jdegene

import os
import pandas as pd
import fitz
from collections import Counter

import spacy
nlp = spacy.load('en_core_web_trf')

magazin_fol = "myfol/magazines/"
out_full_fp = "myfol/word_count_full.csv"

jdegene

import pandas as pd

data_fol = "/myLocal/dataFol/"

# wc = wordcount. Make words lower case to make interpretation easier. Remove words that might still have <2 characters.
wc_df = pd.read_csv(data_fol + "word_count_full.csv", sep=";", decimal=",", encoding="utf8")
wc_df["word"] = wc_df["word"].str.lower()
wc_df = wc_df[wc_df["word"].str.len() > 2]

# convert str date column to pandas datetime format and extract months & years...

jdegene

jdegene

# -*- coding: utf-8 -*-

# 1.0 Imports
import dash
from dash import dcc
from dash import html

from dash.dependencies import Output
from dash.dependencies import Input

jdegene

sidebar = html.Div(
    [   # add some header text
        html.H2("My App", className="display-4", 
                style={'textAlign': 'center', 'font-variant': 'small-caps'}),
        html.Hr(), # this adds a horizontal line
        html.H3( # H3 is a smaller header than H2
            "Data Analytics", className="display-8", style={'textAlign': 'center'}
        ),        
        # add the actual links
        dbc.Nav(

jdegene

# 3.1 PAGE 1

# store ALL of the following html in a variable page1_content. This is called when switching pages
# wrap everything in an out Div
page1_content = html.Div(
    children=[
        
        #header, this is a child of the outer div. All header information is then 
        # wrapped in its own Div
        html.Div(

jdegene

# 4.1 switch between pages. Each callback is connected to the function below
@app.callback(Output("page-content", "children"), # returns the page content of the clicked page
              [Input("url", "pathname")]) # get the pathname from the url click as input
def render_page_content(pathname): # function input the the Input() parameter from the callback decorator
    if pathname == "/":
        return page1_content
    elif pathname == "/page2_url":
        return page2_content
    # If the user tries to reach a different page, return an error message
    return html.Div(

jdegene

# 5 run the darn thing
if __name__ == "__main__":
    
    # this will run the app on your local machine: basically dash will run 
    # its own dev server on localhost: visit 127.0.0.1:8050 in your browser to
    # see your app
    app.run_server(port=8050, debug=True)

    #HOWEVER, if you are deploying it later, set your host to "0.0.0.0",
    # because dash will not be responsible for managing the server itself

jdegene

# -*- coding: utf-8 -*-

# 1.0 Imports
import dash
from dash import dcc
from dash import html

from dash.dependencies import Output
from dash.dependencies import Input