Convert CSV to JSON using python pandas

Question

Till now I can come up with this only:

filename = "newsample2.csv"
jsonFileName = "myjson2.json"

import pandas as pd
df = pd.read_csv ('newsample2.csv')

df.to_json ('myjson2.json', indent=4, orient='recod')

CSV File: https://drive.google.com/file/d/19u8M0wFrUq8E9um3l6sw0UZeQZRWTxNb/view?usp=sharing

Sample JSON (I need json in this format only) https://drive.google.com/file/d/1UXCi5u_ywmhst_vW3s1Z2HdjO_auFDZz/view?usp=sharing

Answer 1

Here is what you need to do.

• Read the csv file using pandas.

csv_data = pd.read_csv('newsample.csv') final_dic_json = {"ReelStripsDefinition":[]}

• Initialize lists to store temporary data. For example,

base_strip = []

• Iterate over each column in DataFrame, and store data in lists created in last step.

• Create a dictionary like this (I have used the keys as in json file you provided): base_strip1_dic = {"base_strip1": { "Enabled": true, "Stops": []}}

• Similarly you will create other dictionaries.

• Finally final_dic_json["ReelStripsDefinition"] = base_strip1_dic final_dic_json.append(base_strip2_dic) and so on.