Name: Ethereum Historical Onchain Data
Creator: Kaggle
License: https://www.apache.org/licenses/

About this Dataset

Ethereum Historical Onchain Data

This dataset include some onchain indicator information at daily basis for Ethereum. This informations:

exchange onchain market depth
inflow transaction count
inflow volume
netflows
open interest to market cap ratio
outflow transaction count
outflow volume
telegram sentiment
total flows
trades per side
twitter sentiment

Inflow Volume

IntoTheBlock has built a proprietary machine learning powered classifier to identify addresses of top centralized exchanges, including their deposit addresses, withdrawal addresses, hot wallets and cold wallets. With this classifier, IntoTheBlock can measure the total amount of a given crypto-asset flowing into exchanges and measures this in dollar and crypto terms. The result is the Inflow Volume indicator.

Outlow Volume

While Inflow Volume at times anticipate volatility, Outflow Volume is often more reactive. In other words, Outflow Volume often spikes following either a crash or a significant break-out as shown in the example above. This could potentially be interpreted as users going long and opting to hold their crypto outside centralized exchanges.

Total Flows
IntoTheBlock uses machine learning algorithms to identify centralized exchanges’ deposit and withdrawal addresses. Through this process, IntoTheBlock measures the total activity flowing in and out of centralized exchanges. The result is the Total Flows indicator which is measured the following way

Total Flows = Inflow Volume + Outlow Volume

Net Flows

The Net Flows indicator highlights trends of traders sending money in and out of exchanges. Recall that Net Flows are positive when more funds are entering than leaving exchanges. Therefore, we observe that positive Net Flows tend to coincide with periods following large increases in price (like LINK when it tripled between April and July) or confirmation of down-trends (as seen with LINK in late August).

Conversely, Net Flows are negative when a greater volume is being withdrawn from exchanges. This could be seen as a sign of accumulation (LINK in early August) or addresses buying back following large declines (LINK in early September).

While Net Flows also affect large cap crypto-assets, smaller cap tokens are more susceptible to large changes in prices deriving from exchange flows. This is simply a result of smaller caps requiring less capital in order to make market-moving trades. This is worth considering when using the Net Flows indicator to trade.

Net Flows = Inflow Volume - Outflow Volume

Outflow Transaction Count

The Outflow Transaction Count indicator provides indication of users withdrawing their funds from centralized exchanges likely to store in safer cold wallets. This is a valuable approximation of users going long and opting to hold their own funds. For this reason, outflows tend to spike as price crashes as pointed in the example above. While this can be the case on several occasions, natural fluctuations in exchanges’ flows can often have smaller spikes without regards to price action as well.

Inflow Transaction Count

As the name suggests, the Inflow Transaction Count indicator provides the number of incoming crypto transactions entering exchanges. While the Inflow Volume measures the aggregate dollar amount, which is influenced by whales’ transactions, the Inflow Transaction Count is a better approximation of the number of users sending funds into exchanges.

This indicator has also shown to rise along and anticipate periods of high volatility. For example, on September 1st, inflow transactions for Bitcoin hit a 3-month high preceding a decrease in price of 14% over the following 48 hours. While this pattern does tend to emerge, natural fluctuations in inflow transactions can also increase at times.

Tables

Itb Eth Exchange Onchain Market Depth Undefined 2023–0 C4457e03

@kaggle.aski1140_intotheblock_ethereum_onchain_data.itb_eth_exchange_onchain_market_depth_undefined_2023_0_c4457e03

3.68 KB
14 rows
4 columns


CREATE TABLE itb_eth_exchange_onchain_market_depth_undefined_2023_0_c4457e03 (
  "category" VARCHAR,
  "binance" DOUBLE,
  "bittrex" DOUBLE,
  "bitfinex" DOUBLE
);

Itb Eth Github Undefined 2023–06–19t17–36–15–886z

@kaggle.aski1140_intotheblock_ethereum_onchain_data.itb_eth_github_undefined_2023_06_19t17_36_15_886z

25.88 KB
981 rows
4 columns


CREATE TABLE itb_eth_github_undefined_2023_06_19t17_36_15_886z (
  "datetime" TIMESTAMP,
  "commits" BIGINT,
  "stars" BIGINT,
  "open_issues" BIGINT
);

Itb Eth Inflow Transaction Count Undefined 2023–06–19t 5542260a

@kaggle.aski1140_intotheblock_ethereum_onchain_data.itb_eth_inflow_transaction_count_undefined_2023_06_19t_5542260a

61.83 KB
2881 rows
3 columns


CREATE TABLE itb_eth_inflow_transaction_count_undefined_2023_06_19t_5542260a (
  "datetime" TIMESTAMP,
  "aggregated_exchanges" BIGINT,
  "price" DOUBLE
);

Itb Eth Inflow Volume Undefined 2023–06–19t17–34–21–461z

@kaggle.aski1140_intotheblock_ethereum_onchain_data.itb_eth_inflow_volume_undefined_2023_06_19t17_34_21_461z

72.53 KB
2881 rows
3 columns


CREATE TABLE itb_eth_inflow_volume_undefined_2023_06_19t17_34_21_461z (
  "datetime" TIMESTAMP,
  "aggregated_exchanges" DOUBLE,
  "price" DOUBLE
);

Itb Eth Netflows Undefined 2023–06–19t17–34–40–860z

@kaggle.aski1140_intotheblock_ethereum_onchain_data.itb_eth_netflows_undefined_2023_06_19t17_34_40_860z

72.53 KB
2881 rows
3 columns


CREATE TABLE itb_eth_netflows_undefined_2023_06_19t17_34_40_860z (
  "datetime" TIMESTAMP,
  "aggregated_exchanges" DOUBLE,
  "price" DOUBLE
);

Itb Eth Outflow Transaction Count Undefined 2023–06–19 F7cb546c

@kaggle.aski1140_intotheblock_ethereum_onchain_data.itb_eth_outflow_transaction_count_undefined_2023_06_19_f7cb546c

62.3 KB
2881 rows
3 columns


CREATE TABLE itb_eth_outflow_transaction_count_undefined_2023_06_19_f7cb546c (
  "datetime" TIMESTAMP,
  "aggregated_exchanges" BIGINT,
  "price" DOUBLE
);

Itb Eth Outflow Volume Undefined 2023–06–19t17–34–32–118z

@kaggle.aski1140_intotheblock_ethereum_onchain_data.itb_eth_outflow_volume_undefined_2023_06_19t17_34_32_118z

72.48 KB
2881 rows
3 columns


CREATE TABLE itb_eth_outflow_volume_undefined_2023_06_19t17_34_32_118z (
  "datetime" TIMESTAMP,
  "aggregated_exchanges" DOUBLE,
  "price" DOUBLE
);

Itb Eth Telegram Sentiment Undefined 2023–06–19t17–35–50–480z

@kaggle.aski1140_intotheblock_ethereum_onchain_data.itb_eth_telegram_sentiment_undefined_2023_06_19t17_35_50_480z

37.13 KB
1431 rows
5 columns


CREATE TABLE itb_eth_telegram_sentiment_undefined_2023_06_19t17_35_50_480z (
  "datetime" TIMESTAMP,
  "positive" DOUBLE,
  "neutral" DOUBLE,
  "negative" DOUBLE,
  "price" DOUBLE
);

Itb Eth Total Flows Undefined 2023–06–19t17–34–46–711z

@kaggle.aski1140_intotheblock_ethereum_onchain_data.itb_eth_total_flows_undefined_2023_06_19t17_34_46_711z

72.53 KB
2881 rows
3 columns


CREATE TABLE itb_eth_total_flows_undefined_2023_06_19t17_34_46_711z (
  "datetime" TIMESTAMP,
  "aggregated_exchanges" DOUBLE,
  "price" DOUBLE
);

Itb Eth Trades Per Side Undefined 2023–06–19t17–35–39–565z

@kaggle.aski1140_intotheblock_ethereum_onchain_data.itb_eth_trades_per_side_undefined_2023_06_19t17_35_39_565z

32.18 KB
720 rows
7 columns


CREATE TABLE itb_eth_trades_per_side_undefined_2023_06_19t17_35_39_565z (
  "time_europe_istanbul" TIMESTAMP,
  "binance" DOUBLE,
  "binance_1" DOUBLE,
  "bittrex" DOUBLE,
  "bittrex_1" DOUBLE,
  "bitfinex" DOUBLE,
  "bitfinex_1" DOUBLE
);

Itb Eth Twitter Sentiment Undefined 2023–06–19t17–35–56–471z

@kaggle.aski1140_intotheblock_ethereum_onchain_data.itb_eth_twitter_sentiment_undefined_2023_06_19t17_35_56_471z

46.23 KB
1431 rows
5 columns


CREATE TABLE itb_eth_twitter_sentiment_undefined_2023_06_19t17_35_56_471z (
  "datetime" TIMESTAMP,
  "positive" DOUBLE,
  "neutral" DOUBLE,
  "negative" DOUBLE,
  "price" DOUBLE
);