how_much_beans.py

# filtering those chocolates which are manufactured by Soma Chocomaker 
soma_choco_data = choco_data[choco_data['manufacturer'].isin(['Soma'])] 

# creating the dictionary
bean_dict = {} 
bean_origins = list(soma_choco_data['bean_origin']) 
for origin in bean_origins: 
  if origin in bean_dict: 
    bean_dict[origin] += 1 
  else: 
    bean_dict[origin] = 1
    
# creating the dictionary 
bean_dict = sort_sliced_dict(bean_dict, is_reverse=True, item_count=5) 

# plotting the graph 
fig = px.bar(x=list(bean_dict.keys()), 
             y=list(bean_dict.values()), 
             text=list(bean_dict.values()), 
             color_continuous_scale='inferno', 
             color=list(bean_dict.keys())) 
fig.update_traces(textposition='outside') 
fig.update_layout(title={'text': 'Beans providers for Soma'},
                  xaxis={'title_text': 'Beans Origin'}, 
                  yaxis={'title_text': 'Count'}) 
fig.show()