Add spaCy NLP processing of diary entries - Githubissues

fionnfuchs / mood-tracking-diary

A telegram bot that asks you about your day / mood and writes your answers into a database. It is able to generate diaries for you to read and analyze the data, providing insight into what raises / lowers your mood.

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Add spaCy NLP processing of diary entries #4

Closed fionnfuchs closed 3 years ago

fionnfuchs commented 3 years ago

Add a new container running the spaCy python script
spaCy python script reads all diary entries and extracts valuable information

Information to be extracted for MVP:

relevant verbs, relevant nouns associated with their mood values
these verbs and nouns should be stemmed / lemmatized appropriately (already done in private Colab notebook)
could be stored in a dictionary like the following

word_mood_dict = {
    "userid": 2362839,
    "verbs": {
        "hike": {
            "values": [5,4,4]
        },
        "work": {
            "values": [2,3,5]
        }
    },
    "nouns": {
        "vacation": {
            "values": [5,4]
        },
        "university": {
            "values": [4]
        }
    }
}

fionnfuchs commented 3 years ago

Implemented.