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datetime_utc
timestamp[us]
tickIdx
int64
liquidityActive
string
totalValueLockedToken0
float64
totalValueLockedToken1
float64
token0Price
string
token1Price
string
isCurrentTick
bool
token0_symbol
string
token1_symbol
string
token0_decimals
int64
token1_decimals
int64
price_in_stablecoin
float64
cross_tick
int64
fee_tier
int64
sqrt_price_x96
string
block_number
int64
pool_address
string
trading_pair
string
tick_spacing
int64
2023-02-28T00:00:00
-276,470
3861336782858110
0
1.917012
1.014703677196569151628041073260502
0.9855093880834328105652165892973618
false
BUSD
USDC
18
6
0.999502
-276,330
500
79208418776445232812042
16,722,962
0x00cef0386ed94d738c8f8a74e8bfd0376926d24c
BUSDUSDC500
10
2023-02-28T00:00:00
-276,460
3861336782858110
0
1.917971
1.013689531383232762609830582800678
0.9864953410690227056713988763592765
false
BUSD
USDC
18
6
0.999502
-276,330
500
79208418776445232812042
16,722,962
0x00cef0386ed94d738c8f8a74e8bfd0376926d24c
BUSDUSDC500
10
2023-02-28T00:00:00
-276,450
3861336782858110
0
1.91893
1.012676399158152552233430819390869
0.9874822804513953692539084368764669
false
BUSD
USDC
18
6
0.999502
-276,330
500
79208418776445232812042
16,722,962
0x00cef0386ed94d738c8f8a74e8bfd0376926d24c
BUSDUSDC500
10
2023-02-28T00:00:00
-276,440
3861336782858110
0
1.919889
1.011664279508297514944133139350463
0.9884702072173915810217981630520061
false
BUSD
USDC
18
6
0.999502
-276,330
500
79208418776445232812042
16,722,962
0x00cef0386ed94d738c8f8a74e8bfd0376926d24c
BUSDUSDC500
10
2023-02-28T00:00:00
-276,430
3861336782858110
0
1.92085
1.010653171421649119248524962333722
0.9894591223548394056606224887634785
false
BUSD
USDC
18
6
0.999502
-276,330
500
79208418776445232812042
16,722,962
0x00cef0386ed94d738c8f8a74e8bfd0376926d24c
BUSDUSDC500
10
2023-02-28T00:00:00
-276,420
3861336782858110
0
1.92181
1.009643073887200295797066537057431
0.9904490268525551805618106254630000
false
BUSD
USDC
18
6
0.999502
-276,330
500
79208418776445232812042
16,722,962
0x00cef0386ed94d738c8f8a74e8bfd0376926d24c
BUSDUSDC500
10
2023-02-28T00:00:00
-276,410
3861336782858110
0
1.922771
1.008633985894954426478028798229538
0.9914399217003445045402137680793657
false
BUSD
USDC
18
6
0.999502
-276,330
500
79208418776445232812042
16,722,962
0x00cef0386ed94d738c8f8a74e8bfd0376926d24c
BUSDUSDC500
10
2023-02-28T00:00:00
-276,400
3861336782858110
0
1.923733
1.007625906435924334521781509613761
0.9924318078890032275408148896892121
false
BUSD
USDC
18
6
0.999502
-276,330
500
79208418776445232812042
16,722,962
0x00cef0386ed94d738c8f8a74e8bfd0376926d24c
BUSDUSDC500
10
2023-02-28T00:00:00
-276,390
5234658397402475
0
2.609231
1.006618834502131275614421898414478
0.9934246864103184413355907327878510
false
BUSD
USDC
18
6
0.999502
-276,330
500
79208418776445232812042
16,722,962
0x00cef0386ed94d738c8f8a74e8bfd0376926d24c
BUSDUSDC500
10
2023-02-28T00:00:00
-276,380
1342410666416098594
0
669.463444
1.005612769086603930019734995405870
0.9944185582570694712115165950436995
false
BUSD
USDC
18
6
0.999502
-276,330
500
79208418776445232812042
16,722,962
0x00cef0386ed94d738c8f8a74e8bfd0376926d24c
BUSDUSDC500
10
2023-02-28T00:00:00
-276,370
1342410666416098594
0
669.798243
1.004607709183377395708477903460242
0.9954134244230288686507054984640076
false
BUSD
USDC
18
6
0.999502
-276,330
500
79208418776445232812042
16,722,962
0x00cef0386ed94d738c8f8a74e8bfd0376926d24c
BUSDUSDC500
10
2023-02-28T00:00:00
-276,360
1342410666416098594
0
670.133209
1.003603653787492182493981224353756
0.9964092859029634050036743229348429
false
BUSD
USDC
18
6
0.999502
-276,330
500
79208418776445232812042
16,722,962
0x00cef0386ed94d738c8f8a74e8bfd0376926d24c
BUSDUSDC500
10
2023-02-28T00:00:00
-276,350
1343521105655977255
0
671.022953
1.002600601894993207173061879944408
0.9974061436926350661567304781260363
false
BUSD
USDC
18
6
0.999502
-276,330
500
79208418776445232812042
16,722,962
0x00cef0386ed94d738c8f8a74e8bfd0376926d24c
BUSDUSDC500
10
2023-02-28T00:00:00
-276,340
4480718028682381299
0
2,239.018251
1.001598552502928789671242569028052
0.9984039987888020481944736817730128
false
BUSD
USDC
18
6
0.999502
-276,330
500
79208418776445232812042
16,722,962
0x00cef0386ed94d738c8f8a74e8bfd0376926d24c
BUSDUSDC500
10
2023-02-28T00:00:00
-276,330
346297717824200959920
156,026.090457
17,113.16251
1.000597504609349650191274105384564
0.9994028521892197540584084073631156
true
BUSD
USDC
18
6
0.999502
-276,330
500
79208418776445232812042
16,722,962
0x00cef0386ed94d738c8f8a74e8bfd0376926d24c
BUSDUSDC500
10
2023-02-28T00:00:00
-276,320
11744289155598424365
5,869.201686
0
0.9995974572133079073639578857288861
1.000402704892641791202663560265184
false
BUSD
USDC
18
6
0.999502
-276,330
500
79208418776445232812042
16,722,962
0x00cef0386ed94d738c8f8a74e8bfd0376926d24c
BUSDUSDC500
10
2023-02-28T00:00:00
-276,310
1421511108731363678
710.044258
0
0.9985984093148560774002667384816906
1.001403557898820970247816938348754
false
BUSD
USDC
18
6
0.999502
-276,330
500
79208418776445232812042
16,722,962
0x00cef0386ed94d738c8f8a74e8bfd0376926d24c
BUSDUSDC500
10
2023-02-28T00:00:00
-276,300
1342410666416098594
670.198451
0
0.9976003599150460742437634054727233
1.002405412208510304633823031144319
false
BUSD
USDC
18
6
0.999502
-276,330
500
79208418776445232812042
16,722,962
0x00cef0386ed94d738c8f8a74e8bfd0376926d24c
BUSDUSDC500
10
2023-02-28T00:00:00
-276,290
1342410666416098594
669.863452
0
0.9966033080159282107223169088876131
1.003408268823464011273043710599609
false
BUSD
USDC
18
6
0.999502
-276,330
500
79208418776445232812042
16,722,962
0x00cef0386ed94d738c8f8a74e8bfd0376926d24c
BUSDUSDC500
10
2023-02-28T00:00:00
-276,280
1342410666416098594
669.528621
0
0.9956072526205502006981180549669601
1.004412128746438512204382366489814
false
BUSD
USDC
18
6
0.999502
-276,330
500
79208418776445232812042
16,722,962
0x00cef0386ed94d738c8f8a74e8bfd0376926d24c
BUSDUSDC500
10
2023-02-28T00:00:00
-276,270
1342410666416098594
669.193957
0
0.9946121927329561622149963241659251
1.005416992981193437249523040543110
false
BUSD
USDC
18
6
0.999502
-276,330
500
79208418776445232812042
16,722,962
0x00cef0386ed94d738c8f8a74e8bfd0376926d24c
BUSDUSDC500
10
2023-02-28T00:00:00
-276,260
5234658397402475
2.608182
0
0.9936181273581856216420413946842763
1.006422862532492627672277115347736
false
BUSD
USDC
18
6
0.999502
-276,330
500
79208418776445232812042
16,722,962
0x00cef0386ed94d738c8f8a74e8bfd0376926d24c
BUSDUSDC500
10
2023-02-28T00:00:00
-276,250
3861336782858110
1.922959
0
0.9926250555022725188125335424819711
1.007429738406105140842041117114181
false
BUSD
USDC
18
6
0.999502
-276,330
500
79208418776445232812042
16,722,962
0x00cef0386ed94d738c8f8a74e8bfd0376926d24c
BUSDUSDC500
10
2023-02-28T00:00:00
-276,240
3861336782858110
1.921998
0
0.9916329761722442131571881561047636
1.008437621608806255902370195376861
false
BUSD
USDC
18
6
0.999502
-276,330
500
79208418776445232812042
16,722,962
0x00cef0386ed94d738c8f8a74e8bfd0376926d24c
BUSDUSDC500
10
2023-02-28T00:00:00
-276,230
3861336782858110
1.921037
0
0.9906418883761204908307205988591101
1.009446513148378480445672847734919
false
BUSD
USDC
18
6
0.999502
-276,330
500
79208418776445232812042
16,722,962
0x00cef0386ed94d738c8f8a74e8bfd0376926d24c
BUSDUSDC500
10
2023-02-28T00:00:00
-276,220
3861336782858110
1.920077
0
0.9896517911229125728307386440967639
1.010456414033612558195033463752492
false
BUSD
USDC
18
6
0.999502
-276,330
500
79208418776445232812042
16,722,962
0x00cef0386ed94d738c8f8a74e8bfd0376926d24c
BUSDUSDC500
10
2023-02-28T00:00:00
-276,210
3861336782858110
1.919117
0
0.9886626834226221241079707015978636
1.011467325274308477694170269166012
false
BUSD
USDC
18
6
0.999502
-276,330
500
79208418776445232812042
16,722,962
0x00cef0386ed94d738c8f8a74e8bfd0376926d24c
BUSDUSDC500
10
2023-02-28T00:00:00
-276,200
3861336782858110
1.918158
0
0.9876745642862402636668390442780933
1.012479247881276482006537259580759
false
BUSD
USDC
18
6
0.999502
-276,330
500
79208418776445232812042
16,722,962
0x00cef0386ed94d738c8f8a74e8bfd0376926d24c
BUSDUSDC500
10
2023-02-28T00:00:00
-276,190
3861336782858110
1.917199
0
0.9866874327257465756553882346915134
1.013492182866338079424579721882092
false
BUSD
USDC
18
6
0.999502
-276,330
500
79208418776445232812042
16,722,962
0x00cef0386ed94d738c8f8a74e8bfd0376926d24c
BUSDUSDC500
10
2023-02-28T00:00:00
327,960
8663369131484209
0
344.066819
0.005722559015040778707897132113146076
174.7469964698780905931913163169064
false
USDC
MLP
6
18
0.00553
328,302
3,000
1065395628702294592533584481317051052
16,722,962
0x015769601d8d4879c0e193eeab31f10cf03c9ea9
USDCMLP3000
60
2023-02-28T00:00:00
328,020
8663369131484209
0
345.100517
0.005688328167693764299660142271620055
175.7985774589079229239854563538225
false
USDC
MLP
6
18
0.00553
328,302
3,000
1065395628702294592533584481317051052
16,722,962
0x015769601d8d4879c0e193eeab31f10cf03c9ea9
USDCMLP3000
60
2023-02-28T00:00:00
328,080
8663369131484209
0
346.137322
0.005654302080298899769514790271754352
176.8564865828918777758647835793186
false
USDC
MLP
6
18
0.00553
328,302
3,000
1065395628702294592533584481317051052
16,722,962
0x015769601d8d4879c0e193eeab31f10cf03c9ea9
USDCMLP3000
60
2023-02-28T00:00:00
328,140
8663369131484209
0
347.177241
0.005620479528035847502383626596470086
177.9207619228645262779922456663893
false
USDC
MLP
6
18
0.00553
328,302
3,000
1065395628702294592533584481317051052
16,722,962
0x015769601d8d4879c0e193eeab31f10cf03c9ea9
USDCMLP3000
60
2023-02-28T00:00:00
328,200
8663369131484209
0
348.220284
0.005586859293410823946541503970285008
178.9914417890219862902640157355548
false
USDC
MLP
6
18
0.00553
328,302
3,000
1065395628702294592533584481317051052
16,722,962
0x015769601d8d4879c0e193eeab31f10cf03c9ea9
USDCMLP3000
60
2023-02-28T00:00:00
328,260
8663369131484209
0.57894
244.484463
0.005553440166212774088520407390226879
180.0685647221009556961664010622729
true
USDC
MLP
6
18
0.00553
328,302
3,000
1065395628702294592533584481317051052
16,722,962
0x015769601d8d4879c0e193eeab31f10cf03c9ea9
USDCMLP3000
60
2023-02-28T00:00:00
328,320
8663369131484209
1.928028
0
0.005520220943469808080812620098775514
181.1521694947660443515370179605824
false
USDC
MLP
6
18
0.00553
328,302
3,000
1065395628702294592533584481317051052
16,722,962
0x015769601d8d4879c0e193eeab31f10cf03c9ea9
USDCMLP3000
60
2023-02-28T00:00:00
328,380
8663369131484209
1.922252
0
0.005487200429405898454242932669454537
182.2422951130054546283362530757426
false
USDC
MLP
6
18
0.00553
328,302
3,000
1065395628702294592533584481317051052
16,722,962
0x015769601d8d4879c0e193eeab31f10cf03c9ea9
USDCMLP3000
60
2023-02-28T00:00:00
328,440
8663369131484209
1.916495
0
0.005454377435397836356260740579972455
183.3389808175350607930553009707385
false
USDC
MLP
6
18
0.00553
328,302
3,000
1065395628702294592533584481317051052
16,722,962
0x015769601d8d4879c0e193eeab31f10cf03c9ea9
USDCMLP3000
60
2023-02-28T00:00:00
328,500
8663369131484209
1.910754
0
0.005421750779932445265726904325196388
184.4422660852109377617157886687723
false
USDC
MLP
6
18
0.00553
328,302
3,000
1065395628702294592533584481317051052
16,722,962
0x015769601d8d4879c0e193eeab31f10cf03c9ea9
USDCMLP3000
60
2023-02-28T00:00:00
328,560
8663369131484209
1.905031
0
0.005389319288564050644038500905205479
185.5521906304503900775640524945953
false
USDC
MLP
6
18
0.00553
328,302
3,000
1065395628702294592533584481317051052
16,722,962
0x015769601d8d4879c0e193eeab31f10cf03c9ea9
USDCMLP3000
60
2023-02-28T00:00:00
-276,600
666023825610248310
0
6,601.594351
1.027980272079345355203096647363085
0.9727813141562062205541437359941306
false
BTRST
USDC
18
6
1.028868
-276,040
10,000
80363595699405630347171
16,722,962
0x0170915a0a6de6eb8dfc4e0f7415ad5a5a2be180
BTRSTUSDC10000
200
2023-02-28T00:00:00
-276,400
666023825610248310
0
6,667.938144
1.007625906435924334521781509613761
0.9924318078890032275408148896892121
false
BTRST
USDC
18
6
1.028868
-276,040
10,000
80363595699405630347171
16,722,962
0x0170915a0a6de6eb8dfc4e0f7415ad5a5a2be180
BTRSTUSDC10000
200
2023-02-28T00:00:00
-276,200
666023825610248310
1,292.944619
5,402.055039
0.9876745642862402636668390442780933
1.012479247881276482006537259580759
true
BTRST
USDC
18
6
1.028868
-276,040
10,000
80363595699405630347171
16,722,962
0x0170915a0a6de6eb8dfc4e0f7415ad5a5a2be180
BTRSTUSDC10000
200
2023-02-28T00:00:00
-276,000
666023825610248310
6,520.226825
0
0.9681182656254455615728883584008693
1.032931652574448104735595182768901
false
BTRST
USDC
18
6
1.028868
-276,040
10,000
80363595699405630347171
16,722,962
0x0170915a0a6de6eb8dfc4e0f7415ad5a5a2be180
BTRSTUSDC10000
200
2023-02-28T00:00:00
-275,800
666023825610248310
6,455.352712
0
0.9489491884555541751554331684027332
1.053797202385021994124292601311771
false
BTRST
USDC
18
6
1.028868
-276,040
10,000
80363595699405630347171
16,722,962
0x0170915a0a6de6eb8dfc4e0f7415ad5a5a2be180
BTRSTUSDC10000
200
2023-02-28T00:00:00
258,600
27761257957173937
0
115.010502
5.884454421189980153342751397331002
0.1699392889167413448868039666815068
false
USDC
SNX
6
18
2.831788
265,914
10,000
47081382663614412371231270184415287
16,722,962
0x020c349a0541d76c16f501abc6b2e9c98adae892
USDCSNX10000
200
2023-02-28T00:00:00
258,800
27761257957173937
0
116.166319
5.767940184337289465997212168467008
0.1733721169154072162387036406750607
false
USDC
SNX
6
18
2.831788
265,914
10,000
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16,722,962
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16,722,962
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USDCSNX10000
200
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268,600
520981304403878108
7,626.891845
0
2.164878038046684682939112289835190
0.4619197859766155663908024249253876
false
USDC
SNX
6
18
2.831788
265,914
10,000
47081382663614412371231270184415287
16,722,962
0x020c349a0541d76c16f501abc6b2e9c98adae892
USDCSNX10000
200
2023-02-28T00:00:00
268,800
520981304403878108
7,551.006778
0
2.122012702634476520735362065077621
0.4712507134186807930596723683701098
false
USDC
SNX
6
18
2.831788
265,914
10,000
47081382663614412371231270184415287
16,722,962
0x020c349a0541d76c16f501abc6b2e9c98adae892
USDCSNX10000
200
2023-02-28T00:00:00
269,000
520981304403878108
7,475.876743
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2.079996115718815988777679022192646
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SNX
6
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USDCSNX10000
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2023-02-28T00:00:00
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SNX
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End of preview. Expand in Data Studio

Data for the paper:

Hernandez Cruz, W., Xu, J., Tasca, P., & Campajola, C. (2024). Impact of Adverse Disclosures on Liquidity of Stablecoin Markets. arXiv:2407.11716.


Overview

This dataset holds the hourly liquidity distribution over ticks of 220 Uniswap v3 pools on Ethereum that pair USDC or USDT with another token. It covers 769 hourly snapshots, from 00:00 UTC on 28th February 2023 to 00:00 UTC on 1st April 2023, at one Ethereum block per hour. It is the input of the Marginal Cost of Immediacy (MCI) of the paper. The paper estimates a difference-in-differences (DiD), weighted by total value locked (TVL), on 155 of these pools in March 2023, 119 USDC pools (treated, the two DAI/USDC pools included) and 36 USDT pools (control). The TVL of a pool is its liquidity provider (LP) principal from the Mint and Burn events at the Chainlink price of the stablecoin, with fees excluded. This release (v1.0) replaces the upload of 29th April 2026, which did not give the numbers of the paper. The companion datasets svb-stablecoins-hourly-lp-positions and svb-stablecoins-replication-data hold the LP positions and the small inputs.


Data

File Rows Content
tick_liquidity_hourly.parquet 10,827,997 one row per pool, tick range and hour (70.6 MB, zstd)
pools.csv 220 one row per pool, with in_did_sample for the 155 pools of the DiD and not_in_did_reason

Columns of tick_liquidity_hourly.parquet. The rows of each pool and hour are in ascending tickIdx. Large integers are decimal strings.

  • datetime_utc, block_number, pool_address (lower case), trading_pair, fee_tier (hundredths of a basis point), tick_spacing, token0_symbol, token1_symbol, token0_decimals, token1_decimals
  • tickIdx (lower tick of the range), liquidityActive (active liquidity of the range, uint128), totalValueLockedToken0 and totalValueLockedToken1 (token amounts of the range at the snapshot price), token0Price and token1Price (prices at tickIdx), isCurrentTick, cross_tick (current tick), sqrt_price_x96, price_in_stablecoin
import pandas as pd
from huggingface_hub import hf_hub_download

repo = "ExponentialScience/svb-stablecoins-hourly-tick-liquidity"
ticks = pd.read_parquet(hf_hub_download(repo, "tick_liquidity_hourly.parquet", repo_type="dataset", revision="v1.0"))
pools = pd.read_csv(hf_hub_download(repo, "pools.csv", repo_type="dataset", revision="v1.0"))

Sources and license

The tick lists come from the Uniswap v3 subgraph (Uniswap/v3-subgraph, queried through The Graph). The pool states come from the pool contracts, read from public archive nodes. The block of each hour is the last Ethereum block at or before the hour. The original lookup used the Etherscan API (Powered by Etherscan.io APIs, https://etherscan.io).

The license of this compilation is CC BY 4.0. It covers only the rights that the authors hold. It does not restrict the use of public blockchain data.


Cite

@misc{cruz2024questionsaskedeffectstransparency,
  title        = {Impact of Adverse Disclosures on Liquidity of Stablecoin Markets},
  author       = {Walter Hernandez Cruz and Jiahua Xu and Paolo Tasca and Carlo Campajola},
  year         = {2024},
  eprint       = {2407.11716},
  archivePrefix = {arXiv},
  primaryClass = {q-fin.TR},
  url          = {https://arxiv.org/abs/2407.11716}
}
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