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0zAND1z
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leap

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Tags:
price
analysis
Libraries:
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1
0zAND1z commited on
Commit
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1 Parent(s): 032b6d3

Initial commit

Browse files

- Python script to source data
- JSON dataset

Files changed (5) hide show
  1. .gitignore +2 -0
  2. README.md +7 -0
  3. data.json +1 -0
  4. dataset.py +70 -0
  5. requirements.txt +366 -0
.gitignore ADDED
@@ -0,0 +1,2 @@
 
 
 
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+ env/
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+
README.md CHANGED
@@ -1,3 +1,10 @@
 
 
 
 
 
 
1
  ---
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  license: unlicense
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  ---
 
 
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+ # leap
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+
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+ Experimental dataset for price performance of top cryptocurrencies.
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+
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+ This dataset is purely a research material and should not be be considered as an investment memorandum or financial advise.
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+
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  ---
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  license: unlicense
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  ---
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+
data.json ADDED
@@ -0,0 +1 @@
 
 
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+ {"price_details": [{"chain": "coingecko:ethereum", "prices": [{"timestamp": 1438905600, "price": 2.83162}, {"timestamp": 1470355200, "price": 10.940014108153814}, {"timestamp": 1501804800, "price": 221.67495953018923}, {"timestamp": 1533254400, "price": 410.954378120633}]}, {"chain": "coingecko:cosmos", "prices": [{"timestamp": 1550880093, "price": 3.005470734638383}, {"timestamp": 1582329693, "price": 4.952441248059963}, {"timestamp": 1613779293, "price": 23.064170317521896}, {"timestamp": 1645228893, "price": 26.981948896915508}]}, {"chain": "coingecko:solana", "prices": [{"timestamp": 1586491596, "price": 0.7437452104269077}, {"timestamp": 1617941196, "price": 27.924703208700834}, {"timestamp": 1649390796, "price": 122.23602060946853}, {"timestamp": 1680840396, "price": 20.55}]}, {"chain": "coingecko:polkadot", "prices": [{"timestamp": 1597806074, "price": 3.0122082814657354}, {"timestamp": 1629255674, "price": 23.951247005542335}, {"timestamp": 1660705274, "price": 8.991047265662612}, {"timestamp": 1692154874, "price": 4.832177416967127}]}, {"chain": "coingecko:avalanche-2", "prices": [{"timestamp": 1600761857, "price": 5.021129834587342}, {"timestamp": 1632211457, "price": 61.0460901689724}, {"timestamp": 1663661057, "price": 17.03379297988768}, {"timestamp": 1695110657, "price": 9.17}]}]}
dataset.py ADDED
@@ -0,0 +1,70 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import json
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+ import requests
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+
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+ model_dictionary = {
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+ "price_details": [
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+ {
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+ "chain": "solana",
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+ "prices": [
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+ {
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+ "timestamp": 1586491596,
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+ "price": 0.7437452104269077
12
+ },
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+ {
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+ "timestamp": 1618027596,
15
+ "price": 27.58404304009728
16
+ },
17
+ {
18
+ "timestamp": 1649563596,
19
+ "price": 113.54993240569314
20
+ },
21
+ {
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+ "timestamp": 1681099596,
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+ "price": 20.28
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+ }
25
+ ]
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+ }
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+ ]
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+ }
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+
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+ dictionary = {}
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+ price_details = []
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+
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+ URL_TGE_TIMESTAMP = 'https://coins.llama.fi/prices/first/'
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+ URL_PRICE = 'https://coins.llama.fi/prices/historical/'
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+ COINS = ['coingecko:ethereum', 'coingecko:cosmos', 'coingecko:solana', 'coingecko:polkadot', 'coingecko:avalanche-2']
36
+ UNIX_SECONDS_52W = 31449600
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+ YEARS = [1, 2, 3]
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+
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+ for COIN in COINS:
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+ chain_details = {}
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+ prices = []
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+ ogpricetuple = {}
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+ print("=====")
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+ print(COIN)
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+ chain_details['chain'] = COIN
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+ tge_timestamp_res = requests.get(URL_TGE_TIMESTAMP + COIN)
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+ tge_timestamp = json.loads(tge_timestamp_res.text)['coins'][COIN]['timestamp']
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+ ogpricetuple['timestamp'] = tge_timestamp
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+
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+ tge_price_res = requests.get(URL_PRICE + str(tge_timestamp) + '/' + COIN + '?searchWidth=1h')
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+ tge_price = json.loads(tge_price_res.text)['coins'][COIN]['price']
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+ ogpricetuple['price'] = tge_price
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+ prices.append(ogpricetuple)
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+ for YEAR in YEARS:
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+ pricetuple = {}
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+ timestamp = tge_timestamp + YEAR * UNIX_SECONDS_52W
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+ timestamp_price_res = requests.get(URL_PRICE + str(timestamp) + '/' + COIN + '?searchWidth=1h')
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+ timestamp_price = json.loads(timestamp_price_res.text)['coins'][COIN]['price']
59
+ pricetuple['timestamp'] = timestamp
60
+ pricetuple['price'] = timestamp_price
61
+ prices.append(pricetuple)
62
+
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+ chain_details['prices'] = prices
64
+ price_details.append(chain_details)
65
+
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+ dictionary['price_details'] = price_details
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+ print(dictionary)
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+
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+ with open("data.json", "w") as outfile:
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+ json.dump(dictionary, outfile)
requirements.txt ADDED
@@ -0,0 +1,366 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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