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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: "I certainly don’t have any …" 121 comments · Page 3 of 5
seems to happen around the world right now. no wonder certain failed painter ordered a glass of juice. eh reap what you sow i guess.
seems to happen around the world right now. no wonder certain failed painter ordered a glass of juice. eh reap what you sow i guess.
Identity Attack0.0076215584
Insult0.15343215
Profanity0.017845914
Threat0.008129764
Severe Toxicity0.0027656555
Low Tox 0.20265625 Low Con 0.109 Humor_Satire
Feb 19, 2026 Inside Canada's Indian Invasion...
Why is this making the news? This country has always deported people in droves! Especially individuals of one certain, particular demographic!
Why is this making the news? This country has always deported people in droves! Especially individuals of one certain, particular demographic!
Identity Attack0.07673789
Insult0.06477321
Profanity0.020373698
Threat0.008867673
Severe Toxicity0.003528595
Low Tox 0.18554166 Moderate Con 0.315
Dec 29, 2025 Deportations From Canada at Their …
I am born and raised in Canada from immigrant parents. Lived here all my life and I have to say ive seen waves of immigration throughout my growing years. Mainly Sri lankans and Ethiopians in …
I am born and raised in Canada from immigrant parents. Lived here all my life and I have to say ive seen waves of immigration throughout my growing years. Mainly Sri lankans and Ethiopians in the late 80s 90s. NOTHING like what has happened now. I never considered myself racist, but id be lying if I said im not growing tired of certain ppl
Identity Attack0.15517195
Insult0.0654725
Profanity0.022354934
Threat0.00780612
Severe Toxicity0.004043579
Low Tox 0.18269104 Constructive 0.694 Personal_Narrative
Aug 26, 2025 55 likes Why Canadians Are Turning Against …
I remember back in the early 1990s, Toronto. Immigration would kick down your door, raid certain factory, put out Canada wide warrants... But then again it was the Jamaicans, Lucians, or any small island people …
I remember back in the early 1990s, Toronto. Immigration would kick down your door, raid certain factory, put out Canada wide warrants... But then again it was the Jamaicans, Lucians, or any small island people that suffered the most! 😢😢😢
Identity Attack0.12208464
Insult0.04207976
Profanity0.015044857
Threat0.032005094
Severe Toxicity0.005569458
Low Tox 0.17891699 Constructive 0.661
Sep 30, 2025 IRCC Names India in Study …
I try to avoid Tim Hortons now... I'm certain they stir my black coffee with their hands now... Yesterday it had a salty curry aftertaste.
I try to avoid Tim Hortons now... I'm certain they stir my black coffee with their hands now... Yesterday it had a salty curry aftertaste.
Identity Attack0.11163961
Insult0.055547886
Profanity0.026590679
Threat0.015602129
Severe Toxicity0.0052261353
Low Tox 0.17805049 Constructive 0.542 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
They are not gonna loot 45 trillion dollars and not returned back unlike certain people. They are not gonna kill 200 million people. Your forefathers should have known about this
They are not gonna loot 45 trillion dollars and not returned back unlike certain people. They are not gonna kill 200 million people. Your forefathers should have known about this
Identity Attack0.006363631
Insult0.029714199
Profanity0.02030538
Threat0.13815513
Severe Toxicity0.005645752
Low Tox 0.17545098 Low Con 0.152 Moral_Argument
Mar 1, 2026 Inside Canada's Indian Invasion...
In the 80s when I was in university, sociology professors claimed that the immigration system was racist, because certain people weren't welcome. (Yah, the people who wouldn't fit in because their values and customs were …
In the 80s when I was in university, sociology professors claimed that the immigration system was racist, because certain people weren't welcome. (Yah, the people who wouldn't fit in because their values and customs were so different) They said Canada only accepts people who benefit the country! Imagine that! How aweful. 😅 In the next breath they said they welcome people who will do low paying unskilled labour jobs Canadians don't want to do.
Identity Attack0.109318495
Insult0.06757036
Profanity0.016957775
Threat0.0066280556
Severe Toxicity0.0035858154
Low Tox 0.17458448 Constructive 0.63 Humor_Satire
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …
As an immigrant I highly agree…IF YOU CAME TO ANOTHER COUNTRY FOR A BETTER AND PEACEFUL LIFE YOU SHOULD EMIGRATE, RESPECT AND BECOME PART OF THAT COUNTRYS’ CULTURE AND NOT TRY TO DESTROY IT. Cause …
As an immigrant I highly agree…IF YOU CAME TO ANOTHER COUNTRY FOR A BETTER AND PEACEFUL LIFE YOU SHOULD EMIGRATE, RESPECT AND BECOME PART OF THAT COUNTRYS’ CULTURE AND NOT TRY TO DESTROY IT. Cause I’m sure that tourist who visit certain countries are expected to do the same . For example if I wanted to travel to a Middle Eastern Country I would have to wear a Burka or another form of head covering even though that’s not what I’m use to. So yea…If you can’t respect Canada for its culture STAY IN YOUR COUNTRY OF BIRTH AND STOP TRYING TO CONFORM CANADA INTO SUCH.
Identity Attack0.11512129
Insult0.06564732
Profanity0.024951037
Threat0.009644418
Severe Toxicity0.005607605
Low Tox 0.17025198 Constructive 0.647 Moral_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
By far the biggest thing is accountability. Whether an Immigrant, Illegal Alien or Citizen, all must be held accountable for THEIR choices. When you dismiss a certain segment just for the fact that they are …
By far the biggest thing is accountability. Whether an Immigrant, Illegal Alien or Citizen, all must be held accountable for THEIR choices. When you dismiss a certain segment just for the fact that they are this segment, it's no wonder you have a huge population grown tired of all the Woke, pandering, PC nonsense. Just hold all accountable and ensure consistent following of the laws on the books-and make new laws when necessary and appropriate. It's really that simple.
Identity Attack0.08087392
Insult0.07396803
Profanity0.021466793
Threat0.0062396824
Severe Toxicity0.002861023
Low Tox 0.16331999 Constructive 0.684
Jan 27, 2026 Inside Canada's Indian Invasion...
Hi, African here (resident not race). People need to stop confusing racism for pattern recognition. If 9 out of 10 people from the same race/culture behave a certain way, treating them all the same isn't …
Hi, African here (resident not race). People need to stop confusing racism for pattern recognition. If 9 out of 10 people from the same race/culture behave a certain way, treating them all the same isn't racism, its being smart
Identity Attack0.13805299
Insult0.03070583
Profanity0.04065997
Threat0.00789674
Severe Toxicity0.004749298
Low Tox 0.15766735 Constructive 0.676
Jan 27, 2026 5 likes Inside Canada's Indian Invasion...
I truly hope people will take the time to see the Canadian Indian content on YouTube, there is a culture of bragging about taking over, they celebrate the outrage. These are not people who were …
I truly hope people will take the time to see the Canadian Indian content on YouTube, there is a culture of bragging about taking over, they celebrate the outrage. These are not people who were raised to share the values of Canadians, and they can't ever be taught, certainly not if they're allowed to take over entire cities.
Identity Attack0.10221587
Insult0.061451588
Profanity0.014874061
Threat0.008000307
Severe Toxicity0.0032615662
Low Tox 0.15711457 Constructive 0.616 Identity_Assertion
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
I used to be a gardener and you could tell allot about someone from there backyard. As nice most Indians are they certainly do not keep the environment they live in clean.
I used to be a gardener and you could tell allot about someone from there backyard. As nice most Indians are they certainly do not keep the environment they live in clean.
Identity Attack0.15517195
Insult0.04442204
Profanity0.029888187
Threat0.007935578
Severe Toxicity0.004711151
Low Tox 0.15545623 Constructive 0.69 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Interviewing lower class and poorly educated individuals everywhere you go about a certain race of economically beneficial individuals is wild Tyler. You’re great at antagonizing minorities in different countries. Don’t forget about what colonialists and …
Interviewing lower class and poorly educated individuals everywhere you go about a certain race of economically beneficial individuals is wild Tyler. You’re great at antagonizing minorities in different countries. Don’t forget about what colonialists and settlers did for this to happen throughout the world.
Identity Attack0.052035484
Insult0.0670459
Profanity0.014703264
Threat0.007961469
Severe Toxicity0.0028419495
Low Tox 0.15435068 Constructive 0.514 Policy_Critique
Jan 27, 2026 8 likes Inside Canada's Indian Invasion...
Thank you for showcasing this city. Brampton has long been the armpit of Peel Region, and the cause of many of the rest of our issues. The new entitled migrants that come here spill out …
Thank you for showcasing this city. Brampton has long been the armpit of Peel Region, and the cause of many of the rest of our issues. The new entitled migrants that come here spill out into other areas of the GTA (Greater Toronto Area) spreading the crime and loitering, and essentially "taking over" certain places and causing massive issues. Our Car insurance rates in Peel are insanely high, primarily because of Brampton also being a part of Peel, and the high accident and theft rates coming out of that city. We have a massive issue here in Canada with unchecked mass immigration, and we don't see do be doing anything about removing the people who have overstayed their welcome, aswell as an issue with letting the new population move only to the same already developed places, overpopulating those areas that never had the infrastructure to support those numbers of people. Especially the households that are housing more families than just their own, the people who arent citizens that are clogging up our healthcare systems, all the jobs taken up by the Temporary Foreign Worker Program, the lack of openings in universities and colleges because of international students. Its unbelievable how much they take advantage of the system.
Identity Attack0.06658725
Insult0.06921569
Profanity0.015967157
Threat0.008440462
Severe Toxicity0.004005432
Low Tox 0.15213956 Constructive 0.789 Policy_Critique
Sep 23, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Only a certain caliber a person should be able to enter Canada and become a citizen meanwhile our government is taking in the lowest of the low from India that even India doesn't want...
Only a certain caliber a person should be able to enter Canada and become a citizen meanwhile our government is taking in the lowest of the low from India that even India doesn't want...
Identity Attack0.11976352
Insult0.047935467
Profanity0.013985921
Threat0.006861079
Severe Toxicity0.0031280518
Low Tox 0.15213956 Low Con 0.231
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
I think due to the prosperity and stability Canada has enjoyed for so long Canadians have developed a certain standard of living and expectations in regards to that. So no, we don't want to have …
I think due to the prosperity and stability Canada has enjoyed for so long Canadians have developed a certain standard of living and expectations in regards to that. So no, we don't want to have to work 2-3 minimum wage paying jobs to get by, no we don't want to live 4 or more to a 400 sqft studio apartment, yes we want to be able to afford our own homes, yes we want to be able to achieve a stable middle class lifestyle. That doesn't work for the crony capitalists who's greed and lust for power always needs satiating. So we have the Liberal government bringing in more immigrants than we have infrastructure to accommodate in an effort to keep wages down so profits can always be up. Immigrants who are willing to accept a lower quality of life than what most Canadians expect/accustom to because it's still superior to where they came from. So the quality of life for all Canadians is exponentially reduced. We are to accept a lower quality of life and if we resist then we are branded with all kinds of derogatory names; racist, xenophobe, fascist, unacceptable fringe, far-right extremists, et al. What's undeniable is that before the Liberals took power in 2015 we had an immigration system in Canada that worked quite well and that since the Liberals took power our immigration system is a destructive mess. This isn't by accident or incompetence, it's intentional, by design. Unfortunately Canada has a problem with so much of our population being ideologically blind, willingly ignorant, easily manipulated, cowardly staying in an abusive relation with our current oppressive government. Question is can the country be saved before too much damage is done?
Identity Attack0.030433474
Insult0.0820023
Profanity0.021056883
Threat0.0068416605
Severe Toxicity0.00289917
Low Tox 0.15213956 Constructive 0.741
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
MORATORIUM for immigration is needed for at least 10 years 2026-2036, all those on expired visas need to leave or sent home by force. We cannot accept and integrate more immigrants, especially from CERTAIN countries.
MORATORIUM for immigration is needed for at least 10 years 2026-2036, all those on expired visas need to leave or sent home by force. We cannot accept and integrate more immigrants, especially from CERTAIN countries.
Identity Attack0.10221587
Insult0.030265106
Profanity0.011782649
Threat0.010447056
Severe Toxicity0.0043296814
Low Tox 0.14950264 Moderate Con 0.358
Jan 15, 2026 5 likes 2.9 million Canadian temporary visas …
15:10, The liberal government is facilitating a social invasion to remain in power. They provide benefits to certain groups and say, "We, the liberals, did this for you. Vote for us, or you'll lose everything." …
15:10, The liberal government is facilitating a social invasion to remain in power. They provide benefits to certain groups and say, "We, the liberals, did this for you. Vote for us, or you'll lose everything." This initiative began in 2015 under the leadership of Justin Trudeau, who is often perceived as a puppet of the World Economic Forum (WEF). Your vote is overshadowed by the large cities that are controlled by liberals. If you want a glimpse of Canada, look at what's happening in England right now. If nothing changes, that could be the future of this country!💯
Identity Attack0.027815815
Insult0.07555214
Profanity0.019690514
Threat0.00789674
Severe Toxicity0.0025367737
Low Tox 0.14429577 Constructive 0.639 Unverified_Claim
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Thank you for this report on Brampton. For context, I am a 4th generation Canadian, my ancestors immigrated here a few years prior to confederation in 1867. I have worked in the tool and die …
Thank you for this report on Brampton. For context, I am a 4th generation Canadian, my ancestors immigrated here a few years prior to confederation in 1867. I have worked in the tool and die industry for decades and many of my associates work for or manage tool and die businesses in Brampton. Everyone in Brampton knows what is changing there. When I try to explain to my friends that what is happening in Brampton is not balanced, they do not understand, they think I am a racist. I told them that my Indian friends in Brampton feel the same way I do. They look at me like a deer in the headlights. Nothing has turned me against a politician so vehemently as Justin Trudeau's management of immigration. The man had no idea how to effectively manage immigration in a way which would integrate people into a culture and society such as Canada. That certainly is not creating a microcosm of one nation in a city.
Identity Attack0.07012023
Insult0.06512285
Profanity0.022013342
Threat0.0089712385
Severe Toxicity0.003566742
Low Tox 0.14429577 Constructive 0.874
Sep 26, 2025 59 likes Inside Canada's Indian Metropolis (Brampton)
It’s not their fault for trying to get ahead in life all Immigrants that came to canada especially Ontario migrated to certain pockets in Toronto so it’s no different for the Indian population to migrate …
It’s not their fault for trying to get ahead in life all Immigrants that came to canada especially Ontario migrated to certain pockets in Toronto so it’s no different for the Indian population to migrate to brampton good for them
Identity Attack0.12735364
Insult0.03511308
Profanity0.01764096
Threat0.006835188
Severe Toxicity0.0031852722
Low Tox 0.14256015 Constructive 0.52
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Filipino studying in Canada, it’s kind of frustrating that a certain group of international students if you know, you know is ruining the immigration system, and the blame ends up on those of …
As a Filipino studying in Canada, it’s kind of frustrating that a certain group of international students if you know, you know is ruining the immigration system, and the blame ends up on those of us who came here legally. Some Filipinos who chose to study here have already gone back to the Philippines because life here is difficult and we see no future anymore in Canada. Others have moved to the United States to work as nurses or to Singapore instead, because we realize that the money we invested in paperwork and tuition fees is no longer worth it. Meanwhile, we see many Indian students at school who only attend classes when there’s an exam or quiz.
Identity Attack0.10221587
Insult0.058475737
Profanity0.017982552
Threat0.007534259
Severe Toxicity0.0030708313
Low Tox 0.14256015 Constructive 0.605 Personal_Narrative
Sep 30, 2025 290 likes IRCC Names India in Study …
Well.. What goes around comes around it is said. When the settlers from Europe,, Great Britain came to this huge beautiful land blessed with a bountiful, lavish nature did they ever care to understand,study and …
Well.. What goes around comes around it is said. When the settlers from Europe,, Great Britain came to this huge beautiful land blessed with a bountiful, lavish nature did they ever care to understand,study and respect the value and life of those original natives who were the very first pioneers of Canada? Did they adopt their ways language and culture at least to a certain extent? Leave alone adopting or understanding. They took over the entire country and it's peoples through a brutal form of genocide and erasure of their beautiful natural way of life. Thekr lands were stolen, their languages extinguished, their culture spurned and erased.. These immigrants from Europe believed in their fanatical missionary zeal that they were saving the souls of tjese natives by forcing Christianity down their throats proudly announcing that they were on a civilising mission. Babies were stolen from their mothers and brought up as Christians. Families were separated leaving mothers in anguish never to see their children again. Slaughter of those who resisted became an accepted norm until the original native of Canada became a disappearing entity and those who survived are till today just surviving. It is to these people that Canada belongs and not to the invading anglo saxon proyestants and Christian evangelists or the mogrants from across the world. If anyone has a right to protest and femand their land back ots the native Canadians. It should be their government not of those who took over. So get a lottlr acquainted with true history and look at things with am intelligent honest perspective.. .
Identity Attack0.053854458
Insult0.06582214
Profanity0.025634222
Threat0.008311004
Severe Toxicity0.0037002563
Low Tox 0.13908891 Constructive 0.609
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
As someone who is born in Canada as an Indian. This is absolutely sad to here. I want the best for Canadians who are born and raised here. I have 10 years of experience working …
As someone who is born in Canada as an Indian. This is absolutely sad to here. I want the best for Canadians who are born and raised here. I have 10 years of experience working in the nation I was raised and I am having some people have my job who aren't even fit for the job. It makes no sense to me. Our wages have stalled due to international students for a better life, but at the end I want money just like other Canadians who have been here for ages. Also we need to end why our government allows lucrative hiring contracts overseas for cheaper positions in certain degrees and diplomas. In addition, why are all of our call centers placed all over the world. From Africa, south east Asia, South Asia. Those jobs can be available here. We can have a decomcratic country if our country didn't care about just "growth" we didn't need more immigration. We needed systematic change in government, schools, common sense, I could go on. I think us as Canadians don't know how corrupt the world really is. Look at other countries and how they work. It's lucrative essentives to benefit only certain people. I would rather have our tax payer money be used to fix the system. My dad's been here since the 1980s and he is sad for everyone. This is a loss on both ends. We didn't create new universities, new highways to support the population, no hospitals, new schools. I remember when my class sizes were 18 to 20 kids. We need change, not radical because we were never that. Let's do what we do best and be Canadians for us first.
Identity Attack0.09410924
Insult0.04383647
Profanity0.019758832
Threat0.0074306927
Severe Toxicity0.0032806396
Low Tox 0.11419344 Constructive 0.85 Personal_Narrative
Oct 1, 2025 1 likes IRCC Names India in Study …
When you work with certain people they go to management and lie about you so you can be fired. Then they bring in their own kind to replace you. There is a lot that I …
When you work with certain people they go to management and lie about you so you can be fired. Then they bring in their own kind to replace you. There is a lot that I can say.
Identity Attack0.0048097214
Insult0.058475737
Profanity0.015523086
Threat0.011223801
Severe Toxicity0.0018596649
Low Tox 0.11378009 Moderate Con 0.402
Aug 27, 2025 Why Canadians Are Turning Against …
i lived in brampton/bramalea 1971-1997. when i went to school in 70s we already called it "bramladesh" and certain buildings were "curry corners" or "turban towers". also a lot of newfoundlanders went there. even then, …
i lived in brampton/bramalea 1971-1997. when i went to school in 70s we already called it "bramladesh" and certain buildings were "curry corners" or "turban towers". also a lot of newfoundlanders went there. even then, it was more or less "normal"...but now its the car accident and domestic violence capital of canada. also, the school my older sister attended in the next town over, malton, was turned into hindu temple in the 80s. malton was formerly an italian stronghold but was also completely taken over by indians in the 80s and 90s.
Identity Attack0.058856625
Insult0.04852104
Profanity0.024609445
Threat0.01254427
Severe Toxicity0.004272461
Low Tox 0.11378009 Constructive 0.614 Personal_Narrative
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.