AttractRank: District Attraction Ranking Analysis Based on Taxi Big Data
Our taxi statistic data and codes are made publicly available for academic research usage.
source.csv
Data Introduction:
Period：2017.02.01–2017.03.31
Rows : 2306690
Position：Guangzhou, China
Data Structure:
Column
Explanation
id
Primary key
from_idx
The ordinal of departure place’s
to_idx
The ordinal of destination place’s
date_month
month
date_day
day
date_hour
hour
route_weight
The count of record in this hour
Data sample:
id
from_idx
to_idx
date_month
date_day
date_hour
route_weight
0
0
0
2
1
0
9
1
0
1
2
1
0
1
2
0
2
2
1
0
2
3
0
3
2
1
0
1
4
0
4
2
1
0
3
5
0
5
2
1
0
3
6
0
7
2
1
0
2
7
0
8
2
1
0
3
8
0
9
2
1
0
4
9
0
10
2
1
0
1
10
0
11
2
1
0
10
attractrank.py
This is the code of our attractrank algorithm.
Data_visualization_application_system
This is the open source code of our visualization application system.
distance_matrix.csv
This is the distance matrix required by our algorithm.
districts_details.csv
This is the detailed data about districts of the Guangzhou that we divided, including the latitude and longitude point of the center of each area, and the set of latitude and longitude points of the outer contour of each area, etc.
关于
AttractRank: District Attraction Ranking Analysis Based on Taxi Big Data
2020 IEEE Transactions on Industrial Informatics
AttractRank: District Attraction Ranking Analysis Based on Taxi Big Data
Our taxi statistic data and codes are made publicly available for academic research usage.
source.csv
Data Introduction:
Period：2017.02.01–2017.03.31
Rows : 2306690
Position：Guangzhou, China
Data Structure:
Data sample:
attractrank.py
This is the code of our attractrank algorithm.
Data_visualization_application_system
This is the open source code of our visualization application system.
distance_matrix.csv
This is the distance matrix required by our algorithm.
districts_details.csv
This is the detailed data about districts of the Guangzhou that we divided, including the latitude and longitude point of the center of each area, and the set of latitude and longitude points of the outer contour of each area, etc.