pm25 | PM2.5 Detector and Feedback | Machine Learning library
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QUESTION
I'm working on a dataset with monthly air pollution data for a city in china. This is what it looks like.(all numericals are of class 'integer')
...ANSWER
Answered 2021-Jun-11 at 14:59This creates a zoo object, z
, and from that a ts object tt
whose columns are the individual series so z$SO2
or z[, "SO2"]
is an individual zoo series and tt[, "SO2"]
is an individual ts series. Generally it's a better idea to keep the series together and not create a bunch of variables in your workspace but if you want to do it anyways then the for
statement at the end will create a ts variable for each column.
QUESTION
On a fresh install of R, Rtools, Rstudio on Windows 10, I am unable to knit in PDF (pdflatex or xelatex) the following rmarkdown file consisting in a kableExtra table including "é" characters in cells.
...ANSWER
Answered 2021-Jun-07 at 15:00I finally found the cause, almost by accident...
The new laptop on which I wanted to use Rstudio has a brand new installation of Windows 10 Pro. I seems that, by default, in "Region Settings" window the beta feature "Use Unicode UTF-8 for worldwide language support" is activated. This results in the previous error message when compiling a kable(Extra) with UTF-8 characters in PDF. Unselecting it solved the issue.
QUESTION
I made a function to clean null values but it doesnt working as well as i expected. This is my change date function.
This function take generated date from thingspeak and change it for better reading.I added option for short version of date and longer.
...ANSWER
Answered 2021-May-29 at 14:03If you look at the Date documentation, you will find that the date parsing will differ depending on the host machine. This explains why it works in codesandbox and not in your machine.
Quoting it:
parses a string representation of a date, and returns the number of milliseconds since January 1, 1970, 00:00:00 UTC or NaN if the string is unrecognized or, in some cases, contains illegal date values (...) There are still many differences in how different hosts parse date strings, therefore date strings should be manually parsed (a library can help if many different formats are to be accommodated).
My recommendation is to use Momentjs to parse and handle the date. It also helps you format your output, so you don't have to do it yourself:
QUESTION
by http method Im downloading dto with some variables and some of them may be undefined.
example Http response (it may contains more variables like SO2, C6H6 etc...):
...ANSWER
Answered 2021-May-01 at 10:20You are getting the correct thing in your console, it shows you that you get an array. The contents just happens to be undefined
.
QUESTION
I want to use ggplot for generating a plot with 4 different values. In the sample data-frame below I have 4 coloums and I want to plot them all together in one plot. I want "Code" to be the x-axis, "Cor" to be the y-axis, "Vari" to be displayed by different colors and "Con" to be displayed by different symbols.
I know how to plot it with 3 of the 4 colums and so far I just made 2 different plots, one with only "Vari" and one with only "Con". But I want to combine them. I tried:
...ANSWER
Answered 2021-Apr-19 at 20:15Not so sure what the problem is - I feel that from your question you should know the answer...
I'd use color aesthetic instead, because there are not many shapes that have a fill.
And there is a scale_(*aes*)_manual
for each aesthetic. I have added this, although the values 1:6 are pretty random.
QUESTION
I've got the following dataset:
...ANSWER
Answered 2021-Apr-12 at 03:57First create a Quarter
column from original Date
column
QUESTION
I am using pandas groupby to group duplicate dates by their pm25 values to get one average. However when I use the groupby function, the structure of my dataframe changes, and I can no longer call the 'Date' Column.
Using groupby also changes the structure of my data: instead of being sorted by 1/1/19, 1/2/19, it is sorted by 1/1/19, 1/10/19, 1/11/19.
Here is my current code:
Before using df.groupby my df looks like:
I use groupby:
...ANSWER
Answered 2021-Apr-02 at 08:49Using groupby also changes the structure of my data: instead of being sorted by 1/1/19, 1/2/19, it is sorted by 1/1/19, 1/10/19, 1/11/19.
This is because your Date
column type is string not datetime. In string comparison, the third character 1
of 1/10/19
is smaller than the third character 2
of 1/2/19
. If you want to keep the original sequence, you can to the following
QUESTION
I have a table sensor_measurements and the columns measurements and measure_at (timestamp)
...ANSWER
Answered 2021-Mar-30 at 18:52I did it on postgres.
First of all you have to have type represents your data:
QUESTION
I have two boards AiThinker A7 and A9G GSM/GPRS/GPS MOdules. I am using the same SIM with both the boards to send data to TCP server. It works fine with A7 module, while gives error on A9G module. The log is as follows:
For AiThinker A7 Board
...ANSWER
Answered 2021-Feb-12 at 15:22You need to correctly set the APN name with the command
QUESTION
UPDATE: I was able to locate the measurements.db file in the root path. It does not have a Measurements-Table like the error-message says, which propably causes it.
Replacing it with my local file - fixes it and the program works as intended.
So my question changes: Why does it not create the Measurements-Table inside the db-file?
Hey there,
First of all the project runs fine locally! I am having the issue that after publishing (with the command dotnet publish -c Release -r debian-x64
), moving the files of the publish-folder to the Linux VM and launching with dotnet MessdatenController.ddl
that it is unable to create the measurements.db file by itself which propably results in the following error. (Nor does it find it, when adding/uploading it manualy).
ANSWER
Answered 2020-Dec-06 at 14:20The SQLite provider for EntityFramework will not create the database or add missing tables automatically for you. You can call dbContext.Database.EnsureCreatedAsync()
to make EF create the database file if it does not exist. It will then also create all the required tables. However, if the file already exists, it will not modify it.
If you want to add additional tables to your database at a later time, you should consider using migrations which allow you to evolve your database schema over time while providing means to migrate from older versions of a database to the current schema.
If you have migrations set up, you can call dbContext.Database.EnsureMigratedAsync()
to apply pending migrations to the database and make sure that the database matches the model you expect.
You can also create the database or apply migrations using the dotnet ef
command line utility.
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