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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: "so many of the same …" 1,340 comments · Page 51 of 54
many canadians apply for 100 jobs and get no job.
many canadians apply for 100 jobs and get no job.
Identity Attack0.012943448
Insult0.010476895
Profanity0.009733095
Threat0.0062526283
Severe Toxicity0.00077724457
Low Tox 0.023553278 Low Con 0.238 Economic_Argument
Feb 22, 2026 1 likes LILLEY UNLEASHED: The fall of …
We can thank the Liberal party and J.T for letting in way too many immigrants since 2017. He solidified many votes for te liberals by doing so. It wasnt to help Canada grow. It was …
We can thank the Liberal party and J.T for letting in way too many immigrants since 2017. He solidified many votes for te liberals by doing so. It wasnt to help Canada grow. It was to help the Liberal Party grow.
Identity Attack0.010433395
Insult0.011692902
Profanity0.00995513
Threat0.0061878995
Severe Toxicity0.0008392334
Low Tox 0.02343543 Constructive 0.651 Policy_Critique
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
I just saw that Tyler has 8.8 million subs...I subbed a long time ago, but was shocked to see how many he has now, so I looked it up -- as of Feb 15th, the …
I just saw that Tyler has 8.8 million subs...I subbed a long time ago, but was shocked to see how many he has now, so I looked it up -- as of Feb 15th, the total was 3.7 million. You mean to tell me that 5.1 MILLION people subbed in the last 6 days?!
Identity Attack0.0048097214
Insult0.00971689
Profanity0.016957775
Threat0.007741391
Severe Toxicity0.0014305115
Low Tox 0.02343543 Constructive 0.598 Meta_Commentary
Feb 22, 2026 Inside Canada's Indian Invasion...
I am sympathic to refuge claims but there is a limit on how many refuges can be absorbed into any country in a year …..
I am sympathic to refuge claims but there is a limit on how many refuges can be absorbed into any country in a year …..
Identity Attack0.010507392
Insult0.009488888
Profanity0.010365041
Threat0.006738094
Severe Toxicity0.0008249283
Low Tox 0.023317585 Constructive 0.621 Policy_Critique
Dec 24, 2025 Deportations From Canada at Their …
Canada (Trudeau) Let too many in at the same time... We cant take more for now... we need to prepare schools, more hospitals, ect. Its now time for other provinces to take more .... like …
Canada (Trudeau) Let too many in at the same time... We cant take more for now... we need to prepare schools, more hospitals, ect. Its now time for other provinces to take more .... like quebec, Ontario and BC are overloaded....
Identity Attack0.0044582416
Insult0.012566907
Profanity0.010006369
Threat0.007081157
Severe Toxicity0.0010538101
Low Tox 0.023199737 Constructive 0.595
Nov 23, 2025 Quebec Ends Economic Immigration Program …
They have become many Canadians' neighbors, like it or not
They have become many Canadians' neighbors, like it or not
Identity Attack0.013244915
Insult0.009640889
Profanity0.011594773
Threat0.006874025
Severe Toxicity0.0010442734
Low Tox 0.022964042 Moderate Con 0.377
Oct 10, 2025 IRCC Names India in Study …
Changes to immigration are welcome. In Quebec things are far more complicated as integration and language come into play. Most immigrants struggle to build a life in Canada due to expensive housing (renting or ownership). …
Changes to immigration are welcome. In Quebec things are far more complicated as integration and language come into play. Most immigrants struggle to build a life in Canada due to expensive housing (renting or ownership). Canada was also accepting too many professional immigrants (engineering, business, consulting, IT, accounting) when we desperately need trades, construction workers and mechanics. The reduction in immigration and foreign students to sustainable levels is long overdue.
Identity Attack0.012842959
Insult0.010096892
Profanity0.00904991
Threat0.0060778605
Severe Toxicity0.0007867813
Low Tox 0.022846194 Constructive 0.721 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …
Too many
Too many
Identity Attack0.0037737815
Insult0.010020891
Profanity0.015693882
Threat0.0074436385
Severe Toxicity0.0014019012
Low Tox 0.022728346 Moderate Con 0.425
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
I really liked this video. You showed many perspectives and respected peoples boundaries. Respect!
I really liked this video. You showed many perspectives and respected peoples boundaries. Respect!
Identity Attack0.008065533
Insult0.009298887
Profanity0.020783609
Threat0.0100069
Severe Toxicity0.0023555756
Low Tox 0.02249265 Constructive 0.659
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Many thanks to whoever made this video!
Many thanks to whoever made this video!
Identity Attack0.0069185994
Insult0.009355888
Profanity0.019758832
Threat0.009955117
Severe Toxicity0.0023841858
Low Tox 0.022139108 Moderate Con 0.413 Meta_Commentary
Feb 12, 2026 2 likes Canadian Citizenship Test 2025 – …
ALL IS BY DESIGN. Thanks to Open Society's policies, which were in the making for 30 years, and so many saw it. Now we pay for this
ALL IS BY DESIGN. Thanks to Open Society's policies, which were in the making for 30 years, and so many saw it. Now we pay for this
Identity Attack0.0026453468
Insult0.0116169015
Profanity0.010433359
Threat0.0064985976
Severe Toxicity0.00076293945
Low Tox 0.021903414 Moderate Con 0.446 Unverified_Claim
Feb 18, 2026 30 likes Canadian immigration officers investigating hundreds …
Justin has let too many in. Canadians need support right now .
Justin has let too many in. Canadians need support right now .
Identity Attack0.0074365693
Insult0.011730902
Profanity0.009681856
Threat0.0067057298
Severe Toxicity0.0008678436
Low Tox 0.021903414 Moderate Con 0.342
Nov 23, 2025 29 likes Quebec Ends Economic Immigration Program …
“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 …
I like you & your attitude about coming to Canada. I’m subscribing. I feel for the young girl looking for a job. There are tons of jobs on indeed in my city. I apply for …
I like you & your attitude about coming to Canada. I’m subscribing. I feel for the young girl looking for a job. There are tons of jobs on indeed in my city. I apply for both part & full time. I apply for at least 10-20 a day. I’m not getting calls for interviews. I’ve even applied twice to one job because I was not chosen but 2 weeks later the same position was back. I’m fortunate enough to not have to work. I have a husband that makes a very good salary that pays for all of the bills , groceries & vacations. Up until Covid collapsed my 2 franchises & I was sinking more money in than making it I had to sell one for 1/3 of what I paid for it & give the other away. I started a small business at home doing lash extensions. I have my regular clients. But if I want to save my own money it’s not sustainable or steady. I want to work because I enjoy leaving my home not to just go grocery shopping or visit family. That’s even if they are home from work. I like having a purpose. I’m skilled in accounting, cleaning, sales, marketing, customer service you name it. Many might say that I’m very lucky. I am very blessed but it’s also very lonely. Plus I have always worked & had independence. I hate asking my husband to send me money so I can pay my cell, credit card bills. I don’t even go shopping without him for new clothes because I rely on him to pay for those too. Hypothetically we broke up tomorrow I’d be screwed. I worry about if he dies. There’s life insurance but we still have a mortgage to pay & monthly bills. Plus of course I’d make sure his kids got some too. Not to mention I’ve had mental health struggles with social anxiety & agoraphobia years ago. The more I stay home the more I get anxious about going out. Days can get boring & then I find myself napping all afternoon. I need a job. I just want my own money. I don’t want to go to my husband every 3 months & ask him to send me 2000.00 to clear up my overdraft for one business day. I don’t even want to have to use it. Sorry for the rant but I feel that even when filing out applications many times I’m asked if I’m racialized. In other words is my skin brown.
Identity Attack0.005771666
Insult0.012946909
Profanity0.013576009
Threat0.006382086
Severe Toxicity0.0010490417
Low Tox 0.021549871 Constructive 0.835 Personal_Narrative
Sep 8, 2025 Why Canadians Are Turning Against …
That's still too many.
That's still too many.
Identity Attack0.0029043318
Insult0.009944891
Profanity0.012722028
Threat0.007521313
Severe Toxicity0.0011253357
Low Tox 0.020960633 Low Con 0.285
Jan 3, 2026 1 likes New rules, regulations take effect …
Not true. Most Canadians want smaller numbers and tighter requirements. The students and TEMPORARY workers think they automatically will get permanent residency, when in fact there are no guarantees..Why these people act like Canada did …
Not true. Most Canadians want smaller numbers and tighter requirements. The students and TEMPORARY workers think they automatically will get permanent residency, when in fact there are no guarantees..Why these people act like Canada did something wrong? Having that many people come is a strain on all our resources and job market. We have a right to decide who we need and want. Store manager is not a job that Canadians won't do.
Identity Attack0.009619443
Insult0.011844902
Profanity0.0094256615
Threat0.005922511
Severe Toxicity0.00069618225
Low Tox 0.020960633 Constructive 0.763 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
Way too many way too fast.
Way too many way too fast.
Identity Attack0.002830336
Insult0.00979289
Profanity0.013883443
Threat0.008259222
Severe Toxicity0.0013542175
Low Tox 0.020842785 Low Con 0.239
Sep 19, 2025 17 likes Inside Canada's Indian Metropolis (Brampton)
STOP handing out permanent residency status for students. Mm and 5 year citizenship process, and grandparents and parent visas. Maybe put military service attachment and see how many will really stay. Make it mandatory that …
STOP handing out permanent residency status for students. Mm and 5 year citizenship process, and grandparents and parent visas. Maybe put military service attachment and see how many will really stay. Make it mandatory that they can only apply for refugee status from home country. Not at the airport.
Identity Attack0.0071405866
Insult0.009165886
Profanity0.009767254
Threat0.0066668927
Severe Toxicity0.0007343292
Low Tox 0.020842785 Moderate Con 0.456 Policy_Critique
Feb 23, 2026 Canadian immigration officers investigating hundreds …
How many are still coming from Roxham road from the States ?
How many are still coming from Roxham road from the States ?
Identity Attack0.007806548
Insult0.009450888
Profanity0.010962827
Threat0.0066280556
Severe Toxicity0.0008773804
Low Tox 0.02072494 Moderate Con 0.328 Question
Nov 24, 2025 Quebec Ends Economic Immigration Program …
Quebec actually has had its own immigration policy and section at Canadian embassies throughout the world. Those who wanted to immigrate to Canada found it easier and faster to immigrate through Quebec than through Canada …
Quebec actually has had its own immigration policy and section at Canadian embassies throughout the world. Those who wanted to immigrate to Canada found it easier and faster to immigrate through Quebec than through Canada in general. This was due to the French language requirements in order to increase the number of French speakers. However, many would abuse the system by immigrating to Quebec, then move to more anglophone provinces and cities like Toronto or Vancouver...
Identity Attack0.009360458
Insult0.010096892
Profanity0.009562299
Threat0.0061878995
Severe Toxicity0.0006723404
Low Tox 0.020231359 Moderate Con 0.473
Nov 21, 2025 50 likes Quebec Ends Economic Immigration Program …
It's not even just Brampton. Kitchener is blitzed too, among many many other cities people don't hear about.
It's not even just Brampton. Kitchener is blitzed too, among many many other cities people don't hear about.
Identity Attack0.0026453468
Insult0.012338906
Profanity0.011458136
Threat0.006420923
Severe Toxicity0.000705719
Low Tox 0.020231359 Constructive 0.505
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Thats nothing, watch how many they will bring in this year.
Thats nothing, watch how many they will bring in this year.
Identity Attack0.0032743104
Insult0.009108886
Profanity0.01309778
Threat0.00823333
Severe Toxicity0.0011444092
Low Tox 0.019854378 Low Con 0.105 Fear_Threat
Jan 18, 2026 2.9 million Canadian temporary visas …
We have a serious unemployment crisis in this country that is particularly affecting young Canadians. The unemployment rate has been continuously going up over the last three years. It has now hit 7.1%, but the …
We have a serious unemployment crisis in this country that is particularly affecting young Canadians. The unemployment rate has been continuously going up over the last three years. It has now hit 7.1%, but the youth unemployment rate is really at catastrophic levels, at 14.5%. Many young people are desperately looking for jobs and are unable to find them.
Identity Attack0.0052906936
Insult0.010818896
Profanity0.009784333
Threat0.0062008454
Severe Toxicity0.0006341934
Low Tox 0.019854378 Constructive 0.581 Economic_Argument
Sep 30, 2025 25 likes IRCC Names India in Study …
Way too many!
Way too many!
Identity Attack0.0027748393
Insult0.009944891
Profanity0.012448754
Threat0.00704232
Severe Toxicity0.0011587143
Low Tox 0.019603057 Low Con 0.295
Jan 20, 2026 1 likes Why Canada’s immigration system has …
Many in Saskatchewan, please check 😂
Many in Saskatchewan, please check 😂
Identity Attack0.006030651
Insult0.00971689
Profanity0.012482914
Threat0.00704232
Severe Toxicity0.0010490417
Low Tox 0.018974753 Moderate Con 0.416
Sep 28, 2025 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.