Overview

Dataset statistics

Number of variables3
Number of observations74
Missing cells11
Missing cells (%)5.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.9 KiB
Average record size in memory25.7 B

Variable types

Unsupported3

Dataset

Description광주광역시 시내버스 평일 운행 시간표에 대한 데이터입니다. 시내버스 노선별 횟수, 출발시간, 배차간격, 주행거리 등의 항목을 제공합니다.※본 데이터 및 추가 관련 정보는 광주광역시 버스운행정보(http://bus.gwangju.go.kr/guide/notice/noticeList) 사이트 내 공지사항에서도 확인하실 수 있습니다.
Author광주광역시
URLhttps://www.data.go.kr/data/15055903/fileData.do

Alerts

순환01번 운행시간표(평일) has 3 (4.1%) missing valuesMissing
Unnamed: 1 has 3 (4.1%) missing valuesMissing
Unnamed: 2 has 5 (6.8%) missing valuesMissing
순환01번 운행시간표(평일) is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 1 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

Reproduction

Analysis started2024-03-15 00:19:20.449623
Analysis finished2024-03-15 00:19:21.362484
Duration0.91 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순환01번 운행시간표(평일)
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)4.1%
Memory size720.0 B

Unnamed: 1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)4.1%
Memory size720.0 B

Unnamed: 2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing5
Missing (%)6.8%
Memory size720.0 B

Missing values

2024-03-15T09:19:20.557157image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-15T09:19:20.939125image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
2024-03-15T09:19:21.217582image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

순환01번 운행시간표(평일)Unnamed: 1Unnamed: 2
0NaNNaNNaN
1NaNNaNNaN
2NaNNaNNaN
3회수운천방향시청방향
415:40\n(남광주)5:40\n(남광주)
5205:40:0005:40:00
6306:00:0006:00:00
7406:17:0006:16:00
8506:34:0006:32:00
9606:44:0006:46:00
순환01번 운행시간표(평일)Unnamed: 1Unnamed: 2
646119:46:0020:46:00
656220:02:0020:58:00
666320:18:0021:10:00
676420:34:0021:22:00
686520:50:0021:34:00
696621:06:0021:46:00
706721:22:0021:58:00
716821:38:0022:10:00
726921:54:00NaN
737022:10:00NaN