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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: "Do they ask you for …" 455 comments · Page 8 of 19
When I go to work building new homes, I am almost always the only person that speaks English. You ask someone to move their vehicle to get a truck in or something and they look …
When I go to work building new homes, I am almost always the only person that speaks English. You ask someone to move their vehicle to get a truck in or something and they look at you like a Taxidermized fish. DONT let them eat lunch in the house, you'll never get the curry smell out. I've seen people drop out of buying new houses cause they just stink like India, the walls are already that yellow grease color and once that happens its ruined, like having a smoker live in the house but greasier.
Identity Attack0.2795294
Insult0.20901857
Profanity0.15985115
Threat0.010628296
Severe Toxicity0.016771052
Moderate 0.30427247 Constructive 0.638
Sep 16, 2025 1 likes How Canada broke its immigration …
Excellent video!! One thing I would like to point out is that Canadians did not VOTE the Liberals in, the election was STOLEN! Yes there were many who are not awake and fell for Carney’s …
Excellent video!! One thing I would like to point out is that Canadians did not VOTE the Liberals in, the election was STOLEN! Yes there were many who are not awake and fell for Carney’s BS but he did not win! Ask yourself why he doesn’t have a Constituency office? Why is there no budget? Red flags!!! Wake up Canada, your beautiful Country is being destroyed before your very eyes!!
Identity Attack0.10409598
Insult0.19500497
Profanity0.047674157
Threat0.013631714
Severe Toxicity0.0104522705
Low Tox 0.295883 Constructive 0.562
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Wow. Canadian politicians purposely displaced Canadians with an entirely different culture, without asking them, and created a bubble where they could exist in a pre-existing infrastructure built by the pre-inhabitants while also leaving the citizens …
Wow. Canadian politicians purposely displaced Canadians with an entirely different culture, without asking them, and created a bubble where they could exist in a pre-existing infrastructure built by the pre-inhabitants while also leaving the citizens to foot the bill for the new cultures dominance, and all the while creating the conditions for the original inhabitants displacement. It's diabolical. No accountability.
Identity Attack0.08583717
Insult0.24561718
Profanity0.08581402
Threat0.0079873605
Severe Toxicity0.0064086914
Low Tox 0.295883 Moderate Con 0.492
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada has always been safe haven for gangsters & terrorists earlier they were operating out of Canada in India but finally rooster has come home. India has been asking for deportation & warning for decades …
Canada has always been safe haven for gangsters & terrorists earlier they were operating out of Canada in India but finally rooster has come home. India has been asking for deportation & warning for decades but now I think they will listen😅.
Identity Attack0.2846865
Insult0.18107465
Profanity0.019622196
Threat0.011974656
Severe Toxicity0.008659363
Low Tox 0.295883 Moderate Con 0.42 Comparative_Framing
Feb 21, 2026 Canadian immigration officers investigating hundreds …
I am waiting for people to call you a Racist again just for reporting the actual people in a country and asking people's experiences and opinions.😂
I am waiting for people to call you a Racist again just for reporting the actual people in a country and asking people's experiences and opinions.😂
Identity Attack0.116281845
Insult0.16758773
Profanity0.056441884
Threat0.010731863
Severe Toxicity0.008621216
Low Tox 0.29405528 Moderate Con 0.49
Jan 27, 2026 Inside Canada's Indian Invasion...
Haven't been south since 95. No f**kin reason to go now. How about we screen Americans. And ask them their jobs. If they say ICE we should detained them and deport them to South America. …
Haven't been south since 95. No f**kin reason to go now. How about we screen Americans. And ask them their jobs. If they say ICE we should detained them and deport them to South America. See how receptive they are.......
Identity Attack0.008509508
Insult0.020542348
Profanity0.11313558
Threat0.0097873
Severe Toxicity0.00004091619
Low Tox 0.28616825 Call_To_Action
Dec 8, 2025
Dont uss word indian it should ne khalistan.. 90% are khailisatni. And canda govt support them. Ask your govt
Dont uss word indian it should ne khalistan.. 90% are khailisatni. And canda govt support them. Ask your govt
Identity Attack0.35948995
Insult0.26196828
Profanity0.104876526
Threat0.03304107
Severe Toxicity0.023076924
Low Tox 0.2854971 Low Con 0.225 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I've watched maybe 5 of his videos and most everything Tyler does is in bad faith in my view. He makes a minimum effort to present himself as an impartial journalist just asking questions, but …
I've watched maybe 5 of his videos and most everything Tyler does is in bad faith in my view. He makes a minimum effort to present himself as an impartial journalist just asking questions, but clearly wants to tell predefined stories that smear immigrants and minorities, painting them as an existential threat white Americans and American values. That's what sells, that's the grift.
Identity Attack0.28034934
Insult0.13969865
Profanity0.032643758
Threat0.017846745
Severe Toxicity0.0077056885
Low Tox 0.2854937 Constructive 0.605 Meta_Commentary
Jan 27, 2026 6 likes Inside Canada's Indian Invasion...
Canada also constitutes by Invaders belonging to british colonial past. Unnecessary racism against India. When Canadian PM is in India seeking for economic package to survive tarriff. Be careful India are lectured to take 50 …
Canada also constitutes by Invaders belonging to british colonial past. Unnecessary racism against India. When Canadian PM is in India seeking for economic package to survive tarriff. Be careful India are lectured to take 50 million or more infiltration that too with no valid Visa or passport. Just imagine what Canada should be numbered in Democracy list before Syria , Pakistan probably . That is what it should be placed ! India has multiple churches which also involved in mass conversion illigally but still India has maintained Democracy. What about Indian people question you same. Why church is here for !? We don't denied Democratic right and constitutional rights. Same like Indian has rightfully constructed Temple . Its thier Democratic right . Besides Canada always support terrorist and Khalisthani separatists elements. (What if India harbour same set of people who will support free Ontario form canada. Will you accept it !?) This is the question that is been asked by journalist to your foreign secretary.He was silent
Identity Attack0.293411
Insult0.16883044
Profanity0.021603432
Threat0.010731863
Severe Toxicity0.010528564
Low Tox 0.2854903 Constructive 0.616 Policy_Critique
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
I am tired of people coming to Canada and not understanding why most Canadians celebrate Halloween And when we ask a Person that comes here if they take their children out for Halloween they say …
I am tired of people coming to Canada and not understanding why most Canadians celebrate Halloween And when we ask a Person that comes here if they take their children out for Halloween they say i Quote: We dont believe in the Devil only in jesus christ...This is a miss understanding and frankly an insult. So here you go.....Info for you! ...............Canadians celebrate Halloween due to its roots in the ancient Celtic festival of Samhain, which was brought to Canada by Irish and Scottish immigrants in the 19th century. While the original celebrations focused on appeasing spirits and marking the end of the harvest, modern Canadians celebrate for fun and community, participating in activities like trick-or-treating, costume parties, and decorating homes with jack-o'-lanterns. Historical Origins Celtic Festival: Halloween's origins lie in the ancient Celtic festival of Samhain (pronounced "sah-win"), which marked the end of summer and the harvest season and the beginning of the dark, cold winter months. Blurred Boundaries: Celts believed that on the night of October 31st, the boundary between the world of the living and the world of the dead blurred, allowing spirits to roam the earth. Pagan Practices: To ward off evil spirits and to celebrate the harvest, people would dress in costumes, light bonfires, and prepare food offerings. All Hallows' Eve: Over time, the tradition merged with Christianity. All Saints' Day was established on November 1st, and the night before became known as All Hallows' Eve, a contraction of which led to the word "Halloween". Arrival in Canada Immigrant Traditions: The customs of Halloween were brought to North America, including Canada, by large numbers of Irish and Scottish immigrants in the mid-1800s. Cultural Adaptation: Over generations, these traditions evolved into the modern holiday we see today, incorporating new elements and becoming a popular cultural event. Modern Celebrations Fun and Community: Today, Canadians celebrate Halloween for the fun and mystery it offers, fostering a sense of community and togetherness. Popular Activities: Common activities include dressing in costumes, carving pumpkins to create jack-o'-lanterns, decorating homes, attending parties, and the popular tradition of trick-or-treating. Cultural Experience: For newcomers, Halloween in Canada is an exciting opportunity to experience Canadian culture and connect with neighbors. This helps out Canadian businesses as well. So next time someone asks you at least you will know to not use the Devil reason! We are not Mexico! Go look up their calibrations! Quite insulting Canada and learn our Celebrations if you chose to come here! Than You for your time!
Identity Attack0.28034934
Insult0.16124763
Profanity0.07191269
Threat0.008194493
Severe Toxicity0.010757446
Low Tox 0.2854903 Constructive 0.743
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Richmond Hill and Scarborough in Ontario and Richmond in BC are largely Asian Woodstock ON is largely Italian So, when the Canadian government (particularly a drama teacher turned prime minister) allowed and gave LEGAL VISA's …
Richmond Hill and Scarborough in Ontario and Richmond in BC are largely Asian Woodstock ON is largely Italian So, when the Canadian government (particularly a drama teacher turned prime minister) allowed and gave LEGAL VISA's to thousands of economic migrants from India with no questions asked, what responsibility and accountability do Canadian voters demand from their own governments - both federal and provincial? While it's easy to videotape borderline racism and bigotry directed at immigrants from any one background or national origin (which is understandable btw), why not go interview videotape Sean Fraser and others like him who allowed (and signed off) this to occur in the first place? See what nuggets of wisdom you get from your own government perhaps.
Identity Attack0.2331515
Insult0.23237456
Profanity0.025087673
Threat0.009126588
Severe Toxicity0.0077438354
Low Tox 0.2854835 Constructive 0.621 Policy_Critique
Dec 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Very well done video & Thank YOU for showcasing the point of view from "real Canadians". As an immigrant who came to this country & fell in love with its culture 40 years ago, it's …
Very well done video & Thank YOU for showcasing the point of view from "real Canadians". As an immigrant who came to this country & fell in love with its culture 40 years ago, it's appalling to see how our beautiful first world country is quickly becoming a gutter. The newcomers these days are the privileged ones. All of us need to speak up, especially those of us immigrants who retain our original accents &/ non-white because our white fellow Canadians are accused of being racist whenever they do (though many could learn to be more eloquent. ie. go back to your country does NOT help)! I see it as my Canadian duty to remind "misbehaving" newcomers the reason they left their country in the first place. ie. You chose Canada for a better life, so why try to change it into the one you left? ie. Help me understand your logic? Why not leave your hate & war at the border; just like normal folks won't bring stinky garbage into their new homes. Life is challenging enough when you uprooted to a new country (especially our unforgiving cold Winter). So, just focus on the positive things in your new country & leave all your miseries behind... ie. Learn to adapt & enjoy your new country. Canada is a great country because of the love & effort of those before you, so now you are the beneficiary. Join the legacy by enhancing this beautiful country & its culture, so you can pass on this century old legacy for later newcomers to enjoy, like you do now. What dignity do you have & what kind of life lessons to your children by bullying your culture & religion into Canada at the expense of other Canadians? This will fracture Canada if everyone does that. Do you want this country to become so fractured & terrible that your descendants have to leave for a better country, like you did? Is that what your religion teaches you? Does it state it's perfectly fine to satisfy all your whims & wishes at the expense of others? Are you striving for Canadians to think badly of your race/culture? Are you being a good ambassador to your race/community/culture/religion? Canadians are so friendly & helpful, if you need help, just ask, please don't demand. Learn the language & it's ok to speak broken/pigeon English with gestures to communicate. No one expects you to be an English scholar; you gain respect for trying. Apply some basic Canadians manners, which goes a long way... Please & Thank You, Smile doesn't cost you anything, besides it's good exercise for your facial muscles. I worked my entire career with the public, I very seldom encounter negative feedback when I do the above. If they get nasty, I tell them that's definitely not the Canadian way to make friends & wish them Good Luck! I also make a point in telling the wealthy ones "Tax Avoidance is legal (I'm more than happy to show them), but Tax Evasion is not! Then reminding them....Canada will be bankrupt eventually if everyone don't pay their fair share of taxes. ie. You may not suffer, but your children/grandchildren will. Worst Case scenario, you didn't get the necessary medical care when you most needed it!!! We should lobby for a mandatory course that all newcomers have to take & PASS a test about Canadian culture & expectations. If they fail, no citizenship for sure! But that would be another hornets nest because our parliament will debate over definition of "Canadian Culture" for decades. Welcome to Canada!😂
Identity Attack0.29798782
Insult0.1669316
Profanity0.028776871
Threat0.008039144
Severe Toxicity0.008392334
Low Tox 0.28547668 Constructive 0.831
Sep 12, 2025 Why Canadians Are Turning Against …
These comments are jokes … I’m a born and raised Canadian who’s parents came here in the 1960 to British Columbia , Brampton is beautiful city a lot of this hate towards it is just …
These comments are jokes … I’m a born and raised Canadian who’s parents came here in the 1960 to British Columbia , Brampton is beautiful city a lot of this hate towards it is just racism .. go to Markham filled with Chinese’s who’s stores names are written in their language they even had police station setup , go to Mississauga area filled with Arabs, go to parkdale filled with Philippines and Tibetan … every city in this country has sub section of communities and if people have issue with immigration go and complain to the government that’s allowing it to happen by selling false dreams … immigration is open to anyone as long as you have the money to support your stay here along with the necessary paperwork… plus half of the people complaining about jobs go and ask manager why they hire international kids .. cause they actually show up to work since they gotta work had to pay for high cost of living.. unlike most of the Canadian born kids that will call in sick cause they stayed up until 3 playing video games , it has nothing to do with skin color but work ethics
Identity Attack0.26325142
Insult0.16989174
Profanity0.03715288
Threat0.008841781
Severe Toxicity0.009727478
Low Tox 0.28547668 Constructive 0.686
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
New Zealand is under attack due to Chris Luxton, the prime minister. A few is ok, but now it’s getting out of control. Americans are the next problem, running from what they asked and voted …
New Zealand is under attack due to Chris Luxton, the prime minister. A few is ok, but now it’s getting out of control. Americans are the next problem, running from what they asked and voted for. Just stay home we don’t want you. Canadians are welcome.
Identity Attack0.28034934
Insult0.13969865
Profanity0.0157622
Threat0.013528148
Severe Toxicity0.009002686
Low Tox 0.28547668 Moderate Con 0.361 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Did you ask why they’re stereotyped as being dirty ?
Did you ask why they’re stereotyped as being dirty ?
Identity Attack0.031722516
Insult0.24561718
Profanity0.11911256
Threat0.006317357
Severe Toxicity0.005264282
Low Tox 0.2854699 Moderate Con 0.323
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This has racist undertones however the best for all you candians dont allow any indian and dont fo any trade with india. So next time you vote ensure your government make that a priority. Yeah …
This has racist undertones however the best for all you candians dont allow any indian and dont fo any trade with india. So next time you vote ensure your government make that a priority. Yeah there are some issues regarding the kalistan but that you should ask justin
Identity Attack0.2964622
Insult0.10440776
Profanity0.043916557
Threat0.00899713
Severe Toxicity0.008811951
Low Tox 0.2854699 Constructive 0.556 Identity_Assertion
Feb 12, 2026 2 likes Inside Canada's Indian Invasion...
It sickens me to see how much our dysfunctional government gives the new immigrants more money to live on then what they give CANADIAN SENIORS. We seniors have worked in Canada our whole lives. Seniors …
It sickens me to see how much our dysfunctional government gives the new immigrants more money to live on then what they give CANADIAN SENIORS. We seniors have worked in Canada our whole lives. Seniors are having to decide which bill to pay or miss the bill and buy food. I went to work at the age of 12. I had two paper routes to do before going to school which was a total of 7.00 a week. I also worked in a greenhouse after school and weekends for 50 cents an hour. Now being disabled I am not able to work even a part time job or even find a part time job. I have been looking for a part time job. I have sent out 250 resumes just last month and did not even get a rejection reply. My specialists asked me if I realized the harm I am doing to myself. What other choice do I have? The Liberal government have broken Canada.
Identity Attack0.10221587
Insult0.24928534
Profanity0.031140719
Threat0.007417747
Severe Toxicity0.006904602
Low Tox 0.2853768 Constructive 0.685 Personal_Narrative
Aug 25, 2025 Why Canadians Are Turning Against …
They pray to so many demons and love giving them gifts. Only demons ask for gifts
They pray to so many demons and love giving them gifts. Only demons ask for gifts
Identity Attack0.078392304
Insult0.16758773
Profanity0.14578357
Threat0.010084574
Severe Toxicity0.011138916
Low Tox 0.2853768 Low Con 0.229 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I remember a while back a bunch of Chinese tourists visited Ontario and were confused, they asked "Where are the white people?"
I remember a while back a bunch of Chinese tourists visited Ontario and were confused, they asked "Where are the white people?"
Identity Attack0.36803186
Insult0.06599696
Profanity0.037904397
Threat0.009126588
Severe Toxicity0.008163452
Low Tox 0.28312725 Moderate Con 0.482 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Beautiful thing about we Hindus or Sikhs is that we don't enforce our culture to anyone. If it was Islam, Brampton would have become a no go zone or a mini Islamic country. You might …
Beautiful thing about we Hindus or Sikhs is that we don't enforce our culture to anyone. If it was Islam, Brampton would have become a no go zone or a mini Islamic country. You might ask me, why don't they assimilate with locals? Well, we are culturally different and our skin colours are different. Assimilation at large scale requires common ground. In work places, people assimilate but Race Mixing at large scale is also not good for the society. It's very sad to see white people being homeless, Build a community of your own, look after one another. To be honest, you guys have destroyed your family structure in the name of individualism, feminism etc...
Identity Attack0.36273825
Insult0.08459369
Profanity0.07223598
Threat0.011586283
Severe Toxicity0.010986328
Low Tox 0.2820025 Constructive 0.753 Identity_Assertion
Dec 24, 2025 Inside Canada's Indian Metropolis (Brampton)
As a canadian I really feel this, thanks these indians and our government getting a job is a nightmare especially if you live in the city and most of the country is far-left so it …
As a canadian I really feel this, thanks these indians and our government getting a job is a nightmare especially if you live in the city and most of the country is far-left so it isn't changing anytime soon. It's just sad to see, I'm not racist I just want my own country and my own job but I guess that's asking too much :/
Identity Attack0.29951343
Insult0.1378885
Profanity0.028503597
Threat0.007314181
Severe Toxicity0.00793457
Low Tox 0.28087774 Constructive 0.679 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
We should be asking how did white people get to north america and where are the natives instead of focusing on legally migrating hardworkers who are ceos in all big tech companies
We should be asking how did white people get to north america and where are the natives instead of focusing on legally migrating hardworkers who are ceos in all big tech companies
Identity Attack0.32768643
Insult0.06459839
Profanity0.049928714
Threat0.009178371
Severe Toxicity0.008964539
Low Tox 0.27975297 Moderate Con 0.34 Moral_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
It’s very interesting because Indians seem to be more thick skinned than Canadians in general, so even white ppl’s reservations or microaggressions don’t register to them and they just keep expanding on positivity. I’ve met …
It’s very interesting because Indians seem to be more thick skinned than Canadians in general, so even white ppl’s reservations or microaggressions don’t register to them and they just keep expanding on positivity. I’ve met many Indian people in Canada and it almost seems like they’re so positive and community minded that they think it’s small minded to be stingy about sharing space, which can clash with the general reserved nature of Canadians but also make you feel embarrassed in a way about being judgmental. You even see it in this video with the white guy asking judgey questions to Indians but he gets showered with food and hospitality from the Indians. No matter how you fight it you kind of get overpowered by their positivity…
Identity Attack0.316
Insult0.15485314
Profanity0.062454045
Threat0.008815889
Severe Toxicity0.008468628
Low Tox 0.27412915 Constructive 0.76 Moral_Argument
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
(Flees gang violence, applying for Asylum) _ Creates and joins gangs in Canada when they arrive. Becomes liasons for the old gangs they fled from. Their community fears the police... (because back where they are …
(Flees gang violence, applying for Asylum) _ Creates and joins gangs in Canada when they arrive. Becomes liasons for the old gangs they fled from. Their community fears the police... (because back where they are from, the Police is corrupt and works with gangs.) Thus they perpetuate the cycle by not calling out the individuals and help gang-busting units. Canada then starts enabling this. By kid-gloving migrants, non-permanent residents, Visa holders. Judges arent helping either. BAIL, BAIL, BAIL $$$. And thus Crime is imported. Religious extremists call out xyz-phobia. Etc... I was told that my struggles, my hard work. My self-imprivement and all of the trials I got througb are "A priviledge" that I have it better than xyz. And I get demeaned for my skin colour, and that I was born in Canada so I (must have is good) _ right? As a french-Canadian. English Canadians shit on me. As a woman, I get judged as a Tomboy and asked if I'm a Lesbian (no. I just like video games and Cars), and get judged by my skin whenever I claw myself out of a challenge or find some stability and happiness. Colonizer, slaveowner, cracker, priviledged, cooshie, freerider, racist, kkk, nazi. White supremacist, faschist, etc... Its enough to infuriate anyone. And you'd think we got away from being racist. Of using slanderous namecalling. Its depressing.
Identity Attack0.16993292
Insult0.20668297
Profanity0.02344803
Threat0.02803385
Severe Toxicity0.008735657
Low Tox 0.27412915 Constructive 0.648
Aug 25, 2025 Why Canadians Are Turning Against …
You lost me at Truckers asking for freedom.🤮 👎
You lost me at Truckers asking for freedom.🤮 👎
Identity Attack0.007954539
Insult0.14150882
Profanity0.13785136
Threat0.009100696
Severe Toxicity0.0119018555
Low Tox 0.26859093 Low Con 0.255
Sep 10, 2025 2 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.