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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

click to expand

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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "Why do the people let …" 270 comments · Page 11 of 11
People need to accept the truth. Canada was doing well until it stopped being European only. Europeans of all cultures built successful, clean stable advanced nations. We then let in the rest and the country …
People need to accept the truth. Canada was doing well until it stopped being European only. Europeans of all cultures built successful, clean stable advanced nations. We then let in the rest and the country fell apart.
Identity Attack0.030433474
Insult0.018645585
Profanity0.010911589
Threat0.0066927844
Severe Toxicity0.0013446808
Low Tox 0.051810697 Moderate Con 0.409 Identity_Assertion
Oct 8, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
God bless you for bringing up such an important issue to Canadian people that are facing these days. Let's hope that more real Canadians will raise their voices and concerns about NEW immigrants. I hope …
God bless you for bringing up such an important issue to Canadian people that are facing these days. Let's hope that more real Canadians will raise their voices and concerns about NEW immigrants. I hope something can be done before its too late! It breaks my heart not to see Canada as 50 years ago any more. 😢
Identity Attack0.033527173
Insult0.018967867
Profanity0.0098868115
Threat0.006602164
Severe Toxicity0.0014400482
Low Tox 0.05131592 Constructive 0.745
Aug 25, 2025 Why Canadians Are Turning Against …
Totally agreed. If you want to maintain your culture then do not migrate. But whose fault is this? Canada and some other western countries give too much freedom to immigrants to do whatever they want. …
Totally agreed. If you want to maintain your culture then do not migrate. But whose fault is this? Canada and some other western countries give too much freedom to immigrants to do whatever they want. So people started keep practicing their own culture instead of adopting the Canadian culture. It's not their fault. That's human nature. Government should have controlled the immigration not letting large ethnic groups created within Canada.
Identity Attack0.0376521
Insult0.01625293
Profanity0.009801413
Threat0.006479179
Severe Toxicity0.0013923645
Low Tox 0.050078966 Constructive 0.677 Policy_Critique
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
if you only build 100 000 housing units a year, but you let in 250 000 people and their families members....the math doesnt add up. flood the cities with people you have destitution and homelessness.
if you only build 100 000 housing units a year, but you let in 250 000 people and their families members....the math doesnt add up. flood the cities with people you have destitution and homelessness.
Identity Attack0.0059936526
Insult0.017614283
Profanity0.010313802
Threat0.007974415
Severe Toxicity0.0013637543
Low Tox 0.04216247 Moderate Con 0.449 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
I can tell you one thing, around the 11:00 minute mark I learned these people definitely were not let in to Canada for their singing talent or Music writing skills, it really seems like everything …
I can tell you one thing, around the 11:00 minute mark I learned these people definitely were not let in to Canada for their singing talent or Music writing skills, it really seems like everything they do, is to teach or make people run away and leave. I don't get it.
Identity Attack0.011617327
Insult0.017012933
Profanity0.011423977
Threat0.0071847234
Severe Toxicity0.0011444092
Low Tox 0.038519915 Moderate Con 0.465 Identity_Assertion
Nov 13, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Let's be clear, we added 3M people in 2 years or 3.8% per year. Too much, too fast. No one can build housing, hospitals, schools for that level of growth. We had the 4th fastest …
Let's be clear, we added 3M people in 2 years or 3.8% per year. Too much, too fast. No one can build housing, hospitals, schools for that level of growth. We had the 4th fastest growing population in the world, beating out Developing Countries in Africa. We will go back to an immigration rate of 0.8%, maybe 1% at the highest. We will still have the highest rate in the developed world.
Identity Attack0.019575719
Insult0.011236899
Profanity0.011816809
Threat0.0070034824
Severe Toxicity0.0012207031
Low Tox 0.034513097 Constructive 0.593 Policy_Critique
Feb 11, 2026 52 likes Canada's tighter immigration policy divides …
As a indigenous here, I always laugh, you're all welcome let's be fair, we're all people. Respect each other
As a indigenous here, I always laugh, you're all welcome let's be fair, we're all people. Respect each other
Identity Attack0.018470341
Insult0.011540901
Profanity0.021808386
Threat0.0073789097
Severe Toxicity0.0017166138
Low Tox 0.034041706 Constructive 0.682 Solidarity
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
That's good because they enjoyed living over there, we also are all the same people's who lived in this cruel world, so let's just enjoy it even if it's not right anymore, but at least …
That's good because they enjoyed living over there, we also are all the same people's who lived in this cruel world, so let's just enjoy it even if it's not right anymore, but at least we are still good people's.
Identity Attack0.007029593
Insult0.012680908
Profanity0.019690514
Threat0.007741391
Severe Toxicity0.0014781952
Low Tox 0.032863233 Constructive 0.595 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
We let to many of them here in Canada to be fair they are very nice people and we Canadians respect every culture but at same time they need to do the same with Canadian …
We let to many of them here in Canada to be fair they are very nice people and we Canadians respect every culture but at same time they need to do the same with Canadian culture❤
Identity Attack0.022791367
Insult0.011920903
Profanity0.013029462
Threat0.007145886
Severe Toxicity0.0013637543
Low Tox 0.03192045 Constructive 0.651
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
i dont blame them for wanting to be here. Definitely upset with the government for letting too much in the country in a short period of time. Not enough houses being built? lets invite milions …
i dont blame them for wanting to be here. Definitely upset with the government for letting too much in the country in a short period of time. Not enough houses being built? lets invite milions of people to live here
Identity Attack0.00932346
Insult0.012566907
Profanity0.010996987
Threat0.006479179
Severe Toxicity0.0008916855
Low Tox 0.030034892 Constructive 0.549 Policy_Critique
Feb 3, 2026 Inside Canada's Indian Invasion...
They started letting in "you people". That's how.
They started letting in "you people". That's how.
Identity Attack0.0039587705
Insult0.012870909
Profanity0.012551232
Threat0.0071847234
Severe Toxicity0.0011396408
Low Tox 0.028031485 Low Con 0.131
Jun 22, 2025 How Canada broke its immigration …
We let way too many people in canada.
We let way too many people in canada.
Identity Attack0.013345404
Insult0.009868891
Profanity0.010621235
Threat0.006861079
Severe Toxicity0.0011920929
Low Tox 0.025320992 Low Con 0.229 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Well Visa expires but those people have update their status and already has new one some of them got PR. But still their visa expired that means that’s also come into this number 2.9M visas. …
Well Visa expires but those people have update their status and already has new one some of them got PR. But still their visa expired that means that’s also come into this number 2.9M visas. Yes there are some people overstaying and need to be removed otherwise there will be problems. But let’s just keep our facts right
Identity Attack0.004088263
Insult0.009678889
Profanity0.012107162
Threat0.009929225
Severe Toxicity0.0012588501
Low Tox 0.025085296 Constructive 0.603 Policy_Critique
Jan 19, 2026 2.9 million Canadian temporary visas …
Let people that are working or own businesses paying taxes stay. If they are net negative. No free hand outs paid by Canadian taxpayers.
Let people that are working or own businesses paying taxes stay. If they are net negative. No free hand outs paid by Canadian taxpayers.
Identity Attack0.007288578
Insult0.012186904
Profanity0.009698936
Threat0.0062008454
Severe Toxicity0.00081062317
Low Tox 0.022964042 Moderate Con 0.344 Economic_Argument
Jan 21, 2026 2.9 million Canadian temporary visas …
“How does the government bring in so many more people?” Simple, the citizens let them.
“How does the government bring in so many more people?” Simple, the citizens let them.
Identity Attack0.003607291
Insult0.010438894
Profanity0.010433359
Threat0.0069516995
Severe Toxicity0.00084400177
Low Tox 0.021667719 Low Con 0.176 Policy_Critique
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Why do the people let this happen?
Why do the people let this happen?
Identity Attack0.0022568693
Insult0.007968879
Profanity0.012482914
Threat0.0074436385
Severe Toxicity0.0009393692
Low Tox 0.01847211 Low Con 0.295 Question
Jan 29, 2026 Inside Canada's Indian Invasion...
Well.. Arguably Nova Scotia had the advantage of being a eastern port with the potential to be greater GDP than Manhattan. Many people blame its zero or negative growth on restrictive immigration policy, whereas the …
Well.. Arguably Nova Scotia had the advantage of being a eastern port with the potential to be greater GDP than Manhattan. Many people blame its zero or negative growth on restrictive immigration policy, whereas the USA pretty much just let everyone in. Mind you, nowadays you need to be making about $140,000 USD to survive as a renter in Manhattan, so - maybe it was the correct move.
Identity Attack0.0061046463
Insult0.009317887
Profanity0.009869732
Threat0.0060778605
Severe Toxicity0.00062942505
Low Tox 0.017089844 Constructive 0.557 Comparative_Framing
Jun 21, 2025 1 likes How Canada broke its immigration …
Check the people who let them in as well, maybe they are in on it? This is a lot more organized than you might think.
Check the people who let them in as well, maybe they are in on it? This is a lot more organized than you might think.
Identity Attack0.0028118372
Insult0.009013886
Profanity0.012004685
Threat0.007586042
Severe Toxicity0.00084877014
Low Tox 0.017089844 Low Con 0.263 Unverified_Claim
Feb 21, 2026 Canadian immigration officers investigating hundreds …
GREAT!! Lets get rid of these imports that use all of what people that were born here have paid for.
GREAT!! Lets get rid of these imports that use all of what people that were born here have paid for.
Identity Attack0.00030003712
Insult0.0005755397
Profanity0.00003203911
Threat0.0002352621
Severe Toxicity0.000002753686
Low Tox 0.0026706909
Apr 19, 2025
CANADA does NOT HAVE a 'Housing Crisis". The housing crisis is in Vancouver & Toronto, because we let ALL the immigrants move there. But there are a thousand small towns across the country that need …
CANADA does NOT HAVE a 'Housing Crisis". The housing crisis is in Vancouver & Toronto, because we let ALL the immigrants move there. But there are a thousand small towns across the country that need immigrants to stop from becoming ghost towns. The failure was in the Liberal Party deciding that getting the immigrant vote was how to win elections, so they let immigrants decide where to go, which didn't help the country. I should know.. I owned a 28-suite apt. block in Winnipeg (not even a small town!) and my property value dropped below the mortgage cost because more people were leaving Manitoba than entering at that time. I lost my block. Thanks, Liberal Party of Canada.
Identity Attack0.00016257107
Insult0.0002154967
Profanity0.000020543059
Threat0.000033083004
Severe Toxicity0.0000023985558
Low Tox 0.0006092379
Apr 23, 2025

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.