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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 #}

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Active: "Why do they never have …" 820 comments · Page 19 of 33
here's the problem culturally they're completely different than you Canadians. You actually had people supporting Hamas and the taking of hostages and what they did to those babies and what they did to those poor …
here's the problem culturally they're completely different than you Canadians. You actually had people supporting Hamas and the taking of hostages and what they did to those babies and what they did to those poor women who they kept in those assault camps. You literally would have never had people parading on the street supporting that we're at not for these immigrants so they're changing the culture of what was once a beautiful country and meanwhile lowering your quality of life to 50% of what it was just 18 years ago so why the hell would any self-respecting country keep more immigrants in that hate the very country they're trying to get into
Identity Attack0.22935481
Insult0.12702756
Profanity0.02836696
Threat0.009799767
Severe Toxicity0.008354187
Low Tox 0.23667802 Constructive 0.615
Nov 25, 2025 Quebec Ends Economic Immigration Program …
I never thought I would go back to China one day since I came here 23 years ago, 2 more years I will retire and go back to China, this country encourages lady people,and punish …
I never thought I would go back to China one day since I came here 23 years ago, 2 more years I will retire and go back to China, this country encourages lady people,and punish hardworking people.
Identity Attack0.27171627
Insult0.06337463
Profanity0.021876704
Threat0.023371955
Severe Toxicity0.0077056885
Low Tox 0.2359567 Constructive 0.527 Personal_Narrative
Aug 25, 2025 Why Canadians Are Turning Against …
Be the one place in Canada I will never visit. Brownsville Ontario. They are an invasive species slowly taking over Canada. Soon we will have 3 languages in Canada…English, French and Dirka.
Be the one place in Canada I will never visit. Brownsville Ontario. They are an invasive species slowly taking over Canada. Soon we will have 3 languages in Canada…English, French and Dirka.
Identity Attack0.23922618
Insult0.082372494
Profanity0.016889455
Threat0.009307829
Severe Toxicity0.008201599
Low Tox 0.2359567 Moderate Con 0.429 Fear_Threat
Oct 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
It's worse than this video shows. I don't live in Brampton and my town is entirely * after 10 years. Everywhere I go is * people. It doesn't matter what store or business or service …
It's worse than this video shows. I don't live in Brampton and my town is entirely * after 10 years. Everywhere I go is * people. It doesn't matter what store or business or service I contact it's just * people now. When I went to college everyone was from there. This was a regular local college that Canadian kids aspire to go to. They made up 90% of the classmates, they never showed up to class, they refused to participate in team projects, nobody failed. They did so poorly but the school charges 3x. My final year they cancelled final exams because they decided too many international students would fail. They are from the same country but they have different religions and from different cities that hate each other so they would refuse to communicate with each other. Imagine you meet someone from another province and you hate them and aren't afraid to crashout in public over it. My next door neighbors there is so many people living in the house that they live there on a schedule one group in and one group out. You would think they would be going to work NO they literally hang out all day long like a bad 90s comedy movie. In the last 10 years all of the house in my town skyrocketed in price. The people around me all bought around 2010 - 2015 for $150k - $260k and sold for around $1m 2023 - 2026. Average house price in my town has stayed at 3x what it was 10 - 15 years ago. They don't rake their leaves, they don't clean up their trash, they don't clear their snow from their driveways. Both my parents are immigrants, they came here poor had to work, had to respect the country and its laws and culture because that's what allowed Canada to be successful so they could come here. All I hear about or see now is immigrants from the one country? When I was a kid I grew up with every nationality where did everybody go?
Identity Attack0.036105253
Insult0.089778624
Profanity0.094542764
Threat0.008505191
Severe Toxicity0.00831604
Low Tox 0.23415339 Constructive 0.684 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
25:27 I have said the same. Their entitlement to refugee benefits is disturbing. My parents NEVER EVER collected social assistance neither looked for handouts. They never believed they were entitled to anything. ❗️❗️❗️❗️
25:27 I have said the same. Their entitlement to refugee benefits is disturbing. My parents NEVER EVER collected social assistance neither looked for handouts. They never believed they were entitled to anything. ❗️❗️❗️❗️
Identity Attack0.07921951
Insult0.07333439
Profanity0.029888187
Threat0.008220384
Severe Toxicity0.0050354004
Low Tox 0.23343207 Constructive 0.677
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Cross country strike until they step down . Don't be confused Sheer., you guys need to be way more conservative, we've had enough. You all voted for destructive policies. Why aren't you filing court challenges? …
Cross country strike until they step down . Don't be confused Sheer., you guys need to be way more conservative, we've had enough. You all voted for destructive policies. Why aren't you filing court challenges? Why aren't you talking about the bioweapon injections?? Did you make money on pcr's? PPs wifey too? Both sides have been compromised for decades. CSIS Report. China, India. Canadians never wanted immigration from any of these 3rd world countries. This is treason.
Identity Attack0.089973204
Insult0.1342682
Profanity0.017777596
Threat0.012751401
Severe Toxicity0.0051116943
Low Tox 0.2330714 Moderate Con 0.346 Call_To_Action
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
Ahahaha she said immigrants get special money then you say she is right and then you said you are an immigrant and never got money from government
Ahahaha she said immigrants get special money then you say she is right and then you said you are an immigrant and never got money from government
Identity Attack0.1808059
Insult0.06512285
Profanity0.041160982
Threat0.0071070488
Severe Toxicity0.006713867
Low Tox 0.23235008 Low Con 0.278
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Socialism never fails to fail . Canada is a Godless socialist country and accepts euthanasia, perhaps you are being replaced by better people?
Socialism never fails to fail . Canada is a Godless socialist country and accepts euthanasia, perhaps you are being replaced by better people?
Identity Attack0.10221587
Insult0.11616662
Profanity0.024472807
Threat0.010602405
Severe Toxicity0.0062942505
Low Tox 0.23235008 Low Con 0.154 Fear_Threat
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
As First Nations is Indian they are claiming Canada 🇨🇦 is belong to them and they will take it back The terrible part is any business they run except their own kind they never hire …
As First Nations is Indian they are claiming Canada 🇨🇦 is belong to them and they will take it back The terrible part is any business they run except their own kind they never hire other Canadians
Identity Attack0.2463217
Insult0.07808672
Profanity0.015932998
Threat0.0070034824
Severe Toxicity0.0052261353
Low Tox 0.23198941 Moderate Con 0.368
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
BEST PLACE ON THE PLANET = BRAMPTON AND YALL WILL NEVER KNOW
BEST PLACE ON THE PLANET = BRAMPTON AND YALL WILL NEVER KNOW
Identity Attack0.013646871
Insult0.06652143
Profanity0.03765389
Threat0.013269233
Severe Toxicity0.008354187
Low Tox 0.22846605 Low Con 0.211 Humor_Satire
Mar 2, 2026 Inside Canada's Indian Invasion...
2:07 I like this man, he can stay lol. I say this as someone who was born in Brampton and still live 20 minutes away. I would never move back there now cause of the …
2:07 I like this man, he can stay lol. I say this as someone who was born in Brampton and still live 20 minutes away. I would never move back there now cause of the smell.
Identity Attack0.094936445
Insult0.071116626
Profanity0.09518933
Threat0.011172019
Severe Toxicity0.008773804
Low Tox 0.22712809 Constructive 0.667 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
It's not a lie. I have friends telling me stories of Indian Immigrants in small towns like Renfrew, Eaganville, Barrie, and other smaller places in between where there following and harrassing women in small towns. …
It's not a lie. I have friends telling me stories of Indian Immigrants in small towns like Renfrew, Eaganville, Barrie, and other smaller places in between where there following and harrassing women in small towns. And their daughters alone side them. And their are never arrested. These people have disappeared of the internet 6-8 yrs ago and are popping up in small towns and even smaller villages along the highway. Parking on private property access roads for fires and picnics with there kids. I have seen it first hand all over lanark county and across the east end heading out to Embrun and east towards Plantagenet. And for anyone to deny this..it's because you live in a bubble and never leave the city. Can't goto the Ottawa River anywhere without seeing people bathing in the runoff from our fields and confronting locals tell them to stop trashing out forest and community . All the while throwing garbage into the river and bushes wherever they stop to get out of their cars. These Indians and Muslims do not care about the rules or our country. The Immigrants have over run the country and will not leave peacefully. Ask them yourself if they will. I bet they stand defiantly in your face and tell you "no". Even when they legally do not belong here. This will cause a civil war soon enough. Canada wants it's country back. And they will get it back from the liberals and their foreign army of vagrant, Canadian hating deciples. The time of the liberals has come to and end. Canada will be great again and the liberals will be back at the bottom where they belong. Especially after what they've done to the country and its people. Disgusting that no one has done it YET!!
Identity Attack0.22631748
Insult0.083359696
Profanity0.055940874
Threat0.03373172
Severe Toxicity0.008354187
Low Tox 0.22445217 Constructive 0.597
Sep 28, 2025 1 likes IRCC Names India in Study …
My guess is most Indians want to come to Canada. Most Canadians would never want to go to India. That should tell you something. have Trudeau and Carney go live in Brampton..
My guess is most Indians want to come to Canada. Most Canadians would never want to go to India. That should tell you something. have Trudeau and Carney go live in Brampton..
Identity Attack0.2764353
Insult0.05262003
Profanity0.01442999
Threat0.008246276
Severe Toxicity0.005378723
Low Tox 0.22043827 Moderate Con 0.38 Comparative_Framing
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
So much ragebait. British colonization destabilized our country, cultures, and unity, leaving a power vaccum for corruption. Search up the 1947 Partition. Decades of conflict led individuals to immigrate for better opportunities. We don’t need …
So much ragebait. British colonization destabilized our country, cultures, and unity, leaving a power vaccum for corruption. Search up the 1947 Partition. Decades of conflict led individuals to immigrate for better opportunities. We don’t need someone outside from Brampton coming in to provoke our community. Especially when ya’ll will never comment on the strengths of these immigrants—some of the most hardworking people you’ll meet. E.g. how the Punjabi Sikh community raised over $2.3 million for the first hospital in Brampton. Let’s emphasize the love, brother. 🙏🏽
Identity Attack0.116281845
Insult0.10148193
Profanity0.027547138
Threat0.00933372
Severe Toxicity0.005760193
Low Tox 0.2191003 Constructive 0.756 Solidarity
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
Lets be clear, Canadians arent turning against immigrants. Canadians never agreed to have so many immigrants enter the country that our culture, economy, housing, and safety are all destroyed. We've been betrayed by our government …
Lets be clear, Canadians arent turning against immigrants. Canadians never agreed to have so many immigrants enter the country that our culture, economy, housing, and safety are all destroyed. We've been betrayed by our government and our boomers.
Identity Attack0.16159154
Insult0.083359696
Profanity0.014634945
Threat0.008919456
Severe Toxicity0.0046539307
Low Tox 0.21107252 Constructive 0.587
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
First opting as per DNA report aboriginal people they came from India 7300 years ago and they came much earlier than European. We are the first one who came here and second babe start coming …
First opting as per DNA report aboriginal people they came from India 7300 years ago and they came much earlier than European. We are the first one who came here and second babe start coming to canada 1870. We fight to world war even protect this country as well and protecting you from Nazi more than 350,000 sikh soldier died in fast and second world. but we never complained why the people coming from Ukraine and other European country and some racist they are only less than 0.001% and they’re talking about the Indians are coming to Canada why dehydration start coming to Canada for less electric and less than 300 400 a year but we come to Canada 7300 years ago this is proven DNA and we are willing to sacrifice our life to protect nation. This is our country as well. If you don’t know the history first learn it.
Identity Attack0.13591312
Insult0.110259406
Profanity0.025497584
Threat0.011223801
Severe Toxicity0.0066375732
Low Tox 0.20973456 Constructive 0.616 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
This is all a lie, they will never tell us the truth. Nowadays it's very hard to find truth news that is not controlled. Gotta love the left.
This is all a lie, they will never tell us the truth. Nowadays it's very hard to find truth news that is not controlled. Gotta love the left.
Identity Attack0.013345404
Insult0.11616662
Profanity0.021740068
Threat0.0077284453
Severe Toxicity0.00289917
Low Tox 0.20335422 Low Con 0.22
Apr 29, 2019 How much do refugees and …
Shes just like all liberals .they never answer a direct question
Shes just like all liberals .they never answer a direct question
Identity Attack0.10221587
Insult0.11797678
Profanity0.022149978
Threat0.0067057298
Severe Toxicity0.0037956238
Low Tox 0.20335422 Low Con 0.207 Identity_Assertion
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
2026-2-26-why do you not ask the Carney government directly about these two ministers who need to be replaced - officially - due to their absolute and incomprehensible lacking in leadership abilities and skills - why …
2026-2-26-why do you not ask the Carney government directly about these two ministers who need to be replaced - officially - due to their absolute and incomprehensible lacking in leadership abilities and skills - why he keeps them in their respective portfolio? But he absolutely needs to be also removed He is doing so much harm to Canada as this 70 yr old has never seen in her entire adult life He has done nothing to repair the relationship with USA Which he has to repair No instead he is working on China Go figure why Because they are a communist regime Whereas the USA is a democracy and solvant democracy such as our own and as far back Canada use to have a rather strong relationship with them But now its not Why? These are the kind of questions that should be asked Why Because CTV and CBC Are our CNN NBC Equivalent of fake news And totally Libéral bias
Identity Attack0.010063417
Insult0.16751462
Profanity0.020168742
Threat0.013631714
Severe Toxicity0.0051498413
Low Tox 0.20312156 Moderate Con 0.448 Call_To_Action
Feb 26, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
As a white canadien im not gonna feel guilty for something i didnt do to oppress that was never slave sorry but not sorry that lady is my hero
As a white canadien im not gonna feel guilty for something i didnt do to oppress that was never slave sorry but not sorry that lady is my hero
Identity Attack0.21075934
Insult0.04442204
Profanity0.033144772
Threat0.010084574
Severe Toxicity0.0064849854
Low Tox 0.20312156 Moderate Con 0.496
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
the funny thing is that this would never be allowed in India with mass migration
the funny thing is that this would never be allowed in India with mass migration
Identity Attack0.22631748
Insult0.036435258
Profanity0.043415543
Threat0.009747985
Severe Toxicity0.007019043
Low Tox 0.2028889 Low Con 0.247 Comparative_Framing
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
I really appreciate that you did this video to try and shine some light on what's happening in Canada. However, this was such a missed opportunity. There was never any questions about why millions of …
I really appreciate that you did this video to try and shine some light on what's happening in Canada. However, this was such a missed opportunity. There was never any questions about why millions of indians have been allowed in the country in record numbers. There is so much fraud in the government with their diploma mills, drug trafficking and employment scams. This video could have been so much bigger and exposed the corruption in the Canadian government. This is not what Canadians want
Identity Attack0.16373143
Insult0.09563028
Profanity0.017436003
Threat0.007301235
Severe Toxicity0.004425049
Low Tox 0.2028889 Constructive 0.698 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
What about America, the mid-sized city I live in they show up in groups, along with people from south America, and middle eastern countries. I'm getting so sick of hearing Spanish and other languages constantly …
What about America, the mid-sized city I live in they show up in groups, along with people from south America, and middle eastern countries. I'm getting so sick of hearing Spanish and other languages constantly when I'm at the stores. It never used to be like that.
Identity Attack0.20680901
Insult0.06669625
Profanity0.054437835
Threat0.008556974
Severe Toxicity0.005264282
Low Tox 0.20265625 Constructive 0.63 Fear_Threat
Feb 20, 2026 2 likes Inside Canada's Indian Invasion...
The guy on the bike got be Trump supporter.he probably have never worked a day on his life 😂
The guy on the bike got be Trump supporter.he probably have never worked a day on his life 😂
Identity Attack0.008213525
Insult0.12883772
Profanity0.016411226
Threat0.008336896
Severe Toxicity0.002746582
Low Tox 0.20149297 Low Con 0.222 Humor_Satire
Feb 17, 2026 Inside Canada's Indian Invasion...
Incredibly sad to see. They aren’t Canadians & never will be. Simple as that.
Incredibly sad to see. They aren’t Canadians & never will be. Simple as that.
Identity Attack0.21866
Insult0.06669625
Profanity0.013985921
Threat0.0068028234
Severe Toxicity0.005455017
Low Tox 0.20126031 Low Con 0.285 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...

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.