add rows to dataframe pandas

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Leonie
08 Jan 2019
1df = df.append({'a':1, 'b':2}, ignore_index=True)
source
Hanna
11 Oct 2016
1df = df.append({'index1': value1, 'index2':value2,...}, ignore_index=True)
source
Veronica
26 Jan 2020
1df = pd.DataFrame({
2    'a':[1,2,3],
3    'b':[5,6,7]
4})
5
6df2 = pd.DataFrame({
7    'a':[11,12,13],
8    'b':[15,16,17]
9})
10
11df = df.append(df2, ignore_index = True )
12
13print(df)
source
Fleur
11 Jun 2017
1# append row to dataframe without index
2
3a_row = pd.Series([1, 2])
4df = pd.DataFrame([[3, 4], [5, 6]])
5
6row_df = pd.DataFrame([a_row])
7df = pd.concat([row_df, df], ignore_index=True)
8
9print(df)
10# OUTPUT
11#    0  1
12# 0  1  2
13# 1  3  4
14# 2  5  6
15
16# append row to dataframe with index
17
18a_row = pd.Series([1, 2])
19df = pd.DataFrame([[3, 4], [5, 6]], index = ["row1", "row2"])
20
21row_df = pd.DataFrame([a_row], index = ["row3"])
22df = pd.concat([row_df, df])
23
24print(df)
25# OUTPUT
26#       0  1
27# row3  1  2
28# row1  3  4
29# row2  5  6
Sara
24 Aug 2016
1import pandas as pd
2
3data = {'name': ['Somu', 'Kiku', 'Amol', 'Lini'],
4	'physics': [68, 74, 77, 78],
5	'chemistry': [84, 56, 73, 69],
6	'algebra': [78, 88, 82, 87]}
7
8	
9#create dataframe
10df_marks = pd.DataFrame(data)
11print('Original DataFrame\n------------------')
12print(df_marks)
13
14new_row = {'name':'Geo', 'physics':87, 'chemistry':92, 'algebra':97}
15#append row to the dataframe
16df_marks = df_marks.append(new_row, ignore_index=True)
17
18print('\n\nNew row added to DataFrame\n--------------------------')
19print(df_marks)
Manuel
01 Jul 2020
1# Add a new row at index k with values provided in list
2dfObj.loc['k'] = ['Smriti', 26, 'Bangalore', 'India']
3
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