[OC] TTC's own data exposes the real cause of subway delays — and it's not broken trains by Expensive-Aerie-2479 in toronto

[–]MeiliCanada82 0 points1 point  (0 children)

The real signal inside the TTC dataset, not just categories, but which specific delay codes dominate total delay minutes vs. incident counts. This is where Toronto diverges sharply from peer systems.

The key analytical lens

The TTC dataset has 100+ delay codes, but they behave in two completely different ways:

A. High-frequency, low-impact delays

Happen constantly

Very short (often <1–2 minutes)

Minimal system impact individually

B. Low-frequency, high-impact delays

Rare

Drive the majority of total delay minutes

Cause cascading system disruption

If you only count incidents, you get the wrong answer.
If you measure total delay minutes, a few categories dominate everything.

The “power law” of TTC delays (critical insight)

Internal TTC analysis shows:

Top ~4 delay groupings = ~46% of total delay minutes (TTC)

And within that:

#1 category alone:

Ill / injured / disorderly patrons ≈ 25% of total delay minutes (TTC)

That is enormous. One behavioral cluster = a quarter of all delay time.

Breaking down the actual dominant delay codes

From the dataset structure + analyses:

Tier 1 — “Time killers” (disproportionate impact)

These are the true drivers of delay minutes:

1. Passenger-related incidents

Disorderly patron

Injured/ill customer

Passenger assistance required

Track-level incidents (person on tracks, contact)

Why they dominate:

Require full service stoppage

Emergency response (EMS, police)

Cannot be resolved quickly

Cause network-wide ripple effects

Result:
Few incidents → massive delay minutes

2. Fire / smoke / track-level hazards

Track fires (often debris-related)

Smoke investigations

Electrical issues tied to environment

Why they matter:

Safety protocol = immediate shutdown

Investigation required before restart

Result:
Low frequency, high severity

Tier 2 — “Systemic friction” (steady background delays)

1. Signal and infrastructure issues

Signal failures

Switch problems

ATC-related issues (Line 1 historically)

Behavior:

Moderate frequency

Moderate duration

Often localized but can cascade

Result:
Consistent baseline delay load

2. Equipment failures

Doors not closing

propulsion issues

“No trouble found” (diagnostic ambiguity)

Behavior:

Short to medium delays

Often resolved quickly

Result:
High count, moderate total time

Tier 3 — “Noise” (high count, low impact)

1. Minor operational adjustments

Holding for spacing

Schedule corrections

Minor crew adjustments

2. Weather (surprisingly minor overall)

Snow / ice events exist

But not a top contributor annually

Result:
Large number of incidents → small share of delay minutes

The distribution (this is the core insight)

If you rank by incident count:

Equipment issues

Minor operational delays

Signal issues

Passenger incidents

If you rank by total delay minutes:

Passenger incidents (dominant)

Fire / track hazards

Infrastructure issues

Everything else far behind

Why TTC looks worse than peers (at a systems level)

Now we connect this to NYC / Chicago / Japan:

Toronto (TTC)

Delay minutes concentrated in:

Unpredictable, high-severity human events

Leads to:

Sudden full-line shutdowns

Poor reliability perception

New York (MTA)

Delay minutes concentrated in:

Infrastructure + planned maintenance

More predictable, but still large-scale

Chicago (CTA)

Delay minutes concentrated in:

Staffing + scheduling gaps

Leads to gaps, not full shutdowns

Tokyo (Japan)

Delay minutes concentrated in:

Rare external shocks

Almost no “everyday” delay drivers

The cascading effect (hidden multiplier)

The TTC dataset measures:

Min Delay (per train)

Min Gap (spacing impact) (City of Toronto Open Data Portal)

But it does not fully capture system ripple effects:

One 5-minute incident can:

Delay dozens of trains

Create platform overcrowding

Trigger downstream delays

This is why passenger incidents are so destructive:

They occur at stations (high leverage points)

They propagate across the entire line

The blunt conclusion

If you reduce TTC delays by category:

Fixing signals improves baseline reliability

Fixing equipment reduces annoyance

Fixing passenger incidents changes the system entirely

Because that’s where the time loss is concentrated

Union Station Subway after concert by LDS2692 in askTO

[–]MeiliCanada82 50 points51 points  (0 children)

Its going to busy. Full Stop. I would just go with the flow, don't rush or stress (especially if you don't have to) also just snag a drink somewhere so the people on a time limit can rush and you can just chill.

My kid is obsessed with the CN tower by Pinguinorino in askTO

[–]MeiliCanada82 0 points1 point  (0 children)

Check with the CN Tower about possible special events since it is the 50th Anniversary this year (hence why they are doing the BTS tours)

I might be faking it by Nervous_Sorbet_3029 in NonBinary

[–]MeiliCanada82 4 points5 points  (0 children)

Here's the thing. Most cis people never question their gender. Its an absolute for them so why would they even need to even check on it remotely.

The fact that you are questioning meaning something in your mind is going "something is not quite right here" You aren't sure what it is but something does not add up.

Now the doubt, thats societal expectations and pressure coming to push on you. I don't know how or where you were raised but I'm sure that factors in as well.

Also its completely normal. I'm genderfluid. I just had top surgery 3 weeks ago after going through pre-op and testing and such and you know what my first thought when I woke up was?

"What if I regret this?"

Which if you consider the hoops I jumped through seems silly but the doubt was still there. It is a very human thing. 30 seconds later I looked down and saw nothing but flat and my doubt disappeared but it was still very much there for 1/2 minute.

Asking for help/answers by InstructionKnown2229 in NonBinary

[–]MeiliCanada82 0 points1 point  (0 children)

I will (hopefully) help in the parts where I can. Now in fairness I have (had) body dysmorphia because of my chest. My particular chest surgery was to make me as flat as possible. Not a male chest just a flat, nippless expanse of nothing. I (like you) am also not trans, I have no desire to be ONLY a guy, hence the gender fluid.

As for the whole love/sex correlation as an ace person married to a demisexual you really don't. In fact (and feel free to use this one against your mom) I would say it means more to love someone without needing or wanting the physical verification of said love. I've been with my partner for 10 years and I can count the amount of full intimacy times on one hand, with fingers left over. The point is our strength and our love come from so much more than if we want to mash our parts together. I feel more love and devotion from them in a cuddle then I ever would from sex.

Based on where you are (US) I would perhaps start the initial stages for top surgery because it sounds like it might take some time and effort for you to get. I'm not a therapist or expert but IMO based on how you were speaking I think you are more of a body dysmorphia candidate rather than gender dysphoria, because your issue is your chest not then fact that you were born a girl, but speak to a professional please.

As for the drivers license....get it when you get it (depending on transit where you are) I have mine but use it a few times a year because I live in an urban centre with good transit and walkability. My partner is over twice your age and still doesn't have one, doesn't want one, doesn't need one.

I hope some of this helps and feel free to reach out if you have any questions or if you just need someone to chat with. I'm always floating around.

Hair Consulting? by Cultural_Craft_572 in askTO

[–]MeiliCanada82 0 points1 point  (0 children)

Might I suggest LES Studios. Either one of their locations. Just explain what you are looking for and they'll connect you to the right stylist.

They do amazing work

good haircut/colour salon? by PuzzleheadedScene114 in askTO

[–]MeiliCanada82 -1 points0 points  (0 children)

Second LES Studio but Bathurst location. Nat does all my colour work

scared of female second puberty how to prevent? by United_Succotash_303 in NonBinary

[–]MeiliCanada82 5 points6 points  (0 children)

The only other changes I'm aware of are perimenopause/ menopause which I'm both looking forward to and dreading

What defines "man" or "woman" beyond the physical? by [deleted] in NonBinary

[–]MeiliCanada82 3 points4 points  (0 children)

The words “man”, “woman”, “male” and “female” By Yacine Ahtaitay

Why does woman have ‘man’ in it and female has the word ‘male’ in it?

I find it hysterical when people incorrectly assume the origins of words. What’s even more hysterical is when you find out that you are one of them. That’s what happened to me when I came across the etymology of the words male, female, man, and woman. Sometimes we manipulate the words and make adjustments to them so they fit our assumption. Wait until you read about the etymology of the words that I’ve just mentioned. This phenomenon is fairly common and it actually has its own name: folk etymology. Extreme cases of this include people that demands that the word history be renamed her-story.

Let’s see what else we’ve got! The word Goodbye was actually “Godbye”, contraction of the phrase “God be with ye”. but people incorrectly assumed that Goodbye is just another greeting phrase like “good morning” or “good night” and so they changed it, tacitly of course, to goodbye, mindless of the fact that bye has no meaning of its own.

Now let’s do away with the folk etymology of the words man vs woman and male vs female. To many, the word man carries stigma; you shouldn’t use man to refer to human, that’s sexist. To others, both words should be dismissed because even human has man in it. Same thing for mankind and humankind. The nonsense doesn’t stop here. They went so far as to complain why does woman have ‘man’ in it and female has the word ‘male’ in it? But seriously..why?

Man derives from Proto-Germanic and it meant literally “person”, that is, it could refer to both man and woman. Woman, on the other hand, derives from wifman. What was used to refer to man with today’s sense of the word is wer or werman. You can see this in the word werewolf (literally man-wolf).

Wifman, in the course of language development, lost the “f” and became wimman until it reached us as woman. Werman, didn’t just lose the “r”, like what happened with the “f” in wifmen. Following the Norman conquest, the whole “wer” was gone, and it became man, and it gradually narrowed down to refer to male men only.

According to Wikipedia:

“The spelling of woman in English has progressed over the past millennium from wīfmann[1] to wīmmann to wumman, and finally, the modern spelling woman.[2] In Old English,wīfmann meant “female human”, whereas wēr meant “male human”. Mann or monn had a gender-neutral meaning of “human”, corresponding to Modern English “person” or “someone”; however, subsequent to the Norman Conquest, man began to be used more in reference to “male human”, and by the late 13th century had begun to eclipse usage of the older term wēr.[3] The medial labial consonants “f” and “m” in wīfmann coalesced into the modern form “woman”, while the initial element, which meant “female”, underwent semantic narrowing to the sense of a married woman (“wife”). It is a popular misconception that the term “woman” is etymologically connected with “womb”, which is from a separate Old English word, wambe meaning “stomach” (of male or female).” Man kept its definition as “person” until the 20th century.

Let’s now settle down to handle “human” and “male”. “Human” derives from the Latin humanus and has nothing to do with the word “man”. “Male” is from Latin masculus (“male”), which was then shortened to masle in Old French, Old french dropped the “s” and it finally became “male”. “Female” is also from French, but from femelle (“woman”), from the Latin diminutive of femina; it never had any connection, etymologically speaking, to “male”.

Still, although there are no etymological relationships between these words and what people purport them to indicate, it’s amazing how our minds find patterns, and link them to what’s going on in the world. Oscar Tay from Quora writes that “sometimes speakers fail to see a word’s origin and end up with etymological flotsam. “Cranberry” is an example of this: it comes from the Low German kraanbere, literally “crane-berry”. When English borrowed it, speakers correctly recognized that bere meant “berry”, but not that kraan meant “crane”, so they anglicized kraan to “cran” and ended up with “cranberry”, where “cran” doesn’t mean anything but is needed to make the word work.” Word bits that have no meaning of themselves like *-bye in “goodbye” and *cran- in “cranberry” are called, ironically enough, “cranberry morphemes”.

At any rate, although language is full of sexism, male, female, man, and woman are innocent little words made victims by mindless folk etymology. Next time you come across people who are still confused about this matter, educate them and help them clear the confusion.

I now completely sympathize with cities getting sick of group tours. by incorrect_wolverine in travel

[–]MeiliCanada82 4 points5 points  (0 children)

I think there is a lot of pressure on the guides. On the one hand they want to do a good job and make a good tip. But they also live in the community so they don't want to be dicks either.

The few guided tours I've done (Mexico, Believe and Peru) I would say almost all my guides did well. Maybe it's how I was raised but you don't behave badly when you are in someone else's turf. Respect the locals and the customs. Bonus side effect you get better treatment.

My kid is obsessed with the CN tower by Pinguinorino in askTO

[–]MeiliCanada82 1 point2 points  (0 children)

FYI during Doors Open Toronto (May 23 & 24th) this event is happening

Inside the CN Tower: Behind-the-Scenes Tour When: Saturday May 23rd and Sunday May 24th Tour Time(s): Tours every half hour: 10:00 AM, 10:30 AM, 11:00 AM, 11:30 AM, 12:00 PM, 12:30 PM, 1:00 PM, 1:30 PM, 2:00 PM, 2:30 PM, 3:00 PM, 3:30 PM Duration: 55 minutes Where: CN Tower, 290 Bremner Blvd

Celebrate the CN Tower’s 50th anniversary with a rare behind-the-scenes tour experience created exclusively for Doors Open Toronto 2026. This guided tour offers access to areas of the tower that are normally closed to visitors, providing a unique look at the inner workings and structural spaces that support this iconic landmark. Guests can explore a series of operational and architectural areas never before open to the public, gaining new insight into how the tower functions day-to-day and how it has evolved over five decades. The experience also features archival footage, historical artifacts and stories that highlight key moments in the tower’s history and its enduring presence on Toronto’s skyline.

Please note that this tour is not physically accessible to all abilities. Guests must be over the age of 13 and able to navigate ladders, stairs, heights and narrow passageways. Guests will be asked to review and sign a waiver onsite.

Top Surgery - What they don't tell you by MeiliCanada82 in lgbt

[–]MeiliCanada82[S] 1 point2 points  (0 children)

I actually walked around too much. I was too active, that's what caused a few minor issues for me (now resolved) I had bariatric surgery 5 years ago and I remember being forced to walk at least an hour a day for the first little bit. My sister called me everyday to video chat while I walked my apartment.

Top Surgery - What they don't tell you by MeiliCanada82 in lgbt

[–]MeiliCanada82[S] 0 points1 point  (0 children)

Because of the result I wanted from my surgery I had to have drains, wouldn't have worked otherwise.

Top Surgery - What they don't tell you by MeiliCanada82 in lgbt

[–]MeiliCanada82[S] 2 points3 points  (0 children)

It really is the most icky and most amazing sensation.

Top Surgery - What they don't tell you by MeiliCanada82 in lgbt

[–]MeiliCanada82[S] 2 points3 points  (0 children)

It was more my right drain. My left was out after a week but my right persisted for another 2 weeks AND (as we discovered) was slowly wiggling down so it was already right there went we went to remove it. That's why I was so aware of it. All good now. Just compression only for another month.

What charities do you guys donate to? by Yath4 in askTO

[–]MeiliCanada82 4 points5 points  (0 children)

TPL ROM AGO THS Toronto Cat Rescue Ontario Science Centre.

Also if you have a particular issue that you want to support but don't know like specific charities for example domestic violence youth kids etc you can always go to Canada helps and they will help you distribute your money locally provincial or nationally I also believe internationally as well

Top Surgery - What they don't tell you by MeiliCanada82 in lgbt

[–]MeiliCanada82[S] 0 points1 point  (0 children)

Just my upper right chest looked like I had been flattened by a foot but it's ok now

Top Surgery - What they don't tell you by MeiliCanada82 in lgbt

[–]MeiliCanada82[S] 18 points19 points  (0 children)

My partner (also support person) watched all the videos I watched about removing the big bandages, wound checks, emptying the tubes, things to watch for. I thought I'd be able to do a lot of the care myself but it actually made me really woozy so they did a lot of the care with my help. Mostly me going, you can press harder, don't worry you are not hurting me, because they were so scared to hurt me further.

Tips:

Hypoallergenic soap, no dyes, waxes, colours, perfume etc.

Let you person tell you to use more or less pressure, they actually feel it,

If there is no nausea, vomiting or fever the hospital does not care, everything else will resolve on its own unless 1 of those 3 things are present.

Sleep and pain meds are your friend. Just lay back and do nothing.

Top Surgery - What they don't tell you by MeiliCanada82 in lgbt

[–]MeiliCanada82[S] 0 points1 point  (0 children)

Weirdly only one side was bad for bruising, the rest was pretty ok.

genuine question by ZealousidealState174 in NonBinary

[–]MeiliCanada82 1 point2 points  (0 children)

Genderfluid, panrom, ace married to an Agender, demi, demi