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Here we look at the seasonality of the series, and whether there are any patterns that can be deduced from it. (This is in contrast to #50 where we looked at the whole dataset.) An example:
![image…
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### Is your feature request related to a problem? Please describe.
Amazon, as a leading e-commerce platform, handles an enormous volume of sales data across a wide range of product categories. Extrac…
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We have seasonal effects in SARIMAX, but not in the original ARMA, #247
other alternatives
- use deterministic seasonality through exog.
- other tsa models like exponential smoothing versions, .... …
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- [x] Find ranges of all feature
- [x] Find all features missing values
- [x] Add temporal data for time
- [x] Trend analysis,
- [x] Seasonality analysis,
- [x] Cyclicity Analysis,
- [x] Auto…
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When trying to run the example script I get the following error:
INFO:matplotlib.font_manager:font search path ['/opt/conda/lib/python3.6/site-packages/matplotlib/mpl-data/fonts/ttf', '/opt/conda/l…
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This analysis is similar to #63, but here we use a more complex ARIMA model.
![image](https://user-images.githubusercontent.com/4161918/95064956-b3086b80-0700-11eb-8ab7-3b770a52ce23.png)
Some ex…
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* In the first section, `query` is not defined. The first parameter in the two calls to `read.socrata` should be `q1` and `q2` respectively.
* In the seasonality analysis, the "visits" dataframe is…
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Currently, `cfr` only uses pyleoclim for spectral analysis. However, the `ProxyRecord` class is basically [GeoSeries](https://pyleoclim-util.readthedocs.io/en/latest/core/api.html#geoseries-pyleoclim-…
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The existing MMM can be improved with variance decomposition framework, r2d2m2, which is plug and play into the existing code
```python
r2 = pm.Beta("r2", mu=0.8, sigma=0.5*0.8)
total_sigma = pm.…
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ADD NOTE THAT PAGE IS UNDERDEVELOPMENT
EOVs significance of trend lines? Seasonality?
Port Hacking - Physical EOVs vs Physical
anomaly - what is the reference period
Long term monitoring - Phy…