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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: "Its not the people who …" 4,268 comments · Page 141 of 171
People irrespective of their ethnic background are Canadian if they are Canadian national. However, if those Canadian nationals are livid with migration control because it disfavours their ethnic kins from homeland, then they are prioritising …
People irrespective of their ethnic background are Canadian if they are Canadian national. However, if those Canadian nationals are livid with migration control because it disfavours their ethnic kins from homeland, then they are prioritising ethnicity over nationality which already an integral threat to Canada.
Identity Attack0.078392304
Insult0.022706337
Profanity0.0113044195
Threat0.008841781
Severe Toxicity0.0022125244
Low Tox 0.10002319 Constructive 0.543 Moral_Argument
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
they must leave. Canada is already full of people. Job is very hard to find and cost of living is skyrocketing !! Look at immigration policy like Poland. Canada needs to take care its own …
they must leave. Canada is already full of people. Job is very hard to find and cost of living is skyrocketing !! Look at immigration policy like Poland. Canada needs to take care its own people first. Always .
Identity Attack0.036878675
Insult0.028942931
Profanity0.012414595
Threat0.007417747
Severe Toxicity0.001821518
Low Tox 0.10002319 Constructive 0.516
Jan 17, 2026 2.9 million Canadian temporary visas …
It will be Candia..People will become Candian ...😅😅😅
It will be Candia..People will become Candian ...😅😅😅
Identity Attack0.057037655
Insult0.023479814
Profanity0.028230323
Threat0.009722093
Severe Toxicity0.0041389465
Low Tox 0.10002319 Low Con 0.233
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
If they're such good and hardworking people why dont they build their own country up?
If they're such good and hardworking people why dont they build their own country up?
Identity Attack0.051580742
Insult0.020837102
Profanity0.015147334
Threat0.0072365063
Severe Toxicity0.0023937225
Low Tox 0.09958932 Low Con 0.242 Moral_Argument
Nov 22, 2025 5 likes Quebec Ends Economic Immigration Program …
Immigration has increased because the government needs more people for the economy. The population 25+ years ago was enough to keep with the costs and demand. Now, Canada probably has a lot of demand and …
Immigration has increased because the government needs more people for the economy. The population 25+ years ago was enough to keep with the costs and demand. Now, Canada probably has a lot of demand and needs an influx of people both for education and jobs. Indians are enticed to come because they hear about towns that cater towards Indians like Brampton. Chinese people used to be the majority of immigrants and that was because Chinatowns would cater to them. Not to mention, these immigrants likely have temporary worker or student visas. These an whole thing with the student visas but I don't want to get into it. So Amazon and other large companies need a lot of workers for their demand and look outside of Canada to fill the job numbers. Meanwhile, Canadians that have been here for awhile are on the streets and jobless. So basically, Canada needs immigration for its demand but I think when too many people come all at once and from usually one country, Canadians will notice the change and feel the tensions that come with it.
Identity Attack0.08004672
Insult0.027476108
Profanity0.015625564
Threat0.0069516995
Severe Toxicity0.0024032593
Low Tox 0.09958932 Constructive 0.716
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
I wonder what the First Nations people are thinking of this video.
I wonder what the First Nations people are thinking of this video.
Identity Attack0.037136484
Insult0.020450363
Profanity0.02208166
Threat0.00948907
Severe Toxicity0.0030708313
Low Tox 0.09958932 Moderate Con 0.377
Dec 9, 2025 Inside Canada's Indian Metropolis (Brampton)
As long as people dont steal and hurt people, i dont see a problem tbh. Human is human and humans can adapt.
As long as people dont steal and hurt people, i dont see a problem tbh. Human is human and humans can adapt.
Identity Attack0.006474625
Insult0.022448512
Profanity0.02973333
Threat0.0347677
Severe Toxicity0.0028800964
Low Tox 0.09958932 Moderate Con 0.406 Moral_Argument
Feb 22, 2026 1 likes Inside Canada's Indian Invasion...
Come on. Our country needs people to sustain economic growth. The issue is that we have given billionaires and corporations tax breaks instead of building infrastructure. Let’s quit the finger pointing and just use those …
Come on. Our country needs people to sustain economic growth. The issue is that we have given billionaires and corporations tax breaks instead of building infrastructure. Let’s quit the finger pointing and just use those immigrants to build our infrastructure just like we did in the 50s and 60s
Identity Attack0.053854458
Insult0.02657372
Profanity0.0118338885
Threat0.007029374
Severe Toxicity0.001964569
Low Tox 0.09915545 Moderate Con 0.493
Jun 18, 2025 1 likes How Canada broke its immigration …
Around 1492, some Europeans invaded the American continent and later began calling themselves Americans. Now people from other countries have started living there and earning, and those same people call it an invasion. 😅
Around 1492, some Europeans invaded the American continent and later began calling themselves Americans. Now people from other countries have started living there and earning, and those same people call it an invasion. 😅
Identity Attack0.057492398
Insult0.020837102
Profanity0.01846078
Threat0.0076766624
Severe Toxicity0.0024986267
Low Tox 0.09915545 Moderate Con 0.459 Comparative_Framing
Feb 14, 2026 4 likes Inside Canada's Indian Invasion...
It's was never about the ethnicity of the people coming into the country but the quantity and quality of those immigrants. We all see it everyday, you see the majority of these new immigrants as …
It's was never about the ethnicity of the people coming into the country but the quantity and quality of those immigrants. We all see it everyday, you see the majority of these new immigrants as uber drivers and/or food delivery or some minimum wage job. I have a lot of 1st gen indo-canadian friends and even they admit that this uncontrolled immigration is hurting their image
Identity Attack0.07921951
Insult0.026315894
Profanity0.0117997285
Threat0.0063432488
Severe Toxicity0.0017356873
Low Tox 0.09915545 Constructive 0.707 Policy_Critique
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
They all move where the YT people are because deep down they know YT people are better and have better societies. They can’t make desirable societies on their own. Always following YT around.
They all move where the YT people are because deep down they know YT people are better and have better societies. They can’t make desirable societies on their own. Always following YT around.
Identity Attack0.026007013
Insult0.029934563
Profanity0.027410502
Threat0.0071847234
Severe Toxicity0.0023651123
Low Tox 0.09915545 Low Con 0.165 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
I stand with this woman. I stand with all the people in the beginning of this video as a white man. I see other people, and they see me. You will not judge me for …
I stand with this woman. I stand with all the people in the beginning of this video as a white man. I see other people, and they see me. You will not judge me for my skin. Cause I do not judge you for yours. I acknowledge that we are different races, but we are still humans, I was raised Canadian through-and-through. To be kind of people is so deeply and rooted in my blood but then it hurts that I let people do the things they have.This woman is right We need to hold people accountable.Canada is not the country it used to be
Identity Attack0.0775651
Insult0.026702631
Profanity0.024199532
Threat0.009981008
Severe Toxicity0.0038146973
Low Tox 0.09915545 Constructive 0.817
Aug 28, 2025 2 likes Why Canadians Are Turning Against …
I think RocaNews you need to be a little more thoughtful into your questioning. I'm also feeling like it's a little lazy to do this research and not include certain data points with it. Or …
I think RocaNews you need to be a little more thoughtful into your questioning. I'm also feeling like it's a little lazy to do this research and not include certain data points with it. Or to actually create processes/opportunities to get "newcomers" and "long-time residents" to speak together, a division of people that is far more complicated than the division you add to in this documentary. Think about your values and what the goal of this is. Reflect on this before you just go do the same elsewhere. Look at the comments. What are you adding to/contributing to relieving tension within and between communities? What is your overall purpose.
Identity Attack0.0037367835
Insult0.05144889
Profanity0.02126184
Threat0.0066151097
Severe Toxicity0.0014019012
Low Tox 0.09872158 Constructive 0.733 Meta_Commentary
Jan 22, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
What bugs me is the garbage on the streets,there is a garbage can right there and it's not used,people literally put the garbage next to the can if your lucky😊
What bugs me is the garbage on the streets,there is a garbage can right there and it's not used,people literally put the garbage next to the can if your lucky😊
Identity Attack0.0035702933
Insult0.027605021
Profanity0.026044132
Threat0.0063367756
Severe Toxicity0.0016403198
Low Tox 0.09872158 Constructive 0.523 Personal_Narrative
Aug 28, 2025 2 likes Why Canadians Are Turning Against …
Canada needs to crack down on this as soon as possible. This situation is getting out of control! How is the government letting so many people in on fraudulent documents and then not even deporting …
Canada needs to crack down on this as soon as possible. This situation is getting out of control! How is the government letting so many people in on fraudulent documents and then not even deporting them?!?
Identity Attack0.015053716
Insult0.035553806
Profanity0.012141321
Threat0.009307829
Severe Toxicity0.0015163422
Low Tox 0.09872158 Moderate Con 0.366 Policy_Critique
Oct 1, 2025 IRCC Names India in Study …
Good. Keep it going agree 💯💯. Don't like to see tax dollars going there. The people being deported should be made to pay for their own flights. $300 million plus 😮😮😮too much money being spent …
Good. Keep it going agree 💯💯. Don't like to see tax dollars going there. The people being deported should be made to pay for their own flights. $300 million plus 😮😮😮too much money being spent as it is
Identity Attack0.030691283
Insult0.023028618
Profanity0.012004685
Threat0.0076119336
Severe Toxicity0.0018310547
Low Tox 0.09872158 Constructive 0.61 Economic_Argument
Dec 25, 2025 Deportations From Canada at Their …
We are all immigrants, ask the indigenous peoples.
We are all immigrants, ask the indigenous peoples.
Identity Attack0.0775651
Insult0.021546122
Profanity0.017367685
Threat0.0069905366
Severe Toxicity0.0022125244
Low Tox 0.09828771 Moderate Con 0.393
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
Oh no doubt they live better than the First Peoples of this country. Something needs to be done! And fast before this turns into something bad.
Oh no doubt they live better than the First Peoples of this country. Something needs to be done! And fast before this turns into something bad.
Identity Attack0.01656105
Insult0.026831545
Profanity0.014600786
Threat0.0097738765
Severe Toxicity0.002231598
Low Tox 0.09828771 Moderate Con 0.402
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
As an immigrant like myself, I came to study in Canada. I came to learn Canadian culture which has always been polite, humble, and friendly. Nowadays I am seeing things have changed compare with 22 …
As an immigrant like myself, I came to study in Canada. I came to learn Canadian culture which has always been polite, humble, and friendly. Nowadays I am seeing things have changed compare with 22 years ago when I came here. I learned true Canadian cultures from my host family and my Canadian friends. Honestly, there are some immigrants who are coming to Canada who are not trying to learn and even tried to integrate into the culture. You don't come to someone's home and destroy it. You want to make yourself welcomed in Canada. Canada is an amazing country please don't destroy it. I worked hard to stay in Canada and I love this country. I also pay my taxes for some people to get their free stuffs when they entered into Canada, what is going on? Love Canada and let's us united again. ❤❤❤❤❤
Identity Attack0.048737846
Insult0.032689095
Profanity0.022423252
Threat0.009230154
Severe Toxicity0.0027275085
Low Tox 0.09828771 Constructive 0.866
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
Their own people don't even want them there that must say a lot about them
Their own people don't even want them there that must say a lot about them
Identity Attack0.015757138
Insult0.029383656
Profanity0.02126184
Threat0.008466354
Severe Toxicity0.0021839142
Low Tox 0.09828771 Low Con 0.198 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
I am an immigrant & am just speechless at the decay! Living here for over 18 yrs, this wasn't what we met when we first arrived. When we came here, we schooled & worked.... Now …
I am an immigrant & am just speechless at the decay! Living here for over 18 yrs, this wasn't what we met when we first arrived. When we came here, we schooled & worked.... Now you can't find any job. I lost my job in June.... And until now I can't find another. It was tough to get EI agreed to pay me a few weeks for the same money they collected from my pay. Somebody should tell the Liberal govt to stop bringing people pls.
Identity Attack0.04332388
Insult0.028061481
Profanity0.014156717
Threat0.0066345283
Severe Toxicity0.0017738342
Low Tox 0.09785384 Constructive 0.775 Personal_Narrative
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Ive been here for alist 10 years. here's the general Canadian narrative everyone says: "when we came we worked hard, but tge new commers don't want to work." it's a false argument based on assumption. …
Ive been here for alist 10 years. here's the general Canadian narrative everyone says: "when we came we worked hard, but tge new commers don't want to work." it's a false argument based on assumption. i think the main problem is actually the fake students. it has to do with the government and not the people.
Identity Attack0.020882076
Insult0.043250903
Profanity0.013268576
Threat0.0063626673
Severe Toxicity0.0014305115
Low Tox 0.09741997 Constructive 0.677
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
True Canadians want lower immigration. The only ones that don't are foreigners living in Canada and neoliberal globalists. Canada has a population of about 41 million people right now. Only about 28 million are actual …
True Canadians want lower immigration. The only ones that don't are foreigners living in Canada and neoliberal globalists. Canada has a population of about 41 million people right now. Only about 28 million are actual "Canadians".
Identity Attack0.07673789
Insult0.027841117
Profanity0.010365041
Threat0.006136116
Severe Toxicity0.0018882751
Low Tox 0.09741997 Moderate Con 0.336 Identity_Assertion
Feb 11, 2026 5 likes Canada's tighter immigration policy divides …
this is a great news for Canadian !!! Keep Up. Canada will spend more taxpayers money as the more asylum people are accepted by immigration. Stop Any Kind of Immigration Temporarily.
this is a great news for Canadian !!! Keep Up. Canada will spend more taxpayers money as the more asylum people are accepted by immigration. Stop Any Kind of Immigration Temporarily.
Identity Attack0.061130337
Insult0.022190686
Profanity0.010450439
Threat0.008039144
Severe Toxicity0.002708435
Low Tox 0.09741997 Constructive 0.578 Call_To_Action
Dec 24, 2025 1 likes Deportations From Canada at Their …
Why did authorities trust these people in the first place ? What is the need for so many many turbans walking down the street in Canada
Why did authorities trust these people in the first place ? What is the need for so many many turbans walking down the street in Canada
Identity Attack0.025605056
Insult0.03566399
Profanity0.012038844
Threat0.0074954215
Severe Toxicity0.0019550323
Low Tox 0.0969861 Low Con 0.248 Identity_Assertion
Oct 1, 2025 2 likes IRCC Names India in Study …

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.