AdithyaSK/jupyter-agent-eval-v1-harbor
jupyter-agent-eval-v1 — Harbor task suite: Harbor dataset on Hugging Face with 154 tasks. 100 Harbor task(s) for the Jupyter data-analysis agent. Each task is one (question, gold answer) pair against a real Kaggle dataset.
Tasks
- In which year did the Dirty South first surpass both the East and West Coasts in the number of hip hop releases?
- Which state has the highest number of apple samples in the dataset?
- What is the rank of 'Granny Smith' in terms of frequency among apple varieties?
- What is the maximum number of co-authors associated with any single proposal in the dataset?
- Which category in the top 10 list has the highest total number of backers across all projects?
- What is the proportion of shootings involving individuals with signs of mental illness in Washington compared to other states?
- What percentage of individuals killed by tasers in 2015 were unarmed at the time of the incident?
- Which racial group had the highest number of Taser-related deaths in 2015 compared to 2016?
- Does the variability in review scores for less experienced authors increase as they approach 70 reviews?
- What is the highest number of votes received by any product in the dataset?
- How many unique product models are present in the dataset?
- Did any state report zero incidence per capita for any disease in the year 1966?
- What is the total number of times Stannis Baratheon won against Mance Rayder in the dataset?
- How many superpixel segments were retained after applying the PET signal threshold in the 3D segmentation?
- Which feature is ranked as the second most important after the top feature according to the RFE ranking?
- Which game mechanic has the highest positive coefficient in the linear regression model predicting geek rating?
- What is the p-value for the Kendall's correlation between daily fruit consumption and weight measurements in the dataset?
- What is the difference between the training set R-squared and test set R-squared values when using all features in the multiple regression…
- How many unique users have checked in at the location closest to the New York City convex hull centroid?
- What is the percentage of missing values in the 'user rating score' column of the dataset?
- What is the RMSFGPM value for Django Unchained?
- What is the correlation coefficient between word frequency (Freq) and child-directed speech frequency (CDS freq)?
- What is the calculated threshold time (in minutes) where the normalized full time distributions for male and female athletes show the…
- What is the length of the longest unbeaten streak (wins + draws) achieved by PSG during the Qatari investment period?
- Is there a statistically significant negative correlation between Happiness Rank and Happiness Score in the dataset?
- Which symptom is most frequently reported across all health events in the dataset?
- On which day of the week does the peak hour for traffic-related deaths occur earliest in the day?
- Which keyword is most frequently associated with ICLR 2017 papers based on the dataset?
- Which decision outcome occurs most frequently for submitted papers in the ICLR 2017 dataset?
- Which numeric attribute (HP, SP, Atk, Def, Int, Spd) has the highest coefficient of variation (standard deviation divided by mean) in the…
- What is the p-value from the two-way chi-square test analyzing the relationship between statistics course background and programming…
- Which cryptocurrency has the highest number of recorded entries in the dataset?
- What is the average daily percentage change (Delta) for Bitcoin (BTC) in the dataset?
- What is the chi-square test p-value for the relationship between SMS reminders and no-shows?
- Which classes have a precision of zero in the KNearestNeighbors model's predictions?
- Which medical topic shows the most consistent search volume patterns relative to 2017 over the years based on correlation trends?
- Does the Surah column contain any missing values after the dataset is processed?
- What is the total number of data points remaining in the dataset after the data cleaning process?
- Which player has played the most matches in WTA history (including both wins and losses) according to the dataset?
- Which specific job has the largest weekly wage difference between male and female workers in the dataset?
- Which model (Multinomial vs. Bernoulli Naive Bayes) achieved a higher AUC score on the test set, and what was the exact AUC value for the…
- What is the Cohen's d effect size for the difference in height between genders?
- How many movies in the dataset required the vote average correction (where vote count=0 and vote average=0 were replaced with NaN)?
- Which numerical variable in the dataset contains the highest number of zero values, based on the zero-value count analysis?
- What is the chi-square test statistic for the two-way analysis between programming experience and statistics course background?
- Which legislator received the highest total contributions, and what was the amount?
- What is the maximum time spent chatting (in minutes) recorded in the dataset after processing the Time spent chating H:M column?
- What is the poisonous probability for mushrooms that do not bruise (bruises = 0) compared to those that bruise (bruises = 1)?
- How many unique sale discount percentages are present in the cleaned dataset?
- What percentage of Indica strains report "Relaxed" as an effect?
- What is the maximum average frequency of using Stack Overflow MetaChat among any user group, and which group exhibits this behavior?
- What is the median TotalPay for employees with the job title "Police Officer 3"?
- What is the longest duration, in minutes, of any movie in the highest-rated group of movies identified in the analysis?
- What is the title of the highest-rated movie with an APPROVED content rating in the dataset?
- Which music genre has the highest average review score according to the linear regression model that includes year and genre as predictors?
- Which decade (10-year period) had the highest number of airplane crashes according to the dataset?
- Which composer appears most frequently in the works data?
- Which auction type yields the highest median final price for Xbox game consoles in the dataset?
- Which candidate had a higher 75th percentile of absolute vote difference in their winning counties?
- What is the total number of trainable parameters in the LSTM model architecture?
- What is the test set accuracy of the final logistic regression model after feature selection and model refinement processes?
- Are the classes uniformly distributed in the training dataset based on the provided analysis?
- What is the most frequent type of crime in the Central Business District neighborhood?
- What proportion of all user interactions in the dataset represent completed purchase transactions?
- What is the percentage of all events in the dataset that are categorized as product views?
- How long did the LIME feature importance calculation take for 1,000 test samples?
- Based on the Augmented Dickey-Fuller test results, what conclusion can be drawn about the stationarity of the temperature time series?
- What is the total number of columns in the dataset after removing the row numbering column?
- What is the highest test accuracy achieved by the decision tree classifier during hyperparameter tuning (min samples leaf from 15 to 99)?
- Which country is most frequently represented among the top 20 universities in 2016 based on word cloud analysis?
- What is the least common negative reason reported in the dataset based on frequency analysis?
- When testing the triple exponential smoothing model with manually specified alpha values (0.1, 0.3, 0.5, 0.7, 0.9), what was the predicted…
- How many unique listings in the dataset have at least one associated review entry?
- What is the search time for a load factor of 0.25?
- At a load factor of 0.75, how many items were not found during the search operation?
- How many matches from 2008 to 2017 were decided using the Duckworth-Lewis method?
- Which restaurant has the highest Pearson correlation coefficient with Tortas Locas Hipocampo based on user ratings?
- What is the cuisine type of the restaurant with the highest Pearson correlation coefficient with Tortas Locas Hipocampo?
- How many unique users rated the restaurant with placeID 135085 (Tortas Locas Hipocampo)?
- What percentage of students in the dataset dropped out according to the 'continue drop' classification?
- Which type of area (RRO, Industrial, Sensitive, NA) became the most frequent category in the dataset after standardizing the 'type' column?
- What percentage of customers in the dataset have exited?
- What is the average number of samples per digit class in the training dataset?
- What is the total number of words in all non-ironic comments in the dataset?
- How many more words per comment are present in non-ironic comments compared to ironic comments, on average?
- What percentage of employees in the dataset have left the company?
- What is the difference in average sentiment scores between Donald Trump and Hillary Clinton's non-retweet tweets based on the TextBlob…
- Which feature has the highest correlation with Health per Sec that is not a perfect inverse relationship?
- What is the strongest negative correlation coefficient between the class label (0=Abnormal, 1=Normal) and any numerical feature in the…
- What is the cuisine type of the most rated restaurant based on the number of ratings in the dataset?
- Which cuisine type is most correlated with "Tortas Locas Hipocampo" based on Pearson correlation analysis of user ratings?
- What is the interquartile range (IQR) of the customers' spending scores?
- Which feature showed the strongest correlation with "Life expectancy" in the correlation matrix analysis?
- What is the predicted salary for an employee with 2.0 years of experience according to the regression model?
- What is the count of the third most used female name in the year 2002?
- What is the highest lift value among all association rules identified in the dataset?
- What are the ages of the oldest and youngest Nobel Prize winners?
- Which character (and their associated race) has the highest total word count across all films and chapters?
- What is the total number of words spoken by the Ainur race in "The Return Of The King" film?
- Is there a statistically significant correlation between game playing time and total user comments received?
- What is the correlation between customer tenure and churn?
- What is the ratio of non-distressed companies to distressed companies in the original dataset?
- Does the ZIP code data in the 2010 dataset show statistically significant deviation from uniform distribution for leading digits (based on…
- How many total individuals were included in the dataset of police shootings from 2015 to 2017?
- What is the most commonly detected encoding type across all files in the dataset?
- Есть ли статистически значимая разница в среднем количестве международных звонков между клиентами с international plan и без него?
- Which month has the highest average Drought Code (DC) value according to the dataset's monthly analysis?
- What was the highest testing accuracy observed across all k-values in the KNN algorithm during the hyperparameter tuning process?
- What proportion of patients in the dataset were readmitted within 30 days according to the processed readmission classification?
- What is the most common time in hospital (days) for patients in the dataset, based on frequency distribution?
- What was the R² score of the best-performing model on the test set, and which model achieved this score?
- What is the adjusted Rand index score for the Aggregation dataset when KMeans is applied with k=6 clusters, comparing predicted labels to…
- What is the intercept value of the decision boundary when classifying classes 1 and 3 in the real dataset?
- Is the correlation between BMI and height in the dataset statistically significant?
- What percentage of risky customers are captured in the top two deciles by the Gradient Boosting model?
- What is the highest F1 score achieved by any model during 5-fold cross-validation?
- What is the mode of the Embarked column in the training dataset?
- What is the most frequent final grade (G3) among students in the dataset?
- Which agency handles the most "Noise - Street/Sidewalk" complaints according to the dataset?
- Which gender has the highest proportion of loans marked as "PAIDOFF"?
- What is the average age of passengers in the first class (Pclass=1)?
- Which embarkation point (Emb 1, Emb 2, or Emb 3) has the highest proportion of passengers in the training data, and what is that proportion?
- What is the maximum length of a sentence (in tokens) in the dataset after processing?
- Which machine learning model achieved the highest F1 score in the comparison analysis?
- What is the most common job category in the dataset?
- What is the percentage of suicide gun deaths in the United States from 2012 to 2014, by year with the highest rate?
- What is the most likely next word after the phrase "Do" in the full model's non-generative predictions?
- What is the detected character encoding for the file 'shisei UTF-8.txt'?
- What is the most common type of battle in Joffrey/Tommen Baratheon's military campaigns?
- What is the country of residence with the highest number of individuals represented in the dataset after grouping infrequent entries into…
- What proportion of applicants in the cleaned dataset reported having 2 or more dependents?
- How many tweets in the dataset have an undetermined language (Language == 'und')?
- Which genre is most frequently represented in the anime dataset after data cleaning?
- Which pair of features in the Boston housing dataset exhibits the highest positive correlation according to the computed correlation matrix?
- How many null values are present in the target variable (y) of the training dataset?
- Do the PageRank scores for node '0' computed by the custom implementation match the NetworkX implementation when using the same tolerance…
- How many features were removed from the original dataset during the VIF-based feature selection process?
- How many notable figures are listed as originating from the "Unknown" continent in the dataset?
- What is the dimensionality of the customer-item interaction matrix constructed for collaborative filtering analysis?
- What is the difference between the predicted y values for x=20 from the gradient descent model and the scikit-learn LinearRegression model?
- According to the Shapiro-Wilk test, is the moderate-intense rating data normally distributed?
- Which of the first five topics identified by the BERTopic model includes the keyword "stark"?
- What is the range of the 'pH' values in the dataset?
- Which sub-metering device (Sub metering 1, Sub metering 2, or Sub metering 3) shows the strongest statistical relationship with Global…
- What is the accuracy of the model on the training data when using entropy as the criterion?
- What is the Pearson correlation coefficient between trip distance (miles) and trip duration (minutes), and is this correlation…
- How many observations are present in the differenced dataset (data1) after excluding the first row containing NaN values from the diff…
- What is the critical value at 5% significance level from the ADF test that determines stationarity of the original temperature data?
- Which U.S. state has the highest high school graduation rate for individuals over 25 years old based on the dataset?
- After data cleaning and preprocessing, how many unique comfort food types were identified in the dataset?
4 more tasks.
AdithyaSK/jupyter-agent-eval-v1-harbor on the Hugging Face Hub