First Build of the model to check data being read.

Model - Data Checking

+#Importing relevant libraries to build model
+from keras.models import Sequential
+from keras.layers import Dense, Embedding, Flatten, concatenate
+#Processing data libraries
+from keras.preprocessing.text import Tokenizer
+from keras.utils import pad_sequences
+import pandas as pd
+import numpy as np
+
+#Read data from CSV
+data = pd.read_csv('plantdata.csv')
+
+#Process the strings from the plantdata
+max_words = 5000
+max_length = 83
+tokenizer = Tokenizer(num_words=max_words)
+tokenizer.fit_on_texts(data[['pH String','Moisture']])
+pH_array = tokenizer.texts_to_sequences(data['pH String'])
+moisture_array = tokenizer.texts_to_sequences(data['Moisture'])
+
+# pH_input = pad_sequences(pH_array, maxlen=max_length)
+# moisture_input = pad_sequences(moisture_array, maxlen=max_length)
+