Overall, word clouds can be a useful tool for quicklysummarizing and visualizing large amounts of textdata. However, it's important to use them in conjunction with other analytical techniques to ensure that the insights gleaned from them are accurate and meaningful....
Many times you might have seen a cloud filled with lots of words in different sizes, which represent the frequency or the importance of each word. This is called a Tag Cloud or word cloud. For this tutorial, you will learn how to create a word cloud in Python and customize it as you...
In this article, we explore how to generate a word cloud in python in any shape that you desire. We will go through an example of how to create a simple word cloud in the custom shape of a house as shown below. If you are unfamiliar with a word cloud, it is an image of words w...
During a recent NLP analysis on Presidential Inauguration Speeches, I found the results intriguing, but realized that most people wouldn’t be so compelled by them as-is. I typically think word clouds can be horrendous, but thought they made sense here — to make the TF-IDF results more con...
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Data storage in clouds is very popular and widely used in the modern world. The Amazon is one of the companies which provide this service. Amazon Web Services offers the inexpensive and reliable cloud computing services, that's why many large companies prefer the Amazon Cloud for storage and ...
•Data Analysis:Python can handle more complex data analysis than Excel alone. •Custom Charts:Create unique charts and graphs that make your data easier to understand, including word clouds, heatmaps, pairplots, and multiplots. •Predict Trends:Python can cond...
Remove hashtags, mentions, misleading common terms (discovered by feature importance in Decision Tree Classifier. Explore WordClouds for tokenized, stop-word removed text. Also for hashtags, mentions Bigrams & Pointwise Mutual Information Score Sentiment Analysis Model Logistic Regression Decision Tree...
I never heard of wordclouds and now I am so excited to use it to know the key words with the maximum frequency on search results. Among others, the major takeaways for me from this enriching post of yours would be : A)Writing the keywords that are based on pure quantitative results ...
My mother emailed me last week to ask if she was using the word “nor” correctly, which brings us to today’s post: the use of either or and neither nor.