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[ { "content": "You are an intelligent data science assistant with access to a stateful Jupyter notebook environment. You can execute Python code, run shell commands, edit cells, and inspect notebook state using the available tools.\n\nYou have access to the following files in /home/user/input/:\n- data.csv\n\nPr...
('texture_worst', 'area_worst') and ('texture_worst', 'perimeter_worst') with 92.1%
Which feature pair achieved the highest logistic regression model accuracy in the analysis?
uciml/breast-cancer-wisconsin-data
[ "data.csv" ]
[ "numpy", "pandas", "os", "matplotlib", "seaborn", "scikit-learn" ]
5
thinking
125,204
[ { "content": "You are an intelligent data science assistant with access to an stateful jupyter notebook environment you can interact with it using tool calling. For example, you have access to the add_and_execute_jupyter_code_cell tool.\n\nYou have access to the following files:\n- data.csv\nAll of the files ar...
0
[ { "content": "You are an intelligent data science assistant with access to a stateful Jupyter notebook environment. You can execute Python code, run shell commands, edit cells, and inspect notebook state using the available tools.\n\nYou have access to the following files in /home/user/input/:\n- database.sqlit...
0.831
What is the correlation coefficient between a team's average home goals and average away goals?
hugomathien/soccer
[ "database.sqlite" ]
[ "pandas", "numpy", "matplotlib", "seaborn", "sqlite3" ]
5
thinking
313,090,048
[ { "content": "You are an intelligent data science assistant with access to an stateful jupyter notebook environment you can interact with it using tool calling. For example, you have access to the add_and_execute_jupyter_code_cell tool.\n\nYou have access to the following files:\n- database.sqlite\nAll of the f...
1
[ { "content": "You are an intelligent data science assistant with access to a stateful Jupyter notebook environment. You can execute Python code, run shell commands, edit cells, and inspect notebook state using the available tools.\n\nYou have access to the following files in /home/user/input/:\n- diabetes.csv\n...
0.72
What is the F1-score for the class representing individuals with diabetes (Outcome=1) in the classification report?
uciml/pima-indians-diabetes-database
[ "diabetes.csv" ]
[ "numpy", "pandas", "seaborn", "matplotlib", "scikit-learn" ]
5
thinking
23,873
[ { "content": "You are an intelligent data science assistant with access to an stateful jupyter notebook environment you can interact with it using tool calling. For example, you have access to the add_and_execute_jupyter_code_cell tool.\n\nYou have access to the following files:\n- diabetes.csv\nAll of the file...
2
[ { "content": "You are an intelligent data science assistant with access to a stateful Jupyter notebook environment. You can execute Python code, run shell commands, edit cells, and inspect notebook state using the available tools.\n\nYou have access to the following files in /home/user/input/:\n- insurance.csv\...
70%
What percentage of the original dataset is allocated to the training set after splitting into 70% training and 30% testing?
mirichoi0218/insurance
[ "insurance.csv" ]
[ "pandas", "numpy", "matplotlib", "seaborn", "scikit-learn" ]
4
non_thinking
55,628
[ { "content": "You are an intelligent data science assistant with access to an stateful jupyter notebook environment you can interact with it using tool calling. For example, you have access to the add_and_execute_jupyter_code_cell tool.\n\nYou have access to the following files:\n- insurance.csv\nAll of the fil...
3
[ { "content": "You are an intelligent data science assistant with access to a stateful Jupyter notebook environment. You can execute Python code, run shell commands, edit cells, and inspect notebook state using the available tools.\n\nYou have access to the following files in /home/user/input/:\n- diabetes.csv\n...
34.8958%
What percentage of individuals in the dataset are diagnosed with diabetes (Outcome=1)?
uciml/pima-indians-diabetes-database
[ "diabetes.csv" ]
[ "pandas", "numpy", "seaborn", "matplotlib", "scikit-learn" ]
5
thinking
23,873
[ { "content": "You are an intelligent data science assistant with access to an stateful jupyter notebook environment you can interact with it using tool calling. For example, you have access to the add_and_execute_jupyter_code_cell tool.\n\nYou have access to the following files:\n- diabetes.csv\nAll of the file...
4
[ { "content": "You are an intelligent data science assistant with access to a stateful Jupyter notebook environment. You can execute Python code, run shell commands, edit cells, and inspect notebook state using the available tools.\n\nYou have access to the following files in /home/user/input/:\n- docs_for_lsh.c...
0.9090909090909091
What is the highest Jaccard similarity value among the top 30 most similar documents to document 0?
olmatz/etcusd-stock-market-kraken
[ "docs_for_lsh.csv" ]
[ "pandas", "numpy", "scikit-learn" ]
5
non_thinking
134,901,428
[ { "content": "You are an intelligent data science assistant with access to an stateful jupyter notebook environment you can interact with it using tool calling. For example, you have access to the add_and_execute_jupyter_code_cell tool.\n\nYou have access to the following files:\n- ../input/docs-for-lsh/docs_fo...
5
[ { "content": "You are an intelligent data science assistant with access to a stateful Jupyter notebook environment. You can execute Python code, run shell commands, edit cells, and inspect notebook state using the available tools.\n\nYou have access to the following files in /home/user/input/:\n- diabetes.csv\n...
Glucose
Which predictor variable exhibits the strongest positive correlation with the diabetes outcome?
uciml/pima-indians-diabetes-database
[ "diabetes.csv" ]
[ "pandas", "numpy", "matplotlib", "seaborn", "scikit-learn" ]
5
non_thinking
23,873
[ { "content": "You are an intelligent data science assistant with access to an stateful jupyter notebook environment you can interact with it using tool calling. For example, you have access to the add_and_execute_jupyter_code_cell tool.\n\nYou have access to the following files:\n- diabetes.csv\nAll of the file...
6
[ { "content": "You are an intelligent data science assistant with access to a stateful Jupyter notebook environment. You can execute Python code, run shell commands, edit cells, and inspect notebook state using the available tools.\n\nYou have access to the following files in /home/user/input/:\n- Mall_Customers...
14
What is the standard deviation of the customers' ages in the dataset?
san-francisco/sf-311-cases
[ "Mall_Customers.csv" ]
[ "numpy", "pandas", "os" ]
4
non_thinking
1,490,193,775
[ { "content": "You are an intelligent data science assistant with access to an stateful jupyter notebook environment you can interact with it using tool calling. For example, you have access to the add_and_execute_jupyter_code_cell tool.\n\nYou have access to the following files:\n- /kaggle/input/customer-segmen...
7
[ { "content": "You are an intelligent data science assistant with access to a stateful Jupyter notebook environment. You can execute Python code, run shell commands, edit cells, and inspect notebook state using the available tools.\n\nYou have access to the following files in /home/user/input/:\n- titanic_data.c...
['male', 'female']
What are the unique gender categories in the dataset?
prkukunoor/TitanicDataset
[ "titanic_data.csv" ]
[ "numpy", "pandas", "subprocess", "matplotlib", "seaborn" ]
5
non_thinking
452,657
[ { "content": "You are an intelligent data science assistant with access to an stateful jupyter notebook environment you can interact with it using tool calling. For example, you have access to the add_and_execute_jupyter_code_cell tool.\n\nYou have access to the following files:\n- titanic_data.csv\nAll of the ...
8
[ { "content": "You are an intelligent data science assistant with access to a stateful Jupyter notebook environment. You can execute Python code, run shell commands, edit cells, and inspect notebook state using the available tools.\n\nYou have access to the following files in /home/user/input/:\n- BreadBasket_DM...
0.414%
What percentage of total sales occur during the "Night (19 to 23 PM)" period according to the time distribution analysis?
cdc/nchs-natality-measures-for-females
[ "BreadBasket_DMS.csv" ]
[ "pandas", "seaborn", "matplotlib", "numpy", "plotly" ]
5
thinking
38,560
[ { "content": "You are an intelligent data science assistant with access to an stateful jupyter notebook environment you can interact with it using tool calling. For example, you have access to the add_and_execute_jupyter_code_cell tool.\n\nYou have access to the following files:\n- ../input/transactions-from-a-...
9
[ { "content": "You are an intelligent data science assistant with access to a stateful Jupyter notebook environment. You can execute Python code, run shell commands, edit cells, and inspect notebook state using the available tools.\n\nYou have access to the following files in /home/user/input/:\n- kc_house_data....
21207
What was the number of rows remaining in the dataset after applying Z-score to remove price outliers?
harlfoxem/housesalesprediction
[ "kc_house_data.csv" ]
[ "numpy", "scipy", "pandas", "seaborn", "matplotlib", "missingno", "scikit-learn", "lightgbm", "xgboost", "catboost" ]
5
non_thinking
2,515,206
[ { "content": "You are an intelligent data science assistant with access to an stateful jupyter notebook environment you can interact with it using tool calling. For example, you have access to the add_and_execute_jupyter_code_cell tool.\n\nYou have access to the following files:\n- kc_house_data.csv\nAll of the...
10
[ { "content": "You are an intelligent data science assistant with access to a stateful Jupyter notebook environment. You can execute Python code, run shell commands, edit cells, and inspect notebook state using the available tools.\n\nYou have access to the following files in /home/user/input/:\n- bank.csv\n\nPr...
February, March, April, September, October, and December
Which months show the highest effectiveness for marketing campaigns in terms of term deposit subscriptions according to the analysis?
janiobachmann/bank-marketing-dataset
[ "bank.csv" ]
[ "numpy", "pandas", "matplotlib", "seaborn", "statsmodels", "scikit-learn" ]
4
thinking
918,960
[ { "content": "You are an intelligent data science assistant with access to an stateful jupyter notebook environment you can interact with it using tool calling. For example, you have access to the add_and_execute_jupyter_code_cell tool.\n\nYou have access to the following files:\n- bank.csv\nAll of the files ar...
11
[ { "content": "You are an intelligent data science assistant with access to a stateful Jupyter notebook environment. You can execute Python code, run shell commands, edit cells, and inspect notebook state using the available tools.\n\nYou have access to the following files in /home/user/input/:\n- kc_house_data....
Saturday (475000.0)
After removing 0-bedroom properties and correcting data typos, which weekday has the highest median sale price?
harlfoxem/housesalesprediction
[ "kc_house_data.csv" ]
[ "numpy", "pandas", "matplotlib", "pandas-profiling", "folium", "seaborn" ]
5
non_thinking
2,515,206
[ { "content": "You are an intelligent data science assistant with access to an stateful jupyter notebook environment you can interact with it using tool calling. For example, you have access to the add_and_execute_jupyter_code_cell tool.\n\nYou have access to the following files:\n- kc_house_data.csv\nAll of the...
12
[ { "content": "You are an intelligent data science assistant with access to a stateful Jupyter notebook environment. You can execute Python code, run shell commands, edit cells, and inspect notebook state using the available tools.\n\nYou have access to the following files in /home/user/input/:\n- diabetes.csv\n...
Insulin (374 zeros)
Which feature in the dataset has the highest number of zero values in its original state before preprocessing?
uciml/pima-indians-diabetes-database
[ "diabetes.csv" ]
[ "pandas", "numpy", "matplotlib", "seaborn", "scikit-learn" ]
5
non_thinking
23,873
[ { "content": "You are an intelligent data science assistant with access to an stateful jupyter notebook environment you can interact with it using tool calling. For example, you have access to the add_and_execute_jupyter_code_cell tool.\n\nYou have access to the following files:\n- diabetes.csv\nAll of the file...
13
[ { "content": "You are an intelligent data science assistant with access to a stateful Jupyter notebook environment. You can execute Python code, run shell commands, edit cells, and inspect notebook state using the available tools.\n\nYou have access to the following files in /home/user/input/:\n- DEXKOUS.csv\n\...
86.219941
What is the width of the 95% confidence interval for the final predicted exchange rate (difference between yhat_upper and yhat_lower) in the 60-day forecast?
biokpc/us-korean-exchange-rate
[ "DEXKOUS.csv" ]
[ "pandas", "numpy", "fbprophet", "matplotlib" ]
4
thinking
90,308
[ { "content": "You are an intelligent data science assistant with access to an stateful jupyter notebook environment you can interact with it using tool calling. For example, you have access to the add_and_execute_jupyter_code_cell tool.\n\nYou have access to the following files:\n- DEXKOUS.csv\nAll of the files...
14
[ { "content": "You are an intelligent data science assistant with access to a stateful Jupyter notebook environment. You can execute Python code, run shell commands, edit cells, and inspect notebook state using the available tools.\n\nYou have access to the following files in /home/user/input/:\n- vgsales.csv\n\...
Grand Theft Auto V
What is the name of the game with the highest global sales in the video game sales dataset after sorting by 'Global_Sales' in descending order?
gregorut/videogamesales
[ "vgsales.csv" ]
[ "pandas" ]
4
thinking
1,355,781
[ { "content": "You are an intelligent data science assistant with access to an stateful jupyter notebook environment you can interact with it using tool calling. For example, you have access to the add_and_execute_jupyter_code_cell tool.\n\nYou have access to the following files:\n- vgsales.csv\nAll of the files...
15
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