Dataset statistics
Number of variables | 15 |
---|---|
Number of observations | 470 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 34 |
Duplicate rows (%) | 7.2% |
Total size in memory | 61.2 KiB |
Average record size in memory | 133.3 B |
Variable types
Text | 1 |
---|---|
Numeric | 13 |
DateTime | 1 |
Dataset
Description | 인천광역시 중구 산업중분류에 따른 종사자 규모 및 읍면동별 사업체수, 종사자수 정보입니다.(2019년 기준 사업체 조사 보고서) |
---|---|
Author | 인천광역시 |
URL | https://www.incheon.go.kr/data/DATA010201/view?docId=15059876 |
데이터기준일자 has constant value "" | Constant |
Dataset has 34 (7.2%) duplicate rows | Duplicates |
중구 is highly overall correlated with 연안동 and 11 other fields | High correlation |
연안동 is highly overall correlated with 중구 and 11 other fields | High correlation |
신포동 is highly overall correlated with 중구 and 11 other fields | High correlation |
신흥동 is highly overall correlated with 중구 and 11 other fields | High correlation |
도원동 is highly overall correlated with 중구 and 11 other fields | High correlation |
율목동 is highly overall correlated with 중구 and 11 other fields | High correlation |
동인천동 is highly overall correlated with 중구 and 11 other fields | High correlation |
북성동 is highly overall correlated with 중구 and 11 other fields | High correlation |
송월동 is highly overall correlated with 중구 and 11 other fields | High correlation |
용유동 is highly overall correlated with 중구 and 11 other fields | High correlation |
운서동 is highly overall correlated with 중구 and 11 other fields | High correlation |
영종동 is highly overall correlated with 중구 and 11 other fields | High correlation |
영종1동 is highly overall correlated with 중구 and 11 other fields | High correlation |
중구 has 154 (32.8%) zeros | Zeros |
연안동 has 255 (54.3%) zeros | Zeros |
신포동 has 267 (56.8%) zeros | Zeros |
신흥동 has 239 (50.9%) zeros | Zeros |
도원동 has 348 (74.0%) zeros | Zeros |
율목동 has 338 (71.9%) zeros | Zeros |
동인천동 has 289 (61.5%) zeros | Zeros |
북성동 has 328 (69.8%) zeros | Zeros |
송월동 has 369 (78.5%) zeros | Zeros |
용유동 has 310 (66.0%) zeros | Zeros |
운서동 has 265 (56.4%) zeros | Zeros |
영종동 has 278 (59.1%) zeros | Zeros |
영종1동 has 339 (72.1%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-11 01:46:13.414416 |
---|---|
Analysis finished | 2023-12-11 01:46:34.155525 |
Duration | 20.74 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
사업중분류
Text
Distinct | 98 |
---|---|
Distinct (%) | 20.9% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 3.8 KiB |
Value | Count | Frequency (%) |
회사법인 | 94 | |
회사이외의 | 94 | |
법인 | 94 | |
비법인단체 | 94 | |
개인사업체 | 94 | |
및 | 52 | 6.5% |
제조업 | 23 | 2.9% |
서비스업 | 13 | 1.6% |
제외 | 6 | 0.8% |
운송업 | 3 | 0.4% |
Other values (210) | 233 |
Most occurring characters
Value | Count | Frequency (%) |
인 | 381 | 10.7% |
330 | 9.3% | |
사 | 291 | 8.2% |
법 | 282 | 7.9% |
회 | 194 | 5.4% |
업 | 194 | 5.4% |
체 | 192 | 5.4% |
비 | 122 | 3.4% |
외 | 101 | 2.8% |
의 | 101 | 2.8% |
Other values (190) | 1374 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 2811 | |
Space Separator | 330 | 9.3% |
Decimal Number | 217 | 6.1% |
Other Punctuation | 130 | 3.6% |
Uppercase Letter | 21 | 0.6% |
Close Punctuation | 19 | 0.5% |
Open Punctuation | 19 | 0.5% |
Math Symbol | 15 | 0.4% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
인 | 381 | |
사 | 291 | 10.4% |
법 | 282 | 10.0% |
회 | 194 | 6.9% |
업 | 194 | 6.9% |
체 | 192 | 6.8% |
비 | 122 | 4.3% |
외 | 101 | 3.6% |
의 | 101 | 3.6% |
개 | 99 | 3.5% |
Other values (153) | 854 |
Uppercase Letter
Value | Count | Frequency (%) |
T | 2 | 9.5% |
S | 1 | 4.8% |
J | 1 | 4.8% |
H | 1 | 4.8% |
O | 1 | 4.8% |
L | 1 | 4.8% |
R | 1 | 4.8% |
K | 1 | 4.8% |
Q | 1 | 4.8% |
P | 1 | 4.8% |
Other values (10) | 10 |
Decimal Number
Value | Count | Frequency (%) |
6 | 28 | |
5 | 26 | |
1 | 24 | |
3 | 23 | |
4 | 23 | |
0 | 21 | |
2 | 20 | |
7 | 19 | |
8 | 17 | |
9 | 16 |
Other Punctuation
Value | Count | Frequency (%) |
. | 93 | |
, | 30 | 23.1% |
; | 7 | 5.4% |
Space Separator
Value | Count | Frequency (%) |
330 |
Close Punctuation
Value | Count | Frequency (%) |
) | 19 |
Open Punctuation
Value | Count | Frequency (%) |
( | 19 |
Math Symbol
Value | Count | Frequency (%) |
~ | 15 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 2811 | |
Common | 730 | 20.5% |
Latin | 21 | 0.6% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
인 | 381 | |
사 | 291 | 10.4% |
법 | 282 | 10.0% |
회 | 194 | 6.9% |
업 | 194 | 6.9% |
체 | 192 | 6.8% |
비 | 122 | 4.3% |
외 | 101 | 3.6% |
의 | 101 | 3.6% |
개 | 99 | 3.5% |
Other values (153) | 854 |
Latin
Value | Count | Frequency (%) |
T | 2 | 9.5% |
S | 1 | 4.8% |
J | 1 | 4.8% |
H | 1 | 4.8% |
O | 1 | 4.8% |
L | 1 | 4.8% |
R | 1 | 4.8% |
K | 1 | 4.8% |
Q | 1 | 4.8% |
P | 1 | 4.8% |
Other values (10) | 10 |
Common
Value | Count | Frequency (%) |
330 | ||
. | 93 | 12.7% |
, | 30 | 4.1% |
6 | 28 | 3.8% |
5 | 26 | 3.6% |
1 | 24 | 3.3% |
3 | 23 | 3.2% |
4 | 23 | 3.2% |
0 | 21 | 2.9% |
2 | 20 | 2.7% |
Other values (7) | 112 | 15.3% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 2810 | |
ASCII | 751 | 21.1% |
Compat Jamo | 1 | < 0.1% |
Most frequent character per block
Hangul
Value | Count | Frequency (%) |
인 | 381 | |
사 | 291 | 10.4% |
법 | 282 | 10.0% |
회 | 194 | 6.9% |
업 | 194 | 6.9% |
체 | 192 | 6.8% |
비 | 122 | 4.3% |
외 | 101 | 3.6% |
의 | 101 | 3.6% |
개 | 99 | 3.5% |
Other values (152) | 853 |
ASCII
Value | Count | Frequency (%) |
330 | ||
. | 93 | 12.4% |
, | 30 | 4.0% |
6 | 28 | 3.7% |
5 | 26 | 3.5% |
1 | 24 | 3.2% |
3 | 23 | 3.1% |
4 | 23 | 3.1% |
0 | 21 | 2.8% |
2 | 20 | 2.7% |
Other values (27) | 133 |
Compat Jamo
Value | Count | Frequency (%) |
ㆍ | 1 |
중구
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 129 |
---|---|
Distinct (%) | 27.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 169.67234 |
Minimum | 0 |
---|---|
Maximum | 13291 |
Zeros | 154 |
Zeros (%) | 32.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 4.3 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 4 |
Q3 | 40.75 |
95-th percentile | 520.85 |
Maximum | 13291 |
Range | 13291 |
Interquartile range (IQR) | 40.75 |
Descriptive statistics
Standard deviation | 868.00227 |
---|---|
Coefficient of variation (CV) | 5.1157559 |
Kurtosis | 146.61617 |
Mean | 169.67234 |
Median Absolute Deviation (MAD) | 4 |
Skewness | 11.071126 |
Sum | 79746 |
Variance | 753427.95 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 154 | |
1 | 34 | 7.2% |
4 | 18 | 3.8% |
3 | 18 | 3.8% |
2 | 16 | 3.4% |
10 | 11 | 2.3% |
5 | 10 | 2.1% |
8 | 9 | 1.9% |
9 | 9 | 1.9% |
6 | 7 | 1.5% |
Other values (119) | 184 |
Value | Count | Frequency (%) |
0 | 154 | |
1 | 34 | 7.2% |
2 | 16 | 3.4% |
3 | 18 | 3.8% |
4 | 18 | 3.8% |
5 | 10 | 2.1% |
6 | 7 | 1.5% |
7 | 6 | 1.3% |
8 | 9 | 1.9% |
9 | 9 | 1.9% |
Value | Count | Frequency (%) |
13291 | 1 | |
9962 | 1 | |
3617 | 1 | |
3053 | 1 | |
2989 | 1 | |
2743 | 1 | |
2734 | 1 | |
2553 | 1 | |
2523 | 1 | |
2451 | 1 |
연안동
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 63 |
---|---|
Distinct (%) | 13.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 28.953191 |
Minimum | 0 |
---|---|
Maximum | 2268 |
Zeros | 255 |
Zeros (%) | 54.3% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 4.3 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 5 |
95-th percentile | 97.6 |
Maximum | 2268 |
Range | 2268 |
Interquartile range (IQR) | 5 |
Descriptive statistics
Standard deviation | 157.95413 |
---|---|
Coefficient of variation (CV) | 5.4554998 |
Kurtosis | 117.13572 |
Mean | 28.953191 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 9.922986 |
Sum | 13608 |
Variance | 24949.507 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 255 | |
1 | 47 | 10.0% |
2 | 23 | 4.9% |
4 | 13 | 2.8% |
3 | 13 | 2.8% |
5 | 12 | 2.6% |
10 | 10 | 2.1% |
6 | 9 | 1.9% |
7 | 7 | 1.5% |
8 | 7 | 1.5% |
Other values (53) | 74 | 15.7% |
Value | Count | Frequency (%) |
0 | 255 | |
1 | 47 | 10.0% |
2 | 23 | 4.9% |
3 | 13 | 2.8% |
4 | 13 | 2.8% |
5 | 12 | 2.6% |
6 | 9 | 1.9% |
7 | 7 | 1.5% |
8 | 7 | 1.5% |
9 | 2 | 0.4% |
Value | Count | Frequency (%) |
2268 | 1 | |
1669 | 1 | |
1117 | 1 | |
884 | 1 | |
611 | 1 | |
532 | 1 | |
494 | 1 | |
447 | 1 | |
427 | 1 | |
425 | 1 |
신포동
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 59 |
---|---|
Distinct (%) | 12.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 20.910638 |
Minimum | 0 |
---|---|
Maximum | 1638 |
Zeros | 267 |
Zeros (%) | 56.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 4.3 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 5 |
95-th percentile | 58.4 |
Maximum | 1638 |
Range | 1638 |
Interquartile range (IQR) | 5 |
Descriptive statistics
Standard deviation | 111.85576 |
---|---|
Coefficient of variation (CV) | 5.3492273 |
Kurtosis | 129.36429 |
Mean | 20.910638 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 10.415673 |
Sum | 9828 |
Variance | 12511.711 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 267 | |
1 | 46 | 9.8% |
3 | 12 | 2.6% |
4 | 10 | 2.1% |
5 | 10 | 2.1% |
2 | 10 | 2.1% |
12 | 8 | 1.7% |
10 | 7 | 1.5% |
11 | 7 | 1.5% |
6 | 7 | 1.5% |
Other values (49) | 86 | 18.3% |
Value | Count | Frequency (%) |
0 | 267 | |
1 | 46 | 9.8% |
2 | 10 | 2.1% |
3 | 12 | 2.6% |
4 | 10 | 2.1% |
5 | 10 | 2.1% |
6 | 7 | 1.5% |
7 | 3 | 0.6% |
8 | 5 | 1.1% |
9 | 6 | 1.3% |
Value | Count | Frequency (%) |
1638 | 1 | |
1281 | 1 | |
474 | 1 | |
468 | 1 | |
453 | 1 | |
447 | 1 | |
434 | 1 | |
419 | 1 | |
373 | 1 | |
352 | 1 |
신흥동
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 73 |
---|---|
Distinct (%) | 15.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 28.73617 |
Minimum | 0 |
---|---|
Maximum | 2251 |
Zeros | 239 |
Zeros (%) | 50.9% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 4.3 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 6 |
95-th percentile | 110.05 |
Maximum | 2251 |
Range | 2251 |
Interquartile range (IQR) | 6 |
Descriptive statistics
Standard deviation | 149.24247 |
---|---|
Coefficient of variation (CV) | 5.1935409 |
Kurtosis | 132.3646 |
Mean | 28.73617 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 10.464443 |
Sum | 13506 |
Variance | 22273.316 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 239 | |
1 | 46 | 9.8% |
2 | 36 | 7.7% |
3 | 17 | 3.6% |
9 | 9 | 1.9% |
6 | 8 | 1.7% |
7 | 6 | 1.3% |
13 | 5 | 1.1% |
14 | 4 | 0.9% |
19 | 4 | 0.9% |
Other values (63) | 96 |
Value | Count | Frequency (%) |
0 | 239 | |
1 | 46 | 9.8% |
2 | 36 | 7.7% |
3 | 17 | 3.6% |
4 | 3 | 0.6% |
5 | 4 | 0.9% |
6 | 8 | 1.7% |
7 | 6 | 1.3% |
8 | 4 | 0.9% |
9 | 9 | 1.9% |
Value | Count | Frequency (%) |
2251 | 1 | |
1569 | 1 | |
908 | 1 | |
624 | 1 | |
621 | 1 | |
562 | 1 | |
530 | 1 | |
528 | 1 | |
371 | 1 | |
268 | 1 |
도원동
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 32 |
---|---|
Distinct (%) | 6.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.3829787 |
Minimum | 0 |
---|---|
Maximum | 265 |
Zeros | 348 |
Zeros (%) | 74.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 4.3 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 1 |
95-th percentile | 18.55 |
Maximum | 265 |
Range | 265 |
Interquartile range (IQR) | 1 |
Descriptive statistics
Standard deviation | 17.327835 |
---|---|
Coefficient of variation (CV) | 5.1220644 |
Kurtosis | 160.9043 |
Mean | 3.3829787 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 11.770496 |
Sum | 1590 |
Variance | 300.25387 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 348 | |
1 | 30 | 6.4% |
2 | 26 | 5.5% |
6 | 6 | 1.3% |
4 | 6 | 1.3% |
11 | 5 | 1.1% |
3 | 5 | 1.1% |
9 | 4 | 0.9% |
22 | 4 | 0.9% |
5 | 4 | 0.9% |
Other values (22) | 32 | 6.8% |
Value | Count | Frequency (%) |
0 | 348 | |
1 | 30 | 6.4% |
2 | 26 | 5.5% |
3 | 5 | 1.1% |
4 | 6 | 1.3% |
5 | 4 | 0.9% |
6 | 6 | 1.3% |
7 | 2 | 0.4% |
8 | 3 | 0.6% |
9 | 4 | 0.9% |
Value | Count | Frequency (%) |
265 | 1 | |
218 | 1 | |
67 | 1 | |
54 | 1 | |
49 | 1 | |
38 | 1 | |
37 | 1 | |
35 | 2 | |
33 | 2 | |
32 | 2 |
율목동
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 26 |
---|---|
Distinct (%) | 5.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.4382979 |
Minimum | 0 |
---|---|
Maximum | 191 |
Zeros | 338 |
Zeros (%) | 71.9% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 4.3 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 1 |
95-th percentile | 10.55 |
Maximum | 191 |
Range | 191 |
Interquartile range (IQR) | 1 |
Descriptive statistics
Standard deviation | 12.53938 |
---|---|
Coefficient of variation (CV) | 5.1426778 |
Kurtosis | 163.3283 |
Mean | 2.4382979 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 11.909474 |
Sum | 1146 |
Variance | 157.23606 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 338 | |
1 | 43 | 9.1% |
2 | 25 | 5.3% |
3 | 11 | 2.3% |
4 | 8 | 1.7% |
5 | 7 | 1.5% |
7 | 5 | 1.1% |
6 | 5 | 1.1% |
13 | 3 | 0.6% |
29 | 3 | 0.6% |
Other values (16) | 22 | 4.7% |
Value | Count | Frequency (%) |
0 | 338 | |
1 | 43 | 9.1% |
2 | 25 | 5.3% |
3 | 11 | 2.3% |
4 | 8 | 1.7% |
5 | 7 | 1.5% |
6 | 5 | 1.1% |
7 | 5 | 1.1% |
8 | 1 | 0.2% |
9 | 2 | 0.4% |
Value | Count | Frequency (%) |
191 | 1 | 0.2% |
161 | 1 | 0.2% |
40 | 2 | |
29 | 3 | |
28 | 1 | 0.2% |
27 | 1 | 0.2% |
26 | 2 | |
24 | 2 | |
23 | 1 | 0.2% |
22 | 1 | 0.2% |
동인천동
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 52 |
---|---|
Distinct (%) | 11.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 16.506383 |
Minimum | 0 |
---|---|
Maximum | 1293 |
Zeros | 289 |
Zeros (%) | 61.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 4.3 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 2 |
95-th percentile | 44 |
Maximum | 1293 |
Range | 1293 |
Interquartile range (IQR) | 2 |
Descriptive statistics
Standard deviation | 94.792192 |
---|---|
Coefficient of variation (CV) | 5.7427598 |
Kurtosis | 116.15769 |
Mean | 16.506383 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 10.026105 |
Sum | 7758 |
Variance | 8985.5597 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 289 | |
1 | 40 | 8.5% |
2 | 24 | 5.1% |
3 | 16 | 3.4% |
5 | 10 | 2.1% |
7 | 7 | 1.5% |
4 | 7 | 1.5% |
13 | 7 | 1.5% |
21 | 5 | 1.1% |
44 | 4 | 0.9% |
Other values (42) | 61 | 13.0% |
Value | Count | Frequency (%) |
0 | 289 | |
1 | 40 | 8.5% |
2 | 24 | 5.1% |
3 | 16 | 3.4% |
4 | 7 | 1.5% |
5 | 10 | 2.1% |
6 | 1 | 0.2% |
7 | 7 | 1.5% |
8 | 4 | 0.9% |
9 | 2 | 0.4% |
Value | Count | Frequency (%) |
1293 | 1 | |
1138 | 1 | |
523 | 1 | |
493 | 1 | |
473 | 1 | |
450 | 1 | |
309 | 1 | |
304 | 1 | |
268 | 1 | |
264 | 1 |
북성동
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 38 |
---|---|
Distinct (%) | 8.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6.612766 |
Minimum | 0 |
---|---|
Maximum | 518 |
Zeros | 328 |
Zeros (%) | 69.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 4.3 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 1 |
95-th percentile | 18.65 |
Maximum | 518 |
Range | 518 |
Interquartile range (IQR) | 1 |
Descriptive statistics
Standard deviation | 38.647152 |
---|---|
Coefficient of variation (CV) | 5.8443249 |
Kurtosis | 106.80113 |
Mean | 6.612766 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 9.7157318 |
Sum | 3108 |
Variance | 1493.6024 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 328 | |
1 | 46 | 9.8% |
4 | 16 | 3.4% |
2 | 14 | 3.0% |
3 | 10 | 2.1% |
5 | 7 | 1.5% |
13 | 5 | 1.1% |
8 | 4 | 0.9% |
6 | 3 | 0.6% |
10 | 3 | 0.6% |
Other values (28) | 34 | 7.2% |
Value | Count | Frequency (%) |
0 | 328 | |
1 | 46 | 9.8% |
2 | 14 | 3.0% |
3 | 10 | 2.1% |
4 | 16 | 3.4% |
5 | 7 | 1.5% |
6 | 3 | 0.6% |
7 | 1 | 0.2% |
8 | 4 | 0.9% |
9 | 2 | 0.4% |
Value | Count | Frequency (%) |
518 | 1 | |
437 | 1 | |
249 | 1 | |
236 | 1 | |
229 | 1 | |
216 | 1 | |
97 | 1 | |
83 | 1 | |
74 | 1 | |
69 | 1 |
송월동
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 22 |
---|---|
Distinct (%) | 4.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.5404255 |
Minimum | 0 |
---|---|
Maximum | 199 |
Zeros | 369 |
Zeros (%) | 78.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 4.3 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 8 |
Maximum | 199 |
Range | 199 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 13.996705 |
---|---|
Coefficient of variation (CV) | 5.5095906 |
Kurtosis | 139.4263 |
Mean | 2.5404255 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 10.90589 |
Sum | 1194 |
Variance | 195.90774 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 369 | |
1 | 34 | 7.2% |
5 | 13 | 2.8% |
2 | 13 | 2.8% |
8 | 9 | 1.9% |
3 | 7 | 1.5% |
40 | 3 | 0.6% |
6 | 3 | 0.6% |
45 | 2 | 0.4% |
13 | 2 | 0.4% |
Other values (12) | 15 | 3.2% |
Value | Count | Frequency (%) |
0 | 369 | |
1 | 34 | 7.2% |
2 | 13 | 2.8% |
3 | 7 | 1.5% |
4 | 2 | 0.4% |
5 | 13 | 2.8% |
6 | 3 | 0.6% |
7 | 2 | 0.4% |
8 | 9 | 1.9% |
13 | 2 | 0.4% |
Value | Count | Frequency (%) |
199 | 1 | 0.2% |
181 | 1 | 0.2% |
46 | 2 | |
45 | 2 | |
42 | 1 | 0.2% |
41 | 1 | 0.2% |
40 | 3 | |
38 | 1 | 0.2% |
32 | 1 | 0.2% |
31 | 1 | 0.2% |
용유동
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 36 |
---|---|
Distinct (%) | 7.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9.1914894 |
Minimum | 0 |
---|---|
Maximum | 720 |
Zeros | 310 |
Zeros (%) | 66.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 4.3 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 1 |
95-th percentile | 20 |
Maximum | 720 |
Range | 720 |
Interquartile range (IQR) | 1 |
Descriptive statistics
Standard deviation | 55.615815 |
---|---|
Coefficient of variation (CV) | 6.0507947 |
Kurtosis | 101.60808 |
Mean | 9.1914894 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 9.5257459 |
Sum | 4320 |
Variance | 3093.1189 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 310 | |
1 | 61 | 13.0% |
2 | 21 | 4.5% |
3 | 11 | 2.3% |
6 | 7 | 1.5% |
7 | 6 | 1.3% |
8 | 5 | 1.1% |
21 | 4 | 0.9% |
18 | 4 | 0.9% |
4 | 4 | 0.9% |
Other values (26) | 37 | 7.9% |
Value | Count | Frequency (%) |
0 | 310 | |
1 | 61 | 13.0% |
2 | 21 | 4.5% |
3 | 11 | 2.3% |
4 | 4 | 0.9% |
5 | 3 | 0.6% |
6 | 7 | 1.5% |
7 | 6 | 1.3% |
8 | 5 | 1.1% |
9 | 3 | 0.6% |
Value | Count | Frequency (%) |
720 | 1 | |
633 | 1 | |
407 | 1 | |
391 | 1 | |
276 | 1 | |
267 | 1 | |
135 | 1 | |
131 | 1 | |
125 | 1 | |
124 | 1 |
운서동
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 78 |
---|---|
Distinct (%) | 16.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 29.885106 |
Minimum | 0 |
---|---|
Maximum | 2341 |
Zeros | 265 |
Zeros (%) | 56.4% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 4.3 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 5 |
95-th percentile | 123.85 |
Maximum | 2341 |
Range | 2341 |
Interquartile range (IQR) | 5 |
Descriptive statistics
Standard deviation | 147.07898 |
---|---|
Coefficient of variation (CV) | 4.9214808 |
Kurtosis | 146.25682 |
Mean | 29.885106 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 10.792595 |
Sum | 14046 |
Variance | 21632.226 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 265 | |
1 | 30 | 6.4% |
3 | 22 | 4.7% |
2 | 19 | 4.0% |
4 | 10 | 2.1% |
6 | 9 | 1.9% |
5 | 7 | 1.5% |
19 | 5 | 1.1% |
17 | 5 | 1.1% |
7 | 4 | 0.9% |
Other values (68) | 94 | 20.0% |
Value | Count | Frequency (%) |
0 | 265 | |
1 | 30 | 6.4% |
2 | 19 | 4.0% |
3 | 22 | 4.7% |
4 | 10 | 2.1% |
5 | 7 | 1.5% |
6 | 9 | 1.9% |
7 | 4 | 0.9% |
8 | 2 | 0.4% |
9 | 3 | 0.6% |
Value | Count | Frequency (%) |
2341 | 1 | |
1335 | 1 | |
824 | 1 | |
659 | 1 | |
657 | 1 | |
609 | 1 | |
431 | 1 | |
428 | 1 | |
394 | 1 | |
332 | 1 |
영종동
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 56 |
---|---|
Distinct (%) | 11.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 12.446809 |
Minimum | 0 |
---|---|
Maximum | 975 |
Zeros | 278 |
Zeros (%) | 59.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 4.3 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 2.75 |
95-th percentile | 60 |
Maximum | 975 |
Range | 975 |
Interquartile range (IQR) | 2.75 |
Descriptive statistics
Standard deviation | 63.536974 |
---|---|
Coefficient of variation (CV) | 5.10468 |
Kurtosis | 160.06425 |
Mean | 12.446809 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 11.721222 |
Sum | 5850 |
Variance | 4036.9471 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 278 | |
1 | 51 | 10.9% |
2 | 23 | 4.9% |
5 | 12 | 2.6% |
3 | 12 | 2.6% |
7 | 6 | 1.3% |
10 | 6 | 1.3% |
4 | 6 | 1.3% |
13 | 4 | 0.9% |
17 | 4 | 0.9% |
Other values (46) | 68 | 14.5% |
Value | Count | Frequency (%) |
0 | 278 | |
1 | 51 | 10.9% |
2 | 23 | 4.9% |
3 | 12 | 2.6% |
4 | 6 | 1.3% |
5 | 12 | 2.6% |
6 | 3 | 0.6% |
7 | 6 | 1.3% |
8 | 2 | 0.4% |
9 | 3 | 0.6% |
Value | Count | Frequency (%) |
975 | 1 | |
790 | 1 | |
197 | 1 | |
195 | 1 | |
193 | 1 | |
185 | 1 | |
184 | 1 | |
177 | 1 | |
121 | 1 | |
118 | 1 |
영종1동
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 40 |
---|---|
Distinct (%) | 8.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 8.0680851 |
Minimum | 0 |
---|---|
Maximum | 632 |
Zeros | 339 |
Zeros (%) | 72.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 4.3 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 1 |
95-th percentile | 50.4 |
Maximum | 632 |
Range | 632 |
Interquartile range (IQR) | 1 |
Descriptive statistics
Standard deviation | 43.281984 |
---|---|
Coefficient of variation (CV) | 5.3645919 |
Kurtosis | 144.52771 |
Mean | 8.0680851 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 11.071989 |
Sum | 3792 |
Variance | 1873.3301 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 339 | |
1 | 34 | 7.2% |
3 | 14 | 3.0% |
2 | 10 | 2.1% |
5 | 10 | 2.1% |
4 | 9 | 1.9% |
7 | 6 | 1.3% |
6 | 4 | 0.9% |
10 | 3 | 0.6% |
8 | 2 | 0.4% |
Other values (30) | 39 | 8.3% |
Value | Count | Frequency (%) |
0 | 339 | |
1 | 34 | 7.2% |
2 | 10 | 2.1% |
3 | 14 | 3.0% |
4 | 9 | 1.9% |
5 | 10 | 2.1% |
6 | 4 | 0.9% |
7 | 6 | 1.3% |
8 | 2 | 0.4% |
10 | 3 | 0.6% |
Value | Count | Frequency (%) |
632 | 1 | |
550 | 1 | |
148 | 1 | |
145 | 1 | |
138 | 1 | |
137 | 1 | |
116 | 1 | |
111 | 1 | |
105 | 1 | |
102 | 1 |
데이터기준일자
Date
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 3.8 KiB |
Minimum | 2020-09-15 00:00:00 |
---|---|
Maximum | 2020-09-15 00:00:00 |
사업중분류 | 중구 | 연안동 | 신포동 | 신흥동 | 도원동 | 율목동 | 동인천동 | 북성동 | 송월동 | 용유동 | 운서동 | 영종동 | 영종1동 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
사업중분류 | 1.000 | 0.865 | 0.909 | 0.899 | 0.924 | 0.877 | 0.882 | 0.957 | 0.875 | 0.855 | 0.887 | 0.879 | 0.932 | 0.883 |
중구 | 0.865 | 1.000 | 0.912 | 0.992 | 0.855 | 0.983 | 0.988 | 0.908 | 0.993 | 0.791 | 0.897 | 0.896 | 0.989 | 0.981 |
연안동 | 0.909 | 0.912 | 1.000 | 0.896 | 0.865 | 0.916 | 0.937 | 0.986 | 0.920 | 0.840 | 0.879 | 0.884 | 0.949 | 0.883 |
신포동 | 0.899 | 0.992 | 0.896 | 1.000 | 0.871 | 0.972 | 0.982 | 0.910 | 0.992 | 0.776 | 0.898 | 0.907 | 0.984 | 0.983 |
신흥동 | 0.924 | 0.855 | 0.865 | 0.871 | 1.000 | 0.867 | 0.861 | 0.824 | 0.850 | 0.843 | 0.938 | 0.970 | 0.871 | 0.814 |
도원동 | 0.877 | 0.983 | 0.916 | 0.972 | 0.867 | 1.000 | 0.999 | 0.901 | 0.978 | 0.783 | 0.857 | 0.830 | 0.989 | 0.967 |
율목동 | 0.882 | 0.988 | 0.937 | 0.982 | 0.861 | 0.999 | 1.000 | 0.921 | 0.986 | 0.815 | 0.885 | 0.864 | 0.995 | 0.978 |
동인천동 | 0.957 | 0.908 | 0.986 | 0.910 | 0.824 | 0.901 | 0.921 | 1.000 | 0.960 | 0.914 | 0.929 | 0.860 | 0.956 | 0.939 |
북성동 | 0.875 | 0.993 | 0.920 | 0.992 | 0.850 | 0.978 | 0.986 | 0.960 | 1.000 | 0.811 | 0.945 | 0.894 | 0.987 | 0.995 |
송월동 | 0.855 | 0.791 | 0.840 | 0.776 | 0.843 | 0.783 | 0.815 | 0.914 | 0.811 | 1.000 | 0.885 | 0.861 | 0.825 | 0.791 |
용유동 | 0.887 | 0.897 | 0.879 | 0.898 | 0.938 | 0.857 | 0.885 | 0.929 | 0.945 | 0.885 | 1.000 | 0.962 | 0.875 | 0.928 |
운서동 | 0.879 | 0.896 | 0.884 | 0.907 | 0.970 | 0.830 | 0.864 | 0.860 | 0.894 | 0.861 | 0.962 | 1.000 | 0.879 | 0.869 |
영종동 | 0.932 | 0.989 | 0.949 | 0.984 | 0.871 | 0.989 | 0.995 | 0.956 | 0.987 | 0.825 | 0.875 | 0.879 | 1.000 | 0.977 |
영종1동 | 0.883 | 0.981 | 0.883 | 0.983 | 0.814 | 0.967 | 0.978 | 0.939 | 0.995 | 0.791 | 0.928 | 0.869 | 0.977 | 1.000 |
중구 | 연안동 | 신포동 | 신흥동 | 도원동 | 율목동 | 동인천동 | 북성동 | 송월동 | 용유동 | 운서동 | 영종동 | 영종1동 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
중구 | 1.000 | 0.862 | 0.849 | 0.893 | 0.710 | 0.712 | 0.795 | 0.765 | 0.675 | 0.747 | 0.858 | 0.827 | 0.693 |
연안동 | 0.862 | 1.000 | 0.747 | 0.806 | 0.658 | 0.672 | 0.668 | 0.736 | 0.646 | 0.679 | 0.751 | 0.741 | 0.580 |
신포동 | 0.849 | 0.747 | 1.000 | 0.754 | 0.730 | 0.710 | 0.780 | 0.768 | 0.717 | 0.736 | 0.815 | 0.769 | 0.726 |
신흥동 | 0.893 | 0.806 | 0.754 | 1.000 | 0.699 | 0.719 | 0.737 | 0.740 | 0.668 | 0.685 | 0.761 | 0.778 | 0.651 |
도원동 | 0.710 | 0.658 | 0.730 | 0.699 | 1.000 | 0.706 | 0.744 | 0.718 | 0.736 | 0.682 | 0.643 | 0.738 | 0.688 |
율목동 | 0.712 | 0.672 | 0.710 | 0.719 | 0.706 | 1.000 | 0.726 | 0.676 | 0.695 | 0.654 | 0.647 | 0.704 | 0.645 |
동인천동 | 0.795 | 0.668 | 0.780 | 0.737 | 0.744 | 0.726 | 1.000 | 0.742 | 0.749 | 0.688 | 0.740 | 0.737 | 0.755 |
북성동 | 0.765 | 0.736 | 0.768 | 0.740 | 0.718 | 0.676 | 0.742 | 1.000 | 0.750 | 0.671 | 0.753 | 0.747 | 0.664 |
송월동 | 0.675 | 0.646 | 0.717 | 0.668 | 0.736 | 0.695 | 0.749 | 0.750 | 1.000 | 0.702 | 0.713 | 0.702 | 0.721 |
용유동 | 0.747 | 0.679 | 0.736 | 0.685 | 0.682 | 0.654 | 0.688 | 0.671 | 0.702 | 1.000 | 0.726 | 0.761 | 0.682 |
운서동 | 0.858 | 0.751 | 0.815 | 0.761 | 0.643 | 0.647 | 0.740 | 0.753 | 0.713 | 0.726 | 1.000 | 0.803 | 0.703 |
영종동 | 0.827 | 0.741 | 0.769 | 0.778 | 0.738 | 0.704 | 0.737 | 0.747 | 0.702 | 0.761 | 0.803 | 1.000 | 0.713 |
영종1동 | 0.693 | 0.580 | 0.726 | 0.651 | 0.688 | 0.645 | 0.755 | 0.664 | 0.721 | 0.682 | 0.703 | 0.713 | 1.000 |
사업중분류 | 중구 | 연안동 | 신포동 | 신흥동 | 도원동 | 율목동 | 동인천동 | 북성동 | 송월동 | 용유동 | 운서동 | 영종동 | 영종1동 | 데이터기준일자 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | TT 전체산업 | 13291 | 2268 | 1638 | 2251 | 265 | 191 | 1293 | 518 | 199 | 720 | 2341 | 975 | 632 | 2020-09-15 |
1 | 개인사업체 | 9962 | 1669 | 1281 | 1569 | 218 | 161 | 1138 | 437 | 181 | 633 | 1335 | 790 | 550 | 2020-09-15 |
2 | 회사법인 | 2523 | 532 | 242 | 562 | 25 | 13 | 62 | 55 | 5 | 42 | 824 | 106 | 55 | 2020-09-15 |
3 | 회사이외의 법인 | 482 | 49 | 78 | 70 | 9 | 10 | 49 | 16 | 5 | 25 | 127 | 34 | 10 | 2020-09-15 |
4 | 비법인단체 | 324 | 18 | 37 | 50 | 13 | 7 | 44 | 10 | 8 | 20 | 55 | 45 | 17 | 2020-09-15 |
5 | A.농업, 임업 및 어업(01~03) | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 2020-09-15 |
6 | 개인사업체 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2020-09-15 |
7 | 회사법인 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2020-09-15 |
8 | 회사이외의 법인 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 2020-09-15 |
9 | 비법인단체 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 2020-09-15 |
사업중분류 | 중구 | 연안동 | 신포동 | 신흥동 | 도원동 | 율목동 | 동인천동 | 북성동 | 송월동 | 용유동 | 운서동 | 영종동 | 영종1동 | 데이터기준일자 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
460 | 95.개인 및 소비용품 수리업 | 273 | 33 | 35 | 77 | 6 | 4 | 44 | 6 | 8 | 6 | 20 | 30 | 4 | 2020-09-15 |
461 | 개인사업체 | 243 | 29 | 35 | 58 | 6 | 4 | 44 | 5 | 8 | 5 | 16 | 29 | 4 | 2020-09-15 |
462 | 회사법인 | 30 | 4 | 0 | 19 | 0 | 0 | 0 | 1 | 0 | 1 | 4 | 1 | 0 | 2020-09-15 |
463 | 회사이외의 법인 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2020-09-15 |
464 | 비법인단체 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2020-09-15 |
465 | 96.기타 개인 서비스업 | 483 | 37 | 68 | 42 | 23 | 13 | 77 | 8 | 13 | 7 | 109 | 32 | 54 | 2020-09-15 |
466 | 개인사업체 | 472 | 37 | 66 | 42 | 23 | 13 | 75 | 8 | 13 | 6 | 104 | 31 | 54 | 2020-09-15 |
467 | 회사법인 | 10 | 0 | 2 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 5 | 1 | 0 | 2020-09-15 |
468 | 회사이외의 법인 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2020-09-15 |
469 | 비법인단체 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 2020-09-15 |
Most frequently occurring
사업중분류 | 중구 | 연안동 | 신포동 | 신흥동 | 도원동 | 율목동 | 동인천동 | 북성동 | 송월동 | 용유동 | 운서동 | 영종동 | 영종1동 | 데이터기준일자 | # duplicates | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
6 | 비법인단체 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2020-09-15 | 67 |
25 | 회사이외의 법인 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2020-09-15 | 45 |
0 | 개인사업체 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2020-09-15 | 19 |
15 | 회사법인 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2020-09-15 | 15 |
27 | 회사이외의 법인 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2020-09-15 | 4 |
7 | 비법인단체 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 2020-09-15 | 3 |
18 | 회사법인 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2020-09-15 | 3 |
28 | 회사이외의 법인 | 3 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 2020-09-15 | 3 |
1 | 개인사업체 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 2020-09-15 | 2 |
2 | 개인사업체 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 2020-09-15 | 2 |