Dataset statistics
Number of variables | 16 |
---|---|
Number of observations | 565 |
Missing cells | 5050 |
Missing cells (%) | 55.9% |
Duplicate rows | 25 |
Duplicate rows (%) | 4.4% |
Total size in memory | 73.5 KiB |
Average record size in memory | 133.2 B |
Variable types
Text | 3 |
---|---|
Unsupported | 11 |
Categorical | 2 |
Dataset
Description | 파일 다운로드 |
---|---|
Author | 서울특별시 |
URL | https://data.seoul.go.kr/dataList/OA-15640/F/1/datasetView.do |
Dataset has 25 (4.4%) duplicate rows | Duplicates |
Unnamed: 3 is highly overall correlated with Unnamed: 6 | High correlation |
Unnamed: 6 is highly overall correlated with Unnamed: 3 | High correlation |
Unnamed: 6 is highly imbalanced (52.9%) | Imbalance |
Unnamed: 0 has 511 (90.4%) missing values | Missing |
Unnamed: 1 has 565 (100.0%) missing values | Missing |
Unnamed: 2 has 563 (99.6%) missing values | Missing |
연료별 차종별 용도별 등록현황 has 565 (100.0%) missing values | Missing |
Unnamed: 5 has 565 (100.0%) missing values | Missing |
Unnamed: 10 has 565 (100.0%) missing values | Missing |
Unnamed: 11 has 563 (99.6%) missing values | Missing |
Unnamed: 13 has 565 (100.0%) missing values | Missing |
Unnamed: 14 has 563 (99.6%) missing values | Missing |
Unnamed: 1 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 2 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
연료별 차종별 용도별 등록현황 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 5 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: 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: 15 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
Analysis started | 2024-04-06 11:21:08.708371 |
---|---|
Analysis finished | 2024-04-06 11:21:10.484007 |
Duration | 1.78 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
Unnamed: 0
Text
MISSING
 
Distinct | 30 |
---|---|
Distinct (%) | 55.6% |
Missing | 511 |
Missing (%) | 90.4% |
Memory size | 4.5 KiB |
Value | Count | Frequency (%) |
서대문구 | 2 | 3.4% |
마포구 | 2 | 3.4% |
2 | 3.4% | |
강서구 | 2 | 3.4% |
구로구 | 2 | 3.4% |
금천구 | 2 | 3.4% |
영등포구 | 2 | 3.4% |
서초구 | 2 | 3.4% |
관악구 | 2 | 3.4% |
양천구 | 2 | 3.4% |
Other values (23) | 38 |
Most occurring characters
Value | Count | Frequency (%) |
구 | 52 | |
동 | 9 | 4.8% |
9 | 4.8% | |
강 | 8 | 4.3% |
서 | 6 | 3.2% |
북 | 4 | 2.1% |
문 | 4 | 2.1% |
중 | 4 | 2.1% |
포 | 4 | 2.1% |
천 | 4 | 2.1% |
Other values (49) | 84 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 170 | |
Space Separator | 9 | 4.8% |
Uppercase Letter | 6 | 3.2% |
Other Punctuation | 2 | 1.1% |
Connector Punctuation | 1 | 0.5% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
구 | 52 | |
동 | 9 | 5.3% |
강 | 8 | 4.7% |
서 | 6 | 3.5% |
북 | 4 | 2.4% |
문 | 4 | 2.4% |
중 | 4 | 2.4% |
포 | 4 | 2.4% |
천 | 4 | 2.4% |
성 | 4 | 2.4% |
Other values (40) | 71 |
Uppercase Letter
Value | Count | Frequency (%) |
P | 1 | |
R | 1 | |
O | 1 | |
G | 1 | |
I | 1 | |
D | 1 |
Space Separator
Value | Count | Frequency (%) |
9 |
Other Punctuation
Value | Count | Frequency (%) |
: | 2 |
Connector Punctuation
Value | Count | Frequency (%) |
_ | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 170 | |
Common | 12 | 6.4% |
Latin | 6 | 3.2% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
구 | 52 | |
동 | 9 | 5.3% |
강 | 8 | 4.7% |
서 | 6 | 3.5% |
북 | 4 | 2.4% |
문 | 4 | 2.4% |
중 | 4 | 2.4% |
포 | 4 | 2.4% |
천 | 4 | 2.4% |
성 | 4 | 2.4% |
Other values (40) | 71 |
Latin
Value | Count | Frequency (%) |
P | 1 | |
R | 1 | |
O | 1 | |
G | 1 | |
I | 1 | |
D | 1 |
Common
Value | Count | Frequency (%) |
9 | ||
: | 2 | 16.7% |
_ | 1 | 8.3% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 170 | |
ASCII | 18 | 9.6% |
Most frequent character per block
Hangul
Value | Count | Frequency (%) |
구 | 52 | |
동 | 9 | 5.3% |
강 | 8 | 4.7% |
서 | 6 | 3.5% |
북 | 4 | 2.4% |
문 | 4 | 2.4% |
중 | 4 | 2.4% |
포 | 4 | 2.4% |
천 | 4 | 2.4% |
성 | 4 | 2.4% |
Other values (40) | 71 |
ASCII
Value | Count | Frequency (%) |
9 | ||
: | 2 | 11.1% |
P | 1 | 5.6% |
_ | 1 | 5.6% |
R | 1 | 5.6% |
O | 1 | 5.6% |
G | 1 | 5.6% |
I | 1 | 5.6% |
D | 1 | 5.6% |
Unnamed: 1
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 565 |
---|---|
Missing (%) | 100.0% |
Memory size | 5.1 KiB |
Unnamed: 2
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 563 |
---|---|
Missing (%) | 99.6% |
Memory size | 4.5 KiB |
Unnamed: 3
Categorical
HIGH CORRELATION
 
Distinct | 18 |
---|---|
Distinct (%) | 3.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 4.5 KiB |
휘발유(무연) | |
---|---|
CNG | |
경유 | |
기타연료 | |
엘피지 | |
Other values (13) |
Length
Max length | 13 |
---|---|
Median length | 12 |
Mean length | 5.7911504 |
Min length | 1 |
Unique
Unique | 4 ? |
---|---|
Unique (%) | 0.7% |
Sample
1st row | <NA> |
---|---|
2nd row | <NA> |
3rd row | <NA> |
4th row | <NA> |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
휘발유(무연) | 50 | |
CNG | 50 | |
경유 | 50 | |
기타연료 | 50 | |
엘피지 | 50 | |
전기 | 50 | |
휘발유 | 50 | |
하이브리드(휘발유+전기) | 49 | |
하이브리드(경유+전기) | 45 | |
하이브리드(LPG+전기) | 40 | |
Other values (8) | 81 |
Length
Value | Count | Frequency (%) |
휘발유(무연 | 50 | |
cng | 50 | |
경유 | 50 | |
기타연료 | 50 | |
엘피지 | 50 | |
전기 | 50 | |
휘발유 | 50 | |
하이브리드(휘발유+전기 | 49 | |
하이브리드(경유+전기 | 45 | |
하이브리드(lpg+전기 | 40 | |
Other values (8) | 81 |
연료별 차종별 용도별 등록현황
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 565 |
---|---|
Missing (%) | 100.0% |
Memory size | 5.1 KiB |
Unnamed: 5
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 565 |
---|---|
Missing (%) | 100.0% |
Memory size | 5.1 KiB |
Unnamed: 6
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 5 |
---|---|
Distinct (%) | 0.9% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 4.5 KiB |
비사업용 | |
---|---|
사업용 | |
<NA> | 5 |
용도별 | 1 |
계 | 1 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 3.5380531 |
Min length | 1 |
Unique
Unique | 2 ? |
---|---|
Unique (%) | 0.4% |
Sample
1st row | <NA> |
---|---|
2nd row | <NA> |
3rd row | <NA> |
4th row | <NA> |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
비사업용 | 301 | |
사업용 | 257 | |
<NA> | 5 | 0.9% |
용도별 | 1 | 0.2% |
계 | 1 | 0.2% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
비사업용 | 301 | |
사업용 | 257 | |
na | 5 | 0.9% |
용도별 | 1 | 0.2% |
계 | 1 | 0.2% |
Unnamed: 7
Unsupported
REJECTED
  UNSUPPORTED
 
Missing | 5 |
---|---|
Missing (%) | 0.9% |
Memory size | 4.5 KiB |
Unnamed: 8
Unsupported
REJECTED
  UNSUPPORTED
 
Missing | 5 |
---|---|
Missing (%) | 0.9% |
Memory size | 4.5 KiB |
Unnamed: 9
Unsupported
REJECTED
  UNSUPPORTED
 
Missing | 5 |
---|---|
Missing (%) | 0.9% |
Memory size | 4.5 KiB |
Unnamed: 10
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 565 |
---|---|
Missing (%) | 100.0% |
Memory size | 5.1 KiB |
Unnamed: 11
Text
MISSING
 
Distinct | 2 |
---|---|
Distinct (%) | 100.0% |
Missing | 563 |
Missing (%) | 99.6% |
Memory size | 4.5 KiB |
Value | Count | Frequency (%) |
2 | ||
page | 1 | |
no | 1 | |
출력일자 | 1 |
Most occurring characters
Value | Count | Frequency (%) |
3 | ||
: | 2 | |
P | 1 | 6.2% |
a | 1 | 6.2% |
g | 1 | 6.2% |
e | 1 | 6.2% |
N | 1 | 6.2% |
o | 1 | 6.2% |
. | 1 | 6.2% |
출 | 1 | 6.2% |
Other values (3) | 3 |
Most occurring categories
Value | Count | Frequency (%) |
Lowercase Letter | 4 | |
Other Letter | 4 | |
Space Separator | 3 | |
Other Punctuation | 3 | |
Uppercase Letter | 2 |
Most frequent character per category
Lowercase Letter
Value | Count | Frequency (%) |
a | 1 | |
g | 1 | |
e | 1 | |
o | 1 |
Other Letter
Value | Count | Frequency (%) |
출 | 1 | |
력 | 1 | |
일 | 1 | |
자 | 1 |
Other Punctuation
Value | Count | Frequency (%) |
: | 2 | |
. | 1 |
Uppercase Letter
Value | Count | Frequency (%) |
P | 1 | |
N | 1 |
Space Separator
Value | Count | Frequency (%) |
3 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 6 | |
Latin | 6 | |
Hangul | 4 |
Most frequent character per script
Latin
Value | Count | Frequency (%) |
P | 1 | |
a | 1 | |
g | 1 | |
e | 1 | |
N | 1 | |
o | 1 |
Hangul
Value | Count | Frequency (%) |
출 | 1 | |
력 | 1 | |
일 | 1 | |
자 | 1 |
Common
Value | Count | Frequency (%) |
3 | ||
: | 2 | |
. | 1 | 16.7% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 12 | |
Hangul | 4 | 25.0% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
3 | ||
: | 2 | |
P | 1 | 8.3% |
a | 1 | 8.3% |
g | 1 | 8.3% |
e | 1 | 8.3% |
N | 1 | 8.3% |
o | 1 | 8.3% |
. | 1 | 8.3% |
Hangul
Value | Count | Frequency (%) |
출 | 1 | |
력 | 1 | |
일 | 1 | |
자 | 1 |
Unnamed: 12
Unsupported
REJECTED
  UNSUPPORTED
 
Missing | 5 |
---|---|
Missing (%) | 0.9% |
Memory size | 4.5 KiB |
Unnamed: 13
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 565 |
---|---|
Missing (%) | 100.0% |
Memory size | 5.1 KiB |
Unnamed: 14
Text
MISSING
 
Distinct | 2 |
---|---|
Distinct (%) | 100.0% |
Missing | 563 |
Missing (%) | 99.6% |
Memory size | 4.5 KiB |
Value | Count | Frequency (%) |
1 | 1 | |
2023-03-23 | 1 | |
10:28:42 | 1 |
Most occurring characters
Value | Count | Frequency (%) |
2 | 5 | |
0 | 3 | |
3 | 3 | |
1 | 2 | 10.0% |
- | 2 | 10.0% |
: | 2 | 10.0% |
1 | 5.0% | |
8 | 1 | 5.0% |
4 | 1 | 5.0% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 15 | |
Dash Punctuation | 2 | 10.0% |
Other Punctuation | 2 | 10.0% |
Space Separator | 1 | 5.0% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
2 | 5 | |
0 | 3 | |
3 | 3 | |
1 | 2 | 13.3% |
8 | 1 | 6.7% |
4 | 1 | 6.7% |
Dash Punctuation
Value | Count | Frequency (%) |
- | 2 |
Other Punctuation
Value | Count | Frequency (%) |
: | 2 |
Space Separator
Value | Count | Frequency (%) |
1 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 20 |
Most frequent character per script
Common
Value | Count | Frequency (%) |
2 | 5 | |
0 | 3 | |
3 | 3 | |
1 | 2 | 10.0% |
- | 2 | 10.0% |
: | 2 | 10.0% |
1 | 5.0% | |
8 | 1 | 5.0% |
4 | 1 | 5.0% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 20 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
2 | 5 | |
0 | 3 | |
3 | 3 | |
1 | 2 | 10.0% |
- | 2 | 10.0% |
: | 2 | 10.0% |
1 | 5.0% | |
8 | 1 | 5.0% |
4 | 1 | 5.0% |
Unnamed: 15
Unsupported
REJECTED
  UNSUPPORTED
 
Missing | 5 |
---|---|
Missing (%) | 0.9% |
Memory size | 4.5 KiB |
Unnamed: 0 | Unnamed: 3 | Unnamed: 6 | Unnamed: 11 | Unnamed: 14 | |
---|---|---|---|---|---|
Unnamed: 0 | 1.000 | 0.676 | 0.908 | 0.000 | 0.000 |
Unnamed: 3 | 0.676 | 1.000 | 0.933 | NaN | NaN |
Unnamed: 6 | 0.908 | 0.933 | 1.000 | NaN | NaN |
Unnamed: 11 | 0.000 | NaN | NaN | 1.000 | 0.000 |
Unnamed: 14 | 0.000 | NaN | NaN | 0.000 | 1.000 |
Unnamed: 3 | Unnamed: 6 | |
---|---|---|
Unnamed: 3 | 1.000 | 0.812 |
Unnamed: 6 | 0.812 | 1.000 |
Unnamed: 3 | Unnamed: 6 | |
---|---|---|
Unnamed: 3 | 1.000 | 0.812 |
Unnamed: 6 | 0.812 | 1.000 |
Unnamed: 0 | Unnamed: 1 | Unnamed: 2 | Unnamed: 3 | 연료별 차종별 용도별 등록현황 | Unnamed: 5 | Unnamed: 6 | Unnamed: 7 | Unnamed: 8 | Unnamed: 9 | Unnamed: 10 | Unnamed: 11 | Unnamed: 12 | Unnamed: 13 | Unnamed: 14 | Unnamed: 15 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | <NA> | <NA> | NaN | <NA> | <NA> | <NA> | <NA> | NaN | NaN | NaN | <NA> | <NA> | NaN | <NA> | <NA> | NaN |
1 | <NA> | <NA> | NaN | <NA> | <NA> | <NA> | <NA> | NaN | NaN | NaN | <NA> | <NA> | NaN | <NA> | <NA> | NaN |
2 | 자동차관리 시스템 | <NA> | NaN | <NA> | <NA> | <NA> | <NA> | NaN | NaN | NaN | <NA> | <NA> | NaN | <NA> | <NA> | NaN |
3 | PROG_ID : | <NA> | STA029Q | <NA> | <NA> | <NA> | <NA> | NaN | NaN | NaN | <NA> | Page No. : | NaN | <NA> | 1 | NaN |
4 | 통계기준월 : | <NA> | 202301 | <NA> | <NA> | <NA> | <NA> | NaN | NaN | NaN | <NA> | 출력일자 : | NaN | <NA> | 2023-03-23 10:28:42 | NaN |
5 | 시군구별 | <NA> | NaN | 연료별 | <NA> | <NA> | 용도별 | 승 용 | 승 합 | 화 물 | <NA> | <NA> | 특 수 | <NA> | <NA> | 계 |
6 | 합 계 | <NA> | NaN | 계 | <NA> | <NA> | 계 | 2765782 | 95828 | 321896 | <NA> | <NA> | 10845 | <NA> | <NA> | 3194351 |
7 | 종로구 | <NA> | NaN | CNG | <NA> | <NA> | 비사업용 | 6 | 4 | 19 | <NA> | <NA> | 0 | <NA> | <NA> | 29 |
8 | <NA> | <NA> | NaN | CNG | <NA> | <NA> | 사업용 | 0 | 84 | 0 | <NA> | <NA> | 0 | <NA> | <NA> | 84 |
9 | <NA> | <NA> | NaN | 경유 | <NA> | <NA> | 비사업용 | 9820 | 2952 | 3578 | <NA> | <NA> | 141 | <NA> | <NA> | 16491 |
Unnamed: 0 | Unnamed: 1 | Unnamed: 2 | Unnamed: 3 | 연료별 차종별 용도별 등록현황 | Unnamed: 5 | Unnamed: 6 | Unnamed: 7 | Unnamed: 8 | Unnamed: 9 | Unnamed: 10 | Unnamed: 11 | Unnamed: 12 | Unnamed: 13 | Unnamed: 14 | Unnamed: 15 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
555 | <NA> | <NA> | NaN | 하이브리드(LPG+전기) | <NA> | <NA> | 사업용 | 1 | 0 | 0 | <NA> | <NA> | 0 | <NA> | <NA> | 1 |
556 | <NA> | <NA> | NaN | 하이브리드(경유+전기) | <NA> | <NA> | 비사업용 | 144 | 0 | 0 | <NA> | <NA> | 0 | <NA> | <NA> | 144 |
557 | <NA> | <NA> | NaN | 하이브리드(경유+전기) | <NA> | <NA> | 사업용 | 6 | 0 | 0 | <NA> | <NA> | 0 | <NA> | <NA> | 6 |
558 | 강동구 | <NA> | NaN | 하이브리드(휘발유+전기) | <NA> | <NA> | 비사업용 | 8128 | 0 | 0 | <NA> | <NA> | 0 | <NA> | <NA> | 8128 |
559 | <NA> | <NA> | NaN | 하이브리드(휘발유+전기) | <NA> | <NA> | 사업용 | 67 | 0 | 0 | <NA> | <NA> | 0 | <NA> | <NA> | 67 |
560 | <NA> | <NA> | NaN | 휘발유 | <NA> | <NA> | 비사업용 | 29330 | 18 | 105 | <NA> | <NA> | 0 | <NA> | <NA> | 29453 |
561 | <NA> | <NA> | NaN | 휘발유 | <NA> | <NA> | 사업용 | 85 | 0 | 0 | <NA> | <NA> | 0 | <NA> | <NA> | 85 |
562 | <NA> | <NA> | NaN | 휘발유(무연) | <NA> | <NA> | 비사업용 | 48648 | 16 | 29 | <NA> | <NA> | 0 | <NA> | <NA> | 48693 |
563 | <NA> | <NA> | NaN | 휘발유(무연) | <NA> | <NA> | 사업용 | 267 | 3 | 0 | <NA> | <NA> | 0 | <NA> | <NA> | 270 |
564 | <NA> | <NA> | NaN | 휘발유(유연) | <NA> | <NA> | 비사업용 | 49 | 0 | 0 | <NA> | <NA> | 0 | <NA> | <NA> | 49 |
Most frequently occurring
Unnamed: 0 | Unnamed: 3 | Unnamed: 6 | Unnamed: 11 | Unnamed: 14 | # duplicates | |
---|---|---|---|---|---|---|
2 | <NA> | 경유 | 사업용 | <NA> | <NA> | 25 |
4 | <NA> | 기타연료 | 사업용 | <NA> | <NA> | 25 |
9 | <NA> | 전기 | 비사업용 | <NA> | <NA> | 25 |
10 | <NA> | 전기 | 사업용 | <NA> | <NA> | 25 |
20 | <NA> | 휘발유(무연) | 비사업용 | <NA> | <NA> | 25 |
21 | <NA> | 휘발유(무연) | 사업용 | <NA> | <NA> | 25 |
22 | <NA> | 휘발유(유연) | 비사업용 | <NA> | <NA> | 25 |
0 | <NA> | CNG | 사업용 | <NA> | <NA> | 24 |
1 | <NA> | 경유 | 비사업용 | <NA> | <NA> | 24 |
5 | <NA> | 수소 | 비사업용 | <NA> | <NA> | 24 |