update figures

README.md

@@ -59,7 +59,7 @@ The dataset is structured as follows:
 
 OpenWebMath contains documents from over 130k different domains, including data from forums, educational pages, and blogs. The dataset contains documents covering mathematics, physics, statistics, computer science, and more. We summarize the content distribution of OpenWebMath in Figure 1 and Table 1.
 
-<!-- **Table 1:** Most Common Domains in OpenWebMath by Character Count
+**Table 1:** Most Common Domains in OpenWebMath by Character Count
 | Domain                | # Characters | % Characters |
 |-----------------------|--------------|--------------|
 | stackexchange.com     | 4,655,132,784| 9.55%        |
@@ -71,9 +71,9 @@ OpenWebMath contains documents from over 130k different domains, including data
 | wikipedia.org         | 618,024,754  | 1.27%        |
 | groundai.com          | 545,214,990  | 1.12%        |
 | blogspot.com          | 520,392,333  | 1.07%        |
-| mathoverflow.net      | 499,102,560  | 1.02%        | -->
+| mathoverflow.net      | 499,102,560  | 1.02%        |
 
-<img src="imgs/contents_pie_chart.png" alt="Content Distribution of OpenWebMath by Type and Subject">
+<!-- <img src="imgs/contents_pie_chart.png" alt="Content Distribution of OpenWebMath by Type and Subject"> -->
 
 # Dataset Pipeline
 
@@ -99,7 +99,7 @@ The OpenWebMath pipeline consists of five steps:
 5. **Manual Inspection**:
     - Inspect the documents gathered from previous steps and remove low quality pages.
 
-For a detailed discussion on the processing pipeline, please refer to the associated paper.
+For a detailed discussion on the processing pipeline, please refer to our paper.
 
 # License