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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: "A lot of this is …" 580 comments · Page 15 of 24
lol, Quality and quantity of Immigrants down in last few years. IMO, blame should go to the law and rule makers else everyone who wants a better life will try lot to make a better …
lol, Quality and quantity of Immigrants down in last few years. IMO, blame should go to the law and rule makers else everyone who wants a better life will try lot to make a better life
Identity Attack0.10221587
Insult0.033239998
Profanity0.020373698
Threat0.0077154995
Severe Toxicity0.0034713745
Low Tox 0.15213956 Moderate Con 0.361
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
I KNOW. Its hard. Our host, trying, trying, straining to comprehend the big picture. This was a decent logical interview. Kenney called out 'post nationalist' the death of history insane ideology. And the two of …
I KNOW. Its hard. Our host, trying, trying, straining to comprehend the big picture. This was a decent logical interview. Kenney called out 'post nationalist' the death of history insane ideology. And the two of you showed how it has been rejigged, a lot of the details. Good job. Honestly, excellent interview. I saved it to my PC. Here is the hard part. Excepting the US, the entire west, UK, Germany, France, Spain, Canada, Australia etc, is engaging the same precise nation wrecking migration policies. Ponder the concept - its a global plan. THAT is the hard part. Stretch your mind Lilley, you can do it. You would start to wonder whether its one arm of an overall decline of the west actual plan. Wreck energy, agriculture, public finances, flood the place with unvetted migrants to swamp the place, deride the history, promote shame, wreck the very concept of a family, de-industralize. Make us all poor, dependent, minorities in our own homeland. Keep gnawing away at free speech, arrest grandmas for posting why is the local hotel full of migrants who dont speak english? Just how it is man. I know, its hard to comprehend. Facts are facts however.
Identity Attack0.045901958
Insult0.06984934
Profanity0.02433617
Threat0.009074804
Severe Toxicity0.0031661987
Low Tox 0.15213956 Constructive 0.797 Unverified_Claim
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Cutting immigration to 100000 perm residents each year would solve a lot
Cutting immigration to 100000 perm residents each year would solve a lot
Identity Attack0.10221587
Insult0.021417208
Profanity0.0157622
Threat0.025098583
Severe Toxicity0.005569458
Low Tox 0.15103401 Low Con 0.256
Jan 13, 2026 Canada’s new rules in 2026
Wow, they get $ 50.000 tax free dollars the first year…must be nice, I wish I made that much money. And the also get 25,000 tax free dollars to set up their house …I never …
Wow, they get $ 50.000 tax free dollars the first year…must be nice, I wish I made that much money. And the also get 25,000 tax free dollars to set up their house …I never got that! and they also get the child tax free benefit too…..if they have 8-10kids wow ..they are making over six figures tax free ..free dental, free RX….I have to work hard for that! No freebies for the hard working Canadian tax payers! No wonder they all want to come to Canada …the land of milk and honey and easy money…why work? She forgot to mention that a lot of refugees never pay back the money for their air fare costs to come here ..ever! A lot of them complained when they had to go on welfare after a year…a drop on income…..oh no …maybe they have to go out in the cold to work everyday…..no , just have another kid or two…why work right. No wonder we pay high taxes in Canada!
Identity Attack0.06294931
Insult0.06652143
Profanity0.020783609
Threat0.0068287146
Severe Toxicity0.0048065186
Low Tox 0.15103401 Constructive 0.651
Aug 23, 2023 2 likes How much do refugees and …
This is also happening in UK and Australia lots of Indian students are using fake documents not only in Canada.
This is also happening in UK and Australia lots of Indian students are using fake documents not only in Canada.
Identity Attack0.1232452
Insult0.04090862
Profanity0.014259194
Threat0.0065827454
Severe Toxicity0.0025749207
Low Tox 0.15103401 Moderate Con 0.313
Sep 30, 2025 103 likes IRCC Names India in Study …
Could it be how others act towards them maybe that's why they stay to themselves a lot of Asians do that also..idk
Could it be how others act towards them maybe that's why they stay to themselves a lot of Asians do that also..idk
Identity Attack0.16159154
Insult0.030816011
Profanity0.049928714
Threat0.008155655
Severe Toxicity0.0044059753
Low Tox 0.15048122 Constructive 0.59 Moral_Argument
Sep 26, 2025 Inside Canada's Indian Metropolis (Brampton)
Discuting! There is family who were in Québec for 2-3 years and learn french, have a job and there children go to school and now are afraid to be deported! It is unfair because they …
Discuting! There is family who were in Québec for 2-3 years and learn french, have a job and there children go to school and now are afraid to be deported! It is unfair because they were in a program who said that come to Canada and you will have citizenship if you adapt to our country. We change the rules in middle of the program!!! Those people left everything to come to our country! It's an honor for us that they choose to come here. We need people for specific jobs and send them back??? That is looking like Trump manner!!! We should be angry and ashame of the way liberal treat those people!!! We live in a really crual world! Where are our humanity and empathy??? There is a lot of good people who come here to have a good life and be good citizens. I met an young woman from Ukraine and I said to her: I love Ukraine! She jump in my arms and put her head in my shoulder!!! That is a moment I will never forget...
Identity Attack0.058856625
Insult0.061626412
Profanity0.017777596
Threat0.007624879
Severe Toxicity0.004081726
Low Tox 0.1460314 Constructive 0.792 Moral_Argument
Jan 1, 2026 Deportations From Canada at Their …
I used to come to Brampton in 2008 for shopping because they had a lot of outlets then. It was already majorly South Asian/Indian then. It's probably been like this for 30 years. This isn't …
I used to come to Brampton in 2008 for shopping because they had a lot of outlets then. It was already majorly South Asian/Indian then. It's probably been like this for 30 years. This isn't new. Most of the GTA has been like this for many years. Whites were becoming a minority for the last 20 years country wide due to birth rate even before the cost of living crisis. Foreign people are more family oriented than us. A child free lifestyle is unusual for them.
Identity Attack0.1508922
Insult0.031036375
Profanity0.023106437
Threat0.0072235605
Severe Toxicity0.0039482117
Low Tox 0.1460314 Constructive 0.715 Personal_Narrative
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
4:58 As an African, im not offended at all. Our brothers and sisters abroad have been painting a vividly bad image of us, but we do have a lot of intelligent and kind hearted people …
4:58 As an African, im not offended at all. Our brothers and sisters abroad have been painting a vividly bad image of us, but we do have a lot of intelligent and kind hearted people too. 4:59
Identity Attack0.089973204
Insult0.029493837
Profanity0.055940874
Threat0.011819307
Severe Toxicity0.005302429
Low Tox 0.14256015 Constructive 0.732 Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...
There’s also a lot of gun violence in Brampton and home invasions. That place is the biggest joke in Ontario. Sad to see this happen
There’s also a lot of gun violence in Brampton and home invasions. That place is the biggest joke in Ontario. Sad to see this happen
Identity Attack0.03636306
Insult0.03885912
Profanity0.01354185
Threat0.029587816
Severe Toxicity0.0041389465
Low Tox 0.14256015 Moderate Con 0.388 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I feel like showing a homeless shelter and saying no indian is pretty bias. Ive been homeless before, and anytime you go to a sikh temple, its part of their religion to feed you. They …
I feel like showing a homeless shelter and saying no indian is pretty bias. Ive been homeless before, and anytime you go to a sikh temple, its part of their religion to feed you. They serve meals and tea pretty much every day. Regardless of race or religon. A lot of it is vegetarian, but when you are homeless it can be a blessing 🧡
Identity Attack0.1508922
Insult0.02982438
Profanity0.03239325
Threat0.008466354
Severe Toxicity0.004463196
Low Tox 0.1373533 Constructive 0.787 Solidarity
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
I still see streets are full of people and especially Toronto and lots of food delivery drivers so it is a lie and I don't believe it.
I still see streets are full of people and especially Toronto and lots of food delivery drivers so it is a lie and I don't believe it.
Identity Attack0.006289636
Insult0.07016616
Profanity0.013166099
Threat0.006317357
Severe Toxicity0.0013923645
Low Tox 0.12867521 Constructive 0.633 Unverified_Claim
Dec 24, 2025 1 likes Deportations From Canada at Their …
Why do people keep assuming that you just jump the border and get into Canada? Keep crying. Everybody here came legally, so stop assuming otherwise. Just because you see a lot of us doesn’t mean …
Why do people keep assuming that you just jump the border and get into Canada? Keep crying. Everybody here came legally, so stop assuming otherwise. Just because you see a lot of us doesn’t mean anyone came illegally. Is it our fault there are many of us? Most foreigners can’t even pass the IELTS to qualify for a study or work visa, so either accept it or move on.
Identity Attack0.055673428
Insult0.047349896
Profanity0.01627459
Threat0.0074565844
Severe Toxicity0.0027656555
Low Tox 0.12520397 Moderate Con 0.481 Moral_Argument
Sep 21, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Most of immigration know nothing about the law or the procedures that are followed at their ministry. The immigration world in Canada is an unknown story for all. Lots of immigrants are complaining about their …
Most of immigration know nothing about the law or the procedures that are followed at their ministry. The immigration world in Canada is an unknown story for all. Lots of immigrants are complaining about their cases and their unfair treatment with their files, and it is a big dilemma. I hope that the government of Canada forms a fair community and ask them to audit the immigration ministry, and they will find huge corruption.
Identity Attack0.06385879
Insult0.062150877
Profanity0.013405213
Threat0.0065956907
Severe Toxicity0.0018501282
Low Tox 0.12520397 Constructive 0.713 Policy_Critique
Nov 25, 2025 Thousands of refugees allowed into …
Canada's population is now almost 10% Indian, maybe more if we can accurately count the ones illegally staying in the country (trust me there's lots). That is THE HIGHEST percentage of Indian population from any …
Canada's population is now almost 10% Indian, maybe more if we can accurately count the ones illegally staying in the country (trust me there's lots). That is THE HIGHEST percentage of Indian population from any non-Hindu/Muslim majority country, and second in TOTAL only to the United States, who has 10x our population. Think about that.
Identity Attack0.1714862
Insult0.025929155
Profanity0.012995303
Threat0.0063432488
Severe Toxicity0.002822876
Low Tox 0.12520397 Constructive 0.519
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Journalism is very important for sure, but empathy is even more important. People from 1st world countries will never understand how is it to live on a place that was colonized by the 1st world …
Journalism is very important for sure, but empathy is even more important. People from 1st world countries will never understand how is it to live on a place that was colonized by the 1st world countries, can only guess about it. Thanks for sharing, I am thankful to have the opportunity to see closer whats happening, you took lots of risks, hopefully nobody will get hurt. Pray for every God you can, without faith we are only animals eating, sleeping, mating and defending ourselves, pretending to be better than someone else. Peace
Identity Attack0.04048799
Insult0.06512285
Profanity0.025360947
Threat0.009359611
Severe Toxicity0.003643036
Low Tox 0.123468354 Constructive 0.756 Moral_Argument
Feb 7, 2026 Inside Canada's Indian Invasion...
The only reason you can use the term Immigrant is because the govt issued visas. But that being said the govt fast tracked the usual immigrant process which takes months to years. So in actuality …
The only reason you can use the term Immigrant is because the govt issued visas. But that being said the govt fast tracked the usual immigrant process which takes months to years. So in actuality this is not legitimate immigrants. It's unlawful what the govt has done and therefore these people are immigrants under cover of law. Or color of law. It's defacto. I call them illegal migrants. Most are not doctors or engineers or trades people even. Most are young men from 19 to their 30's. According to Investigative Journalist Joshua Philipp of the Epoch Times, Through visiting Darian gap, he found UN tents helping illegal migrants to get to the US. But they had to pass through cartel territory. They had to pay the cartels a fee or die or be raped or both. Yes it's brutal some things but apparently before Obama left office he signed an international agreement to import people globally from mostly Islamic countries and create open borders. We see Chinese, and many people from different parts of South America and even Africa crossing to the US. A lot of whom end up in Canada. So before they cross into the US they toss their IDs Especially if they are from countries that are flagged by the US as questionable or terrorist possibilities. So this leads to a lot coming to Canada. I'm sure you heard of Roxham Rd crossing? It's officially closed but people still cross into Canada from the US going through there. There's also piles of IDs at that border crossing also. Anyways these open border policies has cut out in depth screening so we really don't know who is in Canada as true asylum seekers or immigrants. To add to this complexity, over 300,000 Canadian travel documents have been stolen from CBSA Canadian Border Services Agency. 280,000 of those were blank Canadian passports. SO we really don't know who's walking on Canadian soil. This was confirmed by Luc Sabourin a former CBSA agent. He got forced out because he was asking the right questions and giving the right evidence. Here's the interview with Joshua and the interview with Luc. Have a watch n listen. https://www.youtube.com/watch?v=obgZ-Oh6Es0&t=4s https://www.youtube.com/watch?v=QdIjTSAzUXE&t=91s JamCan I'm with you 100% you are right on the money ! Great work.
Identity Attack0.09162762
Insult0.05027775
Profanity0.023516348
Threat0.0077284453
Severe Toxicity0.0034332275
Low Tox 0.123468354 Constructive 0.797
Aug 26, 2025 Why Canadians Are Turning Against …
This is a slap in the face to someone who spent over a year preparing to come to Canada. I spent tume and effort and lots of money and sleepless nights to make a perfect …
This is a slap in the face to someone who spent over a year preparing to come to Canada. I spent tume and effort and lots of money and sleepless nights to make a perfect application. I made sure I be 100% honest bcuz its mainly part of my religion. When i got accepted and came , I counted the hours in my part time and paid attention that i dont work any extra min over my 20 hours during studies, I did the same for my PGWP and PR application. Its hurts my soul that someone can be dishonest and gets a slot in the quota competing with people who are doing it like me. Its insulting. If those ppl who are not decent enough to submit an honest application and follow the rules they should not be allowed a spot in the quota. They should be removed and sent back to where they came from. Canada should bot tolerate frauds. We literally came gere for a better life , a safer life. By accepting frauds in, you're telling future applicanys to cheat thier way into here.
Identity Attack0.019676208
Insult0.0623257
Profanity0.027683776
Threat0.012078222
Severe Toxicity0.0036621094
Low Tox 0.121732734 Constructive 0.695 Personal_Narrative
Oct 31, 2025 IRCC Names India in Study …
So what it's costing taxpayers...what do you think gov't support of border hopping migrants, immigrants, and south asian business owners abusing the temp foreign worker program and milking it is doing...it's costing taxpayers a lot …
So what it's costing taxpayers...what do you think gov't support of border hopping migrants, immigrants, and south asian business owners abusing the temp foreign worker program and milking it is doing...it's costing taxpayers a lot more than these deportations. Let's ramp up the deportations, let's ramp up stripping citizenship from new canadians convicted of federal crimes....
Identity Attack0.10221587
Insult0.033901088
Profanity0.012073003
Threat0.0104988385
Severe Toxicity0.0032424927
Low Tox 0.12086493 Constructive 0.529 Economic_Argument
Dec 30, 2025 Deportations From Canada at Their …
It's possible these marriages aren't ALL fakes. Consider, a lot of immigrants are under SO MUCH STRESS such that THEY PROGRESS SO RAPIDLY, that if they are only married for 5 months, it IS AS …
It's possible these marriages aren't ALL fakes. Consider, a lot of immigrants are under SO MUCH STRESS such that THEY PROGRESS SO RAPIDLY, that if they are only married for 5 months, it IS AS IF the couple has been married 40 years and the co-repondent gets pulled forward in the exact same way psychologically. IR, TIME MOVES FORWARD.
Identity Attack0.09824528
Insult0.035443626
Profanity0.018392462
Threat0.0067057298
Severe Toxicity0.0030136108
Low Tox 0.12086493 Constructive 0.588 Personal_Narrative
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Honestly, they are great people and I think they bring a lot of culture and family orientation back to Canada I feel like it’s roots. I mean, we are the first generation with cell phones …
Honestly, they are great people and I think they bring a lot of culture and family orientation back to Canada I feel like it’s roots. I mean, we are the first generation with cell phones so things aren’t gonna go well for the first generation so I hope to see change in the next, but I really hate the racism. Because at the end of the day, this world belongs to all of us. I’m married to a Punjab. And I’m very thankful I met him feel like a lot of Canadian men. Have become victims to the red pill ideology or cell phones are really just becoming a part of their ideologies. Indian families bring back real love and authenticity. My only problem is the criminals that are coming into the country that are hurting people when we already have enough problems in our own country.
Identity Attack0.10221587
Insult0.046764325
Profanity0.035900343
Threat0.008919456
Severe Toxicity0.0045394897
Low Tox 0.119997114 Constructive 0.799 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
Ik they like to do a lot of fraud
Ik they like to do a lot of fraud
Identity Attack0.004643231
Insult0.082866095
Profanity0.051181246
Threat0.0065050707
Severe Toxicity0.007209778
Low Tox 0.11912931 Low Con 0.278 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Mass arrests, pull them over and ask them for ID. We are at a breaking point in this country. No jobs, bad economy stagnant growth. The same old politics playing between liberals and conservatives has …
Mass arrests, pull them over and ask them for ID. We are at a breaking point in this country. No jobs, bad economy stagnant growth. The same old politics playing between liberals and conservatives has cost the Canadian people a lot. We are getting tired!!
Identity Attack0.019776696
Insult0.03768798
Profanity0.013029462
Threat0.040638234
Severe Toxicity0.003566742
Low Tox 0.1182615 Moderate Con 0.455
Sep 29, 2025 12 likes IRCC Names India in Study …
Bring back 500$ Apartments and 500$ Beater cars and I'll make lots of babies for Canada. Can't pick up a girl in a tent and an expired bus pass.
Bring back 500$ Apartments and 500$ Beater cars and I'll make lots of babies for Canada. Can't pick up a girl in a tent and an expired bus pass.
Identity Attack0.034300596
Insult0.030044744
Profanity0.016411226
Threat0.040638234
Severe Toxicity0.0050354004
Low Tox 0.1182615 Moderate Con 0.427 Economic_Argument
Sep 3, 2025 Why Canadians Are Turning Against …
Too many people not enough jobs for Canadians good to hear a lot of them that I have worked with have no work ethic
Too many people not enough jobs for Canadians good to hear a lot of them that I have worked with have no work ethic
Identity Attack0.06613251
Insult0.055547886
Profanity0.01086035
Threat0.0065827454
Severe Toxicity0.0021362305
Low Tox 0.115658075 Moderate Con 0.471 Economic_Argument
Nov 21, 2025 2 likes Quebec Ends Economic Immigration Program …

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.