Dataset statistics
Number of variables | 12 |
---|---|
Number of observations | 150 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 15.8 KiB |
Average record size in memory | 107.9 B |
Variable types
Numeric | 11 |
---|---|
Categorical | 1 |
Dataset
Description | Sample |
---|---|
Author | 고려대학교 세종산학협력단 |
URL | https://www.bigdata-telecom.kr/invoke/SOKBP2603/?goodsCode=KRUEECNMYACTPOPLTN01 |
ATPT_CODE is highly overall correlated with EMPLYM_RATE and 3 other fields | High correlation |
EMPLYM_RATE is highly overall correlated with ATPT_CODE and 3 other fields | High correlation |
EMPLYM_RATE_15ABOVE_64BELOW is highly overall correlated with ATPT_CODE and 3 other fields | High correlation |
TOT_15ABOVE_POPLTN_CO is highly overall correlated with ECNMY_ACT_POPLTN_CO and 4 other fields | High correlation |
ECNMY_ACT_POPLTN_CO is highly overall correlated with TOT_15ABOVE_POPLTN_CO and 4 other fields | High correlation |
EMPYMN_MAN_CO is highly overall correlated with TOT_15ABOVE_POPLTN_CO and 4 other fields | High correlation |
UNEMPL_MAN_CO is highly overall correlated with TOT_15ABOVE_POPLTN_CO and 5 other fields | High correlation |
NON_ECNMY_ACT__POPLTN_CO is highly overall correlated with TOT_15ABOVE_POPLTN_CO and 5 other fields | High correlation |
ECNMY_ACT_PARTCPT_RATE is highly overall correlated with EMPLYM_RATE and 2 other fields | High correlation |
UNEMPL_RATE is highly overall correlated with ATPT_CODE and 2 other fields | High correlation |
ATPT_NM is highly overall correlated with ATPT_CODE and 8 other fields | High correlation |
EMPLYM_RATE has 9 (6.0%) zeros | Zeros |
EMPLYM_RATE_15ABOVE_64BELOW has 9 (6.0%) zeros | Zeros |
TOT_15ABOVE_POPLTN_CO has 9 (6.0%) zeros | Zeros |
ECNMY_ACT_POPLTN_CO has 9 (6.0%) zeros | Zeros |
EMPYMN_MAN_CO has 9 (6.0%) zeros | Zeros |
UNEMPL_MAN_CO has 9 (6.0%) zeros | Zeros |
NON_ECNMY_ACT__POPLTN_CO has 9 (6.0%) zeros | Zeros |
ECNMY_ACT_PARTCPT_RATE has 9 (6.0%) zeros | Zeros |
UNEMPL_RATE has 9 (6.0%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 06:29:37.198212 |
---|---|
Analysis finished | 2023-12-10 06:30:00.310086 |
Duration | 23.11 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
STDYY
Real number (ℝ)
Distinct | 9 |
---|---|
Distinct (%) | 6.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 201004.92 |
Minimum | 201001 |
---|---|
Maximum | 201009 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.4 KiB |
Quantile statistics
Minimum | 201001 |
---|---|
5-th percentile | 201001 |
Q1 | 201003 |
median | 201005 |
Q3 | 201007 |
95-th percentile | 201009 |
Maximum | 201009 |
Range | 8 |
Interquartile range (IQR) | 4 |
Descriptive statistics
Standard deviation | 2.5528508 |
---|---|
Coefficient of variation (CV) | 1.2700439 × 10-5 |
Kurtosis | -1.2115961 |
Mean | 201004.92 |
Median Absolute Deviation (MAD) | 2 |
Skewness | 0.016814645 |
Sum | 30150738 |
Variance | 6.517047 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
201001 | 17 | |
201002 | 17 | |
201003 | 17 | |
201004 | 17 | |
201005 | 17 | |
201006 | 17 | |
201007 | 17 | |
201008 | 17 | |
201009 | 14 |
Value | Count | Frequency (%) |
201001 | 17 | |
201002 | 17 | |
201003 | 17 | |
201004 | 17 | |
201005 | 17 | |
201006 | 17 | |
201007 | 17 | |
201008 | 17 | |
201009 | 14 |
Value | Count | Frequency (%) |
201009 | 14 | |
201008 | 17 | |
201007 | 17 | |
201006 | 17 | |
201005 | 17 | |
201004 | 17 | |
201003 | 17 | |
201002 | 17 | |
201001 | 17 |
ATPT_CODE
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 17 |
---|---|
Distinct (%) | 11.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 36.473333 |
Minimum | 11 |
---|---|
Maximum | 50 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.4 KiB |
Quantile statistics
Minimum | 11 |
---|---|
5-th percentile | 11 |
Q1 | 29 |
median | 41 |
Q3 | 45 |
95-th percentile | 49.1 |
Maximum | 50 |
Range | 39 |
Interquartile range (IQR) | 16 |
Descriptive statistics
Standard deviation | 10.254936 |
---|---|
Coefficient of variation (CV) | 0.28116257 |
Kurtosis | -0.057192817 |
Mean | 36.473333 |
Median Absolute Deviation (MAD) | 7 |
Skewness | -0.73459667 |
Sum | 5471 |
Variance | 105.16371 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
11 | 9 | 6.0% |
41 | 9 | 6.0% |
46 | 9 | 6.0% |
45 | 9 | 6.0% |
44 | 9 | 6.0% |
43 | 9 | 6.0% |
26 | 9 | 6.0% |
42 | 9 | 6.0% |
36 | 9 | 6.0% |
31 | 9 | 6.0% |
Other values (7) | 60 |
Value | Count | Frequency (%) |
11 | 9 | |
26 | 9 | |
27 | 9 | |
28 | 9 | |
29 | 9 | |
30 | 9 | |
31 | 9 | |
36 | 9 | |
41 | 9 | |
42 | 9 |
Value | Count | Frequency (%) |
50 | 8 | |
48 | 8 | |
47 | 8 | |
46 | 9 | |
45 | 9 | |
44 | 9 | |
43 | 9 | |
42 | 9 | |
41 | 9 | |
36 | 9 |
EMPLYM_RATE
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 81 |
---|---|
Distinct (%) | 54.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 55.336667 |
Minimum | 0 |
---|---|
Maximum | 65.8 |
Zeros | 9 |
Zeros (%) | 6.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 56.7 |
median | 58.4 |
Q3 | 60.6 |
95-th percentile | 64.7 |
Maximum | 65.8 |
Range | 65.8 |
Interquartile range (IQR) | 3.9 |
Descriptive statistics
Standard deviation | 14.357181 |
---|---|
Coefficient of variation (CV) | 0.2594515 |
Kurtosis | 10.84355 |
Mean | 55.336667 |
Median Absolute Deviation (MAD) | 2.15 |
Skewness | -3.4577506 |
Sum | 8300.5 |
Variance | 206.12865 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 9 | 6.0% |
59.5 | 5 | 3.3% |
57.7 | 5 | 3.3% |
57.6 | 4 | 2.7% |
57.9 | 4 | 2.7% |
59.9 | 4 | 2.7% |
58.1 | 4 | 2.7% |
61.3 | 4 | 2.7% |
60.0 | 3 | 2.0% |
62.2 | 3 | 2.0% |
Other values (71) | 105 |
Value | Count | Frequency (%) |
0.0 | 9 | |
49.6 | 1 | 0.7% |
49.7 | 1 | 0.7% |
51.7 | 1 | 0.7% |
53.4 | 1 | 0.7% |
53.7 | 1 | 0.7% |
53.9 | 3 | 2.0% |
54.1 | 2 | 1.3% |
54.3 | 1 | 0.7% |
54.5 | 1 | 0.7% |
Value | Count | Frequency (%) |
65.8 | 1 | 0.7% |
65.5 | 1 | 0.7% |
65.1 | 1 | 0.7% |
65.0 | 1 | 0.7% |
64.9 | 1 | 0.7% |
64.8 | 1 | 0.7% |
64.7 | 3 | |
64.5 | 1 | 0.7% |
64.1 | 1 | 0.7% |
63.5 | 1 | 0.7% |
EMPLYM_RATE_15ABOVE_64BELOW
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 85 |
---|---|
Distinct (%) | 56.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 59.590667 |
Minimum | 0 |
---|---|
Maximum | 69.4 |
Zeros | 9 |
Zeros (%) | 6.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 61.1 |
median | 62.7 |
Q3 | 64.7 |
95-th percentile | 68.2 |
Maximum | 69.4 |
Range | 69.4 |
Interquartile range (IQR) | 3.6 |
Descriptive statistics
Standard deviation | 15.337975 |
---|---|
Coefficient of variation (CV) | 0.25738888 |
Kurtosis | 11.286022 |
Mean | 59.590667 |
Median Absolute Deviation (MAD) | 1.95 |
Skewness | -3.5512449 |
Sum | 8938.6 |
Variance | 235.25347 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 9 | 6.0% |
62.6 | 6 | 4.0% |
62.3 | 5 | 3.3% |
61.5 | 4 | 2.7% |
60.7 | 4 | 2.7% |
66.6 | 4 | 2.7% |
61.6 | 3 | 2.0% |
62.2 | 3 | 2.0% |
63.4 | 3 | 2.0% |
60.3 | 3 | 2.0% |
Other values (75) | 106 |
Value | Count | Frequency (%) |
0.0 | 9 | |
57.2 | 1 | 0.7% |
57.7 | 1 | 0.7% |
58.1 | 1 | 0.7% |
58.8 | 1 | 0.7% |
59.2 | 1 | 0.7% |
59.4 | 1 | 0.7% |
59.5 | 2 | 1.3% |
59.6 | 1 | 0.7% |
59.7 | 3 | 2.0% |
Value | Count | Frequency (%) |
69.4 | 1 | |
69.2 | 1 | |
69.1 | 1 | |
69.0 | 1 | |
68.8 | 1 | |
68.6 | 1 | |
68.3 | 1 | |
68.2 | 2 | |
68.1 | 1 | |
68.0 | 1 |
ATPT_NM
Categorical
HIGH CORRELATION
 
Distinct | 17 |
---|---|
Distinct (%) | 11.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.3 KiB |
서울 | 9 |
---|---|
부산 | 9 |
대구 | 9 |
인천 | 9 |
광주 | 9 |
Other values (12) |
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 서울 |
---|---|
2nd row | 부산 |
3rd row | 대구 |
4th row | 인천 |
5th row | 광주 |
Common Values
Value | Count | Frequency (%) |
서울 | 9 | 6.0% |
부산 | 9 | 6.0% |
대구 | 9 | 6.0% |
인천 | 9 | 6.0% |
광주 | 9 | 6.0% |
대전 | 9 | 6.0% |
울산 | 9 | 6.0% |
세종 | 9 | 6.0% |
경기 | 9 | 6.0% |
강원 | 9 | 6.0% |
Other values (7) | 60 |
Length
Value | Count | Frequency (%) |
서울 | 9 | 6.0% |
부산 | 9 | 6.0% |
전남 | 9 | 6.0% |
전북 | 9 | 6.0% |
충남 | 9 | 6.0% |
충북 | 9 | 6.0% |
강원 | 9 | 6.0% |
경기 | 9 | 6.0% |
세종 | 9 | 6.0% |
울산 | 9 | 6.0% |
Other values (7) | 60 |
TOT_15ABOVE_POPLTN_CO
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 121 |
---|---|
Distinct (%) | 80.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2410.2267 |
Minimum | 0 |
---|---|
Maximum | 9432 |
Zeros | 9 |
Zeros (%) | 6.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 1216.25 |
median | 1470 |
Q3 | 2233.25 |
95-th percentile | 9283.45 |
Maximum | 9432 |
Range | 9432 |
Interquartile range (IQR) | 1017 |
Descriptive statistics
Standard deviation | 2528.238 |
---|---|
Coefficient of variation (CV) | 1.0489628 |
Kurtosis | 2.7819321 |
Mean | 2410.2267 |
Median Absolute Deviation (MAD) | 585 |
Skewness | 2.0142402 |
Sum | 361534 |
Variance | 6391987.6 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 9 | 6.0% |
2943 | 5 | 3.3% |
1466 | 3 | 2.0% |
434 | 3 | 2.0% |
8536 | 3 | 2.0% |
1462 | 3 | 2.0% |
883 | 2 | 1.3% |
1216 | 2 | 1.3% |
1463 | 2 | 1.3% |
2192 | 2 | 1.3% |
Other values (111) | 116 |
Value | Count | Frequency (%) |
0 | 9 | |
433 | 1 | 0.7% |
434 | 3 | 2.0% |
435 | 2 | 1.3% |
436 | 1 | 0.7% |
437 | 1 | 0.7% |
881 | 2 | 1.3% |
882 | 1 | 0.7% |
883 | 2 | 1.3% |
884 | 1 | 0.7% |
Value | Count | Frequency (%) |
9432 | 1 | |
9413 | 1 | |
9393 | 1 | |
9372 | 1 | |
9352 | 1 | |
9331 | 1 | |
9312 | 1 | |
9292 | 1 | |
9273 | 1 | |
8545 | 1 |
ECNMY_ACT_POPLTN_CO
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 129 |
---|---|
Distinct (%) | 86.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1473.4533 |
Minimum | 0 |
---|---|
Maximum | 5889 |
Zeros | 9 |
Zeros (%) | 6.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 708.75 |
median | 930.5 |
Q3 | 1448.25 |
95-th percentile | 5632.6 |
Maximum | 5889 |
Range | 5889 |
Interquartile range (IQR) | 739.5 |
Descriptive statistics
Standard deviation | 1568.4528 |
---|---|
Coefficient of variation (CV) | 1.064474 |
Kurtosis | 2.8401047 |
Mean | 1473.4533 |
Median Absolute Deviation (MAD) | 387 |
Skewness | 2.0354136 |
Sum | 221018 |
Variance | 2460044.1 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 9 | 6.0% |
287 | 4 | 2.7% |
542 | 2 | 1.3% |
931 | 2 | 1.3% |
728 | 2 | 1.3% |
289 | 2 | 1.3% |
1406 | 2 | 1.3% |
930 | 2 | 1.3% |
714 | 2 | 1.3% |
779 | 2 | 1.3% |
Other values (119) | 121 |
Value | Count | Frequency (%) |
0 | 9 | |
283 | 1 | 0.7% |
287 | 4 | |
289 | 2 | 1.3% |
292 | 1 | 0.7% |
527 | 1 | 0.7% |
531 | 1 | 0.7% |
535 | 1 | 0.7% |
542 | 2 | 1.3% |
543 | 1 | 0.7% |
Value | Count | Frequency (%) |
5889 | 1 | |
5873 | 1 | |
5856 | 1 | |
5829 | 1 | |
5819 | 1 | |
5781 | 1 | |
5699 | 1 | |
5647 | 1 | |
5615 | 1 | |
5371 | 1 |
EMPYMN_MAN_CO
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 136 |
---|---|
Distinct (%) | 90.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1416.4133 |
Minimum | 0 |
---|---|
Maximum | 5646 |
Zeros | 9 |
Zeros (%) | 6.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 683.25 |
median | 910.5 |
Q3 | 1412.25 |
95-th percentile | 5330.4 |
Maximum | 5646 |
Range | 5646 |
Interquartile range (IQR) | 729 |
Descriptive statistics
Standard deviation | 1495.2064 |
---|---|
Coefficient of variation (CV) | 1.0556286 |
Kurtosis | 2.8453531 |
Mean | 1416.4133 |
Median Absolute Deviation (MAD) | 370.5 |
Skewness | 2.0318513 |
Sum | 212462 |
Variance | 2235642.1 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 9 | 6.0% |
525 | 2 | 1.3% |
1618 | 2 | 1.3% |
283 | 2 | 1.3% |
1065 | 2 | 1.3% |
1593 | 2 | 1.3% |
1604 | 2 | 1.3% |
704 | 1 | 0.7% |
690 | 1 | 0.7% |
1369 | 1 | 0.7% |
Other values (126) | 126 |
Value | Count | Frequency (%) |
0 | 9 | |
275 | 1 | 0.7% |
280 | 1 | 0.7% |
281 | 1 | 0.7% |
282 | 1 | 0.7% |
283 | 2 | 1.3% |
285 | 1 | 0.7% |
286 | 1 | 0.7% |
505 | 1 | 0.7% |
508 | 1 | 0.7% |
Value | Count | Frequency (%) |
5646 | 1 | |
5636 | 1 | |
5633 | 1 | |
5618 | 1 | |
5603 | 1 | |
5557 | 1 | |
5441 | 1 | |
5352 | 1 | |
5304 | 1 | |
5131 | 1 |
UNEMPL_MAN_CO
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 71 |
---|---|
Distinct (%) | 47.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 57.06 |
Minimum | 0 |
---|---|
Maximum | 313 |
Zeros | 9 |
Zeros (%) | 6.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 18 |
median | 28.5 |
Q3 | 53 |
95-th percentile | 254.65 |
Maximum | 313 |
Range | 313 |
Interquartile range (IQR) | 35 |
Descriptive statistics
Standard deviation | 75.543865 |
---|---|
Coefficient of variation (CV) | 1.3239374 |
Kurtosis | 3.6756885 |
Mean | 57.06 |
Median Absolute Deviation (MAD) | 14.5 |
Skewness | 2.204231 |
Sum | 8559 |
Variance | 5706.8756 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 9 | 6.0% |
15 | 6 | 4.0% |
18 | 6 | 4.0% |
24 | 5 | 3.3% |
16 | 4 | 2.7% |
28 | 4 | 2.7% |
17 | 4 | 2.7% |
23 | 4 | 2.7% |
26 | 4 | 2.7% |
29 | 4 | 2.7% |
Other values (61) | 100 |
Value | Count | Frequency (%) |
0 | 9 | |
4 | 2 | 1.3% |
5 | 2 | 1.3% |
6 | 1 | 0.7% |
7 | 2 | 1.3% |
8 | 1 | 0.7% |
11 | 2 | 1.3% |
13 | 1 | 0.7% |
14 | 3 | 2.0% |
15 | 6 |
Value | Count | Frequency (%) |
313 | 1 | |
311 | 1 | |
305 | 1 | |
295 | 1 | |
273 | 1 | |
270 | 1 | |
258 | 1 | |
256 | 1 | |
253 | 1 | |
240 | 1 |
NON_ECNMY_ACT__POPLTN_CO
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 124 |
---|---|
Distinct (%) | 82.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 936.79333 |
Minimum | 0 |
---|---|
Maximum | 3677 |
Zeros | 9 |
Zeros (%) | 6.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 483 |
median | 605 |
Q3 | 850.5 |
95-th percentile | 3502.3 |
Maximum | 3677 |
Range | 3677 |
Interquartile range (IQR) | 367.5 |
Descriptive statistics
Standard deviation | 962.39948 |
---|---|
Coefficient of variation (CV) | 1.0273338 |
Kurtosis | 2.6631264 |
Mean | 936.79333 |
Median Absolute Deviation (MAD) | 219.5 |
Skewness | 1.9695051 |
Sum | 140519 |
Variance | 926212.76 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 9 | 6.0% |
825 | 3 | 2.0% |
531 | 3 | 2.0% |
468 | 2 | 1.3% |
517 | 2 | 1.3% |
516 | 2 | 1.3% |
820 | 2 | 1.3% |
3236 | 2 | 1.3% |
147 | 2 | 1.3% |
341 | 2 | 1.3% |
Other values (114) | 121 |
Value | Count | Frequency (%) |
0 | 9 | |
143 | 1 | 0.7% |
144 | 1 | 0.7% |
146 | 1 | 0.7% |
147 | 2 | 1.3% |
149 | 1 | 0.7% |
150 | 1 | 0.7% |
151 | 1 | 0.7% |
336 | 1 | 0.7% |
340 | 1 | 0.7% |
Value | Count | Frequency (%) |
3677 | 1 | |
3626 | 1 | |
3613 | 1 | |
3595 | 1 | |
3576 | 1 | |
3550 | 1 | |
3523 | 1 | |
3505 | 1 | |
3499 | 1 | |
3307 | 1 |
ECNMY_ACT_PARTCPT_RATE
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 84 |
---|---|
Distinct (%) | 56.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 57.260667 |
Minimum | 0 |
---|---|
Maximum | 67.1 |
Zeros | 9 |
Zeros (%) | 6.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 58.625 |
median | 60.7 |
Q3 | 62.7 |
95-th percentile | 66.01 |
Maximum | 67.1 |
Range | 67.1 |
Interquartile range (IQR) | 4.075 |
Descriptive statistics
Standard deviation | 14.793613 |
---|---|
Coefficient of variation (CV) | 0.25835559 |
Kurtosis | 11.07381 |
Mean | 57.260667 |
Median Absolute Deviation (MAD) | 2 |
Skewness | -3.5099267 |
Sum | 8589.1 |
Variance | 218.85099 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 9 | 6.0% |
62.1 | 4 | 2.7% |
60.0 | 4 | 2.7% |
62.4 | 4 | 2.7% |
66.1 | 3 | 2.0% |
63.6 | 3 | 2.0% |
62.0 | 3 | 2.0% |
59.7 | 3 | 2.0% |
57.6 | 3 | 2.0% |
60.4 | 3 | 2.0% |
Other values (74) | 111 |
Value | Count | Frequency (%) |
0.0 | 9 | |
51.8 | 1 | 0.7% |
52.4 | 1 | 0.7% |
53.6 | 1 | 0.7% |
54.9 | 1 | 0.7% |
55.6 | 1 | 0.7% |
55.7 | 1 | 0.7% |
55.9 | 2 | 1.3% |
56.3 | 1 | 0.7% |
56.5 | 1 | 0.7% |
Value | Count | Frequency (%) |
67.1 | 1 | 0.7% |
66.8 | 1 | 0.7% |
66.5 | 1 | 0.7% |
66.4 | 1 | 0.7% |
66.2 | 1 | 0.7% |
66.1 | 3 | |
65.9 | 1 | 0.7% |
65.7 | 1 | 0.7% |
65.2 | 2 | |
65.0 | 1 | 0.7% |
UNEMPL_RATE
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 43 |
---|---|
Distinct (%) | 28.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.17 |
Minimum | 0 |
---|---|
Maximum | 6.4 |
Zeros | 9 |
Zeros (%) | 6.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 2.125 |
median | 3.3 |
Q3 | 4.2 |
95-th percentile | 5.2 |
Maximum | 6.4 |
Range | 6.4 |
Interquartile range (IQR) | 2.075 |
Descriptive statistics
Standard deviation | 1.3858707 |
---|---|
Coefficient of variation (CV) | 0.43718318 |
Kurtosis | 0.041466692 |
Mean | 3.17 |
Median Absolute Deviation (MAD) | 1 |
Skewness | -0.26113894 |
Sum | 475.5 |
Variance | 1.9206376 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4.3 | 9 | 6.0% |
0.0 | 9 | 6.0% |
3.6 | 7 | 4.7% |
1.9 | 6 | 4.0% |
2.0 | 6 | 4.0% |
3.9 | 6 | 4.0% |
4.2 | 5 | 3.3% |
2.1 | 5 | 3.3% |
1.8 | 5 | 3.3% |
3.3 | 5 | 3.3% |
Other values (33) | 87 |
Value | Count | Frequency (%) |
0.0 | 9 | |
1.4 | 2 | 1.3% |
1.5 | 3 | 2.0% |
1.6 | 1 | 0.7% |
1.7 | 1 | 0.7% |
1.8 | 5 | |
1.9 | 6 | |
2.0 | 6 | |
2.1 | 5 | |
2.2 | 4 |
Value | Count | Frequency (%) |
6.4 | 1 | 0.7% |
6.2 | 2 | |
6.0 | 1 | 0.7% |
5.8 | 1 | 0.7% |
5.5 | 2 | |
5.2 | 2 | |
5.1 | 1 | 0.7% |
5.0 | 2 | |
4.9 | 2 | |
4.8 | 3 |
STDYY | ATPT_CODE | EMPLYM_RATE | EMPLYM_RATE_15ABOVE_64BELOW | ATPT_NM | TOT_15ABOVE_POPLTN_CO | ECNMY_ACT_POPLTN_CO | EMPYMN_MAN_CO | UNEMPL_MAN_CO | NON_ECNMY_ACT__POPLTN_CO | ECNMY_ACT_PARTCPT_RATE | UNEMPL_RATE | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
STDYY | 1.000 | 0.000 | 0.267 | 0.086 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.071 |
ATPT_CODE | 0.000 | 1.000 | 0.934 | 0.864 | 1.000 | 0.909 | 0.838 | 0.861 | 0.673 | 0.936 | 0.934 | 0.722 |
EMPLYM_RATE | 0.267 | 0.934 | 1.000 | 0.786 | 0.893 | 0.414 | 0.407 | 0.397 | 0.203 | 0.495 | 0.998 | 0.765 |
EMPLYM_RATE_15ABOVE_64BELOW | 0.086 | 0.864 | 0.786 | 1.000 | 0.947 | 0.517 | 0.469 | 0.458 | 0.258 | 0.770 | 0.783 | 0.958 |
ATPT_NM | 0.000 | 1.000 | 0.893 | 0.947 | 1.000 | 1.000 | 0.958 | 0.974 | 0.835 | 1.000 | 0.909 | 0.791 |
TOT_15ABOVE_POPLTN_CO | 0.000 | 0.909 | 0.414 | 0.517 | 1.000 | 1.000 | 0.991 | 0.991 | 0.769 | 1.000 | 0.488 | 0.581 |
ECNMY_ACT_POPLTN_CO | 0.000 | 0.838 | 0.407 | 0.469 | 0.958 | 0.991 | 1.000 | 0.997 | 0.806 | 0.926 | 0.447 | 0.658 |
EMPYMN_MAN_CO | 0.000 | 0.861 | 0.397 | 0.458 | 0.974 | 0.991 | 0.997 | 1.000 | 0.784 | 0.949 | 0.447 | 0.600 |
UNEMPL_MAN_CO | 0.000 | 0.673 | 0.203 | 0.258 | 0.835 | 0.769 | 0.806 | 0.784 | 1.000 | 0.789 | 0.203 | 0.662 |
NON_ECNMY_ACT__POPLTN_CO | 0.000 | 0.936 | 0.495 | 0.770 | 1.000 | 1.000 | 0.926 | 0.949 | 0.789 | 1.000 | 0.577 | 0.604 |
ECNMY_ACT_PARTCPT_RATE | 0.000 | 0.934 | 0.998 | 0.783 | 0.909 | 0.488 | 0.447 | 0.447 | 0.203 | 0.577 | 1.000 | 0.742 |
UNEMPL_RATE | 0.071 | 0.722 | 0.765 | 0.958 | 0.791 | 0.581 | 0.658 | 0.600 | 0.662 | 0.604 | 0.742 | 1.000 |
STDYY | ATPT_CODE | EMPLYM_RATE | EMPLYM_RATE_15ABOVE_64BELOW | TOT_15ABOVE_POPLTN_CO | ECNMY_ACT_POPLTN_CO | EMPYMN_MAN_CO | UNEMPL_MAN_CO | NON_ECNMY_ACT__POPLTN_CO | ECNMY_ACT_PARTCPT_RATE | UNEMPL_RATE | ATPT_NM | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
STDYY | 1.000 | -0.045 | 0.288 | 0.216 | 0.051 | 0.053 | 0.064 | -0.155 | -0.065 | 0.220 | -0.352 | 0.000 |
ATPT_CODE | -0.045 | 1.000 | 0.501 | 0.549 | -0.234 | -0.220 | -0.214 | -0.470 | -0.274 | 0.400 | -0.588 | 0.968 |
EMPLYM_RATE | 0.288 | 0.501 | 1.000 | 0.961 | 0.131 | 0.186 | 0.190 | -0.075 | -0.013 | 0.975 | -0.265 | 0.705 |
EMPLYM_RATE_15ABOVE_64BELOW | 0.216 | 0.549 | 0.961 | 1.000 | 0.204 | 0.257 | 0.261 | -0.029 | 0.068 | 0.936 | -0.261 | 0.841 |
TOT_15ABOVE_POPLTN_CO | 0.051 | -0.234 | 0.131 | 0.204 | 1.000 | 0.990 | 0.990 | 0.869 | 0.972 | 0.204 | 0.477 | 0.958 |
ECNMY_ACT_POPLTN_CO | 0.053 | -0.220 | 0.186 | 0.257 | 0.990 | 1.000 | 0.999 | 0.858 | 0.953 | 0.257 | 0.452 | 0.844 |
EMPYMN_MAN_CO | 0.064 | -0.214 | 0.190 | 0.261 | 0.990 | 0.999 | 1.000 | 0.851 | 0.953 | 0.259 | 0.439 | 0.888 |
UNEMPL_MAN_CO | -0.155 | -0.470 | -0.075 | -0.029 | 0.869 | 0.858 | 0.851 | 1.000 | 0.912 | 0.064 | 0.824 | 0.555 |
NON_ECNMY_ACT__POPLTN_CO | -0.065 | -0.274 | -0.013 | 0.068 | 0.972 | 0.953 | 0.953 | 0.912 | 1.000 | 0.072 | 0.576 | 0.961 |
ECNMY_ACT_PARTCPT_RATE | 0.220 | 0.400 | 0.975 | 0.936 | 0.204 | 0.257 | 0.259 | 0.064 | 0.072 | 1.000 | -0.104 | 0.735 |
UNEMPL_RATE | -0.352 | -0.588 | -0.265 | -0.261 | 0.477 | 0.452 | 0.439 | 0.824 | 0.576 | -0.104 | 1.000 | 0.448 |
ATPT_NM | 0.000 | 0.968 | 0.705 | 0.841 | 0.958 | 0.844 | 0.888 | 0.555 | 0.961 | 0.735 | 0.448 | 1.000 |
STDYY | ATPT_CODE | EMPLYM_RATE | EMPLYM_RATE_15ABOVE_64BELOW | ATPT_NM | TOT_15ABOVE_POPLTN_CO | ECNMY_ACT_POPLTN_CO | EMPYMN_MAN_CO | UNEMPL_MAN_CO | NON_ECNMY_ACT__POPLTN_CO | ECNMY_ACT_PARTCPT_RATE | UNEMPL_RATE | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 201001 | 11 | 57.6 | 62.1 | 서울 | 8537 | 5230 | 4918 | 313 | 3307 | 61.3 | 6.0 |
1 | 201001 | 26 | 54.1 | 59.7 | 부산 | 2943 | 1675 | 1593 | 81 | 1268 | 56.9 | 4.8 |
2 | 201001 | 27 | 55.6 | 60.9 | 대구 | 2035 | 1207 | 1132 | 75 | 828 | 59.3 | 6.2 |
3 | 201001 | 28 | 57.9 | 62.8 | 인천 | 2216 | 1367 | 1282 | 85 | 849 | 61.7 | 6.2 |
4 | 201001 | 29 | 55.7 | 60.0 | 광주 | 1186 | 693 | 661 | 32 | 493 | 58.4 | 4.7 |
5 | 201001 | 30 | 55.1 | 59.7 | 대전 | 1223 | 708 | 674 | 34 | 515 | 57.9 | 4.8 |
6 | 201001 | 31 | 57.7 | 60.7 | 울산 | 881 | 531 | 508 | 23 | 350 | 60.3 | 4.3 |
7 | 201001 | 36 | 0.0 | 0.0 | 세종 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 |
8 | 201001 | 41 | 57.7 | 62.8 | 경기 | 9273 | 5647 | 5352 | 295 | 3626 | 60.9 | 5.2 |
9 | 201001 | 42 | 49.7 | 57.7 | 강원 | 1215 | 636 | 604 | 32 | 579 | 52.4 | 5.0 |
STDYY | ATPT_CODE | EMPLYM_RATE | EMPLYM_RATE_15ABOVE_64BELOW | ATPT_NM | TOT_15ABOVE_POPLTN_CO | ECNMY_ACT_POPLTN_CO | EMPYMN_MAN_CO | UNEMPL_MAN_CO | NON_ECNMY_ACT__POPLTN_CO | ECNMY_ACT_PARTCPT_RATE | UNEMPL_RATE | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
140 | 201009 | 29 | 57.1 | 61.0 | 광주 | 1199 | 704 | 684 | 20 | 495 | 58.7 | 2.9 |
141 | 201009 | 30 | 56.7 | 60.7 | 대전 | 1233 | 717 | 699 | 18 | 516 | 58.2 | 2.5 |
142 | 201009 | 31 | 59.3 | 62.2 | 울산 | 889 | 545 | 527 | 18 | 344 | 61.3 | 3.3 |
143 | 201009 | 36 | 0.0 | 0.0 | 세종 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 |
144 | 201009 | 41 | 59.9 | 64.2 | 경기 | 9432 | 5856 | 5646 | 210 | 3576 | 62.1 | 3.6 |
145 | 201009 | 42 | 58.1 | 62.6 | 강원 | 1223 | 728 | 711 | 17 | 495 | 59.5 | 2.4 |
146 | 201009 | 43 | 60.8 | 65.7 | 충북 | 1254 | 779 | 763 | 16 | 475 | 62.1 | 2.0 |
147 | 201009 | 44 | 62.0 | 66.6 | 충남 | 1717 | 1101 | 1065 | 36 | 616 | 64.1 | 3.3 |
148 | 201009 | 45 | 57.6 | 61.5 | 전북 | 1477 | 869 | 851 | 18 | 608 | 58.9 | 2.1 |
149 | 201009 | 46 | 61.9 | 66.7 | 전남 | 1466 | 925 | 908 | 17 | 541 | 63.1 | 1.9 |