Source code on GitHub.

README

Problems

Task 1: Single File

| ID # | Question | Column | Type | data file(s) | |:----:|:---------------------------------------------------------:|:------:|:---------------------:|:-------------------------------------------------------------:| | 1 | What demographic least met goal performance in 2023? | AE | String (yes/no) | progress_towards_state_goals_proficiency_2023 | | 2 | What demographic has the most percent chronically absent? | Q | Number (xx.xx) | chronic_absenteeism_2023 | | 3 | What demographic had the most out of school suspensions? | R | Number (whole number) | safe_schools_discipline_2023 | | 4 | What demographic has the lowest climate index? | Q | Number (xx.x) | quality_of_school_climate_and_safety_survey_index_scores_2023 | | 5 | What demographic has the lowest safety index? | R | Number (xx.x) | quality_of_school_climate_and_safety_survey_index_scores_2023 |

Example Code

Smart Data Frame

* desc: This is an example of a smart data frame * file: pandas_ai_sdf.py

* desc: This is an example of a smart data frame /w KY STATS data * file:pandas_ai_sdf_KY.py

Smart Data Lake

* desc: This is an example of a smart data lake * file:pandas_ai_datalake.py

Agent

* desc: This is an example of a smart data lake * file:pandas_ai_agent.py

* desc: This is an example of a smart data lake /w slipstream output * file:pandas_ai_agent_sl.py