Python package to do analysis on Occasion
Project description
Installation:
pip install occasion-analysis-package
Get started:
Description: "Python package to do analysis on Occasion"
Long Description: "This package consist of 3 functions: export sql data to csv(export_data_to_csv), create word cloud(create_word_cloud), create emoji chart(create_emoji_chart)"
export_data_to_csv(credential_file_path, export_file_path): The function will export data based on SQL query into csv file. For data loading, create a file named: "credentials.env" which has database credential details in following format:
DATABASE = 'database_name' USER = 'user_name' PASSWORD = 'password' HOST = 'host' PORT = 'port_number'
Parameters:
credential_file_path (string): File Path for Credential File without file name (as it is set to credentials.env). Please enter file path with double backslash "\\". export_file_path (string): File Path to export the data(as it is set to occasion.csv). Please enter file path with double backslash "\\".
Package Import: psycopg2, os, csv, io, pandas, dotenv
create_word_cloud(import_file_path,stop_words): The function will create Word Cloud using Document Term Matrix.
Parameters:
import_file_path (string): File Path to export the data. Please enter file path with double backslash "\\" with file name. There should be two columns in the file: "use_case", "all_text". File name should be .csv extension. stop_words (list/string): Enter the list of stop words, which should be avoided while creating word cloud. Example: "mother, mom, mum".
Package Import: numpy, pandas, matplotlib, re, string, spacy, CountVectorizer
create_emoji_chart(import_file_path): The function will create Emoji Frequency Chart.
Parameters:
import_file_path (string): File Path to export the data. Please enter file path with double backslash "\\" with file name. There should be two columns in the file: "use_case", "all_text". File name should be .csv extension.
Package Import: pandas, plotly, advertools
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