Emotion detector in text using natural language processing.
Use the package manager pip to install these packages.
pip install streamlit neattext eli5 lime pandas spacy numpy altair seaborn scikitlearn
To implement this project you will need these libraries:
To load your data import these libraries
import pandas as pd
import numpy as np
#**Load Data Visualization**
import seaborn as sns
#**Load Text Cleaning Pkgs**
import neattext.functions as nfx
#**Load Machine Learning packages**
from sklearnex import patch_sklearn
from sklearn.linear_model import LogisticRegression
from sklearn.naive_bayes import MultinomialNB
#**Transformers**
from sklearn.feature_extraction.text import CountVectorizer
from sklearn.metrics import accuracy_score, classification_report,confusion_matrix
from sklearn.model_selection import train_test_split