Dataset statistics
Number of variables | 6 |
---|---|
Number of observations | 46 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 2.5 KiB |
Average record size in memory | 54.9 B |
Variable types
DateTime | 1 |
---|---|
Numeric | 4 |
Categorical | 1 |
Dataset
Description | 인천광역시 서구의 보육교사 현황 데이터 입니다. 구분(연월),영아반,누리과정,대체교사수,정부지원 에 대한 데이터 등을 제공합니다. |
---|---|
Author | 인천광역시 서구 |
URL | https://www.data.go.kr/data/15090866/fileData.do |
데이터기준일자 has constant value "" | Constant |
누리과정(3-5세) 보육교사(인원수) is highly overall correlated with 정부지원 어린이집 원장(인원수) | High correlation |
정부지원 어린이집 원장(인원수) is highly overall correlated with 누리과정(3-5세) 보육교사(인원수) | High correlation |
구분(연월) has unique values | Unique |
대체교사(인원수) has 2 (4.3%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-12 03:54:53.001723 |
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Analysis finished | 2023-12-12 03:54:55.917129 |
Duration | 2.92 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
구분(연월)
Date
UNIQUE
 
Distinct | 46 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 500.0 B |
Minimum | 2020-01-01 00:00:00 |
---|---|
Maximum | 2023-10-01 00:00:00 |
영아반(0-2세) 보육교사(인원)
Real number (ℝ)
Distinct | 43 |
---|---|
Distinct (%) | 93.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1566.087 |
Minimum | 1273 |
---|---|
Maximum | 2071 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 546.0 B |
Quantile statistics
Minimum | 1273 |
---|---|
5-th percentile | 1324.5 |
Q1 | 1458.25 |
median | 1577 |
Q3 | 1668.75 |
95-th percentile | 1785.25 |
Maximum | 2071 |
Range | 798 |
Interquartile range (IQR) | 210.5 |
Descriptive statistics
Standard deviation | 158.72251 |
---|---|
Coefficient of variation (CV) | 0.10134975 |
Kurtosis | 0.8866919 |
Mean | 1566.087 |
Median Absolute Deviation (MAD) | 104.5 |
Skewness | 0.45999177 |
Sum | 72040 |
Variance | 25192.837 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1786 | 2 | 4.3% |
1473 | 2 | 4.3% |
1572 | 2 | 4.3% |
1720 | 1 | 2.2% |
1350 | 1 | 2.2% |
1367 | 1 | 2.2% |
1405 | 1 | 2.2% |
1459 | 1 | 2.2% |
1492 | 1 | 2.2% |
1559 | 1 | 2.2% |
Other values (33) | 33 |
Value | Count | Frequency (%) |
1273 | 1 | |
1297 | 1 | |
1316 | 1 | |
1350 | 1 | |
1355 | 1 | |
1367 | 1 | |
1392 | 1 | |
1405 | 1 | |
1410 | 1 | |
1431 | 1 |
Value | Count | Frequency (%) |
2071 | 1 | |
1786 | 2 | |
1783 | 1 | |
1781 | 1 | |
1732 | 1 | |
1722 | 1 | |
1720 | 1 | |
1684 | 1 | |
1682 | 1 | |
1679 | 1 |
누리과정(3-5세) 보육교사(인원수)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 31 |
---|---|
Distinct (%) | 67.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 440.86957 |
Minimum | 48 |
---|---|
Maximum | 494 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 546.0 B |
Quantile statistics
Minimum | 48 |
---|---|
5-th percentile | 416.5 |
Q1 | 423 |
median | 456 |
Q3 | 477.75 |
95-th percentile | 493 |
Maximum | 494 |
Range | 446 |
Interquartile range (IQR) | 54.75 |
Descriptive statistics
Standard deviation | 67.228833 |
---|---|
Coefficient of variation (CV) | 0.15249144 |
Kurtosis | 26.60923 |
Mean | 440.86957 |
Median Absolute Deviation (MAD) | 32 |
Skewness | -4.6092489 |
Sum | 20280 |
Variance | 4519.7159 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
424 | 3 | 6.5% |
493 | 3 | 6.5% |
458 | 3 | 6.5% |
423 | 3 | 6.5% |
459 | 3 | 6.5% |
421 | 2 | 4.3% |
456 | 2 | 4.3% |
419 | 2 | 4.3% |
483 | 2 | 4.3% |
418 | 2 | 4.3% |
Other values (21) | 21 |
Value | Count | Frequency (%) |
48 | 1 | 2.2% |
342 | 1 | 2.2% |
416 | 1 | 2.2% |
418 | 2 | |
419 | 2 | |
420 | 1 | 2.2% |
421 | 2 | |
422 | 1 | 2.2% |
423 | 3 | |
424 | 3 |
Value | Count | Frequency (%) |
494 | 1 | 2.2% |
493 | 3 | |
492 | 1 | 2.2% |
490 | 1 | 2.2% |
488 | 1 | 2.2% |
486 | 1 | 2.2% |
485 | 1 | 2.2% |
483 | 2 | |
478 | 1 | 2.2% |
477 | 1 | 2.2% |
대체교사(인원수)
Real number (ℝ)
ZEROS
 
Distinct | 17 |
---|---|
Distinct (%) | 37.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 12.456522 |
Minimum | 0 |
---|---|
Maximum | 24 |
Zeros | 2 |
Zeros (%) | 4.3% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 546.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1.75 |
Q1 | 10 |
median | 13 |
Q3 | 16 |
95-th percentile | 19 |
Maximum | 24 |
Range | 24 |
Interquartile range (IQR) | 6 |
Descriptive statistics
Standard deviation | 5.3112314 |
---|---|
Coefficient of variation (CV) | 0.42638158 |
Kurtosis | 0.3983998 |
Mean | 12.456522 |
Median Absolute Deviation (MAD) | 3 |
Skewness | -0.59635833 |
Sum | 573 |
Variance | 28.209179 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
13 | 8 | |
19 | 4 | |
16 | 4 | |
15 | 4 | |
10 | 3 | 6.5% |
12 | 3 | 6.5% |
4 | 3 | 6.5% |
11 | 3 | 6.5% |
8 | 3 | 6.5% |
14 | 2 | 4.3% |
Other values (7) | 9 |
Value | Count | Frequency (%) |
0 | 2 | 4.3% |
1 | 1 | 2.2% |
4 | 3 | 6.5% |
8 | 3 | 6.5% |
9 | 1 | 2.2% |
10 | 3 | 6.5% |
11 | 3 | 6.5% |
12 | 3 | 6.5% |
13 | 8 | |
14 | 2 | 4.3% |
Value | Count | Frequency (%) |
24 | 1 | 2.2% |
20 | 1 | 2.2% |
19 | 4 | |
18 | 1 | 2.2% |
17 | 2 | 4.3% |
16 | 4 | |
15 | 4 | |
14 | 2 | 4.3% |
13 | 8 | |
12 | 3 | 6.5% |
정부지원 어린이집 원장(인원수)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 21 |
---|---|
Distinct (%) | 45.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 54.565217 |
Minimum | 38 |
---|---|
Maximum | 86 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 546.0 B |
Quantile statistics
Minimum | 38 |
---|---|
5-th percentile | 40 |
Q1 | 44 |
median | 51 |
Q3 | 65.25 |
95-th percentile | 79.5 |
Maximum | 86 |
Range | 48 |
Interquartile range (IQR) | 21.25 |
Descriptive statistics
Standard deviation | 13.950153 |
---|---|
Coefficient of variation (CV) | 0.25566017 |
Kurtosis | -0.77324392 |
Mean | 54.565217 |
Median Absolute Deviation (MAD) | 9 |
Skewness | 0.72408494 |
Sum | 2510 |
Variance | 194.60676 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
44 | 8 | |
40 | 3 | 6.5% |
43 | 3 | 6.5% |
76 | 3 | 6.5% |
47 | 3 | 6.5% |
51 | 3 | 6.5% |
41 | 3 | 6.5% |
38 | 2 | 4.3% |
57 | 2 | 4.3% |
66 | 2 | 4.3% |
Other values (11) | 14 |
Value | Count | Frequency (%) |
38 | 2 | 4.3% |
40 | 3 | 6.5% |
41 | 3 | 6.5% |
43 | 3 | 6.5% |
44 | 8 | |
47 | 3 | 6.5% |
51 | 3 | 6.5% |
53 | 2 | 4.3% |
56 | 2 | 4.3% |
57 | 2 | 4.3% |
Value | Count | Frequency (%) |
86 | 1 | 2.2% |
81 | 1 | 2.2% |
80 | 1 | 2.2% |
78 | 1 | 2.2% |
76 | 3 | |
73 | 1 | 2.2% |
71 | 1 | 2.2% |
68 | 1 | 2.2% |
66 | 2 | |
63 | 1 | 2.2% |
데이터기준일자
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 2.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 500.0 B |
2023-10-01 |
---|
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2023-10-01 |
---|---|
2nd row | 2023-10-01 |
3rd row | 2023-10-01 |
4th row | 2023-10-01 |
5th row | 2023-10-01 |
Common Values
Value | Count | Frequency (%) |
2023-10-01 | 46 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2023-10-01 | 46 |
구분(연월) | 영아반(0-2세) 보육교사(인원) | 누리과정(3-5세) 보육교사(인원수) | 대체교사(인원수) | 정부지원 어린이집 원장(인원수) | |
---|---|---|---|---|---|
구분(연월) | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
영아반(0-2세) 보육교사(인원) | 1.000 | 1.000 | 0.000 | 0.334 | 0.595 |
누리과정(3-5세) 보육교사(인원수) | 1.000 | 0.000 | 1.000 | 0.283 | 0.753 |
대체교사(인원수) | 1.000 | 0.334 | 0.283 | 1.000 | 0.000 |
정부지원 어린이집 원장(인원수) | 1.000 | 0.595 | 0.753 | 0.000 | 1.000 |
영아반(0-2세) 보육교사(인원) | 누리과정(3-5세) 보육교사(인원수) | 대체교사(인원수) | 정부지원 어린이집 원장(인원수) | |
---|---|---|---|---|
영아반(0-2세) 보육교사(인원) | 1.000 | -0.169 | 0.319 | 0.233 |
누리과정(3-5세) 보육교사(인원수) | -0.169 | 1.000 | -0.008 | -0.780 |
대체교사(인원수) | 0.319 | -0.008 | 1.000 | 0.056 |
정부지원 어린이집 원장(인원수) | 0.233 | -0.780 | 0.056 | 1.000 |
구분(연월) | 영아반(0-2세) 보육교사(인원) | 누리과정(3-5세) 보육교사(인원수) | 대체교사(인원수) | 정부지원 어린이집 원장(인원수) | 데이터기준일자 | |
---|---|---|---|---|---|---|
0 | 2020-01-01 | 1786 | 492 | 19 | 38 | 2023-10-01 |
1 | 2020-02-01 | 1783 | 493 | 20 | 38 | 2023-10-01 |
2 | 2020-03-01 | 1431 | 485 | 0 | 41 | 2023-10-01 |
3 | 2020-04-01 | 1473 | 493 | 0 | 40 | 2023-10-01 |
4 | 2020-05-01 | 1432 | 483 | 1 | 43 | 2023-10-01 |
5 | 2020-06-01 | 1517 | 488 | 10 | 40 | 2023-10-01 |
6 | 2020-07-01 | 1572 | 490 | 14 | 41 | 2023-10-01 |
7 | 2020-08-01 | 1572 | 474 | 13 | 40 | 2023-10-01 |
8 | 2020-09-01 | 1582 | 493 | 13 | 44 | 2023-10-01 |
9 | 2020-10-01 | 1620 | 463 | 13 | 41 | 2023-10-01 |
구분(연월) | 영아반(0-2세) 보육교사(인원) | 누리과정(3-5세) 보육교사(인원수) | 대체교사(인원수) | 정부지원 어린이집 원장(인원수) | 데이터기준일자 | |
---|---|---|---|---|---|---|
36 | 2023-01-01 | 1732 | 418 | 13 | 66 | 2023-10-01 |
37 | 2023-02-01 | 1786 | 418 | 13 | 71 | 2023-10-01 |
38 | 2023-03-01 | 1458 | 342 | 9 | 68 | 2023-10-01 |
39 | 2023-04-01 | 1602 | 421 | 11 | 73 | 2023-10-01 |
40 | 2023-05-01 | 1615 | 419 | 11 | 76 | 2023-10-01 |
41 | 2023-06-01 | 1656 | 421 | 15 | 76 | 2023-10-01 |
42 | 2023-07-01 | 1684 | 419 | 16 | 76 | 2023-10-01 |
43 | 2023-08-01 | 1722 | 416 | 17 | 78 | 2023-10-01 |
44 | 2023-09-01 | 1781 | 420 | 14 | 80 | 2023-10-01 |
45 | 2023-10-01 | 2071 | 437 | 15 | 81 | 2023-10-01 |