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What is Pandas in Python?
Introduction What is Pandas? What does the name “Pandas” stand for? Why use Pandas? Getting Started with Pandas Installing Pandas Creating your first DataFrame Exploring and manipulating data in DataFrames Key Features of Pandas Data Structures Data Manipulation and Analysis Visualization Conclusion Summary of key benefits Why Pandas is essential for Python data science FAQs What is…

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Creating a Loan Amortization Schedule with Prepayments using Python and Pandas
Creating a Loan Amortization Schedule with Prepayments using Python and Pandas
Introduction Managing a loan can be a complex task, especially when it comes to tracking payments, interest, and prepayments. In this article, we’ll explore a Python script that generates a loan amortization schedule with the ability to apply prepayments. The script utilizes the Pandas library for data manipulation and Excel export. Loan Amortization Schedule A loan amortization schedule is a…

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#Compound interest#Excel export#Financial management#Financial planning#Loan amortization schedule#Loan analysis#Loan interest savings#Loan management tool#Loan optimization#Loan payment breakdown#Loan payoff calculator.#Loan payoff strategy#Loan repayment#Loan schedule generation#Loan tenure reduction#Loan tracking#Pandas library#Personal finance#Prepayments#Python loan calculator
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This took way longer than it had to I swear- but i really wanted to paint a cozy bakery scene and I’m actually super happy with how the colors and everything came out. And all the little baby opies everywhere- ^-^
Process Short Here (as well as a sticker of little opossum snuggled in a quilt)
And you can get the Print Here
#the little upstairs library was inspired by a coffee shop we’d go to every Sunday when I was really little#they had a loft with a bunch of bookshelves and an armchair and a huge encyclopedia collection which I loved#like a normal five year old#the Australia one was my favorite because it had a picture of a fruit bat#artists on tumblr#small artist#my art#young artist#traditional art#kawaii style#art print#woodland animals#wildlife#wildlife art#i suppose#opossum#possum#raccoon#trash panda#groundhog#skunk#possum art#cozy#cozy winter#holiday#cozy aesthetic#cozy winter art#cozy art
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all my life...
#lol#humor#inspiration#poem#poems on tumblr#books & libraries#memes#in stars and time#artists on tumblr#writers on tumblr#cats#love#fypシ#fypツ#tumblr fyp#fypage#pokémon#panda#her wings#so hot and sexy
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#aesthetic#art#artists on tumblr#books & libraries#writers on tumblr#poets on tumblr#fypツ#memes#dank memes#best memes#lol memes#tumblr memes#funny memes#funny post#funny image#funny pics#funny shit#ha ha funny#funny stuff#funny#fypシ゚viral#tumblr fyp#fypage#kung fu panda
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why?
#humor#pokémon#poems on tumblr#memes#lol#poem#tumblr fyp#inspiration#hell is a teenage girl#books & libraries#fypツ#fypage#fypシ#fyp#u feel me#life#they dont know#jesus#panda#pokemon#politics#tw blood#wings of fire
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this part of ggy makes me think that tony doesnt prefer keeping his interests and thoughts to himself but he actually would ramble on for a while about something hes interested in if someone else would listen
#take notes beckoryers#adding this to my mental tony becker library lfhdfhkdf#pandas.txt#pandas talks#thoughts#tony#tony 'talks a lot' gregory 'listens'
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Por + días grises
Nublado, frío e in sentimental.
#nublado#black and white#frases#gil grissom#hombre#pareja#panda#sarcasmo#books and libraries#cita de libro#dias lluviosos
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SAFETY AS ILLUSION- DANGER AS FRACTURE
1. Connected to the maintenance of life as living death is the second promise of the walls of civilization, the promise of safety.
2. Safety is always illusionary, as the countless attentats, and ever changing airport security protocols reveal- yet its impositions are very solid. Take the traditional wall around a town or settlement (which offers the promise of 'protection from the outside threat- the barbarian); the wall can be undermined, scaled, even broken to pieces if one has time and motivation, it crumbles with age and without constant maintenance and can be bypassed simply by seducing the one who guards it. Yet, to the individual inside the wall, the towering mass of bricks seems both impenetrable and inescapable, and represents a very material disconnect from that which is outside (one cannot for example even see what is outside the walls).
3. Thus the illusion of safety, is stripped bare, not as a form of protection, but as a form of containment; only those who live inside the walls can be convinced of safeties impenetrability- anyone with will enough to exist beyond the walls can see the paper tiger for what it really is- a trap to prevent escape and not a defense against entry.
4. Todays walls are much more diffuse; produced on and in the psychic level in the schools and social relations, the walls are built up inside the minds of individuals who for so many generations have lived inside of them and now no longer need not to see the outside in order to be afraid of it.
5. The illusion of safety has permeated every aspect of daily life, what 'safety' means is never concretely defined; aside from the columns of foot-soldiers patrolling the streets and CCTV at every corner, there is no discursive definition of what it might mean to be 'safe' and no concrete description of what the danger really is.
6. Even radical milieus have adopted these logics, with demands for 'safe space', policies defining safety, and the imagining that one can create places or communities free from the 'dangers' of the outside world.
7. Safety is always premised in imaginary dangers- usually the dangers of the outside, the 'other', or most often mortality. In the name of being kept alive any number of repressive measures become normalized.
8. To assist or allow suicide is still illegal in most of the world[4], the cages of the mental hospitals and prisons are filled with individuals who present a 'danger' to the life of themselves or others.
9. The demand for safety, always walks hand in hand with the forces of domination. Be that tradition of Radical Feminism which demanded 'safer streets' for women against masked and racialized attackers (and resulted in huge police incursions into poor and racialized communities), or the push by LGBT charities for hate crime legislation to protect individuals from street harassment/harm (and which has been used as a 'catchall legislation' that sees vast increases in incarceration and penal punishments for as little as saying 'fuck' in a public space).[5]
10. A fitting example of the anthropocentric obsession with safety is the 'house cat'; a being for whom the entirety of its existence is passed within the confined walls of an apartment. Premised on the idea that the dangers of the outside world; getting lost, starving to death, being run over by a car- are so terrifying (from the human captors point of view) as to justify the ultimate cruelty and curtailment of freedom. The cat is kept entirely 'safe', in a sterile environment which cannot harm her; and yet can one say honestly that a being for whom long nights, restless hunts, a shrugging disregard for humanity are normal character traits- the four walls of a human made prison will bring her happiness?
11. The 'house cat' also serves as fitting analogy for our own lives- the masters of domination keep us safely contained in the cities, the workplace, the homes; and we may wriggle a little, excited by the promise of the gym or the swimming pool- but to go outside, truly outside of their world is not only forbidden but now impossible. We welcome the crushing wheels of the car or the neighbors dog to carry us away- danger signifies freedom.
12. Individuals oscillate between captor and captive as they internalize and reproduce the logic of safety. From the cop on the street corner, to the parent warning its children of the dangers of pedophiles, to the liberal queer askewing violent or confrontational action and enforcing passivity in the name of 'inclusivity'.
13. Individuals of this epoch must face the fact that nowhere is 'safe', and that anyone promising to provide safety is in fact only (re)producing captivity.
14. When entangled with the enforcers of safety- (the police or their representatives) one soon becomes aware, that the illusion of safety is not some absolute safety from harm, but some imagined parameter of safety defined by the apparatchiks and algorithms of domination.
15. When falling fowl of the enforces of safety, one quickly realities that their version of 'keeping you safe' in fact means keeping you under control, or more often saving you from imagined danger so that they can inflict their own very real harm upon you.
16. One can for example be stopped for driving the car too fast, for passing a red light too early, for trying to jump from a bridge, for exploring and abandoned warehouse, or for engaging in a physical confrontation, in all the examples the behavior will first been defined as 'dangerous' and the narrative usually follows "we are here to protect you". Naturally the moment one is in the hands of those enforcers of safety, she can expect to be beaten, tortured, confined in a cage, sexually assaulted, humiliated, bullied and harmed in any myriad of unnameable ways.
17. "Keeping you safe" is synonymous with maintaining the monopoly of danger, harm and violence.
18. It benefits domination to have as many imaginary dangers as possible at play in any given moment. The more, and scarier the dangers, the greater the playground for imagining ways to ensure 'safety'.
19. The ever increasing number of dangers which the civilized order is happy to integrate into its logic- be that the threat of terrorism, ecological disaster, petty crime, homophobia, gendered violence or racism justifies an ever increasing number of punishments, containments and cages.
20. In many 'liberal democracies' we see how the response to popular awareness of structural oppression has been to criminalize any individuals who are accused of perpetuating it (ignoring the reality that the state is always the biggest perpetrator). From hate crime legislation protecting 'oppressed minorities' to attempts to ban networks like tor (because thats where terrorists live) we see time and time again that the promise to keep us free from danger, warped into the very real application of harm.
21. The illusion of safety rests on a very fluid understanding or what and who represent danger. In the logic of domination, we are presented daily with the idea, that a heavily armed gang, enshrined with the right to murder, kidnap, rape, and torture (the police) are 'safe' and that some kid running a red light or walking whilst black represents danger.
22. This is further complicated by status's awarded to individuals based on presumed compliance/non compliance- the refugee is 'safe' the illegal immigrant is dangerous, the steel worker is 'safe' the sex worker is dangerous, the law abiding citizen is 'safe' the criminal is dangerous. The arbitrary awarding of the right to safety is in fact the real danger.
23. Such arbitrary awarding, mean that In the name of safety we have armed hooligans patrolling the streets with assault rifles- and one can go to jail for carrying a kitchen knife from store to homestead.
24. Anyone who believes, we are safe inside the walls is delusional at best and more likely suicidal.
25. Some 'good citizens' (white, rich, cis, hetro, law abiding) might be able to uphold the lie that they are safe inside the walls (even if they discount the toxic fumes and radio waves slowly annihilating them); but even they will be forced to admit their mistake when in the name of 'safety' they cannot leave their home cage except to go their (re)productive one.
26. More than all of this though, why do we need to be safe? Why have we allowed a fear of danger to incubate inside our minds and proliferate in our praxis? Do we even really know what we mean when we say we want to be safe? We are trapped in illusions curated by tyrants.
27. Safety might be illusionary, but danger can be very real. Not the imaginary dangers domination feeds its subjects in order to keep them servile- but the danger which domination itself lives in constant fear of.
28. To break from captivity, is to accept danger into ones life- not the false dangers which preclude safety; but the real dangers of active confrontation with those who claim to provide it (safety). Accepting real danger, means arming conflictuality against the state, the police, technology, pacifistic ideologues, and perhaps even oneself- it is the realization that even if nothing is worth dying/going to jail for, these possibilities are perhaps less terrifying than remaining safe (i.e. captive).
29. To perpetuate the illusion of safety, into every aspect of life is always the goal of domination, every time one arms conflictuality, imbues danger, creates fracture; safety will rush to plug the breach. Just as one has almost no chance of destroying civilization, there is little hope of destroying safety in its totality; one can chip away, and expand ruptures but one must always be prepared that the ruptures will create new forms, and enforcements of safety- the battle will be an endless one.
30. The fight against safety in and of itself, creates danger for the one who pursues it.
31. If one is to truly realize the illusion of safety, and from this realization act in order to destroy it; she must first welcome danger as a constant friend and companion.
32. Through the process of becoming dangerous, she must face the very real dangers inside the walls (repression, assault, murder), and open her heart to all the possible imaginary ones outside of them.
33. Domination will be at every door when one opens herself fully to danger. It will close tight ranks all around and try to force safety at any cost on the one who seeks it.
34. Danger must embody all the fear of the unknown, all the visceral terror of the lands outside the walls, it must plunge deep into the darkness and never shine a light.
35. If danger spreads, 'safety' will wither.
#organization#revolution#anarchism#daily posts#communism#anti capitalist#anti capitalism#late stage capitalism#anarchy#anarchists#libraries#leftism#social issues#economy#economics#climate change#anarchy works#environmentalism#environment#solarpunk#anti colonialism#mutual aid#Let.Me.Die#let me die#pandas technology and the end of the world#bellatrix black#down & out distro
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@red-panda-28 @loveislarryislove @1d-library
#1dlibrary#1d memes#fandom memes#larrie memes#out of context discord#1d library discord out of context#out of context texts#loveislarryislove#red-panda-28
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For #NationalPandaDay:

Earliest published European image of the Giant Panda (Ailuropoda melanoleuca), based on the first skin sent to Europe, acquired by French missionary Armand David in China in 1869 and sent to Muséum national d'Histoire naturelle in Paris.
Plate 50 in H. Milne-Edwards’ Recherches pour servir à l'histoire naturelle des mammifères (Paris, 1868-1874). BHL.
#animals in art#animal holiday#european art#19th century art#species ID#panda#giant panda#natural history art#scientific illustration#zoology#mammalogy#book plate#lithograph#BHL#Biodiversity Heritage Library#National Panda Day
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I run Dungeons & Dragons and occasionally some other tabletop rpgs at my library, and like many DMs, one of my favorite things to do is slip little references to media I enjoy into my games. My audience is mostly in the 12-15 range, so oftentimes the references are to media that they don't know about and I could possibly get in trouble for telling them about, but it still makes me happy.
So when I ran a session of the Grant Howitt one-page RPG Crash Pandas (where you play as street-racing raccoons), I decided to have a knockoff of the Mechanisms as one of the other racers. They were in a bus that was also named Aurora, one of them had killed a party member's family, and in the end the bus got blown up by a pyromaniac raccoon (which is, admittedly, a pretty Mechs thing to happen). A very fun time was had by all.
My players absolutely loved Crash Pandas, so this October, I chose to forgo my usual oneshot of a specifically horror-based or spooky ttrpg to instead run a Halloween-themed Crash Pandas oneshot. And, while the group's destructive tendencies last time meant that I had to pick a new lineup of rival racers, I brought the Mechanisms back, because why the hell not?
And let me tell you, when one of the players that had been at the previous one walked in and almost immediately pointed to the bus and shouted "It's Jonny!" my soul left my body.
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python baby PLEEEEAAAAASEEEEE add generics. it would make my typehinting life SOOOOOO much easier
#programming#python#still haven't found a type checker that doesn't flag my code as “possibly incorrect” because pandas and numpy and stuff love to have like#seventeen different possible return types for a given function#and I don't want them doing static analysis on the whole library because that's why pylyzer has stack overflows out the ass
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Happy birthday Jack Black




#aesthetic#art#artists on tumblr#books & libraries#writers on tumblr#poets on tumblr#fypツ#jack black#kung fu panda#school of rock#bowser
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Yes, you do.
#lol#memes#humor#inspiration#poems on tumblr#books & libraries#i need a partner#pandora#panda#yes or no#yes sir#heartbreak#pokemon#pokémon#horse#homero simpson#overthinking#own voices
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youtube
Aquí les traigo mi primer trabajo. Espero lo encuentren de su apreciación. Esta obra consiste de 96 páginas, que contiene un total de: 37.069 palabras, compuestos por 769 párrafos en su mayoría, de gran extensión. Dediqu�� innumerables horas de mi tiempo para su construcción y desarrollo. Realmente lo disfruté, pero fue agotador, en más de un sentido, sin embargo, no me arrepiento. Si eres fan de mi trabajo y aprecias el esfuerzo que deposito en la creación de estas obras para tu entretenimiento. Te invito a que hagas una donación en mi Patreon, así me puedes ayudar a continuar trayendo este contenido al tener más tiempo libre para ello, del mismo modo, tus donaciones serán de mucha ayuda para adquirir herramientas que puedan ayudarme optimizar mi trabajo y, de esta forma, traer historias mejor preparadas y que puedas disfrutar de una forma completamente diferente. Dicho esto, te invito a que me sigas a mi canal de youtube, Wattpad y fanfiction.
#escritores#dibujo#hyuns dojo#viendo universos#fanfic#fanfiction#ao3 fanfic#ao3#ao3 writer#archive of our own#youtube#reacciones#reacción#kung fu panda#kung fu movies#historia#escritos#cosas que escribo#escrituras#literature#books & libraries#libros#video games#games#videogame#movies#horror movie#tv series#serie tv#television
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