Collectives™ on Stack Overflow
Find centralized, trusted content and collaborate around the technologies you use most.
Learn more about Collectives
Teams
Q&A for work
Connect and share knowledge within a single location that is structured and easy to search.
Learn more about Teams
Ask Question
I have created my data source with ds and y format and am still receiving error as above...please see below code
import pandas as pd
import numpy as np
import pystan
from fbprophet import Prophet
import matplotlib.pyplot as plt
plt.style.use("fivethirtyeight")
df = pd.read_csv(r'C:\Users\sussmanbl\Desktop\fb prophet ar historical2.csv')
df['ds'] = pd.to_datetime(df['ds'])
print(df.head())
df.dtypes
plt.figure(figsize=(12,8))
plt.plot(df.set_index('ds'))
plt.legend(['AR'])
m1 = Prophet(weekly_seasonality=True)
m1 = Prophet(daily_seasonality=True)
m1.fit(df)
future = m1.make_future_dataframe(periods=90)
future.tail().T
forecast = m1.predict(future)
forecast[['ds', 'yhat', 'yhat_lower', 'yhat_upper']].tail()
fig1 = m1.plot(forecast)
fig2 = m1.plot_components(forecast)
runfile('C:/Users/sussmanbl/Desktop/Modelling/FB Prophet AR Historical.py',
wdir='C:/Users/sussmanbl/Desktop/Modelling')
Reloaded modules: stanfit4anon_model_ad32c37d592cdbc572cbc332ac6d2ee2_4431954053790800620
0 2017-01-03 10
1 2017-01-04 39
2 2017-01-05 19
3 2017-01-06 12
4 2017-01-09 11
Error:
Traceback (most recent call last):
File "", line 1, in
runfile('C:/Users/sussmanbl/Desktop/Modelling/FB Prophet AR Historical.py',
wdir='C:/Users/sussmanbl/Desktop/Modelling')
File "C:\Users\sussmanbl.conda\envs\stan_env\lib\site-
packages\spyder_kernels\customize\spydercustomize.py", line 827, in runfile
execfile(filename, namespace)
File "C:\Users\sussmanbl.conda\envs\stan_env\lib\site-
packages\spyder_kernels\customize\spydercustomize.py", line 110, in execfile
exec(compile(f.read(), filename, 'exec'), namespace)
File "C:/Users/sussmanbl/Desktop/Modelling/FB Prophet AR Historical.py", line 17, in
m1.fit(df)
File "C:\Users\sussmanbl.conda\envs\stan_env\lib\site-packages\fbprophet\forecaster.py", line
1082, in fit
'Dataframe must have columns "ds" and "y" with the dates and '
ValueError: Dataframe must have columns "ds" and "y" with the dates and values respectively.
df.dtypes
Out[46]:
ds datetime64[ns]
y int64
dtype: object
i have formatted the source data to be in ds and y format. the dates are in proper format as are the values. im not sure what the code or the source data is missing that is causing the value error to come up
Thanks for contributing an answer to Stack Overflow!
- Please be sure to answer the question. Provide details and share your research!
But avoid …
- Asking for help, clarification, or responding to other answers.
- Making statements based on opinion; back them up with references or personal experience.
To learn more, see our tips on writing great answers.