Dataset statistics
Number of variables | 7 |
---|---|
Number of observations | 341 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 20.4 KiB |
Average record size in memory | 61.4 B |
Variable types
Numeric | 5 |
---|---|
Categorical | 2 |
Dataset
Description | 장애인일자리사업 사업유형별 집계현황 |
---|---|
Author | 경기복지재단(경기도장애인복지종합지원센터) |
URL | https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=30DI2CM94AVD0M3MOKRU26189272&infSeq=1 |
총계(명) is highly overall correlated with 복지일자리인원수(명) and 2 other fields | High correlation |
복지일자리인원수(명) is highly overall correlated with 총계(명) and 2 other fields | High correlation |
일반형일자리인원수(명) is highly overall correlated with 총계(명) and 2 other fields | High correlation |
시간제일자리인원수(명) is highly overall correlated with 총계(명) and 2 other fields | High correlation |
Reproduction
Analysis started | 2024-04-29 12:57:52.892277 |
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Analysis finished | 2024-04-29 12:57:57.079691 |
Duration | 4.19 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
기준년도
Real number (ℝ)
Distinct | 7 |
---|---|
Distinct (%) | 2.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2020.9091 |
Minimum | 2017 |
---|---|
Maximum | 2023 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.1 KiB |
Quantile statistics
Minimum | 2017 |
---|---|
5-th percentile | 2017 |
Q1 | 2019 |
median | 2022 |
Q3 | 2023 |
95-th percentile | 2023 |
Maximum | 2023 |
Range | 6 |
Interquartile range (IQR) | 4 |
Descriptive statistics
Standard deviation | 2.0235247 |
---|---|
Coefficient of variation (CV) | 0.0010012943 |
Kurtosis | -0.91959264 |
Mean | 2020.9091 |
Median Absolute Deviation (MAD) | 1 |
Skewness | -0.67237857 |
Sum | 689130 |
Variance | 4.0946524 |
Monotonicity | Decreasing |
Value | Count | Frequency (%) |
2023 | 93 | |
2022 | 93 | |
2021 | 31 | 9.1% |
2020 | 31 | 9.1% |
2019 | 31 | 9.1% |
2018 | 31 | 9.1% |
2017 | 31 | 9.1% |
Value | Count | Frequency (%) |
2017 | 31 | 9.1% |
2018 | 31 | 9.1% |
2019 | 31 | 9.1% |
2020 | 31 | 9.1% |
2021 | 31 | 9.1% |
2022 | 93 | |
2023 | 93 |
Value | Count | Frequency (%) |
2023 | 93 | |
2022 | 93 | |
2021 | 31 | 9.1% |
2020 | 31 | 9.1% |
2019 | 31 | 9.1% |
2018 | 31 | 9.1% |
2017 | 31 | 9.1% |
시군명
Categorical
Distinct | 31 |
---|---|
Distinct (%) | 9.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.8 KiB |
가평군 | 11 |
---|---|
고양시 | 11 |
과천시 | 11 |
광명시 | 11 |
광주시 | 11 |
Other values (26) |
Length
Max length | 4 |
---|---|
Median length | 3 |
Mean length | 3.0967742 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 가평군 |
---|---|
2nd row | 가평군 |
3rd row | 가평군 |
4th row | 고양시 |
5th row | 고양시 |
Common Values
Value | Count | Frequency (%) |
가평군 | 11 | 3.2% |
고양시 | 11 | 3.2% |
과천시 | 11 | 3.2% |
광명시 | 11 | 3.2% |
광주시 | 11 | 3.2% |
구리시 | 11 | 3.2% |
군포시 | 11 | 3.2% |
김포시 | 11 | 3.2% |
남양주시 | 11 | 3.2% |
동두천시 | 11 | 3.2% |
Other values (21) | 231 |
Length
Value | Count | Frequency (%) |
가평군 | 11 | 3.2% |
안양시 | 11 | 3.2% |
하남시 | 11 | 3.2% |
포천시 | 11 | 3.2% |
평택시 | 11 | 3.2% |
파주시 | 11 | 3.2% |
이천시 | 11 | 3.2% |
의정부시 | 11 | 3.2% |
의왕시 | 11 | 3.2% |
용인시 | 11 | 3.2% |
Other values (21) | 231 |
성별
Categorical
Distinct | 3 |
---|---|
Distinct (%) | 0.9% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.8 KiB |
총계 | |
---|---|
여성 | |
남성 |
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 총계 |
---|---|
2nd row | 여성 |
3rd row | 남성 |
4th row | 여성 |
5th row | 총계 |
Common Values
Value | Count | Frequency (%) |
총계 | 217 | |
여성 | 62 | 18.2% |
남성 | 62 | 18.2% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
총계 | 217 | |
여성 | 62 | 18.2% |
남성 | 62 | 18.2% |
총계(명)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 149 |
---|---|
Distinct (%) | 43.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 94.56305 |
Minimum | 18 |
---|---|
Maximum | 272 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.1 KiB |
Quantile statistics
Minimum | 18 |
---|---|
5-th percentile | 34 |
Q1 | 56 |
median | 81 |
Q3 | 122 |
95-th percentile | 205 |
Maximum | 272 |
Range | 254 |
Interquartile range (IQR) | 66 |
Descriptive statistics
Standard deviation | 51.964917 |
---|---|
Coefficient of variation (CV) | 0.54952666 |
Kurtosis | 1.0061199 |
Mean | 94.56305 |
Median Absolute Deviation (MAD) | 29 |
Skewness | 1.1504627 |
Sum | 32246 |
Variance | 2700.3526 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
55 | 9 | 2.6% |
87 | 8 | 2.3% |
76 | 8 | 2.3% |
35 | 8 | 2.3% |
81 | 7 | 2.1% |
71 | 7 | 2.1% |
75 | 6 | 1.8% |
48 | 6 | 1.8% |
46 | 5 | 1.5% |
44 | 5 | 1.5% |
Other values (139) | 272 |
Value | Count | Frequency (%) |
18 | 1 | |
20 | 1 | |
22 | 1 | |
24 | 1 | |
25 | 2 | |
26 | 2 | |
27 | 1 | |
28 | 1 | |
29 | 2 | |
31 | 1 |
Value | Count | Frequency (%) |
272 | 1 | |
262 | 1 | |
258 | 1 | |
249 | 2 | |
242 | 1 | |
236 | 1 | |
231 | 1 | |
229 | 1 | |
227 | 2 | |
226 | 2 |
복지일자리인원수(명)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 103 |
---|---|
Distinct (%) | 30.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 51.938416 |
Minimum | 7 |
---|---|
Maximum | 155 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.1 KiB |
Quantile statistics
Minimum | 7 |
---|---|
5-th percentile | 17 |
Q1 | 31 |
median | 47 |
Q3 | 67 |
95-th percentile | 106 |
Maximum | 155 |
Range | 148 |
Interquartile range (IQR) | 36 |
Descriptive statistics
Standard deviation | 27.730197 |
---|---|
Coefficient of variation (CV) | 0.53390533 |
Kurtosis | 0.67631805 |
Mean | 51.938416 |
Median Absolute Deviation (MAD) | 17 |
Skewness | 0.93103177 |
Sum | 17711 |
Variance | 768.96384 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
54 | 11 | 3.2% |
51 | 10 | 2.9% |
49 | 10 | 2.9% |
29 | 10 | 2.9% |
41 | 9 | 2.6% |
24 | 8 | 2.3% |
37 | 7 | 2.1% |
35 | 7 | 2.1% |
52 | 7 | 2.1% |
46 | 7 | 2.1% |
Other values (93) | 255 |
Value | Count | Frequency (%) |
7 | 1 | 0.3% |
9 | 4 | |
10 | 2 | 0.6% |
12 | 3 | |
13 | 1 | 0.3% |
14 | 2 | 0.6% |
15 | 1 | 0.3% |
16 | 3 | |
17 | 5 | |
18 | 3 |
Value | Count | Frequency (%) |
155 | 1 | |
148 | 1 | |
143 | 1 | |
129 | 2 | |
122 | 1 | |
121 | 1 | |
118 | 1 | |
117 | 1 | |
116 | 1 | |
112 | 2 |
일반형일자리인원수(명)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 73 |
---|---|
Distinct (%) | 21.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 31.249267 |
Minimum | 2 |
---|---|
Maximum | 151 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.1 KiB |
Quantile statistics
Minimum | 2 |
---|---|
5-th percentile | 10 |
Q1 | 17 |
median | 26 |
Q3 | 39 |
95-th percentile | 68 |
Maximum | 151 |
Range | 149 |
Interquartile range (IQR) | 22 |
Descriptive statistics
Standard deviation | 19.912589 |
---|---|
Coefficient of variation (CV) | 0.63721781 |
Kurtosis | 5.4187585 |
Mean | 31.249267 |
Median Absolute Deviation (MAD) | 11 |
Skewness | 1.8346832 |
Sum | 10656 |
Variance | 396.51121 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
21 | 14 | 4.1% |
26 | 13 | 3.8% |
13 | 12 | 3.5% |
14 | 12 | 3.5% |
15 | 11 | 3.2% |
20 | 11 | 3.2% |
24 | 11 | 3.2% |
36 | 10 | 2.9% |
11 | 10 | 2.9% |
25 | 10 | 2.9% |
Other values (63) | 227 |
Value | Count | Frequency (%) |
2 | 1 | 0.3% |
6 | 2 | 0.6% |
7 | 1 | 0.3% |
8 | 5 | |
9 | 5 | |
10 | 6 | |
11 | 10 | |
12 | 6 | |
13 | 12 | |
14 | 12 |
Value | Count | Frequency (%) |
151 | 1 | |
115 | 1 | |
113 | 1 | |
100 | 1 | |
99 | 1 | |
98 | 1 | |
84 | 1 | |
82 | 1 | |
80 | 2 | |
78 | 1 |
시간제일자리인원수(명)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 40 |
---|---|
Distinct (%) | 11.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 11.375367 |
Minimum | 0 |
---|---|
Maximum | 48 |
Zeros | 1 |
Zeros (%) | 0.3% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.1 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 3 |
Q1 | 5 |
median | 9 |
Q3 | 14 |
95-th percentile | 29 |
Maximum | 48 |
Range | 48 |
Interquartile range (IQR) | 9 |
Descriptive statistics
Standard deviation | 8.6833094 |
---|---|
Coefficient of variation (CV) | 0.76334326 |
Kurtosis | 3.1340694 |
Mean | 11.375367 |
Median Absolute Deviation (MAD) | 4 |
Skewness | 1.7160619 |
Sum | 3879 |
Variance | 75.399862 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
5 | 33 | 9.7% |
7 | 28 | 8.2% |
10 | 26 | 7.6% |
6 | 25 | 7.3% |
4 | 22 | 6.5% |
11 | 21 | 6.2% |
12 | 21 | 6.2% |
3 | 19 | 5.6% |
9 | 18 | 5.3% |
8 | 13 | 3.8% |
Other values (30) | 115 |
Value | Count | Frequency (%) |
0 | 1 | 0.3% |
1 | 3 | 0.9% |
2 | 12 | 3.5% |
3 | 19 | |
4 | 22 | |
5 | 33 | |
6 | 25 | |
7 | 28 | |
8 | 13 | 3.8% |
9 | 18 |
Value | Count | Frequency (%) |
48 | 1 | 0.3% |
42 | 2 | |
41 | 3 | |
40 | 4 | |
37 | 1 | 0.3% |
36 | 1 | 0.3% |
34 | 1 | 0.3% |
33 | 1 | 0.3% |
32 | 1 | 0.3% |
30 | 1 | 0.3% |
기준년도 | 시군명 | 성별 | 총계(명) | 복지일자리인원수(명) | 일반형일자리인원수(명) | 시간제일자리인원수(명) | |
---|---|---|---|---|---|---|---|
기준년도 | 1.000 | 0.000 | 0.779 | 0.288 | 0.227 | 0.327 | 0.042 |
시군명 | 0.000 | 1.000 | 0.000 | 0.670 | 0.711 | 0.668 | 0.749 |
성별 | 0.779 | 0.000 | 1.000 | 0.446 | 0.477 | 0.558 | 0.238 |
총계(명) | 0.288 | 0.670 | 0.446 | 1.000 | 0.935 | 0.800 | 0.871 |
복지일자리인원수(명) | 0.227 | 0.711 | 0.477 | 0.935 | 1.000 | 0.686 | 0.849 |
일반형일자리인원수(명) | 0.327 | 0.668 | 0.558 | 0.800 | 0.686 | 1.000 | 0.689 |
시간제일자리인원수(명) | 0.042 | 0.749 | 0.238 | 0.871 | 0.849 | 0.689 | 1.000 |
시군명 | 성별 | |
---|---|---|
시군명 | 1.000 | 0.000 |
성별 | 0.000 | 1.000 |
기준년도 | 총계(명) | 복지일자리인원수(명) | 일반형일자리인원수(명) | 시간제일자리인원수(명) | 시군명 | 성별 | |
---|---|---|---|---|---|---|---|
기준년도 | 1.000 | -0.060 | -0.065 | -0.113 | 0.101 | 0.000 | 0.471 |
총계(명) | -0.060 | 1.000 | 0.952 | 0.920 | 0.835 | 0.296 | 0.297 |
복지일자리인원수(명) | -0.065 | 0.952 | 1.000 | 0.782 | 0.698 | 0.325 | 0.327 |
일반형일자리인원수(명) | -0.113 | 0.920 | 0.782 | 1.000 | 0.810 | 0.309 | 0.292 |
시간제일자리인원수(명) | 0.101 | 0.835 | 0.698 | 0.810 | 1.000 | 0.360 | 0.143 |
시군명 | 0.000 | 0.296 | 0.325 | 0.309 | 0.360 | 1.000 | 0.000 |
성별 | 0.471 | 0.297 | 0.327 | 0.292 | 0.143 | 0.000 | 1.000 |
기준년도 | 시군명 | 성별 | 총계(명) | 복지일자리인원수(명) | 일반형일자리인원수(명) | 시간제일자리인원수(명) | |
---|---|---|---|---|---|---|---|
0 | 2023 | 가평군 | 총계 | 56 | 40 | 12 | 4 |
1 | 2023 | 가평군 | 여성 | 25 | 16 | 6 | 3 |
2 | 2023 | 가평군 | 남성 | 31 | 24 | 6 | 1 |
3 | 2023 | 고양시 | 여성 | 100 | 48 | 31 | 21 |
4 | 2023 | 고양시 | 총계 | 226 | 116 | 69 | 41 |
5 | 2023 | 고양시 | 남성 | 126 | 68 | 38 | 20 |
6 | 2023 | 과천시 | 총계 | 76 | 52 | 20 | 4 |
7 | 2023 | 과천시 | 여성 | 35 | 25 | 10 | 0 |
8 | 2023 | 과천시 | 남성 | 41 | 27 | 10 | 4 |
9 | 2023 | 광명시 | 총계 | 150 | 84 | 46 | 20 |
기준년도 | 시군명 | 성별 | 총계(명) | 복지일자리인원수(명) | 일반형일자리인원수(명) | 시간제일자리인원수(명) | |
---|---|---|---|---|---|---|---|
331 | 2017 | 오산시 | 총계 | 55 | 28 | 22 | 5 |
332 | 2017 | 용인시 | 총계 | 144 | 79 | 49 | 16 |
333 | 2017 | 의왕시 | 총계 | 46 | 27 | 15 | 4 |
334 | 2017 | 의정부시 | 총계 | 92 | 49 | 34 | 9 |
335 | 2017 | 이천시 | 총계 | 83 | 54 | 22 | 7 |
336 | 2017 | 파주시 | 총계 | 75 | 41 | 26 | 8 |
337 | 2017 | 평택시 | 총계 | 91 | 46 | 36 | 9 |
338 | 2017 | 포천시 | 총계 | 48 | 22 | 20 | 6 |
339 | 2017 | 하남시 | 총계 | 81 | 51 | 24 | 6 |
340 | 2017 | 화성시 | 총계 | 97 | 49 | 38 | 10 |