Pandas Wifi: Difference between revisions
From charlesreid1
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Link: https://github.com/charlesreid1/wifi-data | Link: https://github.com/charlesreid1/wifi-data | ||
== | ==timestamp extraction== | ||
Timestamps.ipynb - ipython notebook that extracts "first time seen" and uses it as the time marker for each observation. This results in a new dataframe (to csv) that contains one item for each observation listed in a csv file. | Timestamps.ipynb - ipython notebook that extracts "first time seen" and uses it as the time marker for each observation. This results in a new dataframe (to csv) that contains one item for each observation listed in a csv file. | ||
Link: https://github.com/charlesreid1/wifi-data/blob/master/pandas/Timestamps.ipynb | Link: https://github.com/charlesreid1/wifi-data/blob/master/pandas/Timestamps.ipynb | ||
==time series== | |||
now that the time-indexed data is in pandas, we can more easily visualize it. The TimeSeriesPlots ipython notebook plots several quantities directly from the dataframe. | |||
Link: https://github.com/charlesreid1/wifi-data/blob/master/pandas/TimeSeriesPlots.ipynb | |||
Latest revision as of 04:16, 5 March 2016
all the code
The wifi-data repository on Github has all of the code for the operations described here:
Link: https://github.com/charlesreid1/wifi-data
timestamp extraction
Timestamps.ipynb - ipython notebook that extracts "first time seen" and uses it as the time marker for each observation. This results in a new dataframe (to csv) that contains one item for each observation listed in a csv file.
Link: https://github.com/charlesreid1/wifi-data/blob/master/pandas/Timestamps.ipynb
time series
now that the time-indexed data is in pandas, we can more easily visualize it. The TimeSeriesPlots ipython notebook plots several quantities directly from the dataframe.
Link: https://github.com/charlesreid1/wifi-data/blob/master/pandas/TimeSeriesPlots.ipynb