vd-pge
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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)