Datasets:

Torch-Trade
/

xrpusdt_spot_1m_05_2021_to_03_2026

timestamp timestamp[ns]date 2021-05-01 00:00:00 2026-02-28 23:59:00	open float64 0.29 3.65	high float64 0.29 3.66	low float64 0.29 3.65	close float64 0.29 3.65	volume float64 0 43M
2021-05-01T00:00:00	1.5989	1.5998	1.5916	1.5945	1,201,249.1
2021-05-01T00:01:00	1.5946	1.6	1.5935	1.6	1,012,537.16
2021-05-01T00:02:00	1.6	1.6164	1.5999	1.616	3,211,807
2021-05-01T00:03:00	1.6159	1.624	1.6118	1.6223	3,439,770.89
2021-05-01T00:04:00	1.6224	1.6277	1.6134	1.6149	2,771,852.88
2021-05-01T00:05:00	1.615	1.6249	1.6149	1.6188	2,018,847.31
2021-05-01T00:06:00	1.6186	1.6191	1.6105	1.6159	1,414,269.34
2021-05-01T00:07:00	1.6158	1.6166	1.6085	1.6113	1,127,418.19
2021-05-01T00:08:00	1.6113	1.612	1.6058	1.6092	1,125,608.02
2021-05-01T00:09:00	1.6092	1.6097	1.6044	1.6055	665,259.26
2021-05-01T00:10:00	1.6054	1.6129	1.605	1.6112	1,079,402.63
2021-05-01T00:11:00	1.6112	1.6124	1.6015	1.6058	848,724.23
2021-05-01T00:12:00	1.6059	1.6082	1.6025	1.6059	678,605.73
2021-05-01T00:13:00	1.6059	1.606	1.5981	1.5997	1,404,922.9
2021-05-01T00:14:00	1.6	1.6041	1.5992	1.5999	719,979.25
2021-05-01T00:15:00	1.5999	1.6	1.5907	1.5915	869,893.94
2021-05-01T00:16:00	1.5912	1.5971	1.5883	1.597	1,877,164.01
2021-05-01T00:17:00	1.5966	1.5977	1.5931	1.5939	570,838.11
2021-05-01T00:18:00	1.5936	1.5981	1.5933	1.596	530,089.99
2021-05-01T00:19:00	1.5961	1.5988	1.5949	1.5984	476,986.61
2021-05-01T00:20:00	1.5984	1.5985	1.5937	1.5943	596,344.86
2021-05-01T00:21:00	1.5942	1.5965	1.594	1.5957	369,995.55
2021-05-01T00:22:00	1.5956	1.5972	1.5945	1.5953	407,587.15
2021-05-01T00:23:00	1.5953	1.5957	1.5909	1.5951	638,402.62
2021-05-01T00:24:00	1.5951	1.5951	1.5903	1.5914	387,162.78
2021-05-01T00:25:00	1.5915	1.5922	1.5898	1.5911	685,646
2021-05-01T00:26:00	1.5912	1.5926	1.5897	1.5901	420,138.15
2021-05-01T00:27:00	1.5901	1.5939	1.5901	1.5937	370,517.8
2021-05-01T00:28:00	1.5936	1.595	1.5884	1.5891	523,988.02
2021-05-01T00:29:00	1.5891	1.5922	1.5876	1.5912	792,803.74
2021-05-01T00:30:00	1.5912	1.5917	1.5899	1.5912	325,608.12
2021-05-01T00:31:00	1.5911	1.5916	1.5847	1.5849	743,566.04
2021-05-01T00:32:00	1.5848	1.589	1.5841	1.5884	711,202.87
2021-05-01T00:33:00	1.5884	1.5917	1.5865	1.5887	602,850.66
2021-05-01T00:34:00	1.589	1.591	1.5886	1.5898	961,448.78
2021-05-01T00:35:00	1.5898	1.5939	1.5887	1.5908	1,166,525.45
2021-05-01T00:36:00	1.591	1.591	1.5889	1.5892	584,263.7
2021-05-01T00:37:00	1.5891	1.5912	1.588	1.5912	596,910.41
2021-05-01T00:38:00	1.5912	1.5925	1.5891	1.5924	378,406.64
2021-05-01T00:39:00	1.5923	1.5926	1.5912	1.5913	370,454.25
2021-05-01T00:40:00	1.5912	1.5913	1.5875	1.5885	708,133.66
2021-05-01T00:41:00	1.5889	1.5912	1.5882	1.5897	303,340.59
2021-05-01T00:42:00	1.5897	1.5918	1.5893	1.5901	320,500.01
2021-05-01T00:43:00	1.5901	1.5919	1.5892	1.5901	471,117.75
2021-05-01T00:44:00	1.5903	1.5919	1.5873	1.5877	281,080.42
2021-05-01T00:45:00	1.5879	1.5897	1.5856	1.5863	424,458.76
2021-05-01T00:46:00	1.5862	1.5885	1.5852	1.5861	497,897.6
2021-05-01T00:47:00	1.5858	1.5875	1.5832	1.5855	840,796.63
2021-05-01T00:48:00	1.5856	1.5873	1.5843	1.5858	407,725.95
2021-05-01T00:49:00	1.5857	1.5889	1.5855	1.5866	389,515.91
2021-05-01T00:50:00	1.5865	1.5874	1.5843	1.5846	594,687.94
2021-05-01T00:51:00	1.5846	1.5851	1.579	1.5804	1,438,148.15
2021-05-01T00:52:00	1.5803	1.5804	1.5748	1.5778	1,019,852.22
2021-05-01T00:53:00	1.5778	1.5794	1.5735	1.5752	543,893.47
2021-05-01T00:54:00	1.5753	1.5785	1.5746	1.5776	712,441.09
2021-05-01T00:55:00	1.5775	1.5832	1.577	1.5797	656,292.99
2021-05-01T00:56:00	1.5798	1.5824	1.5793	1.5806	434,580.43
2021-05-01T00:57:00	1.5806	1.5815	1.5773	1.5787	511,767.65
2021-05-01T00:58:00	1.5788	1.5808	1.5761	1.5766	593,907.02
2021-05-01T00:59:00	1.5766	1.5789	1.574	1.5782	715,275.91
2021-05-01T01:00:00	1.5781	1.5782	1.575	1.5755	418,708.71
2021-05-01T01:01:00	1.5756	1.5756	1.5702	1.5741	812,822.12
2021-05-01T01:02:00	1.5743	1.5752	1.5728	1.5728	314,677.48
2021-05-01T01:03:00	1.5728	1.5742	1.5711	1.5711	276,314.2
2021-05-01T01:04:00	1.5711	1.5711	1.5546	1.5628	3,221,444.71
2021-05-01T01:05:00	1.5627	1.5662	1.5583	1.5585	707,637.45
2021-05-01T01:06:00	1.5584	1.5599	1.5531	1.5574	1,692,228.72
2021-05-01T01:07:00	1.5574	1.5624	1.5523	1.56	1,638,422.75
2021-05-01T01:08:00	1.56	1.5619	1.5588	1.5613	554,525.52
2021-05-01T01:09:00	1.5614	1.5618	1.558	1.5597	552,036.62
2021-05-01T01:10:00	1.5596	1.5604	1.5568	1.5595	444,007.04
2021-05-01T01:11:00	1.5594	1.5663	1.5594	1.5656	674,973.8
2021-05-01T01:12:00	1.5657	1.5661	1.5631	1.5661	346,239.3
2021-05-01T01:13:00	1.5658	1.5717	1.5653	1.5696	1,496,054.61
2021-05-01T01:14:00	1.5695	1.5696	1.5656	1.5666	500,388.33
2021-05-01T01:15:00	1.5667	1.5728	1.5667	1.5727	606,860.18
2021-05-01T01:16:00	1.5727	1.5754	1.5713	1.5744	464,702.65
2021-05-01T01:17:00	1.5743	1.5746	1.5704	1.5715	596,878.98
2021-05-01T01:18:00	1.5715	1.5716	1.5678	1.5698	606,378.47
2021-05-01T01:19:00	1.5699	1.5721	1.5698	1.5716	288,175.28
2021-05-01T01:20:00	1.5716	1.5751	1.5715	1.575	257,564.2
2021-05-01T01:21:00	1.5751	1.5757	1.5731	1.5746	266,722.94
2021-05-01T01:22:00	1.5747	1.5786	1.5737	1.5767	339,551.91
2021-05-01T01:23:00	1.5767	1.5768	1.5748	1.5755	200,429.57
2021-05-01T01:24:00	1.5754	1.5784	1.5752	1.5782	268,548.97
2021-05-01T01:25:00	1.5777	1.5781	1.5764	1.5766	270,852.16
2021-05-01T01:26:00	1.5766	1.5774	1.5709	1.5718	474,271.64
2021-05-01T01:27:00	1.5718	1.5742	1.5704	1.5716	379,601.58
2021-05-01T01:28:00	1.5717	1.5743	1.5715	1.5736	373,311.13
2021-05-01T01:29:00	1.5737	1.5737	1.5719	1.573	184,272.79
2021-05-01T01:30:00	1.573	1.5733	1.5718	1.5722	173,336.41
2021-05-01T01:31:00	1.5721	1.5721	1.5684	1.5696	373,661.06
2021-05-01T01:32:00	1.5696	1.5755	1.569	1.5755	396,645.72
2021-05-01T01:33:00	1.5755	1.5772	1.5744	1.576	199,763.74
2021-05-01T01:34:00	1.576	1.5793	1.576	1.5788	335,343.95
2021-05-01T01:35:00	1.5787	1.58	1.5781	1.5799	166,911.62
2021-05-01T01:36:00	1.5799	1.58	1.576	1.5796	403,572.93
2021-05-01T01:37:00	1.5794	1.5818	1.5784	1.5815	315,202.33
2021-05-01T01:38:00	1.5814	1.5816	1.5782	1.5816	597,172.74
2021-05-01T01:39:00	1.5815	1.5821	1.5804	1.5817	267,578.03

End of preview. Expand in Data Studio

XRPUSDT Spot 1-Minute OHLCV Dataset

1-minute OHLCV candlestick data for the XRP/USDT spot pair on Binance, covering May 1, 2021 to February 28, 2026.

Rows: 2,541,600
Completeness: 100.00%
Time Range: May 1, 2021 — February 28, 2026

Columns

Column	Type	Description
`timestamp`	`datetime64[ns]`	Candle open time (UTC)
`open`	`float64`	Opening price (USDT)
`high`	`float64`	Highest price in the candle
`low`	`float64`	Lowest price in the candle
`close`	`float64`	Closing price (USDT)
`volume`	`float64`	Trading volume (XRP)

Statistics

Metric	Value
Start price	$1.5945
End price	$1.3762
Min price	$0.2884
Max price	$3.6537
Return	-13.7%

Data Quality

No gaps — the dataset is 100% complete with no missing minutes.

Backfilled bars

47085 bars across Binance maintenance windows were sourced from Bybit XRPUSDT spot.

Usage

from datasets import load_dataset
import pandas as pd

ds = load_dataset("Torch-Trade/xrpusdt_spot_1m_05_2021_to_03_2026")
df = ds["train"].to_pandas()
df["timestamp"] = pd.to_datetime(df["timestamp"])

print(df.shape)  # (2541600, 6)
print(df.head())

License

MIT — price data sourced from Binance and Bybit public data repositories.

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