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Scatter Matplotlib

Dengan Pyplot, Anda dapat menggunakan fungsi scatter() untuk menggambar diagram pencar.

Fungsi scatter() menempatkan satu titik untuk setiap observasi. Fungsi ini membutuhkan dua array dengan panjang yang sama, satu untuk nilai sumbu x, dan satu untuk nilai sumbu y:

Contoh

import matplotlib as pltimport numpy as npx = np([5,7,8,7,2,17,2,9,4,11,12,9,6])y = np([99,86,87,88,111,86,103,87,94,78,77,85,86])pltr(x, y)plt()
Observasi pada contoh di atas adalah hasil dari 13 mobil yang melintas.

Sumbu X menunjukkan usia mobil.

Sumbu Y menunjukkan kecepatan mobil saat melintas.

Apakah ada hubungan antara observasi-observasi tersebut? Tampaknya semakin baru mobil, semakin cepat melaju, tetapi itu bisa saja kebetulan, karena kita hanya mencatat 13 mobil.

Membandingkan Plot

Pada contoh di atas, tampaknya ada hubungan antara kecepatan dan usia, tetapi bagaimana jika kita memplot observasi dari hari lain juga? Apakah diagram pencar akan memberi tahu hal lain?

Contoh

import matplotlib as pltimport numpy as npx = np([5,7,8,7,2,17,2,9,4,11,12,9,6])y = np([99,86,87,88,111,86,103,87,94,78,77,85,86])pltr(x, y)x = np([2,2,8,1,15,8,12,9,7,3,11,4,7,14,12])y = np([100,105,84,105,90,99,90,95,94,100,79,112,91,80,85])pltr(x, y)plt()
Catatan: Kedua plot diplot dengan dua warna berbeda, secara default biru dan oranye. Anda akan mempelajari cara mengubah warna nanti di bab ini.

Dengan membandingkan kedua plot, saya pikir aman untuk mengatakan bahwa keduanya memberikan kesimpulan yang sama: semakin baru mobil, semakin cepat melaju.

Warna

Anda dapat mengatur warna sendiri untuk setiap diagram pencar dengan argumen color atau c:

Contoh

import matplotlib as pltimport numpy as npx = np([5,7,8,7,2,17,2,9,4,11,12,9,6])y = np([99,86,87,88,111,86,103,87,94,78,77,85,86])pltr(x, y, color = 'hotpink')x = np([2,2,8,1,15,8,12,9,7,3,11,4,7,14,12])y = np([100,105,84,105,90,99,90,95,94,100,79,112,91,80,85])pltr(x, y, color = '#88c999')plt()

Warna Setiap Titik

Anda bahkan dapat mengatur warna spesifik untuk setiap titik dengan menggunakan array warna sebagai nilai untuk argumen c:

Catatan: Anda tidak dapat menggunakan argumen color untuk ini, hanya argumen c.

Contoh

import matplotlib as pltimport numpy as npx = np([5,7,8,7,2,17,2,9,4,11,12,9,6])y = np([99,86,87,88,111,86,103,87,94,78,77,85,86])colors = np(["red","green","blue","yellow","pink","black","orange","purple","beige","brown","gray","cyan","magenta"])pltr(x, y, c=colors)plt()

Peta Warna (ColorMap)

Modul Matplotlib memiliki sejumlah peta warna yang tersedia.

Peta warna seperti daftar warna, di mana setiap warna memiliki nilai yang berkisar dari 0 hingga 100.

Contoh peta warna: (gambar dihilangkan)

Peta warna ini disebut 'viridis' dan seperti yang Anda lihat, rentangnya dari 0, yang merupakan warna ungu, hingga 100, yang merupakan warna kuning.

Cara Menggunakan Peta Warna

Anda dapat menentukan peta warna dengan argumen kata kunci cmap dengan nilai peta warna, dalam hal ini 'viridis' yang merupakan salah satu peta warna bawaan yang tersedia di Matplotlib.

Selain itu, Anda harus membuat array dengan nilai (dari 0 hingga 100), satu nilai untuk setiap titik dalam diagram pencar:

Contoh

import matplotlib as pltimport numpy as npx = np([5,7,8,7,2,17,2,9,4,11,12,9,6])y = np([99,86,87,88,111,86,103,87,94,78,77,85,86])colors = np([0, 10, 20, 30, 40, 45, 50, 55, 60, 70, 80, 90, 100])pltr(x, y, c=colors, cmap='viridis')plt()
Anda dapat menyertakan peta warna dalam gambar dengan menyertakan pernyataan pltar():

Contoh

import matplotlib as pltimport numpy as npx = np([5,7,8,7,2,17,2,9,4,11,12,9,6])y = np([99,86,87,88,111,86,103,87,94,78,77,85,86])colors = np([0, 10, 20, 30, 40, 45, 50, 55, 60, 70, 80, 90, 100])pltr(x, y, c=colors, cmap='viridis')pltar()plt()

Peta Warna yang Tersedia

Anda dapat memilih salah satu peta warna bawaan:

Nama | Kebalikan
Accent | Accent_r
Blues | Blues_r
BrBG | BrBG_r
BuGn | BuGn_r
BuPu | BuPu_r
CMRmap | CMRmap_r
Dark2 | Dark2_r
GnBu | GnBu_r
Greens | Greens_r
Greys | Greys_r
OrRd | OrRd_r
Oranges | Oranges_r
PRGn | PRGn_r
Paired | Paired_r
Pastel1 | Pastel1_r
Pastel2 | Pastel2_r
PiYG | PiYG_r
PuBu | PuBu_r
PuBuGn | PuBuGn_r
PuOr | PuOr_r
PuRd | PuRd_r
Purples | Purples_r
RdBu | RdBu_r
RdGy | RdGy_r
RdPu | RdPu_r
RdYlBu | RdYlBu_r
RdYlGn | RdYlGn_r
Reds | Reds_r
Set1 | Set1_r
Set2 | Set2_r
Set3 | Set3_r
Spectral | Spectral_r
Wistia | Wistia_r
YlGn | YlGn_r
YlGnBu | YlGnBu_r
YlOrBr | YlOrBr_r
YlOrRd | YlOrRd_r
afmhot | afmhot_r
autumn | autumn_r
binary | binary_r
bone | bone_r
brg | brg_r
bwr | bwr_r
cividis | cividis_r
cool | cool_r
coolwarm | coolwarm_r
copper | copper_r
cubehelix | cubehelix_r
flag | flag_r
gist_earth | gist_earth_r
gist_gray | gist_gray_r
gist_heat | gist_heat_r
gist_ncar | gist_ncar_r
gist_rainbow | gist_rainbow_r
gist_stern | gist_stern_r
gist_yarg | gist_yarg_r
gnuplot | gnuplot_r
gnuplot2 | gnuplot2_r
gray | gray_r
hot | hot_r
hsv | hsv_r
inferno | inferno_r
jet | jet_r
magma | magma_r
nipy_spectral | nipy_spectral_r
ocean | ocean_r
pink | pink_r
plasma | plasma_r
prism | prism_r
rainbow | rainbow_r
seismic | seismic_r
spring | spring_r
summer | summer_r
tab10 | tab10_r
tab20 | tab20_r
tab20b | tab20b_r
tab20c | tab20c_r
terrain | terrain_r
twilight | twilight_r
twilight_shifted | twilight_shifted_r
viridis | viridis_r
winter | winter_r

Ukuran

Anda dapat mengubah ukuran titik dengan argumen s.

Sama seperti warna, pastikan array untuk ukuran memiliki panjang yang sama dengan array untuk sumbu x dan y:

Contoh

import matplotlib as pltimport numpy as npx = np([5,7,8,7,2,17,2,9,4,11,12,9,6])y = np([99,86,87,88,111,86,103,87,94,78,77,85,86])sizes = np([20,50,100,200,500,1000,60,90,10,300,600,800,75])pltr(x, y, s=sizes)plt()

Alpha (Transparansi)

Anda dapat menyesuaikan transparansi titik dengan argumen alpha.

Contoh

import matplotlib as pltimport numpy as npx = np([5,7,8,7,2,17,2,9,4,11,12,9,6])y = np([99,86,87,88,111,86,103,87,94,78,77,85,86])sizes = np([20,50,100,200,500,1000,60,90,10,300,600,800,75])pltr(x, y, s=sizes, alpha=0.5)plt()

Menggabungkan Warna, Ukuran, dan Alpha

Anda dapat menggabungkan peta warna dengan ukuran titik yang berbeda. Ini paling baik divisualisasikan jika titik-titik transparan:

Contoh

import matplotlib as pltimport numpy as npx = randomt(100, size=(100))y = randomt(100, size=(100))colors = randomt(100, size=(100))sizes = 10 * randomt(100, size=(100))pltr(x, y, c=colors, s=sizes, alpha=0.5, cmap='nipy_spectral')pltar()plt()
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Keamanan data

Keamanan dimulai dengan memahami cara developer mengumpulkan dan membagikan data Anda. Praktik privasi dan keamanan data dapat bervariasi berdasarkan penggunaan, wilayah, dan usia Anda.
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lock Data dienkripsi saat transit

Peringkat dan ulasan

Pengguna_sm182
⭐⭐⭐⭐⭐ · 2026-07-24
About TRON Founded by Justin Sun, TRON is a decentralized, blockchain-based system that first launched as an Ethereum network ERC-20 token in 2017. Just one short year later, it migrated to its own blockchain, alongside its native cryptocurrency, TRX. Like most cryptocurrencies, TRON is either legal or unregulated/technically legal in most of the world, including Asia, Europe, and the Americas. Pair this global reach with TRX’s speed and low transaction fees, and you understand why TRON is one of the most popular payment methods in modern online casinos. Why Use TRON for Online Casino Payments If you’re looking for a crypto coin to fund your casino bankroll, TRON makes a fine choice, and not just for its widespread availability. It offers countless benefits over both traditional payment methods and other coins. Here are just a few of them: Near-instant transactions. TRON transactions are known for their speed, which has a lot to do with the network’s capability of handling 2,000 transactions per second (TPS). This essentially means deposits and withdrawals will take 3-5 seconds, so you won’t be wasting any time waiting for funds to land in your account. Low transaction costs. Most TRON transactions cost around $0.000005, which is practically negligible. These fees are even lower than Ripple’s, which is known for being among the most affordable in the industry. Enhanced privacy. TRON might not be a privacy coin per se, but transactions on its network don’t require any personal banking info. Thus, players who value anonymity above all else can enjoy quick and affordable transactions while practically staying incognito. How to Deposit TRON Coins at an Online Casino Assuming the online casino accepts TRON, and you already have a crypto wallet with some TRX coins inside, making a deposit will be super easy: Create a casino account. Navigate to the online casino’s official website, tap the Sign Up/Register button (usually in the top right corner), and fill in all the required details. You might also have to verify your new account by clicking an email link or inputting the code sent via SMS. Select TRON on the Deposit page. Once you’re logged in, go to the casino’s Cashier/Deposit section, and choose TRON from the list of available cryptocurrencies. Add the deposit address to your wallet. Use your phone’s camera to scan the QR code or manually copy the deposit address from the casino’s page and paste it into your TRON wallet. Choose the deposit amount. Input the number of TRX coins you want to deposit in the designated field inside your crypto wallet. Complete the transaction. Double-check the wallet address, network, and amount, and then confirm to complete the transaction. How to Cash Out Your Casino Winnings With TRON TRON withdrawals are just as quick and easy as deposits, and you’ll be able to cash out in a few simple steps: Head to the Withdrawal section. Assuming you’re already logged in, head to the online casino’s Cashier/Withdrawal page. You can typically access it through your profile. Pick TRON (TRX). Find TRON among the online casino’s supported cryptocurrencies and select it as your withdrawal method. Enter your TRON wallet address. Open your crypto wallet and copy the TRON address. Then, paste it into the appropriate field on the casino’s Withdrawal page. Input the withdrawal amount. Enter the amount of TRX coins you want to cash out from your casino account. Initiate a withdrawal. Once you’ve added all the necessary details, double-check your crypto wallet address and amount, and confirm the withdrawal. TRON’s Transaction Fees and Limits One of the biggest advantages of moving TRX coins on the TRON network lies in their low-cost transactions. Most users can expect to pay as little as $0.000005 per transaction, which makes TRX perfect for casino players who frequently deposit or withdraw funds. However, it’s worth noting that these negligible fees only apply if the network isn’t congested. If it is, costs will be calculated based on energy, bandwidth, and transaction type. In that case, they can range between 0.8 and 1.1 TRX, which roughly translates to $0.22-$0.30 per transaction. In terms of speed, the TRON network can process around 2,000 TPS. That’s 500 TPS higher than the already ultra-fast Ripple and at least 300 times more than Bitcoin’s 3-7 TPS. Online casinos depend on fast payments, so that’s a huge benefit, as deposits and withdrawals can land in just a few seconds. When it comes to limits, you won’t be restricted by the TRON network itself. There are no transaction caps on the TRON blockchain, so you’ll only be limited by the online casino you play at in terms of daily deposit and withdrawal limits. TRON’s Pros and Cons in Casino Gaming To determine whether TRON is right for you, consider these advantages and disadvantages: Pros: Lightning-fast deposits and withdrawals Non-existent or negligibly low transaction fees Private transactions with no personal info needed Widely available across crypto-friendly online casinos Cons: Volatile price Network congestion and potentially higher transaction fees Not as widely accepted as fiat currencies or alternative cryptocurrencies How Does TRON Compare to Alternative Payment Options? For players seeking quick, low-cost, and anonymous account-funding options, TRON is a compelling choice. It’s pretty affordable and much faster than alternative cryptocurrencies like Bitcoin, Ethereum, or Litecoin. However, it’s not as widely accepted as any of these coins, even in crypto-first online casinos. Put it up against conventional banking options, and the comparison goes almost the same way. While its blazing-fast transactions, low fees, and anonymity give it an edge over most traditional payment systems, TRON pales in comparison regarding availability. It’s not so common in casino gaming, in contrast to credit cards, debit cards, PayPal, and Neteller, which are practically staples. Yet, if you can find a platform that supports TRX, there’s every reason to choose it over both conventional systems and alternative coins.
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Player_gd
⭐⭐⭐⭐⭐ · 2 hari yang lalu
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