#+ELEVENTY_COLLECTIONS: _posts
#+ELEVENTY_BASE_DIR: ~/sync/static-blog/
#+ELEVENTY_BASE_URL: https://sachachua.com
* Looking at my time data from 2012 to 2025 :quantified:time:life:
:PROPERTIES:
:CUSTOM_ID: looking-at-my-time-data-from-2012-to-2025
:EXPORT_DATE: 2025-04-30T11:17:27-0400
:EXPORT_ELEVENTY_PERMALINK: /blog/2025/04/looking-at-my-time-data-from-2012-to-2025/
:EXPORT_ELEVENTY_FILE_NAME: blog/2025/04/looking-at-my-time-data-from-2012-to-2025/
:EXPORT_MASTODON: https://social.sachachua.com/@sacha/statuses/01JT3MM6N62GFC5D7BQPTZRA2G
:END:
#+begin_assumed_audience
Assumed audience:
- [[https://mastodon.social/@tagomago/114320780639275725][@tagomago]], who was curious about what a typical weekday looked like before I became a parent, following up [[https://sachachua.com/blog/2025/04/a-typical-weekday/][on my post]]
- people who track time, especially my fellow [[https://quantifiedawesome.com][Quantified Self]] geeks
- my future self, looking back even further on time and change
This is a long post without any particularly
ground-breaking insights; more along the lines of
"water is wet" (taking care of a kid reduces free time,
to no one's surprise). I suppose not a lot of people
have 13+ years of time data to analyze, though, so
there's some coolness in that. Also, I'm a little
proud of the fact that I got the graphs to show up
nicely even under [[https://en.wikipedia.org/wiki/Eww_(web_browser)][EWW]], so they work without
Javascript. If you view this post on my blog with
Javascript enabled, there should be user-interface
niceties like being able to switch between years.
#+end_assumed_audience
#+begin_sticky-toc
#+TOC: headlines 2 local
#+end_sticky-toc
I wrote a [[https://github.com/sachac/quantified][web-based time tracker]] back in late 2011
because I was curious about how I was actually
using my time. I'd already started planning my
[[https://sachachua.com/blog/category/experiment/][5-year experiment with semi-retirement]]. I knew
that time-tracking was going to be useful for
that, especially since I figured consulting was
going to be part of it. I had been tracking my
time with Tap Log for Android, but writing my own
system allowed me to fit it to the way I wanted it
to work. 2012 was my first full year of data with
it. My time data includes a little bit of my work
at IBM, all of my experiment with semi-retirement,
and my time as a parent. Time-tracking was
something that a number of people in the
[[https://quantifiedself.com/][Quantified Self]] community were also exploring, so
I had fun bouncing ideas and visualizations off
other people. At some point, I nudged my
categories a little closer to the time use studies
I read. (Ooh, I should revisit these...)
I use a hierarchy of categories. Each time segment
can have only one category, even if I might
combine something like childcare and biking. The
hierarchy lets me report at the high level while
also letting me break things down further. I can
add a note to a segment in order to capture even
more detail, like the way that [[dotemacs:clock-in][clocking in from my
Org Mode tasks]] automatically fills in the time
tracker's note with the task name. It takes me
just a few taps to record my data most of the
time. If I need to backdate something, I can use a
couple more taps to select common time offsets
(say, around 5 minutes ago). I can also type in
some text to select an uncommon category or
specify a different offset.
The data isn't 100% perfect, of course. Sometimes
I created an entry a few minutes late or guessed
when something started. Sometimes I forgot to
track when I went to sleep or when I woke up.
Despite the occasionally messy data, it gives me a
pretty good idea of the rough categories of my
day.
For the time graphs below, each column is one day,
starting at midnight. All times are displayed in
the America/Toronto time zone, with the occasional
indent or outdent because of daylight savings
time. Legend:
#+begin_src emacs-lisp :var legend=legend :wrap export html :exports results
(format "
#+end_export
If you click on the graph images, you should be
able to get the SVG for each year, which will let
you hover over segments for more details in the
tooltips. Each SVG is about 1-4 MB, so I didn't
want to include them all inline.
Here are some overall graphs of each year, as a
sample weekday, and some notes on what was going
on in my life then.
** 2012
:PROPERTIES:
:CUSTOM_ID: looking-at-my-time-data-from-2012-to-2025-2012
:END:
#+ATTR_HTML: :data-link true :alt 2012
[[file:time-2012-trimmed.svg][file:time-2012.png]]
#+ATTR_HTML: :style width: 100%
#+NAME: day-graph
#+begin_src emacs-lisp :exports results :var day="2012-04-25"
(with-temp-file (format "weekday-%s.svg" (substring day 0 4))
(svg-print (quantified-svg-day day 'horizontal))
(buffer-string))
(format "#+ATTR_HTML: :style margin-top: 0; margin-bottom: 0\nSample weekday: %s\n#+ATTR_HTML: :style width:100%%; height: 20px\nfile:weekday-%s.svg" day (substring day 0 4))
#+end_src
#+RESULTS: day-graph
:results:
#+ATTR_HTML: :style margin-top: 0; margin-bottom: 0
Sample weekday: 2012-04-25
#+ATTR_HTML: :style width:100%; height: 20px
file:weekday-2012.svg
:end:
In February 2012, I started my experiment with
semi-retirement, shifting from working for IBM to
consulting for a couple of clients. My week was
still fairly typical, since I planned for 4-5 days
of consulting each week. I usually biked or took
the subway to the office, where I did some coding
or consulting around enterprise social computing.
I wanted to experiment with different business
models, so I also started doing some professional
sketchnoting and illustration. I guess people
liked stick figures. I did a few events here and
there, but the semi- part of my semi-retirement
was mostly consulting around enterprise social
computing, collaboration and technology adoption,
Javascript prototyping, and SQL queries.
[[https://sachachua.com/blog/2012/12/year-in-review-2012/][2012 yearly review]]
** 2013
:PROPERTIES:
:CUSTOM_ID: looking-at-my-time-data-from-2012-to-2025-2013
:END:
#+ATTR_HTML: :data-link true :alt 2013
[[file:time-2013-trimmed.svg][file:time-2013.png]]
#+CALL: day-graph(day="2013-04-26")
#+RESULTS:
:results:
#+ATTR_HTML: :style margin-top: 0; margin-bottom: 0
Sample weekday: 2013-04-26
#+ATTR_HTML: :style width:100%; height: 20px
file:weekday-2013.svg
:end:
I continued to do a lot of consulting, but I
started letting myself do some more fun stuff like
Emacs and hanging out. The offset part towards the
end of the year is when we went to the Philippines
to visit family and attend a friend's wedding.
[[https://sachachua.com/blog/2014/01/year-in-review-2013/][2013 yearly review]]
** 2014
:PROPERTIES:
:CUSTOM_ID: looking-at-my-time-data-from-2012-to-2025-2014
:END:
#+ATTR_HTML: :data-link true :alt 2014
[[file:time-2014-trimmed.svg][file:time-2014.png]]
#+CALL: day-graph(day="2014-04-21")
#+RESULTS:
:results:
#+ATTR_HTML: :style margin-top: 0; margin-bottom: 0
Sample weekday: 2014-04-21
#+ATTR_HTML: :style width:100%; height: 20px
file:weekday-2014.svg
:end:
I ratcheted consulting down further and I gave
myself permission to work on more of my own
things. I enjoyed hanging out at [[https://hacklab.to/][Hacklab.to]].
[[https://sachachua.com/blog/2015/01/2014-review/][2014 yearly review]]
** 2015
:PROPERTIES:
:CUSTOM_ID: looking-at-my-time-data-from-2012-to-2025-2015
:END:
#+ATTR_HTML: :data-link true :alt 2015
[[file:time-2015-trimmed.svg][file:time-2015.png]]
#+CALL: day-graph(day="2015-05-27")
#+RESULTS:
:results:
#+ATTR_HTML: :style margin-top: 0; margin-bottom: 0
Sample weekday: 2015-05-27
#+ATTR_HTML: :style width:100%; height: 20px
file:weekday-2015.svg
:end:
I continued to hang out at Hacklab and work
on my own stuff, with a little bit of consulting.
Towards the latter part of 2015 and the early part
of 2016, I felt quite tired because of pregnancy,
so I spent a lot more time relaxing.
[[https://sachachua.com/blog/2016/01/2015-in-review/][2015 yearly review]]
** 2016
:PROPERTIES:
:CUSTOM_ID: looking-at-my-time-data-from-2012-to-2025-2016
:END:
#+ATTR_HTML: :data-link true :alt 2016
[[file:time-2016-trimmed.svg][file:time-2016.png]]
#+CALL: day-graph(day="2016-04-21")
#+RESULTS:
:results:
#+ATTR_HTML: :style margin-top: 0; margin-bottom: 0
Sample weekday: 2016-04-21
#+ATTR_HTML: :style width:100%; height: 20px
file:weekday-2016.svg
:end:
In February, [[abbr:A+ is our daughter, who is 9 years old as of 2025][A+]] was born. Here's the
obligatory visualization of how my sleep shattered
into a million pieces and childcare took over my
days and nights. If you have ever been the primary
caregiver of an infant, you'll know what this is
like.
| Year | Sleep % | Avg hours / day |
|--------+---------+-----------------|
| 2012 | 34.6 | 8.3 |
| 2013 | 36.7 | 8.8 |
| 2014 | 36.9 | 8.9 |
| 2015 | 38.1 | 9.1 |
| *2016* | 34.9 | 8.4 |
| 2017 | 32.5 | 7.8 |
#+TBLFM: $3=$2*0.24;%.1f
... Sure didn't /feel/ like 8.4 hours a day. Not
enough continuous sleep, definitely foggy-brained.
Although to be fair, babies also sleep a lot, and
I tried to sleep during that time too.
Towards the end of the year, we took A+ to the
Philippines to see family. We tried to do the
usual short layover and that was miserable because
of sleep deprivation, so our other flights
included an overnight layover.
I decided that doing my yearly review twice a year
was a bit excessive, so I moved to doing it in
August for my birthday. This year was split
between [[https://sachachua.com/blog/2016/08/life-33-year-old/][life as a 32-year-old]] and [[https://sachachua.com/blog/2017/10/turning-34-life-as-a-33-year-old/][a 33-year-old]].
** 2017
:PROPERTIES:
:CUSTOM_ID: looking-at-my-time-data-from-2012-to-2025-2017
:END:
#+ATTR_HTML: :data-link true :alt 2017
[[file:time-2017-trimmed.svg][file:time-2017.png]]
#+CALL: day-graph(day="2017-04-25")
#+RESULTS:
:results:
#+ATTR_HTML: :style margin-top: 0; margin-bottom: 0
Sample weekday: 2017-04-25
#+ATTR_HTML: :style width:100%; height: 20px
file:weekday-2017.svg
:end:
More childcare. We often went to playgrounds,
libraries, EarlyON early childhood centres,
museums, and the Ontario Science Centre. I often
needed a nap in the evenings.
Another trip to the Philippines. The very regular
section was probably when I didn't have a reliable
way of updating my time tracker. (Yearly review
split between [[https://sachachua.com/blog/2016/08/life-33-year-old/][life as a 33-year-old]] and [[https://sachachua.com/blog/2018/08/turning-35-life-as-a-34-year-old/][a
34-year-old]])
** 2018
:PROPERTIES:
:CUSTOM_ID: looking-at-my-time-data-from-2012-to-2025-2018
:END:
#+ATTR_HTML: :data-link true :alt 2018
[[file:time-2018-trimmed.svg][file:time-2018.png]]
#+CALL: day-graph(day="2018-05-08")
#+RESULTS:
:results:
#+ATTR_HTML: :style margin-top: 0; margin-bottom: 0
Sample weekday: 2018-05-08
#+ATTR_HTML: :style width:100%; height: 20px
file:weekday-2018.svg
:end:
We went on two trips to the Philippines. My
dad died during the first one, and the second one
was to keep my mom company. (Yearly review split
between [[https://sachachua.com/blog/2018/08/turning-35-life-as-a-34-year-old/][life as a 34-year-old]] and [[https://sachachua.com/blog/2019/08/turning-36-life-as-a-35-year-old/][a 35-year-old]])
** 2019
:PROPERTIES:
:CUSTOM_ID: looking-at-my-time-data-from-2012-to-2025-2019
:END:
#+ATTR_HTML: :data-link true :alt 2019
[[file:time-2019-trimmed.svg][file:time-2019.png]]
#+CALL: day-graph(day="2019-04-25")
#+RESULTS:
:results:
#+ATTR_HTML: :style margin-top: 0; margin-bottom: 0
Sample weekday: 2019-04-25
#+ATTR_HTML: :style width:100%; height: 20px
file:weekday-2019.svg
:end:
Sometimes I paid a babysitter so I could do some
consulting, but A+ usually didn't like being away
from me, so I just didn't do that much. This year
was also our last trip to the Philippines before
COVID changed the world. (Yearly review split
between [[https://sachachua.com/blog/2019/08/turning-36-life-as-a-35-year-old/][life as a 35-year-old]] and [[https://sachachua.com/blog/2020/08/turning-37-life-as-a-36-year-old/][a 36-year-old]])
** 2020
:PROPERTIES:
:CUSTOM_ID: looking-at-my-time-data-from-2012-to-2025-2020
:END:
#+ATTR_HTML: :data-link true :alt 2020
[[file:time-2020-trimmed.svg][file:time-2020.png]]
#+CALL: day-graph(day="2020-04-28")
#+RESULTS:
:results:
#+ATTR_HTML: :style margin-top: 0; margin-bottom: 0
Sample weekday: 2020-04-28
#+ATTR_HTML: :style width:100%; height: 20px
file:weekday-2020.svg
:end:
I started staying up to try to get stuff
done. This was sometimes tricky to get right. If I
stayed up too late and then A+ woke up early, I
got cranky. I did much less consulting. The two
dark blue lines towards the later part of the year
represent EmacsConf. (Yearly review split between [[https://sachachua.com/blog/2020/08/turning-37-life-as-a-36-year-old/][life as a 36-year-old]] and [[https://sachachua.com/blog/2021/08/turning-38-life-as-a-37-year-old/][a 37-year-old]])
** 2021
:PROPERTIES:
:CUSTOM_ID: looking-at-my-time-data-from-2012-to-2025-2021
:END:
#+ATTR_HTML: :data-link true :alt 2021
[[file:time-2021-trimmed.svg][file:time-2021.png]]
#+CALL: day-graph(day="2021-04-29")
#+RESULTS:
:results:
#+ATTR_HTML: :style margin-top: 0; margin-bottom: 0
Sample weekday: 2021-04-29
#+ATTR_HTML: :style width:100%; height: 20px
file:weekday-2021.svg
:end:
Still staying up to try to have some me-time. The dark blue boxes in the second half of the year
show that I started taking a more active role in
organizing EmacsConf, mostly by coding stuff late
at night. (Yearly review split between [[https://sachachua.com/blog/2021/08/turning-38-life-as-a-37-year-old/][life as a
37-year-old]] and [[https://sachachua.com/blog/2022/08/turning-39-life-as-a-38-year-old/][a 38-year-old]])
** 2022
:PROPERTIES:
:CUSTOM_ID: looking-at-my-time-data-from-2012-to-2025-2022
:END:
#+ATTR_HTML: :data-link true :alt 2022
[[file:time-2022-trimmed.svg][file:time-2022.png]]
#+CALL: day-graph(day="2022-04-25")
#+RESULTS:
:results:
#+ATTR_HTML: :style margin-top: 0; margin-bottom: 0
Sample weekday: 2022-04-25
#+ATTR_HTML: :style width:100%; height: 20px
file:weekday-2022.svg
:end:
A+ shifted to staying up late too, so I adapted by
doing less. Trying to get her to go to bed earlier
just resulted in grumpiness and crying. (Sometimes
I was the one crying.)
I did a lot more automation for EmacsConf.
Sometimes it was because she was attending virtual
grade 1 during the daytime, and sometimes it was
because she was just chilling out watching videos
in the evening. (Yearly review split between [[https://sachachua.com/blog/2022/08/turning-39-life-as-a-38-year-old/][life
as a 38-year-old]] and [[https://sachachua.com/blog/2023/08/turning-40-life-as-a-39-year-old/][a 39-year-old]])
** 2023
:PROPERTIES:
:CUSTOM_ID: looking-at-my-time-data-from-2012-to-2025-2023
:END:
#+ATTR_HTML: :data-link true :alt 2023
[[file:time-2023-trimmed.svg][file:time-2023.png]]
#+CALL: day-graph(day="2023-04-25")
#+RESULTS:
:results:
#+ATTR_HTML: :style margin-top: 0; margin-bottom: 0
Sample weekday: 2023-04-25
#+ATTR_HTML: :style width:100%; height: 20px
file:weekday-2023.svg
:end:
A+ started grade 2. We had to wait a little while to get our
exemption from synchronous learning approved, so
we made an effort to attend school in the
beginning. We eventually got the exemption,
though. (Yearly review split between [[https://sachachua.com/blog/2023/08/turning-40-life-as-a-39-year-old/][life as a 39-year-old]] and [[https://sachachua.com/blog/2024/08/turning-41-life-as-a-40-year-old/][a 40-year-old]])
** 2024
:PROPERTIES:
:CUSTOM_ID: looking-at-my-time-data-from-2012-to-2025-2024
:END:
#+ATTR_HTML: :data-link true :alt 2024
[[file:time-2024-trimmed.svg][file:time-2024.png]]
#+CALL: day-graph(day="2024-04-25")
#+RESULTS:
:results:
#+ATTR_HTML: :style margin-top: 0; margin-bottom: 0
Sample weekday: 2024-04-25
#+ATTR_HTML: :style width:100%; height: 20px
file:weekday-2024.svg
:end:
A+ started grade 3. Our application for an
exemption from synchronous learning wasn't
approved, so A+'s schedule (and mine) tended to
follow the school schedule except for the days
when I say, hey, let's just go on an informal
field trip. I'm glad A+ decided to get on board
with waking up at around 7 AM fairly consistently
instead of sleeping in. The graph also shows the
steadiness of the pink Childcare segments during
the 11AM-12PM lunch breaks. Knowing when I'm
likely to be interrupted by an armful of kiddo
does help me use the morning and afternoon breaks
a little more efficiently, although having 1-1.5
hours to think can still feel a little short if
I'm trying to do some programming.
Part of this year was covered by my [[https://sachachua.com/blog/2024/08/turning-41-life-as-a-40-year-old/][life as a
40-year-old]] yearly review. I'll write my "life as
a 41-year-old" post in August this year.
** 2025
:PROPERTIES:
:CUSTOM_ID: looking-at-my-time-data-from-2012-to-2025-2025
:END:
#+ATTR_HTML: :data-link true :alt 2025
[[file:time-2025-trimmed.svg][file:time-2025.png]]
#+CALL: day-graph(day="2025-04-10")
#+RESULTS:
:results:
#+ATTR_HTML: :style margin-top: 0; margin-bottom: 0
Sample weekday: 2025-04-10
#+ATTR_HTML: :style width:100%; height: 20px
file:weekday-2025.svg
:end:
I started prioritizing practising piano and going
for a good long walk at some point in the day,
both of which feel very nice. I still usually
handle A+'s recess and lunch breaks, but [[abbr:W- is my husband][W-]]'s
retired now, so sometimes he handles A+'s lunch
while I do things.
** How has my time changed over the years?
:PROPERTIES:
:CUSTOM_ID: looking-at-my-time-data-from-2012-to-2025-how-has-my-time-changed-over-the-years
:END:
I usually do a quick check of my time by looking
at the category totals and percentages during my
[[https://sachachua.com/blog/category/monthly][monthly]] and [[https://sachachua.com/blog/category/yearly][yearly]] reviews, but seeing it as a
day-by-day view like this makes it easier to feel
the flow of things, including when I tend to stay
up late. ([[https://en.wikipedia.org/wiki/Bedtime_procrastination][Revenge bedtime procrastination]] strikes
again.)
Still, category totals make it easier to see
high-level changes over time. Here's a graph of
[[file:hours-per-day.csv][average hours per day per high-level category per
year]].
#+INCLUDE: hours-per-day.html export html
#+begin_export html
#+end_export
I can see that:
- childcare mostly came out of my consulting, personal, and play time
- I've managed to get back to doing more productive stuff and Emacs stuff
Here's the [[file:hours-per-day.py]] script I used to
analyze it, using Pandas to sum it up, Matplot to
graph it, and [[https://mpld3.github.io/][mpld3]] to add some Javascript
interaction so we can hover over points to get the
label and value. I wrote a little SetViewbox
plugin so that the graph could be more responsive.
** Fragmentation
:PROPERTIES:
:CUSTOM_ID: looking-at-my-time-data-from-2012-to-2025-fragmentation
:END:
My life is still fragmented, but I'm slowly
becoming more okay with this. The general advice
is, of course, to try to consolidate some focus
time, but my life doesn't work that way. Besides,
it's fragmented /because/ the kiddo likes to spend
time with me, which is wonderful.
I liked this quote from Eleanor Coppola from this [[https://murielmurch.com/2024/05/19/eleanor-coppola/][Living with Literature interview]]:[fn:eleanor-coppola:[[https://murielmurch.com/2024/05/19/eleanor-coppola/][Eleanor Copolla's interview in Living with Literature]], quoted in [[https://austinkleon.com/2018/01/23/the-best-thing-ever-written-about-work-life-balance/][The best thing ever written about “work-life balance” - Austin Kleon]], which I found via
[[https://workflowsbeforerainbows.com/posts/interruptibility-is-a-superpower][🌱 Interruptibility is a superpower - Workflows Before Rainbows]]]
#+begin_quote
The men artists I knew had a studio, and they went out to their studio, and they spent the day, and worked, and then they came back. I once read a book by Judy Chicago, who interviewed all these women artists, and they made their art on the back porch, they made it on top of the washing machine, they made it next to the kitchen sink, and they made it anywhere they could, for the hour and a half while their kid was taking a nap, and for the two hours while they were at the play group. They made it in between. It wasn’t, like, you get to make art for eight hours. You make art in 20-minute snatches, and you don’t, like, fiddle around. I know one time I went to see Francis in his working room, and he had his pencils all laid out, and his espresso there, and there was this whole little ritual of getting into yourself and into your work. There was no time [for women] for the ritual of getting into your work! You just snapped into that taking 10 minutes and making 3 lines on your drawing or whatever was possible. It wasn’t the same as the way men worked. And that’s how women got their work done.
#+end_quote
This reminds me of the reflections on
interruptibility in [[https://www.oliverburkeman.com/meditationsformortals][/Meditations for Mortals/]]
(Oliver Burkeman, 2024): yes, try to ringfence
three to four hours of your day for focused time,
but don't try to control too much of your life;
stay distractible, don't fight life, give your
full attention once your focus has already been
diverted. It also reminds me of [[https://www.goodreads.com/en/book/show/59486007-good-mom-on-paper][/Good Mom on
Paper/]] (edited by Stacey May Fowles and Jen
Sookfong Lee, 2022); there are lots of other
people who are finding their way through the "Mom!
Mom! Mom!" phase. (A+ still has a finely-tuned
attention detector. She can sense the moment I
begin to think about something and interrupt it
with "Mom, look at this!" even when W- is right
there beside her.)
A+ grows more independent every year. It's like
life is slowly easing me into this independence
too. [[https://sachachua.com/blog/2022/08/making-better-use-of-time-as-we-grow-more-independent-together/][2022]] looked different from 2025, and 2028
will be different too. I used to have 5-10 minute
snippets of time (still do). Now I occasionally
get 1-hour chunks. Eventually I'll have 3-hour
chunks again. I know from my experiment with
semi-retirement that time isn't the thing holding
me back from making a useful website or writing a
book or saving the world, so that's actually kind
of liberating. It can just be about trying things
out and seeing where I want to go with that.
** Sleep
:PROPERTIES:
:CUSTOM_ID: looking-at-my-time-data-from-2012-to-2025-sleep
:END:
One of the things I've learned is how much of my
day depends on feeling well-rested. When I've
slept well, I can parent better and I can take
advantage of little pockets of me-time better.
It's surprisingly tricky to get my sleep sorted
out. My sleep isn't as fragmented as it used to be
in the early days of parenting A+, but it's still
a little challenging. These days, I usually start
nudging A+ towards bed at 9 PM. I'm still an
integral part of her bedtime routine. Sometimes
she stays up because she wants to chat or
improvise stories, and unless I'm super tired, I
like to spend that cozy time with her. I snuggle
her until I think she's fallen asleep. Sometimes I
try to slip away too early and she sleepily asks
for more hugs, so then I snuggle her for another
ten or fifteen minutes. I try to stay awake
because whenever I fall asleep in her twin bed,
we're both a bit tired and cranky in the morning.
After A+'s finally asleep, I call my mom to check
on her. Sometimes I do a bit of reading or drawing
as my personal time.
I can remind myself not to stay up late reading
because then I'll get too little sleep and then
I'll feel tired. I can find time to read the next
day. Come to think of it, this is what I tell A+
too, and just like me, she also finds it hard to
put books down.
I could also get a bit more sleep by accepting
that A+ will probably wake up at 7:30 or so, and
set my alarm for 7:25 instead of 6:55. She usually
likes a lot of snuggles before finally waking up,
though, so starting the snuggles early in the
morning gives us more of a leisurely start to the
day.
If I go to bed at about 10 or 10:30 PM, I usually
wake up before my alarm goes off. If I move some
of my personal reading and writing to that time
(RSS, books, etc.), then I can swap out some of
the less-useful scrolling through Reddit and start
the day better.
** Other thoughts
:PROPERTIES:
:CUSTOM_ID: looking-at-my-time-data-from-2012-to-2025-overall
:END:
[[sketchFull:2025-04-29-02 Time over the years -- time life]]
#+begin_my_details Text from sketch
Time over the years
- Minutes are not all the same
- 8.4 hours of sleep, 2 hours of me-time:
- fragmented < all together
- family time: 0-18 > 18→
- How much time I have & how much time I feel I have are two different things.
- It's okay to have downtime. No sense in grumping at myself about it.
- Energy matters. Sleep is my foundation for everything else
- Time comes from somewhere. There's time for everything I really want, just not all at once. Constraints clarify choices. If I want to do more of something, I need to change something else.
- I like a small, leisurely life.
sachachua.com/2025-04-29-02
#+end_my_details
Tracking my time is surprisingly reassuring. I can
see that I have time for a few discretionary
things, and I can see the trade-offs. More time
spent doing one thing means less time spent on
another, so it makes my actual priorities clear.
In the beginning, I tended to fall back to
consulting a lot because it came with clear tasks
and the satisfaction of helping other people. I'm
happy to see that I'm becoming more comfortable
with choosing things like playing piano, going for
walks, writing, or working on personal projects,
or playing Minecraft with [[abbr:my husband][W-]] and [[abbr:our 9-year-old daughter][A+]].
W- does so much around the house, and we really
enjoy the benefits. (Mmm, fresh-baked bagels.) It
makes me want to increase my "Unpaid work" time so
that I can increase the satisfaction I feel from
helping improve the household. If I can tempt A+
along (say, cooking or gardening), then that would
be an effective way to shift that time around.
When I switch from "Personal - Routines" to
"Unpaid work - Clean the kitchen," it feels nice.
I know it'll add up.
[[https://sachachua.com/blog/2014/09/figuring-deal-sub-optimal-times/][When I don't feel particularly energetic or
focused]], I've learned to be kind to myself and
just chill out with a book or my iPad, or do some
tidying around the house. Sometimes I have a nap.
No point in grumping at myself about it. I'm
learning that I enjoy having a simple, leisurely
sort of life, without feeling like I need an
internal [[https://sachachua.com/blog/2014/01/conversation-writing-reflections-taskmasters/][taskmaster]]. When I do have an idea, I'm
fine with going with it even if there are lots of
other things on my to-do list from before. As long
as nothing urgently needs to be done, there's room
to play, and it's easier to work on stuff I'm
curious about or care about, even if it might not
be the theoretically optimal way to use that bit
of time.
** Do I want to find time for the activities I used to spend time on before?
:PROPERTIES:
:CUSTOM_ID: looking-at-my-time-data-from-2012-to-2025-do-i-want-to-find-time-for-the-activities-i-used-to-spend-time-on-before
:END:
I don't think I'll go back to my pre-parenting
socializing any time soon. I miss bumping into
interesting ideas and people at tech meetups and
[[https://hacklab.to][Hacklab]], and hosting people for tea, but it's
okay. We're still taking COVID precautions, so we
don't hang out indoors. The weather's warming up
so maybe people will be outside more. I bumped
into [[https://hyfen.net/][Andrew Louis]] at a park the other day. That
conversation reminded me that there are lots of
wonderful people who don't blog nearly as often as
I do (and even I don't write as often as I'd
like), so spending time with them (either
one-or-one or as part of larger conversations) is
the main way to find out about the cool things
they've been up to, enjoy that feeling of "I'm
glad you exist," and perhaps develop friendships
further. Someday, maybe. In the meantime, I like
[[https://emacsconf.org][EmacsConf]], I occasionally join online meetups, and
I've dusted off my feed reader and filled it with
people whom I also appreciate.
All my gaming time has shifted over to Minecraft
because that's what A+ and W- play. I like playing
with them. It's a fun way to spend time together
and explore different situations.
I probably won't take up Latin or Japanese again
for now. I enjoyed feeling my brain get the hang
of something new. At the moment, my brain seems to
want to get that from piano practice, so that's
fine.
I'd like to [[https://sachachua.com/blog/category/sewing/][sew more]]. A+ wants more skirts,
skorts, and dresses, and she doesn't often find
clothes to her liking in the stores. She likes it
when I wear a matching skirt, too. If I'm working
with stretchy fabric, that means using the serger
at home. If I'm working with wovens, I can bring
the project to the playground for something
tangible to work on while the kids play. At home,
it tends to feel like a choice between coding,
writing, cooking, tidying, or sewing, and I don't
pick sewing very often. At the park, sewing gives
me something to do while I listen to other
grown-ups chat.
I like what I've shifted my time towards: more
time outside, time with family, biking and walking
(especially awesome when we're out biking as a
family!), more gardening, more writing, more
drawing. It's okay that other things moved lower
on my list.
** How much time does it take to track and analyze time?
:PROPERTIES:
:CUSTOM_ID: looking-at-my-time-data-from-2012-to-2025-how-much-time-does-it-take-to-track-and-analyze-time
:END:
It doesn't take a lot of time to capture the data:
just a few seconds to tap into my most common
categories using my phone. I recently added some
Tasker tasks and Google Assistant routines so that
I can track common categories by voice ("Hey
Google, kitchen"), using face unlock to authorize
it in case my hands are full. I've written code to
automatically add time use tables to my weekly,
monthly, and annual reviews, so that's also
straightforward.
This particular analysis took me a couple of extra
hours spread over several days.
- I noticed some entries I wanted to clean up
(mostly when I didn't track when I slept), so
that took a little time.
- I wanted to tweak my graph visualization to make
it easier to visualize a whole year of data, so
I modified it to take up the full width instead
of a fixed width, changed the outline to a
slightly-transparent version of the category
colour, and recoloured the categories based on a
palette I picked up from somewhere. This meant I
needed to re-figure-out how to modify my
web-based tracker, as there were some gaps in my
notes.
- I wanted an Emacs Lisp way to visualize a single
day, which meant adding ~quantified-svg-day~ and other functions to [[quantified:lisp/quantified.el]].
Then I could define a named Org Babel block like this:
#+begin_src org :noweb yes
,#+NAME: day-graph
,#+begin_src emacs-lisp :exports results :var day="2012-04-25"
<>
,#+end_src
#+end_src
To call it, I can use:
#+begin_src org
,#+CALL: day-graph(day="2013-04-26")
#+end_src
Next step would be to visualize the data from a
start day to and end day, which could be useful
for weekly and monthly reviews.
- I kept wanting to add more thoughts.
I liked reviewing my data, though. Even with just
the numbers and graphs, it was a way to revisit
those quite different past selves.
This time data works together with other things. I
built myself a web-based journal as well--just
quick sentences to capture what happened, roughly
grouped into categories. That provides a more
qualitative view of my day and helps me flesh out
the memories.
** Can I share my data?
:PROPERTIES:
:CUSTOM_ID: looking-at-my-time-data-from-2012-to-2025-can-i-share-my-data
:END:
I used to leave quantifiedawesome.com more open to
the web. To my amusement, it's even been used in a
[[https://ieeexplore.ieee.org/abstract/document/9338375][machine learning research paper]], which, after much
crunching of data, concluded that I tend to take
the subway to things and then come
back.[fn:sacha-subway:J. Cüppers and J. Vreeken,
[[https://ieeexplore.ieee.org/abstract/document/9338375]["Just Wait for it... Mining Sequential Patterns
with Reliable Prediction Delays,"]] 2020 IEEE
International Conference on Data Mining (ICDM),
Sorrento, Italy, 2020, pp. 82-91, doi:
10.1109/ICDM50108.2020.00017.] Anyway, I noticed
my time tracker got a bit slower as bots started
trying to crawl through the reports, and it
occasionally crashed and needed restarting, so I
tucked it behind an IP address range restriction.
Not really sure what other people would find
interesting in my data, anyhow. =)
** Other resources
:PROPERTIES:
:CUSTOM_ID: looking-at-my-time-data-from-2012-to-2025-next-steps
:END:
If you like this sort of stuff, you might also want to check out [[https://sachachua.com/blog/category/time][my other posts about time]] or [[https://sachachua.com/topic/quantified/][Quantified Self]], or these other people's time analyses:
- [[https://www.reddit.com/r/dataisbeautiful/comments/101hvnv/oc_i_tracked_every_hour_of_my_life_for_5_years/][[OC] I tracked every hour of my life for 5 years.]] - 1.5k comments, similar visualization
- [[https://www.reddit.com/r/dataisbeautiful/comments/1i5zki7/i_tracked_every_minute_of_my_life_in_2024/][I tracked every minute of my life in 2024]] - similar visualization
- [[https://www.reddit.com/r/dataisbeautiful/comments/1i0pir0/i_tracked_every_hour_of_my_life_in_2024/][I tracked every hour of my life in 2024]] - similar visualization + category totals
- [[https://www.reddit.com/r/dataisbeautiful/comments/rv9pn2/oc_i_tracked_every_hour_of_my_life_for_2021_repost/][[OC] I tracked every hour of my life for 2021 (REPOST)]] - similar visualization + category totals
- [[https://www.reddit.com/r/dataisbeautiful/comments/18vvxdk/oc_ive_started_tracking_my_time_in_2023/][[oc] I've started tracking my time in 2023]] - Sankey diagram of categories
- [[https://www.brettkobold.com/quant-self-time/][Quantified Self – Analysis of my Time · Brett Kobold]] - location tracking, Tasker
- [[https://medium.com/@stogers/quantified-self-tracking-my-time-spent-1fdb97652595][Quantified Self: Tracking My Time Spent | by Stephanie Rogers | Medium]] - calendar, category totals
- [[http://www.markwk.com/time-tracking-guide.html][Time-tracking guide]] - RescueTime, Toggl, stacked bars, treemap
- [[https://substack.com/home/post/p-160596406][I Tracked Every Minute Of My Life For One Year, Here's What I Learned.]] - used the EARLY app, category totals
- [[https://rpubs.com/ndleah/quantified-self][RPubs - Quantified-self Report]] - group, mood
- [[https://dev.to/dragosbln/i-tracked-every-minute-of-my-time-for-the-last-4-months-here-are-7-totally-unexpected-results-2dna][I tracked every minute of my time for the last 4 months. Here are 7 totally unexpected results - DEV Community]] - used Toggl
- [[https://substack.com/home/post/p-148101294][I time tracked my life for a month - by Lane Scott Jones]] - category totals
- [[https://zapier.com/blog/time-tracking-tutorial/][Time Tracking Experiment: What I Learned After Analyzing Every Minute of My Life for 30 Days]] - category totals
- [[https://forum.quantifiedself.com/t/i-tracked-every-minute-of-my-day-for-3-years/11135][I tracked every minute of my day for 3 years - Quantified Self - Quantified Self Forum]] - Google Calendar, category totals
- [[https://forum.quantifiedself.com/t/i-track-my-entire-life/6807][I Track My Entire Life - #35 by Algorithm - QS newcomers - Quantified Self Forum]] - FileMaker Pro, 25 years, discussion of categories
If you want to start tracking your time, it might
be helpful to try it for a short period (a week, a
month, whatever) and then see what surprises you.
People can track time using all sorts of things:
pen and paper, a spreadsheet, a digital calendar,
a time-tracking app... It might take a few tries
to find something that fits the way you work, and
that's okay.
[[https://kitchingroup.cheme.cmu.edu/blog/2016/02/08/Interactive-figures-in-blog-posts-with-mpld3/][Interactive figures in blog posts with mpld3]] was also helpful for figuring out Javascript-enabled charts from Python, for which of course I totally want a smooth Org Mode workflow.
** Looking forward to the next few years
:PROPERTIES:
:CUSTOM_ID: looking-at-my-time-data-from-2012-to-2025-looking-forward
:END:
Looking forward, I expect childcare to still be a
significant portion of my day, but that's all
right. It'll wind down all too quickly, so I might
as well enjoy it while I'm here. I think I'd like
to do maybe 5-15 hours of consulting a month,
which is a few hours each week. I enjoy helping my
clients explore crazy ideas. Aside from that,
there are lots of other things I want to do with
my time, and each day feels nicely full. Now that
the weather's warming up, I'd like to become even
more comfortable with sitting on the porch with a
book or a sketch, or going for a walk with A+ to
the ice cream store, or wandering around the city
checking out playgrounds.
A+ is 9. I am more than halfway to the end of A+'s
childhood, and adolescence is around the corner. I
have only so many years in this easy stage with
W-. My paternal grandmother had dementia towards
the end of her life and my mom is dealing with
both physical and cognitive decline due to
Parkinson's. Tick tock, [[https://en.wikipedia.org/wiki/Memento_mori][memento mori]], [[https://en.wikipedia.org/wiki/Four_Thousand_Weeks:_Time_Management_for_Mortals][four
thousand weeks]] go by quickly. I'm half-past that
mark, too. But it's not a matter to feel despair
about or something that should make me try to hang
on to this moment too tightly. Keeping track of my
time doesn't mean subjecting myself to some kind
of [[https://en.wikipedia.org/wiki/Scientific_management][Tayloristic time-and-motion study]] of the sort
that dictates how many packages an Amazon
warehouse worker must process each hour, out of
the urge to wring out every last bit of
productivity possible. It's enough, I think, to
savour here and now, to laugh at the things I
worried about in the past and to accept that
future me will also look back and smile.
I wonder what the next few years could look like.
I'd like to keep tracking time as a low-effort way
to sketch out the shape of my day, to see my
[[https://en.wikipedia.org/wiki/Revealed_preference][revealed preferences]] and see if they match up with
what I value, and to appreciate how little things
add up.
#+begin_export html
#+end_export
** Data :noexport:
:PROPERTIES:
:CUSTOM_ID: data
:END:
#+NAME: legend
| A+ (childcare) | #fdcce5 | pink |
| Business - Connect | #ffee65 | yellow |
| Business / Work | #fd7f6f | red |
| Discretionary - Play | #b2e061 | green |
| Discretionary - Productive | #7eb0d5 | blue |
| Discretionary - Productive - Emacs | #648caa | dark blue |
| Discretionary - Social | #ffee65 | yellow |
| Personal | #beb9db | purple |
| Sleep | #ccc | gray |
| Unpaid work | #ffb55a | orange |
Remove the a, move the title inside the rect, add a rect behind everything
#+begin_src emacs-lisp
(cl-loop for year from 2012 to 2025
do
(with-temp-file (format "time-%d-trimmed.svg" year)
(let ((dom (car (xml-parse-file (format "time-%d.svg" year)))))
(setf (cddr dom)
(cons
(dom-node 'rect '((x . 0) (y . 0) (width . 40) (height . "100%") (fill . "white") (stroke . "none")))
(cddr dom)))
(mapcar
(lambda (o)
(let ((rect (car (dom-by-tag o 'rect))))
(dom-append-child
rect
(dom-node 'title nil (dom-attr o 'xlink:title)))
(dom-append-child dom rect)
(dom-remove-node dom o)))
(dom-by-tag dom 'a))
(svg-print dom)
(goto-char (point-min))
(while (re-search-forward "\"Arial\"" nil t)
(replace-match "Arial")
))
))
#+end_src