Overview

Dataset statistics

Number of variables3
Number of observations56
Missing cells22
Missing cells (%)13.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.4 KiB
Average record size in memory26.3 B

Variable types

Unsupported3

Dataset

Description광주광역시 시내버스 공휴일 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/15055904/fileData.do

Alerts

순환01번 운행시간표 (공휴일) has 3 (5.4%) missing valuesMissing
Unnamed: 1 has 9 (16.1%) missing valuesMissing
Unnamed: 2 has 10 (17.9%) missing valuesMissing
순환01번 운행시간표 (공휴일) 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 started2024-03-14 11:33:08.848749
Analysis finished2024-03-14 11:33:09.619932
Duration0.77 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순환01번 운행시간표 (공휴일)
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)5.4%
Memory size576.0 B

Unnamed: 1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing9
Missing (%)16.1%
Memory size576.0 B

Unnamed: 2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10
Missing (%)17.9%
Memory size576.0 B

Missing values

2024-03-14T20:33:08.962369image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-14T20:33:09.207036image/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.
2024-03-14T20:33:09.482963image/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 (공휴일)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
7406:22:0006:22:00
8506:44:0006:44:00
9607:06:0007:06:00
순환01번 운행시간표 (공휴일)Unnamed: 1Unnamed: 2
464320:58:0021:22:00
474421:22:0021:46:00
484521:46:0022:10:00
494622:10:00NaN
5047NaNNaN
5148NaNNaN
5249NaNNaN
5350NaNNaN
5451NaNNaN
5552NaNNaN