citibike | R package based on ETL framework | Data Visualization library
kandi X-RAY | citibike Summary
kandi X-RAY | citibike Summary
R package based on ETL framework to interface with NYC CitiBike data. citibike is a R package that contains NYC CitiBike trip data from CitiBike website, and it allows users to upload multiple years of monthly citibike trip data to a local SQL database. CitiBike updates New York City citibike data once per season, so users can get access to trip information from 2013-07 to 2016-05. This package uses the etl database framework. Please see the vignette to get started.
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Trending Discussions on citibike
QUESTION
Given below data,I try to find the most frequently used bike’s data records.I need to find the bikeid that has the highest number of records. Then using the highest bikeid, filter my data for only that bikeid and display only those records.
...ANSWER
Answered 2021-Apr-16 at 01:42library(dplyr)
mtcars %>%
filter(cyl == names(which.max(table(cyl))))
# mpg cyl disp hp drat wt qsec vs am gear carb
# Hornet Sportabout 18.7 8 360.0 175 3.15 3.440 17.02 0 0 3 2
# Duster 360 14.3 8 360.0 245 3.21 3.570 15.84 0 0 3 4
# Merc 450SE 16.4 8 275.8 180 3.07 4.070 17.40 0 0 3 3
# Merc 450SL 17.3 8 275.8 180 3.07 3.730 17.60 0 0 3 3
# Merc 450SLC 15.2 8 275.8 180 3.07 3.780 18.00 0 0 3 3
# Cadillac Fleetwood 10.4 8 472.0 205 2.93 5.250 17.98 0 0 3 4
# Lincoln Continental 10.4 8 460.0 215 3.00 5.424 17.82 0 0 3 4
# Chrysler Imperial 14.7 8 440.0 230 3.23 5.345 17.42 0 0 3 4
# Dodge Challenger 15.5 8 318.0 150 2.76 3.520 16.87 0 0 3 2
# AMC Javelin 15.2 8 304.0 150 3.15 3.435 17.30 0 0 3 2
# Camaro Z28 13.3 8 350.0 245 3.73 3.840 15.41 0 0 3 4
# Pontiac Firebird 19.2 8 400.0 175 3.08 3.845 17.05 0 0 3 2
# Ford Pantera L 15.8 8 351.0 264 4.22 3.170 14.50 0 1 5 4
# Maserati Bora 15.0 8 301.0 335 3.54 3.570 14.60 0 1 5 8
QUESTION
When I run the code below in MySQL5.0, I will have a response like:
...Error Code: 2068. LOAD DATA LOCAL INFILE file request rejected due to restrictions on access.
ANSWER
Answered 2020-Jul-15 at 19:04OK, I found the solution finally, we need to go to the MySQL Command Line Client (My version is 5.7), and change all the \
in the path to /
, like
QUESTION
Create table statement
...ANSWER
Answered 2020-May-14 at 17:24When you created the table you used double-quotes around the table name which means it is case sensitive: create table "DEMO_DB"."PUBLIC"."Trips"
. When you do this it means that every time you reference the table now you need to put it in quotes (the table name is Trips and not TRIPS or trips)
Try running this as your PUT
command:
QUESTION
I'm trying to find all stations inside Manhattan from the CitiBikes dataset. I can get the shape of Manhattan from OpenStreetMap by
...ANSWER
Answered 2020-Feb-26 at 19:51If you want to select only Manhattan start stations, it can be done just from coords of bbox:
QUESTION
Hi I am trying to learn higher order functions (HOF's) in python. I understand their simple uses for reduce, map and filter. But here I need to create a tuple of the stations the bikes came and went from with the number of events at those stations as the second value. Now the commented out code is this done with normal functions (I left it as a dictionary but thats easy to convert to a tuple).
But I've been racking my brain for a while and cant get it to work using HOF's. My idea right now is to somehow use map to go through the csvReader and add to the dictionary. For some reason I cant understand what to do here. Any help understanding how to use these functions properly would be helpful.
...ANSWER
Answered 2020-Feb-21 at 00:55list(map(...))
creates a list of results, not a dictionary.
If you want to fill in a dictionary, you can use reduce()
, using the dictionary as the accumulator.
QUESTION
I have a dataframe DF1, that has 4 distinct one word named columns, and one identifier column, tz:
Tz, Population, Citibike, Residential, Taxi
Initially, I want to create a dictionary preserving the elements index:
...ANSWER
Answered 2019-Sep-21 at 23:25For the first problem on line
for name in len(DF1.columns):
You are trying to have the for loop loop through len(DF1.columns)
, but len() functions in Python return integers. You may have wanted instead to loop through the DF1.columns itself:
for name in DF1.columns:
For the second problem, it's likely that somewhere in your code, you make a call that is similar to this,
str = ../
The error is complaining that str is an object in python that is not callable, so make sure you do not use any variables named 'str' (because str is a special name in Python).
Referenced from the question here
QUESTION
I am trying to create a very simple script using JQuery that will take a JSON dataset from a URL, filter the JSON using a hard-coded parameter and output the text from some of the data from the resulting filtered dataset. I would prefer to use JQuery, but am open to JavaScript options as well. This particular example is using the NYC CitiBike station status JSON feed and filtering using the "station_id" variable of 168 (the first station in the set).
I would also like this to refresh the query (or the div) every 30 seconds without refreshing the entire HTML page.
Below is an example of what I am attempting to accomplish. It should convey the general sense of what I am trying to accomplish.
...ANSWER
Answered 2019-Aug-12 at 19:55If all you want is the single item you can use find()
instead of filter()
.
Also the array is in property data.data.stations
QUESTION
I found the following function in a book I currently read. I understand the function but not why we do data_mine['one'] = 1
and why we return data_resampled.one
. Can you explain to me the reason why the author is doing that? Here you can find citibike.csv
ANSWER
Answered 2019-May-09 at 15:52data_mine['one'] = 1
makes all values of the column - 'one' (if it exists already) to 1. If it does not exist already, you just appended a new column ['one']
with all values 1 in data_mine
.
Hope this makes you understand the function better.
QUESTION
I am using python 3 and my goal is to read a .csv file and print it's just first row into dictionary(json) format ,that too in sort by keys.I put enough effort and need help. All I tried is as below:-
...ANSWER
Answered 2019-Jan-12 at 16:46To sort the dict, try something like this:
QUESTION
I've produced a json file from a public API with a curl request:
...ANSWER
Answered 2018-Sep-26 at 19:47With your input (rendered into valid JSON), the filter:
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