Knowledge base – Python

knowledge base python

With this Python knowledge base I am aiming to give you the best most concise pill of Python tech skills you need to master.

Python – A Powerful Tool for Data Analysis

Python is one of the most commonly used tools in data analysis, combining versatility and ease of use. In this section, you will find most important functions from Pandas and NumPy, which enable data processing, statistical analysis, and visualization. If you’re thinking about advanced data analysis, Python is a must-learn tool!

Pandas

  • pandas.read_csv()
  • pandas.read_excel()
  • pandas.read_sql()
  • pandas.read_json()
  • pandas.DataFrame()
  • pandas.Series()
  • pandas.concat()
  • pandas.merge()
  • pandas.join()
  • pandas.pivot_table()
  • pandas.melt()
  • pandas.crosstab()
  • pandas.pivot()
  • pandas.get_dummies()
  • pandas.cut()
  • pandas.qcut()
  • pandas.value_counts()
  • pandas.unique()
  • pandas.nunique()
  • pandas.drop_duplicates()
  • pandas.dropna()
  • pandas.fillna()
  • pandas.replace()
  • pandas.astype()
  • pandas.to_datetime()
  • pandas.to_numeric()
  • pandas.isna()
  • pandas.notna()
  • pandas.groupby()
  • pandas.agg()
  • pandas.apply()
  • pandas.map()
  • pandas.transform()
  • pandas.filter()
  • pandas.sort_values()
  • pandas.sort_index()
  • pandas.sample()
  • pandas.iterrows()
  • pandas.itertuples()
  • pandas.describe()
  • pandas.info()
  • pandas.memory_usage()
  • pandas.corr()
  • pandas.cov()
  • pandas.cumsum()
  • pandas.cumprod()
  • pandas.diff()
  • pandas.shift()
  • pandas.rolling()
  • pandas.expanding()
  • pandas.resample()
  • pandas.interpolate()
  • pandas.nsmallest()
  • pandas.nlargest()
  • pandas.query()
  • pandas.eval()
  • pandas.assign()
  • pandas.rename()
  • pandas.set_index()
  • pandas.reset_index()
  • pandas.T (transpose)
  • pandas.duplicated()
  • pandas.idxmax()
  • pandas.idxmin()
  • pandas.merge_asof()
  • pandas.merge_ordered()
  • pandas.to_csv()
  • pandas.to_excel()
  • pandas.to_sql()
  • pandas.to_json()

    • Numpy

  • numpy.array()
  • numpy.zeros()
  • numpy.ones()
  • numpy.full()
  • numpy.eye()
  • numpy.linspace()
  • numpy.arange()
  • numpy.meshgrid()
  • numpy.reshape()
  • numpy.ravel()
  • numpy.flatten()
  • numpy.vstack()
  • numpy.hstack()
  • numpy.dstack()
  • numpy.split()
  • numpy.concatenate()
  • numpy.hsplit()
  • numpy.vsplit()
  • numpy.where()
  • numpy.select()
  • numpy.take()
  • numpy.put()
  • numpy.argmax()
  • numpy.argmin()
  • numpy.argsort()
  • numpy.sort()
  • numpy.unique()
  • numpy.cumsum()
  • numpy.cumprod()
  • numpy.dot()

    • Check other stuff 👇