eda | Material escrito para a disciplina de Estruturas de Dados e | Dataset library
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kandi X-RAY | eda Summary
Material escrito para a disciplina de Estruturas de Dados e Algoritmos da Universidade Federal de Campina Grande.
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QUESTION
I want to update records in table Users that are not present in table UserActions (see sqlfiddle demo or sql and data at gist.github)
My tables
...ANSWER
Answered 2021-Jun-10 at 08:14Perhaps you can just use NOT EXISTS:
QUESTION
Python beginner here...
Trying to understand how to use OneHotEncoder from the sklearn.preprocessing library. I feel pretty confident in using it in combination with fit_transform so that the results can also be fit to the test dataframe. Where I get confused is what to do with the resulting encoded array. Do you then convert the ohe results back to a dataframe and append it to the existing train/test dataframe?
The ohe method seems a lot more cumbersome than the pd.get_dummies method, but from my understanding using ohe with fit_transform makes it easier to apply the same transformation to the test data.
Searched for hours and having a lot of trouble trying to find a good answer for this.
Example with the widely used Titanic dataset:
...ANSWER
Answered 2021-Jun-02 at 02:56Your intuition is correct: pandas.get_dummies()
is a lot easier to use, but the advantage of using OHE is that it will always apply the same transformation to unseen data. You can also export the instance using pickle
or joblib
and load it in other scripts.
There may be a way to directly reattach the encoded columns back to the original pandas.DataFrame
. Personally, I go about it the long way. That is, I fit the encoder, transform the data, attach the output back to the DataFrame and drop the original column.
QUESTION
I'm building a mobile app, I want to set my images from firestore-collections to my react-native-image-gallery. I already get my all link of images from firestore, but I couldn't solve how to set them to my image-gallery. My react-native-image-gallery codes with images are:
...ANSWER
Answered 2021-May-30 at 08:50Finally I solved my problem after spending hours. I used "source:" instead of "data:" in imageList[] in my service code.
QUESTION
I am new to pandas and I am trying to carry out some EDA on my twitter dataset. Dataset column
Link to Dataset : https://www.kaggle.com/kaushiksuresh147/the-social-dilemma-tweets
Dataframe Sample : Sample dataframe
I want to filter new users created (from the user_created column) between "2020-09-08 and 2020-09-22" and then group the results with the sentiment column. I also want to count the total number of tweets created from this new users within that period and compare it with the overall number of tweets from other users which are not in the selected range(2020-09-08 and 2020-09-22).
I have tried an approach and my code keeps giving me the error message : KeyError: 'user_created'code snippet
I also tried this code which also gives me error message:KeyError: 'user_created'2nd code
...ANSWER
Answered 2021-May-24 at 04:50I think start
and end
should be in datetime format (datetime.datetime
, np.datetime64
, or pd.Timestamp
), not in string format.
QUESTION
I am using EDA Playground with Aldec Riviera simulator, and I have this module here:
...ANSWER
Answered 2021-May-23 at 14:27In the testbench, you declared the result
signal, but it is not connected to anything. You probably intended it to be driven by the alu
output of the same name. In that case, you should connect it to the instance:
Change:
QUESTION
I'm trying to write an I2C Slave and test it in isolation.
I have a simulation that should be pulling SDA
low when write_ack
is high (Also highlighted by the red dots). However, you can see that SDA
remains the same.
Part of me thinks it's to do with the way I'm testing with the force
methods and the delays.
Any help appreciated.
I have found the keyword release
which seems to help.
Code below & EDA Playground is here: https://edaplayground.com/x/6snM
...ANSWER
Answered 2021-May-17 at 17:20Instead of using force
, a more conventional approach is to add a tristate buffer to the testbench, just like you have in the design.
For SDA
, create a buffer control signal (drive_sda
) and a testbench data signal (sda_tb
). Use a task
to drive a byte and wait for the ACK.
Since SCL
is not an inout
, there is no need for a pullup, and it can be directly driven by clk
.
QUESTION
I am writing a query to pull a list of student enrollments, and creating a virtual column with logic to assign students with various academic plans to communication groups (comm_group
). The source view I've been provided to work with pulls one record for EACH academic plan for a student with ANY enrollment in our department. As a result, there are records of enrollments that have nothing to do with our department, because OTHER enrollments that in our department exist. I could just filter out those rows, but I would like to double-check the logic in my virtual column by finding any students who have ALL null values in the comm_group
column. That would indicate that I missed some plan codes somewhere. Here's some sample data:
User 3
has an enrollment in EDC
, so should have a value for that column for COMM_GROUP
for that row. This means I have left out EDC
from my case
statements in my virtual column. I would like to identify all such errors by selecting finding all users who ONLY have NULL
values.
I'm almost there, but I'm missing something. My code looks like this right now:
...ANSWER
Answered 2021-May-14 at 20:10It would be easier to use analytic count()
for your requirements:
QUESTION
I am trying to get the second last value in each row of a data frame, meaning the first job a person has had. (Job1_latest is the most recent job and people had a different number of jobs in the past and I want to get the first one). I managed to get the last value per row with the code below:
first_job <- function(x) tail(x[!is.na(x)], 1)
first_job <- apply(data, 1, first_job)
...ANSWER
Answered 2021-May-11 at 13:56You can get the value which is next to last non-NA value.
QUESTION
I'm doing a sentiment analysis on the IMDB dataset in tensorflow and I'm trying to augment the training dataset by using the textaugment library which they said is 'plug and play' into tensorflow. So it should be rather simple, but I'm new to tf so I'm not sure how to go about doing that. Here is what I have and what I am trying, based on reading the tutorials on the site.
I tried to do a map to augment the training data but I got an error. You can scroll down to the last code block to see the error.
...ANSWER
Answered 2021-Apr-24 at 18:21I am also trying to do the same. The error occurs because the textaugment function t.random_swap()
is supposed to work on Python string objects.
In your code, the function is taking in a Tensor with dtype=string. As of now, tensor objects do not have the same methods as Python strings. Hence, the error code.
Nb. tensorflow_text has some additional APIs to work with such tensors of string types. Albeit, it is limited at the moment to tokenization, checking upper or lower case etc. A long winded workaround is to use the py_function
wrapper but this reduces performance. Cheers and hope this helps. I opted not to use textaugment in the end in my use case.
Nbb. tf.strings APIs have a bit more functionalities, such as regex replace etc but it is not complicated enough for your use case of augmentation. Would be helpful to see what others come up with, or if there are future updates to either TF or textaugment.
QUESTION
I wanted to create a weibull probability plot using Bokeh. Based on the reference (linked below),
https://www.itl.nist.gov/div898/handbook/eda/section3/weibplot.htm
The y-axis of a weibull probability plot has an axes with scale: ln(-ln(1-p)). Let's say that I have defined a function (with it's inverse function),
...ANSWER
Answered 2021-Apr-11 at 02:36Scale application actually happens in JavaScript, in the browser, not in any Python code. So no Python functions are relevant to the question with respect to Bokeh. As of version 2.3.1, only categorical , linear, and (standard) log scales are supported in the BokehJS client library.
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