<NA>	<NA>	<NA>	<NA>	20190131
671	201809	4127	4127153200	안산시	사이동	34192	12718	2.68	17339	16853	1.02	<NA>	<NA>	<NA>	<NA>	<NA>	20190131
7660	201709	4128	4128166000	고양시	화전동	5827	2906	2.0	3149	2678	1.17	<NA>	<NA>	<NA>	<NA>	<NA>	20181120
17826	201603	4113	41131570	성남시	수진1동	14248	7285	1.95	7308	6940	1.05	<NA>	<NA>	<NA>	<NA>	<NA>	20180323
11992	201701	4163	4163053000	양주시	회천1동	10386	4447	2.33	5358	5028	1.06	<NA>	<NA>	<NA>	<NA>	<NA>	20181120
7732	201709	4111	4111566000	수원시	매산동	11156	5995	1.86	5773	5383	1.07	<NA>	<NA>	<NA>	<NA>	<NA>	20181120
17252	201604	4113	41131510	성남시	신흥1동	14279	7637	1.86	7394	6885	1.07	<NA>	<NA>	<NA>	<NA>	<NA>	20180323
14539	201609	4180	41800340	연천군	미산면	1760	886	1.98	917	843	1.08	<NA>	<NA>	<NA>	<NA>	<NA>	20180323
4254	201803	4148	4148054000	파주시	교하동	42316	16024	2.64	21445	20871	1.02	<NA>	<NA>	<NA>	<NA>	<NA>	20190131
13766	201610	4146	41461320	용인시	남사면	7040	3190	2.2	3718	3322	1.11	<NA>	<NA>	<NA>	<NA>	<NA>	20180323

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

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