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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: "Beautiful you" 173 comments · Page 6 of 7
I felt compelled to write this. I appreciate you getting both sides and also asking some "hard" hitting questions that would mostly be seen as a rhetorical with a lot of people who have a …
I felt compelled to write this. I appreciate you getting both sides and also asking some "hard" hitting questions that would mostly be seen as a rhetorical with a lot of people who have a distaste for Indians (You pay international student tuition, complain about it, why are you here in the first place?). However I really appreciate that you do show the beautiful side of a community just trying to keep each other safe and well fed, while unfortunately it's a bit more explicit in the Western world that we tend to be more 'figure it out by yourself. Life yourself by your bootstraps' type of mentality. There is an immigration issue, specifically a resesntement feeling within the country, but it's still important to humanize people and communities.
Identity Attack0.06704199
Insult0.037980765
Profanity0.03464781
Threat0.008026198
Severe Toxicity0.0029945374
Low Tox 0.1100022 Constructive 0.885 Moral_Argument
Oct 4, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I had a Polish neighbour in Victoria who echoed the same comments as the Polish guy at 8:00. During 2021 she became terrified that communism has come to Canada, seeing the exact same dynamics of …
I had a Polish neighbour in Victoria who echoed the same comments as the Polish guy at 8:00. During 2021 she became terrified that communism has come to Canada, seeing the exact same dynamics of tyranny being imposed during the covid scamdemic. In 2022 I escaped Canada with my family. We sold our home, I quit my career, and escaped the tyrannical travel bans against people like us. A couple months later our Polish neighbours sold their beautiful seaside home and escaped as well.
Identity Attack0.06567776
Insult0.032248367
Profanity0.012995303
Threat0.008427517
Severe Toxicity0.0026512146
Low Tox 0.10826672 Constructive 0.704 Personal_Narrative
Sep 19, 2025 14 likes Inside Canada's Indian Metropolis (Brampton)
Glad I'm moved away 20 years ago and living it up on Beautiful Manitoulin island.. PS ... DO NOT COME HERE !! 😊
Glad I'm moved away 20 years ago and living it up on Beautiful Manitoulin island.. PS ... DO NOT COME HERE !! 😊
Identity Attack0.028418748
Insult0.026058068
Profanity0.013234417
Threat0.008764107
Severe Toxicity0.0033950806
Low Tox 0.10696511 Constructive 0.584
Sep 30, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Wow what a beautiful commercial once again trying to project the refugees at the expense of the Canadian tax payer ... how much to make this CBC ? What ever just add it to the …
Wow what a beautiful commercial once again trying to project the refugees at the expense of the Canadian tax payer ... how much to make this CBC ? What ever just add it to the crushing debt we will pay for years to come thanks Liberals!!
Identity Attack0.029402243
Insult0.033570543
Profanity0.011902207
Threat0.007081157
Severe Toxicity0.0019454956
Low Tox 0.1013248 Moderate Con 0.313
Nov 6, 2018 How much do refugees and …
Grew up in Brampton from age 5-10, half a decade of being a kid in such an open suburb area. Many neighbourhoods now we're farmlands and empty lots. The Indian population was just starting to …
Grew up in Brampton from age 5-10, half a decade of being a kid in such an open suburb area. Many neighbourhoods now we're farmlands and empty lots. The Indian population was just starting to boom, as I thought would all other ethnicities. Regardless of the changes of demographics, Brampton is still such a beautiful city, just taken over by overpopulation at a fast pace. We do not complain, but as a Country we should consider the rate of growth as a positive but also has many negatives. Finding jobs in Brampton is nearly impossible as a young adult - and also looking for new homes with landlords that aren't of Indian descent is becoming a rare occurrence. Changes can be made to benefit both Canadians and Indians as we are known for accepting all cultures, that is what I love about Canada. It is a sight to see when you witness the Indian culture in Brampton, lets not take that away!
Identity Attack0.060220852
Insult0.03070583
Profanity0.021876704
Threat0.008867673
Severe Toxicity0.0033569336
Low Tox 0.09785384 Constructive 0.869 Personal_Narrative
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
multiculturalism is beautiful, i pray our government can find a more sustainable way to continue growing our country, and hopefully bring an end to all this racial tension.
multiculturalism is beautiful, i pray our government can find a more sustainable way to continue growing our country, and hopefully bring an end to all this racial tension.
Identity Attack0.08500996
Insult0.015872927
Profanity0.024131214
Threat0.010809537
Severe Toxicity0.0039100647
Low Tox 0.09741997 Constructive 0.583
Sep 18, 2025 22 likes Inside Canada's Indian Metropolis (Brampton)
Buddy with the bike is a beauty absolute beauty , gotta move out west my dude. Hahaha
Buddy with the bike is a beauty absolute beauty , gotta move out west my dude. Hahaha
Identity Attack0.01087737
Insult0.024897853
Profanity0.028776871
Threat0.01086132
Severe Toxicity0.003528595
Low Tox 0.09481675 Constructive 0.559 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Just wish we would not cry more later: they no only conquer Brampton, they take away all Canadian’s jobs gradually . Are all Canadian work hard to build such a beautiful, well respected country just …
Just wish we would not cry more later: they no only conquer Brampton, they take away all Canadian’s jobs gradually . Are all Canadian work hard to build such a beautiful, well respected country just for them?
Identity Attack0.038167715
Insult0.028832749
Profanity0.012004685
Threat0.0079873605
Severe Toxicity0.0019454956
Low Tox 0.09308127 Constructive 0.551 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Shopping nowadays at Walmart- food basics- no frills- fresh co etc have a feeling I’m living in New Delhi NOT Canada !!! Enough is ENOUGH !!!! What happened to my beautiful Canada ???
Shopping nowadays at Walmart- food basics- no frills- fresh co etc have a feeling I’m living in New Delhi NOT Canada !!! Enough is ENOUGH !!!! What happened to my beautiful Canada ???
Identity Attack0.037909906
Insult0.025800243
Profanity0.013780965
Threat0.006576272
Severe Toxicity0.002632141
Low Tox 0.09033044 Moderate Con 0.485
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
Correction, not all the immigrants are the same, I've been working tirelessly since the day I landed in this beautiful country.
Correction, not all the immigrants are the same, I've been working tirelessly since the day I landed in this beautiful country.
Identity Attack0.06158508
Insult0.02103047
Profanity0.013951761
Threat0.0060713873
Severe Toxicity0.0017356873
Low Tox 0.085582085 Constructive 0.697
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
There's a big influx of them working at Wal-Mart and Tim Hortons here in Thunderbay Ontario. I was at moneymart a few months back and got served by a beautiful indian woman. I cashed my …
There's a big influx of them working at Wal-Mart and Tim Hortons here in Thunderbay Ontario. I was at moneymart a few months back and got served by a beautiful indian woman. I cashed my check and took her out on a date. Happy to say we're going steady lol
Identity Attack0.04332388
Insult0.024382202
Profanity0.022149978
Threat0.00704232
Severe Toxicity0.0021839142
Low Tox 0.08479069 Constructive 0.72
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This all makes me very sad within the last 10 years because it's not what I grew up with and loved 😢 I grew up with multiculturalism enriching my childhood. Learning from different cultures at …
This all makes me very sad within the last 10 years because it's not what I grew up with and loved 😢 I grew up with multiculturalism enriching my childhood. Learning from different cultures at friends dinners and other different friends houses and attending eastern-themed event from all different parts of the East. There was so much to learn just in my own country from other people from other countries it was fascinating !!! I got to take part in different ceremonies and watch different people celebrate the same sort idea about something in much different ways, I loved it. I learned at least half of my best exterior Plastering tricks from people that had thick accents from all over the East and I'm better plasterer because of it. I learned cooking recipes in the kitchen that I probably never would have stumbled across randomly. I was shown in person all the nuances to certain ways different cultures cooked - like how amazing is that!! There are maybe only a few tricks that I was able to show in return but I always tried to do my best ! The amount of community an alternate types of activities or interesting festivals that without multiculturalism would not even exist . When I was young everybody new integrated into the neighborhood unit first got to know the neighbourhood we're introduced the community center and then obviously people have their own separate areas that they prefer. We first became one, one by one, and meet each other and try to have some fun together that's the whole point! Community or block parties when I was a kid had all of our parents looks like representatives from different countries, that's the way it used to be anyway.... where did it all go? I stopped seeing this type of beautiful multi-ethnic Harmony roughly 10 years ago. Not only that when I try to be a part of new things I am literally turned away or shunned in some weird way I don't know why... I can't even believe how I'm treated.
Identity Attack0.037394293
Insult0.024640027
Profanity0.023106437
Threat0.0071588317
Severe Toxicity0.0028419495
Low Tox 0.083999306 Constructive 0.852
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada is already done. All thanks to the beautiful Liberal Party. The Gov. has ALL the power to make us or break us.
Canada is already done. All thanks to the beautiful Liberal Party. The Gov. has ALL the power to make us or break us.
Identity Attack0.009212466
Insult0.021868404
Profanity0.015898837
Threat0.029587816
Severe Toxicity0.0021743774
Low Tox 0.08320791 Low Con 0.221
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
I've lived in Surrey BC for most of my life, I'm an avid outdoors enthusiast and like most Canadians respect and admire nature's beauty. Years ago they built a pond on an undeveloped lot next …
I've lived in Surrey BC for most of my life, I'm an avid outdoors enthusiast and like most Canadians respect and admire nature's beauty. Years ago they built a pond on an undeveloped lot next to my neighborhood. It was a beautiful addition to the town as it allowed wildlife a place to find shelter, while giving us a little nature loop within walking distance. On multiple occasions I have caught people dumping literal truckloads of their households' trash into this small forest on a backroad I frequent. When confronted they laugh it off, and generally don't appear to see that what they're doing is wrong. The pond itself is also filled with crap, despite the posted signs informing of the harm this causes the ecosystem. From my (and most people who live here) experience it is overwhelmingly a single demographic that is responsible for the uncleanness in our shared spaces. Any BC resident can tell you about the access to beautiful nature we are privileged to, and I hate more than anything to see it being desecrated in the way I have. Most people will not speak up about this.
Identity Attack0.0056236745
Insult0.034562174
Profanity0.02023706
Threat0.0067251488
Severe Toxicity0.0017261505
Low Tox 0.07450261 Constructive 0.806 Personal_Narrative
Jan 27, 2026 460 likes Inside Canada's Indian Invasion...
The pollution in Mumbai has scarred the rest of beautiful India. Very sad. Cuz thenother 98% of India is beautiful.
The pollution in Mumbai has scarred the rest of beautiful India. Very sad. Cuz thenother 98% of India is beautiful.
Identity Attack0.033527173
Insult0.021997316
Profanity0.015420608
Threat0.00713294
Severe Toxicity0.0017738342
Low Tox 0.07054565 Constructive 0.54 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
It’s up to you if you want to go but don’t be whining about it what s%it hits the fan you should already be aware do your f-in homework and stay in beautiful CANADA
It’s up to you if you want to go but don’t be whining about it what s%it hits the fan you should already be aware do your f-in homework and stay in beautiful CANADA
Identity Attack0.0011992828
Insult0.02346504
Profanity0.01223047
Threat0.00063836924
Severe Toxicity0.000010517128
Low Tox 0.06559748 Call_To_Action
Dec 8, 2025 2 likes
The truck drivers. Just handing out az licences. The Tim hortons debacle. I think it’s a beautiful culture historically. I have made many East Indian and other immigrant friends in my 53 years. It’s some …
The truck drivers. Just handing out az licences. The Tim hortons debacle. I think it’s a beautiful culture historically. I have made many East Indian and other immigrant friends in my 53 years. It’s some of the new immigrants policies that are causing issues. At the end of the day I welcome all who come here legally and with good intentions.
Identity Attack0.04023018
Insult0.01767874
Profanity0.011253181
Threat0.0065697995
Severe Toxicity0.0014209747
Low Tox 0.05651112 Constructive 0.771
Oct 6, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
It’s happened here in beautiful Australia as well unfortunately. They’ve come over in the hundreds of thousands. Bought up all the local businesses and houses.
It’s happened here in beautiful Australia as well unfortunately. They’ve come over in the hundreds of thousands. Bought up all the local businesses and houses.
Identity Attack0.020681098
Insult0.017872108
Profanity0.012551232
Threat0.007793174
Severe Toxicity0.0019359589
Low Tox 0.050078966 Constructive 0.541 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
22years ago a family of four newcomers - mom, dad and two kids, from Pakistan, moved in next door to us in a small south west Ontario city. Beautiful neighbourhood with lovely homes. Within 18 …
22years ago a family of four newcomers - mom, dad and two kids, from Pakistan, moved in next door to us in a small south west Ontario city. Beautiful neighbourhood with lovely homes. Within 18 months there were 21 family members - parents, aunts, uncles, cousins, etc - packed in there and the government cheques were pouring in; surprise, surprise; suddenly they were able to start buying businesses and investment properties. Don’t get me wrong, they were nice and only took advantage of everything the government was offering but they certainly flaunted rules and what I’d call Canadian conventions. Their house and property was turning into a complete shithole and we did the “white flight” shortly afterwards. Make no mistake, whether it’s India or Pakistan, we are slowly, or maybe not so slowly, be colonized by those countries…and those are not nice countries.
Identity Attack0.018972786
Insult0.023221988
Profanity0.01982715
Threat0.0071717775
Severe Toxicity0.0020885468
Low Tox 0.049831573 Constructive 0.676 Personal_Narrative
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Well done Quebec! Vive le Québec vital et libre. Our country has sold us out our political class has completely betrayed us. It's time to restore ourselves as masters of our own destiny in this …
Well done Quebec! Vive le Québec vital et libre. Our country has sold us out our political class has completely betrayed us. It's time to restore ourselves as masters of our own destiny in this beautiful land of ours. Je suis très hureux d'entendre ces actualites de ca. Bon travail mes amis! Amour de tes frères à l'Alberta! Laissons nous créer un avenir nous aurons fierté dans nos mêmes encores. Excuse mon français mauvais j'ai besoin plus pratiquer. Je suis si content. Vous m'avez donné espoirs pour l'avenir de nos pays! 😭😭🥰🥰
Identity Attack0.0073255757
Insult0.028502205
Profanity0.017777596
Threat0.007029374
Severe Toxicity0.0020313263
Low Tox 0.049336795 Constructive 0.712
Nov 24, 2025 Quebec Ends Economic Immigration Program …
Indian women are beautiful. Hinduism is a religion with spiritual depth as is Sikhism. Indian food is some of the best in the world. I see no problem. India and the West should coexist in …
Indian women are beautiful. Hinduism is a religion with spiritual depth as is Sikhism. Indian food is some of the best in the world. I see no problem. India and the West should coexist in peace.
Identity Attack0.043581683
Insult0.014086916
Profanity0.025497584
Threat0.008945347
Severe Toxicity0.0029754639
Low Tox 0.04785245 Constructive 0.678
Nov 14, 2025 Inside Canada's Indian Metropolis (Brampton)
We were one election away from from total collapse in the US. I'm glad to see the Canadian people wake up and take their beautiful country back
We were one election away from from total collapse in the US. I'm glad to see the Canadian people wake up and take their beautiful country back
Identity Attack0.016762028
Insult0.017549826
Profanity0.010535837
Threat0.006641001
Severe Toxicity0.0011825562
Low Tox 0.041172907 Constructive 0.549 Call_To_Action
Aug 25, 2025 6 likes Why Canadians Are Turning Against …
We are born canadian and are thinking of Leaving the country. What happened to my beautiful country
We are born canadian and are thinking of Leaving the country. What happened to my beautiful country
Identity Attack0.018168874
Insult0.013630914
Profanity0.011236101
Threat0.007417747
Severe Toxicity0.00166893
Low Tox 0.040430736 Constructive 0.538
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
Canada is beautiful You are beautiful I’m here to die for you
Canada is beautiful You are beautiful I’m here to die for you
Identity Attack0.0071775843
Insult0.010590895
Profanity0.02126184
Threat0.013269233
Severe Toxicity0.0025749207
Low Tox 0.038991302 Moderate Con 0.474
Dec 28, 2025 Deportations From Canada at Their …
🇨🇦 Canada and Canadians firts 🇨🇦 This country is beautiful, please don't spoil it! 🙏🏻
🇨🇦 Canada and Canadians firts 🇨🇦 This country is beautiful, please don't spoil it! 🙏🏻
Identity Attack0.009619443
Insult0.016936934
Profanity0.013883443
Threat0.0065956907
Severe Toxicity0.001039505
Low Tox 0.03781283 Constructive 0.527 Identity_Assertion
Sep 12, 2025 1 likes Why Canadians Are Turning Against …

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.