def __init__(self, df: pd.DataFrame):
super().__init__("creator_tweet_csr_matrix")
assert df.columns.shape[
0] == 2, "The dataframe must have exactly two columns"
assert 'mapped_feature_creator_id' in df.columns, "The dataframe must have mapped_feature_creator_id column"
assert 'mapped_feature_tweet_id' in df.columns, "The dataframe must have mapped_feature_tweet_id column"
self.df = df
self.max_user_id = get_max_user_id()
self.max_tweet_id = get_max_tweet_id()
def __init__(self, df: pd.DataFrame):
super().__init__("urm_csr_matrix")
assert df.columns.shape[
0] == 3, "The dataframe must have exactly three columns"
assert 'mapped_feature_engager_id' in df.columns, "The dataframe must have mapped_feature_engager_id column"
assert 'mapped_feature_tweet_id' in df.columns, "The dataframe must have mapped_feature_tweet_id column"
assert 'engagement' in df.columns, "The dataframe must have engagement column"
self.df = df
self.max_user_id = get_max_user_id()
self.max_tweet_id = get_max_tweet_id()
def __init__(self):
super().__init__("tweet_link_csr_matrix")
self.max_tweet_id = get_max_tweet_id()
def __init__(self, threshold=5):
super().__init__(f"tweet_hashtags_threshold_{threshold}_csr_matrix")
self.max_tweet_id = get_max_tweet_id()
self.threshold = threshold
def __init__(self):
super().__init__("tweet_hashtags_csr_matrix")
self.max_tweet_id = get_max_tweet_id()