Uploading 1.54 here.

pyResearchInsights/Visualizer.py

@@ -60,7 +60,7 @@ def topic_builder(lda_model, topic_order, num_topics, num_keywords, textual_data
 
 	for topic in topic_order:
 		'''Progressively generating the figures comprising the weights and frequencies for each keyword in each topic'''
-		fig, ax = plt.subplots(1, 1, figsize=[20, 15])
+		_, ax = plt.subplots(1, 1, figsize=[20, 15])
 		x_axis = [x_axis_element for x_axis_element in range(0, num_keywords)]
 
 		'''Creating the x_axis labels here, which is the topic keywords'''
@@ -70,7 +70,7 @@ def topic_builder(lda_model, topic_order, num_topics, num_keywords, textual_data
 		'''Here, we make sure that the y_axis labels are equally spaced, and that there are 10 of them'''
 		word_count_list = [word_count for word_count in df.loc[df.topic_id==topic, 'word_count']]
 		word_count_increment = (max(word_count_list)/10)
-		y_axis_labels = [0 + increment*(word_count_increment) for increment in range(0, 10)]
+		y_axis_labels = [round(0 + increment*(word_count_increment)) for increment in range(0, 10)]
 
 		'''Here, we make sure that the y_axis_twin labels are equally spaced, and that there are 10 of them'''        
 		word_importance_list = [word_count for word_count in df.loc[df.topic_id==topic, 'importance']]

setup.py

@@ -3,13 +3,13 @@
 setup(
   name = 'pyResearchInsights',         # How you named your package folder (MyLib)
   packages = ['pyResearchInsights'],   # Chose the same as "name"
-  version = '1.53',      # Start with a small number and increase it with every change you make
+  version = '1.54',      # Start with a small number and increase it with every change you make
   license='MIT',        # Chose a license from here: https://help.github.com/articles/licensing-a-repository
   description = 'End-to-end tool for scientific literature analysis',   # Give a short description about your library
   author = 'Sarthak J. Shetty',                   # Type in your name
   author_email = '[email protected]',      # Type in your E-Mail
   url = 'https://github.com/SarthakJShetty/pyResearchInsights',   # Provide either the link to your github or to your website
-  download_url = 'https://github.com/SarthakJShetty/pyResearchInsights/archive/v_153.tar.gz',    # I explain this later on
+  download_url = 'https://github.com/SarthakJShetty/pyResearchInsights/archive/v_154.tar.gz',    # I explain this later on
   keywords = ['Educational Tools', 'Analysis', 'Scraper', 'Natural Language Processing'],   # Keywords that define your package best
   install_requires=[            # I get to this in a second
           'numpy',