For example, I have DataFrame now as
id score1 score2 score3 score4 score5
1 0.000000 0.108659 0.000000 0.078597 1
2 0.053238 0.308253 0.286353 0.446433 1
3 0.000000 0.083979 0.808983 0.233052 1
I want to convert it as
id scoreDict
1 {'1': 0, '2': 0.1086, ...}
2 {...}
3 {...}
Anyway to do that?
import pandas as pd
# your df
# =========================
print(df)
id score1 score2 score3 score4 score5
0 1 0.0000 0.1087 0.0000 0.0786 1
1 2 0.0532 0.3083 0.2864 0.4464 1
2 3 0.0000 0.0840 0.8090 0.2331 1
# to_dict
# =========================
df.to_dict(orient='records')
Out[318]:
[{'id': 1.0,
'score1': 0.0,
'score2': 0.10865899999999999,
'score3': 0.0,
'score4': 0.078597,
'score5': 1.0},
{'id': 2.0,
'score1': 0.053238000000000001,
'score2': 0.308253,
'score3': 0.28635300000000002,
'score4': 0.44643299999999997,
'score5': 1.0},
{'id': 3.0,
'score1': 0.0,
'score2': 0.083978999999999998,
'score3': 0.80898300000000001,
'score4': 0.23305200000000001,
'score5': 1.0}]
Collected from the Internet
Please contact [email protected] to delete if infringement.
Comments