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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: "Their only job will be …" 1,176 comments · Page 40 of 48
So sad to see, your doing a great job exposing everything!
So sad to see, your doing a great job exposing everything!
Identity Attack0.002293867
Insult0.020321451
Profanity0.01220964
Threat0.006686311
Severe Toxicity0.0010871887
Low Tox 0.044141594 Constructive 0.503 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
My neighbour is a high skilled import for a Canadian job. Now he still lives in Canada but works remote for a US organization and he still isn’t a citizen. Something smells fishy, huh. I’m …
My neighbour is a high skilled import for a Canadian job. Now he still lives in Canada but works remote for a US organization and he still isn’t a citizen. Something smells fishy, huh. I’m a high skilled Canadian but couldn’t find permanent work after a layoff in 2015. Funny how in my contract roles I constantly work alongside so many new arrivals that find work 2 months after they get here. I’m sure $$ in wages and subsidies were involved.
Identity Attack0.014350293
Insult0.020063626
Profanity0.011509376
Threat0.0059516393
Severe Toxicity0.0011491776
Low Tox 0.0438942 Constructive 0.647 Personal_Narrative
Jun 20, 2025 2 likes How Canada broke its immigration …
How do I get some of this tax money, I worked since age 10, at manual labor jobs paying taxes, now crippled and no assistance, No AISH nor CPPD.
How do I get some of this tax money, I worked since age 10, at manual labor jobs paying taxes, now crippled and no assistance, No AISH nor CPPD.
Identity Attack0.0024603575
Insult0.02193286
Profanity0.01442999
Threat0.0059775305
Severe Toxicity0.0010347366
Low Tox 0.0438942 Constructive 0.578
Sep 29, 2018 6 likes How much do refugees and …
Quebec doesn't have any jobs . What do you mean Job visa ?😂😂😂😂
Quebec doesn't have any jobs . What do you mean Job visa ?😂😂😂😂
Identity Attack0.015455672
Insult0.017807651
Profanity0.011014067
Threat0.0057509798
Severe Toxicity0.0011444092
Low Tox 0.043399423 Low Con 0.218
Nov 22, 2025 1 likes Quebec Ends Economic Immigration Program …
I believe the statements regarding how immigration has changed in Canada. Born in 90s and raised in this country I’ve noticed a change in the type of immigrants. There used to be a much lower …
I believe the statements regarding how immigration has changed in Canada. Born in 90s and raised in this country I’ve noticed a change in the type of immigrants. There used to be a much lower limit and priority for skilled workers, whereas now our liberal policies admitted many unskilled immigrants for low level labour jobs.
Identity Attack0.022590388
Insult0.019096779
Profanity0.009681856
Threat0.0059613483
Severe Toxicity0.00096321106
Low Tox 0.04315203 Constructive 0.71
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
You now need two jobs to survive in Canada ! Many are still out of work , and going homeless !
You now need two jobs to survive in Canada ! Many are still out of work , and going homeless !
Identity Attack0.015958117
Insult0.018323302
Profanity0.009323184
Threat0.0069646453
Severe Toxicity0.0013637543
Low Tox 0.04315203 Moderate Con 0.463
Dec 28, 2025 Deportations From Canada at Their …
Why is it? They don’t have any accountability for their actions and a job they’re supposed to be doing do it poorly and get bonuses and raises
Why is it? They don’t have any accountability for their actions and a job they’re supposed to be doing do it poorly and get bonuses and raises
Identity Attack0.0029228306
Insult0.021610579
Profanity0.012687869
Threat0.006045496
Severe Toxicity0.00093460083
Low Tox 0.04290464 Low Con 0.228
Sep 29, 2025 IRCC Names India in Study …
no jobs
no jobs
Identity Attack0.009175468
Insult0.012376905
Profanity0.01764096
Threat0.0074306927
Severe Toxicity0.0017547607
Low Tox 0.042657252 Moderate Con 0.394
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
The large influx of new immigrants is placing significant pressure on both the housing and rental markets. Simultaneously, the labour market is becoming increasingly unbalanced, creating economic challenges and a potential recession in the near …
The large influx of new immigrants is placing significant pressure on both the housing and rental markets. Simultaneously, the labour market is becoming increasingly unbalanced, creating economic challenges and a potential recession in the near future. Young people who grew up here are particularly affected, as many cannot afford to leave their parents' homes, to pay rent, and eventually purchase their own houses. The number of immigrants must align with the health care and economic capacity of provinces to sustain the housing and job markets. Currently, this balance is disrupted, leading to consequences that impact everyone.
Identity Attack0.023595277
Insult0.01617693
Profanity0.011765569
Threat0.0068869707
Severe Toxicity0.0012397766
Low Tox 0.04240986 Constructive 0.635
Nov 26, 2025 Quebec Ends Economic Immigration Program …
Why are this people getting paid for not doing their job
Why are this people getting paid for not doing their job
Identity Attack0.0058826595
Insult0.013592913
Profanity0.0166845
Threat0.007262398
Severe Toxicity0.0014305115
Low Tox 0.041915078 Low Con 0.232 Policy_Critique
Nov 4, 2025 IRCC Names India in Study …
They bring jobs.. um.. well.. I mean.. we end up with more social workers .. more handers of money
They bring jobs.. um.. well.. I mean.. we end up with more social workers .. more handers of money
Identity Attack0.006696612
Insult0.017292
Profanity0.015864678
Threat0.0063885585
Severe Toxicity0.0012969971
Low Tox 0.041915078 Moderate Con 0.313
Apr 29, 2018 5 likes How much do refugees and …
Yeah, the government will just say you go out and get another job and work some more
Yeah, the government will just say you go out and get another job and work some more
Identity Attack0.004069764
Insult0.015796926
Profanity0.014771583
Threat0.00746953
Severe Toxicity0.0012969971
Low Tox 0.04166769 Low Con 0.221
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Tim Hortons is completely taken over even the ones out in the middle of nowhere are the same as you see in this video, same with any entry level job that has gone corporate in …
Tim Hortons is completely taken over even the ones out in the middle of nowhere are the same as you see in this video, same with any entry level job that has gone corporate in Canada
Identity Attack0.005401687
Insult0.021094928
Profanity0.01220964
Threat0.0061878995
Severe Toxicity0.00096321106
Low Tox 0.0414203 Moderate Con 0.44 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
No it means Less Jobs for Actual Canadians
No it means Less Jobs for Actual Canadians
Identity Attack0.026007013
Insult0.014504919
Profanity0.00993805
Threat0.006162008
Severe Toxicity0.0012207031
Low Tox 0.041172907 Low Con 0.202
Oct 25, 2017 46 likes How much do refugees and …
I am 60 and needed to take a 2nd job
I am 60 and needed to take a 2nd job
Identity Attack0.008620501
Insult0.011654901
Profanity0.021125201
Threat0.009281937
Severe Toxicity0.0020980835
Low Tox 0.040183347 Moderate Con 0.457 Personal_Narrative
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
So there is already 1 million Canadians without work and it's hurting our young Canadians where is the 1 million in waiting getting a job. We need new immigration laws its way out of hand.
So there is already 1 million Canadians without work and it's hurting our young Canadians where is the 1 million in waiting getting a job. We need new immigration laws its way out of hand.
Identity Attack0.018771807
Insult0.014390918
Profanity0.009733095
Threat0.0070552654
Severe Toxicity0.0011301041
Low Tox 0.039935954 Constructive 0.597 Economic_Argument
Jan 20, 2026 5 likes Why Canada’s immigration system has …
This hits heavy for students that came here legally, finished their careers, got a job and are law abiding immigrants who are looking for a chance to be PR.
This hits heavy for students that came here legally, finished their careers, got a job and are law abiding immigrants who are looking for a chance to be PR.
Identity Attack0.027413858
Insult0.013934915
Profanity0.012414595
Threat0.007301235
Severe Toxicity0.0012779236
Low Tox 0.03969839 Constructive 0.6 Personal_Narrative
Oct 1, 2025 IRCC Names India in Study …
Canadian graduates can't get jobs because they are too many imegant that is terrible for Canadian citizens. Send them back where they came from. Make Canada 🇨🇦 great.
Canadian graduates can't get jobs because they are too many imegant that is terrible for Canadian citizens. Send them back where they came from. Make Canada 🇨🇦 great.
Identity Attack0.014959152
Insult0.01426677
Profanity0.0001346576
Threat0.00043023872
Severe Toxicity0.0000047597664
Low Tox 0.03939067 Economic_Argument
Apr 14, 2025
Thank you Tyler. People need to talk about this, you should ask about the 36 bucks an hour the government subsidizes them. I lost my job to an Indian business who open 6 day cares …
Thank you Tyler. People need to talk about this, you should ask about the 36 bucks an hour the government subsidizes them. I lost my job to an Indian business who open 6 day cares on grants.
Identity Attack0.026007013
Insult0.015796926
Profanity0.011680172
Threat0.0061425893
Severe Toxicity0.0009393692
Low Tox 0.039226998 Constructive 0.815 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
No jobs
No jobs
Identity Attack0.008213525
Insult0.011692902
Profanity0.016342908
Threat0.0074048014
Severe Toxicity0.0015926361
Low Tox 0.038519915 Moderate Con 0.4
Jan 21, 2026 1 likes 2.9 million Canadian temporary visas …
People can’t get jobs too much people coming here not enough jobs.
People can’t get jobs too much people coming here not enough jobs.
Identity Attack0.012641981
Insult0.015264924
Profanity0.011150704
Threat0.006356194
Severe Toxicity0.001115799
Low Tox 0.038519915 Low Con 0.299 Economic_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
Check Tim Hortons and every job Indian students are working and heavily fine the employers.
Check Tim Hortons and every job Indian students are working and heavily fine the employers.
Identity Attack0.025605056
Insult0.014504919
Profanity0.011628932
Threat0.006686311
Severe Toxicity0.0011730194
Low Tox 0.03828422 Moderate Con 0.464
Oct 24, 2025 IRCC Names India in Study …
Canada has changed significantly in recent years, and I believe our post-COVID immigration policies have played a major role in the challenges we’re facing today. Here’s how things went off track: Many individuals who couldn’t …
Canada has changed significantly in recent years, and I believe our post-COVID immigration policies have played a major role in the challenges we’re facing today. Here’s how things went off track: Many individuals who couldn’t pass the IELTS (English proficiency test) entered the country on visitor visas or through spousal sponsorships—some of which were questionable or fraudulent. During that time, the government was converting visitor visas into work permits with little to no scrutiny. Background checks and rejections were rare. Meanwhile, colleges rapidly expanded their intake capacity—understandably so, since international students pay three to four times more in tuition. At the same time, due to inflationary pressures, the government allowed international students to work 40 hours per week instead of the previous 20-hour limit. This created a new, ready-to-work labor force in just a year or two, heavily impacting the retail sector. As a result, a large portion of retail jobs shifted toward a single ethnic group, while many Canadian citizens found themselves sidelined. One key factor was flexibility. Many immigrant communities—particularly Indian—were more willing to accept irregular hours and last-minute shifts, often adopting a more compliant, “yes sir” attitude that employers found appealing. However, I’m already beginning to notice changes in the retail landscape, likely due to the government finally tightening immigration rules. Going forward, we don’t need to close our doors—but we do need smarter immigration policies, with proper checks and balances, to ensure fairness and sustainability for everyone.
Identity Attack0.010211408
Insult0.020772645
Profanity0.012961143
Threat0.006757513
Severe Toxicity0.0012016296
Low Tox 0.03828422 Constructive 0.779
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
The problem is that we don't have enough homes and jobs. If anything, as a Canadian, my dad coming from Ireland as an imagrant; everyone deserves an opportunity. Working in insurance, just wanna mention so …
The problem is that we don't have enough homes and jobs. If anything, as a Canadian, my dad coming from Ireland as an imagrant; everyone deserves an opportunity. Working in insurance, just wanna mention so some of these judgemental people who have spoken understand that Canadian hospitals bill patients who are not citizens.
Identity Attack0.018369852
Insult0.015948927
Profanity0.009852652
Threat0.006168481
Severe Toxicity0.0008916855
Low Tox 0.03781283 Constructive 0.825 Personal_Narrative
Dec 18, 2025 Inside Canada's Indian Metropolis (Brampton)

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.