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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

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

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Active: "This has been planned a …" 223 comments · Page 8 of 9
I’m not shocked. One of my friends was dating a couple different men from India until they asked for her to marry them, they’d pay her money and divorce after they got their green card. …
I’m not shocked. One of my friends was dating a couple different men from India until they asked for her to marry them, they’d pay her money and divorce after they got their green card. Then said their plan was to go home, get married and bring their actual wife back to Canada.
Identity Attack0.037394293
Insult0.0154929245
Profanity0.0128245065
Threat0.006861079
Severe Toxicity0.0014209747
Low Tox 0.050573748 Moderate Con 0.482
Oct 2, 2025 IRCC Names India in Study …
This is all planned by the global elites.
This is all planned by the global elites.
Identity Attack0.009767435
Insult0.01632893
Profanity0.016479544
Threat0.008686432
Severe Toxicity0.0018596649
Low Tox 0.049584184 Low Con 0.123 Unverified_Claim
Feb 9, 2026 IRCC Names India in Study …
I believe it was a temporary program introduced during the pandemic. This whole segment doesn’t delve enough into the background to be sure of exactly who this is going to effect and how. That’s just …
I believe it was a temporary program introduced during the pandemic. This whole segment doesn’t delve enough into the background to be sure of exactly who this is going to effect and how. That’s just bad journalism. I’d like to know because I cross the path of many immigrants and care about them. If the federal government’s economic plans work out, there could be more demand for workers in the coming year, especially in and around Montreal - I also pay attention to announcements of companies setting up or expanding here - and this might be another example of the CAQ shooting themselves in the foot again. They seem oblivious that an election is coming next fall.
Identity Attack0.01374736
Insult0.02373764
Profanity0.015625564
Threat0.00666042
Severe Toxicity0.0012779236
Low Tox 0.049336795 Constructive 0.805
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Canada needs repatriation uf it wants to survive. Young Canadians can't afford housing or families. (Or is that the plan?)
Canada needs repatriation uf it wants to survive. Young Canadians can't afford housing or families. (Or is that the plan?)
Identity Attack0.029402243
Insult0.015948927
Profanity0.010689554
Threat0.007340072
Severe Toxicity0.0016498566
Low Tox 0.048594624 Moderate Con 0.336
Nov 26, 2025 Quebec Ends Economic Immigration Program …
M. Carney's plan is working as intended. We need to keep these expired temporary foreign workers here in Canada, without them, doctors and police officers would be out of work. So keeping them here creates …
M. Carney's plan is working as intended. We need to keep these expired temporary foreign workers here in Canada, without them, doctors and police officers would be out of work. So keeping them here creates more jobs. I don't care how much it costs, we can always raise taxes. On top of that, Lena Diab has great salad recipes..!
Identity Attack0.01766643
Insult0.020321451
Profanity0.012312118
Threat0.0067186756
Severe Toxicity0.0013446808
Low Tox 0.04760506 Constructive 0.837 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Carney plans to continue mass immigration all while artificially propping up the housing market to avoid a price crash.
Carney plans to continue mass immigration all while artificially propping up the housing market to avoid a price crash.
Identity Attack0.012340514
Insult0.018065477
Profanity0.010740792
Threat0.007365964
Severe Toxicity0.0012016296
Low Tox 0.04760506 Low Con 0.192 Policy_Critique
Jun 18, 2025 How Canada broke its immigration …
The why? You ask…This is part of their plan to force a “New world order” upon everyone..
The why? You ask…This is part of their plan to force a “New world order” upon everyone..
Identity Attack0.007029593
Insult0.0142009165
Profanity0.012038844
Threat0.011094344
Severe Toxicity0.0016880035
Low Tox 0.04735767 Low Con 0.162 Unverified_Claim
Oct 16, 2025 Inside Canada's Indian Metropolis (Brampton)
The over breeding plan of these many nations have come to fruition.
The over breeding plan of these many nations have come to fruition.
Identity Attack0.013646871
Insult0.01465692
Profanity0.015147334
Threat0.009204263
Severe Toxicity0.0022029877
Low Tox 0.046368107 Low Con 0.158 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Looks like Kalergi's plan is also unfolding flawlessly in Canada
Looks like Kalergi's plan is also unfolding flawlessly in Canada
Identity Attack0.0073255757
Insult0.023093075
Profanity0.011065305
Threat0.006420923
Severe Toxicity0.001039505
Low Tox 0.045378547 Low Con 0.221 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Do you ever plan to come to Russia?
Do you ever plan to come to Russia?
Identity Attack0.019073274
Insult0.013174911
Profanity0.015318131
Threat0.0076637166
Severe Toxicity0.0016117096
Low Tox 0.044388983 Moderate Con 0.306 Question
Feb 8, 2026 Inside Canada's Indian Invasion...
It's not right or tight yet. Lot of work needs to be done. Lot of people need to be sent back home. Unfortunately last 10 years immigration was done without any proper plans or objectives. …
It's not right or tight yet. Lot of work needs to be done. Lot of people need to be sent back home. Unfortunately last 10 years immigration was done without any proper plans or objectives. We all agree to that.
Identity Attack0.020580608
Insult0.014390918
Profanity0.010587076
Threat0.006925808
Severe Toxicity0.0011873245
Low Tox 0.043399423 Constructive 0.67 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …
Cultural clustering is a natural phenomenon. Even within India, if someone moves from the North to the South (or vice versa), they often seek out people from their own region/religion/community to feel a sense of …
Cultural clustering is a natural phenomenon. Even within India, if someone moves from the North to the South (or vice versa), they often seek out people from their own region/religion/community to feel a sense of familiarity and comfort. Brampton’s story reflects this same human instinct to find community and preserve traditions in a new place without disturbing the territorial harmony(but that didn't go well). At the same time, Indian culture and values are inherently inclusive, with a long history of adapting and coexisting with diverse communities. The real challenge lies not in immigrants forming close-knit groups, but in how well both newcomers and longtime residents accept and integrate with each other. When mutual respect and openness exist, diversity becomes a strength rather than a division. That said, the scale and pace of Brampton’s demographic change raise important policy questions. The Canadian government should have anticipated and planned for this transformation much earlier. Whether they did not act, or could not act, is a question only they can answer but it is central to understanding today’s challenges.
Identity Attack0.031464707
Insult0.018323302
Profanity0.016172111
Threat0.0072882893
Severe Toxicity0.0016307831
Low Tox 0.042657252 Constructive 0.725 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Before Trudeau's liberal government, Canada's permanent resident program was based on factors such as being fluent in English or French (in Quebec), passing standard exams in one's own country, being educated (Bachelor's or higher), work …
Before Trudeau's liberal government, Canada's permanent resident program was based on factors such as being fluent in English or French (in Quebec), passing standard exams in one's own country, being educated (Bachelor's or higher), work experience, family, age, and knowledge of Canada's general culture. If you had all the points, you would be selected. It took about three years, and while waiting, you could not apply for any visa to enter Canada. The security check was part of the process, and the Canadian government asked applicants to enter the country by bringing money (Like one year's salary). This system was a perfect plan, and many Western countries wanted to copy that (As I heard on many French and American radios before), but the liberals broke the system! And I still don't know why!
Identity Attack0.008250522
Insult0.024897853
Profanity0.012243799
Threat0.0061878995
Severe Toxicity0.0013065338
Low Tox 0.04216247 Constructive 0.576
Nov 23, 2025 49 likes Quebec Ends Economic Immigration Program …
Canada benefits a lot from immigration, and it’s one of the main reasons the country actively encourages newcomers. Here’s a breakdown in simple terms: ✅ Benefits of Immigration for Canada Population Growth Canada has a …
Canada benefits a lot from immigration, and it’s one of the main reasons the country actively encourages newcomers. Here’s a breakdown in simple terms: ✅ Benefits of Immigration for Canada Population Growth Canada has a low birth rate, so without immigrants, the population would shrink. Immigration helps keep the workforce young and growing. Economic Growth Newcomers fill jobs, start businesses, and pay taxes. Skilled immigrants help in industries facing shortages (healthcare, tech, trucking, etc.). Diversity & Innovation Different backgrounds bring new ideas, cultural exchange, and global connections. Many successful Canadian companies were started by immigrants. Support for Aging Population Canada has many retirees. Immigrants contribute to pension plans and healthcare systems, supporting older generations. Global Reputation Canada is seen as a welcoming, multicultural country, which boosts tourism, trade, and international partnerships. ⚠️ Challenges (but still manageable) Housing demand increases
Identity Attack0.019877186
Insult0.017012933
Profanity0.012277958
Threat0.0068999166
Severe Toxicity0.0015926361
Low Tox 0.03875561 Constructive 0.672
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
If you can't find a local person to work at your fast food restaurant, try increasing the wage, improving work conditions, providing benefits, having a retention bonus, etc Flying someone 10000 km to an urban …
If you can't find a local person to work at your fast food restaurant, try increasing the wage, improving work conditions, providing benefits, having a retention bonus, etc Flying someone 10000 km to an urban center to work at Tim Hortons only makes economic sense if you plan to exploit them.
Identity Attack0.0029228306
Insult0.015872927
Profanity0.012004685
Threat0.01086132
Severe Toxicity0.0013542175
Low Tox 0.03828422 Moderate Con 0.483
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
Kallergi plan in FULL effect!
Kallergi plan in FULL effect!
Identity Attack0.0042177555
Insult0.014086916
Profanity0.014634945
Threat0.008103873
Severe Toxicity0.003452301
Low Tox 0.038048524 Low Con 0.26 Unverified_Claim
Jun 18, 2025 4 likes How Canada broke its immigration …
All planned. WEF. All planned.
All planned. WEF. All planned.
Identity Attack0.0035517942
Insult0.014808921
Profanity0.01620627
Threat0.008129764
Severe Toxicity0.0019741058
Low Tox 0.038048524 Low Con 0.157
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
That is a funny way of spelling the Kalergi Plan.
That is a funny way of spelling the Kalergi Plan.
Identity Attack0.004994711
Insult0.015340924
Profanity0.014498309
Threat0.007521313
Severe Toxicity0.0014019012
Low Tox 0.037577134 Low Con 0.18
Jun 22, 2025 How Canada broke its immigration …
Kalergi Plan in full swing
Kalergi Plan in full swing
Identity Attack0.007917541
Insult0.015416925
Profanity0.017436003
Threat0.008712323
Severe Toxicity0.0026512146
Low Tox 0.034277402 Low Con 0.147 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Its all planned. Century initiative. Libs rolling out the plan.
Its all planned. Century initiative. Libs rolling out the plan.
Identity Attack0.007473567
Insult0.01625293
Profanity0.011765569
Threat0.007327127
Severe Toxicity0.0011587143
Low Tox 0.03309893 Low Con 0.098 Unverified_Claim
Feb 26, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
This is what they planned
This is what they planned
Identity Attack0.0046247323
Insult0.010552894
Profanity0.017436003
Threat0.00933372
Severe Toxicity0.0018405914
Low Tox 0.031331215 Moderate Con 0.332 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Homelessness is going to climb there is no plan to stop it, but there is a plan for them to make money off of it
Homelessness is going to climb there is no plan to stop it, but there is a plan for them to make money off of it
Identity Attack0.005956655
Insult0.010400894
Profanity0.0128245065
Threat0.0077284453
Severe Toxicity0.001168251
Low Tox 0.03062413 Low Con 0.221
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
In the year 2000 Brampton was 325,000 people... you can thank Trudeau and Dominic Barton of McKinsey & Company and World Economic Forum infamy for the moderate increase to 800,000 as he's been lobbying for …
In the year 2000 Brampton was 325,000 people... you can thank Trudeau and Dominic Barton of McKinsey & Company and World Economic Forum infamy for the moderate increase to 800,000 as he's been lobbying for this through the Century Initiative and plans to increase Canada's population to 100 million through immigration only by 2100.
Identity Attack0.0056236745
Insult0.016708933
Profanity0.010177165
Threat0.0060098954
Severe Toxicity0.0008678436
Low Tox 0.029799197 Constructive 0.528 Unverified_Claim
Dec 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Kalergi plan
Kalergi plan
Identity Attack0.00673361
Insult0.013972916
Profanity0.015830519
Threat0.007832011
Severe Toxicity0.002002716
Low Tox 0.02968135 Low Con 0.208
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The globalists' plan is now a reality
The globalists' plan is now a reality
Identity Attack0.009064475
Insult0.011996903
Profanity0.014634945
Threat0.0077672824
Severe Toxicity0.0015068054
Low Tox 0.028974265 Low Con 0.149 Unverified_Claim
Feb 7, 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.