Ai-improved Python Assistant

Hello! I'm PyAssist, your personal AI assistant for all things Python. May I please have your first name and preferred language so I can tailor my responses to you? Borys and speak English Hello Borys! It's great to meet you. How can I assist you with your Python-related needs today? can make this code better ? import pandas as pd df = pd.read_excel('SNACK_TYPE.xlsx') df['LONG_DESCRIPTION'] = df['LONG_DESCRIPTION'].astype(str) df['SUB_BRAND_LOCAL'] = df['SUB_BRAND_LOCAL'].astype(str) df['SUB_CATEGORY_LOCAL'] = df['SUB_CATEGORY_LOCAL'].astype(str) def get_subtype(row): if row['COUNTRY'] == 'ARGENTINA': desc_keywords = {'BISC': 'CRUNCHY', 'GALL': 'CRUNCHY', 'STICK': 'MEATY', 'PALITO': 'MEATY', 'TIRITA': 'MEATY', 'DENTAL': 'FUNCTIONAL', 'DENTASTIX': 'FUNCTIONAL', } The code seems to be functional, but there are a few things you can do to improve it: Instead of creating separate dictionaries for desc_keywords, subbrand_keywords, and subcategory_keywords for each country, you can create a single dictionary for each type of keyword and use the country as a key in the dictionary. This will make it easier to add new countries or modify existing ones. You can use the get() method of dictionaries to handle cases where a keyword is not found. This way, you can provide a default value ("ALL OTHER") if the keyword is not found. Here's a revised version of the code that implements these suggestions: python Copy code import pandas as pd # Define keyword dictionaries for each type of keyword desc_keywords = { 'ARGENTINA': {'BISC': 'CRUNCHY', 'GALL': 'CRUNCHY', 'STICK': 'MEATY', 'PALITO': 'MEATY', 'TIRITA': 'MEATY', 'DENTAL': 'FUNCTIONAL', 'DENTASTIX': 'FUNCTIONAL'}, 'CHILE': {'BISCUIT': 'CRUNCHY', 'GALLETA': 'CRUNCHY', 'GALLET': 'CRUNCHY', 'BISCROK': 'CRUNCHY', 'STICK': 'MEATY', 'TIRITA': 'MEATY', 'TIRA': 'MEATY', 'VITAL FIBER': 'FUNCTIONAL', 'FLEXI STICKS': 'FUNCTIONAL', 'FIT FORMULA': 'FUNCTIONAL', 'SNACK DENTAL': 'FUNCTIONAL'}, 'MEXICO': {'BISC': 'CRUNCHY', 'DENT': 'FUNCTIONAL', 'DIGEST': 'FUNCTIONAL', 'BISCROK': 'CRUNCHY', 'BISCUITS': 'CRUNCHY', 'HUESITOS': 'CRUNCHY', 'JUMBONE': 'CRUNCHY', 'PALOMITAS': 'CRUNCHY', 'TEMPTATIONS': 'CRUNCHY', 'TUETANITOS': 'CRUNCHY', 'BALANCE NATURAL': 'MEATY', 'CAT MILK': 'FUNCTIONAL', 'DENTABONE': 'FUNCTIONAL', 'DENTALIFE': 'FUNCTIONAL', 'DIGESTY': 'FUNCTIONAL', 'FIBRA Y SALUD': 'FUNCTIONAL', 'MILK': 'FUNCTIONAL', 'ORAL FRESH': 'FUNCTIONAL', 'PETS JOY ANTISARRO': 'FUNCTIONAL', 'PETS JOY PROBIOTICOS': 'FUNCTIONAL'}, 'COLOMBIA': {'BISCUIT': 'CRUNCHY', 'TIRA': 'MEATY', 'DENTALIFE': 'FUNCTIONAL', 'HAIRBALL': 'FUNCTIONAL', 'DIET': 'FUNCTIONAL', 'MIXUPS': 'CRUNCHY', 'TRAVESURAS': 'CRUNCHY', 'HAIRBALL': 'FUNCTIONAL', 'PRESCRIPTION DIET': 'FUNCTIONAL', 'SCIENCE DIET': 'FUNCTIONAL'}, 'PERU': {'BISC': 'CRUNCHY', 'GALL': 'CRUNCHY', 'STICK': 'MEATY', 'PALITO': 'MEATY', 'TIRA': 'MEATY', 'DENT': 'FUNCTIONAL', 'DIGEST': 'FUNCTIONAL', 'CUIDAD': 'FUNCTIONAL'} } subbrand_keywords = { 'ARGENTINA': {}, 'CHILE': {}, 'MEX Regenerate response