# AutoTrain Dataset for project: test7-2644pc-linearregr

## Dataset Description

This dataset has been automatically processed by AutoTrain for project test7-2644pc-linearregr.

### Languages

The BCP-47 code for the dataset's language is unk.

## Dataset Structure

### Data Instances

A sample from this dataset looks as follows:

```json
[
  {
    "feat_7800.00000002, 94.9238939621, 2441.53322511; 7800.00000000, 127.960861494, 1684.86226632; 7800.00000000, 261.682389404, 1712.25453458; 7800.00000000, 319.656077938, 1723.60243999; 7800.00000000, 565.026201539, 1769.40887871; 7800.00000000, 624.022787646, 1780.01755304; 7800.00000000, 735.227253344, 1799.67601898; 7800.00000000, 764.775277230, 1804.83636630; 7800.00000000, 862.570272591, 1821.70376322; 7800.00000000, 920.784971860, 1831.60977726; 7800.00000000, 1160.86119679, 1871.43407710; 7800.00000000, 1219.12830106, 1880.84760331; 7800.00000000, 1458.15808074, 1918.02878546; 7800.00000000, 1516.56547419, 1926.59499253; 7800.00000000, 1635.13187766, 1943.13091879; 7800.00000000, 1664.87088003, 1947.07950093; 7800.00000000, 1755.35964407, 1958.55749414; 7800.00000000, 1795.00000000, 2003.90933326; 7800.00000001, 1795.00000000, 2227.09792389; 7800.00000001, 1795.00000000, 2285.59792389; 7800.00000002, 1795.00000000, 2661.5; 7800.00000002, 1795.00000000, 2720.00000000; 7800.00000003, 1795.00000000, 2961.50000000; 7800.00000003, 1795.00000000, 3020.00000000; 7800.00000003, 1795.00000000, 3261.5; 7800.00000004, 1795.00000000, 3320.00000000; 7800.00000004, 1795.00000000, 3575.00000000; 7800.00000004, 1770.00000000, 3600.00000000; 7800.00000005, 765.0, 3600.00000000; 7800.00000005, 735.0, 3600.00000000; 7800.00000005, 667.000070530, 3600.00000000; 7800.00000005, 527.000070531, 3600.00000000; 7800.00000005, -527.000070531, 3600.00000000; 7800.00000005, -667.000070530, 3600.00000000; 7800.00000005, -735.000000000, 3600.00000000; 7800.00000005, -765.000000000, 3600.00000000; 7800.00000005, -1770.00000000, 3600.00000000; 7800.00000005, -1795.00000000, 3575.00000000; 7800.00000004, -1795.00000000, 3320.00000000; 7800.00000004, -1795.00000000, 3261.50000000; 7800.00000004, -1795.00000000, 3020.00000000; 7800.00000003, -1795.00000000, 2961.50000000; 7800.00000003, -1795.00000000, 2720.0; 7800.00000003, -1795.00000000, 2661.5; 7800.00000002, -1795.00000000, 2285.59792389; 7800.00000001, -1795.00000000, 2227.09792389; 7800.00000001, -1795.00000000, 2003.90933326; 7800.00000001, -1755.35964407, 1958.55749414; 7800.00000001, -1516.56547419, 1926.59499253; 7800.00000001, -1458.15808074, 1918.02878546; 7800.00000000, -1219.12830106, 1880.84760331; 7800.00000000, -1160.86119679, 1871.43407710; 7800.00000000, -920.784971860, 1831.60977726; 7800.00000000, -862.570272591, 1821.70376322; 7800.00000000, -764.775277230, 1804.83636630; 7800.00000000, -735.227253440, 1799.67601843; 7800.00000000, -624.022787646, 1780.01755247; 7800.00000000, -565.026201539, 1769.40887814; 7800.00000000, -319.656078024, 1723.60243939; 7800.00000000, -261.682389490, 1712.25453398; 7800.00000000, -127.960861526, 1684.86226558; 7800.00000002, -94.9238939616, 2441.53322511; 7805.00000002, 94.9238939621, 2441.53322511; 7805.00000000, 127.960861494, 1684.86226632; 7805.00000000, 261.682389404, 1712.25453458; 7805.00000000, 319.656077938, 1723.60243999; 7805.00000000, 565.026201539, 1769.40887871; 7805.00000000, 624.022787646, 1780.01755304; 7805.00000000, 735.227253344, 1799.67601898; 7805.00000000, 764.775277230, 1804.83636630; 7805.00000000, 862.570272591, 1821.70376322; 7805.00000000, 920.784971860, 1831.60977726; 7805.00000000, 1160.86119679, 1871.43407710; 7805.00000000, 1219.12830106, 1880.84760331; 7805.00000000, 1458.15808074, 1918.02878546; 7805.00000000, 1516.56547419, 1926.59499253; 7805.00000000, 1635.13187766, 1943.13091879; 7805.00000000, 1664.87088003, 1947.07950093; 7805.00000000, 1755.35964407, 1958.55749414; 7805.00000000, 1795.00000000, 2003.90933326; 7805.00000001, 1795.00000000, 2227.09792389; 7805.00000001, 1795.00000000, 2285.59792389; 7805.00000002, 1795.00000000, 2661.50000000; 7805.00000002, 1795.00000000, 2720.00000000; 7805.00000003, 1795.00000000, 2961.50000000; 7805.00000003, 1795.00000000, 3020.00000000; 7805.00000003, 1795.00000000, 3261.50000000; 7805.00000004, 1795.00000000, 3320.00000000; 7805.00000004, 1795.00000000, 3575.00000000; 7805.00000004, 1770.00000000, 3600.00000000; 7805.00000005, 765.000000000, 3600.00000000; 7805.00000005, 735.000000000, 3600.00000000; 7805.00000005, 667.000070530, 3600.00000000; 7805.00000005, 527.000070531, 3600.00000000; 7805.00000005, -527.000070531, 3600.00000000; 7805.00000005, -667.000070530, 3600.00000000; 7805.00000005, -735.000000000, 3600.00000000; 7805.00000005, -765.000000000, 3600.00000000; 7805.00000005, -1770.00000000, 3600.00000000; 7805.00000005, -1795.00000000, 3575.00000000; 7805.00000004, -1795.00000000, 3320.00000000; 7805.00000004, -1795.00000000, 3261.50000000; 7805.00000004, -1795.00000000, 3020.00000000; 7805.00000003, -1795.00000000, 2961.50000000; 7805.00000003, -1795.00000000, 2720.00000000; 7805.00000003, -1795.00000000, 2661.50000000; 7805.00000002, -1795.00000000, 2285.59792389; 7805.00000001, -1795.00000000, 2227.09792389; 7805.00000001, -1795.00000000, 2003.90933326; 7805.00000001, -1755.35964407, 1958.55749414; 7805.00000001, -1516.56547419, 1926.59499253; 7805.00000001, -1458.15808074, 1918.02878546; 7805.00000000, -1219.12830106, 1880.84760331; 7805.00000000, -1160.86119679, 1871.43407710; 7805.00000000, -920.784971859, 1831.60977726; 7805.00000000, -862.570272591, 1821.70376322; 7805.00000000, -764.775277230, 1804.83636630; 7805.00000000, -735.227253440, 1799.67601843; 7805.00000000, -624.022787646, 1780.01755247; 7805.00000000, -565.026201539, 1769.40887814; 7805.00000000, -319.656078024, 1723.60243939; 7805.00000000, -261.682389490, 1712.25453398; 7805.00000000, -127.960861526, 1684.86226558; 7805.00000002, -94.9238939616, 2441.53322511;": "7804.99999816, -4194.00011116, 3520.00000159; 7804.99999816, -4194.00007053, 3390.00000159; 7824.99999816, -4194.00007053, 3390.00000159; 7954.99999816, -4194.00007053, 3520.00000159; 7954.99999816, -4194.00007053, 3540.00000159; 7824.99999816, -4194.00007053, 3540.00000159; 7805.00000000, -4200.00011116, 3520.00000000; 7805.00000000, -4200.00007665, 3390.0; 7825.00000000, -4200.00007053, 3390.0; 7955.00000000, -4200.00006522, 3520.00000000; 7955.00000000, -4200.00007053, 3540.00000000; 7825.00000000, -4200.00011034, 3540.00000000;",
    "target": 0.6000000238418579
  },
  {
    "feat_7800.00000002, 94.9238939621, 2441.53322511; 7800.00000000, 127.960861494, 1684.86226632; 7800.00000000, 261.682389404, 1712.25453458; 7800.00000000, 319.656077938, 1723.60243999; 7800.00000000, 565.026201539, 1769.40887871; 7800.00000000, 624.022787646, 1780.01755304; 7800.00000000, 735.227253344, 1799.67601898; 7800.00000000, 764.775277230, 1804.83636630; 7800.00000000, 862.570272591, 1821.70376322; 7800.00000000, 920.784971860, 1831.60977726; 7800.00000000, 1160.86119679, 1871.43407710; 7800.00000000, 1219.12830106, 1880.84760331; 7800.00000000, 1458.15808074, 1918.02878546; 7800.00000000, 1516.56547419, 1926.59499253; 7800.00000000, 1635.13187766, 1943.13091879; 7800.00000000, 1664.87088003, 1947.07950093; 7800.00000000, 1755.35964407, 1958.55749414; 7800.00000000, 1795.00000000, 2003.90933326; 7800.00000001, 1795.00000000, 2227.09792389; 7800.00000001, 1795.00000000, 2285.59792389; 7800.00000002, 1795.00000000, 2661.5; 7800.00000002, 1795.00000000, 2720.00000000; 7800.00000003, 1795.00000000, 2961.50000000; 7800.00000003, 1795.00000000, 3020.00000000; 7800.00000003, 1795.00000000, 3261.5; 7800.00000004, 1795.00000000, 3320.00000000; 7800.00000004, 1795.00000000, 3575.00000000; 7800.00000004, 1770.00000000, 3600.00000000; 7800.00000005, 765.0, 3600.00000000; 7800.00000005, 735.0, 3600.00000000; 7800.00000005, 667.000070530, 3600.00000000; 7800.00000005, 527.000070531, 3600.00000000; 7800.00000005, -527.000070531, 3600.00000000; 7800.00000005, -667.000070530, 3600.00000000; 7800.00000005, -735.000000000, 3600.00000000; 7800.00000005, -765.000000000, 3600.00000000; 7800.00000005, -1770.00000000, 3600.00000000; 7800.00000005, -1795.00000000, 3575.00000000; 7800.00000004, -1795.00000000, 3320.00000000; 7800.00000004, -1795.00000000, 3261.50000000; 7800.00000004, -1795.00000000, 3020.00000000; 7800.00000003, -1795.00000000, 2961.50000000; 7800.00000003, -1795.00000000, 2720.0; 7800.00000003, -1795.00000000, 2661.5; 7800.00000002, -1795.00000000, 2285.59792389; 7800.00000001, -1795.00000000, 2227.09792389; 7800.00000001, -1795.00000000, 2003.90933326; 7800.00000001, -1755.35964407, 1958.55749414; 7800.00000001, -1516.56547419, 1926.59499253; 7800.00000001, -1458.15808074, 1918.02878546; 7800.00000000, -1219.12830106, 1880.84760331; 7800.00000000, -1160.86119679, 1871.43407710; 7800.00000000, -920.784971860, 1831.60977726; 7800.00000000, -862.570272591, 1821.70376322; 7800.00000000, -764.775277230, 1804.83636630; 7800.00000000, -735.227253440, 1799.67601843; 7800.00000000, -624.022787646, 1780.01755247; 7800.00000000, -565.026201539, 1769.40887814; 7800.00000000, -319.656078024, 1723.60243939; 7800.00000000, -261.682389490, 1712.25453398; 7800.00000000, -127.960861526, 1684.86226558; 7800.00000002, -94.9238939616, 2441.53322511; 7805.00000002, 94.9238939621, 2441.53322511; 7805.00000000, 127.960861494, 1684.86226632; 7805.00000000, 261.682389404, 1712.25453458; 7805.00000000, 319.656077938, 1723.60243999; 7805.00000000, 565.026201539, 1769.40887871; 7805.00000000, 624.022787646, 1780.01755304; 7805.00000000, 735.227253344, 1799.67601898; 7805.00000000, 764.775277230, 1804.83636630; 7805.00000000, 862.570272591, 1821.70376322; 7805.00000000, 920.784971860, 1831.60977726; 7805.00000000, 1160.86119679, 1871.43407710; 7805.00000000, 1219.12830106, 1880.84760331; 7805.00000000, 1458.15808074, 1918.02878546; 7805.00000000, 1516.56547419, 1926.59499253; 7805.00000000, 1635.13187766, 1943.13091879; 7805.00000000, 1664.87088003, 1947.07950093; 7805.00000000, 1755.35964407, 1958.55749414; 7805.00000000, 1795.00000000, 2003.90933326; 7805.00000001, 1795.00000000, 2227.09792389; 7805.00000001, 1795.00000000, 2285.59792389; 7805.00000002, 1795.00000000, 2661.50000000; 7805.00000002, 1795.00000000, 2720.00000000; 7805.00000003, 1795.00000000, 2961.50000000; 7805.00000003, 1795.00000000, 3020.00000000; 7805.00000003, 1795.00000000, 3261.50000000; 7805.00000004, 1795.00000000, 3320.00000000; 7805.00000004, 1795.00000000, 3575.00000000; 7805.00000004, 1770.00000000, 3600.00000000; 7805.00000005, 765.000000000, 3600.00000000; 7805.00000005, 735.000000000, 3600.00000000; 7805.00000005, 667.000070530, 3600.00000000; 7805.00000005, 527.000070531, 3600.00000000; 7805.00000005, -527.000070531, 3600.00000000; 7805.00000005, -667.000070530, 3600.00000000; 7805.00000005, -735.000000000, 3600.00000000; 7805.00000005, -765.000000000, 3600.00000000; 7805.00000005, -1770.00000000, 3600.00000000; 7805.00000005, -1795.00000000, 3575.00000000; 7805.00000004, -1795.00000000, 3320.00000000; 7805.00000004, -1795.00000000, 3261.50000000; 7805.00000004, -1795.00000000, 3020.00000000; 7805.00000003, -1795.00000000, 2961.50000000; 7805.00000003, -1795.00000000, 2720.00000000; 7805.00000003, -1795.00000000, 2661.50000000; 7805.00000002, -1795.00000000, 2285.59792389; 7805.00000001, -1795.00000000, 2227.09792389; 7805.00000001, -1795.00000000, 2003.90933326; 7805.00000001, -1755.35964407, 1958.55749414; 7805.00000001, -1516.56547419, 1926.59499253; 7805.00000001, -1458.15808074, 1918.02878546; 7805.00000000, -1219.12830106, 1880.84760331; 7805.00000000, -1160.86119679, 1871.43407710; 7805.00000000, -920.784971859, 1831.60977726; 7805.00000000, -862.570272591, 1821.70376322; 7805.00000000, -764.775277230, 1804.83636630; 7805.00000000, -735.227253440, 1799.67601843; 7805.00000000, -624.022787646, 1780.01755247; 7805.00000000, -565.026201539, 1769.40887814; 7805.00000000, -319.656078024, 1723.60243939; 7805.00000000, -261.682389490, 1712.25453398; 7805.00000000, -127.960861526, 1684.86226558; 7805.00000002, -94.9238939616, 2441.53322511;": "18300.0000003, 5397.38734591, 1375.21804970; 18300.0000003, 5110.91654501, 1253.74141186; 18300.0000003, 5086.16013667, 1267.14799650; 18300.0000003, 5069.24096063, 1325.02019760; 18300.0000003, 5382.43313234, 1435.59267926; 18300.0000003, 5403.61548643, 1402.54333077; 18305.0000003, 5397.38734591, 1375.21804970; 18305.0000003, 5110.91654501, 1253.74141186; 18305.0000003, 5086.16013667, 1267.14799650; 18305.0000003, 5069.24096063, 1325.02019760; 18305.0000003, 5382.43313234, 1435.59267926; 18305.0000003, 5403.61548643, 1402.54333077;",
    "target": 0.5
  }
]
```

### Dataset Fields

The dataset has the following fields (also called "features"):

```json
{
  "feat_7800.00000002, 94.9238939621, 2441.53322511; 7800.00000000, 127.960861494, 1684.86226632; 7800.00000000, 261.682389404, 1712.25453458; 7800.00000000, 319.656077938, 1723.60243999; 7800.00000000, 565.026201539, 1769.40887871; 7800.00000000, 624.022787646, 1780.01755304; 7800.00000000, 735.227253344, 1799.67601898; 7800.00000000, 764.775277230, 1804.83636630; 7800.00000000, 862.570272591, 1821.70376322; 7800.00000000, 920.784971860, 1831.60977726; 7800.00000000, 1160.86119679, 1871.43407710; 7800.00000000, 1219.12830106, 1880.84760331; 7800.00000000, 1458.15808074, 1918.02878546; 7800.00000000, 1516.56547419, 1926.59499253; 7800.00000000, 1635.13187766, 1943.13091879; 7800.00000000, 1664.87088003, 1947.07950093; 7800.00000000, 1755.35964407, 1958.55749414; 7800.00000000, 1795.00000000, 2003.90933326; 7800.00000001, 1795.00000000, 2227.09792389; 7800.00000001, 1795.00000000, 2285.59792389; 7800.00000002, 1795.00000000, 2661.5; 7800.00000002, 1795.00000000, 2720.00000000; 7800.00000003, 1795.00000000, 2961.50000000; 7800.00000003, 1795.00000000, 3020.00000000; 7800.00000003, 1795.00000000, 3261.5; 7800.00000004, 1795.00000000, 3320.00000000; 7800.00000004, 1795.00000000, 3575.00000000; 7800.00000004, 1770.00000000, 3600.00000000; 7800.00000005, 765.0, 3600.00000000; 7800.00000005, 735.0, 3600.00000000; 7800.00000005, 667.000070530, 3600.00000000; 7800.00000005, 527.000070531, 3600.00000000; 7800.00000005, -527.000070531, 3600.00000000; 7800.00000005, -667.000070530, 3600.00000000; 7800.00000005, -735.000000000, 3600.00000000; 7800.00000005, -765.000000000, 3600.00000000; 7800.00000005, -1770.00000000, 3600.00000000; 7800.00000005, -1795.00000000, 3575.00000000; 7800.00000004, -1795.00000000, 3320.00000000; 7800.00000004, -1795.00000000, 3261.50000000; 7800.00000004, -1795.00000000, 3020.00000000; 7800.00000003, -1795.00000000, 2961.50000000; 7800.00000003, -1795.00000000, 2720.0; 7800.00000003, -1795.00000000, 2661.5; 7800.00000002, -1795.00000000, 2285.59792389; 7800.00000001, -1795.00000000, 2227.09792389; 7800.00000001, -1795.00000000, 2003.90933326; 7800.00000001, -1755.35964407, 1958.55749414; 7800.00000001, -1516.56547419, 1926.59499253; 7800.00000001, -1458.15808074, 1918.02878546; 7800.00000000, -1219.12830106, 1880.84760331; 7800.00000000, -1160.86119679, 1871.43407710; 7800.00000000, -920.784971860, 1831.60977726; 7800.00000000, -862.570272591, 1821.70376322; 7800.00000000, -764.775277230, 1804.83636630; 7800.00000000, -735.227253440, 1799.67601843; 7800.00000000, -624.022787646, 1780.01755247; 7800.00000000, -565.026201539, 1769.40887814; 7800.00000000, -319.656078024, 1723.60243939; 7800.00000000, -261.682389490, 1712.25453398; 7800.00000000, -127.960861526, 1684.86226558; 7800.00000002, -94.9238939616, 2441.53322511; 7805.00000002, 94.9238939621, 2441.53322511; 7805.00000000, 127.960861494, 1684.86226632; 7805.00000000, 261.682389404, 1712.25453458; 7805.00000000, 319.656077938, 1723.60243999; 7805.00000000, 565.026201539, 1769.40887871; 7805.00000000, 624.022787646, 1780.01755304; 7805.00000000, 735.227253344, 1799.67601898; 7805.00000000, 764.775277230, 1804.83636630; 7805.00000000, 862.570272591, 1821.70376322; 7805.00000000, 920.784971860, 1831.60977726; 7805.00000000, 1160.86119679, 1871.43407710; 7805.00000000, 1219.12830106, 1880.84760331; 7805.00000000, 1458.15808074, 1918.02878546; 7805.00000000, 1516.56547419, 1926.59499253; 7805.00000000, 1635.13187766, 1943.13091879; 7805.00000000, 1664.87088003, 1947.07950093; 7805.00000000, 1755.35964407, 1958.55749414; 7805.00000000, 1795.00000000, 2003.90933326; 7805.00000001, 1795.00000000, 2227.09792389; 7805.00000001, 1795.00000000, 2285.59792389; 7805.00000002, 1795.00000000, 2661.50000000; 7805.00000002, 1795.00000000, 2720.00000000; 7805.00000003, 1795.00000000, 2961.50000000; 7805.00000003, 1795.00000000, 3020.00000000; 7805.00000003, 1795.00000000, 3261.50000000; 7805.00000004, 1795.00000000, 3320.00000000; 7805.00000004, 1795.00000000, 3575.00000000; 7805.00000004, 1770.00000000, 3600.00000000; 7805.00000005, 765.000000000, 3600.00000000; 7805.00000005, 735.000000000, 3600.00000000; 7805.00000005, 667.000070530, 3600.00000000; 7805.00000005, 527.000070531, 3600.00000000; 7805.00000005, -527.000070531, 3600.00000000; 7805.00000005, -667.000070530, 3600.00000000; 7805.00000005, -735.000000000, 3600.00000000; 7805.00000005, -765.000000000, 3600.00000000; 7805.00000005, -1770.00000000, 3600.00000000; 7805.00000005, -1795.00000000, 3575.00000000; 7805.00000004, -1795.00000000, 3320.00000000; 7805.00000004, -1795.00000000, 3261.50000000; 7805.00000004, -1795.00000000, 3020.00000000; 7805.00000003, -1795.00000000, 2961.50000000; 7805.00000003, -1795.00000000, 2720.00000000; 7805.00000003, -1795.00000000, 2661.50000000; 7805.00000002, -1795.00000000, 2285.59792389; 7805.00000001, -1795.00000000, 2227.09792389; 7805.00000001, -1795.00000000, 2003.90933326; 7805.00000001, -1755.35964407, 1958.55749414; 7805.00000001, -1516.56547419, 1926.59499253; 7805.00000001, -1458.15808074, 1918.02878546; 7805.00000000, -1219.12830106, 1880.84760331; 7805.00000000, -1160.86119679, 1871.43407710; 7805.00000000, -920.784971859, 1831.60977726; 7805.00000000, -862.570272591, 1821.70376322; 7805.00000000, -764.775277230, 1804.83636630; 7805.00000000, -735.227253440, 1799.67601843; 7805.00000000, -624.022787646, 1780.01755247; 7805.00000000, -565.026201539, 1769.40887814; 7805.00000000, -319.656078024, 1723.60243939; 7805.00000000, -261.682389490, 1712.25453398; 7805.00000000, -127.960861526, 1684.86226558; 7805.00000002, -94.9238939616, 2441.53322511;": "Value(dtype='string', id=None)",
  "target": "Value(dtype='float32', id=None)"
}
```

### Dataset Splits

This dataset is split into a train and validation split. The split sizes are as follow:

| Split name   | Num samples         |
| ------------ | ------------------- |
| train        | 2113 |
| valid        | 530 |

region:us
{}
TAGS
#region-us 

AutoTrain Dataset for project: test7-2644pc-linearregr
======================================================


Dataset Description
-------------------


This dataset has been automatically processed by AutoTrain for project test7-2644pc-linearregr.


### Languages


The BCP-47 code for the dataset's language is unk.


Dataset Structure
-----------------


### Data Instances


A sample from this dataset looks as follows:


### Dataset Fields


The dataset has the following fields (also called "features"):


### Dataset Splits


This dataset is split into a train and validation split. The split sizes are as follow:




### Languages


The BCP-47 code for the dataset's language is unk.


Dataset Structure
----------------- ### Data Instances


A sample from this dataset looks as follows: ### Dataset Fields


The dataset has the following fields (also called "features"): ### Dataset Splits


This dataset is split into a train and validation split. The split sizes are as follow:
TAGS
#region-us 
 ### Languages


The BCP-47 code for the dataset's language is unk.


Dataset Structure
----------------- ### Data Instances


A sample from this dataset looks as follows: ### Dataset Fields


The dataset has the following fields (also called "features"): ### Dataset Splits


This dataset is split into a train and validation split. The split sizes are as follow:
passage: TAGS
#region-us 
### Languages


The BCP-47 code for the dataset's language is unk.


Dataset Structure
-----------------### Data Instances


A sample from this dataset looks as follows:### Dataset Fields


The dataset has the following fields (also called "features"):### Dataset Splits


This dataset is split into a train and validation split. The split sizes are as follow: