Can't use prophet for forecasting ( Dataframe has less than 2 non-NaN rows)
0
My notebook in kaggle
Please focus on the block near the bottom of my notebook. I can't do a forecast with an error message "ValueError: Dataframe has less than 2 non-NaN rows."
What Can I do to resolve it ???
tic = time.time()
for s in proph_results['shop_id'].unique():
for i in proph_results['item_id'].unique():
proph_train = train.loc[(train['shop_id'] == s) & (train['item_id'] == i)].reset_index()
proph_train.rename(columns={'date': 'ds', 'item_cnt_day': 'y'}, inplace=True)
m = Prophet()
m.fit(proph_train[['ds', 'y']])
future = m.make_future_dataframe(periods=len(test_old.index.unique()), include_history=False)
fcst = m.predict(future)
proph_results.loc[(proph_results['shop_id'] == s) & (proph_results['item_id'] == i), 'sales'] = fcst['yhat'].values
toc = time.time()
if i % 10 == 0:
print("Completed store {} item {}. Cumulative time: {:.1f}s".format(s, i, toc-tic))
python facebook-prophet
asked Oct 10 '18 at 9:52
Jeffery WongJeffery Wong
12
add a comment |
0
My notebook in kaggle
Please focus on the block near the bottom of my notebook. I can't do a forecast with an error message "ValueError: Dataframe has less than 2 non-NaN rows."
What Can I do to resolve it ???
tic = time.time()
for s in proph_results['shop_id'].unique():
for i in proph_results['item_id'].unique():
proph_train = train.loc[(train['shop_id'] == s) & (train['item_id'] == i)].reset_index()
proph_train.rename(columns={'date': 'ds', 'item_cnt_day': 'y'}, inplace=True)
m = Prophet()
m.fit(proph_train[['ds', 'y']])
future = m.make_future_dataframe(periods=len(test_old.index.unique()), include_history=False)
fcst = m.predict(future)
proph_results.loc[(proph_results['shop_id'] == s) & (proph_results['item_id'] == i), 'sales'] = fcst['yhat'].values
toc = time.time()
if i % 10 == 0:
print("Completed store {} item {}. Cumulative time: {:.1f}s".format(s, i, toc-tic))
python facebook-prophet
asked Oct 10 '18 at 9:52
Jeffery WongJeffery Wong
12
add a comment |
0
0
0
My notebook in kaggle
Please focus on the block near the bottom of my notebook. I can't do a forecast with an error message "ValueError: Dataframe has less than 2 non-NaN rows."
What Can I do to resolve it ???
tic = time.time()
for s in proph_results['shop_id'].unique():
for i in proph_results['item_id'].unique():
proph_train = train.loc[(train['shop_id'] == s) & (train['item_id'] == i)].reset_index()
proph_train.rename(columns={'date': 'ds', 'item_cnt_day': 'y'}, inplace=True)
m = Prophet()
m.fit(proph_train[['ds', 'y']])
future = m.make_future_dataframe(periods=len(test_old.index.unique()), include_history=False)
fcst = m.predict(future)
proph_results.loc[(proph_results['shop_id'] == s) & (proph_results['item_id'] == i), 'sales'] = fcst['yhat'].values
toc = time.time()
if i % 10 == 0:
print("Completed store {} item {}. Cumulative time: {:.1f}s".format(s, i, toc-tic))
python facebook-prophet
asked Oct 10 '18 at 9:52
Jeffery WongJeffery Wong
12
My notebook in kaggle
Please focus on the block near the bottom of my notebook. I can't do a forecast with an error message "ValueError: Dataframe has less than 2 non-NaN rows."
What Can I do to resolve it ???
tic = time.time()
for s in proph_results['shop_id'].unique():
for i in proph_results['item_id'].unique():
proph_train = train.loc[(train['shop_id'] == s) & (train['item_id'] == i)].reset_index()
proph_train.rename(columns={'date': 'ds', 'item_cnt_day': 'y'}, inplace=True)
m = Prophet()
m.fit(proph_train[['ds', 'y']])
future = m.make_future_dataframe(periods=len(test_old.index.unique()), include_history=False)
fcst = m.predict(future)
proph_results.loc[(proph_results['shop_id'] == s) & (proph_results['item_id'] == i), 'sales'] = fcst['yhat'].values
toc = time.time()
if i % 10 == 0:
print("Completed store {} item {}. Cumulative time: {:.1f}s".format(s, i, toc-tic))
python facebook-prophet
python facebook-prophet
asked Oct 10 '18 at 9:52
Jeffery WongJeffery Wong
12
asked Oct 10 '18 at 9:52
Jeffery WongJeffery Wong
12
asked Oct 10 '18 at 9:52
Jeffery WongJeffery Wong
12
asked Oct 10 '18 at 9:52
Jeffery WongJeffery Wong
12
asked Oct 10 '18 at 9:52
Jeffery WongJeffery Wong
12
12
add a comment |
add a comment |
0
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