fix text

app.py

@@ -211,7 +211,7 @@ with gr.Blocks() as demo:
         """
         # 💫 Dataset Quality Checker 💫
         This space uses [NVIDIA's quality classifier model](https://huggingface.co/nvidia/quality-classifier-deberta) 
-        on a subset of any text dataset on the Hub to give a quick glance on the quality of samples. 
+        on a subset of any text dataset on the Hub to give a quick glance on the quality of texts. 
         ## Select dataset and text column
         """
     )
@@ -239,7 +239,7 @@ with gr.Blocks() as demo:
                 """
             return gr.HTML(value=html_code)
 
-    text_column_dropdown = gr.Dropdown(label="Text column name", info="Text colum name to check (only non-nested texts are supported)")
+    text_column_dropdown = gr.Dropdown(label="Text column name", info="Text colum name to check. ")
 
     def _resolve_dataset_selection(dataset: str, default_subset: str, default_split: str):
         if "/" not in dataset.strip().strip("/"):
@@ -320,7 +320,7 @@ with gr.Blocks() as demo:
 
     gr.Markdown("## Explore toxicity")
     # checkbox = gr.Checkbox(value=False, label="Run on full first parquet data (better not)")
-    gr_toxicity_btn = gr.Button("Run perpspective API to check toxicity of random samples.")
+    gr_toxicity_btn = gr.Button("Run perpspective API to check toxicity of 100 random samples.")
     toxicity_progress_bar = gr.Label(show_label=False)
     toxicity_hist = gr.Plot()
     with gr.Accordion("Explore examples with toxicity scores:", open=False):