Dataset statistics
Number of variables | 30 |
---|---|
Number of observations | 21 |
Missing cells | 441 |
Missing cells (%) | 70.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 5.6 KiB |
Average record size in memory | 275.3 B |
Variable types
Text | 1 |
---|---|
Numeric | 5 |
Unsupported | 21 |
Categorical | 3 |
Dataset
Description | 고용산재보험 지사별, 사업종류별, 연도별, 규모별 적용현황 및 근로자수 증감 산재보험 중소기업 사업주 임의가입현황 및 고용보험 자영업자 임의가입현황 자료 |
---|---|
Author | 근로복지공단 |
URL | https://www.data.go.kr/data/3051249/fileData.do |
Unnamed: 27 is highly imbalanced (72.4%) | Imbalance |
Unnamed: 28 is highly imbalanced (72.4%) | Imbalance |
Unnamed: 29 is highly imbalanced (72.4%) | Imbalance |
Unnamed: 6 has 21 (100.0%) missing values | Missing |
Unnamed: 7 has 21 (100.0%) missing values | Missing |
Unnamed: 8 has 21 (100.0%) missing values | Missing |
Unnamed: 9 has 21 (100.0%) missing values | Missing |
Unnamed: 10 has 21 (100.0%) missing values | Missing |
Unnamed: 11 has 21 (100.0%) missing values | Missing |
Unnamed: 12 has 21 (100.0%) missing values | Missing |
Unnamed: 13 has 21 (100.0%) missing values | Missing |
Unnamed: 14 has 21 (100.0%) missing values | Missing |
Unnamed: 15 has 21 (100.0%) missing values | Missing |
Unnamed: 16 has 21 (100.0%) missing values | Missing |
Unnamed: 17 has 21 (100.0%) missing values | Missing |
Unnamed: 18 has 21 (100.0%) missing values | Missing |
Unnamed: 19 has 21 (100.0%) missing values | Missing |
Unnamed: 20 has 21 (100.0%) missing values | Missing |
Unnamed: 21 has 21 (100.0%) missing values | Missing |
Unnamed: 22 has 21 (100.0%) missing values | Missing |
Unnamed: 23 has 21 (100.0%) missing values | Missing |
Unnamed: 24 has 21 (100.0%) missing values | Missing |
Unnamed: 25 has 21 (100.0%) missing values | Missing |
Unnamed: 26 has 21 (100.0%) missing values | Missing |
구분 has unique values | Unique |
2020(사업장수_개소) has unique values | Unique |
2021(사업장수_개소) has unique values | Unique |
증감 has unique values | Unique |
Unnamed: 6 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 7 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 8 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 9 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 10 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 11 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 12 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 13 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 14 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 15 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 16 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 17 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 18 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 19 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 20 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 21 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 22 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 23 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 24 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 25 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 26 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
2021(구성비_퍼센트) has 3 (14.3%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-12 20:10:38.948061 |
---|---|
Analysis finished | 2023-12-12 20:10:39.151408 |
Duration | 0.2 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
구분
Text
UNIQUE
 
Distinct | 21 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 300.0 B |
Length
Max length | 24 |
---|---|
Median length | 19 |
Mean length | 11.904762 |
Min length | 2 |
Characters and Unicode
Total characters | 250 |
---|---|
Distinct characters | 87 |
Distinct categories | 3 ? |
Distinct scripts | 2 ? |
Distinct blocks | 2 ? |
Unique
Unique | 21 ? |
---|---|
Unique (%) | 100.0% |
Sample
1st row | 농업, 임업 및 어업 |
---|---|
2nd row | 광업 |
3rd row | 제조업 |
4th row | 전기, 가스, 증기 및 공기조절공급업 |
5th row | 수도, 하수 및 폐기물처리, 원료재생업 |
Value | Count | Frequency (%) |
및 | 15 | 21.1% |
서비스업 | 3 | 4.2% |
농업 | 1 | 1.4% |
스포츠 | 1 | 1.4% |
사업지원 | 1 | 1.4% |
임대서비스업 | 1 | 1.4% |
공공행정 | 1 | 1.4% |
국방 | 1 | 1.4% |
사회보장 | 1 | 1.4% |
행정 | 1 | 1.4% |
Other values (45) | 45 |
Most occurring characters
Value | Count | Frequency (%) |
50 | ||
업 | 23 | 9.2% |
및 | 15 | 6.0% |
, | 11 | 4.4% |
스 | 8 | 3.2% |
비 | 7 | 2.8% |
기 | 7 | 2.8% |
서 | 6 | 2.4% |
사 | 4 | 1.6% |
보 | 4 | 1.6% |
Other values (77) | 115 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 189 | |
Space Separator | 50 | 20.0% |
Other Punctuation | 11 | 4.4% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
업 | 23 | 12.2% |
및 | 15 | 7.9% |
스 | 8 | 4.2% |
비 | 7 | 3.7% |
기 | 7 | 3.7% |
서 | 6 | 3.2% |
사 | 4 | 2.1% |
보 | 4 | 2.1% |
가 | 4 | 2.1% |
수 | 4 | 2.1% |
Other values (75) | 107 |
Space Separator
Value | Count | Frequency (%) |
50 |
Other Punctuation
Value | Count | Frequency (%) |
, | 11 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 189 | |
Common | 61 | 24.4% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
업 | 23 | 12.2% |
및 | 15 | 7.9% |
스 | 8 | 4.2% |
비 | 7 | 3.7% |
기 | 7 | 3.7% |
서 | 6 | 3.2% |
사 | 4 | 2.1% |
보 | 4 | 2.1% |
가 | 4 | 2.1% |
수 | 4 | 2.1% |
Other values (75) | 107 |
Common
Value | Count | Frequency (%) |
50 | ||
, | 11 | 18.0% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 189 | |
ASCII | 61 | 24.4% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
50 | ||
, | 11 | 18.0% |
Hangul
Value | Count | Frequency (%) |
업 | 23 | 12.2% |
및 | 15 | 7.9% |
스 | 8 | 4.2% |
비 | 7 | 3.7% |
기 | 7 | 3.7% |
서 | 6 | 3.2% |
사 | 4 | 2.1% |
보 | 4 | 2.1% |
가 | 4 | 2.1% |
수 | 4 | 2.1% |
Other values (75) | 107 |
2020(사업장수_개소)
Real number (ℝ)
UNIQUE
 
Distinct | 21 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 114076.29 |
Minimum | 23 |
---|---|
Maximum | 489913 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 321.0 B |
Quantile statistics
Minimum | 23 |
---|---|
5-th percentile | 92 |
Q1 | 8557 |
median | 57627 |
Q3 | 119634 |
95-th percentile | 467103 |
Maximum | 489913 |
Range | 489890 |
Interquartile range (IQR) | 111077 |
Descriptive statistics
Standard deviation | 153841.25 |
---|---|
Coefficient of variation (CV) | 1.3485822 |
Kurtosis | 1.4602531 |
Mean | 114076.29 |
Median Absolute Deviation (MAD) | 51519 |
Skewness | 1.6153492 |
Sum | 2395602 |
Variance | 2.3667129 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
19173 | 1 | 4.8% |
1023 | 1 | 4.8% |
92 | 1 | 4.8% |
23 | 1 | 4.8% |
75984 | 1 | 4.8% |
33701 | 1 | 4.8% |
150860 | 1 | 4.8% |
69755 | 1 | 4.8% |
6108 | 1 | 4.8% |
70044 | 1 | 4.8% |
Other values (11) | 11 |
Value | Count | Frequency (%) |
23 | 1 | |
92 | 1 | |
1023 | 1 | |
2184 | 1 | |
6108 | 1 | |
8557 | 1 | |
13047 | 1 | |
19173 | 1 | |
33701 | 1 | |
53789 | 1 |
Value | Count | Frequency (%) |
489913 | 1 | |
467103 | 1 | |
349135 | 1 | |
310549 | 1 | |
150860 | 1 | |
119634 | 1 | |
97301 | 1 | |
75984 | 1 | |
70044 | 1 | |
69755 | 1 |
2021(사업장수_개소)
Real number (ℝ)
UNIQUE
 
Distinct | 21 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 119604.24 |
Minimum | 19 |
---|---|
Maximum | 523450 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 321.0 B |
Quantile statistics
Minimum | 19 |
---|---|
5-th percentile | 106 |
Q1 | 8991 |
median | 62237 |
Q3 | 126389 |
95-th percentile | 502718 |
Maximum | 523450 |
Range | 523431 |
Interquartile range (IQR) | 117398 |
Descriptive statistics
Standard deviation | 162609.6 |
---|---|
Coefficient of variation (CV) | 1.3595638 |
Kurtosis | 1.7223727 |
Mean | 119604.24 |
Median Absolute Deviation (MAD) | 56057 |
Skewness | 1.6698432 |
Sum | 2511689 |
Variance | 2.6441881 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
20100 | 1 | 4.8% |
1005 | 1 | 4.8% |
106 | 1 | 4.8% |
19 | 1 | 4.8% |
77977 | 1 | 4.8% |
36567 | 1 | 4.8% |
152544 | 1 | 4.8% |
75088 | 1 | 4.8% |
6180 | 1 | 4.8% |
71961 | 1 | 4.8% |
Other values (11) | 11 |
Value | Count | Frequency (%) |
19 | 1 | |
106 | 1 | |
1005 | 1 | |
2408 | 1 | |
6180 | 1 | |
8991 | 1 | |
13565 | 1 | |
20100 | 1 | |
36567 | 1 | |
55694 | 1 |
Value | Count | Frequency (%) |
523450 | 1 | |
502718 | 1 | |
353302 | 1 | |
319661 | 1 | |
152544 | 1 | |
126389 | 1 | |
101727 | 1 | |
77977 | 1 | |
75088 | 1 | |
71961 | 1 |
2021(구성비_퍼센트)
Real number (ℝ)
ZEROS
 
Distinct | 19 |
---|---|
Distinct (%) | 90.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4.7619048 |
Minimum | 0 |
---|---|
Maximum | 20.8 |
Zeros | 3 |
Zeros (%) | 14.3% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 321.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0.4 |
median | 2.5 |
Q3 | 5 |
95-th percentile | 20 |
Maximum | 20.8 |
Range | 20.8 |
Interquartile range (IQR) | 4.6 |
Descriptive statistics
Standard deviation | 6.4692717 |
---|---|
Coefficient of variation (CV) | 1.3585471 |
Kurtosis | 1.7069885 |
Mean | 4.7619048 |
Median Absolute Deviation (MAD) | 2.3 |
Skewness | 1.6651123 |
Sum | 100 |
Variance | 41.851476 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 3 | 14.3% |
0.8 | 1 | 4.8% |
3.1 | 1 | 4.8% |
1.5 | 1 | 4.8% |
6.1 | 1 | 4.8% |
3.0 | 1 | 4.8% |
0.2 | 1 | 4.8% |
2.9 | 1 | 4.8% |
5.0 | 1 | 4.8% |
4.1 | 1 | 4.8% |
Other values (9) | 9 |
Value | Count | Frequency (%) |
0.0 | 3 | |
0.1 | 1 | 4.8% |
0.2 | 1 | 4.8% |
0.4 | 1 | 4.8% |
0.5 | 1 | 4.8% |
0.8 | 1 | 4.8% |
1.5 | 1 | 4.8% |
2.2 | 1 | 4.8% |
2.5 | 1 | 4.8% |
2.9 | 1 | 4.8% |
Value | Count | Frequency (%) |
20.8 | 1 | |
20.0 | 1 | |
14.1 | 1 | |
12.7 | 1 | |
6.1 | 1 | |
5.0 | 1 | |
4.1 | 1 | |
3.1 | 1 | |
3.0 | 1 | |
2.9 | 1 |
증감
Real number (ℝ)
UNIQUE
 
Distinct | 21 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5527.9524 |
Minimum | -18 |
---|---|
Maximum | 56347 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 2 |
Negative (%) | 9.5% |
Memory size | 321.0 B |
Quantile statistics
Minimum | -18 |
---|---|
5-th percentile | -4 |
Q1 | 434 |
median | 1917 |
Q3 | 4610 |
95-th percentile | 12805 |
Maximum | 56347 |
Range | 56365 |
Interquartile range (IQR) | 4176 |
Descriptive statistics
Standard deviation | 12116.583 |
---|---|
Coefficient of variation (CV) | 2.1918754 |
Kurtosis | 17.423708 |
Mean | 5527.9524 |
Median Absolute Deviation (MAD) | 1903 |
Skewness | 4.0474858 |
Sum | 116087 |
Variance | 1.4681158 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
927 | 1 | 4.8% |
-18 | 1 | 4.8% |
14 | 1 | 4.8% |
-4 | 1 | 4.8% |
1993 | 1 | 4.8% |
2866 | 1 | 4.8% |
1684 | 1 | 4.8% |
5333 | 1 | 4.8% |
72 | 1 | 4.8% |
1917 | 1 | 4.8% |
Other values (11) | 11 |
Value | Count | Frequency (%) |
-18 | 1 | |
-4 | 1 | |
14 | 1 | |
72 | 1 | |
224 | 1 | |
434 | 1 | |
518 | 1 | |
927 | 1 | |
1684 | 1 | |
1905 | 1 |
Value | Count | Frequency (%) |
56347 | 1 | |
12805 | 1 | |
9112 | 1 | |
6755 | 1 | |
5333 | 1 | |
4610 | 1 | |
4426 | 1 | |
4167 | 1 | |
2866 | 1 | |
1993 | 1 |
증감율
Real number (ℝ)
Distinct | 19 |
---|---|
Distinct (%) | 90.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4.0142857 |
Minimum | -17.4 |
---|---|
Maximum | 15.2 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 2 |
Negative (%) | 9.5% |
Memory size | 321.0 B |
Quantile statistics
Minimum | -17.4 |
---|---|
5-th percentile | -1.8 |
Q1 | 2.6 |
median | 4 |
Q3 | 7.6 |
95-th percentile | 12.1 |
Maximum | 15.2 |
Range | 32.6 |
Interquartile range (IQR) | 5 |
Descriptive statistics
Standard deviation | 6.3536042 |
---|---|
Coefficient of variation (CV) | 1.5827484 |
Kurtosis | 6.18853 |
Mean | 4.0142857 |
Median Absolute Deviation (MAD) | 2.8 |
Skewness | -1.6619255 |
Sum | 84.3 |
Variance | 40.368286 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1.2 | 2 | 9.5% |
2.6 | 2 | 9.5% |
4.8 | 1 | 4.8% |
4.5 | 1 | 4.8% |
15.2 | 1 | 4.8% |
-17.4 | 1 | 4.8% |
8.5 | 1 | 4.8% |
1.1 | 1 | 4.8% |
7.6 | 1 | 4.8% |
2.7 | 1 | 4.8% |
Other values (9) | 9 |
Value | Count | Frequency (%) |
-17.4 | 1 | |
-1.8 | 1 | |
1.1 | 1 | |
1.2 | 2 | |
2.6 | 2 | |
2.7 | 1 | |
2.9 | 1 | |
3.5 | 1 | |
4.0 | 1 | |
4.5 | 1 |
Value | Count | Frequency (%) |
15.2 | 1 | |
12.1 | 1 | |
10.3 | 1 | |
8.5 | 1 | |
8.0 | 1 | |
7.6 | 1 | |
5.6 | 1 | |
5.1 | 1 | |
4.8 | 1 | |
4.5 | 1 |
Unnamed: 6
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 21 |
---|---|
Missing (%) | 100.0% |
Memory size | 321.0 B |
Unnamed: 7
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 21 |
---|---|
Missing (%) | 100.0% |
Memory size | 321.0 B |
Unnamed: 8
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 21 |
---|---|
Missing (%) | 100.0% |
Memory size | 321.0 B |
Unnamed: 9
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 21 |
---|---|
Missing (%) | 100.0% |
Memory size | 321.0 B |
Unnamed: 10
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 21 |
---|---|
Missing (%) | 100.0% |
Memory size | 321.0 B |
Unnamed: 11
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 21 |
---|---|
Missing (%) | 100.0% |
Memory size | 321.0 B |
Unnamed: 12
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 21 |
---|---|
Missing (%) | 100.0% |
Memory size | 321.0 B |
Unnamed: 13
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 21 |
---|---|
Missing (%) | 100.0% |
Memory size | 321.0 B |
Unnamed: 14
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 21 |
---|---|
Missing (%) | 100.0% |
Memory size | 321.0 B |
Unnamed: 15
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 21 |
---|---|
Missing (%) | 100.0% |
Memory size | 321.0 B |
Unnamed: 16
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 21 |
---|---|
Missing (%) | 100.0% |
Memory size | 321.0 B |
Unnamed: 17
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 21 |
---|---|
Missing (%) | 100.0% |
Memory size | 321.0 B |
Unnamed: 18
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 21 |
---|---|
Missing (%) | 100.0% |
Memory size | 321.0 B |
Unnamed: 19
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 21 |
---|---|
Missing (%) | 100.0% |
Memory size | 321.0 B |
Unnamed: 20
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 21 |
---|---|
Missing (%) | 100.0% |
Memory size | 321.0 B |
Unnamed: 21
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 21 |
---|---|
Missing (%) | 100.0% |
Memory size | 321.0 B |
Unnamed: 22
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 21 |
---|---|
Missing (%) | 100.0% |
Memory size | 321.0 B |
Unnamed: 23
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 21 |
---|---|
Missing (%) | 100.0% |
Memory size | 321.0 B |
Unnamed: 24
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 21 |
---|---|
Missing (%) | 100.0% |
Memory size | 321.0 B |
Unnamed: 25
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 21 |
---|---|
Missing (%) | 100.0% |
Memory size | 321.0 B |
Unnamed: 26
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 21 |
---|---|
Missing (%) | 100.0% |
Memory size | 321.0 B |
Unnamed: 27
Categorical
IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | 9.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 300.0 B |
<NA> | |
---|---|
23 | 1 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 3.9047619 |
Min length | 2 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 4.8% |
Sample
1st row | <NA> |
---|---|
2nd row | <NA> |
3rd row | <NA> |
4th row | <NA> |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
<NA> | 20 | |
23 | 1 | 4.8% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 20 | |
23 | 1 | 4.8% |
Unnamed: 28
Categorical
IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | 9.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 300.0 B |
<NA> | |
---|---|
92 | 1 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 3.9047619 |
Min length | 2 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 4.8% |
Sample
1st row | <NA> |
---|---|
2nd row | <NA> |
3rd row | <NA> |
4th row | <NA> |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
<NA> | 20 | |
92 | 1 | 4.8% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 20 | |
92 | 1 | 4.8% |
Unnamed: 29
Categorical
IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | 9.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 300.0 B |
<NA> | |
---|---|
1 | 1 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 3.8571429 |
Min length | 1 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 4.8% |
Sample
1st row | <NA> |
---|---|
2nd row | <NA> |
3rd row | <NA> |
4th row | <NA> |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
<NA> | 20 | |
1 | 1 | 4.8% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 20 | |
1 | 1 | 4.8% |
구분 | 2020(사업장수_개소) | 2021(사업장수_개소) | 2021(구성비_퍼센트) | 증감 | 증감율 | Unnamed: 6 | Unnamed: 7 | Unnamed: 8 | Unnamed: 9 | Unnamed: 10 | Unnamed: 11 | Unnamed: 12 | Unnamed: 13 | Unnamed: 14 | Unnamed: 15 | Unnamed: 16 | Unnamed: 17 | Unnamed: 18 | Unnamed: 19 | Unnamed: 20 | Unnamed: 21 | Unnamed: 22 | Unnamed: 23 | Unnamed: 24 | Unnamed: 25 | Unnamed: 26 | Unnamed: 27 | Unnamed: 28 | Unnamed: 29 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 농업, 임업 및 어업 | 19173 | 20100 | 0.8 | 927 | 4.8 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
1 | 광업 | 1023 | 1005 | 0.0 | -18 | -1.8 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
2 | 제조업 | 349135 | 353302 | 14.1 | 4167 | 1.2 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
3 | 전기, 가스, 증기 및 공기조절공급업 | 2184 | 2408 | 0.1 | 224 | 10.3 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
4 | 수도, 하수 및 폐기물처리, 원료재생업 | 8557 | 8991 | 0.4 | 434 | 5.1 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
5 | 건설업 | 467103 | 523450 | 20.8 | 56347 | 12.1 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
6 | 도매 및 소매업 | 489913 | 502718 | 20.0 | 12805 | 2.6 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 23 | 92 | 1 |
7 | 운수 및 창고업 | 53789 | 55694 | 2.2 | 1905 | 3.5 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
8 | 숙박 및 음식점업 | 310549 | 319661 | 12.7 | 9112 | 2.9 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
9 | 정보통신업 | 57627 | 62237 | 2.5 | 4610 | 8.0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
구분 | 2020(사업장수_개소) | 2021(사업장수_개소) | 2021(구성비_퍼센트) | 증감 | 증감율 | Unnamed: 6 | Unnamed: 7 | Unnamed: 8 | Unnamed: 9 | Unnamed: 10 | Unnamed: 11 | Unnamed: 12 | Unnamed: 13 | Unnamed: 14 | Unnamed: 15 | Unnamed: 16 | Unnamed: 17 | Unnamed: 18 | Unnamed: 19 | Unnamed: 20 | Unnamed: 21 | Unnamed: 22 | Unnamed: 23 | Unnamed: 24 | Unnamed: 25 | Unnamed: 26 | Unnamed: 27 | Unnamed: 28 | Unnamed: 29 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
11 | 부동산업 | 97301 | 101727 | 4.1 | 4426 | 4.5 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
12 | 전문, 과학 및 기술서비스업 | 119634 | 126389 | 5.0 | 6755 | 5.6 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
13 | 사업시설 관리, 사업지원 및 임대서비스업 | 70044 | 71961 | 2.9 | 1917 | 2.7 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
14 | 공공행정, 국방 및 사회보장 행정 | 6108 | 6180 | 0.2 | 72 | 1.2 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
15 | 교육서비스업 | 69755 | 75088 | 3.0 | 5333 | 7.6 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
16 | 보건업 및 사회복지 서비스업 | 150860 | 152544 | 6.1 | 1684 | 1.1 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
17 | 예술, 스포츠 및 여가관련 서비스업 | 33701 | 36567 | 1.5 | 2866 | 8.5 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
18 | 협회 및 단체, 수리 및 기타 개인 서비스업 | 75984 | 77977 | 3.1 | 1993 | 2.6 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
19 | 가구 내 고용활동, 자가소비 생산활동 | 23 | 19 | 0.0 | -4 | -17.4 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
20 | 국제 및 외국기관 | 92 | 106 | 0.0 | 14 | 15.2 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |