Weekly Presentation - 2026-06-15

Topic 1

Progress on downloaded data

Current capture coverage from cryptoquant_playwright.py across both daily and hourly windows.

DAY Progress

28,018/28,103captured payloads

99.70%completion

2,904proChart metrics

806non-pro metrics

Coin	Downloaded	Expected	%
BTC	7,471	7,471	100.00
ETH	1,258	1,258	100.00
XRP	435	435	100.00
BNB	1	1	100.00
SOL	1	1	100.00
DOGE	1	1	100.00
ADA	1	1	100.00
TRX	31	33	93.94
WBTC	14	14	100.00
AVAX	1	1	100.00
STABLECOIN	709	710	99.86
USDT_ETH	666	679	98.09
USDT_TRX	116	116	100.00
USDT_OMNI	20	20	100.00
USDC	571	571	100.00
DAI	469	469	100.00
TUSD	351	351	100.00
USDP	356	380	93.68
BUSD	99	99	100.00
GUSD	182	182	100.00
SUSD	70	70	100.00
SAI	140	140	100.00
USDK	42	56	75.00
HUSD	84	84	100.00
ZEC	1	1	100.00
XMR	1	1	100.00
XLM	1	1	100.00
LINK	700	700	100.00
HBAR	1	1	100.00
SHIB	660	660	100.00
CRO	14	14	100.00
NEAR	1	1	100.00
DOT	1	1	100.00
OKB	14	14	100.00
UNI	652	652	100.00
ICP	1	1	100.00
ETC	1	1	100.00
ATOM	1	1	100.00
AAVE	524	524	100.00
KCS	14	14	100.00
QNT	286	286	100.00
ALGO	1	1	100.00
GT	14	14	100.00
FIL	1	1	100.00
CAKE	1	1	100.00
DASH	1	1	100.00
VET	1	1	100.00
FET	331	331	100.00
CRV	684	684	100.00
STX	1	1	100.00
IMX	14	14	100.00
GNO	14	14	100.00
CHZ	685	685	100.00
XTZ	1	1	100.00
JASMY	269	269	100.00
GRT	684	684	100.00
DCR	1	1	100.00
IOTA	1	1	100.00
ENS	349	349	100.00
COMP	540	540	100.00
AXS	494	494	100.00
THETA	1	1	100.00
NEO	1	1	100.00
SAND	525	525	100.00
MANA	668	668	100.00
RUNE	1	1	100.00
BAT	704	720	97.78
GALA	461	461	100.00
AR	1	1	100.00
XEC	1	1	100.00
DYDX	446	446	100.00
1INCH	525	525	100.00
FTT	381	381	100.00
S	1	1	100.00
EGLD	1	1	100.00
SNX	526	526	100.00
QTUM	1	1	100.00
ZRX	861	861	100.00
RVN	1	1	100.00
YFI	431	431	100.00
KSM	1	1	100.00
ENJ	750	750	100.00
NMR	331	331	100.00
TFUEL	1	1	100.00
HNT	1	1	100.00
ACH	14	14	100.00
HOT	526	526	100.00
MINA	1	1	100.00
SUSHI	556	556	100.00
ROSE	1	1	100.00
FLOW	1	1	100.00
AMP	249	264	94.32
REQ	0	0	0.00
ANKR	0	0	0.00
LUNA	0	0	0.00
CELO	0	0	0.00
WAVES	0	0	0.00
MASK	0	0	0.00
UMA	0	0	0.00
STORJ	0	0	0.00
IOTX	0	0	0.00
BNT	0	0	0.00
SKL	0	0	0.00
KNC	0	0	0.00
ILV	0	0	0.00
ONE	0	0	0.00
WAXP	0	0	0.00
PROM	0	0	0.00
LQTY	0	0	0.00
YGG	0	0	0.00
LRC	0	0	0.00
SLP	0	0	0.00
AGLD	0	0	0.00
DODO	0	0	0.00
OGN	0	0	0.00
GODS	0	0	0.00
ALICE	0	0	0.00
ALCX	0	0	0.00
BAL	0	0	0.00
OMG	0	0	0.00
GTC	0	0	0.00
RACA	0	0	0.00
XEM	0	0	0.00
HIGH	0	0	0.00
BLZ	0	0	0.00
GHST	0	0	0.00
DHT	0	0	0.00
MTA	0	0	0.00
RBN	0	0	0.00
CREAM	0	0	0.00
PSP	0	0	0.00
EFI	0	0	0.00
VGX	0	0	0.00
AUTO	0	0	0.00
DEGO	0	0	0.00
ARMOR	0	0	0.00
CQT	0	0	0.00
ERN	0	0	0.00
HMT	0	0	0.00
HT	0	0	0.00
MKR	0	0	0.00
DAR	0	0	0.00
OCEAN	0	0	0.00
PLA	0	0	0.00
MATIC	0	0	0.00
POLY	0	0	0.00
ICE	0	0	0.00
TEMPLE	0	0	0.00

HOUR Progress

30,931/54,822captured payloads

56.42%completion

2,904proChart metrics

806non-pro metrics

Coin	Downloaded	Expected	%
BTC	14,688	14,688	100.00
ETH	2,416	2,416	100.00
XRP	856	856	100.00
BNB	2	2	100.00
SOL	2	2	100.00
DOGE	2	2	100.00
ADA	2	2	100.00
TRX	2	2	100.00
WBTC	28	28	100.00
AVAX	2	2	100.00
STABLECOIN	1,288	1,288	100.00
USDT_ETH	1,206	1,232	97.89
USDT_TRX	0	0	0.00
USDT_OMNI	2	2	100.00
USDC	1,038	1,038	100.00
DAI	842	842	100.00
TUSD	618	618	100.00
USDP	674	674	100.00
BUSD	198	198	100.00
GUSD	364	364	100.00
SUSD	140	140	100.00
SAI	226	226	100.00
USDK	84	112	75.00
HUSD	168	168	100.00
ZEC	2	2	100.00
XMR	2	2	100.00
XLM	2	2	100.00
LINK	1,400	1,400	100.00
HBAR	2	2	100.00
SHIB	1,320	1,320	100.00
CRO	28	28	100.00
NEAR	2	2	100.00
DOT	2	2	100.00
OKB	28	28	100.00
UNI	1,304	1,304	100.00
ICP	2	2	100.00
ETC	2	2	100.00
ATOM	2	2	100.00
AAVE	1,047	1,048	99.90
KCS	28	28	100.00
QNT	572	572	100.00
ALGO	2	2	100.00
GT	28	28	100.00
FIL	2	2	100.00
CAKE	2	2	100.00
DASH	2	2	100.00
VET	2	2	100.00
FET	300	662	45.32
CRV	0	1,368	0.00
STX	0	2	0.00
IMX	0	28	0.00
GNO	0	28	0.00
CHZ	0	1,370	0.00
XTZ	0	2	0.00
JASMY	0	538	0.00
GRT	0	1,368	0.00
DCR	0	2	0.00
IOTA	0	2	0.00
ENS	0	698	0.00
COMP	0	1,080	0.00
AXS	0	988	0.00
THETA	0	2	0.00
NEO	0	2	0.00
SAND	0	1,050	0.00
MANA	0	1,336	0.00
RUNE	0	2	0.00
BAT	0	1,440	0.00
GALA	0	922	0.00
AR	0	2	0.00
XEC	0	2	0.00
DYDX	0	892	0.00
1INCH	0	1,050	0.00
FTT	0	762	0.00
S	0	2	0.00
EGLD	0	2	0.00
SNX	0	1,052	0.00
QTUM	0	2	0.00
ZRX	0	1,722	0.00
RVN	0	2	0.00
YFI	0	862	0.00
KSM	0	2	0.00
ENJ	0	1,500	0.00
NMR	0	662	0.00
TFUEL	0	2	0.00
HNT	0	2	0.00
ACH	0	28	0.00
HOT	0	1,052	0.00
MINA	0	2	0.00
SUSHI	0	1,112	0.00
ROSE	0	2	0.00
FLOW	0	2	0.00
AMP	0	528	0.00
REQ	0	0	0.00
ANKR	0	0	0.00
LUNA	0	0	0.00
CELO	0	0	0.00
WAVES	0	0	0.00
MASK	0	0	0.00
UMA	0	0	0.00
STORJ	0	0	0.00
IOTX	0	0	0.00
BNT	0	0	0.00
SKL	0	0	0.00
KNC	0	0	0.00
ILV	0	0	0.00
ONE	0	0	0.00
WAXP	0	0	0.00
PROM	0	0	0.00
LQTY	0	0	0.00
YGG	0	0	0.00
LRC	0	0	0.00
SLP	0	0	0.00
AGLD	0	0	0.00
DODO	0	0	0.00
OGN	0	0	0.00
GODS	0	0	0.00
ALICE	0	0	0.00
ALCX	0	0	0.00
BAL	0	0	0.00
OMG	0	0	0.00
GTC	0	0	0.00
RACA	0	0	0.00
XEM	0	0	0.00
HIGH	0	0	0.00
BLZ	0	0	0.00
GHST	0	0	0.00
DHT	0	0	0.00
MTA	0	0	0.00
RBN	0	0	0.00
CREAM	0	0	0.00
PSP	0	0	0.00
EFI	0	0	0.00
VGX	0	0	0.00
AUTO	0	0	0.00
DEGO	0	0	0.00
ARMOR	0	0	0.00
CQT	0	0	0.00
ERN	0	0	0.00
HMT	0	0	0.00
HT	0	0	0.00
MKR	0	0	0.00
DAR	0	0	0.00
OCEAN	0	0	0.00
PLA	0	0	0.00
MATIC	0	0	0.00
POLY	0	0	0.00
ICE	0	0	0.00
TEMPLE	0	0	0.00

Topic 2

Funding-rate validation and H1 confidence

We matched CryptoQuant funding-rate values against an independent Binance reference, then rolled the raw CQ minute stream to hourly to verify the new cqh1 layer.

353hourly matched rows

0.000903520000max abs diff

0.000002561709mean abs diff

Noall close at 1e-12

What we verified

The raw CryptoQuant minute series in test.json was resampled to hourly averages and compared against the hourly parquet output in data_parquet/crypto_quant_h1/BTC.parquet.

Range checked: 2026-05-01 00:00:00 to 2026-05-15 16:00:00

Why it matters

This gives us a sanity-checked H1 layer instead of treating every new download as trustworthy by default. It means the hourly research branch now has at least one confirmed reference path.

Raw minute data averaged to H1 vs cqh1

45binance matched rows

0.000084binance max abs diff

0.000014binance mean abs diff

Binance vs CryptoQuant funding rate

Binance versus CryptoQuant funding rate chart

Topic 3

CryptoQuant has a very wide metric universe

The website is not just one or two charts. It is a broad metric catalog across coins, flows, addresses, exchange behavior, derivatives, and more.

Open CryptoQuant

Jump to the full site and metric catalog.

https://cryptoquant.com/ BTC chart example

Direct link to a concrete BTC chart page for reference.

https://cryptoquant.com/asset/btc/chart/exchange-flows/exchange-reserve

148tracked coins

3,710discovered chart urls

2,904proChart metrics

Coin	Chart URLs	proChart
BTC	207	174
ETH	173	164
XRP	66	58
BNB	9	1
SOL	9	1
DOGE	9	1
ADA	9	1
TRX	41	33
WBTC	14	14
AVAX	9	1
STABLECOIN	33	33
USDT_ETH	35	35
USDT_TRX	32	32
USDT_OMNI	20	20
USDC	35	35
DAI	35	35
TUSD	35	35
USDP	35	35
BUSD	15	15
GUSD	14	14
SUSD	14	14
SAI	35	35
USDK	14	14
HUSD	14	14
ZEC	9	1
XMR	9	1
XLM	9	1
LINK	39	31
HBAR	9	1
SHIB	38	30
CRO	22	14
NEAR	9	1
DOT	9	1
OKB	18	14
UNI	39	31
ICP	9	1
ETC	9	1
ATOM	9	1
AAVE	39	31
KCS	22	14
QNT	24	16
ALGO	9	1
GT	18	14
FIL	9	1
CAKE	9	1
DASH	9	1
VET	9	1
FET	24	16
CRV	39	31
STX	9	1
IMX	22	14
GNO	22	14
CHZ	39	31
XTZ	9	1
JASMY	39	31
GRT	39	31
DCR	5	1
IOTA	5	1
ENS	39	31
COMP	39	31
AXS	39	31
THETA	9	1
NEO	9	1
SAND	39	31
MANA	39	31
RUNE	9	1
BAT	39	31
GALA	39	31
AR	9	1
XEC	9	1
DYDX	39	31
1INCH	38	30
FTT	39	31
S	9	1
EGLD	9	1
SNX	24	16
QTUM	9	1
ZRX	39	31
RVN	9	1
YFI	39	31
KSM	9	1
ENJ	39	31
NMR	24	16
TFUEL	5	1
HNT	9	1
ACH	22	14
HOT	39	31
MINA	9	1
SUSHI	39	31
ROSE	9	1
FLOW	9	1
AMP	39	31
REQ	22	14
ANKR	39	31
LUNA	9	1
CELO	9	1
WAVES	9	1
MASK	39	31
UMA	39	31
STORJ	38	30
IOTX	9	1
BNT	31	31
SKL	39	31
KNC	38	30
ILV	39	31
ONE	9	1
WAXP	9	1
PROM	22	14
LQTY	22	14
YGG	39	31
LRC	23	15
SLP	39	31
AGLD	39	31
DODO	31	31
OGN	31	31
GODS	14	14
ALICE	31	31
ALCX	31	31
BAL	39	31
OMG	31	31
GTC	31	31
RACA	14	14
XEM	9	1
HIGH	14	14
BLZ	31	31
GHST	31	31
DHT	14	14
MTA	14	14
RBN	14	14
CREAM	14	14
PSP	14	14
EFI	14	14
VGX	31	31
AUTO	1	1
DEGO	30	30
ARMOR	14	14
CQT	14	14
ERN	31	31
HMT	14	14
HT	14	14
MKR	39	31
DAR	31	31
OCEAN	30	30
PLA	14	14
MATIC	31	31
POLY	31	31
ICE	14	14
TEMPLE	14	14

Topic 4

Research goal: raw data to prediction

The direction is simple: grow the raw archive, clean it into reliable standardized layers, fit models, and turn those models into usable predictions.

1. Raw DataCapture wide CryptoQuant coverage at daily and hourly resolution.

2. PreprocessConvert raw JSON into cache parquet, then standardized research-ready tables.

3. Fit ModelTrain predictive models for direction, forward return, and rank.

4. PredictionUse the model output as the trend layer for later execution logic.

Near-term focus

Finish data coverage, keep validating the H1 branch, and make the preprocessing layers stable enough that model work can iterate without constantly revisiting raw capture problems.

Why this sequence matters

If raw data is shaky, every model result becomes suspicious. If preprocessing is unstable, feature engineering becomes noise. The cleaner the first two layers are, the more honestly we can evaluate prediction quality later.

CryptoQuant data expansion, H1 validation, and the modeling pipeline

Progress on downloaded data

DAY Progress

HOUR Progress

Funding-rate validation and H1 confidence

What we verified

Why it matters

Raw minute data averaged to H1 vs cqh1

Binance vs CryptoQuant funding rate

CryptoQuant has a very wide metric universe

Research goal: raw data to prediction

Near-term focus

Why this sequence matters