To replace each of the different offending data in the next_year column, you passed a list of them as a parameter to the replace() method. As you can see from the output, the unknown data is now set to null. Now
. . Live Editor Export: Interactively customize export options when exporting to Markdown files and Jupyter notebooks . . . . . . . . . . . . . . . . . . . . . . . Live Editor Controls: Add date pickers to live scripts . . . . . . . . . . . . . . . . Live ...
In this code, you are creating arr_3 as a copy of arr_2. Then, you are changing the element in the second row, first column to have the value of 37. Then, you are printing arr_3 to verify that the specified change has been made. Finally, you are printing arr_2 to verify that...
correct_answer: Ground truth answers to the user questions context: List of reference texts to answer the user questions Step 4: Create reference document chunks We noticed that the reference texts in the context column are quite long. Typically for RAG, large texts are broken down into smaller...
Make sure to specify exactly as many column names as there are columns in the list. The list from the example has 2 rows and 3 columns, so I passed 3 column names to the columns array when instantiating the DataFrame class. If your list has many columns, they might not all be ...
We will use the age column to create our histogram. Creating a Plotly Histogram Creating a histogram in Python with Plotly is pretty simple; We can use Plotly Express, which is an easy-to-use, high-level interface… import plotly.express as px # Create a histogram fig = px.histogram(ol...
Feel free to read more about it from here. Enough of theory, right? So, let's install beautiful soup and start learning about its features and capabilities using Python. As a first step, you need to install the Beautiful Soup library using your terminal or jupyter lab. The best way to ...
Use thesubplots=Trueparameter to create individual histograms for each column in a DataFrame. You can add titles to your histograms by using thetitleparameter or adding titles to individual subplots. Customize the histogram appearance (e.g., color, grid, and labels) by passing additional keyword ...
In this example, we faceted on theclarityvariable. We faceted by column. This variable has 8 unique values, which is arguably too many to fit horizontally. So to make the panels fit better in the plot area, we setfacet_col_wrap = 4. This specifies that we want a maximum of 4 panel...
The OpenAI API is a cloud platform hosted on Microsoft’s Azure that gives developers access to advanced, pre-trained artificial intelligence models. With the API, developers can easily add cutting-edge AI capabilities to their applications using a variety of programming languages. ...