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jpdiazpardo commited on
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b8a333c
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Files changed (5) hide show
  1. functions/charts.py +34 -0
  2. functions/dictionaries.py +36 -0
  3. functions/icon.py +22 -0
  4. functions/timestamp.py +18 -0
  5. functions/youtube.py +13 -0
functions/charts.py ADDED
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+ import plotly.graph_objects as go
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+
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+ def add_emoji(emotions_list):
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+ for s in range(len(emotions_list)):
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+ if emotions_list[s]=="surprise": emotions_list[s]="surprise 😲"
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+ elif emotions_list[s]=="joy": emotions_list[s]="joy 😀"
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+ elif emotions_list[s]=="anger": emotions_list[s]="anger 🤬"
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+ elif emotions_list[s]=="neutral": emotions_list[s]="neutral 😐"
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+ elif emotions_list[s]=="disgust": emotions_list[s]="disgust 🤢"
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+ elif emotions_list[s]=="fear": emotions_list[s]="fear 😨"
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+ elif emotions_list[s]=="sadness": emotions_list[s]="sadness 😭"
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+ else: print(s)
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+
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+ return emotions_list
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+
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+
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+ def spider_chart(dictionary):
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+
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+ fig = go.Figure(data=go.Scatterpolar(
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+ r=[round(v*100,2) for v in dictionary.values()],
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+ theta= add_emoji([k for k in dictionary.keys()]),
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+ fill='toself'))
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+
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+ fig.update_layout(
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+ polar=dict(
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+ radialaxis=dict(
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+ visible=True
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+ ),
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+ ),
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+ showlegend=False,
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+ width = 400, height = 400,
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+ title = "Audio Sentiment Analysis", title_x=0.5)
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+
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+ return fig
functions/dictionaries.py ADDED
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+ def transform_dict(list_dic):
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+ '''Takes a list of dictionaries and converts the values inside the 'label' key
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+ into a new key and assigns the values of the 'score' key into the new values of the new dictionary.
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+ returns: dictionary'''
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+
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+ new_dicts = {}
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+ for original_dict in list_dic:
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+ key = original_dict['label']
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+ value = original_dict['score']
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+ new_dicts[key] = value
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+
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+ return new_dicts
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+
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+
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+ def calculate_average(list_of_dicts):
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+ '''Calculates the average value across all keys from a list of dictionaries'''
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+ sum_dict = {}
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+ count_dict = {}
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+
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+ # Step 1 and 2
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+ for dictionary in list_of_dicts:
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+ for key, value in dictionary.items():
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+ if key in sum_dict:
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+ sum_dict[key] += value
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+ count_dict[key] += 1
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+ else:
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+ sum_dict[key] = value
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+ count_dict[key] = 1
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+
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+ average_dict = {}
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+
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+ # Step 5
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+ for key in sum_dict:
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+ average_dict[key] = sum_dict[key] / count_dict[key]
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+
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+ return average_dict
functions/icon.py ADDED
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+ def generate_icon(icon):
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+ if icon == 'linkedin':
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+ unicodigo = '<i style="font-size:24px" class="fa">&#xf08c;</i>'
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+
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+ elif icon=="github":
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+ unicodigo = '<i style="font-size:24px" class="fa">&#xf09b;</i>'
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+
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+ else:
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+ None
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+
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+ html = ("<html>"
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+ '<head>'
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+ "<title>Font Awesome Icons</title>"
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+ '<meta name="viewport" content="width=device-width, initial-scale=1">'
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+ '<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/4.7.0/css/font-awesome.min.css">'
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+ "</head>"
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+ "<body>"
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+ f"{unicodigo}"
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+ "</body>"
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+ "</html>")
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+
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+ return html
functions/timestamp.py ADDED
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+ def format_timestamp(seconds: float, always_include_hours: bool = False, decimal_marker: str = "."):
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+ if seconds is not None:
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+ milliseconds = round(seconds * 1000.0)
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+
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+ hours = milliseconds // 3_600_000
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+ milliseconds -= hours * 3_600_000
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+
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+ minutes = milliseconds // 60_000
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+ milliseconds -= minutes * 60_000
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+
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+ seconds = milliseconds // 1_000
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+ milliseconds -= seconds * 1_000
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+
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+ hours_marker = f"{hours:02d}:" if always_include_hours or hours > 0 else ""
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+ return f"{hours_marker}{minutes:02d}:{seconds:02d}{decimal_marker}{milliseconds:03d}"
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+ else:
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+ # we have a malformed timestamp so just return it as is
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+ return seconds
functions/youtube.py ADDED
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+ from urllib.parse import parse_qs, urlparse
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+
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+ def get_youtube_video_id(url):
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+ # Parse the URL using urlparse
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+ parsed_url = urlparse(url)
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+
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+ # Extract the 'v' parameter from the query string
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+ video_id = parse_qs(parsed_url.query).get('v')
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+
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+ if video_id:
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+ return video_id[0]
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+ else:
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+ return None