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Showing posts with the label Time Series

Recurrence Plot In Python

I am trying to clusterize paterns in time series as I ask in How to clustering syllable types with … Read more Recurrence Plot In Python

Extract Business Days In Time Series Using Python/pandas

I am working with high frequency data in Time Series and I would like to get all the business days … Read more Extract Business Days In Time Series Using Python/pandas

Plotting A Time Series?

I'm really new to using python as a data analysis tool, and it's my first time ever dealing… Read more Plotting A Time Series?

Compute A Compounded Return Series In Python

Greetings all, I have two series of data: daily raw stock price returns (positive or negative float… Read more Compute A Compounded Return Series In Python

Error When Checking Target: Expected Dense_2 To Have 2 Dimensions, But Got Array With Shape (1, 1226, 2)

Here is the code that I am trying to run: y = Df[['label']] y_train = np.column_stack((y_… Read more Error When Checking Target: Expected Dense_2 To Have 2 Dimensions, But Got Array With Shape (1, 1226, 2)

How To Calculate The Steepness Of A Trend In Python

I am using the regression slope as follows to calculate the steepness (slope) of the trend. Scenari… Read more How To Calculate The Steepness Of A Trend In Python

Selecting Data Between Specific Hours In A Pandas Dataframe

My Pandas Dataframe frame looks something like this 1. 2013-10-09 09:00:05 2. 2013-10-09 09:05:00… Read more Selecting Data Between Specific Hours In A Pandas Dataframe

How To Transform A Time Series Pandas Dataframe Using The Index Attributes?

Given a dataframe with time series that looks like this: Close 2015-02-20 14:… Read more How To Transform A Time Series Pandas Dataframe Using The Index Attributes?

How Can I Delete Whole Day Rows On Condition Column Values.. Pandas

i have below times series data frames i wanna delete rows on condtion (check everyday) : check aaa&… Read more How Can I Delete Whole Day Rows On Condition Column Values.. Pandas

Selecting Pandas Dataframe Records For Many Years Based On Month & Day Range

I've got some daily data in a Pandas DataFrame and it has a nice index. Something like this: im… Read more Selecting Pandas Dataframe Records For Many Years Based On Month & Day Range

Groupby And Resample Timeseries So Date Ranges Are Consistent

I have a dataframe which is basically several timeseries stacked on top of one another. Each time s… Read more Groupby And Resample Timeseries So Date Ranges Are Consistent

How To Use Pandas Series To Plot Two Time Series Of Different Lengths/starting Dates?

I am plotting several pandas series objects of 'total events per week'. The data in the ser… Read more How To Use Pandas Series To Plot Two Time Series Of Different Lengths/starting Dates?

Python Pandas Parse Date Without Delimiters 'time Data '060116' Does Not Match Format '%dd%mm%yy' (match)'

I am trying to parse a date column that looks like the one below, date 061116 061216 061316 061416 … Read more Python Pandas Parse Date Without Delimiters 'time Data '060116' Does Not Match Format '%dd%mm%yy' (match)'

How To Ignore Nan In Rolling Average Calculation In Python

For a time series sales forecasting task I want to create a feature that represents the average sal… Read more How To Ignore Nan In Rolling Average Calculation In Python

Python: Generate Random Time Series Data With Trends (e.g. Cyclical, Exponentially Decaying Etc)

I am trying to generate some random time series with trends like cyclical (e.g. sales), exponential… Read more Python: Generate Random Time Series Data With Trends (e.g. Cyclical, Exponentially Decaying Etc)

Adding,subtracting Datetime.time Columns Pandas

I have following dataframe flight_departure arrival_at_desination boarding total_flight_time … Read more Adding,subtracting Datetime.time Columns Pandas

How Can I Count A Resampled Multi-indexed Dataframe In Pandas

I found this description of how to resample a multi-index: Resampling Within a Pandas MultiIndex Ho… Read more How Can I Count A Resampled Multi-indexed Dataframe In Pandas

Forecasting Future Occurrences With Random Forest

I'm currently exploring the use of Random Forests to predict future values of occurrences (my A… Read more Forecasting Future Occurrences With Random Forest

Creating A TimeseriesGenerator With Multiple Inputs

I'm trying to train an LSTM model on daily fundamental and price data from ~4000 stocks, due to… Read more Creating A TimeseriesGenerator With Multiple Inputs

How Do I Get This JSON Time Series Data Into A Pandas Dataframe?

I have time series data from an API I'd like to get in to a python pandas dataframe. How would … Read more How Do I Get This JSON Time Series Data Into A Pandas Dataframe?