How do I create a pandas DataFrame from another object?

Have you ever needed to create a DataFrame of "dummy" data, but without reading from a file? In this video, I'll demonstrate how to create a DataFrame from a dictionary, a list, and a NumPy array. I'll also show you how to create a new Series and attach it to the DataFrame. SUBSCRIBE to learn data science with Python: https://www.youtube.com/dataschool?su... JOIN the "Data School Insiders" community and receive exclusive rewards:   / dataschool   == RESOURCES == GitHub repository for the series: https://github.com/justmarkham/pandas... "DataFrame" documentation: http://pandas.pydata.org/pandas-docs/... "Series" documentation: http://pandas.pydata.org/pandas-docs/... "set_index" documentation: http://pandas.pydata.org/pandas-docs/... "concat" documentation: http://pandas.pydata.org/pandas-docs/... "np.arange" documentation: http://docs.scipy.org/doc/numpy/refer... "np.random" documentation: http://docs.scipy.org/doc/numpy/refer... == RELATED VIDEOS == pandas index (part 1):    • What do I need to know about the pandas in...   pandas index (part 2):    • What do I need to know about the pandas in...   == LET'S CONNECT! == Newsletter: https://www.dataschool.io/subscribe/ Twitter:   / justmarkham   Facebook:   / datascienceschool   LinkedIn:   / justmarkham