yashm commited on
Commit
572cd09
·
verified ·
1 Parent(s): 64926d8

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +19 -11
app.py CHANGED
@@ -17,8 +17,12 @@ class pytrendsExpander:
17
  kw_list = [self.keyword]
18
  pytrends.build_payload(kw_list, cat=0, timeframe='today 1-m', geo='US', gprop='')
19
  queries = pytrends.related_queries()
20
- df_results = pd.DataFrame(queries.get(self.keyword).get('top').rename_axis('ranking').reset_index())
21
- return df_results.head(m)
 
 
 
 
22
 
23
  pytrends = TrendReq(hl='en-US', tz=360)
24
 
@@ -94,16 +98,20 @@ if kw_list:
94
  st.write(f"Related to '{keyword}':")
95
  expander = pytrendsExpander(keyword)
96
  related_df = expander.expand_search(10)
97
- st.write(related_df)
98
 
99
- # Generate and display word cloud
100
- wordcloud = WordCloud(width=800, height=400, background_color='white').generate_from_frequencies(
101
- dict(zip(related_df['query'], related_df['value']))
102
- )
103
- fig, ax = plt.subplots(figsize=(10, 5))
104
- ax.imshow(wordcloud, interpolation='bilinear')
105
- ax.axis('off')
106
- st.pyplot(fig)
 
 
 
 
 
107
 
108
  st.subheader('Geographical Interest')
109
  interest_by_region = pytrends.interest_by_region(resolution='COUNTRY', inc_low_vol=True, inc_geo_code=True)
 
17
  kw_list = [self.keyword]
18
  pytrends.build_payload(kw_list, cat=0, timeframe='today 1-m', geo='US', gprop='')
19
  queries = pytrends.related_queries()
20
+
21
+ if self.keyword in queries and queries[self.keyword] is not None:
22
+ top_queries = queries[self.keyword].get('top')
23
+ if top_queries is not None and not top_queries.empty:
24
+ df_results = top_queries.rename_axis('ranking').reset_index()
25
+ return df_results.head(m)
26
 
27
  pytrends = TrendReq(hl='en-US', tz=360)
28
 
 
98
  st.write(f"Related to '{keyword}':")
99
  expander = pytrendsExpander(keyword)
100
  related_df = expander.expand_search(10)
 
101
 
102
+ if not related_df.empty:
103
+ st.write(related_df)
104
+
105
+ # Generate and display word cloud only if we have data
106
+ wordcloud = WordCloud(width=800, height=400, background_color='white').generate_from_frequencies(
107
+ dict(zip(related_df['query'], related_df['value']))
108
+ )
109
+ fig, ax = plt.subplots(figsize=(10, 5))
110
+ ax.imshow(wordcloud, interpolation='bilinear')
111
+ ax.axis('off')
112
+ st.pyplot(fig)
113
+ else:
114
+ st.write(f"No related queries found for '{keyword}'.")
115
 
116
  st.subheader('Geographical Interest')
117
  interest_by_region = pytrends.interest_by_region(resolution='COUNTRY', inc_low_vol=True, inc_geo_code=True)