def TWT_graph(n_clicks, input_value):
andf = top_results(input_value)
andf = analyse_sentiment(andf, "text")
andf['Date'] = andf.apply(lambda row: str(row.timestamp).split(" ", 1)[0],
axis=1)
andf['RoundPolarity'] = round(andf['sentiment'], 1)
andf2 = andf.groupby('Date', as_index=False)[['sentiment']].sum()
# ansdf3 = ansdf.groupby('RoundPolarity', as_index=False)[['Likes']].sum()
data = []
trace_close = go.Scatter(x=list(andf2.Date),
y=list(andf2.sentiment),
name="Close",
line=dict(color="#ff3333"))
data.append(trace_close)
figure1 = go.Figure(data)
figure1.update_layout(
title="Date-Wise Cumulative Sentiment Score Line Plot",
xaxis_title="Date",
yaxis_title="Cumulative Score",
template='plotly_dark',
plot_bgcolor='rgba(0, 0, 0, 0)')
data = []
trace_close = go.Scatter(x=list(andf.timestamp),
y=list(andf.sentiment),
mode='markers',
name="markers",
marker_color=andf['sentiment'])
data.append(trace_close)
figure2 = go.Figure(data)
figure2.update_layout(
title=
"Date-Wise Sentiment Score Scatter Plot [negative(-1) to positive(+1)]",
xaxis_title="Date",
yaxis_title="(-ve) Sentiment Score (+ve)",
template='plotly_dark',
plot_bgcolor='rgba(0, 0, 0, 0)')
data = []
trace_close = go.Box(x=list(andf.Date),
y=list(andf.sentiment),
name="Close",
line=dict(color="#ff3333"))
data.append(trace_close)
figure3 = go.Figure(data)
figure3.update_layout(
title=
"Date-Wise Sentiment Score Box Plot [negative(-1) to positive(+1)]",
xaxis_title="Date",
yaxis_title="(-ve) Sentiment Score (+ve)",
template='plotly_dark',
plot_bgcolor='rgba(0, 0, 0, 0)')
data = []
trace_close = go.Pie(labels=list(andf.roundoff), name="Close")
data.append(trace_close)
figure4 = go.Figure(data)
figure4.update_layout(title="Pie-Chart",
template='plotly_dark',
plot_bgcolor='rgba(0, 0, 0, 0)')
figure = (figure1, figure2, figure3, figure4)
return figure
def YT_graph(n_clicks, input_value):
videoid_list = search_vidid(begin_date, end_date, input_value)
ansdf = all_cmt(videoid_list)
ansdf = analyse_sentiment(ansdf, "comments")
#answt = analyse_sentimentwt(ansdf,"comments")
ansdf['Date'] = ansdf.apply(
lambda row: str(row.CommentPublishDate).split("T", 1)[0], axis=1)
ansdf['RoundPolarity'] = round(ansdf['sentiment'], 1)
ansdf2 = ansdf.groupby('Date', as_index=False)[['sentiment']].sum()
#yaha tkk toh bss dataframe creation hai jo tere paas hai
data = []
trace_close = go.Scatter(x=list(ansdf2.Date),
y=list(ansdf2.sentiment),
name="Close")
data.append(trace_close)
figure1 = go.Figure(data)
figure1.update_layout(
title="Date-Wise Cumulative Sentiment Score Line Plot",
xaxis_title="Date",
yaxis_title="Cumulative Score",
template='plotly_dark',
plot_bgcolor='rgba(0, 0, 0, 0)')
data = []
trace_close = go.Scatter(x=list(ansdf.CommentPublishDate),
y=list(ansdf.sentiment),
mode='markers',
name='markers',
marker_color=ansdf['sentiment'])
data.append(trace_close)
figure2 = go.Figure(data)
figure2.update_layout(
title=
"Date-Wise Sentiment Score Scatter Plot [negative(-1) to positive(+1)]",
xaxis_title="Date",
yaxis_title="(-ve) Sentiment Score (+ve)",
template='plotly_dark',
plot_bgcolor='rgba(0, 0, 0, 0)')
data = []
trace_close = go.Box(x=list(ansdf.Date),
y=list(ansdf.sentiment),
name="Close",
line=dict(color="#ff3333"))
data.append(trace_close)
figure3 = go.Figure(data)
figure3.update_layout(
title=
"Date-Wise Sentiment Score Box Plot [negative(-1) to positive(+1)]",
xaxis_title="Date",
yaxis_title="(-ve) Sentiment Score (+ve)",
template='plotly_dark',
plot_bgcolor='rgba(0, 0, 0, 0)')
data = []
trace_close = go.Pie(labels=list(ansdf.roundoff), name="Close")
data.append(trace_close)
figure4 = go.Figure(data)
figure4.update_layout(title="Pie-Chart",
template='plotly_dark',
plot_bgcolor='rgba(0, 0, 0, 0)')
figure = (figure1, figure2, figure3, figure4)
return figure
def REDDIT_graph(n_clicks, input_value):
input_value = pretty_txt(input_value)
df1 = top_posts(input_value)
list1 = to_id_list(df1)
comment = mine_comments(list1)
comment = analyse_sentiment(comment, "comments")
comment['Date'] = comment.apply(
lambda row: str(row.c_date).split(" ", 1)[0], axis=1)
comment2 = comment.groupby('Date', as_index=False)[['sentiment']].sum()
data = []
trace_close = go.Scatter(x=list(comment2.Date),
y=list(comment2.sentiment),
mode='lines',
name="Close",
line=dict(color="#ff3333"))
data.append(trace_close)
figure1 = go.Figure(data)
figure1.update_layout(
title="Date-Wise Cumulative Sentiment Score Line Plot",
xaxis_title="Date",
yaxis_title="Cumulative Score",
template='plotly_dark',
plot_bgcolor='rgba(0, 0, 0, 0)')
data = []
trace_close = go.Scatter(x=list(comment.c_date),
y=list(comment.sentiment),
mode='markers',
name="markers",
marker_color=comment['sentiment'])
data.append(trace_close)
figure2 = go.Figure(data)
figure2.update_layout(
title=
"Date-Wise Sentiment Score Scatter Plot [negative(-1) to positive(+1)]",
xaxis_title="Date",
yaxis_title="(-ve) Sentiment Score (+ve)",
template='plotly_dark',
plot_bgcolor='rgba(0, 0, 0, 0)')
data = []
trace_close = go.Box(x=list(comment.Date),
y=list(comment.sentiment),
name="Close",
line=dict(color="#ff3333"))
data.append(trace_close)
figure3 = go.Figure(data)
figure3.update_layout(
title=
"Date-Wise Sentiment Score Box Plot [negative(-1) to positive(+1)]",
xaxis_title="Date",
yaxis_title="(-ve) Sentiment Score (+ve)",
template='plotly_dark',
plot_bgcolor='rgba(0, 0, 0, 0)')
data = []
trace_close = go.Pie(labels=list(comment.roundoff), name="Close")
data.append(trace_close)
figure4 = go.Figure(data)
figure4.update_layout(title="Pie-Chart",
template='plotly_dark',
plot_bgcolor='rgba(0, 0, 0, 0)')
figure = (figure1, figure2, figure3, figure4)
return figure