fake-news | Mock library
kandi X-RAY | fake-news Summary
kandi X-RAY | fake-news Summary
fake-news
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Top functions reviewed by kandi - BETA
- Generate text .
- Loads twitter data from a file .
- Main function .
- Generate a LSTM model .
- Load embeddings .
- Generate an LSTM model .
- load generic tweet tweets
- Extracts the data set from the data
- Filters out a list of tweets in a given vocabulary .
- Event handler .
fake-news Key Features
fake-news Examples and Code Snippets
Community Discussions
Trending Discussions on fake-news
QUESTION
I have a dataframe that has a weird format that I am having difficulty formatting it to a desired format. I just need the columns first_name
, last_name
, domain
, Email
, Verification
and status
but am not sure how to remove it when it is in this format.
ANSWER
Answered 2021-May-04 at 18:18You can read the file with pandas.read_csv()
with error_bad_lines=False
:
QUESTION
I'm doing feature extraction from labelled Twitter data to use for predicting fake tweets. I've been spending a lot of time on various GitHub methods, R libraries, stackoverflow posts, but somehow I couldn't find a "direct" method of extracting features related to emojis, e.g. number of emojis, whether the tweet contains emoji(1/0) or even occurrence of specific emojis(that might occur more often in fake/real news). I'm not sure whether there is a point in showing reproducible code.
"Ore" library, for example, offers functions that gather all tweets in an object and extracts emojis, but the formats are problematic (at least, to me) when trying to create features out of the extractions, as mentioned above. The example below uses a whatsapp text sample. I will add twitter data from kaggle to make it somewhat reproducible. Twitter Dataset: https://github.com/sherylWM/Fake-News-Detection-using-Twitter/blob/master/FinalDataSet.csv
...ANSWER
Answered 2020-Apr-24 at 10:55I wrote a function for this purpose in my package rwhatsapp
.
As your example is a whatsapp dataset, you can test it directly using the package (install via remotes::install_github("JBGruber/rwhatsapp")
)
QUESTION
Im working on an nlp project and am working with fake news, with one of the inputs being the headlines. I have tokenized my headlines in the following format:
...ANSWER
Answered 2020-Apr-09 at 19:33You are iterating over each word and appending them one at a time to the list, which is why it is flattening. Instead of appending each word you need to append the filtered list. This is probably clearer if you do it as a list comprehension:
QUESTION
Im trying to train a model, however when I fit the model, I am getting the following error:
...ANSWER
Answered 2020-Apr-06 at 22:56I think you have one feature and 3608 records, but the code thinks there is one sample with 3608 features.
change the code where x and y are defined as follows.
QUESTION
I am working on a chrome extension and I want to be able to have a response when the 'done' button is clicked, the settings window should close and the user would receive a message :
Here is the code for the settings page: settings.html
...ANSWER
Answered 2020-Mar-14 at 18:22So from my understanding, you are trying to close the window when the "DONE" button is clicked, if so:
You can remove the onclick
attribute from the button tag and attach an EventListener
to the button itself like so:
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
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Install fake-news
You can use fake-news like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
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