adding png figure

README.md

@@ -23,7 +23,7 @@ license: mit
 
 CDB Cleaned is pre-processed with [nemo-curator](https://github.com/NVIDIA-NeMo/Curator). We processed the text with the following steps: 
 
-![pipeline](plots/commoncrawl_pipeline_flow_v2.svg)
+![pipeline](plots/commoncrawl_pipeline_flow.png)
 
 
 
@@ -151,14 +151,6 @@ On average we will have the following documents to tokens:
 | **Total Unique** | 37M| 155B|
 
 
-## Text-Attributed Graph w/ Cleaning
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-Overall across CDB-Dec, CDB-Nov, CDB-Oct 
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 # CDB v. OGB-MAG240M
 
 If we consider CDB across Dec, Nov, Oct as a static graph versus OGB-MAG240M (largest text-attributed graph dataset to-date.)