
Basketball-Reference.com is a website that provides basketball statistics and data for sports fans and analysts. The website offers a vast collection of data on teams and players from various basketball leagues, including the NBA and WNBA. For those interested in analysing basketball data, it is possible to export this data from Basketball Reference as a CSV file. This can be done directly from the website by clicking on the Share & more tab and selecting Get table as CSV (for Excel), or by using tools and code in Python, R, or Excel to scrape and export the data programmatically.
| Characteristics | Values |
|---|---|
| Exporting data as CSV | Click on the "Share & more" tab and select "Get table as CSV (for Excel)" |
| Copying data | Copy and paste the data into Excel as text |
| Converting to columns | Find the "text to columns" function in Excel |
| Alternative method | Click on the "Share" link, then click on "comma-separated" in the yellow box |
| R coders | Use the "Import Dataset from Excel" option on RStudio |
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What You'll Learn

Click 'Share & More' to access the export option
To export data from Basketball Reference into a CSV file, you can follow these steps:
First, navigate to the Basketball Reference website and find the table or dataset you want to export. Once you have found the data you are interested in, look for the "Share" link. Clicking on "Share" will bring up a similar table, where you can choose to exclude certain data from the CSV file if you prefer.
Next, in the yellow box, you will see several links with various formats. To access the CSV format, click on 'comma-separated'. This will open a pop-up with the CSV data, which you can then copy and paste into a new document or spreadsheet software like Excel.
Alternatively, if you are an R coder, there is an option to export the data as a CSV file directly. Simply choose to export as CSV, save the file, and then open it in R Studio. Make sure to save the file in the same directory that your R Studio is set up in so that it can read the file.
By following these steps, you can easily access the export option and save the data in CSV format for further analysis or manipulation.
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Select 'Get table as CSV (for Excel)'
To export data from basketball-reference.com in CSV format, you must first find the table you would like to export. If you cannot find the "Share & more" tab, it means that the table is not exportable. If you do find the tab, hover over it and select "Get table as CSV (for Excel)". This will convert the table to comma-separated values. Once the table has been converted, copy and paste the desired data into Excel as text.
You will then have a single-column mess in your spreadsheet, but this is normal. The commas in the data are there for a reason, and Excel will help you convert them into readable columns. To do this, find the "text to columns" function in your version of Excel. In Excel for Mac 2011, for example, this can be found under the "Data" tab.
If you are an R coder, you can also export data from basketball-reference.com as a CSV file. First, export the table as a CSV and save it, remembering the file path. Then, open R Studio and read the CSV file, assigning it to a variable. Make sure that R Studio and the CSV file are saved in the same directory so that R Studio can read the file.
There are also ways to scrape CSV data from basketball-reference.com. For example, you can use Python and three libraries to aggregate data from multiple pages.
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Copy and paste the data into Excel
To copy and paste data from Basketball Reference into Excel, you can follow these steps:
First, go to the Basketball Reference website and find the data you want to export. Click on the "Share" link, which will bring up a table where you can choose to exclude certain data from the CSV. In the yellow box, click on "comma-separated". This will bring up an overlay with the CSV data, which you can then copy.
Next, open Microsoft Excel and select the cell where you want to paste the copied data. You can do this by clicking on the Home tab and selecting the arrow next to "Paste" in the Clipboard group. From the options that appear, choose "Paste Special". This will allow you to choose how you want the pasted data to be formatted. For example, you can choose to paste only the values, the formulas, or the formatting.
If you are using Excel for Mac, the "Keep Destination Formatting" option may not be available in the "Paste Special" menu. In this case, you can use the "Match Destination Formatting" option to paste data while preserving the formatting of the destination cells. To do this, copy the data you want to paste using "Command + C". Then, right-click on the destination cell and choose "Paste Special" from the context menu. In the dialog box that appears, select "Match Destination Formatting" and click "OK".
When you copy and paste data in Excel, it will move or copy all data in the selected cells, including formulas, resulting values, comments, cell formats, and even hidden cells. If you only want to copy the visible cells, you can select "Find & Select" in the Editing group on the "Home" tab, then choose "Go To Special" and select "Visible Cells Only".
By following these steps, you can easily copy and paste data from Basketball Reference into Excel, allowing you to work with the data and format it according to your needs.
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Use the text to columns function to format the data
When working with CSV files in Excel, you may encounter issues with the data not being displayed in the correct columns. This typically occurs because Excel uses commas or semicolons to separate columns, and if your data contains these punctuation marks, it can confuse the software.
To resolve this, you can use the "Text to Columns" function in Excel to separate the data into the correct columns. First, open your CSV file in Excel. If you see a prompt asking whether you want to replace existing data, select "No" or "Cancel". Next, select the column that contains the data you want to split. Go to the Data tab in the Excel ribbon and click on "Text to Columns". This will open the Convert Text to Columns Wizard.
In the Wizard, select Delimited and click Next. Here, you can specify the delimiters for your data. For example, if your data is separated by commas, select Comma as the delimiter. You can also select additional delimiters like spaces or tabs if needed. Review your data in the Data Preview window to ensure it looks correct, then click Next. Finally, select the destination in your worksheet where you want the split data to appear and click Finish.
Using the "Text to Columns" function in Excel allows you to format your CSV data correctly, ensuring that it appears in the appropriate columns. This can be especially useful when dealing with large datasets or data that contains commas or other punctuation marks.
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Save the file
To save a file from basketball-reference.com, you can follow these steps:
- Navigate to the table you wish to export on basketball-reference.com.
- Find the “Share & more” tab at the top of the table. If this tab is not available, it means the table cannot be exported.
- Hover over the "Share & more" tab and select the “Get table as CSV (for Excel)” option from the dropdown menu. This will convert the table to comma-separated values.
- Once the table has been converted, copy and paste the desired data into a spreadsheet program such as Excel. The data will appear as an unintelligible, single-column mess, but this can be easily fixed.
- Use the “text to columns” function in Excel to convert the commas into readable columns of data. The location of this function may vary depending on your Excel version.
Alternatively, you can use the following method:
- Click on the "Share" link (not the CSV link) on the table you wish to export.
- This will bring up a similar table with options to include or exclude data from the CSV.
- Click on the “comma-separated” option in the yellow box.
- An overlay should pop up with the CSV data, which you can then copy and paste into a text file or spreadsheet program.
Once you have copied the data into a text file, you can save it as a CSV file by changing the file format to ".csv" when saving.
If you are using RStudio, there is an option to export the data as a CSV file directly from basketball-reference.com. Simply select the “Export as CSV” option and save the file to your computer. Remember to note the directory and file path. Then, open RStudio and use the “read.csv” function to import the data, making sure it is saved in the same directory as your RStudio project.
For users who wish to scrape data from multiple pages of basketball-reference.com, there are Python scripts available that can automate this process.
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Frequently asked questions
First, find the "'Share & more' tab atop the table you'd like to export. Hover over it and select "Get table as CSV (for Excel)". Copy and paste the table into Excel, and use the "text to columns" function to format the data.
Download the dataset from basketball-reference.com as a CSV. Then, use the "Import Dataset from Excel" option on RStudio. Select the CSV file on your computer and ensure it's saved in the same directory as R.
Click on the "Share" link and select "comma-separated" from the options. Copy and paste the CSV data that pops up. Alternatively, you can use a scraper like WatIn to trigger each span and then scrape the CSV data.





























