Skip to content
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

click to expand

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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "Why do they say we …" 1,368 comments · Page 39 of 55
When they arrived here they say they had been scammed, they already know how things work there, but the main reason was to come here and then bring their family.
When they arrived here they say they had been scammed, they already know how things work there, but the main reason was to come here and then bring their family.
Identity Attack0.017264472
Insult0.06459839
Profanity0.04892669
Threat0.008841781
Severe Toxicity0.0031280518
Low Tox 0.15545623 Moderate Con 0.424 Unverified_Claim
Oct 2, 2025 1 likes IRCC Names India in Study …
7:07 “You said it I didn’t say it” 😭😭😭💀
7:07 “You said it I didn’t say it” 😭😭😭💀
Identity Attack0.007214582
Insult0.023608726
Profanity0.08549073
Threat0.009644418
Severe Toxicity0.0074768066
Low Tox 0.15490346 Moderate Con 0.351 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Immigration is their bread and butter. Of course he will say there are not enough immigrants.
Immigration is their bread and butter. Of course he will say there are not enough immigrants.
Identity Attack0.10699738
Insult0.029714199
Profanity0.015079016
Threat0.0073918556
Severe Toxicity0.0031471252
Low Tox 0.15490346 Low Con 0.227 Policy_Critique
Jan 21, 2026 Why Canada’s immigration system has …
Is this guy the same people were saying that his mother has a OF account 😅
Is this guy the same people were saying that his mother has a OF account 😅
Identity Attack0.010507392
Insult0.04852104
Profanity0.052934792
Threat0.0069387536
Severe Toxicity0.0044441223
Low Tox 0.15490346 Low Con 0.253 Question
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
I was born in brampton, lived in cbridge then to b.c.! I will never go back! Heres a fun fact tho, the government opened the flood gate to immigration, red taped housing, started a catch …
I was born in brampton, lived in cbridge then to b.c.! I will never go back! Heres a fun fact tho, the government opened the flood gate to immigration, red taped housing, started a catch and release program for repeat offenders, even violent ones! And made drugs decriminalised! From what I heard, there was commercials and panphlets all over differnt countries saying come to canada for a better life, its great here! Many came and because of the housing shortage due to the red tape, people were sleeping on the street in front of the government offices! Its also colder then many people that have never experienced could even imagine! Then there starting from the bottom! A chip on there shoulder thinking the gov owes them and do whatever you can to get payed! Hence why there were so many car, jewlery store, liqure store thiefts and break & enters! The cops were literally telling people to keep there car keys near the door so the thiefs can take them with no altercation! I blame turdo and sean fraser! Fun fact, sean fraser was the immagration minister then got cabnet shuffled to housing minister during turdos terms, idk what he is now but i think hes still in cabnet. I try not to be racist but this failed experiment and just plain bad math/out of touch with reality cabinet ministers are litterally making people racist! Its too many, too fast, when there manipulating the housing market by red taping it so much nobody can get a shovel in the ground! The stupidity of the gov is insane! I dont like the convervatives either as they will just swing the pendulem so far the other way too fast, i.e. cut everything! Including when they were hurting single mothers on welfare and persons with disibilities, we need somthing new, maybe a.i. or the upcomming future party, idk but this crap is wak!
Identity Attack0.053854458
Insult0.0670459
Profanity0.023311393
Threat0.011042561
Severe Toxicity0.0046157837
Low Tox 0.15490346 Constructive 0.646 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I can confidently says that its not a race problem. Its the country where they from. I live in a multi racial country where indian are one of the 3 major races. They seem to …
I can confidently says that its not a race problem. Its the country where they from. I live in a multi racial country where indian are one of the 3 major races. They seem to behave differently, in a very good way, from their mainland siblings.
Identity Attack0.17614605
Insult0.028061481
Profanity0.037904397
Threat0.0078449575
Severe Toxicity0.005340576
Low Tox 0.15490346 Constructive 0.73 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
My friend had a crazy incident a year ago. When due to very strict rules, he lost his pgwp and became visitor status. He had to use hospital services and he called them and asked …
My friend had a crazy incident a year ago. When due to very strict rules, he lost his pgwp and became visitor status. He had to use hospital services and he called them and asked them why the bill was so high. He was given remarks on the phone by a lady that “Oh we citizens pay taxes and thats how healthcare is usually free”. I mean he was here from last 6 years and was called that like he did not pay taxes. Idk why being rude to person without knowing what thier status was before. I think people are really fed up with anyone who says they are either visior, on pgwp or TFW in general. Sorry to say but, no one should just burst on others and say oh I paid taxes or its free for citizens only.
Identity Attack0.009101473
Insult0.07333439
Profanity0.08096472
Threat0.008013252
Severe Toxicity0.003604889
Low Tox 0.15435068 Constructive 0.794 Personal_Narrative
Aug 24, 2025 5 likes Why Canadians Are Turning Against …
Good video but just have to say something. The Yellow Flags outside of the Sikh Temple are not Khalistani Flags. They are just a more traditional flag of the Sikhs from the 17th and 18th …
Good video but just have to say something. The Yellow Flags outside of the Sikh Temple are not Khalistani Flags. They are just a more traditional flag of the Sikhs from the 17th and 18th Century. They do have a striking resemblance to the Khalistan Flag, but are not the same. A Sword/Punch Dagger to uphold righteousness, and a cauldron to feed the hungry. Unfortunately, many Sikhs you talk to whose families have not been here for more than two generations will not be very versed in anything other than Khalistan, yet alone what their religion, or symbols means.
Identity Attack0.116281845
Insult0.04442204
Profanity0.042413518
Threat0.03235042
Severe Toxicity0.0077056885
Low Tox 0.15435068 Constructive 0.754 Meta_Commentary
Feb 6, 2026 Inside Canada's Indian Invasion...
Because they are not trying to fit in to our society and they are causing problems for the neighbors. They receive more than born Canadians and are given jobs here over Canadians. In my apartment …
Because they are not trying to fit in to our society and they are causing problems for the neighbors. They receive more than born Canadians and are given jobs here over Canadians. In my apartment building they don't like to be told to stop causing noise disturbances, in fact it even gets worse when they have been asked to stop. Some of the tenants " Newcomers " seem to think they can operate a business in the apartment which means they use excessive noise to build whatever they are building. Once they have been asked to stop by other tenants and given notices they then decide to retaliate by causing further noise which is deliberately to disturb the rest of us. They try to intimidate people that they know are born Canadians like some kind of gang members. We no longer feel safe in our own homes and neighborhoods. We are tired of them using the race card for every problem they have which is usually something they caused in the first place. In this particular building on Queen st. N. in Hamilton they cause trouble in multiple different apartments which they attend. Once they have been asked to stop causing noise in one apartment they just go to one of the others and then proceed to do the same thing there. Some of the newcomers have been given more than one apartment in the same building and therefore run back and forth between those apartments and slam the door of each one over and over all day long. The management has been informed hundreds of times for a number of years and yet they have not yet dealt with the issues. There is an ongoing record of so many incidents in this building which the management has not addressed beyond a blanket notice to all tenants regarding noise complaints. The manager says things like " It's a process " and yet there seems to be no results. Is management afraid to just simply evict the trouble makers ??
Identity Attack0.09410924
Insult0.06739554
Profanity0.0166845
Threat0.009178371
Severe Toxicity0.0042152405
Low Tox 0.1537979 Constructive 0.735
Aug 25, 2025 Why Canadians Are Turning Against …
Where did the point system go? Why is the canadian government not strict with fact-checking the documents being submitted by applicants? I thought Canada is stricter but I guess Indians are already treating it like …
Where did the point system go? Why is the canadian government not strict with fact-checking the documents being submitted by applicants? I thought Canada is stricter but I guess Indians are already treating it like the middle east where they can just pay the schools from their country to submit fraudulent papers saying they have a master's degree in computer science but when they start working, they couldn't even do proper coding!
Identity Attack0.10221587
Insult0.06459839
Profanity0.015079016
Threat0.0065827454
Severe Toxicity0.0028419495
Low Tox 0.1537979 Moderate Con 0.381
Oct 3, 2025 IRCC Names India in Study …
Are they seriously trying to include fresh immigrants as canadians, as if they've grown up here? No, they get no say.. Once your accent has been destroyed will canadians accept you as canadian.
Are they seriously trying to include fresh immigrants as canadians, as if they've grown up here? No, they get no say.. Once your accent has been destroyed will canadians accept you as canadian.
Identity Attack0.10221587
Insult0.039444692
Profanity0.014225035
Threat0.012026439
Severe Toxicity0.0035858154
Low Tox 0.15269235 Moderate Con 0.358 Identity_Assertion
Feb 17, 2026 Canada's tighter immigration policy divides …
another, so,,so,,so,so,,,polite kannuk!,,,''',,i'm not sure i'm ,,,[ allowed ],,to say these things ''.,,,oh dear.
another, so,,so,,so,so,,,polite kannuk!,,,''',,i'm not sure i'm ,,,[ allowed ],,to say these things ''.,,,oh dear.
Identity Attack0.014752249
Insult0.058475737
Profanity0.03189224
Threat0.010214032
Severe Toxicity0.004272461
Low Tox 0.15213956 Moderate Con 0.429
Aug 25, 2025 Why Canadians Are Turning Against …
There have always been a few questionable people that are immigrants and refugees but it was in the early 2000s when you first started to see the foreign students and immigrants/refugees start to me more …
There have always been a few questionable people that are immigrants and refugees but it was in the early 2000s when you first started to see the foreign students and immigrants/refugees start to me more the "gimmegrant" type. They wanted sponsorship, benefits, housing, etc but didn't want to put in the work or participate and some were very dim also. It just got worse every year from 2006 I would say but with Trudeau in 2015 letting more in and telling them we have no culture spelled our doom but then you have ministers like Rempel who also like to play according to the wind. She was all about Islamophobia and supporting Muslims when convenient but now seems to want to close doors.
Identity Attack0.06704199
Insult0.07491849
Profanity0.023789622
Threat0.0071199946
Severe Toxicity0.0036811829
Low Tox 0.15213956 Constructive 0.65 Personal_Narrative
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Why punjabis say they from punjab 😂😂 not india
Why punjabis say they from punjab 😂😂 not india
Identity Attack0.16159154
Insult0.07903719
Profanity0.07805514
Threat0.010032792
Severe Toxicity0.010910034
Low Tox 0.15158679 Low Con 0.225
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m an auto claim adjuster… Brampton is THE WORST for auto claims. I say about 45% of my claims for all of Ontario come from Brampton.
I’m an auto claim adjuster… Brampton is THE WORST for auto claims. I say about 45% of my claims for all of Ontario come from Brampton.
Identity Attack0.022590388
Insult0.07238392
Profanity0.01490822
Threat0.0069516995
Severe Toxicity0.0025749207
Low Tox 0.15158679 Constructive 0.579 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
HAHAHAHA!!! @ the Sihk temple, where the old man says " help one another " BAWAHAHAHA AND THE OSCAR GOES TO......BAWAHAHAHA HAHAHAHA STAAAAAP!!!
HAHAHAHA!!! @ the Sihk temple, where the old man says " help one another " BAWAHAHAHA AND THE OSCAR GOES TO......BAWAHAHAHA HAHAHAHA STAAAAAP!!!
Identity Attack0.036620867
Insult0.05262003
Profanity0.01982715
Threat0.008039144
Severe Toxicity0.005302429
Low Tox 0.15158679 Low Con 0.277
Sep 21, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
We absolutely do have an immigration problem, I’d say time to turn the tap off, and get on the ones here about status, BUT we cannot allow what has been happening in the states, anyone …
We absolutely do have an immigration problem, I’d say time to turn the tap off, and get on the ones here about status, BUT we cannot allow what has been happening in the states, anyone with a brain can see what the USA has become these days (government wise) But a controlled program without liberals and conservatives talking it into the ground. Or going the human rights violations route. We would see a noticeable decrease in this very evident problem, and yes it’s problem. I’m not liberal or conservative at all and you should not need to be either to see the problem.
Identity Attack0.058401883
Insult0.06617179
Profanity0.025497584
Threat0.010369381
Severe Toxicity0.003566742
Low Tox 0.15103401 Constructive 0.665
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
If by long term consequences you mean fewer immigrants, I say bring it on
If by long term consequences you mean fewer immigrants, I say bring it on
Identity Attack0.12208464
Insult0.025413504
Profanity0.018255826
Threat0.012803185
Severe Toxicity0.0042533875
Low Tox 0.15048122 Moderate Con 0.336
Jan 21, 2026 Why Canada’s immigration system has …
Everyone is too scared to say it. But we hate it. Our Healthcare system is buckling, housing prices rising, all kinds of bad effects.
Everyone is too scared to say it. But we hate it. Our Healthcare system is buckling, housing prices rising, all kinds of bad effects.
Identity Attack0.0091384705
Insult0.046764325
Profanity0.03339528
Threat0.00780612
Severe Toxicity0.0027275085
Low Tox 0.15048122 Moderate Con 0.467 Fear_Threat
Jan 28, 2026 2,203 likes Inside Canada's Indian Invasion...
As a someone who has lived in Brampton for over 20yrs I can say this video was pretty accurate. It was weird seeing places I past daily. Something that people don’t talk about when we …
As a someone who has lived in Brampton for over 20yrs I can say this video was pretty accurate. It was weird seeing places I past daily. Something that people don’t talk about when we speak about immigration are the temporary work agencies. They prey on Indian immigrants just as much as some of the colleges do. It’s sad really.
Identity Attack0.120924085
Insult0.03588435
Profanity0.022423252
Threat0.0074954215
Severe Toxicity0.002937317
Low Tox 0.14950264 Constructive 0.743 Personal_Narrative
Nov 2, 2025 Inside Canada's Indian Metropolis (Brampton)
He says in Hinduism they do not negate anyone..., he thinks that the world does not know about the one and only one in the entire world," the Indian Caste System."
He says in Hinduism they do not negate anyone..., he thinks that the world does not know about the one and only one in the entire world," the Indian Caste System."
Identity Attack0.17536941
Insult0.0314771
Profanity0.021056883
Threat0.008815889
Severe Toxicity0.004463196
Low Tox 0.14950264 Moderate Con 0.319 Moral_Argument
Dec 6, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
oh man....what to say... Canadians, this is only the beginning. You'll be SHOCKED when SCALE really kicks in.
oh man....what to say... Canadians, this is only the beginning. You'll be SHOCKED when SCALE really kicks in.
Identity Attack0.04796442
Insult0.033901088
Profanity0.021466793
Threat0.06205949
Severe Toxicity0.0050735474
Low Tox 0.147767 Moderate Con 0.303
Sep 27, 2025 22 likes Inside Canada's Indian Metropolis (Brampton)
Ill say this lastly. Why do we all have to leave why does the gov keep getting away with this. There is only one solution. Sadly. When the gov sells you out and tries to …
Ill say this lastly. Why do we all have to leave why does the gov keep getting away with this. There is only one solution. Sadly. When the gov sells you out and tries to replace those who built the nation, its called treason. I smell the likes of marie antoinette on our politicians and i suspect a similar outcome for them very soon.
Identity Attack0.006696612
Insult0.070799805
Profanity0.015932998
Threat0.008738215
Severe Toxicity0.002002716
Low Tox 0.1460314 Moderate Con 0.453
Aug 26, 2025 Why Canadians Are Turning Against …
YOU MEAN THE TWENTY MILLION MOGADIS FROM AFRICA?THAT WOULD COME AT FOUR AND A HALF MILLION EACH YEAR TO CANADA AND PAY NO TAXES FOR TEN YEARS.DID THEY CUT THEIR OPPORTUNITIES OUT OF CANADA?OR WAS …
YOU MEAN THE TWENTY MILLION MOGADIS FROM AFRICA?THAT WOULD COME AT FOUR AND A HALF MILLION EACH YEAR TO CANADA AND PAY NO TAXES FOR TEN YEARS.DID THEY CUT THEIR OPPORTUNITIES OUT OF CANADA?OR WAS SHE SAY CANADA IS A PART OF AMERICA?NOW THAT MEANS THAT ALL CANADIANS WILL HAVE ACCESS TO FIREPOWER, THE RIGHT TO BEAR ARMS
Identity Attack0.10221587
Insult0.033901088
Profanity0.014395831
Threat0.017674083
Severe Toxicity0.005607605
Low Tox 0.1460314 Moderate Con 0.401 Unverified_Claim
Nov 24, 2025 Quebec Ends Economic Immigration Program …
You can’t say your a Canadian when nothing about you resembles Canada 🇨🇦
You can’t say your a Canadian when nothing about you resembles Canada 🇨🇦
Identity Attack0.08500996
Insult0.05144889
Profanity0.013063621
Threat0.0062526283
Severe Toxicity0.0030899048
Low Tox 0.14429577 Low Con 0.213 Identity_Assertion
Sep 20, 2025 19 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.