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suryadev1 commited on Mar 19

Commit

e6bd97b

1 Parent(s): 0ca1bcb

added time analysis

Browse files

Files changed (10) hide show

app.py +134 -21
fullTest/test_label.txt +1 -1
ratio_proportion_change3_2223/sch_largest_100-coded/finetuning/test_label.txt +0 -0
result.txt +7 -7
roc_data.pkl +2 -2
roc_data2.pkl +2 -2
selected_rows_first20.txt +198 -0
selected_rows_last20.txt +198 -0
selected_rows_sampled.txt +199 -0
selected_rows_top20.txt +198 -0

app.py CHANGED Viewed

@@ -78,13 +78,50 @@ def process_file(model_name,inc_slider,progress=Progress(track_tqdm=True)):
     # Save the selected rows to a file
     selected_rows_df2.to_csv('selected_rows.txt', sep='\t', index=False, header=False, quoting=3, escapechar=' ')
     graduation_groups = [
     'high' if idx in high_indices else 'low' for idx in selected_rows_df2.index
     ]
     # Group data by opt_task1 and opt_task2 based on test_info[6]
     opt_task_groups = ['opt_task1' if test_info.loc[idx, 6] == 0 else 'opt_task2' for idx in selected_rows_df2.index]
     with open("roc_data2.pkl", 'rb') as file:
         data = pickle.load(file)
     t_label=data[0]
@@ -114,7 +151,7 @@ def process_file(model_name,inc_slider,progress=Progress(track_tqdm=True)):
     # For demonstration purposes, we'll just return the content with the selected model name
     # print(checkpoint)
-    progress(0.1, desc="Files created and saved")
     # if (inc_val<5):
     #     model_name="highGRschool10"
     # elif(inc_val>=5 & inc_val<10):
@@ -142,6 +179,7 @@ def process_file(model_name,inc_slider,progress=Progress(track_tqdm=True)):
             for task in tasks:
                 relevant_attempts = [f for f in fields if task in f]
                 attempt_count = len(relevant_attempts)
                 total_attempts += attempt_count  # Add to the total attempts
@@ -168,7 +206,8 @@ def process_file(model_name,inc_slider,progress=Progress(track_tqdm=True)):
         # Evaluate tasks for each category
         optional_task_1_status, opt1_attempted, opt1_total_attempts, opt1_successful_first_attempts  = evaluate_tasks(fields, optional_task_1_subtasks)
         optional_task_2_status, opt2_attempted, opt2_total_attempts, opt2_successful_first_attempts  = evaluate_tasks(fields, optional_task_2_subtasks)
         # Check if tasks have any successful attempt
         opt1_done = any(status == "Attempted (Successful)" for status in optional_task_1_status.values())
         opt2_done = any(status == "Attempted (Successful)" for status in optional_task_2_status.values())
@@ -176,7 +215,7 @@ def process_file(model_name,inc_slider,progress=Progress(track_tqdm=True)):
         return (opt1_done, opt2_done,
                 opt1_attempted, opt2_attempted,
                 opt1_total_attempts, opt2_total_attempts,
-                opt1_successful_first_attempts, opt2_successful_first_attempts)
     # Read data from test_info.txt
     with open(test_info_location, "r") as file:
@@ -195,6 +234,8 @@ def process_file(model_name,inc_slider,progress=Progress(track_tqdm=True)):
     row_summary = []
     opt1_ratios = []
     opt2_ratios = []
     for i, row in enumerate(data):
         row = row.strip()
         if not row:
@@ -205,11 +246,13 @@ def process_file(model_name,inc_slider,progress=Progress(track_tqdm=True)):
             opt1_done, opt2_done,
             opt1_attempted, opt2_attempted,
             opt1_total_attempts, opt2_total_attempts,
-            opt1_successful_first_attempts, opt2_successful_first_attempts
         ) = analyze_row(row)
         opt1_ratios.append( opt1_total_attempts / opt1_attempted if opt1_total_attempts > 0 else 0)
         opt2_ratios.append( opt2_total_attempts / opt2_attempted if opt2_total_attempts > 0 else 0)
     # create a summey for task:attempted, total attempts and succesful attempts for each row
     #     row_summary.append({
     #     "row_index": i + 1,
@@ -349,6 +392,27 @@ def process_file(model_name,inc_slider,progress=Progress(track_tqdm=True)):
     # colors = ['#1f77b4', '#ff7f0e', '#2ca02c', '#d62728']
     colors = ["#FF6F61", "#6B5B95", "#88B04B", "#F7CAC9"]
     # print(opt1_ratios,opt2_ratios)
   # Generate pie chart for Task 1
     task1_labels = list(task_counts[1].keys())
     task1_values = list(task_counts[1].values())
@@ -435,20 +499,7 @@ def process_file(model_name,inc_slider,progress=Progress(track_tqdm=True)):
     # print(output_summary)
-    progress(0.2, desc="analysis done!! Executing models")
-    print("finetuned task: ",finetune_task)
-    # subprocess.run([
-    #     "python", "new_test_saved_finetuned_model.py",
-    #     "-workspace_name", "ratio_proportion_change3_2223/sch_largest_100-coded",
-    #     "-finetune_task", finetune_task,
-    #     "-test_dataset_path","../../../../selected_rows.txt",
-    #     # "-test_label_path","../../../../train_label.txt",
-    #     "-finetuned_bert_classifier_checkpoint",
-    #     "ratio_proportion_change3_2223/sch_largest_100-coded/output/highGRschool10/bert_fine_tuned.model.ep42",
-    #     "-e",str(1),
-    #     "-b",str(1000)
-    # ])
-    progress(0.6,desc="Model execution completed")
     result = {}
     with open("result.txt", 'r') as file:
         for line in file:
@@ -556,7 +607,67 @@ def process_file(model_name,inc_slider,progress=Progress(track_tqdm=True)):
     ROC-AUC for problems of type ER: {opt_task1_roc_auc:.4f}
     ROC-AUC for problems of type ME: {opt_task2_roc_auc:.4f}
     """
-    return text_output,fig,fig_task1,fig_task2,fig_hist1,fig_hist2
 # List of models for the dropdown menu
@@ -958,6 +1069,8 @@ with gr.Blocks(theme='gstaff/sketch', css=custom_css) as demo:
     with gr.Row():
         histo1 = gr.Plot(label="Hist")
         histo2 = gr.Plot(label="Hist")
@@ -965,7 +1078,7 @@ with gr.Blocks(theme='gstaff/sketch', css=custom_css) as demo:
     btn.click(
         fn=process_file,
         inputs=[model_dropdown,increment_slider],
-        outputs=[output_text,plot_output,opt1_pie,opt2_pie,histo1,histo2]
     )

     # Save the selected rows to a file
     selected_rows_df2.to_csv('selected_rows.txt', sep='\t', index=False, header=False, quoting=3, escapechar=' ')
+    # ✅ Get the first 20% and last 20% of instances for each student ID within selected schools
+    selected_test_info = test_info.loc[indices]
+    # First 20%
+    first_20_percent_indices = selected_test_info.groupby(3).apply(
+        lambda x: x.head(int(len(x) * 0.2))
+    ).index.get_level_values(1).tolist()
+    # Last 20%
+    last_20_percent_indices = selected_test_info.groupby(3).apply(
+        lambda x: x.tail(int(len(x) * 0.2))
+    ).index.get_level_values(1).tolist()
+    # Select the corresponding rows from the test file
+    first_20_percent_rows = test.loc[first_20_percent_indices]
+    last_20_percent_rows = test.loc[last_20_percent_indices]
+    # Save the first 20% instances per student to a file
+    first_20_percent_rows.to_csv('selected_rows_first20.txt', sep='\t', index=False, header=False, quoting=3, escapechar=' ')
+    # Save the last 20% instances per student to a file
+    last_20_percent_rows.to_csv('selected_rows_last20.txt', sep='\t', index=False, header=False, quoting=3, escapechar=' ')
+    # select the graduation groups
     graduation_groups = [
     'high' if idx in high_indices else 'low' for idx in selected_rows_df2.index
     ]
     # Group data by opt_task1 and opt_task2 based on test_info[6]
     opt_task_groups = ['opt_task1' if test_info.loc[idx, 6] == 0 else 'opt_task2' for idx in selected_rows_df2.index]
+    progress(0.2, desc="Files create and saved!! Now Executing models")
+    print("finetuned task: ",finetune_task)
+    subprocess.run([
+        "python", "new_test_saved_finetuned_model.py",
+        "-workspace_name", "ratio_proportion_change3_2223/sch_largest_100-coded",
+        "-finetune_task", finetune_task,
+        "-test_dataset_path","../../../../selected_rows.txt",
+        # "-test_label_path","../../../../train_label.txt",
+        "-finetuned_bert_classifier_checkpoint",
+        "ratio_proportion_change3_2223/sch_largest_100-coded/output/highGRschool10/bert_fine_tuned.model.ep42",
+        "-e",str(1),
+        "-b",str(1000)
+    ])
+    progress(0.5,desc="Model execution completed!! Now performing analysis on the results")
     with open("roc_data2.pkl", 'rb') as file:
         data = pickle.load(file)
     t_label=data[0]
     # For demonstration purposes, we'll just return the content with the selected model name
     # print(checkpoint)
     # if (inc_val<5):
     #     model_name="highGRschool10"
     # elif(inc_val>=5 & inc_val<10):
             for task in tasks:
                 relevant_attempts = [f for f in fields if task in f]
+                # if (task=="FinalAnswer"): print(relevant_attempts)
                 attempt_count = len(relevant_attempts)
                 total_attempts += attempt_count  # Add to the total attempts
         # Evaluate tasks for each category
         optional_task_1_status, opt1_attempted, opt1_total_attempts, opt1_successful_first_attempts  = evaluate_tasks(fields, optional_task_1_subtasks)
         optional_task_2_status, opt2_attempted, opt2_total_attempts, opt2_successful_first_attempts  = evaluate_tasks(fields, optional_task_2_subtasks)
+        final_status, final_attempted, final_total_attempts,final_sucessful_first_attempts=evaluate_tasks(fields,["FinalAnswer-Attempt"])
+        # print("/n",evaluate_tasks(fields,["FinalAnswer-Attempt"]))
         # Check if tasks have any successful attempt
         opt1_done = any(status == "Attempted (Successful)" for status in optional_task_1_status.values())
         opt2_done = any(status == "Attempted (Successful)" for status in optional_task_2_status.values())
         return (opt1_done, opt2_done,
                 opt1_attempted, opt2_attempted,
                 opt1_total_attempts, opt2_total_attempts,
+                opt1_successful_first_attempts, opt2_successful_first_attempts,final_total_attempts)
     # Read data from test_info.txt
     with open(test_info_location, "r") as file:
     row_summary = []
     opt1_ratios = []
     opt2_ratios = []
+    final_total=[]
+    opt1_total=[]
     for i, row in enumerate(data):
         row = row.strip()
         if not row:
             opt1_done, opt2_done,
             opt1_attempted, opt2_attempted,
             opt1_total_attempts, opt2_total_attempts,
+            opt1_successful_first_attempts, opt2_successful_first_attempts,final_total_attemps
         ) = analyze_row(row)
         opt1_ratios.append( opt1_total_attempts / opt1_attempted if opt1_total_attempts > 0 else 0)
         opt2_ratios.append( opt2_total_attempts / opt2_attempted if opt2_total_attempts > 0 else 0)
+        final_total.append(final_total_attemps)
+        opt1_total.append(opt1_total_attempts)
     # create a summey for task:attempted, total attempts and succesful attempts for each row
     #     row_summary.append({
     #     "row_index": i + 1,
     # colors = ['#1f77b4', '#ff7f0e', '#2ca02c', '#d62728']
     colors = ["#FF6F61", "#6B5B95", "#88B04B", "#F7CAC9"]
     # print(opt1_ratios,opt2_ratios)
+    fig_scatter = go.Figure()
+    fig_scatter.add_trace(go.Scatter(
+        x=final_total,
+        y=opt1_total,
+        mode='markers',
+        marker=dict(size=8, color='blue', opacity=0.7),
+        name="Student Data"
+    ))
+    # Update layout
+    fig_scatter.update_layout(
+        title="Scatter Plot: Final Total Attempts vs OptionalTask_1 Attempts",
+        title_x=0.5,
+        xaxis=dict(title="Final Total Attempts"),
+        yaxis=dict(title="OptionalTask_1 Total Attempts"),
+        font=dict(family="sans-serif", size=12, color="black"),
+        showlegend=True
+    )
+    # fig_scatter.show()
   # Generate pie chart for Task 1
     task1_labels = list(task_counts[1].keys())
     task1_values = list(task_counts[1].values())
     # print(output_summary)
     result = {}
     with open("result.txt", 'r') as file:
         for line in file:
     ROC-AUC for problems of type ER: {opt_task1_roc_auc:.4f}
     ROC-AUC for problems of type ME: {opt_task2_roc_auc:.4f}
     """
+    progress(0.5,desc="first k '%' sampling")
+    subprocess.run([
+    "python", "new_test_saved_finetuned_model.py",
+    "-workspace_name", "ratio_proportion_change3_2223/sch_largest_100-coded",
+    "-finetune_task", finetune_task,
+    "-test_dataset_path","../../../../selected_rows_first20.txt",
+    # "-test_label_path","../../../../train_label.txt",
+    "-finetuned_bert_classifier_checkpoint",
+    "ratio_proportion_change3_2223/sch_largest_100-coded/output/highGRschool10/bert_fine_tuned.model.ep42",
+    "-e",str(1),
+    "-b",str(1000)
+])
+    with open("roc_data.pkl", "rb") as f:
+        fpr, tpr, _ = pickle.load(f)
+    # print(fpr,tpr)
+    roc_auc_first_k = auc(fpr, tpr)
+    print(roc_auc_first_k)
+    progress(0.5,desc="last '%' sampling")
+    subprocess.run([
+    "python", "new_test_saved_finetuned_model.py",
+    "-workspace_name", "ratio_proportion_change3_2223/sch_largest_100-coded",
+    "-finetune_task", finetune_task,
+    "-test_dataset_path","../../../../selected_rows_last20.txt",
+    # "-test_label_path","../../../../train_label.txt",
+    "-finetuned_bert_classifier_checkpoint",
+    "ratio_proportion_change3_2223/sch_largest_100-coded/output/highGRschool10/bert_fine_tuned.model.ep42",
+    "-e",str(1),
+    "-b",str(1000)
+])
+    with open("roc_data.pkl", "rb") as f:
+        fpr, tpr, _ = pickle.load(f)
+    # print(fpr,tpr)
+    roc_auc_last_k = auc(fpr, tpr)
+    print(roc_auc_last_k)
+    text_output_sampled_auc = f"""
+        ---------------------------
+        Model: {model_name}
+        ---------------------------\n
+        ROC score of first 20% of problems: {roc_auc_first_k:.4f}
+        ROC score of last 20% of problems: {roc_auc_last_k:.4f}
+    """
+    return text_output,text_output_sampled_auc,fig,fig_task1,fig_task2,fig_hist1,fig_scatter #,fig_hist2
 # List of models for the dropdown menu
     with gr.Row():
         histo1 = gr.Plot(label="Hist")
         histo2 = gr.Plot(label="Hist")
+    with gr.Row():
+        output_text_sampled_auc = gr.Textbox(label="")
     btn.click(
         fn=process_file,
         inputs=[model_dropdown,increment_slider],
+        outputs=[output_text,output_text_sampled_auc,plot_output,opt1_pie,opt2_pie,histo1,histo2]
     )

fullTest/test_label.txt CHANGED Viewed

@@ -1,5 +1,5 @@
-1
 0
 0
 0
 1

 0
+1
 0
 0
 1

ratio_proportion_change3_2223/sch_largest_100-coded/finetuning/test_label.txt DELETED Viewed

The diff for this file is too large to render. See raw diff

result.txt CHANGED Viewed

@@ -1,7 +1,7 @@
-avg_loss: 0.5841353535652161
-total_acc: 69.00702106318957
-precisions: 0.7236623191454734
-recalls: 0.6900702106318957
-f1_scores: 0.6802420656474512
-time_taken_from_start: 23.562122583389282
-auc_score: 0.7457100293916334

+avg_loss: 0.5753933191299438
+total_acc: 69.1919191919192
+precisions: 0.7339335382813644
+recalls: 0.6919191919191919
+f1_scores: 0.6795666457091064
+time_taken_from_start: 3.4653592109680176
+auc_score: 0.78054506481576

roc_data.pkl CHANGED Viewed

@@ -1,3 +1,3 @@
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-oid sha256:1eec496eaf0223a6c65d0367eb586c968edc655b7e4c601d35db358f8419047d
-size 9437

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+oid sha256:7405227e70b46d1e375740f30a8abe37bf1b93c30ed20df2f60b175ff4a14d5f
+size 2042

roc_data2.pkl CHANGED Viewed

@@ -1,3 +1,3 @@
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-size 28023

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+oid sha256:51efccab4a3168a512e82ca10a7917b65d9a3894b0968468f50e00c82574fcfb
+size 5651

selected_rows_first20.txt ADDED Viewed

	@@ -0,0 +1,198 @@

+PercentChange-0 	NumeratorQuantity1-0 	NumeratorQuantity2-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:1 	FirstRow2:2 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-2 	DenominatorQuantity1-0 	NumeratorQuantity1-0 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:1 	FirstRow2:2 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-2 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-2 	NumeratorQuantity1-0 	DenominatorQuantity1-2 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-0 	FinalAnswerDirection-0
+PercentChange-0 	NumeratorQuantity2-0 	DenominatorQuantity1-0 	NumeratorQuantity1-0 	OptionalTask_2 	FirstRow2:2 	FirstRow2:1 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-2 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow2:2 	FirstRow2:1 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-0 	FinalAnswerDirection-0
+PercentChange-0 	DenominatorQuantity1-0 	NumeratorQuantity2-2 	NumeratorQuantity1-0 	NumeratorQuantity2-0 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-0 	FinalAnswerDirection-0
+PercentChange-0 	DenominatorQuantity1-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-0 	FinalAnswerDirection-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:2 	FirstRow2:1 	SecondRow 	ThirdRow 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:1 	FirstRow2:2 	SecondRow 	ThirdRow 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-2 	DenominatorQuantity1-0 	NumeratorQuantity1-2 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:2 	FirstRow2:1 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-2 	DenominatorQuantity1-2 	NumeratorQuantity1-2 	DenominatorQuantity1-2 	OptionalTask_1 	OptionalTask_2 	DenominatorFactor 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-2 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:2 	FirstRow2:1 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:1 	FirstRow2:2 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:2 	FirstRow2:1 	SecondRow 	ThirdRow 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:2 	FirstRow2:1 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-2 	NumeratorQuantity2-2 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:1 	FirstRow2:2 	SecondRow 	ThirdRow 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-2 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow2:2 	FirstRow2:1 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-0 	FinalAnswerDirection-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-2 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:2 	FirstRow2:1 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity1-2 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_1 	DenominatorFactor 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-0
+PercentChange-2 	NumeratorQuantity2-2 	DenominatorQuantity1-0 	NumeratorQuantity2-0 	NumeratorQuantity1-2 	FinalAnswer-2 	OptionalTask_1 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:2 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_1 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:2 	FirstRow1:1 	SecondRow 	ThirdRow 	FinalAnswer-0
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selected_rows_last20.txt ADDED Viewed

	@@ -0,0 +1,198 @@

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+PercentChange-0 	NumeratorQuantity2-2 	NumeratorQuantity1-1 	DenominatorQuantity1-1 	OptionalTask_2 	OptionalTask_1 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-1
+PercentChange-2 	NumeratorQuantity2-2 	NumeratorQuantity1-2 	DenominatorQuantity1-0 	NumeratorQuantity1-0 	OptionalTask_2 	OptionalTask_1 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	EquationAnswer 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	FirstRow1:2 	SecondRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-2 	NumeratorQuantity1-2 	DenominatorQuantity1-0 	OptionalTask_1 	OptionalTask_2 	FinalAnswerDirection-0 	DenominatorFactor 	NumeratorFactor 	FirstRow1:1 	EquationAnswer 	FirstRow1:2 	FirstRow2:2 	EquationAnswer 	FirstRow2:1 	SecondRow 	ThirdRow 	FinalAnswer-0
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+PercentChange-2 	NumeratorQuantity1-2 	NumeratorQuantity2-0 	NumeratorQuantity1-2 	DenominatorQuantity1-0 	OptionalTask_2 	FinalAnswerDirection-0 	OptionalTask_1 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	FirstRow1:2 	FirstRow2:2 	FirstRow1:2 	SecondRow 	FinalAnswer-1
+PercentChange-2 	NumeratorQuantity2-2 	NumeratorQuantity1-2 	DenominatorQuantity1-0 	NumeratorQuantity1-0 	OptionalTask_2 	OptionalTask_1 	DenominatorFactor 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:2 	NumeratorFactor 	EquationAnswer 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity1-0 	NumeratorQuantity2-2 	DenominatorQuantity1-2 	OptionalTask_2 	OptionalTask_1 	NumeratorFactor 	DenominatorFactor 	FirstRow2:2 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:2 	FirstRow1:2 	FinalAnswer-1
+PercentChange-2 	NumeratorQuantity1-2 	NumeratorQuantity2-0 	NumeratorQuantity1-2 	DenominatorQuantity1-0 	OptionalTask_2 	OptionalTask_1 	FinalAnswerDirection-0 	FirstRow1:1 	DenominatorFactor 	NumeratorFactor 	FirstRow1:2 	FirstRow2:2 	EquationAnswer 	FirstRow1:2 	FirstRow2:1 	FirstRow2:2 	FinalAnswer-1
+PercentChange-0 	NumeratorQuantity1-2 	NumeratorQuantity2-0 	NumeratorQuantity1-2 	DenominatorQuantity1-0 	OptionalTask_2 	OptionalTask_1 	FirstRow2:1 	FinalAnswerDirection-0 	FirstRow1:2 	FirstRow2:2 	NumeratorFactor 	DenominatorFactor 	FirstRow1:1 	EquationAnswer 	FirstRow2:2 	SecondRow 	ThirdRow 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	NumeratorQuantity2-0 	OptionalTask_1 	OptionalTask_2 	FirstRow1:2 	FirstRow1:1 	NumeratorFactor 	EquationAnswer 	DenominatorFactor 	FirstRow2:2 	FirstRow2:1 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-2 	NumeratorQuantity1-0 	NumeratorQuantity2-2 	DenominatorQuantity1-0 	OptionalTask_2 	OptionalTask_1 	FirstRow1:2 	FirstRow1:1 	FirstRow2:1 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	FirstRow2:2 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	NumeratorQuantity2-0 	OptionalTask_2 	OptionalTask_1 	FirstRow1:2 	FirstRow1:1 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	FirstRow2:2 	FirstRow2:1 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-2 	NumeratorQuantity1-0 	NumeratorQuantity2-0 	DenominatorQuantity1-0 	OptionalTask_2 	OptionalTask_1 	NumeratorFactor 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:2 	SecondRow 	ThirdRow 	FinalAnswer-1
+PercentChange-0 	NumeratorQuantity2-2 	NumeratorQuantity1-2 	DenominatorQuantity1-2 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_1 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	EquationAnswer 	FinalAnswerDirection-2 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	SecondRow 	ThirdRow 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-2 	NumeratorQuantity1-0 	NumeratorQuantity2-0 	DenominatorQuantity1-1 	OptionalTask_2 	OptionalTask_1 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:2 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-1

selected_rows_sampled.txt ADDED Viewed

	@@ -0,0 +1,199 @@

+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:1 	FirstRow2:2 	FinalAnswerDirection-0 	FinalAnswer-0
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+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_1 	NumeratorFactor 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	FinalAnswer-2 	OptionalTask_2 	FirstRow2:1 	FirstRow1:1 	FirstRow1:2 	FirstRow2:2 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow2:2 	FirstRow2:1 	FirstRow1:2 	FirstRow1:1 	SecondRow 	ThirdRow 	FinalAnswerDirection-0 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_1 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-2 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:2 	FirstRow2:1 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-2 	NumeratorQuantity2-2 	NumeratorQuantity1-2 	DenominatorQuantity1-0 	OptionalTask_1 	NumeratorFactor 	DenominatorFactor 	EquationAnswer 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-2 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_1 	NumeratorFactor 	DenominatorFactor 	EquationAnswer 	FinalAnswer-2 	OptionalTask_2 	FinalAnswer-2
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+PercentChange-2 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	OptionalTask_1 	FirstRow1:1 	FirstRow1:2 	FirstRow2:2 	FirstRow2:1 	SecondRow 	ThirdRow 	EquationAnswer 	NumeratorFactor 	DenominatorFactor 	NumeratorFactor 	DenominatorFactor 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_1 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	FirstRow1:2 	FirstRow2:2 	FirstRow2:1 	FinalAnswerDirection-0 	SecondRow 	ThirdRow 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-0 	DenominatorQuantity1-0 	NumeratorQuantity1-0 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:1 	FirstRow2:2 	SecondRow 	ThirdRow 	FinalAnswer-2
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+PercentChange-0 	NumeratorQuantity2-0 	DenominatorQuantity1-0 	NumeratorQuantity1-0 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:1 	FirstRow2:2 	SecondRow 	ThirdRow 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-2 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-2 	FinalAnswerDirection-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-2 	DenominatorQuantity1-0 	NumeratorQuantity1-0 	OptionalTask_1 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	FinalAnswer-0 	FinalAnswerDirection-2
+PercentChange-0 	DenominatorQuantity1-0 	NumeratorQuantity2-2 	NumeratorQuantity1-0 	NumeratorQuantity2-0 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-0 	FinalAnswerDirection-0
+PercentChange-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	NumeratorQuantity2-0 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-0 	DenominatorQuantity1-0 	NumeratorQuantity1-0 	OptionalTask_1 	DenominatorFactor 	FinalAnswerDirection-0 	OptionalTask_2 	DenominatorFactor 	NumeratorFactor 	DenominatorFactor 	EquationAnswer 	FirstRow1:1 	FirstRow2:2 	FirstRow2:1 	FirstRow1:2 	FirstRow1:1 	SecondRow 	ThirdRow 	FinalAnswer-0
+PercentChange-2 	NumeratorQuantity2-2 	NumeratorQuantity1-2 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_1 	EquationAnswer 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	OptionalTask_2 	FinalAnswerDirection-2 	FirstRow1:1 	FirstRow2:1 	FirstRow1:1 	FirstRow1:2 	FirstRow2:1 	FirstRow2:2 	SecondRow 	ThirdRow 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-2 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	FinalAnswerDirection-0 	OptionalTask_1 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-0 	DenominatorQuantity1-0 	NumeratorQuantity1-0 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:2 	FirstRow1:1 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-2 	NumeratorQuantity2-2 	NumeratorQuantity1-2 	DenominatorQuantity1-0 	OptionalTask_1 	EquationAnswer 	DenominatorFactor 	EquationAnswer 	DenominatorFactor 	EquationAnswer 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	OptionalTask_2 	FirstRow1:2 	FirstRow1:1 	FirstRow2:1 	FirstRow2:2 	FirstRow2:1 	SecondRow 	ThirdRow 	FinalAnswer-0 	FinalAnswerDirection-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_1 	NumeratorFactor 	DenominatorFactor 	EquationAnswer 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_1 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:2 	FirstRow2:1 	SecondRow 	ThirdRow 	FinalAnswer-0 	FinalAnswerDirection-0
+PercentChange-0 	NumeratorQuantity2-0 	DenominatorQuantity1-0 	NumeratorQuantity1-0 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	OptionalTask_1 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-2 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:1 	FirstRow2:2 	FinalAnswer-2 	SecondRow 	ThirdRow 	FinalAnswer-0 	FinalAnswerDirection-0
+PercentChange-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	NumeratorQuantity2-0 	OptionalTask_2 	OptionalTask_1 	FirstRow1:2 	FirstRow1:1 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	FirstRow2:2 	FirstRow2:1 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-2 	NumeratorQuantity2-2 	DenominatorQuantity1-0 	NumeratorQuantity2-0 	NumeratorQuantity1-2 	FinalAnswer-2 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:2 	FirstRow1:1 	SecondRow 	ThirdRow 	FinalAnswer-2 	OptionalTask_1 	NumeratorFactor 	DenominatorFactor 	EquationAnswer 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-2 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:2 	FirstRow1:1 	SecondRow 	ThirdRow 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_1 	OptionalTask_2 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	FirstRow2:2 	FirstRow2:1 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_1 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	FinalAnswer-0 	FinalAnswerDirection-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_1 	EquationAnswer 	NumeratorFactor 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	FinalAnswerDirection-0 	FinalAnswer-0
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+PercentChange-0 	NumeratorQuantity1-2 	DenominatorQuantity1-2 	NumeratorQuantity1-2 	DenominatorQuantity1-2 	NumeratorQuantity2-0 	OptionalTask_1 	NumeratorFactor 	DenominatorFactor 	NumeratorFactor 	DenominatorFactor 	EquationAnswer 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:1 	FirstRow2:2 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-0 	DenominatorQuantity1-0 	NumeratorQuantity1-0 	OptionalTask_1 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-2 	DenominatorQuantity1-2 	NumeratorQuantity1-2 	OptionalTask_2 	FirstRow1:2 	FirstRow1:1 	FirstRow2:1 	FirstRow2:2 	SecondRow 	ThirdRow 	FinalAnswer-0 	FinalAnswerDirection-0
+PercentChange-0 	NumeratorQuantity1-0 	DenominatorQuantity1-2 	NumeratorQuantity2-0 	DenominatorQuantity1-2 	OptionalTask_1 	OptionalTask_2 	FirstRow2:1 	FirstRow1:2 	FirstRow1:1 	FirstRow2:2 	SecondRow 	ThirdRow 	FinalAnswer-0 	FinalAnswerDirection-0
+PercentChange-0 	DenominatorQuantity1-0 	NumeratorQuantity1-0 	NumeratorQuantity2-0 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:2 	FirstRow2:1 	SecondRow 	ThirdRow 	FinalAnswer-2 	FinalAnswerDirection-0 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_1 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:2 	FirstRow1:1 	SecondRow 	ThirdRow 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-0 	DenominatorQuantity1-0 	NumeratorQuantity1-0 	OptionalTask_1 	NumeratorFactor 	DenominatorFactor 	EquationAnswer 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-2 	DenominatorQuantity1-0 	NumeratorQuantity1-0 	OptionalTask_1 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-2 	NumeratorQuantity1-2 	DenominatorQuantity1-0 	NumeratorQuantity1-0 	OptionalTask_1 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:2 	NumeratorFactor 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	FirstRow1:1 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-2 	NumeratorQuantity1-0 	DenominatorQuantity1-2 	OptionalTask_1 	EquationAnswer 	DenominatorFactor 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:1 	FirstRow2:2 	SecondRow 	ThirdRow 	FinalAnswerDirection-0 	FinalAnswer-0
+PercentChange-2 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:2 	FirstRow1:1 	SecondRow 	ThirdRow 	OptionalTask_1 	FinalAnswer-2 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	FinalAnswer-2
+PercentChange-2 	NumeratorQuantity1-2 	NumeratorQuantity2-0 	NumeratorQuantity1-2 	DenominatorQuantity1-0 	OptionalTask_2 	OptionalTask_1 	FinalAnswerDirection-0 	FirstRow1:1 	DenominatorFactor 	NumeratorFactor 	FirstRow1:2 	FirstRow2:2 	EquationAnswer 	FirstRow1:2 	FirstRow2:1 	FirstRow2:2 	FinalAnswer-1
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:2 	FirstRow2:1 	SecondRow 	ThirdRow 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_1 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:2 	FirstRow1:1 	FinalAnswer-0
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+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:2 	FirstRow1:1 	SecondRow 	ThirdRow 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:2 	FirstRow1:1 	SecondRow 	ThirdRow 	FinalAnswer-2
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+PercentChange-0 	NumeratorQuantity2-0 	DenominatorQuantity1-0 	NumeratorQuantity1-0 	OptionalTask_2 	OptionalTask_1 	EquationAnswer 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	FirstRow1:1 	FirstRow1:2 	FirstRow1:1 	FirstRow2:1 	FirstRow2:2 	FirstRow2:1 	SecondRow 	ThirdRow 	FinalAnswer-0 	FinalAnswerDirection-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_1 	NumeratorFactor 	DenominatorFactor 	EquationAnswer 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:1 	FirstRow2:2 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow2:2 	FirstRow2:1 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-0
+PercentChange-2 	NumeratorQuantity2-0 	NumeratorQuantity1-2 	DenominatorQuantity1-0 	NumeratorQuantity1-0 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:1 	FirstRow2:2 	SecondRow 	ThirdRow 	OptionalTask_1 	EquationAnswer 	NumeratorFactor 	DenominatorFactor 	NumeratorFactor 	FinalAnswer-0 	FinalAnswerDirection-0
+PercentChange-2 	NumeratorQuantity2-0 	NumeratorQuantity1-2 	DenominatorQuantity1-0 	NumeratorQuantity1-0 	OptionalTask_2 	FirstRow1:1 	FirstRow2:1 	FirstRow2:2 	FirstRow1:2 	FirstRow2:2 	FirstRow2:1 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	DenominatorQuantity1-0 	NumeratorQuantity1-2 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:1 	FirstRow2:2 	SecondRow 	ThirdRow 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_1 	NumeratorFactor 	DenominatorFactor 	EquationAnswer 	FinalAnswer-0 	FinalAnswerDirection-0
+PercentChange-2 	NumeratorQuantity2-0 	DenominatorQuantity1-0 	NumeratorQuantity1-0 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:2 	FirstRow2:1 	SecondRow 	OptionalTask_1 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	ThirdRow 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-0 	DenominatorQuantity1-0 	NumeratorQuantity1-0 	OptionalTask_1 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	EquationAnswer 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity1-0 	NumeratorQuantity2-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_1 	EquationAnswer 	NumeratorFactor 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow1:1 	FirstRow2:1 	FirstRow2:2 	SecondRow 	ThirdRow 	FinalAnswer-0 	FinalAnswerDirection-0
+PercentChange-0 	NumeratorQuantity2-0 	DenominatorQuantity1-0 	NumeratorQuantity1-0 	OptionalTask_2 	FirstRow2:2 	FirstRow2:1 	FirstRow1:2 	FirstRow1:1 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-2 	NumeratorQuantity2-2 	NumeratorQuantity1-2 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:1 	FirstRow2:2 	OptionalTask_1 	EquationAnswer 	SecondRow 	ThirdRow 	EquationAnswer 	NumeratorFactor 	DenominatorFactor 	FinalAnswer-0 	FinalAnswerDirection-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_1 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:2 	FirstRow1:1 	SecondRow 	ThirdRow 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	NumeratorQuantity2-0 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:2 	FirstRow1:1 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-2 	NumeratorQuantity2-2 	DenominatorQuantity1-0 	NumeratorQuantity2-2 	NumeratorQuantity1-0 	NumeratorQuantity2-0 	OptionalTask_2 	FirstRow2:2 	FirstRow2:1 	FirstRow1:2 	FirstRow1:1 	SecondRow 	ThirdRow 	FinalAnswer-0 	FinalAnswerDirection-0
+PercentChange-0 	DenominatorQuantity1-0 	NumeratorQuantity1-0 	NumeratorQuantity2-0 	OptionalTask_2 	FirstRow2:2 	FirstRow2:1 	FirstRow1:2 	FirstRow1:1 	SecondRow 	ThirdRow 	FinalAnswerDirection-0 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-2 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:1 	FirstRow2:2 	SecondRow 	ThirdRow 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-0
+PercentChange-2 	NumeratorQuantity2-0 	NumeratorQuantity1-2 	DenominatorQuantity1-2 	NumeratorQuantity1-2 	OptionalTask_1 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	FinalAnswer-0 	FinalAnswerDirection-0
+PercentChange-2 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_1 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	OptionalTask_2 	FirstRow2:1 	FirstRow1:1 	FirstRow1:2 	FirstRow2:2 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-2 	DenominatorQuantity1-0 	OptionalTask_1 	NumeratorFactor 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	FinalAnswer-0
+PercentChange-2 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:2 	FirstRow2:1 	SecondRow 	ThirdRow 	OptionalTask_1 	EquationAnswer 	NumeratorFactor 	DenominatorFactor 	NumeratorFactor 	FinalAnswer-0 	FinalAnswerDirection-2
+PercentChange-2 	NumeratorQuantity2-0 	NumeratorQuantity1-2 	DenominatorQuantity1-2 	OptionalTask_2 	OptionalTask_1 	FirstRow1:1 	FirstRow1:2 	FirstRow2:1 	FirstRow2:2 	EquationAnswer 	DenominatorFactor 	NumeratorFactor 	DenominatorFactor 	FinalAnswer-2 	FinalAnswerDirection-2 	FinalAnswer-1
+PercentChange-0 	NumeratorQuantity2-0 	DenominatorQuantity1-0 	NumeratorQuantity1-0 	OptionalTask_2 	OptionalTask_1 	FirstRow1:1 	FirstRow1:2 	FirstRow2:1 	FirstRow2:2 	SecondRow 	ThirdRow 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-2 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:2 	FirstRow1:1 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-2 	DenominatorQuantity1-0 	NumeratorQuantity1-0 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-2 	OptionalTask_2 	OptionalTask_1 	FirstRow1:1 	FirstRow1:2 	FirstRow2:1 	FirstRow2:2 	SecondRow 	ThirdRow 	EquationAnswer 	NumeratorFactor 	DenominatorFactor 	NumeratorFactor 	FinalAnswer-0 	FinalAnswerDirection-0
+PercentChange-0 	NumeratorQuantity2-2 	NumeratorQuantity1-0 	DenominatorQuantity1-2 	OptionalTask_1 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:2 	FirstRow2:1 	SecondRow 	ThirdRow 	FinalAnswer-0 	FinalAnswerDirection-2
+PercentChange-0 	NumeratorQuantity2-0 	DenominatorQuantity1-0 	NumeratorQuantity1-0 	OptionalTask_1 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	FirstRow1:1 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-2 	DenominatorQuantity1-0 	OptionalTask_1 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-2 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_1 	EquationAnswer 	NumeratorFactor 	DenominatorFactor 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:2 	FirstRow1:1 	FinalAnswer-2 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-0 	DenominatorQuantity1-0 	NumeratorQuantity1-0 	OptionalTask_1 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-2 	NumeratorQuantity1-2 	DenominatorQuantity1-0 	NumeratorQuantity1-0 	NumeratorQuantity2-0 	OptionalTask_1 	EquationAnswer 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	OptionalTask_2 	FirstRow1:2 	FirstRow1:1 	FirstRow2:2 	FirstRow1:1 	FirstRow2:1 	SecondRow 	ThirdRow 	FinalAnswerDirection-0 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity1-0 	DenominatorQuantity1-2 	NumeratorQuantity2-0 	OptionalTask_2 	OptionalTask_1 	NumeratorFactor 	DenominatorFactor 	EquationAnswer 	FirstRow1:2 	FirstRow1:1 	FirstRow2:1 	FirstRow2:2 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_1 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow2:2 	FirstRow2:1 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-2 	DenominatorQuantity1-0 	NumeratorQuantity1-2 	NumeratorQuantity2-0 	NumeratorQuantity1-2 	OptionalTask_2 	FirstRow2:2 	FirstRow2:1 	FirstRow1:2 	FirstRow1:1 	SecondRow 	ThirdRow 	FinalAnswerDirection-2 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-0

selected_rows_top20.txt ADDED Viewed

	@@ -0,0 +1,198 @@

+PercentChange-0 	NumeratorQuantity1-0 	NumeratorQuantity2-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:1 	FirstRow2:2 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-2 	DenominatorQuantity1-0 	NumeratorQuantity1-0 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:1 	FirstRow2:2 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-2 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-2 	NumeratorQuantity1-0 	DenominatorQuantity1-2 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-0 	FinalAnswerDirection-0
+PercentChange-0 	NumeratorQuantity2-0 	DenominatorQuantity1-0 	NumeratorQuantity1-0 	OptionalTask_2 	FirstRow2:2 	FirstRow2:1 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-2 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow2:2 	FirstRow2:1 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-0 	FinalAnswerDirection-0
+PercentChange-0 	DenominatorQuantity1-0 	NumeratorQuantity2-2 	NumeratorQuantity1-0 	NumeratorQuantity2-0 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-0 	FinalAnswerDirection-0
+PercentChange-0 	DenominatorQuantity1-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-0 	FinalAnswerDirection-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:2 	FirstRow2:1 	SecondRow 	ThirdRow 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:1 	FirstRow2:2 	SecondRow 	ThirdRow 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-2 	DenominatorQuantity1-0 	NumeratorQuantity1-2 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:2 	FirstRow2:1 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-2 	DenominatorQuantity1-2 	NumeratorQuantity1-2 	DenominatorQuantity1-2 	OptionalTask_1 	OptionalTask_2 	DenominatorFactor 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-2 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:2 	FirstRow2:1 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:1 	FirstRow2:2 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:2 	FirstRow2:1 	SecondRow 	ThirdRow 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:2 	FirstRow2:1 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-2 	NumeratorQuantity2-2 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:1 	FirstRow2:2 	SecondRow 	ThirdRow 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-2 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow2:2 	FirstRow2:1 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-0 	FinalAnswerDirection-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-2 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:2 	FirstRow2:1 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity1-2 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_1 	DenominatorFactor 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-0
+PercentChange-2 	NumeratorQuantity2-2 	DenominatorQuantity1-0 	NumeratorQuantity2-0 	NumeratorQuantity1-2 	FinalAnswer-2 	OptionalTask_1 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:2 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_1 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:2 	FirstRow1:1 	SecondRow 	ThirdRow 	FinalAnswer-0
+PercentChange-0 	DenominatorQuantity1-0 	NumeratorQuantity1-0 	NumeratorQuantity2-0 	OptionalTask_1 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	OptionalTask_2 	FirstRow1:2 	FirstRow2:2 	FirstRow1:1 	FirstRow2:1 	SecondRow 	ThirdRow 	FinalAnswer-0 	FinalAnswerDirection-0
+PercentChange-0 	NumeratorQuantity2-2 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	NumeratorQuantity2-0 	OptionalTask_1 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:1 	FirstRow2:2 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-2 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow1:1 	FirstRow1:2 	FirstRow2:1 	FirstRow2:2 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-2 	OptionalTask_1 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	FinalAnswer-0 	FinalAnswerDirection-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-2 	DenominatorQuantity1-0 	OptionalTask_1 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-2 	DenominatorQuantity1-0 	NumeratorQuantity1-0 	OptionalTask_2 	FirstRow2:2 	FirstRow2:1 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-0 	FinalAnswerDirection-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow1:1 	FirstRow2:1 	FirstRow2:2 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_1 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_1 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:2 	FirstRow1:1 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_1 	NumeratorFactor 	DenominatorFactor 	EquationAnswer 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_1 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-0
+PercentChange-2 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-0 	FinalAnswerDirection-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:2 	FirstRow1:1 	SecondRow 	ThirdRow 	FinalAnswer-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow1:1 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	OptionalTask_1 	EquationAnswer 	DenominatorFactor 	NumeratorFactor 	FinalAnswer-0 	FinalAnswerDirection-0
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_1 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:2 	FirstRow1:1 	SecondRow 	ThirdRow 	FinalAnswer-2 	NumeratorFactor 	DenominatorFactor 	FinalAnswer-0
+PercentChange-2 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-2 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	SecondRow 	ThirdRow 	OptionalTask_1 	NumeratorFactor 	FinalAnswer-2 	DenominatorFactor 	NumeratorFactor 	DenominatorFactor 	EquationAnswer 	FinalAnswer-2
+PercentChange-2 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:2 	FirstRow1:1 	SecondRow 	ThirdRow 	FinalAnswer-0
+PercentChange-2 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:2 	FirstRow1:1 	SecondRow 	ThirdRow 	OptionalTask_1 	FinalAnswer-2 	DenominatorFactor 	NumeratorFactor 	EquationAnswer 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:1 	FirstRow1:2 	OptionalTask_1 	NumeratorFactor 	DenominatorFactor 	NumeratorFactor 	DenominatorFactor 	EquationAnswer 	SecondRow 	ThirdRow 	FinalAnswer-2
+PercentChange-0 	NumeratorQuantity2-0 	NumeratorQuantity1-0 	DenominatorQuantity1-0 	OptionalTask_2 	FirstRow2:1 	FirstRow2:2 	FirstRow1:2 	FirstRow1:1 	SecondRow 	ThirdRow 	FinalAnswer-0
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