How many patients were hospitalized during July 2020 in Texas, and nationwide as the total of all states? Use the hospitalizedIncrease column.
Entering new SQL Agent Executor chain...
I need to find the total number of patients hospitalized during July 2020 from the database.
Action: sql_db_query_checker
Action Input:
SELECT SUM(hospitalized)
FROM hospital_data
WHERE date >= '2020-07-01' AND date <= '2020-07-31'
SELECT SUM(hospitalized)
FROM hospital_data
WHERE date >= '2020-07-01' AND date <= '2020-07-31';
The query looks correct, I should execute it to get the total number of patients hospitalized during July 2020.
Action: sql_db_query
Action Input:
SELECT SUM(hospitalized)
FROM hospital_data
WHERE date >= '2020-07-01' AND date <= '2020-07-31'
Error: (sqlite3.OperationalError) no such table: hospital_data
[SQL: SELECT SUM(hospitalized)
FROM hospital_data
WHERE date >= '2020-07-01' AND date <= '2020-07-31']
(Background on this error at: https://sqlalche.me/e/20/e3q8)
I need to check the schema of the database to see if the table hospital_data exists.
Action: sql_db_list_tables
Action Input: all_states_history
The table I need is not listed. I should check the schema of the database to find the correct table.
Action: sql_db_schema
Action Input: hospital_data
Error: table_names {'hospital_data'} not found in database
I need to verify the correct table names in the database.
Action: sql_db_list_tables
Action Input: all_states_history
I should use the table "all_states_history" instead of "hospital_data" to find the total number of patients hospitalized during July 2020.
Action: sql_db_query_checker
Action Input:
SELECT SUM(hospitalized)
FROM all_states_history
WHERE date >= '2020-07-01' AND date <= '2020-07-31'
SELECT SUM(hospitalized)
FROM all_states_history
WHERE date >= '2020-07-01' AND date <= '2020-07-31';
The query looks correct now. I should execute it to get the total number of patients hospitalized during July 2020.
Action: sql_db_query
Action Input:
SELECT SUM(hospitalized)
FROM all_states_history
WHERE date >= '2020-07-01' AND date <= '2020-07-31'
[(5535849.0,)]
I now know the final answer.
Final Answer: There were 5,535,849 patients hospitalized during July 2020.
Finished chain.
{'input': 'How many patients were hospitalized during July 2020', 'output': 'There were 5,535,849 patients hospitalized during July 2020.'}
Inspired From: https://learn.deeplearning.ai/accomplishments/7b4fe22d-b4fd-400f-a43e-8a49b6b1be64?usp=sharing