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Analyzing PG&E data with VisiData

PG&E CSVs come with 5 rows of metadata followed by Type, Date, Start Time, End Time, Usage, Units, Cost, Notes columns. Delete the five rows of metadata in a text editor, or use tail to remove them like so:

  tail +6 pge_electric_interval_data.csv | vd -f csv -

Then prepare your PG&E data like so:

Key Meaning
- Hide columns TYPE, END TIME, UNITS and NOTES
C Go to column mode and…
t Select the DATE and START TIME columns
& Make a new column that merges them
q, - Quit the Column mode, hide DATE and START TIME columns
O Go to options mode and…
e Set disp_date_fmt to %Y-%m-%d %H:%M
q Quit options mode.
@!, %, $ Set DATE_START_TIME to date format and important, USAGE to float, COST to currency
= Add a column, enter COST/USAGE, (Make it float with %)
^ Rename COST/USAGE to kWh rate
. or g. Select columns to graph them. Notice rate changes. Notice times of high use.
+, - Navigate with hjkl, zoom in and out (more)
vd-pge.1628575073.txt.gz · Last modified: 2023/04/12 20:44 (external edit)