gimi9 Pandas Profiling

Dataset statistics

Number of variables	11
Number of observations	234
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	22.5 KiB
Average record size in memory	98.6 B

Variable types

Numeric	10
Categorical	1

Dataset

Description	통계연도,자치구코드,자치구명,시설수합계,어린이집수_국공립,어린이집수_사회복지법인,어린이집수_법인단체등,어린이집수_민간,어린이집수_가정,어린이집수_부모협동,어린이집수_직장
Author	서울특별시
URL	https://data.seoul.go.kr/dataList/OA-15457/S/1/datasetView.do

Alerts

`통계연도` is highly overall correlated with `어린이집수_국공립`	High correlation
`자치구코드` is highly overall correlated with `자치구명`	High correlation
`시설수합계` is highly overall correlated with `어린이집수_민간` and 1 other fields	High correlation
`어린이집수_국공립` is highly overall correlated with `통계연도`	High correlation
`어린이집수_민간` is highly overall correlated with `시설수합계` and 1 other fields	High correlation
`어린이집수_가정` is highly overall correlated with `시설수합계` and 1 other fields	High correlation
`어린이집수_부모협동` is highly overall correlated with `자치구명`	High correlation
`자치구명` is highly overall correlated with `자치구코드` and 1 other fields	High correlation
`어린이집수_사회복지법인` has 91 (38.9%) zeros	Zeros
`어린이집수_법인단체등` has 17 (7.3%) zeros	Zeros
`어린이집수_부모협동` has 67 (28.6%) zeros	Zeros

Reproduction

Analysis started	2024-04-06 12:43:42.295603
Analysis finished	2024-04-06 12:44:04.162230
Duration	21.87 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

통계연도
Real number (ℝ)

HIGH CORRELATION

Distinct	9
Distinct (%)	3.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2018

Minimum	2014
Maximum	2022
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	2014
5-th percentile	2014
Q1	2016
median	2018
Q3	2020
95-th percentile	2022
Maximum	2022
Range	8
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.5875237
Coefficient of variation (CV)	0.0012822219
Kurtosis	-1.2306062
Mean	2018
Median Absolute Deviation (MAD)	2
Skewness	0
Sum	472212
Variance	6.695279
Monotonicity	Decreasing

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
2022	26	11.1%
2021	26	11.1%
2020	26	11.1%
2019	26	11.1%
2018	26	11.1%
2017	26	11.1%
2016	26	11.1%
2015	26	11.1%
2014	26	11.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2014	26	11.1%
2015	26	11.1%
2016	26	11.1%
2017	26	11.1%
2018	26	11.1%
2019	26	11.1%
2020	26	11.1%
2021	26	11.1%
2022	26	11.1%

Value	Count	Frequency (%)
2022	26	11.1%
2021	26	11.1%
2020	26	11.1%
2019	26	11.1%
2018	26	11.1%
2017	26	11.1%
2016	26	11.1%
2015	26	11.1%
2014	26	11.1%

자치구코드
Real number (ℝ)

HIGH CORRELATION

Distinct	26
Distinct (%)	11.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11400.577

Minimum	11000
Maximum	11740
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	11000
5-th percentile	11110
Q1	11230
median	11395
Q3	11560
95-th percentile	11710
Maximum	11740
Range	740
Interquartile range (IQR)	330

Descriptive statistics

Standard deviation	199.94309
Coefficient of variation (CV)	0.01753798
Kurtosis	-1.0021198
Mean	11400.577
Median Absolute Deviation (MAD)	165
Skewness	-0.047847509
Sum	2667735
Variance	39977.241
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
11000	9	3.8%
11380	9	3.8%
11110	9	3.8%
11140	9	3.8%
11170	9	3.8%
11200	9	3.8%
11215	9	3.8%
11230	9	3.8%
11260	9	3.8%
11290	9	3.8%
Other values (16)	144	61.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11000	9	3.8%
11110	9	3.8%
11140	9	3.8%
11170	9	3.8%
11200	9	3.8%
11215	9	3.8%
11230	9	3.8%
11260	9	3.8%
11290	9	3.8%
11305	9	3.8%

Value	Count	Frequency (%)
11740	9	3.8%
11710	9	3.8%
11680	9	3.8%
11650	9	3.8%
11620	9	3.8%
11590	9	3.8%
11560	9	3.8%
11545	9	3.8%
11530	9	3.8%
11500	9	3.8%

자치구명
Categorical

HIGH CORRELATION

Distinct	26
Distinct (%)	11.1%
Missing	0
Missing (%)	0.0%
Memory size	2.0 KiB

계	9
송파	9
강남	9
서초	9
관악	9
Other values (21)	189

Length

Max length	3
Median length	2
Mean length	2.0769231
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	계
2nd row	송파
3rd row	강남
4th row	서초
5th row	관악

Common Values

Value	Count	Frequency (%)
계	9	3.8%
송파	9	3.8%
강남	9	3.8%
서초	9	3.8%
관악	9	3.8%
동작	9	3.8%
영등포	9	3.8%
금천	9	3.8%
구로	9	3.8%
강서	9	3.8%
Other values (16)	144	61.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
계	9	3.8%
송파	9	3.8%
중구	9	3.8%
용산	9	3.8%
성동	9	3.8%
광진	9	3.8%
동대문	9	3.8%
중랑	9	3.8%
성북	9	3.8%
강북	9	3.8%
Other values (16)	144	61.5%

시설수합계
Real number (ℝ)

HIGH CORRELATION

Distinct	166
Distinct (%)	70.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	451.4188

Minimum	64
Maximum	6787
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	64
5-th percentile	74.65
Q1	179
median	229
Q3	297.5
95-th percentile	483.6
Maximum	6787
Range	6723
Interquartile range (IQR)	118.5

Descriptive statistics

Standard deviation	1097.8301
Coefficient of variation (CV)	2.4319547
Kurtosis	22.577595
Mean	451.4188
Median Absolute Deviation (MAD)	55.5
Skewness	4.8818499
Sum	105632
Variance	1205230.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
332	3	1.3%
221	3	1.3%
201	3	1.3%
210	3	1.3%
244	3	1.3%
190	3	1.3%
238	3	1.3%
67	3	1.3%
206	3	1.3%
260	3	1.3%
Other values (156)	204	87.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
64	1	0.4%
65	2	0.9%
66	1	0.4%
67	3	1.3%
69	2	0.9%
71	1	0.4%
74	2	0.9%
75	1	0.4%
77	2	0.9%
78	1	0.4%

Value	Count	Frequency (%)
6787	1	0.4%
6598	1	0.4%
6368	1	0.4%
6226	1	0.4%
6008	1	0.4%
5698	1	0.4%
5370	1	0.4%
5049	1	0.4%
4712	1	0.4%
542	1	0.4%

어린이집수_국공립
Real number (ℝ)

HIGH CORRELATION

Distinct	86
Distinct (%)	36.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	108.05128

Minimum	18
Maximum	1829
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	18
5-th percentile	23.65
Q1	39
median	56
Q3	77
95-th percentile	99
Maximum	1829
Range	1811
Interquartile range (IQR)	38

Descriptive statistics

Standard deviation	270.5299
Coefficient of variation (CV)	2.5037176
Kurtosis	27.583169
Mean	108.05128
Median Absolute Deviation (MAD)	19
Skewness	5.2813371
Sum	25284
Variance	73186.427
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
28	7	3.0%
46	7	3.0%
32	6	2.6%
39	6	2.6%
88	6	2.6%
34	6	2.6%
56	5	2.1%
53	5	2.1%
50	5	2.1%
66	5	2.1%
Other values (76)	176	75.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
18	2	0.9%
19	1	0.4%
20	1	0.4%
21	2	0.9%
22	1	0.4%
23	5	2.1%
24	4	1.7%
25	2	0.9%
26	3	1.3%
28	7	3.0%

Value	Count	Frequency (%)
1829	1	0.4%
1811	1	0.4%
1749	1	0.4%
1661	1	0.4%
1481	1	0.4%
1274	1	0.4%
1071	1	0.4%
922	1	0.4%
844	1	0.4%
107	1	0.4%

어린이집수_사회복지법인
Real number (ℝ)

ZEROS

Distinct	15
Distinct (%)	6.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.2393162

Minimum	0
Maximum	36
Zeros	91
Zeros (%)	38.9%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	5
Maximum	36
Range	36
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	5.6136706
Coefficient of variation (CV)	2.5068682
Kurtosis	21.951796
Mean	2.2393162
Median Absolute Deviation (MAD)	1
Skewness	4.6782714
Sum	524
Variance	31.513297
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	91	38.9%
1	56	23.9%
2	46	19.7%
3	20	8.5%
4	8	3.4%
5	2	0.9%
27	2	0.9%
6	2	0.9%
21	1	0.4%
23	1	0.4%
Other values (5)	5	2.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	91	38.9%
1	56	23.9%
2	46	19.7%
3	20	8.5%
4	8	3.4%
5	2	0.9%
6	2	0.9%
21	1	0.4%
23	1	0.4%
27	2	0.9%

Value	Count	Frequency (%)
36	1	0.4%
35	1	0.4%
33	1	0.4%
32	1	0.4%
28	1	0.4%
27	2	0.9%
23	1	0.4%
21	1	0.4%
6	2	0.9%
5	2	0.9%

어린이집수_법인단체등
Real number (ℝ)

ZEROS

Distinct	28
Distinct (%)	12.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.6923077

Minimum	0
Maximum	154
Zeros	17
Zeros (%)	7.3%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	3
Q3	7
95-th percentile	17.7
Maximum	154
Range	154
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	21.744897
Coefficient of variation (CV)	2.5016253
Kurtosis	24.532326
Mean	8.6923077
Median Absolute Deviation (MAD)	2
Skewness	4.927015
Sum	2034
Variance	472.84054
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
3	45	19.2%
2	40	17.1%
1	25	10.7%
0	17	7.3%
4	17	7.3%
5	17	7.3%
7	15	6.4%
9	12	5.1%
10	7	3.0%
6	7	3.0%
Other values (18)	32	13.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	17	7.3%
1	25	10.7%
2	40	17.1%
3	45	19.2%
4	17	7.3%
5	17	7.3%
6	7	3.0%
7	15	6.4%
8	6	2.6%
9	12	5.1%

Value	Count	Frequency (%)
154	1	0.4%
141	1	0.4%
131	1	0.4%
116	1	0.4%
106	1	0.4%
101	1	0.4%
92	2	0.9%
84	1	0.4%
22	1	0.4%
20	1	0.4%

어린이집수_민간
Real number (ℝ)

HIGH CORRELATION

Distinct	120
Distinct (%)	51.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	130.05983

Minimum	3
Maximum	2273
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	3
5-th percentile	8
Q1	43
median	65.5
Q3	94.5
95-th percentile	169.85
Maximum	2273
Range	2270
Interquartile range (IQR)	51.5

Descriptive statistics

Standard deviation	325.95266
Coefficient of variation (CV)	2.5061748
Kurtosis	27.040368
Mean	130.05983
Median Absolute Deviation (MAD)	24
Skewness	5.2062301
Sum	30434
Variance	106245.14
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
43	7	3.0%
79	7	3.0%
45	6	2.6%
8	5	2.1%
56	5	2.1%
68	4	1.7%
95	4	1.7%
48	4	1.7%
17	4	1.7%
63	4	1.7%
Other values (110)	184	78.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	3	1.3%
5	1	0.4%
6	1	0.4%
7	3	1.3%
8	5	2.1%
9	1	0.4%
11	1	0.4%
16	1	0.4%
17	4	1.7%
18	1	0.4%

Value	Count	Frequency (%)
2273	1	0.4%
2174	1	0.4%
2054	1	0.4%
1939	1	0.4%
1734	1	0.4%
1512	1	0.4%
1326	1	0.4%
1162	1	0.4%
1043	1	0.4%
201	1	0.4%

어린이집수_가정
Real number (ℝ)

HIGH CORRELATION

Distinct	149
Distinct (%)	63.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	180.88889

Minimum	2
Maximum	3277
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	2
5-th percentile	11.65
Q1	51.25
median	81.5
Q3	124.5
95-th percentile	339.1
Maximum	3277
Range	3275
Interquartile range (IQR)	73.25

Descriptive statistics

Standard deviation	456.41195
Coefficient of variation (CV)	2.5231619
Kurtosis	27.276093
Mean	180.88889
Median Absolute Deviation (MAD)	33.5
Skewness	5.1914604
Sum	42328
Variance	208311.87
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
51	6	2.6%
76	5	2.1%
94	4	1.7%
47	4	1.7%
79	4	1.7%
106	4	1.7%
65	3	1.3%
83	3	1.3%
53	3	1.3%
38	3	1.3%
Other values (139)	195	83.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	0.4%
3	2	0.9%
4	2	0.9%
5	1	0.4%
7	1	0.4%
8	2	0.9%
9	1	0.4%
10	1	0.4%
11	1	0.4%
12	1	0.4%

Value	Count	Frequency (%)
3277	1	0.4%
3105	1	0.4%
2824	1	0.4%
2592	1	0.4%
2369	1	0.4%
2098	1	0.4%
1857	1	0.4%
1637	1	0.4%
1405	1	0.4%
412	1	0.4%

어린이집수_부모협동
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	13
Distinct (%)	5.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.2478632

Minimum	0
Maximum	33
Zeros	67
Zeros (%)	28.6%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	6
Maximum	33
Range	33
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	5.5687756
Coefficient of variation (CV)	2.477364
Kurtosis	19.895433
Mean	2.2478632
Median Absolute Deviation (MAD)	1
Skewness	4.5224268
Sum	526
Variance	31.011262
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
1	106	45.3%
0	67	28.6%
2	28	12.0%
4	12	5.1%
3	6	2.6%
6	5	2.1%
33	2	0.9%
29	2	0.9%
27	2	0.9%
26	1	0.4%
Other values (3)	3	1.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	67	28.6%
1	106	45.3%
2	28	12.0%
3	6	2.6%
4	12	5.1%
5	1	0.4%
6	5	2.1%
26	1	0.4%
27	2	0.9%
28	1	0.4%

Value	Count	Frequency (%)
33	2	0.9%
31	1	0.4%
29	2	0.9%
28	1	0.4%
27	2	0.9%
26	1	0.4%
6	5	2.1%
5	1	0.4%
4	12	5.1%
3	6	2.6%

어린이집수_직장
Real number (ℝ)

Distinct	46
Distinct (%)	19.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.239316

Minimum	1
Maximum	304
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	5
median	7
Q3	16
95-th percentile	35.35
Maximum	304
Range	303
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	47.727166
Coefficient of variation (CV)	2.4807101
Kurtosis	22.831226
Mean	19.239316
Median Absolute Deviation (MAD)	4
Skewness	4.822079
Sum	4502
Variance	2277.8824
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
5	34	14.5%
7	27	11.5%
2	26	11.1%
8	16	6.8%
3	16	6.8%
9	13	5.6%
6	10	4.3%
4	9	3.8%
19	6	2.6%
18	6	2.6%
Other values (36)	71	30.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	4	1.7%
2	26	11.1%
3	16	6.8%
4	9	3.8%
5	34	14.5%
6	10	4.3%
7	27	11.5%
8	16	6.8%
9	13	5.6%
10	3	1.3%

Value	Count	Frequency (%)
304	1	0.4%
296	1	0.4%
288	1	0.4%
265	1	0.4%
258	1	0.4%
244	1	0.4%
226	1	0.4%
194	1	0.4%
176	1	0.4%
37	1	0.4%

Phik (φk)
Auto

Heatmap
Table

	통계연도	자치구코드	자치구명	시설수합계	어린이집수_국공립	어린이집수_사회복지법인	어린이집수_법인단체등	어린이집수_민간	어린이집수_가정	어린이집수_부모협동	어린이집수_직장
통계연도	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
자치구코드	0.000	1.000	1.000	NaN	NaN	0.396	0.323	NaN	0.318	0.400	0.221
자치구명	0.000	1.000	1.000	0.674	0.604	0.733	0.705	0.533	0.657	0.858	0.682
시설수합계	0.000	NaN	0.674	1.000	0.853	0.935	0.909	1.000	0.908	0.985	0.865
어린이집수_국공립	0.000	NaN	0.604	0.853	1.000	0.896	0.964	0.946	0.956	0.775	0.918
어린이집수_사회복지법인	0.000	0.396	0.733	0.935	0.896	1.000	0.974	0.991	0.907	0.909	0.944
어린이집수_법인단체등	0.000	0.323	0.705	0.909	0.964	0.974	1.000	0.986	0.935	0.809	0.986
어린이집수_민간	0.000	NaN	0.533	1.000	0.946	0.991	0.986	1.000	0.935	0.886	0.962
어린이집수_가정	0.000	0.318	0.657	0.908	0.956	0.907	0.935	0.935	1.000	0.840	0.924
어린이집수_부모협동	0.000	0.400	0.858	0.985	0.775	0.909	0.809	0.886	0.840	1.000	0.760
어린이집수_직장	0.000	0.221	0.682	0.865	0.918	0.944	0.986	0.962	0.924	0.760	1.000

Heatmap
Table

	통계연도	자치구코드	시설수합계	어린이집수_국공립	어린이집수_사회복지법인	어린이집수_법인단체등	어린이집수_민간	어린이집수_가정	어린이집수_부모협동	어린이집수_직장	자치구명
통계연도	1.000	0.000	-0.266	0.616	-0.109	-0.192	-0.434	-0.391	0.036	0.191	0.000
자치구코드	0.000	1.000	0.319	0.222	-0.006	-0.303	0.241	0.266	0.117	0.006	0.964
시설수합계	-0.266	0.319	1.000	0.363	0.454	0.101	0.829	0.954	0.357	-0.055	0.381
어린이집수_국공립	0.616	0.222	0.363	1.000	0.111	-0.089	0.073	0.247	0.346	0.221	0.308
어린이집수_사회복지법인	-0.109	-0.006	0.454	0.111	1.000	0.248	0.323	0.436	0.190	0.084	0.402
어린이집수_법인단체등	-0.192	-0.303	0.101	-0.089	0.248	1.000	0.226	0.074	0.193	-0.009	0.375
어린이집수_민간	-0.434	0.241	0.829	0.073	0.323	0.226	1.000	0.774	0.333	-0.302	0.247
어린이집수_가정	-0.391	0.266	0.954	0.247	0.436	0.074	0.774	1.000	0.323	-0.060	0.317
어린이집수_부모협동	0.036	0.117	0.357	0.346	0.190	0.193	0.333	0.323	1.000	0.020	0.593
어린이집수_직장	0.191	0.006	-0.055	0.221	0.084	-0.009	-0.302	-0.060	0.020	1.000	0.354
자치구명	0.000	0.964	0.381	0.308	0.402	0.375	0.247	0.317	0.593	0.354	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

	통계연도	자치구코드	자치구명	시설수합계	어린이집수_국공립	어린이집수_사회복지법인	어린이집수_법인단체등	어린이집수_민간	어린이집수_가정	어린이집수_부모협동	어린이집수_직장
0	2022	11000	계	4712	1829	21	84	1043	1405	26	304
1	2022	11710	송파	335	107	2	3	85	119	1	18
2	2022	11680	강남	183	63	0	0	45	37	1	37
3	2022	11650	서초	170	88	0	1	22	35	2	22
4	2022	11620	관악	185	82	2	4	45	47	0	5
5	2022	11590	동작	168	70	0	2	37	50	1	8
6	2022	11560	영등포	224	82	1	2	41	62	0	36
7	2022	11545	금천	128	55	1	9	35	21	0	7
8	2022	11530	구로	266	99	3	4	58	91	3	8
9	2022	11500	강서	312	92	1	5	76	118	3	17

	통계연도	자치구코드	자치구명	시설수합계	어린이집수_국공립	어린이집수_사회복지법인	어린이집수_법인단체등	어린이집수_민간	어린이집수_가정	어린이집수_부모협동	어린이집수_직장
224	2014	11380	은평	356	26	1	11	201	114	1	2
225	2014	11350	노원	542	34	6	1	82	412	1	6
226	2014	11320	도봉	296	24	1	2	89	177	2	1
227	2014	11305	강북	204	25	2	4	91	80	1	1
228	2014	11290	성북	338	38	2	22	114	158	1	3
229	2014	11260	중랑	276	30	1	4	114	125	0	2
230	2014	11230	동대문	233	37	0	3	79	107	0	7
231	2014	11215	광진	229	24	0	5	116	79	2	3
232	2014	11200	성동	194	51	0	3	48	87	0	5
233	2014	11170	용산	132	20	2	10	41	51	1	7

Overview

Variables

Common Values

Length

Interactions

Correlations

Missing values

Sample