Python - Convert dict of list to Pandas dataframe Last Updated : 28 Nov, 2021 Comments Improve Suggest changes Like Article Like Report In this article, we will discuss how to convert a dictionary of lists to a pandas dataframe. Method 1: Using DataFrame.from_dict() We will use the from_dict method. This method will construct DataFrame from dict of array-like or dicts. Syntax: pandas.DataFrame.from_dict(dictionary) where dictionary is the input dictionary Example: Program to take student dictionary as input and display subjects data then store in pandas dataframe Python3 # import pandas module import pandas as pd # create a dictionary for three subjects with list # of three subjects for each student data = { 'manoj': ["java", "php", "python"], 'tripura': ["bigdata", "c/cpp", "R"], 'uma': ["js/css/html", "ruby", "IOT"] } # convert to dataframe using from_dict method pd.DataFrame.from_dict(data) Output: Suppose if we want to get the dataframe with keys as row names then we have to use the orient parameter Syntax: pd.DataFrame.from_dict(data,orient='index') Example: Python3 # import pandas module import pandas as pd # create a dictionary for three subjects with list # of three subjects for each student data = { 'manoj': ["java", "php", "python"], 'tripura': ["bigdata", "c/cpp", "R"], 'uma': ["js/css/html", "ruby", "IOT"] } # convert to dataframe using from_dict method # with orient pd.DataFrame.from_dict(data, orient='index') Output: Method 2: Using pd.Series() Here we are using Series data structure inside the dataframe method by using the items() method Syntax: pd.DataFrame({ key: pd.Series(val) for key, val in dictionary.items() }) where dictionary.items() is the method to get items from the dictionarypd.Series(val) will get series of values from the items() method Example: Python3 # import pandas module import pandas as pd # create a dictionary for three subjects with list # of three subjects for each student data = { 'manoj': ["java", "php", "python"], 'tripura': ["bigdata", "c/cpp", "R"], 'uma': ["js/css/html", "ruby", "IOT"] } # convert to dataframe using series with items() method pd.DataFrame({key: pd.Series(val) for key, val in data.items()}) Output: Comment More infoAdvertise with us Next Article Python - Convert dict of list to Pandas dataframe M manojkumarreddymallidi Follow Improve Article Tags : Python Python-pandas Python pandas-dataFrame Practice Tags : python Similar Reads How to convert pandas DataFrame into JSON in Python? 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