Update intro.qmd

docs/articles/intro.qmd

@@ -9,19 +9,19 @@ html-table-processing: none
 
 _Absolutely Delightful Table-making in Python_
 
-With **great_tables** anyone can make wonderful-looking tables in Python. The philosophy here is that we can construct a wide variety of useful tables by working with a cohesive set of table components. You can mix and match things like a _header_ and _footer_, attach a _stub_ (which contains row labels), arrange _spanner labels_ over top of the _column labels_, and much more. Not only that, but you can format the cell values in a variety of awesome ways.
+With **Great Tables** anyone can make wonderful-looking tables in Python. The philosophy here is that we can construct a wide variety of useful tables by working with a cohesive set of table components. You can mix and match things like a _header_ and _footer_, attach a _stub_ (which contains row labels), arrange _spanner labels_ over top of the _column labels_, and much more. Not only that, but you can format the cell values in a variety of awesome ways.
 
 <div align="center">
 <img src="https://raw.githubusercontent.com/posit-dev/great_tables/main/images/the_components_of_a_table.svg" width="100%">
 </div>
 
-It all begins with **table data** in the form of a Pandas DataFrame. You then decide how to compose your output table with the elements and formatting you need for the task at hand. Finally, the table is rendered by printing it at the console, including it in an notebook environment, or rendering it inside a **Quarto** document.
+It all begins with **table data** in the form of a Pandas or Polars DataFrame. You then decide how to compose your output table with the elements and formatting you need for the task at hand. Finally, the table is rendered by printing it at the console, including it in an notebook environment, or rendering it inside a **Quarto** document.
 
-The **great_tables** package is designed to be both straightforward yet powerful. The emphasis is on simple methods for the everyday display table needs (but power when you need it). Here is a brief example of how to use **gt** to create a table from the included `sp500` dataset:
+The **Great Tables** package is designed to be both straightforward yet powerful. The emphasis is on simple methods for the everyday display table needs (but power when you need it). Here is a brief example of how to use **Great Tables** to create a table from the included `sp500` dataset:
 
 ```python
 import great_tables as gt
-from great_tables import sp500
+from great_tables.data import sp500
 
 # Define the start and end dates for the data range
 start_date = "2010-06-07"
@@ -36,15 +36,15 @@ sp500_mini = sp500[(sp500["date"] >= start_date) & (sp500["date"] <= end_date)]
     .tab_header(title="S&P 500", subtitle=f"{start_date} to {end_date}")
     .fmt_currency(columns=["open", "high", "low", "close"])
     .fmt_date(columns="date", date_style="wd_m_day_year")
-    .fmt_number(columns="volume")
+    .fmt_number(columns="volume", compact=True)
 )
 ```
 
 <div align="center">
 <img src="https://raw.githubusercontent.com/posit-dev/great_tables/main/images/gt_sp500_table.svg" width="100%">
 </div>
 
-There are ten datasets provided by **great_tables**: `countrypops`, `sza`, `gtcars`, `sp500`, `pizzaplace`, `exibble`, `towny`, `metro`, `constants`, and `illness`.
+There are ten datasets provided by **Great Tables**: `countrypops`, `sza`, `gtcars`, `sp500`, `pizzaplace`, `exibble`, `towny`, `metro`, `constants`, and `illness`.
 
 <div align="center" style="padding-top:20px">
 <img src="https://raw.githubusercontent.com/posit-dev/great_tables/main/images/dataset_countrypops.svg" style="width:19%;">
@@ -61,31 +61,31 @@ There are ten datasets provided by **great_tables**: `countrypops`, `sza`, `gtca
 <img src="https://raw.githubusercontent.com/posit-dev/great_tables/main/images/dataset_illness.svg" style="width:19%;">
 </div>
 
-All of this tabular data is great for experimenting with the functionality available inside **great_tables** and we make extensive use of these datasets in our documentation.
+All of this tabular data is great for experimenting with the functionality available inside **Great Tables** and we make extensive use of these datasets in our documentation.
 
-Beyond the functions shown in the simple `sp500`-based example, there are many possible ways to create super-customized tables. Check out the [documentation website](https://posit-dev.github.io/great-tables/) to get started via introductory articles for making **great_tables**. There's a handy *Function Reference* section that has detailed help for every method and function in the package.
+Beyond the functions shown in the simple `sp500`-based example, there are many possible ways to create super-customized tables. Check out the [documentation website](https://posit-dev.github.io/great-tables/) to get started via introductory articles for making **Great Tables**. There's a handy *Function Reference* section that has detailed help for every method and function in the package.
 
 [![](https://img.shields.io/badge/Project%20Website-Documentation%20and%20Reference-blue?style=social)](https://posit-dev.github.io/great-tables/)
 
-Let's talk about how to make **great_tables**! There are a few locations where there is much potential for discussion.
+Let's talk about how to make **Great Tables**! There are a few locations where there is much potential for discussion.
 
 One such place is in [*GitHub Discussions*](https://github.com/posit-dev/great-tables/discussions). This discussion board is especially great for Q&A, and many people have had their problems solved in there.
 
 [![](https://img.shields.io/badge/GitHub%20Discussions-Ask%20about%20anything-blue?style=social&logo=github&logoColor=gray)](https://github.com/posit-dev/great-tables/discussions)
 
-Another fine venue for discussion is in the [`gt_package` *Discord server*](https://discord.com/invite/Ux7nrcXHVV). This is a good option for asking about the development of **great_tables**, pitching ideas that may become features, and sharing your table creations!
+Another fine venue for discussion is in the [`gt_package` *Discord server*](https://discord.com/invite/Ux7nrcXHVV). This is a good option for asking about the development of **Great Tables**, pitching ideas that may become features, and sharing your table creations!
 
 [![](https://img.shields.io/badge/Discord-Chat%20with%20us-blue?style=social&logo=discord&logoColor=purple)](https://discord.com/invite/Ux7nrcXHVV)
 
-Finally, there is the [`gt_package` *X account*](https://x.com/gt_package). There you'll find tweets about **great_tables** (including sneak previews about in-development features) and other table-generation packages.
+Finally, there is the [`gt_package` *X account*](https://x.com/gt_package). There you'll find tweets about **Great Tables** (including sneak previews about in-development features) and other table-generation packages.
 
 [![](https://img.shields.io/twitter/follow/gt_package?style=social)](https://x.com/gt_package)
 
 These are all great places to ask questions about how to use the package, discuss some ideas, engage with others, and much more!
 
 ## INSTALLATION
 
-The **great_tables** package can be installed from **PyPI** with:
+The **Great Tables** package can be installed from **PyPI** with:
 
 ```bash
 $ pip install great_tables
@@ -95,11 +95,11 @@ If you encounter a bug, have usage questions, or want to share ideas to make thi
 
 ## Code of Conduct
 
-Please note that the **great_tables** project is released with a [contributor code of conduct](https://www.contributor-covenant.org/version/2/1/code_of_conduct/).<br>By participating in this project you agree to abide by its terms.
+Please note that the **Great Tables** project is released with a [contributor code of conduct](https://www.contributor-covenant.org/version/2/1/code_of_conduct/).<br>By participating in this project you agree to abide by its terms.
 
 ## 📄 License
 
-**great_tables** is licensed under the MIT license.
+**Great Tables** is licensed under the MIT license.
 
 © Posit Software, PBC.