Annalise  Hyatt

Annalise Hyatt

1598587800

Avalanche danger in France

Which mountain ranges are the most dangerous in France for hikers and alpinists? This was my main question, because I recently moved to Grenoble which is basically french hiking paradise.

Unfortunately, only regional data I have found about mountain accidents where yearly****_avalanche accidents from reports of _ANENA (organization for study of snow and avalanches in France) divided by communes (small administrative units in France). This was the second best thing to mountain accidents grouped by mountain ranges, which I was unable to find, so as in poker or tetris I played the hand I was dealt and searched for shapefile of communes in France(luckily, official sources of french gouvernment did not let me down). These were only two pieces for my visualization “puzzle” I needed to start coding in Jupyter Notebook to create interactive map of avalanche accidents in France in last 10 years.

Don’t talk, just code

All files with source data and code in Jupyter notebook can be found in my GitHub repo Avalanche danger in France.

1) Installation

Assuming you have already standard Python libraries like Pandas and Numpy installed, for handling geospatial data and shapefiles I needed to add GeoPandas and Bokeh.

In my case (Windows with Anaconda) magical words for my command line were; _conda install geopandas and conda install bokeh, _as it is advised in documentation of GeoPandas and Bokeh libraries.

Image for post

Preview of final visualization depicting in colors commune with 1 - 30 avalanches in last 10 years in France and communes with no avalanches in grey

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Avalanche danger in France

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Annalise  Hyatt

Annalise Hyatt

1598587800

Avalanche danger in France

Which mountain ranges are the most dangerous in France for hikers and alpinists? This was my main question, because I recently moved to Grenoble which is basically french hiking paradise.

Unfortunately, only regional data I have found about mountain accidents where yearly****_avalanche accidents from reports of _ANENA (organization for study of snow and avalanches in France) divided by communes (small administrative units in France). This was the second best thing to mountain accidents grouped by mountain ranges, which I was unable to find, so as in poker or tetris I played the hand I was dealt and searched for shapefile of communes in France(luckily, official sources of french gouvernment did not let me down). These were only two pieces for my visualization “puzzle” I needed to start coding in Jupyter Notebook to create interactive map of avalanche accidents in France in last 10 years.

Don’t talk, just code

All files with source data and code in Jupyter notebook can be found in my GitHub repo Avalanche danger in France.

1) Installation

Assuming you have already standard Python libraries like Pandas and Numpy installed, for handling geospatial data and shapefiles I needed to add GeoPandas and Bokeh.

In my case (Windows with Anaconda) magical words for my command line were; _conda install geopandas and conda install bokeh, _as it is advised in documentation of GeoPandas and Bokeh libraries.

Image for post

Preview of final visualization depicting in colors commune with 1 - 30 avalanches in last 10 years in France and communes with no avalanches in grey

#jupyter-notebook #python #bokeh #france #avalanche

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What is Avalanche (AVAX) | What is Avalanche coin | What is AVAX coin

What Is Avalanche (AVAX)?

Avalanche is an umbrella platform for launching decentralized finance (DeFi) applications, financial assets, trading and other services.

It aims to be something of a global assets exchange, allowing anyone to launch or trade any form of asset and control it in a decentralized manner using smart contracts and other cutting-edge technologies.

Developers at Ava Labs claim that Avalanche is the first smart contracts network to offer transaction finalization in under one second as standard.

Avalanche launched its mainnet in September 2020. The platform’s native token, AVAX, performs various tasks within Avalanche and also functions as a rewards and payment system for users.

Who Are the Founders of Avalanche?

Ava Labs has three co-founders, among whom is  Emin Gün Sirer, the veteran computer scientist long associated with Bitcoin ( BTC) and decentralized networks.

Sirer has long been concerned with Bitcoin scaling, and the Avalanche Consensus is a direct follow-on from this research, allowing transaction volumes significantly higher than Bitcoin and competing with the likes of Visa.

Like Sirer, fellow co-founders Kevin Sekniqi and Maofan “Ted” Yin are also associated with Cornell University. Sirer is an advisor to Yin, who is undertaking a PhD in computer science.

The remainder of the team is made up of computer science, economics, finance and law experts.

What Makes Avalanche Unique?

Avalanche provides decentralized asset trading which anyone can launch and use, and does so with a network which is unique in the digital realm in providing subsecond transaction confirmations.

Developers aim to bring together the huge, fragmented and often opaque world of asset trading under one roof, allowing barrier-free access. Developers can create and release all manner of entities from blockchains to digital representations of any asset, and allow them to trade according to any given parameters. These include, for example, mimicking compliance regulations in various jurisdictions.

The AVAX token forms the in-house payment method for Avalanche, and is used for fee collection during transactions, as well as for incentives and related purposes. Users can also earn passive income by staking their coins on the network.

Related Pages:

Check out CMC Alexandria’s deep dive into Avalanche here.

Read more about Ethereum 2.0 here.

Check out our interview with Emin Gün Sirer here.

Want to learn more about Bitcoin (BTC) or other cryptocurrencies? Check out CoinMarketCap’s dedicated guide here.

How Many Avalanche (AVAX) Coins Are There In Circulation?

AVAX has a maximum capped supply of 720,000,000 (720 million) tokens. The genesis block contained half of that supply.

The other half will be released according to an emission curve detailed in the Avalanche whitepaper. A key difference to the emission of Bitcoin — which is unalterable — is that the AVAX release rate can be changed by community consensus. The supply cannot be changed; all that can differ from consensus is the rate at which the supply cap is reached.

In another contrast to Bitcoin and many other networks, transaction fees are “burnt” in order to increase token scarcity. This process is offset by the release, or “minting,” of new coins.

Transaction fees themselves vary according to the type of operation that the AVAX transaction is performing on the Avalanche network.

How Is the Avalanche Network Secured?

Avalanche is a proof-of-stake ( PoS) protocol which rewards users for staking coins. PoS networks have come under fire for their low attack cost, which in some cases has exposed serious vulnerabilities.

According to Ava Labs, Avalanche gets around this by changing governance to make it all but impossible for an attacker to covertly gain the necessary consensus.

Where Can You Buy Avalanche (AVAX)?

AVAX is a freely-exchangeable token and has made its way to major exchanges including Binance, OKEx and Huobi Global.

Would you like to earn AVAX right now! ☞ CLICK HERE

How and Where to Buy Avalanche (AVAX) ?

AVAX has been listed on a number of crypto exchanges, unlike other main cryptocurrencies, it cannot be directly purchased with fiats money. However, You can still easily buy this coin by first buying Bitcoin, ETH, USDT from any large exchanges and then transfer to the exchange that offers to trade this coin, in this guide article we will walk you through in detail the steps to buy AVAX

You will have to first buy one of the major cryptocurrencies, usually either Bitcoin (BTC), Ethereum (ETH), Tether (USDT)…

We will use Binance Exchange here as it is one of the largest crypto exchanges that accept fiat deposits.

Binance is a popular cryptocurrency exchange which was started in China but then moved their headquarters to the crypto-friendly Island of Malta in the EU. Binance is popular for its crypto to crypto exchange services. Binance exploded onto the scene in the mania of 2017 and has since gone on to become the top crypto exchange in the world.

Once you finished the KYC process. You will be asked to add a payment method. Here you can either choose to provide a credit/debit card or use a bank transfer, and buy one of the major cryptocurrencies, usually either Bitcoin (BTC), Ethereum (ETH), Tether (USDT)

SIGN UP ON BINANCE

Step by Step Guide : What is Binance | How to Create an account on Binance (Updated 2021)

After the deposit is confirmed you may then purchase AVAX from the exchange.

Exchange: Binance, Huobi Global, OKEx, HBTC, and BiKi

Apart from the exchange(s) above, there are a few popular crypto exchanges where they have decent daily trading volumes and a huge user base. This will ensure you will be able to sell your coins at any time and the fees will usually be lower. It is suggested that you also register on these exchanges since once AVAX gets listed there it will attract a large amount of trading volumes from the users there, that means you will be having some great trading opportunities!

Top exchanges for token-coin trading. Follow instructions and make unlimited money

BinanceBittrexPoloniexBitfinexHuobiMXCProBITGate.ioCoinbase

Find more information AVAX

☞ Website
☞ Explorer
☞ Source Code
☞ Social Channel
Message Board
☞ Documentation
☞ Coinmarketcap

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