graph LR
    idea_11dc628a_f3fd_4368_b44c_c0c753e10297["Eigenvalue Decomposition in Linear Algebra"]
    idea_26431081_04bf_42df_b5f6_812039f06d73["Covariance Matrix"]
    idea_268470a6_3c49_40e0_96fe_b4fbb144b490["Pearson Product-Moment Correlation Coefficient in Statistics"]
    idea_394e6ef8_a106_4ea6_8636_fdac0cb6ae3a["General applied mathematics"]
    idea_3a85bf79_d49c_4f8a_aeda_2db59802b490["Single Linkage Clustering Criterion in Hierarchical Methods"]
    idea_6ff30a2b_5940_4bbe_8b47_9eb0c4fc5c2d["Communalities Estimation in Factor Analysis"]
    idea_8bd236ec_28e5_4f02_a044_d3a945f3728b["Exploratory Factor Analysis: Eigenvalues, Communalities, and Varimax Rotation"]
    idea_9d5af745_9ae4_4d63_a83d_f8b4e090e5d6["Eigenvalues and Eigenvectors for Symmetric Matrices"]
    idea_a7ab481a_2105_4be2_b5e7_c8396fc49352["Mathematics for nonmathematicians (engineering, social sciences, etc.)"]
    idea_b5d002d4_507e_41fa_a111_f75c26b13fcb["Scatter Plots in Descriptive Statistics"]
    idea_b9005dce_4de0_4850_b70a_4941c0534ea6["Association Rules LHS RHS Frequency Interpretation"]
    idea_ce7afc83_e671_41de_b390_7a1bea0c6786["Dendrogram Construction and Interpretation in Cluster Analysis"]
    idea_d2b5aa1f_c599_4fcf_9575_0cd2d36ae6c6["Hierarchical Cluster Analysis using Euclidean Distance and Single Linkage"]
    idea_dbd8361e_c292_4026_8069_ccae1a082af4["Exploratory Factor Analysis vs. Principal Component Analysis"]
    idea_e78b9b10_c281_4e00_8c0c_feea4e6ac429["Support Confidence Metrics in Association Rule Mining"]
    idea_ec380ee6_b98b_493c_95b9_7430a3773e73["Market Basket Analysis: Support, Confidence, and Lift in Association Rule Learning"]
    idea_b9005dce_4de0_4850_b70a_4941c0534ea6 --> idea_ec380ee6_b98b_493c_95b9_7430a3773e73
    idea_b5d002d4_507e_41fa_a111_f75c26b13fcb --> idea_d2b5aa1f_c599_4fcf_9575_0cd2d36ae6c6
    idea_26431081_04bf_42df_b5f6_812039f06d73 --> idea_dbd8361e_c292_4026_8069_ccae1a082af4
    idea_3a85bf79_d49c_4f8a_aeda_2db59802b490 --> idea_d2b5aa1f_c599_4fcf_9575_0cd2d36ae6c6
    idea_6ff30a2b_5940_4bbe_8b47_9eb0c4fc5c2d --> idea_8bd236ec_28e5_4f02_a044_d3a945f3728b
    idea_268470a6_3c49_40e0_96fe_b4fbb144b490 --> idea_8bd236ec_28e5_4f02_a044_d3a945f3728b
    idea_11dc628a_f3fd_4368_b44c_c0c753e10297 --> idea_8bd236ec_28e5_4f02_a044_d3a945f3728b
    idea_a7ab481a_2105_4be2_b5e7_c8396fc49352 --> idea_d2b5aa1f_c599_4fcf_9575_0cd2d36ae6c6
    idea_ce7afc83_e671_41de_b390_7a1bea0c6786 --> idea_d2b5aa1f_c599_4fcf_9575_0cd2d36ae6c6
    idea_e78b9b10_c281_4e00_8c0c_feea4e6ac429 --> idea_ec380ee6_b98b_493c_95b9_7430a3773e73
    idea_9d5af745_9ae4_4d63_a83d_f8b4e090e5d6 --> idea_dbd8361e_c292_4026_8069_ccae1a082af4
    style idea_8bd236ec_28e5_4f02_a044_d3a945f3728b fill:#e5e7eb,stroke:#9ca3af,color:#374151
    style idea_b5d002d4_507e_41fa_a111_f75c26b13fcb fill:#fef3c7,stroke:#f59e0b,color:#92400e
    style idea_a7ab481a_2105_4be2_b5e7_c8396fc49352 fill:#7f1d1d,stroke:#450a0a,color:#fca5a5
    style idea_ec380ee6_b98b_493c_95b9_7430a3773e73 fill:#e5e7eb,stroke:#9ca3af,color:#374151
    style idea_b9005dce_4de0_4850_b70a_4941c0534ea6 fill:#fef3c7,stroke:#f59e0b,color:#92400e
    style idea_9d5af745_9ae4_4d63_a83d_f8b4e090e5d6 fill:#fef3c7,stroke:#f59e0b,color:#92400e
    style idea_dbd8361e_c292_4026_8069_ccae1a082af4 fill:#e5e7eb,stroke:#9ca3af,color:#374151
    style idea_268470a6_3c49_40e0_96fe_b4fbb144b490 fill:#fef3c7,stroke:#f59e0b,color:#92400e
    style idea_11dc628a_f3fd_4368_b44c_c0c753e10297 fill:#fef3c7,stroke:#f59e0b,color:#92400e
    style idea_e78b9b10_c281_4e00_8c0c_feea4e6ac429 fill:#fef3c7,stroke:#f59e0b,color:#92400e
    style idea_ce7afc83_e671_41de_b390_7a1bea0c6786 fill:#fef3c7,stroke:#f59e0b,color:#92400e
    style idea_3a85bf79_d49c_4f8a_aeda_2db59802b490 fill:#fef3c7,stroke:#f59e0b,color:#92400e
    style idea_d2b5aa1f_c599_4fcf_9575_0cd2d36ae6c6 fill:#e5e7eb,stroke:#9ca3af,color:#374151
    style idea_26431081_04bf_42df_b5f6_812039f06d73 fill:#fef3c7,stroke:#f59e0b,color:#92400e
    style idea_394e6ef8_a106_4ea6_8636_fdac0cb6ae3a fill:#7f1d1d,stroke:#450a0a,color:#fca5a5
    style idea_6ff30a2b_5940_4bbe_8b47_9eb0c4fc5c2d fill:#fef3c7,stroke:#f59e0b,color:#92400e