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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
datetime_utc
timestamp[us]
-276,470
6345097637281136
0
3.150108
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
6345097637281136
0
3.151684
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
6345097637281136
0
3.15326
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
6345097637281136
0
3.154837
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
6345097637281136
0
3.156415
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
6345097637281136
0
3.157993
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
6345097637281136
0
3.159572
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
6345097637281136
0
3.161152
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
6345097637281136
0
3.162733
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
1343521105655977255
0
670.017223
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
1343521105655977255
0
670.352299
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
1343521105655977255
0
670.687542
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
1024893523179733602
0
4,245.971809
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
1024893523179733602
0
4,288.642391
5.767940184337289465997212168467008
0.1733721169154072162387036406750607
false
USDC
SNX
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0.4438085396588554267898690273966380
false
USDC
SNX
6
18
2.831788
265,914
10,000
47081382663614412371231270184415287
16,722,962
0x020C349A0541D76C16F501Abc6B2E9c98AdAe892
USDCSNX10000
200
2023-02-28T00:00:00
268,400
520981304403878108
7,703.539531
0
2.208609266946580233174207319539760
0.4527736141316240619087209449087935
false
USDC
SNX
6
18
2.831788
265,914
10,000
47081382663614412371231270184415287
16,722,962
0x020C349A0541D76C16F501Abc6B2E9c98AdAe892
USDCSNX10000
200
2023-02-28T00:00:00
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
0
2.079996115718815988777679022192646
0.4807701285799828259054261572408011
false
USDC
SNX
6
18
2.831788
265,914
10,000
47081382663614412371231270184415287
16,722,962
0x020C349A0541D76C16F501Abc6B2E9c98AdAe892
USDCSNX10000
200
2023-02-28T00:00:00
269,200
484681151630512029
6,885.78403
0
2.038811471785329654722259808085190
0.4904818389727463264561915411788761
false
USDC
SNX
6
18
2.831788
265,914
10,000
47081382663614412371231270184415287
16,722,962
0x020C349A0541D76C16F501Abc6B2E9c98AdAe892
USDCSNX10000
200
2023-02-28T00:00:00
269,400
481512274010296332
6,772.70096
0
1.998442298074652789550762792249668
0.5003897290221608944677898336056660
false
USDC
SNX
6
18
2.831788
265,914
10,000
47081382663614412371231270184415287
16,722,962
0x020C349A0541D76C16F501Abc6B2E9c98AdAe892
USDCSNX10000
200
2023-02-28T00:00:00
End of preview. Expand in Data Studio

Hourly Tick-Level Liquidity Distributions on Uniswap V3 (Feb-Apr 2023)

Replication dataset for:

Hernandez Cruz, W., Xu, J., Tasca, P., and Campajola, C. (2024). No Questions Asked: Effects of Transparency on Stablecoin Liquidity During the Collapse of Silicon Valley Bank. arXiv:2407.11716 [q-fin.TR]. https://arxiv.org/abs/2407.11716

Raw active-liquidity primitive: one row per (pool, tick, hour), reconstructed from Uniswap V3 Mint, Burn, and Swap events on Ethereum mainnet. Every market-microstructure measure in the paper builds on this file: depth-wise MCI at I in {1,5,10,15,20}, in-range/out-of-range decomposition, and tick-level Gini. Companion: raw LP positions at ExponentialScience/svb-stablecoins-hourly-lp-positions.

Files

file size rows
tick_liquidity_hourly.parquet ~914 MB 10,754,626
pools.csv <1 MB 199

Schema

column type description
datetime_utc timestamp snapshot UTC time
block_number int Ethereum block of the snapshot
pool_address string Uniswap V3 pool contract
trading_pair string pool key, e.g. USDCWETH3000
fee_tier int fee tier in 0.01% units
tick_spacing int tick spacing for the fee tier
token0_symbol/token1_symbol string underlying tokens
token0_decimals/token1_decimals int ERC-20 decimals
token0Price/token1Price string high-precision token prices
price_in_stablecoin float non-stablecoin mid-price
cross_tick int pool's active tick at the snapshot
sqrt_price_x96 string pool's sqrtPriceX96
tickIdx int tick of this row
liquidityActive string active liquidity at tickIdx (uint as string)
isCurrentTick bool tickIdx == cross_tick
totalValueLockedToken0/totalValueLockedToken1 float token reserves

Coverage

28 Feb 2023 to 1 Apr 2023 (hourly, UTC). ~200 USDC and USDT pools across all four fee tiers (0.01%, 0.05%, 0.30%, 1.00%). Every populated tick.

Snapshot of one pool-hour

import pandas as pd
df = pd.read_parquet("tick_liquidity_hourly.parquet", engine="fastparquet")
snap = df[(df["pool_address"] == "0x88e6a0c2ddd26feeb64f039a2c41296fcb3f5640")
          & (df["datetime_utc"] == "2023-03-10 00:00:00")]
print(snap[["tickIdx", "liquidityActive", "isCurrentTick"]].head())

MCI at depth I is computed by walking liquidityActive outward from cross_tick for I ticks. See src/modeling/MCI_computation.py in the source repo for the formula.

Companion repository

Key dates

  • Silvergate wind-down: 2023-03-08
  • SVB stock collapse: 2023-03-09
  • Circle's disclosure of $3.3B at SVB: 2023-03-11 03:11 UTC (Treatment 1)
  • Fed/FDIC/Treasury Joint Statement: 2023-03-12 22:24 UTC (Treatment 2)
  • Silicon Valley Bridge Bank, N.A. chartered: 2023-03-13
  • SVB Financial Group Chapter 11: 2023-03-17 13:00 UTC (placebo anchor)
  • First Citizens Bank acquires SVBB: 2023-03-26/27

License

CC-BY-4.0. Data derived from public Uniswap V3 smart-contract events and publicly-available archival node data. Please cite the accompanying paper.

Citation

@misc{cruz2024questionsaskedeffectstransparency,
      title={No Questions Asked: Effects of Transparency on Stablecoin Liquidity During the Collapse of Silicon Valley Bank},
      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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