Overview

Dataset statistics

Number of variables5
Number of observations3452
Missing cells36
Missing cells (%)0.2%
Total size in memory135.0 KiB
Average record size in memory40.0 B

Variable types

Categorical4
Unsupported1

Warnings

제품홍보관 목록 has a high cardinality: 3323 distinct values High cardinality
Unnamed: 1 has a high cardinality: 117 distinct values High cardinality
Unnamed: 2 has a high cardinality: 117 distinct values High cardinality
Unnamed: 3 has a high cardinality: 128 distinct values High cardinality
Unnamed: 4 is an unsupported type, check if it needs cleaning or further analysis Unsupported

Reproduction

Analysis started2022-06-04 01:17:43.341865
Analysis finished2022-06-04 01:17:43.370272
Duration0.03 seconds
Software versionpandas-profiling v3.0.0
Download configurationconfig.json

Variables

제품홍보관 목록
Categorical

HIGH CARDINALITY

Distinct3323
Distinct (%)96.3%
Missing2
Missing (%)0.1%
Memory size27.1 KiB
Voltage Regulator
 
4
ABC 접속함 (삼상 3회로)
 
3
154 kV 폴리머애자 - SR36N
 
3
케이블 직선접속재 난연카바
 
2
직선접속부 및 분기접속부 보호함
 
2
Other values (3318)
3436 

Unique

Unique3200 ?
Unique (%)92.8%

Sample

1st row제품명
2nd row유리섬유철근 GFRP(Glass Fiber Reinforced Plastic)
3rd row중대재해처벌법 관리를 위한 근로자 안전 관리 솔루션
4th row수배전반
5th rowPC-104 Type TRDP Board

Common Values

ValueCountFrequency (%)
Voltage Regulator4
 
0.1%
ABC 접속함 (삼상 3회로)3
 
0.1%
154 kV 폴리머애자 - SR36N3
 
0.1%
케이블 직선접속재 난연카바2
 
0.1%
직선접속부 및 분기접속부 보호함2
 
0.1%
케이블 종단접속재 절연카바2
 
0.1%
보수용 케이블 종단접속재 절연카바2
 
0.1%
보수용 변압기 2차측 절연카바 (삼상)2
 
0.1%
보수용 변압기 2차측 절연카바 (단상)2
 
0.1%
가지지크리트2
 
0.1%
Other values (3313)3426
99.2%

Unnamed: 1
Categorical

HIGH CARDINALITY

Distinct117
Distinct (%)3.4%
Missing3
Missing (%)0.1%
Memory size27.1 KiB
디케이락(주)
406 
케이시시정공(주)
 
215
(주)한영넉스
 
180
(주)상진궤도
 
163
(유)랍코리아
 
134
Other values (112)
2351 

Unique

Unique7 ?
Unique (%)0.2%

Sample

1st row업체명
2nd row(주)나우이엔에스
3rd row(주)넥스트코어테크놀로지
4th row(주)나우이엔에스
5th row주식회사앤츠

Common Values

ValueCountFrequency (%)
디케이락(주)406
 
11.8%
케이시시정공(주)215
 
6.2%
(주)한영넉스180
 
5.2%
(주)상진궤도163
 
4.7%
(유)랍코리아134
 
3.9%
엘더스T&L121
 
3.5%
(주)평일117
 
3.4%
파앤텍112
 
3.2%
(주)태화정공104
 
3.0%
(주)하이트론시스템즈71
 
2.1%
Other values (107)1826
52.9%

Unnamed: 2
Categorical

HIGH CARDINALITY

Distinct117
Distinct (%)3.4%
Missing3
Missing (%)0.1%
Memory size27.1 KiB
노은식
406 
박덕규
 
215
한 영수
 
180
이 양노
 
163
송상갑
 
134
Other values (112)
2351 

Unique

Unique7 ?
Unique (%)0.2%

Sample

1st row담당자
2nd row이복재
3rd row임다혜
4th row이복재
5th row윤유정

Common Values

ValueCountFrequency (%)
노은식406
 
11.8%
박덕규215
 
6.2%
한 영수180
 
5.2%
이 양노163
 
4.7%
송상갑134
 
3.9%
문 정복121
 
3.5%
노 관성117
 
3.4%
파앤텍112
 
3.2%
박 광석104
 
3.0%
최 영덕71
 
2.1%
Other values (107)1826
52.9%

Unnamed: 3
Categorical

HIGH CARDINALITY

Distinct128
Distinct (%)3.7%
Missing26
Missing (%)0.8%
Memory size27.1 KiB
055-338-0114
406 
031-420-6600
 
221
02-2637-4000
 
215
1577-1047
 
180
031-278-7788
 
155
Other values (123)
2249 

Unique

Unique12 ?
Unique (%)0.4%

Sample

1st row연락처
2nd row070-4175-8228
3rd row07050152313
4th row055-337-2947
5th row051-742-1324

Common Values

ValueCountFrequency (%)
055-338-0114 406
 
11.8%
031-420-6600221
 
6.4%
02-2637-4000 215
 
6.2%
1577-1047180
 
5.2%
031-278-7788155
 
4.5%
031-370-9621134
 
3.9%
(02) 2264-8111121
 
3.5%
031-695-6365112
 
3.2%
031-777-8470 84
 
2.4%
02-3410-930071
 
2.1%
Other values (118)1727
50.0%

Unnamed: 4
Unsupported

REJECTED
UNSUPPORTED

Missing2
Missing (%)0.1%
Memory size27.1 KiB