Overview

Dataset statistics

Number of variables30
Number of observations21
Missing cells441
Missing cells (%)70.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory5.6 KiB
Average record size in memory275.3 B

Variable types

Text1
Numeric5
Unsupported21
Categorical3

Dataset

Description고용산재보험 지사별, 사업종류별, 연도별, 규모별 적용현황 및 근로자수 증감 산재보험 중소기업 사업주 임의가입현황 및 고용보험 자영업자 임의가입현황 자료
Author근로복지공단
URLhttps://www.data.go.kr/data/3051249/fileData.do

Alerts

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 valuesMissing
Unnamed: 7 has 21 (100.0%) missing valuesMissing
Unnamed: 8 has 21 (100.0%) missing valuesMissing
Unnamed: 9 has 21 (100.0%) missing valuesMissing
Unnamed: 10 has 21 (100.0%) missing valuesMissing
Unnamed: 11 has 21 (100.0%) missing valuesMissing
Unnamed: 12 has 21 (100.0%) missing valuesMissing
Unnamed: 13 has 21 (100.0%) missing valuesMissing
Unnamed: 14 has 21 (100.0%) missing valuesMissing
Unnamed: 15 has 21 (100.0%) missing valuesMissing
Unnamed: 16 has 21 (100.0%) missing valuesMissing
Unnamed: 17 has 21 (100.0%) missing valuesMissing
Unnamed: 18 has 21 (100.0%) missing valuesMissing
Unnamed: 19 has 21 (100.0%) missing valuesMissing
Unnamed: 20 has 21 (100.0%) missing valuesMissing
Unnamed: 21 has 21 (100.0%) missing valuesMissing
Unnamed: 22 has 21 (100.0%) missing valuesMissing
Unnamed: 23 has 21 (100.0%) missing valuesMissing
Unnamed: 24 has 21 (100.0%) missing valuesMissing
Unnamed: 25 has 21 (100.0%) missing valuesMissing
Unnamed: 26 has 21 (100.0%) missing valuesMissing
구분 has unique valuesUnique
2020(사업장수_개소) has unique valuesUnique
2021(사업장수_개소) has unique valuesUnique
증감 has unique valuesUnique
Unnamed: 6 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 7 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 8 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 9 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 10 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 11 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 12 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 13 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 14 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 15 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 16 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 17 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 18 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 19 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 20 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 21 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 22 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 23 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 24 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 25 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 26 is an unsupported type, check if it needs cleaning or further analysisUnsupported
2021(구성비_퍼센트) has 3 (14.3%) zerosZeros

Reproduction

Analysis started2023-12-12 20:10:38.948061
Analysis finished2023-12-12 20:10:39.151408
Duration0.2 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

구분
Text

UNIQUE 

Distinct21
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size300.0 B
2023-12-13T05:10:39.282440image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length24
Median length19
Mean length11.904762
Min length2

Characters and Unicode

Total characters250
Distinct characters87
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique21 ?
Unique (%)100.0%

Sample

1st row농업, 임업 및 어업
2nd row광업
3rd row제조업
4th row전기, 가스, 증기 및 공기조절공급업
5th row수도, 하수 및 폐기물처리, 원료재생업
ValueCountFrequency (%)
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
63.4%
2023-12-13T05:10:39.620603image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
50
20.0%
23
 
9.2%
15
 
6.0%
, 11
 
4.4%
8
 
3.2%
7
 
2.8%
7
 
2.8%
6
 
2.4%
4
 
1.6%
4
 
1.6%
Other values (77) 115
46.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 189
75.6%
Space Separator 50
 
20.0%
Other Punctuation 11
 
4.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
23
 
12.2%
15
 
7.9%
8
 
4.2%
7
 
3.7%
7
 
3.7%
6
 
3.2%
4
 
2.1%
4
 
2.1%
4
 
2.1%
4
 
2.1%
Other values (75) 107
56.6%
Space Separator
ValueCountFrequency (%)
50
100.0%
Other Punctuation
ValueCountFrequency (%)
, 11
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 189
75.6%
Common 61
 
24.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
23
 
12.2%
15
 
7.9%
8
 
4.2%
7
 
3.7%
7
 
3.7%
6
 
3.2%
4
 
2.1%
4
 
2.1%
4
 
2.1%
4
 
2.1%
Other values (75) 107
56.6%
Common
ValueCountFrequency (%)
50
82.0%
, 11
 
18.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 189
75.6%
ASCII 61
 
24.4%

Most frequent character per block

ASCII
ValueCountFrequency (%)
50
82.0%
, 11
 
18.0%
Hangul
ValueCountFrequency (%)
23
 
12.2%
15
 
7.9%
8
 
4.2%
7
 
3.7%
7
 
3.7%
6
 
3.2%
4
 
2.1%
4
 
2.1%
4
 
2.1%
4
 
2.1%
Other values (75) 107
56.6%

2020(사업장수_개소)
Real number (ℝ)

UNIQUE 

Distinct21
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean114076.29
Minimum23
Maximum489913
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size321.0 B
2023-12-13T05:10:39.764066image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum23
5-th percentile92
Q18557
median57627
Q3119634
95-th percentile467103
Maximum489913
Range489890
Interquartile range (IQR)111077

Descriptive statistics

Standard deviation153841.25
Coefficient of variation (CV)1.3485822
Kurtosis1.4602531
Mean114076.29
Median Absolute Deviation (MAD)51519
Skewness1.6153492
Sum2395602
Variance2.3667129 × 1010
MonotonicityNot monotonic
2023-12-13T05:10:39.876743image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
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
52.4%
ValueCountFrequency (%)
23 1
4.8%
92 1
4.8%
1023 1
4.8%
2184 1
4.8%
6108 1
4.8%
8557 1
4.8%
13047 1
4.8%
19173 1
4.8%
33701 1
4.8%
53789 1
4.8%
ValueCountFrequency (%)
489913 1
4.8%
467103 1
4.8%
349135 1
4.8%
310549 1
4.8%
150860 1
4.8%
119634 1
4.8%
97301 1
4.8%
75984 1
4.8%
70044 1
4.8%
69755 1
4.8%

2021(사업장수_개소)
Real number (ℝ)

UNIQUE 

Distinct21
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean119604.24
Minimum19
Maximum523450
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size321.0 B
2023-12-13T05:10:39.996857image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum19
5-th percentile106
Q18991
median62237
Q3126389
95-th percentile502718
Maximum523450
Range523431
Interquartile range (IQR)117398

Descriptive statistics

Standard deviation162609.6
Coefficient of variation (CV)1.3595638
Kurtosis1.7223727
Mean119604.24
Median Absolute Deviation (MAD)56057
Skewness1.6698432
Sum2511689
Variance2.6441881 × 1010
MonotonicityNot monotonic
2023-12-13T05:10:40.146624image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
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
52.4%
ValueCountFrequency (%)
19 1
4.8%
106 1
4.8%
1005 1
4.8%
2408 1
4.8%
6180 1
4.8%
8991 1
4.8%
13565 1
4.8%
20100 1
4.8%
36567 1
4.8%
55694 1
4.8%
ValueCountFrequency (%)
523450 1
4.8%
502718 1
4.8%
353302 1
4.8%
319661 1
4.8%
152544 1
4.8%
126389 1
4.8%
101727 1
4.8%
77977 1
4.8%
75088 1
4.8%
71961 1
4.8%

2021(구성비_퍼센트)
Real number (ℝ)

ZEROS 

Distinct19
Distinct (%)90.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.7619048
Minimum0
Maximum20.8
Zeros3
Zeros (%)14.3%
Negative0
Negative (%)0.0%
Memory size321.0 B
2023-12-13T05:10:40.285428image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.4
median2.5
Q35
95-th percentile20
Maximum20.8
Range20.8
Interquartile range (IQR)4.6

Descriptive statistics

Standard deviation6.4692717
Coefficient of variation (CV)1.3585471
Kurtosis1.7069885
Mean4.7619048
Median Absolute Deviation (MAD)2.3
Skewness1.6651123
Sum100
Variance41.851476
MonotonicityNot monotonic
2023-12-13T05:10:40.404047image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=19)
ValueCountFrequency (%)
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
42.9%
ValueCountFrequency (%)
0.0 3
14.3%
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%
ValueCountFrequency (%)
20.8 1
4.8%
20.0 1
4.8%
14.1 1
4.8%
12.7 1
4.8%
6.1 1
4.8%
5.0 1
4.8%
4.1 1
4.8%
3.1 1
4.8%
3.0 1
4.8%
2.9 1
4.8%

증감
Real number (ℝ)

UNIQUE 

Distinct21
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5527.9524
Minimum-18
Maximum56347
Zeros0
Zeros (%)0.0%
Negative2
Negative (%)9.5%
Memory size321.0 B
2023-12-13T05:10:40.513679image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-18
5-th percentile-4
Q1434
median1917
Q34610
95-th percentile12805
Maximum56347
Range56365
Interquartile range (IQR)4176

Descriptive statistics

Standard deviation12116.583
Coefficient of variation (CV)2.1918754
Kurtosis17.423708
Mean5527.9524
Median Absolute Deviation (MAD)1903
Skewness4.0474858
Sum116087
Variance1.4681158 × 108
MonotonicityNot monotonic
2023-12-13T05:10:40.624572image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
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
52.4%
ValueCountFrequency (%)
-18 1
4.8%
-4 1
4.8%
14 1
4.8%
72 1
4.8%
224 1
4.8%
434 1
4.8%
518 1
4.8%
927 1
4.8%
1684 1
4.8%
1905 1
4.8%
ValueCountFrequency (%)
56347 1
4.8%
12805 1
4.8%
9112 1
4.8%
6755 1
4.8%
5333 1
4.8%
4610 1
4.8%
4426 1
4.8%
4167 1
4.8%
2866 1
4.8%
1993 1
4.8%

증감율
Real number (ℝ)

Distinct19
Distinct (%)90.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.0142857
Minimum-17.4
Maximum15.2
Zeros0
Zeros (%)0.0%
Negative2
Negative (%)9.5%
Memory size321.0 B
2023-12-13T05:10:40.738934image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-17.4
5-th percentile-1.8
Q12.6
median4
Q37.6
95-th percentile12.1
Maximum15.2
Range32.6
Interquartile range (IQR)5

Descriptive statistics

Standard deviation6.3536042
Coefficient of variation (CV)1.5827484
Kurtosis6.18853
Mean4.0142857
Median Absolute Deviation (MAD)2.8
Skewness-1.6619255
Sum84.3
Variance40.368286
MonotonicityNot monotonic
2023-12-13T05:10:40.859973image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=19)
ValueCountFrequency (%)
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
42.9%
ValueCountFrequency (%)
-17.4 1
4.8%
-1.8 1
4.8%
1.1 1
4.8%
1.2 2
9.5%
2.6 2
9.5%
2.7 1
4.8%
2.9 1
4.8%
3.5 1
4.8%
4.0 1
4.8%
4.5 1
4.8%
ValueCountFrequency (%)
15.2 1
4.8%
12.1 1
4.8%
10.3 1
4.8%
8.5 1
4.8%
8.0 1
4.8%
7.6 1
4.8%
5.6 1
4.8%
5.1 1
4.8%
4.8 1
4.8%
4.5 1
4.8%

Unnamed: 6
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing21
Missing (%)100.0%
Memory size321.0 B

Unnamed: 7
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing21
Missing (%)100.0%
Memory size321.0 B

Unnamed: 8
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing21
Missing (%)100.0%
Memory size321.0 B

Unnamed: 9
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing21
Missing (%)100.0%
Memory size321.0 B

Unnamed: 10
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing21
Missing (%)100.0%
Memory size321.0 B

Unnamed: 11
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing21
Missing (%)100.0%
Memory size321.0 B

Unnamed: 12
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing21
Missing (%)100.0%
Memory size321.0 B

Unnamed: 13
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing21
Missing (%)100.0%
Memory size321.0 B

Unnamed: 14
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing21
Missing (%)100.0%
Memory size321.0 B

Unnamed: 15
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing21
Missing (%)100.0%
Memory size321.0 B

Unnamed: 16
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing21
Missing (%)100.0%
Memory size321.0 B

Unnamed: 17
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing21
Missing (%)100.0%
Memory size321.0 B

Unnamed: 18
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing21
Missing (%)100.0%
Memory size321.0 B

Unnamed: 19
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing21
Missing (%)100.0%
Memory size321.0 B

Unnamed: 20
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing21
Missing (%)100.0%
Memory size321.0 B

Unnamed: 21
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing21
Missing (%)100.0%
Memory size321.0 B

Unnamed: 22
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing21
Missing (%)100.0%
Memory size321.0 B

Unnamed: 23
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing21
Missing (%)100.0%
Memory size321.0 B

Unnamed: 24
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing21
Missing (%)100.0%
Memory size321.0 B

Unnamed: 25
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing21
Missing (%)100.0%
Memory size321.0 B

Unnamed: 26
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing21
Missing (%)100.0%
Memory size321.0 B

Unnamed: 27
Categorical

IMBALANCE 

Distinct2
Distinct (%)9.5%
Missing0
Missing (%)0.0%
Memory size300.0 B
<NA>
20 
23
 
1

Length

Max length4
Median length4
Mean length3.9047619
Min length2

Unique

Unique1 ?
Unique (%)4.8%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 20
95.2%
23 1
 
4.8%

Length

2023-12-13T05:10:40.998213image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T05:10:41.118438image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 20
95.2%
23 1
 
4.8%

Unnamed: 28
Categorical

IMBALANCE 

Distinct2
Distinct (%)9.5%
Missing0
Missing (%)0.0%
Memory size300.0 B
<NA>
20 
92
 
1

Length

Max length4
Median length4
Mean length3.9047619
Min length2

Unique

Unique1 ?
Unique (%)4.8%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 20
95.2%
92 1
 
4.8%

Length

2023-12-13T05:10:41.252162image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T05:10:41.363924image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 20
95.2%
92 1
 
4.8%

Unnamed: 29
Categorical

IMBALANCE 

Distinct2
Distinct (%)9.5%
Missing0
Missing (%)0.0%
Memory size300.0 B
<NA>
20 
1
 
1

Length

Max length4
Median length4
Mean length3.8571429
Min length1

Unique

Unique1 ?
Unique (%)4.8%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 20
95.2%
1 1
 
4.8%

Length

2023-12-13T05:10:41.475142image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T05:10:41.580189image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 20
95.2%
1 1
 
4.8%

Sample

구분2020(사업장수_개소)2021(사업장수_개소)2021(구성비_퍼센트)증감증감율Unnamed: 6Unnamed: 7Unnamed: 8Unnamed: 9Unnamed: 10Unnamed: 11Unnamed: 12Unnamed: 13Unnamed: 14Unnamed: 15Unnamed: 16Unnamed: 17Unnamed: 18Unnamed: 19Unnamed: 20Unnamed: 21Unnamed: 22Unnamed: 23Unnamed: 24Unnamed: 25Unnamed: 26Unnamed: 27Unnamed: 28Unnamed: 29
0농업, 임업 및 어업19173201000.89274.8<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
1광업102310050.0-18-1.8<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
2제조업34913535330214.141671.2<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
3전기, 가스, 증기 및 공기조절공급업218424080.122410.3<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
4수도, 하수 및 폐기물처리, 원료재생업855789910.44345.1<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
5건설업46710352345020.85634712.1<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
6도매 및 소매업48991350271820.0128052.6<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>23921
7운수 및 창고업53789556942.219053.5<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
8숙박 및 음식점업31054931966112.791122.9<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
9정보통신업57627622372.546108.0<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
구분2020(사업장수_개소)2021(사업장수_개소)2021(구성비_퍼센트)증감증감율Unnamed: 6Unnamed: 7Unnamed: 8Unnamed: 9Unnamed: 10Unnamed: 11Unnamed: 12Unnamed: 13Unnamed: 14Unnamed: 15Unnamed: 16Unnamed: 17Unnamed: 18Unnamed: 19Unnamed: 20Unnamed: 21Unnamed: 22Unnamed: 23Unnamed: 24Unnamed: 25Unnamed: 26Unnamed: 27Unnamed: 28Unnamed: 29
11부동산업973011017274.144264.5<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
12전문, 과학 및 기술서비스업1196341263895.067555.6<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
13사업시설 관리, 사업지원 및 임대서비스업70044719612.919172.7<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
14공공행정, 국방 및 사회보장 행정610861800.2721.2<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
15교육서비스업69755750883.053337.6<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
16보건업 및 사회복지 서비스업1508601525446.116841.1<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
17예술, 스포츠 및 여가관련 서비스업33701365671.528668.5<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
18협회 및 단체, 수리 및 기타 개인 서비스업75984779773.119932.6<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
19가구 내 고용활동, 자가소비 생산활동23190.0-4-17.4<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
20국제 및 외국기관921060.01415.2<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>