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https://github.com/kevinburke/gobike
https://github.com/kevinburke/gobike
bayarea bikeshare data-visualization gobike golang
Last synced: 23 days ago
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- Host: GitHub
- URL: https://github.com/kevinburke/gobike
- Owner: kevinburke
- Created: 2018-08-08T06:23:38.000Z (about 6 years ago)
- Default Branch: master
- Last Pushed: 2021-10-08T21:24:08.000Z (about 3 years ago)
- Last Synced: 2024-06-20T19:17:36.181Z (5 months ago)
- Topics: bayarea, bikeshare, data-visualization, gobike, golang
- Language: Go
- Homepage: https://bikeshare.science
- Size: 12 MB
- Stars: 6
- Watchers: 4
- Forks: 0
- Open Issues: 13
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# GoBike Data
This project visualizes data about the Ford GoBike network. The data is
available here: https://bikeshare.science.
## Trip Data
Trip data is downloaded from https://www.fordgobike.com/system-data and should
be placed in the `data` directory. Once downloaded, the directory should look
like this:
```
$ ll data
total 1309768
drwxr-xr-x 11 kevin staff 352B Aug 14 01:08 .
drwxr-xr-x 22 kevin staff 704B Aug 19 20:09 ..
-rw-r--r--@ 1 kevin staff 112M Aug 12 02:44 2017-fordgobike-tripdata.csv
-rw-r--r--@ 1 kevin staff 19M Aug 12 02:44 201801-fordgobike-tripdata.csv
-rw-r--r--@ 1 kevin staff 22M Aug 12 02:44 201802-fordgobike-tripdata.csv
-rw-r--r--@ 1 kevin staff 23M Aug 12 02:44 201803-fordgobike-tripdata.csv
-rw-r--r--@ 1 kevin staff 27M Aug 12 02:44 201804-fordgobike-tripdata.csv
-rw-r--r--@ 1 kevin staff 36M Jun 8 08:08 201805-fordgobike-tripdata.csv
-rw-r--r--@ 1 kevin staff 40M Jul 16 11:40 201806-fordgobike-tripdata.csv
-rw-r--r--@ 1 kevin staff 40M Aug 7 12:01 201807-fordgobike-tripdata.csv
```
This is a prerequisite for building the site.
## Static Site
All of the pages are static pages that are checked in to Git. Run `make site` to
regenerate the HTML pages.
## Testing
Run `make test` to run the test suite.
## Polygons
The polygons are kind of a pain. Use `geojsonlint` to check whether your
polygons are okay. They need to be in a particular order.
Run the `rewind` script to rewind the polygon order.
### Datasets
In addition to server, we've made the Ford GoBike datasets available online.
#### BigQuery
All trip data lives in the
[ford_gobike](https://bigquery.cloud.google.com/table/kjc-datasets:ford_gobike.trips)
dataset, which is available publicly.
##### Trips per week
```sql
SELECT
DATE_TRUNC(DATE(start_time), WEEK) as week,
COUNT(*) as trips
FROM `bay-area-public-data.ford_gobike.trips`
GROUP BY 1
ORDER BY 1
```
##### Unique bikes per week
```sql
SELECT
DATE_TRUNC(DATE(start_time), WEEK) as week,
COUNT(distinct bike_id) as bikes
FROM `bay-area-public-data.ford_gobike.trips`
GROUP BY 1
ORDER BY 1
```
##### Average trips per bike per week
```sql
WITH bike_trips AS (
SELECT
DATE_TRUNC(DATE(start_time), WEEK) as week,
bike_id,
count(*) as trips
FROM `bay-area-public-data.ford_gobike.trips`
GROUP BY 1, 2
ORDER BY 1
)
SELECT week, avg(trips)
FROM bike_trips
GROUP BY 1
```