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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "Lady this is not your …" 133 comments · Page 5 of 6
To the lady crying …I so feel for you, I understand…I don’t have cable also …..I make less than you do a month……but thank goodness you don’t have children because that’s about a $600 a …
To the lady crying …I so feel for you, I understand…I don’t have cable also …..I make less than you do a month……but thank goodness you don’t have children because that’s about a $600 a month cost of ur lucky
Identity Attack0.0076955543
Insult0.035443626
Profanity0.016957775
Threat0.006912862
Severe Toxicity0.0024795532
Low Tox 0.11305673 Constructive 0.636
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
My advice to the lady who makes 2700 a month, she wants advice. Well everyone i know is upset all the same. Everyone is struggling. I strongly advise to research your enemy. The politicians who …
My advice to the lady who makes 2700 a month, she wants advice. Well everyone i know is upset all the same. Everyone is struggling. I strongly advise to research your enemy. The politicians who perpetuated this and the people who refuse to recognize the dsmage and support until they selfishly only change due to direct impact on them. I advise to secure peace and tranquility you must prepare for war
Identity Attack0.007954539
Insult0.026831545
Profanity0.018324144
Threat0.047835086
Severe Toxicity0.0034332275
Low Tox 0.112850055 Constructive 0.774
Aug 29, 2025 Why Canadians Are Turning Against …
Hi from Indiana. I’m not familiar with life in Canada and I’m shocked to watch what is going on right now in your video. Maybe it’s not too late if your government can figure out …
Hi from Indiana. I’m not familiar with life in Canada and I’m shocked to watch what is going on right now in your video. Maybe it’s not too late if your government can figure out to modify some of the immigration laws that will give back the power, the benefit, and advantage to a natural born Canadian. 800 thousand foreigners coming in in the last three months? What’s with that? That’s so shocking. Looks like a legalized invasion/occupation. I’m like you, I was a legal immigrant from Asia in the late 70s retired now and love my great state of Indiana. My family has been here for almost 50 years fully acculturated to the values and culture of American life with my husband and two grown boys. This is my adopted beloved country now. I am everything that it is about. I still know how to speak my birth language only when I go home for vacation. I don’t use it even to speak to a fellow Asian when I see that an English speaking native born American is within ear’s reach. That young lady might be dead with brain tumor before she gets her MRI. That’s unacceptable. Here you go to the ER and if you need an MRI you get admitted and most like have it the next day. Or Y
Identity Attack0.06294931
Insult0.035443626
Profanity0.01982715
Threat0.0074436385
Severe Toxicity0.0029945374
Low Tox 0.11192002 Constructive 0.824
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
The lady in the middle is smart beyond her years. Well said.
The lady in the middle is smart beyond her years. Well said.
Identity Attack0.009545447
Insult0.05203446
Profanity0.014874061
Threat0.0062396824
Severe Toxicity0.0014209747
Low Tox 0.103928015 Moderate Con 0.44 Meta_Commentary
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
I like the Indian-Canadian lady, she understands balance, she isn't a bigot and she is fair.
I like the Indian-Canadian lady, she understands balance, she isn't a bigot and she is fair.
Identity Attack0.034816213
Insult0.03588435
Profanity0.02071529
Threat0.0062267366
Severe Toxicity0.0016784668
Low Tox 0.09394901 Constructive 0.63
Dec 31, 2025 Inside Canada's Indian Metropolis (Brampton)
Lady at 5:00 speaking factsss!!! they are taking away our identity!
Lady at 5:00 speaking factsss!!! they are taking away our identity!
Identity Attack0.006178642
Insult0.025155678
Profanity0.015830519
Threat0.007961469
Severe Toxicity0.0018596649
Low Tox 0.08241652 Moderate Con 0.46 Identity_Assertion
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Who is this lady
Who is this lady
Identity Attack0.01666154
Insult0.025155678
Profanity0.026454043
Threat0.008181547
Severe Toxicity0.00289917
Low Tox 0.075294 Moderate Con 0.407
Oct 3, 2025 IRCC Names India in Study …
green shirt lady
green shirt lady
Identity Attack0.02037963
Insult0.02618698
Profanity0.040158957
Threat0.008375733
Severe Toxicity0.003967285
Low Tox 0.069754265 Moderate Con 0.435 Meta_Commentary
Feb 8, 2026 Inside Canada's Indian Metropolis (Brampton)
I'm pretty much exactly where that lady in the car is at. Enough to make rent, pay my monthly cell phone bill, and internet, but the rest? Not enough for food, no emergency funds if …
I'm pretty much exactly where that lady in the car is at. Enough to make rent, pay my monthly cell phone bill, and internet, but the rest? Not enough for food, no emergency funds if something breaks or needs replacing, etc. Can't even save and put money away. I sat down and balanced my budget, looking at what I could keep or toss. Figured out what to do for cheapening food costs as much as I could (without doing food bank), and the most I can afford for rent is $700 a month. That's basically a room in someone's house. That's it. As an Adult, I'm disgusted it's come to this. But what angers me MOST of all, is the Landlord's I gotta argue with. Surrey, BC used to be the cheap end of Vancouver. The welfare type housing, and low-income area. Then we had this huge book of Middle Eastern people come flying in at top speed, steam roll the community and make it theirs. They bought up all the cheap housing, ripped it down even though it was not that bad of a house, then built these custom 5-6 room mini mansions. The standards for the area skyrocketed, and the cost of their mortgage is likely also sky high because of what they built... So what do they do? Rent the rooms, force people 2 to a room with no privacy, and if you WANT a private room? Nearly $1000. Oh... And let's not forget the discrimination issues. If you're not going to temple or Gudwara, forget it. If you aren't pure vegetarian, forget it. And because all the other renters are "brown" and under 30yrs old, Adults are considered unwelcome. If you have a disability and don't work, you're automatically labelled a drug user (which isn't always truth). Even if you offer proof of income, and resources or phone numbers to call, they won't bother. Too much work. This sh*t needs to stop. I look in other cities near by, and it's happening in ALL OF THEM. I cant even relocate to get away from this crap. I'm done. I have no car to live out of, so that's not an option. I'm not a drug user, never will be but and all the shelters are now "low barrier". Screw that. So now what? Go back to work with a broken lower back?? Desk job search when I should be recovering and resting? Like, the suggestions are welcome, but be realistic. I'm in constant pain on heavy duty drugs to get by right now. No spouce. No parents or friends to leech off of. I feel utterly abandoned by our government.
Identity Attack0.004180758
Insult0.029714199
Profanity0.024951037
Threat0.006763986
Severe Toxicity0.0019836426
Low Tox 0.06579731 Constructive 0.775 Personal_Narrative
Aug 25, 2025 10 likes Why Canadians Are Turning Against …
From what I heard coming from other source .Also when I see them at food banks taking home more than $150.00 in groceries from just 1 food bank they goto 9 amonth .their cell phones …
From what I heard coming from other source .Also when I see them at food banks taking home more than $150.00 in groceries from just 1 food bank they goto 9 amonth .their cell phones are top of the line .Clothes and shoes brand name only .Gold jewllery ladys purses $300.00 and up .And they all have cars from 40 thousand and up . One place i never see them is value village .How do they do iit ?I had 2 kids and on welfare a few years back and I had a hard time trying to get some things that we badly needed and could not afford and things were a lot cheaper .The most I ever spent at no frills been on assistance was $75.00 for the whole month .6 years ago and no cell phone gold. or cars .So how these people do it ?oh and by the way I go ti no frills once a week .Those same refugees are there every thursday spending $500.00. on goceries and none of them work .Some time neighbours talk and thats how things are know .Our government is a big lier .We the tax payers are paying for all of these Once a refugee of this country one canot be sent back or deported so if this refugee never finds a job you the tax payer and I will pay for his or her assistance and maybe for a life time .like in the case of gypsies refugees they are all on assistance go to all the food banks rob the community of their belongins their cars items from stores donations in front of churches and stores they dress the best also spend hundreds of dollars on food they shop for clothes at the mall and we the tax payer brake our backs 6 days a week 10 hours a day like me and I cant afford even half of what these people can .So even if they become criminals we have to support them .Some refugee law and rights should be changed to ensure that tax payers are not been taking advantage of .
Identity Attack0.00932346
Insult0.027841117
Profanity0.025907494
Threat0.006647474
Severe Toxicity0.0019931793
Low Tox 0.063423134 Constructive 0.726
Jun 16, 2018 3 likes How much do refugees and …
The lady whose family immigrated to Canada 50 years ago: how do you have an accent?
The lady whose family immigrated to Canada 50 years ago: how do you have an accent?
Identity Attack0.013948337
Insult0.024768941
Profanity0.011253181
Threat0.0059128017
Severe Toxicity0.0012683868
Low Tox 0.063027434 Moderate Con 0.368 Humor_Satire
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
OMG that lady's story scares me. My father had Cancer. They told him 9 months. He had to cross the border and pay out of pocket. We didn't want to take a chance with his …
OMG that lady's story scares me. My father had Cancer. They told him 9 months. He had to cross the border and pay out of pocket. We didn't want to take a chance with his life🙏
Identity Attack0.007473567
Insult0.017227544
Profanity0.024267852
Threat0.008556974
Severe Toxicity0.0023460388
Low Tox 0.06065326 Constructive 0.71 Personal_Narrative
Aug 25, 2025 3 likes Why Canadians Are Turning Against …
lady at 5 min to 6 mins is right
lady at 5 min to 6 mins is right
Identity Attack0.01139534
Insult0.016936934
Profanity0.029050145
Threat0.010783645
Severe Toxicity0.00333786
Low Tox 0.059974585 Moderate Con 0.346
Oct 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Is there ANY question these ladies can answer?
Is there ANY question these ladies can answer?
Identity Attack0.01656105
Insult0.021159383
Profanity0.016001316
Threat0.0067316215
Severe Toxicity0.0016307831
Low Tox 0.05898502 Low Con 0.187
Oct 1, 2025 IRCC Names India in Study …
And the liberals want to give them better health care than real Canadians. This is 11 years of liberal government in action ladies and gentlemen.
And the liberals want to give them better health care than real Canadians. This is 11 years of liberal government in action ladies and gentlemen.
Identity Attack0.02439919
Insult0.023995465
Profanity0.010587076
Threat0.0062914654
Severe Toxicity0.0013637543
Low Tox 0.055026773 Low Con 0.191 Policy_Critique
Feb 25, 2026 Canadian immigration officers investigating hundreds …
The lady in green is the ones we want .the ones who've been here 50 years and up .the new ones gotta go man .
The lady in green is the ones we want .the ones who've been here 50 years and up .the new ones gotta go man .
Identity Attack0.014048826
Insult0.019741343
Profanity0.014225035
Threat0.008919456
Severe Toxicity0.0020885468
Low Tox 0.051068526 Moderate Con 0.472
Nov 15, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Its not as bad! I just feel really sorry for the young lady who said she has to wait 13 months for an MRI. She could be unalived in 13 months. 😢
Its not as bad! I just feel really sorry for the young lady who said she has to wait 13 months for an MRI. She could be unalived in 13 months. 😢
Identity Attack0.0034777985
Insult0.0142009165
Profanity0.013849284
Threat0.016465442
Severe Toxicity0.0020694733
Low Tox 0.050078966 Constructive 0.676
Sep 21, 2025 1 likes Why Canadians Are Turning Against …
Well said by the lady in the green shirt.
Well said by the lady in the green shirt.
Identity Attack0.010063417
Insult0.022706337
Profanity0.013336895
Threat0.0068028234
Severe Toxicity0.001373291
Low Tox 0.0466155 Moderate Con 0.486
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
This gentleman told the truth. You're not to change the culture, you're to become part of it. All cultures have things that are good, wven great. To learn those great things from other cultures is …
This gentleman told the truth. You're not to change the culture, you're to become part of it. All cultures have things that are good, wven great. To learn those great things from other cultures is ok. But this lady speaks the truth.
Identity Attack0.013244915
Insult0.020256994
Profanity0.012585391
Threat0.006272047
Severe Toxicity0.0011110306
Low Tox 0.0438942 Constructive 0.738 Moral_Argument
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
You should have heard what that Canadian lady said
You should have heard what that Canadian lady said
Identity Attack0.0233943
Insult0.014504919
Profanity0.012551232
Threat0.0076637166
Severe Toxicity0.0013923645
Low Tox 0.0414203 Moderate Con 0.409 Meta_Commentary
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
i’m a farm worker in rural bc who works with indian ladies, i ❤️ them so much. just lovely. my mechanic is a sihk, one of my favorite people ever. indian people helped build bc …
i’m a farm worker in rural bc who works with indian ladies, i ❤️ them so much. just lovely. my mechanic is a sihk, one of my favorite people ever. indian people helped build bc in the last century and continue to do so, their culture is equal to western culture, i don’t worry that they are here one bit, but immigration from anywhere has to be balanced and fair.
Identity Attack0.029917859
Insult0.012148905
Profanity0.019348921
Threat0.007922632
Severe Toxicity0.0019741058
Low Tox 0.036634352 Constructive 0.722
Sep 29, 2025 43 likes Inside Canada's Indian Metropolis (Brampton)
Thank you for creating this video. It expressed how I feel. The lady explained it best. We're all just tired .
Thank you for creating this video. It expressed how I feel. The lady explained it best. We're all just tired .
Identity Attack0.008176526
Insult0.012186904
Profanity0.024814399
Threat0.011689849
Severe Toxicity0.00289917
Low Tox 0.034513097 Constructive 0.645
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Canada needs more MPs like this Lady. She is competent + genuinely concerned for the mess + taking concrete measures in her power/actions and not mere lip service or condemnation
Canada needs more MPs like this Lady. She is competent + genuinely concerned for the mess + taking concrete measures in her power/actions and not mere lip service or condemnation
Identity Attack0.004680229
Insult0.019354604
Profanity0.012551232
Threat0.006259101
Severe Toxicity0.00088214874
Low Tox 0.033334624 Constructive 0.542
Sep 30, 2025 3 likes IRCC Names India in Study …
1:30 from the USA, i feel you lady.
1:30 from the USA, i feel you lady.
Identity Attack0.007880543
Insult0.011236899
Profanity0.019075647
Threat0.008945347
Severe Toxicity0.0018119812
Low Tox 0.030388435 Constructive 0.525
Jan 27, 2026 Inside Canada's Indian Invasion...
Green lady described it so well
Green lady described it so well
Identity Attack0.007917541
Insult0.012376905
Profanity0.016821137
Threat0.007301235
Severe Toxicity0.0015354156
Low Tox 0.027442247 Moderate Con 0.449
Nov 5, 2025 21 likes Inside Canada's Indian Metropolis (Brampton)

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.