IDX Stock Features

IDX Stock Features is a free dataset by Aethereal with 301,801 rows and 19 columns covering 2015-01-02 to 2026-10-21, updated daily at 01:15 UTC and available as CSV and Parquet at https://dataset.aethereal.top/datasets/idx-stock-features.

Load it in Python

import pandas as pd

df = pd.read_csv("https://dataset.aethereal.top/files/idx-stock-features.csv")
# or, faster for large files (needs pyarrow):
# df = pd.read_parquet("https://dataset.aethereal.top/files/idx-stock-features.parquet")

print(df.head())

Questions about this dataset

What is in the IDX Stock Features dataset?

Daily model-ready features for 120 of the most traded IDX stocks since 2015: returns over 1, 5 and 20 days, annualized volatility, moving averages, RSI, drawdown from the high, 60-day beta and correlation to IHSG, relative strength versus IHSG, traded value, 20-day average traded value, and the close converted to USD. Every feature uses only data up to its own date. It has 19 columns: date, ticker, close, volume, ret_1d, ret_5d, ret_20d, vol_20d, sma_20, sma_50, sma_200, rsi_14, drawdown, beta_60d, corr_60d, rel_strength_20d, value_idr, avg_value_20d_idr, close_usd.

How often is IDX Stock Features updated?

Daily at 01:15 UTC. It currently has 301,801 rows and was last updated on 2026-10-21. It covers 2015-01-02 to 2026-10-21.

How do I download IDX Stock Features?

Download it for free, without an account, as CSV from https://dataset.aethereal.top/files/idx-stock-features.csv or as Parquet from https://dataset.aethereal.top/files/idx-stock-features.parquet. AI assistants can also query it through the MCP server at https://dataset.aethereal.top/mcp.

Can I use IDX Stock Features in my project?

License: CC BY 4.0. Free to use with attribution to Aethereal.

How to cite

Aethereal (2026). IDX Stock Features [Data set]. Aethereal Data. https://dataset.aethereal.top/datasets/idx-stock-features. Accessed 2026-10-21.

Columns

Name	Type	Description
date	date	Trading day.
ticker	string	IDX ticker.
close	number	Close price.
volume	number	Volume traded.
ret_1d	number	1-day return on adjusted price, 0.01 = 1%.
ret_5d	number	5-day return.
ret_20d	number	20-day return.
vol_20d	number	20-day realized volatility, annualized.
sma_20	number	20-day simple moving average of close.
sma_50	number	50-day moving average.
sma_200	number	200-day moving average.
rsi_14	number	14-day RSI (Wilder).
drawdown	number	Distance from the all-time high, -0.3 = 30% below.
beta_60d	number	60-day beta to IHSG.
corr_60d	number	60-day correlation with IHSG.
rel_strength_20d	number	20-day return minus IHSG's 20-day return.
value_idr	number	Traded value, close times volume, IDR.
avg_value_20d_idr	number	20-day average traded value, IDR.
close_usd	number	Close converted at that day's USD/IDR.

Preview latest 20 rows

date	ticker	close	volume	ret_1d	ret_5d	ret_20d	vol_20d	sma_20	sma_50	sma_200	rsi_14	drawdown	beta_60d	corr_60d	rel_strength_20d	value_idr	avg_value_20d_idr	close_usd
2026-10-21	AADI	11,100	15,875,000	0.014	-0.039	-0.016	0.637	11,335	11,079	9,434.5	48.51	-0.108	1.04	0.679	0.149	176,212,500,000	129,992,577,500	0.619
2026-10-21	AALI	8,800	5,156,100	0.063	0.017	0.153	0.559	8,208.75	8,154	7,437	61.8	-0.527	0.981	0.736	0.317	45,373,680,000	24,568,104,250	0.49
2026-10-21	ACES	338	35,028,400	0.012	-0.012	-0.029	0.56	332.5	345.8	367.81	50.52	-0.757	0.701	0.628	0.135	11,839,599,200	14,038,796,540	0.019
2026-10-21	ADMF	7,800	574,300	0	-0.066	-0.106	0.426	8,247.5	8,517.5	8,449.75	36.54	-0.318	0.622	0.733	0.058	4,479,540,000	1,482,867,750	0.435
2026-10-21	ADRO	2,400	45,995,100	0	-0.044	-0.077	0.581	2,484	2,573	2,390.4	43.75	-0.155	0.932	0.712	0.087	110,388,240,000	103,071,683,200	0.134
2026-10-21	AGRO	112	7,262,300	-0.018	-0.145	-0.217	0.696	129.85	141.24	173.215	28.88	-0.96	1.254	0.898	-0.053	813,377,600	891,150,535	0.006
2026-10-21	AKRA	1,295	66,008,600	0.07	-0.125	-0.113	0.701	1,424	1,430.7	1,359.35	39.55	-0.165	1.076	0.733	0.051	85,481,137,000	29,622,175,450	0.072
2026-10-21	AMMN	3,740	64,046,300	0.003	-0.136	-0.232	0.772	4,276	4,445.6	5,083.125	36.68	-0.717	1.397	0.761	-0.068	239,533,162,000	255,183,553,600	0.208
2026-10-21	AMRT	1,050	175,374,400	0.005	-0.173	-0.189	0.665	1,223.75	1,292	1,493.275	31.67	-0.689	1.077	0.721	-0.025	184,143,120,000	74,383,802,550	0.059
2026-10-21	ANTM	2,720	113,698,900	-0.007	-0.108	-0.171	0.719	3,045.5	3,113.2	3,404.25	37.78	-0.387	1.298	0.829	-0.007	309,261,008,000	251,612,820,200	0.152
2026-10-21	ARTO	600	16,148,000	0.017	-0.226	-0.326	0.66	751	914.1	1,286.75	22.96	-0.968	1.213	0.695	-0.162	9,688,800,000	10,157,243,575	0.033
2026-10-21	ASII	4,560	83,364,200	0.013	-0.052	-0.02	0.596	4,653.5	4,768	5,593.85	47.91	-0.339	0.98	0.808	0.144	380,140,752,000	252,226,711,400	0.254
2026-10-21	ASRI	96	24,546,000	-0.01	-0.165	-0.238	0.6	112.75	120.42	132.985	27.36	-0.909	1.082	0.776	-0.074	2,356,416,000	1,122,798,840	0.005
2026-10-21	AUTO	3,330	2,429,200	0.025	-0.015	0.004	0.374	3,333.5	3,263.8	2,777.25	55.17	-0.015	0.561	0.629	0.168	8,089,236,000	10,625,502,300	0.186
2026-10-21	BBCA	5,275	433,591,700	0.014	-0.139	-0.163	0.676	5,898.5	6,216.4	6,592.6	34.68	-0.472	1.177	0.886	0.001	2,287,196,217,500	1,429,173,409,650	0.294
2026-10-21	BBNI	3,250	93,849,200	0.009	-0.047	-0.095	0.581	3,367	3,584.6	3,841.35	40.97	-0.353	1.015	0.833	0.069	305,009,900,000	174,763,222,250	0.181
2026-10-21	BBRI	2,810	493,841,300	0.007	-0.091	-0.119	0.685	3,029	3,163.6	3,285.35	38.72	-0.461	1.228	0.875	0.045	1,387,694,053,000	824,513,170,550	0.157
2026-10-21	BBTN	940	35,341,300	0.044	-0.096	-0.175	0.624	1,031.25	1,136.5	1,225.475	33.88	-0.668	1.098	0.884	-0.011	33,220,822,000	19,654,437,625	0.052
2026-10-21	BDMN	4,820	4,632,500	0.076	-0.041	0.086	0.592	4,684	4,487.8	3,630.25	56.46	-0.335	0.873	0.662	0.25	22,328,650,000	25,279,185,150	0.269
2026-10-21	BFIN	745	19,046,100	0	-0.181	-0.22	0.63	889.75	922.8	790.1	26.75	-0.393	1.11	0.661	-0.056	14,189,344,500	15,988,655,500	0.042