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,정원합계,정원_국공립,정원_사회복지법인,정원_법인단체등,정원_민간,정원_가정,정원_부모협동,정원_직장
Author	서울특별시
URL	https://data.seoul.go.kr/dataList/OA-15458/S/1/datasetView.do

Alerts

`자치구코드` is highly overall correlated with `자치구명`	High correlation
`정원합계` is highly overall correlated with `정원_국공립` and 3 other fields	High correlation
`정원_국공립` is highly overall correlated with `정원합계`	High correlation
`정원_사회복지법인` is highly overall correlated with `자치구명`	High correlation
`정원_민간` is highly overall correlated with `정원합계` and 1 other fields	High correlation
`정원_가정` is highly overall correlated with `정원합계` and 1 other fields	High correlation
`정원_부모협동` is highly overall correlated with `자치구명`	High correlation
`자치구명` is highly overall correlated with `자치구코드` and 3 other fields	High correlation
`정원_사회복지법인` has 91 (38.9%) zeros	Zeros
`정원_법인단체등` has 17 (7.3%) zeros	Zeros
`정원_부모협동` has 67 (28.6%) zeros	Zeros

Reproduction

Analysis started	2024-04-06 11:38:56.445489
Analysis finished	2024-04-06 11:39:17.594099
Duration	21.15 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

통계연도
Real number (ℝ)

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%

정원합계
Real number (ℝ)

HIGH CORRELATION

Distinct	232
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19750.385

Minimum	4039
Maximum	275464
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	4039
5-th percentile	4701.3
Q1	8218.25
median	10243.5
Q3	12544
95-th percentile	17549.15
Maximum	275464
Range	271425
Interquartile range (IQR)	4325.75

Descriptive statistics

Standard deviation	47732.431
Coefficient of variation (CV)	2.4167849
Kurtosis	21.793383
Mean	19750.385
Median Absolute Deviation (MAD)	2213
Skewness	4.8331342
Sum	4621590
Variance	2.278385 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5554	2	0.9%
11123	2	0.9%
223628	1	0.4%
11827	1	0.4%
9413	1	0.4%
9203	1	0.4%
8243	1	0.4%
4279	1	0.4%
4702	1	0.4%
7311	1	0.4%
Other values (222)	222	94.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4039	1	0.4%
4067	1	0.4%
4109	1	0.4%
4118	1	0.4%
4136	1	0.4%
4279	1	0.4%
4305	1	0.4%
4394	1	0.4%
4409	1	0.4%
4459	1	0.4%

Value	Count	Frequency (%)
275464	1	0.4%
274132	1	0.4%
270231	1	0.4%
268100	1	0.4%
263157	1	0.4%
254538	1	0.4%
245863	1	0.4%
235682	1	0.4%
223628	1	0.4%
17967	1	0.4%

정원_국공립
Real number (ℝ)

HIGH CORRELATION

Distinct	222
Distinct (%)	94.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6732.1197

Minimum	1535
Maximum	103922
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	1535
5-th percentile	1801.05
Q1	2733.25
median	3560.5
Q3	4550.25
95-th percentile	5800.95
Maximum	103922
Range	102387
Interquartile range (IQR)	1817

Descriptive statistics

Standard deviation	16457.221
Coefficient of variation (CV)	2.4445824
Kurtosis	23.998333
Mean	6732.1197
Median Absolute Deviation (MAD)	935.5
Skewness	5.0029431
Sum	1575316
Variance	2.7084012 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4762	2	0.9%
5405	2	0.9%
1850	2	0.9%
2216	2	0.9%
2812	2	0.9%
4486	2	0.9%
4565	2	0.9%
3550	2	0.9%
1970	2	0.9%
4467	2	0.9%
Other values (212)	214	91.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1535	1	0.4%
1601	1	0.4%
1654	1	0.4%
1672	1	0.4%
1686	1	0.4%
1750	1	0.4%
1765	1	0.4%
1766	1	0.4%
1781	1	0.4%
1786	1	0.4%

Value	Count	Frequency (%)
103922	1	0.4%
103678	1	0.4%
101037	1	0.4%
96595	1	0.4%
89293	1	0.4%
81612	1	0.4%
74851	1	0.4%
70561	1	0.4%
66109	1	0.4%
6581	1	0.4%

정원_사회복지법인
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	48
Distinct (%)	20.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	156.80342

Minimum	0
Maximum	2464
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	80.5
Q3	123
95-th percentile	311
Maximum	2464
Range	2464
Interquartile range (IQR)	123

Descriptive statistics

Standard deviation	391.89968
Coefficient of variation (CV)	2.4993057
Kurtosis	21.436886
Mean	156.80342
Median Absolute Deviation (MAD)	80.5
Skewness	4.6354599
Sum	36692
Variance	153585.36
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
0	91	38.9%
223	9	3.8%
87	9	3.8%
33	9	3.8%
89	9	3.8%
123	8	3.4%
74	8	3.4%
79	7	3.0%
103	6	2.6%
311	5	2.1%
Other values (38)	73	31.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	91	38.9%
33	9	3.8%
39	1	0.4%
63	1	0.4%
74	8	3.4%
79	7	3.0%
82	3	1.3%
83	1	0.4%
84	1	0.4%
87	9	3.8%

Value	Count	Frequency (%)
2464	1	0.4%
2367	1	0.4%
2327	1	0.4%
2266	1	0.4%
1948	1	0.4%
1890	1	0.4%
1861	1	0.4%
1690	1	0.4%
1533	1	0.4%
344	1	0.4%

정원_법인단체등
Real number (ℝ)

ZEROS

Distinct	92
Distinct (%)	39.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	483.4188

Minimum	0
Maximum	8089
Zeros	17
Zeros (%)	7.3%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	101
median	202
Q3	356
95-th percentile	1054.1
Maximum	8089
Range	8089
Interquartile range (IQR)	255

Descriptive statistics

Standard deviation	1200.9096
Coefficient of variation (CV)	2.4842013
Kurtosis	22.553168
Mean	483.4188
Median Absolute Deviation (MAD)	120
Skewness	4.769092
Sum	113120
Variance	1442183.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	17	7.3%
237	9	3.8%
204	9	3.8%
101	9	3.8%
202	9	3.8%
156	7	3.0%
276	7	3.0%
149	6	2.6%
20	6	2.6%
74	5	2.1%
Other values (82)	150	64.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	17	7.3%
20	6	2.6%
27	1	0.4%
40	2	0.9%
43	3	1.3%
49	3	1.3%
63	2	0.9%
66	3	1.3%
67	3	1.3%
70	1	0.4%

Value	Count	Frequency (%)
8089	1	0.4%
7475	1	0.4%
7035	1	0.4%
6366	1	0.4%
5909	1	0.4%
5878	1	0.4%
5427	2	0.9%
4954	1	0.4%
1282	1	0.4%
1136	1	0.4%

정원_민간
Real number (ℝ)

HIGH CORRELATION

Distinct	228
Distinct (%)	97.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7655.9829

Minimum	193
Maximum	126378
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	193
5-th percentile	458
Q1	2502.5
median	3854.5
Q3	5544.5
95-th percentile	10324.7
Maximum	126378
Range	126185
Interquartile range (IQR)	3042

Descriptive statistics

Standard deviation	18998.979
Coefficient of variation (CV)	2.4815858
Kurtosis	25.25841
Mean	7655.9829
Median Absolute Deviation (MAD)	1473
Skewness	5.0688388
Sum	1791500
Variance	3.6096119 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
458	3	1.3%
237	3	1.3%
419	2	0.9%
344	2	0.9%
65662	1	0.4%
4636	1	0.4%
3968	1	0.4%
5265	1	0.4%
2199	1	0.4%
1432	1	0.4%
Other values (218)	218	93.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
193	1	0.4%
237	3	1.3%
272	1	0.4%
344	2	0.9%
370	1	0.4%
419	2	0.9%
442	1	0.4%
458	3	1.3%
527	1	0.4%
759	1	0.4%

Value	Count	Frequency (%)
126378	1	0.4%
122831	1	0.4%
117842	1	0.4%
112384	1	0.4%
103278	1	0.4%
91892	1	0.4%
82308	1	0.4%
73175	1	0.4%
65662	1	0.4%
11615	1	0.4%

정원_가정
Real number (ℝ)

HIGH CORRELATION

Distinct	221
Distinct (%)	94.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3276.0085

Minimum	39
Maximum	58623
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	39
5-th percentile	214.75
Q1	977
median	1524
Q3	2279.5
95-th percentile	5342.95
Maximum	58623
Range	58584
Interquartile range (IQR)	1302.5

Descriptive statistics

Standard deviation	8237.5398
Coefficient of variation (CV)	2.514505
Kurtosis	27.085524
Mean	3276.0085
Median Absolute Deviation (MAD)	605.5
Skewness	5.1867444
Sum	766586
Variance	67857062
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
977	3	1.3%
859	2	0.9%
70	2	0.9%
884	2	0.9%
50	2	0.9%
1006	2	0.9%
1698	2	0.9%
148	2	0.9%
2853	2	0.9%
979	2	0.9%
Other values (211)	213	91.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
39	1	0.4%
50	2	0.9%
70	2	0.9%
90	1	0.4%
130	1	0.4%
148	2	0.9%
166	1	0.4%
185	1	0.4%
205	1	0.4%
220	1	0.4%

Value	Count	Frequency (%)
58623	1	0.4%
55916	1	0.4%
51025	1	0.4%
46895	1	0.4%
42957	1	0.4%
38168	1	0.4%
33972	1	0.4%
29967	1	0.4%
25770	1	0.4%
6541	1	0.4%

정원_부모협동
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	43
Distinct (%)	18.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	70.273504

Minimum	0
Maximum	1042
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	30
Q3	49.75
95-th percentile	153
Maximum	1042
Range	1042
Interquartile range (IQR)	49.75

Descriptive statistics

Standard deviation	174.05944
Coefficient of variation (CV)	2.4768857
Kurtosis	20.126908
Mean	70.273504
Median Absolute Deviation (MAD)	30
Skewness	4.5418599
Sum	16444
Variance	30296.689
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
0	67	28.6%
49	17	7.3%
20	16	6.8%
16	11	4.7%
82	9	3.8%
153	9	3.8%
39	9	3.8%
33	8	3.4%
37	7	3.0%
30	7	3.0%
Other values (33)	74	31.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	67	28.6%
14	5	2.1%
16	11	4.7%
19	1	0.4%
20	16	6.8%
26	4	1.7%
27	6	2.6%
29	6	2.6%
30	7	3.0%
31	1	0.4%

Value	Count	Frequency (%)
1042	1	0.4%
1038	1	0.4%
973	1	0.4%
928	1	0.4%
903	1	0.4%
859	1	0.4%
852	1	0.4%
822	1	0.4%
805	1	0.4%
153	9	3.8%

정원_직장
Real number (ℝ)

Distinct	142
Distinct (%)	60.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1375.7778

Minimum	52
Maximum	21226
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	52
5-th percentile	101
Q1	264
median	424
Q3	1127.75
95-th percentile	2897.15
Maximum	21226
Range	21174
Interquartile range (IQR)	863.75

Descriptive statistics

Standard deviation	3420.4546
Coefficient of variation (CV)	2.486197
Kurtosis	21.852014
Mean	1375.7778
Median Absolute Deviation (MAD)	250
Skewness	4.7135879
Sum	321932
Variance	11699510
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
101	7	3.0%
524	7	3.0%
132	6	2.6%
264	6	2.6%
360	6	2.6%
174	6	2.6%
384	5	2.1%
526	4	1.7%
270	4	1.7%
277	4	1.7%
Other values (132)	179	76.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
52	2	0.9%
70	2	0.9%
76	4	1.7%
101	7	3.0%
108	1	0.4%
132	6	2.6%
138	1	0.4%
143	1	0.4%
145	1	0.4%
158	4	1.7%

Value	Count	Frequency (%)
21226	1	0.4%
20642	1	0.4%
20285	1	0.4%
19073	1	0.4%
18734	1	0.4%
17649	1	0.4%
16248	1	0.4%
14130	1	0.4%
12979	1	0.4%
3104	1	0.4%

Phik (φk)
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Heatmap
Table

	통계연도	자치구코드	자치구명	정원합계	정원_국공립	정원_사회복지법인	정원_법인단체등	정원_민간	정원_가정	정원_부모협동	정원_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	0.471	0.373	NaN	0.177	0.396	0.297
자치구명	0.000	1.000	1.000	0.844	0.673	0.860	0.782	0.603	0.578	0.848	0.767
정원합계	0.000	NaN	0.844	1.000	0.859	0.868	1.000	1.000	1.000	0.724	1.000
정원_국공립	0.000	NaN	0.673	0.859	1.000	0.964	0.897	0.874	0.936	0.937	0.897
정원_사회복지법인	0.000	0.471	0.860	0.868	0.964	1.000	0.816	0.886	0.856	0.967	0.816
정원_법인단체등	0.000	0.373	0.782	1.000	0.897	0.816	1.000	0.976	0.956	0.735	0.995
정원_민간	0.000	NaN	0.603	1.000	0.874	0.886	0.976	1.000	0.970	0.785	0.976
정원_가정	0.000	0.177	0.578	1.000	0.936	0.856	0.956	0.970	1.000	0.830	0.956
정원_부모협동	0.000	0.396	0.848	0.724	0.937	0.967	0.735	0.785	0.830	1.000	0.735
정원_직장	0.000	0.297	0.767	1.000	0.897	0.816	0.995	0.976	0.956	0.735	1.000

Heatmap
Table

	통계연도	자치구코드	정원합계	정원_국공립	정원_사회복지법인	정원_법인단체등	정원_민간	정원_가정	정원_부모협동	정원_직장	자치구명
통계연도	1.000	0.000	-0.202	0.455	-0.129	-0.130	-0.358	-0.394	0.021	0.167	0.000
자치구코드	0.000	1.000	0.422	0.357	0.040	-0.210	0.232	0.268	0.148	0.117	0.964
정원합계	-0.202	0.422	1.000	0.520	0.454	0.062	0.832	0.866	0.358	0.014	0.629
정원_국공립	0.455	0.357	0.520	1.000	0.066	-0.017	0.153	0.367	0.353	0.322	0.381
정원_사회복지법인	-0.129	0.040	0.454	0.066	1.000	0.310	0.373	0.456	0.146	0.110	0.596
정원_법인단체등	-0.130	-0.210	0.062	-0.017	0.310	1.000	0.077	0.048	0.131	0.112	0.472
정원_민간	-0.358	0.232	0.832	0.153	0.373	0.077	1.000	0.754	0.290	-0.326	0.308
정원_가정	-0.394	0.268	0.866	0.367	0.456	0.048	0.754	1.000	0.294	-0.072	0.261
정원_부모협동	0.021	0.148	0.358	0.353	0.146	0.131	0.290	0.294	1.000	0.093	0.579
정원_직장	0.167	0.117	0.014	0.322	0.110	0.112	-0.326	-0.072	0.093	1.000	0.455
자치구명	0.000	0.964	0.629	0.381	0.596	0.472	0.308	0.261	0.579	0.455	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	정원합계	정원_국공립	정원_사회복지법인	정원_법인단체등	정원_민간	정원_가정	정원_부모협동	정원_직장
0	2022	11000	계	223628	103678	1533	4954	65662	25770	805	21226
1	2022	11710	송파	15563	6581	107	116	4916	2288	48	1507
2	2022	11680	강남	10725	5150	0	0	2472	683	69	2351
3	2022	11650	서초	10016	5408	0	237	1372	663	74	2262
4	2022	11620	관악	8988	4731	82	299	2290	905	0	681
5	2022	11590	동작	7561	4211	0	101	1940	941	49	319
6	2022	11560	영등포	11461	4536	79	66	2499	1177	0	3104
7	2022	11545	금천	6932	2965	223	573	2399	388	0	384
8	2022	11530	구로	11595	5331	229	295	3548	1656	59	477
9	2022	11500	강서	14043	5405	173	376	4816	2197	82	994

	통계연도	자치구코드	자치구명	정원합계	정원_국공립	정원_사회복지법인	정원_법인단체등	정원_민간	정원_가정	정원_부모협동	정원_직장
224	2014	11380	은평	16028	1672	131	332	11615	2163	39	76
225	2014	11350	노원	15108	3079	228	20	4905	6541	30	305
226	2014	11320	도봉	11151	1786	33	74	6062	3077	49	70
227	2014	11305	강북	9695	1750	153	216	6060	1437	27	52
228	2014	11290	성북	12560	2769	151	1282	5195	2983	37	143
229	2014	11260	중랑	12389	2768	114	276	6867	2206	0	158
230	2014	11230	동대문	9697	2699	0	204	4462	2055	0	277
231	2014	11215	광진	9674	2018	0	183	5764	1492	85	132
232	2014	11200	성동	8210	3550	0	202	2513	1640	0	305
233	2014	11170	용산	5670	1535	89	453	2003	979	33	578

Overview

Variables

Common Values

Length

Interactions

Correlations

Missing values

Sample