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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

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Active: "You should come to the …" 1,829 comments · Page 41 of 74
I am a hindu Indian immigrant. I had come to this country tobhave some peaceful life. But these days there is no peace, hardly any Canadian culture visible. I go to a beautiful park in …
I am a hindu Indian immigrant. I had come to this country tobhave some peaceful life. But these days there is no peace, hardly any Canadian culture visible. I go to a beautiful park in the evening... And it looks like I have come to either Africa, or middle-Eastern country.. Or I have gone back to india again..
Identity Attack0.28034934
Insult0.061801232
Profanity0.024472807
Threat0.0074436385
Severe Toxicity0.0074005127
Low Tox 0.22445217 Constructive 0.554 Personal_Narrative
Aug 25, 2025 60 likes Why Canadians Are Turning Against …
It's not a booming economy as majority of it comes from the government. The indians taking advantage of the refugee system to get 85k a year The indian employers abusing the wage subsidy program when …
It's not a booming economy as majority of it comes from the government. The indians taking advantage of the refugee system to get 85k a year The indian employers abusing the wage subsidy program when they hire indian international students, another indian for the POC category. Or outright corruption that indian government workers do from selling driver's licenses, CDLs etc.
Identity Attack0.24293575
Insult0.08484049
Profanity0.02249157
Threat0.008026198
Severe Toxicity0.0048065186
Low Tox 0.22445217 Moderate Con 0.436 Unverified_Claim
Sep 29, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Western world destroys countries all around the world, then people complain they come in the western world to flee poverty
Western world destroys countries all around the world, then people complain they come in the western world to flee poverty
Identity Attack0.1232452
Insult0.06023245
Profanity0.03990845
Threat0.025961896
Severe Toxicity0.0063323975
Low Tox 0.22311419 Low Con 0.173 Moral_Argument
Feb 7, 2026 1 likes Inside Canada's Indian Invasion...
Yet you vote liberal four times in a row because they turned the election into a Canada vs US hockey match and you all fell for it. Now you’re doomed. Don’t come here. You can’t …
Yet you vote liberal four times in a row because they turned the election into a Canada vs US hockey match and you all fell for it. Now you’re doomed. Don’t come here. You can’t be trusted.
Identity Attack0.023997234
Insult0.14874944
Profanity0.014976538
Threat0.010369381
Severe Toxicity0.0038719177
Low Tox 0.22311419 Low Con 0.223
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
I was born and raised here. I've given birth to 6 children whom all have issues finding employment. Because all the jobs are taken every convenience store every timorhorns, every Taco Bell, every Burger King. …
I was born and raised here. I've given birth to 6 children whom all have issues finding employment. Because all the jobs are taken every convenience store every timorhorns, every Taco Bell, every Burger King. Is taken their jobs and giving them to newcomers. I'm not against people coming over to our beautiful land and enjoying and contributing. Insane that? You've Come to us kindly respect us. Don't take Uber the way it is going right now. We are gonna be the minority and what's gonna happen 50 years down the road? Our great grandkids are gonna be going after the government. Looking for a handout because our government has given away all of our jobs. They've given away our security. I will our elderly need to work until almost the day they go in the ground, so many homeless families. Some of it. Is self situitional some of it? Is because, for a simple 3 bedroom. There's 2 grand add your hydro. Add, your heat. Winter is coming like one of the ladies in the video. Says I haven't had cable or satellite and probably 20 years. I make minimum wage working 40 hours a week. I have rent. I have a car payment. I have insurance and a warm more time. As she said, there's nothing left over. Where is our? Where is our Pat? On the back our gratitude, I am a people person. It doesn't matter color shape sighs. I love everybody as an individual but I like understanding when they're talking to me too. I don't know if this is gonna do any good. I really don't and I'm not trying to sound rude or racist cause. I am not it's just one lonely. Worker's outlook on the world and how Canada has become. Thank you to our government.
Identity Attack0.054763943
Insult0.13607834
Profanity0.058445938
Threat0.009126588
Severe Toxicity0.0062561035
Low Tox 0.22177623 Constructive 0.889
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
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...
Canadians are going to leave and set up in another country, prosper, then their grandchildren can come back and invest in Canada, which will be a third world resource rich country with cheap labor😂
Canadians are going to leave and set up in another country, prosper, then their grandchildren can come back and invest in Canada, which will be a third world resource rich country with cheap labor😂
Identity Attack0.18903255
Insult0.0808917
Profanity0.016103793
Threat0.0064727063
Severe Toxicity0.0047302246
Low Tox 0.2191003 Low Con 0.158 Humor_Satire
Aug 26, 2025 Why Canadians Are Turning Against …
Gas station knives come in clutch 😂
Gas station knives come in clutch 😂
Identity Attack0.013244915
Insult0.029053112
Profanity0.06044999
Threat0.15434735
Severe Toxicity0.01412424
Low Tox 0.2191003 Moderate Con 0.342 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Same here in Surrey Canada.. it’s flooded. A lot of corruption going on for these people coming here as fake students.. rumour over 30k a year coming to Canada with fake documents from air India …
Same here in Surrey Canada.. it’s flooded. A lot of corruption going on for these people coming here as fake students.. rumour over 30k a year coming to Canada with fake documents from air India airlines
Identity Attack0.09741807
Insult0.15698463
Profanity0.0166845
Threat0.0071199946
Severe Toxicity0.003566742
Low Tox 0.2191003 Moderate Con 0.435 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm 70, I've been looking for a way out to escspe the same noice, unruly rule, dominance over other faith.. But after knowing that Csnada, USA face the same suffocation from Indian there i'm now …
I'm 70, I've been looking for a way out to escspe the same noice, unruly rule, dominance over other faith.. But after knowing that Csnada, USA face the same suffocation from Indian there i'm now comforting myself as better be here only hoping fot better days might come...😮
Identity Attack0.21075934
Insult0.082866095
Profanity0.049928714
Threat0.011612174
Severe Toxicity0.0074386597
Low Tox 0.21776234 Constructive 0.65 Personal_Narrative
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
there is no indian homeless in that sheltor because we come to this country legally, pay 3 times the tuition to colelges, work part time minimum wage with restricted hours, then we spend in your …
there is no indian homeless in that sheltor because we come to this country legally, pay 3 times the tuition to colelges, work part time minimum wage with restricted hours, then we spend in your economy so we provide the labour and also do consumtion and then we pay taxes, and then we use our smart genes to set up businesses and get good jobs or if not then work 2-3 jobs just to earn our living. What do you guys do? Use the moeny bring into the economy to pay for pentions, and support your unemployment?
Identity Attack0.1444726
Insult0.08434689
Profanity0.06195303
Threat0.0086087575
Severe Toxicity0.008010864
Low Tox 0.21642438 Constructive 0.6 Identity_Assertion
Oct 2, 2025 10 likes Inside Canada's Indian Metropolis (Brampton)
There are more Chinese people in Canada than there are Indians... when's that video coming? It's funny cuz bro even interviewed people at the Chinese mall in Brampton
There are more Chinese people in Canada than there are Indians... when's that video coming? It's funny cuz bro even interviewed people at the Chinese mall in Brampton
Identity Attack0.27914262
Insult0.053791173
Profanity0.02433617
Threat0.0079873605
Severe Toxicity0.00541687
Low Tox 0.21642438 Moderate Con 0.469 Question
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Everyone knows what's going on, and it's not racism. Listen to the guy in the black baseball cap. It's great when immigrants come in slowly and integrate. Nobody has a problem with that. Not like …
Everyone knows what's going on, and it's not racism. Listen to the guy in the black baseball cap. It's great when immigrants come in slowly and integrate. Nobody has a problem with that. Not like this.
Identity Attack0.25140062
Insult0.06302499
Profanity0.024062896
Threat0.0077672824
Severe Toxicity0.00541687
Low Tox 0.21508642 Constructive 0.555
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
I love the voices of new immigrants who support Canada but they are not all. Many come just to take advantage. Those are the ones I fear. The ones who plan to take over and …
I love the voices of new immigrants who support Canada but they are not all. Many come just to take advantage. Those are the ones I fear. The ones who plan to take over and spread violence. I find Indian and Chinese are hardworking honest people but there will always be thieves and bad people among every culture. We need to reduce the quanity and increase the quality of the ones we allow here. We need to support our own first.
Identity Attack0.20878418
Insult0.08508729
Profanity0.015557245
Threat0.009437286
Severe Toxicity0.004787445
Low Tox 0.21508642 Constructive 0.751 Fear_Threat
Aug 28, 2025 Why Canadians Are Turning Against …
Immigrant here, we got vetted and the condition to get into Canada was that we were WANTED by a employer so desperately that they paid crazy money to get us in. We speak English in …
Immigrant here, we got vetted and the condition to get into Canada was that we were WANTED by a employer so desperately that they paid crazy money to get us in. We speak English in public and we did pretty good here. Well until the libs took over and everything goes downhill now for 10 consecutive years. What's coming now is going to change the country to the worse.
Identity Attack0.06158508
Insult0.1469393
Profanity0.036401358
Threat0.0068028234
Severe Toxicity0.0033187866
Low Tox 0.21374844 Constructive 0.634
Aug 31, 2025 Why Canadians Are Turning Against …
Come to Australia Melbourne, it’s the same! We’ve even renamed a lake after some Hindu that no Australian knows.
Come to Australia Melbourne, it’s the same! We’ve even renamed a lake after some Hindu that no Australian knows.
Identity Attack0.25309357
Insult0.06599696
Profanity0.04742365
Threat0.009463178
Severe Toxicity0.006713867
Low Tox 0.21374844 Moderate Con 0.379 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Oh No That Has To Go. Go back to your own country, build that in your country. Why do you come here, develop this in a country that's already built up. Do something with your …
Oh No That Has To Go. Go back to your own country, build that in your country. Why do you come here, develop this in a country that's already built up. Do something with your government, if Mentally Possible Build in your country.
Identity Attack0.10221587
Insult0.08030447
Profanity0.019348921
Threat0.008492245
Severe Toxicity0.0050354004
Low Tox 0.21241048 Low Con 0.244 Identity_Assertion
Sep 28, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
maybe if the police pointed them back instead of assisting with their bags they would stop coming
maybe if the police pointed them back instead of assisting with their bags they would stop coming
Identity Attack0.01087737
Insult0.033570543
Profanity0.028503597
Threat0.2836219
Severe Toxicity0.008621216
Low Tox 0.21241048 Low Con 0.286 Call_To_Action
Jan 5, 2026 83 likes Migrants cross into Canada near …
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...
Come to Australia next and report on our Indian problem 😂
Come to Australia next and report on our Indian problem 😂
Identity Attack0.19495805
Insult0.047935467
Profanity0.049678206
Threat0.021990653
Severe Toxicity0.009155273
Low Tox 0.20973456 Low Con 0.291 Humor_Satire
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
They should also limit by place of Origin, nearly half of all immigrants come from India, need more variety
They should also limit by place of Origin, nearly half of all immigrants come from India, need more variety
Identity Attack0.28034934
Insult0.039737478
Profanity0.027137227
Threat0.009048914
Severe Toxicity0.0073242188
Low Tox 0.20839658 Moderate Con 0.326 Policy_Critique
Jan 3, 2026 New rules, regulations take effect …
Funny how some people get upset about immigrants coming to Canada… forgetting that Europeans were the first “immigrants” here, who stole the land from Indigenous people. Now they’re getting a tiny taste of what Indigenous …
Funny how some people get upset about immigrants coming to Canada… forgetting that Europeans were the first “immigrants” here, who stole the land from Indigenous people. Now they’re getting a tiny taste of what Indigenous folks felt when settlers showed up and changed everything.
Identity Attack0.22458547
Insult0.081508696
Profanity0.013268576
Threat0.007068211
Severe Toxicity0.0041389465
Low Tox 0.20839658 Constructive 0.534 Moral_Argument
Sep 18, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
They approve criminals to come to canada but refuse grandparents to come and visit their relatives
They approve criminals to come to canada but refuse grandparents to come and visit their relatives
Identity Attack0.10221587
Insult0.100019015
Profanity0.01442999
Threat0.007534259
Severe Toxicity0.0034332275
Low Tox 0.20839658 Low Con 0.293 Unverified_Claim
Oct 1, 2025 IRCC Names India in Study …
It’s honestly so sad someone needs to do something maybe another moustache man will come along
It’s honestly so sad someone needs to do something maybe another moustache man will come along
Identity Attack0.012061302
Insult0.06774519
Profanity0.06495911
Threat0.04201601
Severe Toxicity0.0077819824
Low Tox 0.20839658 Moderate Con 0.302 Fear_Threat
Mar 3, 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.