Overview

Dataset statistics

Number of variables42
Number of observations2744
Missing cells32898
Missing cells (%)28.5%
Duplicate rows237
Duplicate rows (%)8.6%
Total size in memory900.5 KiB
Average record size in memory336.0 B

Variable types

Unsupported39
Text2
Categorical1

Dataset

Description사업체조사 산업세세분류별 총괄(2013년) 정보 입니다.
Author경기도 용인시
URLhttps://www.data.go.kr/data/15053392/fileData.do

Alerts

Dataset has 237 (8.6%) duplicate rowsDuplicates
Unnamed: 40 is highly imbalanced (73.1%)Imbalance
1. 산업세세분류별 총괄 has 802 (29.2%) missing valuesMissing
Unnamed: 1 has 804 (29.3%) missing valuesMissing
Unnamed: 2 has 802 (29.2%) missing valuesMissing
Unnamed: 3 has 802 (29.2%) missing valuesMissing
Unnamed: 4 has 803 (29.3%) missing valuesMissing
Unnamed: 5 has 803 (29.3%) missing valuesMissing
Unnamed: 6 has 801 (29.2%) missing valuesMissing
Unnamed: 7 has 803 (29.3%) missing valuesMissing
Unnamed: 8 has 802 (29.2%) missing valuesMissing
Unnamed: 9 has 803 (29.3%) missing valuesMissing
1. Summary Tables by Industrial Sub-classes has 800 (29.2%) missing valuesMissing
Unnamed: 11 has 803 (29.3%) missing valuesMissing
Unnamed: 12 has 802 (29.2%) missing valuesMissing
Unnamed: 13 has 803 (29.3%) missing valuesMissing
Unnamed: 14 has 801 (29.2%) missing valuesMissing
Unnamed: 15 has 803 (29.3%) missing valuesMissing
Unnamed: 16 has 802 (29.2%) missing valuesMissing
Unnamed: 17 has 803 (29.3%) missing valuesMissing
Unnamed: 18 has 802 (29.2%) missing valuesMissing
Unnamed: 19 has 803 (29.3%) missing valuesMissing
Unnamed: 20 has 803 (29.3%) missing valuesMissing
1. 산업세세분류별 총괄.1 has 802 (29.2%) missing valuesMissing
Unnamed: 22 has 804 (29.3%) missing valuesMissing
Unnamed: 23 has 801 (29.2%) missing valuesMissing
Unnamed: 24 has 803 (29.3%) missing valuesMissing
Unnamed: 25 has 802 (29.2%) missing valuesMissing
Unnamed: 26 has 803 (29.3%) missing valuesMissing
Unnamed: 27 has 802 (29.2%) missing valuesMissing
Unnamed: 28 has 803 (29.3%) missing valuesMissing
Unnamed: 29 has 802 (29.2%) missing valuesMissing
Unnamed: 30 has 803 (29.3%) missing valuesMissing
1. Summary Tables by Industrial Sub-classes.1 has 800 (29.2%) missing valuesMissing
Unnamed: 32 has 803 (29.3%) missing valuesMissing
Unnamed: 33 has 802 (29.2%) missing valuesMissing
Unnamed: 34 has 803 (29.3%) missing valuesMissing
Unnamed: 35 has 802 (29.2%) missing valuesMissing
Unnamed: 36 has 803 (29.3%) missing valuesMissing
Unnamed: 37 has 802 (29.2%) missing valuesMissing
Unnamed: 38 has 803 (29.3%) missing valuesMissing
Unnamed: 39 has 802 (29.2%) missing valuesMissing
Unnamed: 41 has 803 (29.3%) missing valuesMissing
1. 산업세세분류별 총괄 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 3 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 4 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 5 is an unsupported type, check if it needs cleaning or further analysisUnsupported
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
1. Summary Tables by Industrial Sub-classes 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
1. 산업세세분류별 총괄.1 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
Unnamed: 27 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 28 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 29 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 30 is an unsupported type, check if it needs cleaning or further analysisUnsupported
1. Summary Tables by Industrial Sub-classes.1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 32 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 33 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 34 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 35 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 36 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 37 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 38 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 39 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 41 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2023-12-12 03:34:54.241568
Analysis finished2023-12-12 03:34:55.062115
Duration0.82 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

1. 산업세세분류별 총괄
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing802
Missing (%)29.2%
Memory size21.6 KiB

Unnamed: 1
Text

MISSING 

Distinct1672
Distinct (%)86.2%
Missing804
Missing (%)29.3%
Memory size21.6 KiB
2023-12-12T12:34:55.351616image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length37
Median length28
Mean length12.074227
Min length2

Characters and Unicode

Total characters23424
Distinct characters451
Distinct categories7 ?
Distinct scripts2 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1436 ?
Unique (%)74.0%

Sample

1st row전산업
2nd row농업, 임업 및 어업 (01 ~ 03)
3rd row농업
4th row작물 재배업
5th row곡물 및 기타 식량작물 재배업
ValueCountFrequency (%)
및 825
 
12.3%
제조업 655
 
9.7%
기타 350
 
5.2%
서비스업 142
 
2.1%
도매업 112
 
1.7%
소매업 98
 
1.5%
그외 82
 
1.2%
운영업 74
 
1.1%
운송업 46
 
0.7%
기계 34
 
0.5%
Other values (1637) 4306
64.0%
2023-12-12T12:34:55.950750image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
4788
 
20.4%
업 1881
 
8.0%
제 956
 
4.1%
및 825
 
3.5%
조 810
 
3.5%
기 793
 
3.4%
품 372
 
1.6%
타 365
 
1.6%
용 328
 
1.4%
비 324
 
1.4%
Other values (441) 11982
51.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 18226
77.8%
Space Separator 4788
 
20.4%
Other Punctuation 273
 
1.2%
Decimal Number 82
 
0.4%
Close Punctuation 19
 
0.1%
Open Punctuation 19
 
0.1%
Math Symbol 17
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
업 1881
 
10.3%
제 956
 
5.2%
및 825
 
4.5%
조 810
 
4.4%
기 793
 
4.4%
품 372
 
2.0%
타 365
 
2.0%
용 328
 
1.8%
비 324
 
1.8%
물 275
 
1.5%
Other values (424) 11297
62.0%
Decimal Number
ValueCountFrequency (%)
1 14
17.1%
5 10
12.2%
6 10
12.2%
4 9
11.0%
3 9
11.0%
0 7
8.5%
8 7
8.5%
9 7
8.5%
7 7
8.5%
2 2
 
2.4%
Other Punctuation
ValueCountFrequency (%)
, 239
87.5%
· 24
 
8.8%
; 10
 
3.7%
Space Separator
ValueCountFrequency (%)
4788
100.0%
Close Punctuation
ValueCountFrequency (%)
) 19
100.0%
Open Punctuation
ValueCountFrequency (%)
( 19
100.0%
Math Symbol
ValueCountFrequency (%)
~ 17
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 18226
77.8%
Common 5198
 
22.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
업 1881
 
10.3%
제 956
 
5.2%
및 825
 
4.5%
조 810
 
4.4%
기 793
 
4.4%
품 372
 
2.0%
타 365
 
2.0%
용 328
 
1.8%
비 324
 
1.8%
물 275
 
1.5%
Other values (424) 11297
62.0%
Common
ValueCountFrequency (%)
4788
92.1%
, 239
 
4.6%
· 24
 
0.5%
) 19
 
0.4%
( 19
 
0.4%
~ 17
 
0.3%
1 14
 
0.3%
5 10
 
0.2%
; 10
 
0.2%
6 10
 
0.2%
Other values (7) 48
 
0.9%

Most occurring blocks

ValueCountFrequency (%)
Hangul 18226
77.8%
ASCII 5174
 
22.1%
None 24
 
0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
4788
92.5%
, 239
 
4.6%
) 19
 
0.4%
( 19
 
0.4%
~ 17
 
0.3%
1 14
 
0.3%
5 10
 
0.2%
; 10
 
0.2%
6 10
 
0.2%
4 9
 
0.2%
Other values (6) 39
 
0.8%
Hangul
ValueCountFrequency (%)
업 1881
 
10.3%
제 956
 
5.2%
및 825
 
4.5%
조 810
 
4.4%
기 793
 
4.4%
품 372
 
2.0%
타 365
 
2.0%
용 328
 
1.8%
비 324
 
1.8%
물 275
 
1.5%
Other values (424) 11297
62.0%
None
ValueCountFrequency (%)
· 24
100.0%

Unnamed: 2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing802
Missing (%)29.2%
Memory size21.6 KiB

Unnamed: 3
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing802
Missing (%)29.2%
Memory size21.6 KiB

Unnamed: 4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing803
Missing (%)29.3%
Memory size21.6 KiB

Unnamed: 5
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing803
Missing (%)29.3%
Memory size21.6 KiB

Unnamed: 6
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing801
Missing (%)29.2%
Memory size21.6 KiB

Unnamed: 7
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing803
Missing (%)29.3%
Memory size21.6 KiB

Unnamed: 8
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing802
Missing (%)29.2%
Memory size21.6 KiB

Unnamed: 9
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing803
Missing (%)29.3%
Memory size21.6 KiB

1. Summary Tables by Industrial Sub-classes
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing800
Missing (%)29.2%
Memory size21.6 KiB

Unnamed: 11
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing803
Missing (%)29.3%
Memory size21.6 KiB

Unnamed: 12
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing802
Missing (%)29.2%
Memory size21.6 KiB

Unnamed: 13
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing803
Missing (%)29.3%
Memory size21.6 KiB

Unnamed: 14
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing801
Missing (%)29.2%
Memory size21.6 KiB

Unnamed: 15
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing803
Missing (%)29.3%
Memory size21.6 KiB

Unnamed: 16
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing802
Missing (%)29.2%
Memory size21.6 KiB

Unnamed: 17
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing803
Missing (%)29.3%
Memory size21.6 KiB

Unnamed: 18
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing802
Missing (%)29.2%
Memory size21.6 KiB

Unnamed: 19
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing803
Missing (%)29.3%
Memory size21.6 KiB

Unnamed: 20
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing803
Missing (%)29.3%
Memory size21.6 KiB

1. 산업세세분류별 총괄.1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing802
Missing (%)29.2%
Memory size21.6 KiB

Unnamed: 22
Text

MISSING 

Distinct1672
Distinct (%)86.2%
Missing804
Missing (%)29.3%
Memory size21.6 KiB
2023-12-12T12:34:56.340314image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length37
Median length28
Mean length12.074227
Min length2

Characters and Unicode

Total characters23424
Distinct characters451
Distinct categories7 ?
Distinct scripts2 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1436 ?
Unique (%)74.0%

Sample

1st row전산업
2nd row농업, 임업 및 어업 (01 ~ 03)
3rd row농업
4th row작물 재배업
5th row곡물 및 기타 식량작물 재배업
ValueCountFrequency (%)
및 825
 
12.3%
제조업 655
 
9.7%
기타 350
 
5.2%
서비스업 142
 
2.1%
도매업 112
 
1.7%
소매업 98
 
1.5%
그외 82
 
1.2%
운영업 74
 
1.1%
운송업 46
 
0.7%
기계 34
 
0.5%
Other values (1637) 4306
64.0%
2023-12-12T12:34:56.891333image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
4788
 
20.4%
업 1881
 
8.0%
제 956
 
4.1%
및 825
 
3.5%
조 810
 
3.5%
기 793
 
3.4%
품 372
 
1.6%
타 365
 
1.6%
용 328
 
1.4%
비 324
 
1.4%
Other values (441) 11982
51.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 18226
77.8%
Space Separator 4788
 
20.4%
Other Punctuation 273
 
1.2%
Decimal Number 82
 
0.4%
Close Punctuation 19
 
0.1%
Open Punctuation 19
 
0.1%
Math Symbol 17
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
업 1881
 
10.3%
제 956
 
5.2%
및 825
 
4.5%
조 810
 
4.4%
기 793
 
4.4%
품 372
 
2.0%
타 365
 
2.0%
용 328
 
1.8%
비 324
 
1.8%
물 275
 
1.5%
Other values (424) 11297
62.0%
Decimal Number
ValueCountFrequency (%)
1 14
17.1%
5 10
12.2%
6 10
12.2%
4 9
11.0%
3 9
11.0%
0 7
8.5%
8 7
8.5%
9 7
8.5%
7 7
8.5%
2 2
 
2.4%
Other Punctuation
ValueCountFrequency (%)
, 239
87.5%
· 24
 
8.8%
; 10
 
3.7%
Space Separator
ValueCountFrequency (%)
4788
100.0%
Close Punctuation
ValueCountFrequency (%)
) 19
100.0%
Open Punctuation
ValueCountFrequency (%)
( 19
100.0%
Math Symbol
ValueCountFrequency (%)
~ 17
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 18226
77.8%
Common 5198
 
22.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
업 1881
 
10.3%
제 956
 
5.2%
및 825
 
4.5%
조 810
 
4.4%
기 793
 
4.4%
품 372
 
2.0%
타 365
 
2.0%
용 328
 
1.8%
비 324
 
1.8%
물 275
 
1.5%
Other values (424) 11297
62.0%
Common
ValueCountFrequency (%)
4788
92.1%
, 239
 
4.6%
· 24
 
0.5%
) 19
 
0.4%
( 19
 
0.4%
~ 17
 
0.3%
1 14
 
0.3%
5 10
 
0.2%
; 10
 
0.2%
6 10
 
0.2%
Other values (7) 48
 
0.9%

Most occurring blocks

ValueCountFrequency (%)
Hangul 18226
77.8%
ASCII 5174
 
22.1%
None 24
 
0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
4788
92.5%
, 239
 
4.6%
) 19
 
0.4%
( 19
 
0.4%
~ 17
 
0.3%
1 14
 
0.3%
5 10
 
0.2%
; 10
 
0.2%
6 10
 
0.2%
4 9
 
0.2%
Other values (6) 39
 
0.8%
Hangul
ValueCountFrequency (%)
업 1881
 
10.3%
제 956
 
5.2%
및 825
 
4.5%
조 810
 
4.4%
기 793
 
4.4%
품 372
 
2.0%
타 365
 
2.0%
용 328
 
1.8%
비 324
 
1.8%
물 275
 
1.5%
Other values (424) 11297
62.0%
None
ValueCountFrequency (%)
· 24
100.0%

Unnamed: 23
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing801
Missing (%)29.2%
Memory size21.6 KiB

Unnamed: 24
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing803
Missing (%)29.3%
Memory size21.6 KiB

Unnamed: 25
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing802
Missing (%)29.2%
Memory size21.6 KiB

Unnamed: 26
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing803
Missing (%)29.3%
Memory size21.6 KiB

Unnamed: 27
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing802
Missing (%)29.2%
Memory size21.6 KiB

Unnamed: 28
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing803
Missing (%)29.3%
Memory size21.6 KiB

Unnamed: 29
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing802
Missing (%)29.2%
Memory size21.6 KiB

Unnamed: 30
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing803
Missing (%)29.3%
Memory size21.6 KiB

1. Summary Tables by Industrial Sub-classes.1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing800
Missing (%)29.2%
Memory size21.6 KiB

Unnamed: 32
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing803
Missing (%)29.3%
Memory size21.6 KiB

Unnamed: 33
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing802
Missing (%)29.2%
Memory size21.6 KiB

Unnamed: 34
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing803
Missing (%)29.3%
Memory size21.6 KiB

Unnamed: 35
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing802
Missing (%)29.2%
Memory size21.6 KiB

Unnamed: 36
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing803
Missing (%)29.3%
Memory size21.6 KiB

Unnamed: 37
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing802
Missing (%)29.2%
Memory size21.6 KiB

Unnamed: 38
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing803
Missing (%)29.3%
Memory size21.6 KiB

Unnamed: 39
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing802
Missing (%)29.2%
Memory size21.6 KiB

Unnamed: 40
Categorical

IMBALANCE 

Distinct13
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size21.6 KiB
-
1909 
<NA>
803 
15 922
 
5
1 057
 
5
3 473
 
5
Other values (8)
 
17

Length

Max length12
Median length1
Mean length2.0061953
Min length1

Unique

Unique5 ?
Unique (%)0.2%

Sample

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

Common Values

ValueCountFrequency (%)
- 1909
69.6%
<NA> 803
29.3%
15 922 5
 
0.2%
1 057 5
 
0.2%
3 473 5
 
0.2%
2 492 5
 
0.2%
1 584 4
 
0.1%
4 533 3
 
0.1%
종사자수 Workers 1
 
< 0.1%
29 061 1
 
< 0.1%
Other values (3) 3
 
0.1%

Length

2023-12-12T12:34:57.059271image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
1909
68.8%
na 803
28.9%
1 10
 
0.4%
3 6
 
0.2%
15 5
 
0.2%
922 5
 
0.2%
057 5
 
0.2%
473 5
 
0.2%
2 5
 
0.2%
492 5
 
0.2%
Other values (11) 18
 
0.6%

Unnamed: 41
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing803
Missing (%)29.3%
Memory size21.6 KiB

Sample

1. 산업세세분류별 총괄Unnamed: 1Unnamed: 2Unnamed: 3Unnamed: 4Unnamed: 5Unnamed: 6Unnamed: 7Unnamed: 8Unnamed: 91. Summary Tables by Industrial Sub-classesUnnamed: 11Unnamed: 12Unnamed: 13Unnamed: 14Unnamed: 15Unnamed: 16Unnamed: 17Unnamed: 18Unnamed: 19Unnamed: 201. 산업세세분류별 총괄.1Unnamed: 22Unnamed: 23Unnamed: 24Unnamed: 25Unnamed: 26Unnamed: 27Unnamed: 28Unnamed: 29Unnamed: 301. Summary Tables by Industrial Sub-classes.1Unnamed: 32Unnamed: 33Unnamed: 34Unnamed: 35Unnamed: 36Unnamed: 37Unnamed: 38Unnamed: 39Unnamed: 40Unnamed: 41
0단위 : 개, 명<NA>NaNNaNNaNNaNNaNNaNNaNNaNUnit : In each, PersonNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN단위 : 개, 명\nUnit : In each, Person<NA>NaNNaNNaNNaNNaNNaNNaNNaNUnit : In each, Person\nUnit : In each, Person\nUnit : In each, Person\nUnit : In each, Person\nUnit : In each, Person\nUnit : In each, PersonNaNNaNNaNNaNNaNNaNNaNNaN<NA>NaN
1산업분류\nIndustrial classification<NA>합 계 TotalNaNNaNNaN조 직 형 태 별NaNNaNNaNTypes of Legal OrganizationsNaNNaNNaN사업체구분별 Types of EstablishmentsNaNNaNNaNNaNNaN산업\n분류\nIndu\nstrial\nClass산업분류\nIndustrial Classification<NA>종사자규모별 Size of EstablishmentNaNNaNNaNNaNNaNNaNNaN종사자규모별 Size of EstablishmentNaNNaNNaNNaNNaNNaNNaNNaN<NA>산업\n분류\nIndus\ntrial\nClass
2NaN<NA>사업체수\nEstablishments종사자수\nWorkersNaNNaN개인\nIndividualNaN회사법인CorporationNaN회사이외법인\nJuridical Org.NaN비법인\nNon JuridicalNaN단독\nSingle FirmNaN공장, 지사\nFactory, BranchNaN본사, 본점\nHead OfficeNaNNaNNaN<NA>1 ~ 4명NaN5 ~ 9명NaN10 ~ 19명NaN20 ~49명NaN50 ~ 99명NaN100 ~ 299명NaN300 ~ 499명NaN500 ~ 999명NaN1000명 이상<NA>NaN
3NaN<NA>NaN계\nSum남자\nMale여자\nFemale사업체수\nEstab.종사자수\nWorkers사업체수\nEstab.종사자수\nWorkers사업체수\nEstab.종사자수\nWorkers사업체수\nEstab.종사자수\nWorkers사업체수\nEstab.종사자수\nWorkers사업체수\nEstab.종사자수\nWorkers사업체수\nEstab.종사자수\nWorkersNaNNaN<NA>사업체수\nEstab.종사자수\nWorkers사업체수\nEstab.종사자수\nWorkers사업체수\nEstab.종사자수\nWorkers사업체수\nEstab.종사자수\nWorkers사업체수\nEstab.종사자수\nWorkers사업체수\nEstab.종사자수\nWorkers사업체수\nEstab.종사자수\nWorkers사업체수\nEstab.종사자수\nWorkers사업체수\nEstab.종사자수 WorkersNaN
4NaN<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN<NA>NaN
5TT전산업39 925248 459141 761106 69832 15988 9935 224118 95994433 7571 5986 75037 355159 4582 12965 47344123 528TTTT전산업31 16758 6085 04432 1092 01426 2791 08331 98438626 61118628 3873011 31164 109929 061TT
6NaN<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN<NA>NaN
7A농업, 임업 및 어업 (01 ~ 03)111038419--861342--99924--AA농업, 임업 및 어업 (01 ~ 03)515213346129----------A
8NaN<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN<NA>NaN
901농업9755916--633342--77124--0101농업515213118129----------01
1. 산업세세분류별 총괄Unnamed: 1Unnamed: 2Unnamed: 3Unnamed: 4Unnamed: 5Unnamed: 6Unnamed: 7Unnamed: 8Unnamed: 91. Summary Tables by Industrial Sub-classesUnnamed: 11Unnamed: 12Unnamed: 13Unnamed: 14Unnamed: 15Unnamed: 16Unnamed: 17Unnamed: 18Unnamed: 19Unnamed: 201. 산업세세분류별 총괄.1Unnamed: 22Unnamed: 23Unnamed: 24Unnamed: 25Unnamed: 26Unnamed: 27Unnamed: 28Unnamed: 29Unnamed: 301. Summary Tables by Industrial Sub-classes.1Unnamed: 32Unnamed: 33Unnamed: 34Unnamed: 35Unnamed: 36Unnamed: 37Unnamed: 38Unnamed: 39Unnamed: 40Unnamed: 41
273496921장례식장 및 장의관련 서비스업2013879591562576----1882256--9692196921장례식장 및 장의관련 서비스업1119529113377----------96921
273596922화장, 묘지분양 및 관리업89076142213474111780110--9692296922화장, 묘지분양 및 관리업513--221--156--------96922
2736NaN<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN<NA>NaN
27379699그외 기타 분류안된 개인 서비스업1298151896261227535421191112577232411996999699그외 기타 분류안된 개인 서비스업89134171081217892331601102------9699
273896991예식장업4412615327114----441----9699196991예식장업--216225------------96991
273996992점술 및 유사 서비스업475112394650----114751----9699296992점술 및 유사 서비스업4751----------------96992
274096993개인 간병인 및 유사 서비스업315642454027521324119--285252201199699396993개인 간병인 및 유사 서비스업48853914381981601102------96993
274196994맞선주선 및 결혼 상담업61147611------611----9699496994맞선주선 및 결혼 상담업611----------------96994
274296995애완동물 장묘 및 보호 서비스업51156511------511----9699596995애완동물 장묘 및 보호 서비스업511----------------96995
274396999그외 기타 달리 분류되지 않은 개인 서비스업36137118193513314----3513314--9699996999그외 기타 달리 분류되지 않은 개인 서비스업2753739110135----------96999

Duplicate rows

Most frequently occurring

Unnamed: 1Unnamed: 22Unnamed: 40# duplicates
236<NA><NA><NA>803
3가스 제조 및 배관공급업가스 제조 및 배관공급업-3
12건설장비 운영업건설장비 운영업-3
21공중 보건 의료업공중 보건 의료업-3
38기록매체 복제업기록매체 복제업-3
60노동조합노동조합-3
65담배 제조업담배 제조업-3
69동물용 사료 및 조제식품 제조업동물용 사료 및 조제식품 제조업-3
71라디오 방송업라디오 방송업-3
72마그네틱 및 광학 매체 제조업마그네틱 및 광학 매체 제조업-3