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Connected Bands/Artists

  • Aziza (12)
  • Charles Lloyd & The Marvels
  • Charles Lloyd New Quartet
  • Chris Potter Circuits Trio
  • Dave Holland Sextet
  • Dayna Stephens Trio
  • Edward Simon Trio
  • James Farm
  • John Nazarenko Trio
  • John Swana Quartet
  • Kindred Spirits (11)
  • Kurt Rosenwinkel Group
  • Kurt Rosenwinkel Standards Trio
  • Never Group
  • SFJazz Collective
    SFJazz Collective band photo
  • Takashi Matsunaga Trio
  • The Charles Lloyd Quartet
  • The Jacky Terrasson Trio

Connected Musicians

  • Adam Rogers (2)
  • Alex Sipiagin
  • Andre Hayward
  • Anthony Williams
    Anthony Williams band photo
  • Avishai E. Cohen
  • Bill Frisell
    Bill Frisell band photo
  • Bobby Hutcherson
    Bobby Hutcherson band photo
  • Bobo Stenson
  • Brian Blade
    Brian Blade band photo
  • Cecil McBee
  • Chris Potter
    Chris Potter band photo
  • Chris Potter (2)
  • Dave Douglas
    Dave Douglas band photo
  • David Holland
  • David Sanchez (3)
  • Edward Simon
  • Eric Revis
    Eric Revis band photo
  • Etienne Charles
  • Gabor Szabo
    Gabor Szabo band photo
  • Greg Leisz
    Greg Leisz band photo
  • Gretchen Parlato
    Gretchen Parlato band photo
  • Isaac Smith
  • Jack DeJohnette
    Jack DeJohnette band photo
  • Jason Moran
    Jason Moran band photo
  • Joe Lovano
    Joe Lovano band photo
  • John Patitucci
    John Patitucci band photo
  • Jon Christensen
  • Joshua Redman
    Joshua Redman band photo
  • Joshua Roseman
  • Keith Jarrett
    Keith Jarrett band photo
  • Kendrick Scott
  • Mark Turner (2)
  • Michel Petrucciani
  • Mulgrew Miller
    Mulgrew Miller band photo
  • Nicholas Payton
    Nicholas Payton band photo
  • Palle Danielsson
  • Reuben Rogers
  • Woody Theus

Analyzing Network Connections...

Network Profile

Overall Strength
i
4.54% of network
(5.74 × 1072)
Strength Breakdown
  • This Post (4.54%)
  • Bobby Hutcherson (2.19%)
  • Nicholas Payton (2.02%)
  • Gabor Szabo (1.14%)
  • Jason Moran (0.69%)
  • Keith Jarrett (0.50%)
  • Edward Simon (0.50%)
  • Kendrick Scott (0.50%)
  • Greg Leisz (0.35%)
  • Dave Holland Sextet (0.22%)
  • Jon Christensen (0.22%)
  • Andre Hayward (0.22%)
  • Gretchen Parlato (0.22%)
  • Edward Simon Trio (0.22%)
  • Charles Lloyd & The Marvels (0.13%)
  • Aziza (12) (0.13%)
  • Chris Potter Circuits Trio (0.06%)
  • Charles Lloyd New Quartet (0.06%)
  • John Swana Quartet (0.06%)
  • Kurt Rosenwinkel Standards Trio (0.06%)
  • James Farm (0.06%)
  • Michel Petrucciani (0.01%)
  • Reuben Rogers (0.01%)
  • Woody Theus (0.01%)
  • Adam Rogers (2) (0.01%)
  • Avishai E. Cohen (0.01%)
  • Chris Potter (2) (0.01%)
  • David Sanchez (3) (0.01%)
  • Etienne Charles (0.01%)
  • Isaac Smith (0.01%)
  • Joshua Roseman (0.01%)
  • Mark Turner (2) (0.01%)
  • Dayna Stephens Trio (0.01%)
  • John Nazarenko Trio (0.01%)
  • Kindred Spirits (11) (0.01%)
  • Kurt Rosenwinkel Group (0.01%)
  • Never Group (0.01%)
  • Takashi Matsunaga Trio (0.01%)
  • The Jacky Terrasson Trio (0.01%)
Dominant nodes (excluded from chart)
Jack DeJohnette 7.41%Cecil McBee 6.18%David Holland 5.61%Mulgrew Miller 5.61%Dave Douglas 5.61%Brian Blade 5.61%Palle Danielsson 5.06%SFJazz Collective 5.06%Eric Revis 5.06%Bill Frisell 4.54%Chris Potter 4.54%Anthony Williams 4.54%John Patitucci 4.54%Bobo Stenson 4.05%Alex Sipiagin 3.59%Joe Lovano 3.15%Joshua Redman 3.15%The Charles Lloyd Quartet 2.37%
Influence Score
i
1.75% of network
(1.08)
Influence Breakdown
  • This Post (1.75%)
  • Bobby Hutcherson (1.90%)
  • Bill Frisell (1.75%)
  • Greg Leisz (1.75%)
  • Charles Lloyd & The Marvels (1.75%)
  • Chris Potter (1.75%)
  • David Holland (1.75%)
  • Aziza (12) (1.75%)
  • Mulgrew Miller (1.75%)
  • Dave Holland Sextet (1.75%)
  • Alex Sipiagin (1.75%)
  • Chris Potter Circuits Trio (1.75%)
  • Jason Moran (1.75%)
  • Charles Lloyd New Quartet (1.75%)
  • Keith Jarrett (1.75%)
  • Anthony Williams (1.75%)
  • Gabor Szabo (1.75%)
  • Jack DeJohnette (1.75%)
  • Palle Danielsson (1.75%)
  • Bobo Stenson (1.75%)
  • The Charles Lloyd Quartet (1.75%)
  • Cecil McBee (1.75%)
  • Jon Christensen (1.75%)
  • Michel Petrucciani (1.75%)
  • Reuben Rogers (1.75%)
  • Woody Theus (1.75%)
  • Joe Lovano (1.75%)
  • Dave Douglas (1.75%)
  • Andre Hayward (1.75%)
  • Gretchen Parlato (1.75%)
  • Joshua Redman (1.75%)
  • Nicholas Payton (1.75%)
  • SFJazz Collective (1.75%)
  • Adam Rogers (2) (1.75%)
  • Avishai E. Cohen (1.75%)
  • Brian Blade (1.75%)
  • Chris Potter (2) (1.75%)
  • David Sanchez (3) (1.75%)
  • Edward Simon (1.75%)
  • Etienne Charles (1.75%)
  • Isaac Smith (1.75%)
  • Joshua Roseman (1.75%)
  • Kendrick Scott (1.75%)
  • Mark Turner (2) (1.75%)
  • John Patitucci (1.75%)
  • Edward Simon Trio (1.75%)
  • John Swana Quartet (1.75%)
  • Kurt Rosenwinkel Standards Trio (1.75%)
  • James Farm (1.75%)
  • Dayna Stephens Trio (1.75%)
  • John Nazarenko Trio (1.75%)
  • Kindred Spirits (11) (1.75%)
  • Kurt Rosenwinkel Group (1.75%)
  • Never Group (1.75%)
  • Takashi Matsunaga Trio (1.75%)
  • The Jacky Terrasson Trio (1.75%)
  • Eric Revis (1.75%)
Direct Connections 36

Node & Network Details

How is this calculated?

The math continuously tracks how strongly this post is connected to the rest of the network. Every tag forms a 2-way link. The base stats determine personal node strength, and the pie charts below show this node's share against its direct neighbours.

// 1. Base variables (floored at 1 to prevent zero-multiplication math errors)
$inbound = max(1, 18) = 18
$outbound = max(1, 18) = 18

// 2. Node Base Values (Local connection strength)
Base_Strength (PV) = $inbound * $outbound = 18 * 18 = 324
Base_Influence (IV) = $inbound / $outbound = 18 / 18 = 1

// 3. Exponential Network Values (accumulating 56 direct neighbours)
Network_Strength (CV) = Base_PV * (Neighbour_1_PV * Neighbour_2_PV * ...)
                         = 324 *
                           ( 156 [Bobby Hutcherson] *
                            324 [Bill Frisell] *
                            25 [Greg Leisz] *
                            9 [Charles Lloyd & The Marvels] *
                            324 [Chris Potter] *
                            400 [David Holland] *
                            9 [Aziza (12)] *
                            400 [Mulgrew Miller] *
                            16 [Dave Holland Sextet] *
                            256 [Alex Sipiagin] *
                            4 [Chris Potter Circuits Trio] *
                            49 [Jason Moran] *
                            4 [Charles Lloyd New Quartet] *
                            36 [Keith Jarrett] *
                            324 [Anthony Williams] *
                            81 [Gabor Szabo] *
                            529 [Jack DeJohnette] *
                            361 [Palle Danielsson] *
                            289 [Bobo Stenson] *
                            169 [The Charles Lloyd Quartet] *
                            441 [Cecil McBee] *
                            16 [Jon Christensen] *
                            1 [Michel Petrucciani] *
                            1 [Reuben Rogers] *
                            1 [Woody Theus] *
                            225 [Joe Lovano] *
                            400 [Dave Douglas] *
                            16 [Andre Hayward] *
                            16 [Gretchen Parlato] *
                            225 [Joshua Redman] *
                            144 [Nicholas Payton] *
                            361 [SFJazz Collective] *
                            1 [Adam Rogers (2)] *
                            1 [Avishai E. Cohen] *
                            400 [Brian Blade] *
                            1 [Chris Potter (2)] *
                            1 [David Sanchez (3)] *
                            36 [Edward Simon] *
                            1 [Etienne Charles] *
                            1 [Isaac Smith] *
                            1 [Joshua Roseman] *
                            36 [Kendrick Scott] *
                            1 [Mark Turner (2)] *
                            324 [John Patitucci] *
                            16 [Edward Simon Trio] *
                            4 [John Swana Quartet] *
                            4 [Kurt Rosenwinkel Standards Trio] *
                            4 [James Farm] *
                            1 [Dayna Stephens Trio] *
                            1 [John Nazarenko Trio] *
                            1 [Kindred Spirits (11)] *
                            1 [Kurt Rosenwinkel Group] *
                            1 [Never Group] *
                            1 [Takashi Matsunaga Trio] *
                            1 [The Jacky Terrasson Trio] *
                            361 [Eric Revis]
                           )
                         = 5.74 x 10^72

Network_Influence (TV) = Base_IV * (Neighbour_1_IV * Neighbour_2_IV * ...)
                         = 1 *
                           ( 1.08 [Bobby Hutcherson] *
                            1 [Bill Frisell] *
                            1 [Greg Leisz] *
                            1 [Charles Lloyd & The Marvels] *
                            1 [Chris Potter] *
                            1 [David Holland] *
                            1 [Aziza (12)] *
                            1 [Mulgrew Miller] *
                            1 [Dave Holland Sextet] *
                            1 [Alex Sipiagin] *
                            1 [Chris Potter Circuits Trio] *
                            1 [Jason Moran] *
                            1 [Charles Lloyd New Quartet] *
                            1 [Keith Jarrett] *
                            1 [Anthony Williams] *
                            1 [Gabor Szabo] *
                            1 [Jack DeJohnette] *
                            1 [Palle Danielsson] *
                            1 [Bobo Stenson] *
                            1 [The Charles Lloyd Quartet] *
                            1 [Cecil McBee] *
                            1 [Jon Christensen] *
                            1 [Michel Petrucciani] *
                            1 [Reuben Rogers] *
                            1 [Woody Theus] *
                            1 [Joe Lovano] *
                            1 [Dave Douglas] *
                            1 [Andre Hayward] *
                            1 [Gretchen Parlato] *
                            1 [Joshua Redman] *
                            1 [Nicholas Payton] *
                            1 [SFJazz Collective] *
                            1 [Adam Rogers (2)] *
                            1 [Avishai E. Cohen] *
                            1 [Brian Blade] *
                            1 [Chris Potter (2)] *
                            1 [David Sanchez (3)] *
                            1 [Edward Simon] *
                            1 [Etienne Charles] *
                            1 [Isaac Smith] *
                            1 [Joshua Roseman] *
                            1 [Kendrick Scott] *
                            1 [Mark Turner (2)] *
                            1 [John Patitucci] *
                            1 [Edward Simon Trio] *
                            1 [John Swana Quartet] *
                            1 [Kurt Rosenwinkel Standards Trio] *
                            1 [James Farm] *
                            1 [Dayna Stephens Trio] *
                            1 [John Nazarenko Trio] *
                            1 [Kindred Spirits (11)] *
                            1 [Kurt Rosenwinkel Group] *
                            1 [Never Group] *
                            1 [Takashi Matsunaga Trio] *
                            1 [The Jacky Terrasson Trio] *
                            1 [Eric Revis]
                           )
                         = 1.08
Outbound 18 Tags on post
Inbound 18 Posts tagging this
Connections 56 Total nodes
Base Node Strength 324
Base Node Influence 1
Strength Share (vs Direct Neighbours)
4.54% (5.74 × 1072 overall)
  • This Post (4.54%)
  • Bobby Hutcherson (2.19%)
  • Nicholas Payton (2.02%)
  • Gabor Szabo (1.14%)
  • Jason Moran (0.69%)
  • Keith Jarrett (0.50%)
  • Edward Simon (0.50%)
  • Kendrick Scott (0.50%)
  • Greg Leisz (0.35%)
  • Dave Holland Sextet (0.22%)
  • Jon Christensen (0.22%)
  • Andre Hayward (0.22%)
  • Gretchen Parlato (0.22%)
  • Edward Simon Trio (0.22%)
  • Charles Lloyd & The Marvels (0.13%)
  • Aziza (12) (0.13%)
  • Chris Potter Circuits Trio (0.06%)
  • Charles Lloyd New Quartet (0.06%)
  • John Swana Quartet (0.06%)
  • Kurt Rosenwinkel Standards Trio (0.06%)
  • James Farm (0.06%)
  • Michel Petrucciani (0.01%)
  • Reuben Rogers (0.01%)
  • Woody Theus (0.01%)
  • Adam Rogers (2) (0.01%)
  • Avishai E. Cohen (0.01%)
  • Chris Potter (2) (0.01%)
  • David Sanchez (3) (0.01%)
  • Etienne Charles (0.01%)
  • Isaac Smith (0.01%)
  • Joshua Roseman (0.01%)
  • Mark Turner (2) (0.01%)
  • Dayna Stephens Trio (0.01%)
  • John Nazarenko Trio (0.01%)
  • Kindred Spirits (11) (0.01%)
  • Kurt Rosenwinkel Group (0.01%)
  • Never Group (0.01%)
  • Takashi Matsunaga Trio (0.01%)
  • The Jacky Terrasson Trio (0.01%)
Dominant nodes (excluded from chart)
Jack DeJohnette 7.41%Cecil McBee 6.18%David Holland 5.61%Mulgrew Miller 5.61%Dave Douglas 5.61%Brian Blade 5.61%Palle Danielsson 5.06%SFJazz Collective 5.06%Eric Revis 5.06%Bill Frisell 4.54%Chris Potter 4.54%Anthony Williams 4.54%John Patitucci 4.54%Bobo Stenson 4.05%Alex Sipiagin 3.59%Joe Lovano 3.15%Joshua Redman 3.15%The Charles Lloyd Quartet 2.37%
Influence Share (vs Direct Neighbours)
1.75% (1.08 overall)
  • This Post (1.75%)
  • Bobby Hutcherson (1.90%)
  • Bill Frisell (1.75%)
  • Greg Leisz (1.75%)
  • Charles Lloyd & The Marvels (1.75%)
  • Chris Potter (1.75%)
  • David Holland (1.75%)
  • Aziza (12) (1.75%)
  • Mulgrew Miller (1.75%)
  • Dave Holland Sextet (1.75%)
  • Alex Sipiagin (1.75%)
  • Chris Potter Circuits Trio (1.75%)
  • Jason Moran (1.75%)
  • Charles Lloyd New Quartet (1.75%)
  • Keith Jarrett (1.75%)
  • Anthony Williams (1.75%)
  • Gabor Szabo (1.75%)
  • Jack DeJohnette (1.75%)
  • Palle Danielsson (1.75%)
  • Bobo Stenson (1.75%)
  • The Charles Lloyd Quartet (1.75%)
  • Cecil McBee (1.75%)
  • Jon Christensen (1.75%)
  • Michel Petrucciani (1.75%)
  • Reuben Rogers (1.75%)
  • Woody Theus (1.75%)
  • Joe Lovano (1.75%)
  • Dave Douglas (1.75%)
  • Andre Hayward (1.75%)
  • Gretchen Parlato (1.75%)
  • Joshua Redman (1.75%)
  • Nicholas Payton (1.75%)
  • SFJazz Collective (1.75%)
  • Adam Rogers (2) (1.75%)
  • Avishai E. Cohen (1.75%)
  • Brian Blade (1.75%)
  • Chris Potter (2) (1.75%)
  • David Sanchez (3) (1.75%)
  • Edward Simon (1.75%)
  • Etienne Charles (1.75%)
  • Isaac Smith (1.75%)
  • Joshua Roseman (1.75%)
  • Kendrick Scott (1.75%)
  • Mark Turner (2) (1.75%)
  • John Patitucci (1.75%)
  • Edward Simon Trio (1.75%)
  • John Swana Quartet (1.75%)
  • Kurt Rosenwinkel Standards Trio (1.75%)
  • James Farm (1.75%)
  • Dayna Stephens Trio (1.75%)
  • John Nazarenko Trio (1.75%)
  • Kindred Spirits (11) (1.75%)
  • Kurt Rosenwinkel Group (1.75%)
  • Never Group (1.75%)
  • Takashi Matsunaga Trio (1.75%)
  • The Jacky Terrasson Trio (1.75%)
  • Eric Revis (1.75%)

Connected Network Hierarchy

Sort list by:
Top Network Boosters (Highest Multipliers)
Bobby Hutcherson ↗
Str: 156Inf: 1.08
Bill Frisell ↗
Str: 324Inf: 1
Greg Leisz ↗
Str: 25Inf: 1
Charles Lloyd & The Marvels ↗
Str: 9Inf: 1
Chris Potter ↗
Str: 324Inf: 1
David Holland ↗
Str: 400Inf: 1
Aziza (12) ↗
Str: 9Inf: 1
Mulgrew Miller ↗
Str: 400Inf: 1
Dave Holland Sextet ↗
Str: 16Inf: 1
Alex Sipiagin ↗
Str: 256Inf: 1
Chris Potter Circuits Trio ↗
Str: 4Inf: 1
Jason Moran ↗
Str: 49Inf: 1
Charles Lloyd New Quartet ↗
Str: 4Inf: 1
Keith Jarrett ↗
Str: 36Inf: 1
Anthony Williams ↗
Str: 324Inf: 1
Gabor Szabo ↗
Str: 81Inf: 1
Jack DeJohnette ↗
Str: 529Inf: 1
Palle Danielsson ↗
Str: 361Inf: 1
Bobo Stenson ↗
Str: 289Inf: 1
The Charles Lloyd Quartet ↗
Str: 169Inf: 1
Cecil McBee ↗
Str: 441Inf: 1
Jon Christensen ↗
Str: 16Inf: 1
Michel Petrucciani ↗
Str: 1Inf: 1
Reuben Rogers ↗
Str: 1Inf: 1
Woody Theus ↗
Str: 1Inf: 1
Joe Lovano ↗
Str: 225Inf: 1
Dave Douglas ↗
Str: 400Inf: 1
Andre Hayward ↗
Str: 16Inf: 1
Gretchen Parlato ↗
Str: 16Inf: 1
Joshua Redman ↗
Str: 225Inf: 1
Nicholas Payton ↗
Str: 144Inf: 1
SFJazz Collective ↗
Str: 361Inf: 1
Adam Rogers (2) ↗
Str: 1Inf: 1
Avishai E. Cohen ↗
Str: 1Inf: 1
Brian Blade ↗
Str: 400Inf: 1
Chris Potter (2) ↗
Str: 1Inf: 1
David Sanchez (3) ↗
Str: 1Inf: 1
Edward Simon ↗
Str: 36Inf: 1
Etienne Charles ↗
Str: 1Inf: 1
Isaac Smith ↗
Str: 1Inf: 1
Joshua Roseman ↗
Str: 1Inf: 1
Kendrick Scott ↗
Str: 36Inf: 1
Mark Turner (2) ↗
Str: 1Inf: 1
John Patitucci ↗
Str: 324Inf: 1
Edward Simon Trio ↗
Str: 16Inf: 1
John Swana Quartet ↗
Str: 4Inf: 1
Kurt Rosenwinkel Standards Trio ↗
Str: 4Inf: 1
James Farm ↗
Str: 4Inf: 1
Dayna Stephens Trio ↗
Str: 1Inf: 1
John Nazarenko Trio ↗
Str: 1Inf: 1
Weakest Connections (Lowest Multipliers)
Eric Revis ↗
Str: 361Inf: 1
The Jacky Terrasson Trio ↗
Str: 1Inf: 1
Takashi Matsunaga Trio ↗
Str: 1Inf: 1
Never Group ↗
Str: 1Inf: 1
Kurt Rosenwinkel Group ↗
Str: 1Inf: 1
Kindred Spirits (11) ↗
Str: 1Inf: 1
John Nazarenko Trio ↗
Str: 1Inf: 1
Dayna Stephens Trio ↗
Str: 1Inf: 1
James Farm ↗
Str: 4Inf: 1
Kurt Rosenwinkel Standards Trio ↗
Str: 4Inf: 1
John Swana Quartet ↗
Str: 4Inf: 1
Edward Simon Trio ↗
Str: 16Inf: 1
John Patitucci ↗
Str: 324Inf: 1
Mark Turner (2) ↗
Str: 1Inf: 1
Kendrick Scott ↗
Str: 36Inf: 1
Joshua Roseman ↗
Str: 1Inf: 1
Isaac Smith ↗
Str: 1Inf: 1
Etienne Charles ↗
Str: 1Inf: 1
Edward Simon ↗
Str: 36Inf: 1
David Sanchez (3) ↗
Str: 1Inf: 1
Chris Potter (2) ↗
Str: 1Inf: 1
Brian Blade ↗
Str: 400Inf: 1
Avishai E. Cohen ↗
Str: 1Inf: 1
Adam Rogers (2) ↗
Str: 1Inf: 1
SFJazz Collective ↗
Str: 361Inf: 1
Nicholas Payton ↗
Str: 144Inf: 1
Joshua Redman ↗
Str: 225Inf: 1
Gretchen Parlato ↗
Str: 16Inf: 1
Andre Hayward ↗
Str: 16Inf: 1
Dave Douglas ↗
Str: 400Inf: 1
Joe Lovano ↗
Str: 225Inf: 1
Woody Theus ↗
Str: 1Inf: 1
Reuben Rogers ↗
Str: 1Inf: 1
Michel Petrucciani ↗
Str: 1Inf: 1
Jon Christensen ↗
Str: 16Inf: 1
Cecil McBee ↗
Str: 441Inf: 1
The Charles Lloyd Quartet ↗
Str: 169Inf: 1
Bobo Stenson ↗
Str: 289Inf: 1
Palle Danielsson ↗
Str: 361Inf: 1
Jack DeJohnette ↗
Str: 529Inf: 1
Gabor Szabo ↗
Str: 81Inf: 1
Anthony Williams ↗
Str: 324Inf: 1
Keith Jarrett ↗
Str: 36Inf: 1
Charles Lloyd New Quartet ↗
Str: 4Inf: 1
Jason Moran ↗
Str: 49Inf: 1
Chris Potter Circuits Trio ↗
Str: 4Inf: 1
Alex Sipiagin ↗
Str: 256Inf: 1
Dave Holland Sextet ↗
Str: 16Inf: 1
Mulgrew Miller ↗
Str: 400Inf: 1
Aziza (12) ↗
Str: 9Inf: 1

Connection Health Audit (Red = broken 1-way link)

Outbound Tags (18)
Aziza (12)
Charles Lloyd & The Marvels
Charles Lloyd New Quartet
Chris Potter Circuits Trio
Dave Holland Sextet
Dayna Stephens Trio
Edward Simon Trio
James Farm
John Nazarenko Trio
John Swana Quartet
Kindred Spirits (11)
Kurt Rosenwinkel Group
Kurt Rosenwinkel Standards Trio
Never Group
SFJazz Collective
Takashi Matsunaga Trio
The Charles Lloyd Quartet
The Jacky Terrasson Trio
Inbound Posts (18)
Aziza (12)
Dave Holland Sextet
Chris Potter Circuits Trio
Charles Lloyd New Quartet
The Charles Lloyd Quartet
SFJazz Collective
Edward Simon Trio
John Swana Quartet
Kurt Rosenwinkel Standards Trio
James Farm
Dayna Stephens Trio
John Nazarenko Trio
Kindred Spirits (11)
Kurt Rosenwinkel Group
Never Group
Takashi Matsunaga Trio
The Jacky Terrasson Trio
Charles Lloyd & The Marvels
Last calculated: Jun 8, 8:33 AM
32

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