Mathematics
Grade-2
Easy
Question
Use the tally chart to complete the picture graph.
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAZcAAACsCAYAAAC3rOHXAAAa+klEQVR4nO3de0wTWx4H8O/wEGyJ/oGrieFehRKjsbkJceNNhPqH+Og/1Gg0rKsmBKIBduHmJqgbuYaQu2Aq/CNGiRshbNQr+IiRv9CEG0PdG4w3vnjEB6XCIiaYjSIWtBZm/+DOONNSnm2nhe8naeLMmZn+ij39zTln5owgiqIIIiIiP4rQOgAiIpp/opQLgiBoFQcREc0DUmdYlK8CIvImCALrCJEPygYKu8WIiMjvmFyIiMjvmFyIiMjvmFwCpLCwEHq93ueroaFhTse3WCywWCx+ipYWKovFIn8njUajV7nyOxvs75sytpnUl8rKygk/i5Jer0dlZaW8XFhYOOk+DQ0N0Ov1sNvt045jwRMVPBZpjrq6ukSdTifW19er1re0tHito/AwX+tIQUGBqNPpxIKCAq+yiooKsaWlJejxVFRUyP9ev379tParqKgQdTrdtLeXjj/ZPvX19aJOpxN1Op3Y1dU17eMuRMr64XW1GAWeyWTy+zHtdjtOnz6Nqqoqvx+bFoacnBzU1NQgNTUVmZmZmsZSU1ODpqYmAJjRd7qoqAgAUFdXN+19pOP/+uuvE5ZLf4vs7OxpH5PYLRZ0yqa4P/34448BOS4tHD/88APS09ORnZ2tafcPu57mByaXIGtpaVEtS/3DE43R2O122O32CfudpX2kfzc3N6OmpgZ6vR42m021n81mC1hSo/mlsbERALBz585JtzMajXMai/G1f2VlJb777jsAgNlsnnScQ1lnJhovUdYBqa4o1081jlNZWSnv/9///terTFlvpeNLYzPSy/M9bTabaixpXvPVX0ZzJ425KF/Kfl2pf9hzXKalpcWrf1e5zfr16736xzMyMryWpf3Xr18v91/T3MzXOlJQUCB/X6Tvn/R98hxzWb9+ver7qtPpxIyMjGm/11T7S/VmsnGegoIC1T46nU7+jnuOu0hjJspje9Y5z3GdiooK1bJU57q6unzW2/r6elUdlI7p+TsgfS5lzPMFOOYSXLW1tXK/rfIsTdk/PJM+7vb29imvhgHGu8oaGxvR3t4+w4hpITOZTCgtLUVJSQlSU1NVZdLZvvL72tTUBLPZDJvNNuV44lz3B8ZbATU1NXj69Km8zul0qrZJTEyUv/crV66U9zMYDHj69KncOvKlpKREHvMBgBMnTshjLr7q7eXLl+UeBE/SezY1NcmfMTExccrPGs7YLRZkmzdvDsr7HDlyBM3NzaouNqLpKioqksdfent75fWe3UPA1x/v/v7+KY871/1nst1szbaudHd3o6mpCU6nU/UyGAx+jjA8MLkEmXTWE2gmkwlOp1M+u5vqTI3IkzT+4nkm7nA4JvwBlpLEVOa6/0yT0WzN9PhJSUm4f/9+gKIJP0wuIUz6ckuD8dnZ2VMOQtrtdjQ0NMBisai6AYhmQ9k1BHw9OVIO+N+8eRPp6enT6tKa6/4AYDAYkJ6eDrPZrFqvHLSfC+n4ykuPL1++DGD8JM1Xy2b//v0oKSmBzWaT11VWVi7cXgNfgzE0N9KNWRMN5PvaRikjI0NeLw0geg7oew66Kt9HGpD0HESkuZlvdcRzsHm6N1Eq9/EczJ/OAL+v/ZWD5VPdDKmsI9Jgu2edUt4A6WtZuc9Eg/jS38XXe3j+rZRl0t9ushgm+puHK2X9EP5YAYDTiRNNhXWEyDdl/WC3GBER+R2TCxER+Z3XfS581DHR5FhHiKbGxxwTzQDHXIh842OOiYgooJhciIjI75hciCjkPH/+HJcuXVKt6+zsRHd3N4Dx7vuHDx9iYGAAANDT0yPPJTY8PIwHDx5gZGQkuEGTCpNLmLt37x4HmGne6e3txcGDB3H+/Hl53YEDB1BcXAwAGBsbQ1paGq5fvw4AOHnyJPbu3QsAePnyJTZu3Lhw74wPEUwuQSQIApKTk7UOgyjkbdu2DdXV1cjNzYXD4QAAREVFISrq6zVI0dHRiIgY/wmLjIyUy6STLZ50aYvJJUjq6+uxY8cOAOOtDSKaXG5uLrZu3SrPJB4bG6u+GikiQpVIpERDoYH/G0FSV1eHrKwsbN++Hb/88ouqzGw2o76+HsnJyRAEAYIgqBKQtCyVTXVGptwuPz8/IJ+HKBguXLiAgYEBlJeXQ6fTaR0OzQCTSxB0d3fj9u3b2LhxI/7617+iurraa5t9+/ahrq4OoijCarV6zRBrMpkgiiJEUcSOHTu8ZoSVJCcnw2q1ytveuXMH9fX1AflcRIG2atUqnDlzBsXFxWhra0NcXJzWIdE0MbkEwfXr17Fjxw4kJSUhLS0NBoPB6wffarUiLS0NAHD06FEA6u4z5TTeP/30E27fvu31Pvfu3YPdbpf3B4DDhw+jrq7Or5+HKJgOHTqE/Px89Pf3Y8mSJVqHQ9PE5BIE//rXv5CVlSUvb9++HT/99NOk+0z29LqpHqqk7BY7duzYzIIlCjGCIMBqtSIhIUF+GBcH60Mfk0uASa2Jffv2yT/41dXVsNvtkw7sT3YZ5VRPyJO6xKSX5wOfiMJNXFwcNmzYgLt37+LWrVuIiIjgNDwhjsklwH755Rfs2LHD6wffYDCoBvaPHTsm3yB26tQpGAwGuZsMgKrl889//hN5eXle7yV1uZ06dSqAn4hIGy6XC/Hx8cjLy8O7d++g0+mYYEKY18SV5F/V1dWq8RLJ4cOHcezYMZw7dw7A+JiLsivMs+Vy+PBhuSvAYDD4bI10dXV5dYdZrVbVOAxROBocHERGRgYGBgaQnp4Ol8uF6OhorcMiH5hcAszXmdXRo0e9fvAnOwvbtGnThOVpaWle63k2R/OR2+1GXFwcKioq8Kc//QkAsHjxYo2jIl/YLUZEYUEQBAwODmLZsmW4ceMGoqKi4Ha7AfCEKhQxuRBR2Nm9ezdWrFiBsrIyuFwu3mAZgtgtFgKmupqLZ2VEaqOjo4iNjcWLFy9gtVoRFRXFy5NDDJMLEYUlt9sNs9mMsrIyrFu3jnfvhxh2ixFRWBoaGsL+/ftx4sQJPH78GHq9HgBb+qGCyYWIwtLo6CjcbjeKi4uxZs0avH79GgBU0/KTdphciCgsCYKAz58/Axif+LWjowNXr17F0qVLNY6MACYXIpoHvnz5gpiYGBQUFKCtrQ0xMTFah7Tgsf1IRGHvw4cPSElJQUJCArKysiCKIh8epjH+9Yko7Elz9tXV1eH9+/dwuVxsvWiMyYWI5oWRkRHo9XrU1tYCAN6+fatxRAsbkwsRzSupqakAxgf5+/r6NI5m4WJyIaJ5ZXh4GJGRkXA4HDh+/LjW4SxYTC5ENK+43W4sWrQIZ8+excWLF3Ht2jWtQ1qQeLUYEc07nz59ws6dO9HX14esrCxs2bIF8fHxWoe1oLDlQkRhYWxsTDW1i3JZFEWMjY3JZaIo4uPHjygvL4fBYMCePXswNDQU9JgXMiYXIgoLbrdbfn4LMH7jpJRQpKlggK9zi7lcLgBAY2Mjnjx5gitXrgQ54oVNEBWnAoIgcNI3okmwjmins7MTsbGxSEpKgiiKePToERISErB8+XL09PRgaGgIRqMRw8PD6OjogNFolJ9U+ebNG4iiiJUrV2r8KeY3Zf1gciGaAdYRIt+U9YPdYkRE5HdMLkRE5HdMLkRE5HdMLkRE5HdeN1EKgqBFHERhg3WEaGpeyYVXwhD5xqvFiHxTnnixW4yIiPyOyYWIQkZraytaW1s1Kyf/4U2URDPAOhJYKSkpAIBHjx5pUk5zo6wfnBWZiEKGTqfTtJz8h91ifiYIguplNpu1DokobEj1Rqty8h8mlwCw2WwQRRGiKKKrqwunTp3SOiQioqBicgmw7du349WrV/JyfX29qmXT3d0NAOju7oYgCKpyz1ZPfn6+XJacnKw6ptlsVpV7JjTlezLZEVGgMbkEWHV1NTZv3gwAuHfvHurq6uRWTV5eHvLz81XbK8tv376N+vp6AMCpU6ewevVquUxaJ7l9+7ZcbrPZcOzYMTlxJScnw263T1hGRBQIHNAPAJPJpFr+y1/+AgBIS0tDU1OTvH7z5s24c+eOattz587J/87Ly0Nvby8A4OjRo6rtPFtEBoNB3iYtLQ0GgwH9/f1ISkpCV1eXvF1aWhoAyGVERIHAlksAKMdcrFaragBR2XW1b9++KY+lTCDJycnyvtXV1VPu29fXB2C8xaTsFiMiCjQmlwCTWhP37t3DqVOncOfOHTnxzOSxq2azGdu3b1d1qU1Hd3c3TCaTKuEREQUak0uASWMmUneUciC+rq5uRsdavXq1/O/ptFyUpMe7SvEQEQUSk0sAmEwmVdeX3W4HMN6K6erqkstmMuZx7tw5HDt2TN53ui2XpKQkWK1WGAwGCIKAuro6GAyGWX0uIqLp4vQvRDPAOhJYUgv/3r17mpTT3CjrB1suRETkd0wuRETkd0wuRETkd0wuRETkd0wuRETkd0wuRETkd0wuRETkd0wuRETkd0wuRETkd0wuRETkd0wuRETkd0wuRETkd0wuRETkd0wuRETkd0wuRETkd1FaB0BEJBkbG9O0nPyHyYWIQsbo6Kim5eQ/fBIl0QywjgTWs2fPAABr167VpJzmRlk/mFyIZoB1hMg3Zf3w6hYTBCHoARGFE9YRoql5JReelRH5xpYLkW/KEy9eikxERH7H5EJERH7H5EJEmnv+/DkuXbqkWtfZ2Ynu7m4A4931Dx8+xMDAAACgp6cH7e3tAIDh4WE8ePAAIyMjwQ2aJsXkEkA2mw16vV5+GY1GAEBhYaHGkRGFlt7eXhw8eBDnz5+X1x04cADFxcUAxm9+TEtLw/Xr1wEAJ0+exN69ewEAL1++xMaNG2G322f0nq2trWhtbfXTJyBPTC4BUllZCbPZjNraWjidTjidTty6dQt6vR41NTVah0cUUrZt24bq6mrk5ubC4XAAAKKiohAV9fWao+joaEREjP9kRUZGymXSIPJMr+LLy8tDXl6eP8KnCTC5BEBDQwNKSkpQW1uLzMxMeb3BYIDT6UR6erqG0RGFptzcXGzduhWbN28GAMTGxqqvPoqIUCUSKdHMlk6ng06nm9MxyDcmlwD4+eefkZiYqEosSo2NjUGOiCg8XLhwAQMDAygvLw/4D78gCLxnKYCYXPzMbrfD4XBgy5YtU26rHJOx2WwAIC9XVlbK2xmNRtXYjd1uh91uV62T9rdYLNDr9fK4jrTsuR1RKFq1ahXOnDmD4uJitLW1IS4uTuuQaJaYXPysv7/fZ5nnD31/fz+ePn2q2sbpdCIxMVFelpKMNG6TmJiI06dPy11sOTk5KC0thclkAjDeKmpqakJVVRUaGhrQ3Nws75ueno6KiooAfGoi/zl06BDy8/PR39+PJUuWaB0OzRKTSxBJP/wA0NTU5LPbTKmoqEi+5FKv18uDnZK9e/eipaVFXrbZbFi5ciUAIDMzE06nE8B466e5udkvn4MokARBgNVqRUJCAu7fvy+vo/DC5OJnUgvCn1eESS2diS4GMJlM6O7ulru77t+/D4PBIJdLXWq3bt1CTk6O32IiCqS4uDhs2LABd+/exa1btxAREcFpd8IMk0sAlJaWAvDP/SwWiwU5OTlyC2QiWVlZqKiogN1uxzfffCOvLywsRFJSEpxOpyrhEIUDl8uF+Ph45OXl4d27d9DpdEwwYYTJJQCKioqQk5ODmpoaWCyWae0jjdU0NDTA4XCgpKREHm959eqVvN1EXVu7du1Cc3MzfvzxR6+uNukOZwD49ddfZ/xZiLQyODiIjIwMpKSkID09HS6XC9HR0VqHRdPE5BIgVVVVePr0KZqbm1WD+NKNlVL3mcFgQE5ODrKzs6HX6/Gf//wHiYmJKC0tRVFREY4cOaI6xkRJy2AwID09HatXr1bF8MMPP8DhcMj7btmyBc3NzfJMAUShzO12Iy4uDv/+97/x6NEj/O9//8PixYu1DoumiY85DiDpiq6pVFVVoaqqasIyk8nkdYyJtp3o3pmJ3t/X+xCFGkEQMDg4iGXLluHGjRvIzMyE2+0GwEeDhAO2XIgo5O3evRsrVqxAWVkZXC4X76wPA0wuRBTyRkdHERsbixcvXsBqtSIqKoqXJ4c4dosRUVhwu90wm80oKyvDunXrePd+iGPLhYjCwtDQEPbv348TJ07g8ePH0Ov1ADj+EqqYXIgoLIyOjsLtdqO4uBhr1qzB69evAUA1LT+FDiYXIgoLgiDg8+fPAIB9+/aho6MDV69exdKlSzWOjCbC5EJEYefLly+IiYlBQUEB2traEBMTo3VI5IHtSSIKOx8+fEBKSgoSEhKQlZUFURTn/PAw8i/+bxBR2BFFEaIooq6uDu/fv4fL5WLrJcQwuRBRWBoZGYFer0dtbS0A4O3btxpHREpMLkQU1lJTUwGMD/L39fVpHA1JmFyIKKwNDw8jMjISDocDx48f1zoc+gOTCxGFNbfbjUWLFuHs2bO4ePEirl27pnVIBF4tRkTzwKdPn7Bz50709fUhKysLW7ZsQXx8vNZhLWhsuRBRSBobG1NN7aJcFkURY2Njcpkoivj48SPKy8thMBiwZ88eDA0NBT1m+orJhYhCktvtlp/fAozfOCklFGkqGODr3GIulwvA+LONnjx5gitXrgQ5YlISRMWpgSAInASOaBKsI8HT2dmJ2NhYJCUlQRRFPHr0CAkJCVi+fDl6enowNDQEo9GI4eFhdHR0wGg0yk+qfPPmDURRxMqVK30ef9OmTQCA3377LSifZyFQ1g8mF6IZYB2ZP77//nsAwP379zWOZP5gciGaJdaR+ePZs2cAgLVr12ocyfyhrB9eV4vx6W5Ek2MdIZqaV3LhWRmRb2y5EPmmPPHi1WJEROR3TC5EROR3TC5EpLnnz5/j0qVLqnWdnZ3o7u4GMN5d//DhQwwMDAAAenp60N7eDmB8brEHDx5gZGQkuEHTpJhcpqGyshJ6vX7Clyej0YjCwkINopyZhoYG6PV62O12rUMhQm9vLw4ePIjz58/L6w4cOIDi4mIA43fnp6Wl4fr16wCAkydPYu/evQCAly9fYuPGjTP+Lre2tqK1tdVPn4A8MblMQ1FREZxOJwCgtLQUTqdTXvb8gW5vb0dVVZUmcU5XQ0MDsrOztQ6DSLZt2zZUV1cjNzcXDocDABAVFYWoqK/XHEVHR8tPm4yMjJTLpEHkmV7Fl5eXh7y8PH+ETxNgcpkD6SFFN2/e1DiSmcnMzJRjJwoVubm52Lp1KzZv3gwAiI2NVV99FBGhSiRzfayxTqeDTqeb0zHINyaXOfjzn/8MYLxJT0Rzd+HCBQwMDKC8vDzgP/yCIPCepQBicpmD/v5+AMC3334rr9Pr9aisrFQtNzQ0oLCwUB6nUXaj2e121RiOzWaTy5T7SMeRWCwWFBYWqsaDZlI+EeW2RqNx9n8YollatWoVzpw5g+LiYrS1tSEuLk7rkGiWmFzmQOqv3bVrFwB4DfBLy9nZ2UhNTYXT6URiYiJOnz4NYDyx7Ny5Ux7Dqa2thdlsht1uh81mQ01NDZ4+fQqn04mcnBz8/PPPAMYTR3NzM2pqagBALs/Ozobdbp+yfCJSQpRiSUpKgsVi8eefi2haDh06hPz8fPT392PJkiVah0OzxOQyQyUlJfLZvcPhQFNTEwwGAwDIg/wSabm2thaZmZkAgKSkJLn85s2bcDgc8vGkQfbff/8dJpMJTqcTBoMBFotFThTA+JTi6enpyMnJQVFREQDIFxHcvHlzyvKJ1NXVqT5bc3Mzmpub5/bHIpoFQRBgtVqRkJAgTyrJ7qvww+QyQ8qrxZxOJ0wm06yP1dvb63U8p9MpJyKLxQK9Xo8jR46gtLR0yuMlJibOutzhcMitJOWLSAtxcXHYsGED7t69i1u3biEiIoLT7oQZJhcNffvtt2hpaZmwrLKyEt3d3TNKYA6HA998882syhMTE/H7779P632IgsHlciE+Ph55eXl49+4ddDodE0wYYXLR0K5du9Dc3Ky6AMBms8kD79L1/gAmTELKrrLKykokJibKrZ7plCtlZWV5jcmEw82gNH8NDg4iIyMDKSkpSE9Ph8vlQnR0tNZh0XSJCh6L9IeKigpRp9OpXhNRlv/jH/9QLVdUVIjr16+XlzMyMkRRFMWWlhbVdtJ6z+MVFBSo3jsjI0O1zjOmycrr6+tV67u6ukRRFL22r6+v9+vfcT5gHQmejRs3in//+9/Ft2/figBEAOLly5dFURTFv/3tb+J3330niqIoPnnyRAQgtre3z+j4qampYmpqqt/jXsiU9cNryn3yVlRUJA+MT8ZzjOLkyZNex/EkDdxP53gT3fk/1bjIROWZmZkTtmCqqqpCfnYBWjgEQcDg4CCWLVuGGzduIDMzE263GwAfDRIO2C1GRCFv9+7dWLFiBcrKyuByuXhnfRhgyyUMGY1GeTzm1atXaGxsnFE5UbgZHR1FbGwsXrx4AavViqioKF6eHOKYXMKQNNX4bMuJwpHb7YbZbEZZWRnWrVvHu/dDHLvFiCgsDA0NYf/+/Thx4gQeP34sz4DB8ZfQxORCRGFhdHQUbrcbxcXFWLNmDV6/fg0Aqmn5KXQwuRBRWBAEAZ8/fwYA7Nu3Dx0dHbh69SqWLl2qcWQ0ESYXIgo7X758QUxMDAoKCtDW1oaYmBitQyIPbE8SUdj58OEDUlJSkJCQgKysLIiiOOeHh5F/8X+DiMKOKIoQRRF1dXV4//49XC4XWy8hhsmFiMLSyMgI9Hq9/Mjut2/fahwRKTG5EFFYS01NBTA+yN/X16dxNCRhciGisDY8PIzIyEg4HA4cP35c63DoD0wuRBTW3G43Fi1ahLNnz+LixYu4du2a1iEReLUYEc0Dnz59ws6dO9HX14esrCxs2bIF8fHxWoe1oLHlQkQhaWxsTDW1i3JZFEWMjY3JZaIo4uPHjygvL4fBYMCePXswNDQU9JjpKyYXIgpJbrdbfn4LMH7jpJRQpKlggK9zi7lcLgBAY2Mjnjx5gitXrgQ5YlISRMWpgSAInASOaBKsI8HT2dmJ2NhYJCUlQRRFPHr0CAkJCVi+fDl6enowNDQEo9GI4eFhdHR0wGg0YvHixQCAN2/eQBRFrFy50ufxN23aBAD47bffgvJ5FgJl/WByIZoB1pH54/vvvwcA3L9/X+NI5g8mF6JZYh2ZP549ewYAWLt2rcaRzB9MLkSzxDpC5JuyfnhdisxHhxJNjnWEaGqq5MIzMiIi8gdeikxERH7H5EJERH73fyHGjJgJCm8rAAAAAElFTkSuQmCC)
Hint:
In this question ,we are the tally chart. It is table of favorite fruits and no of children. So the given tally is no. of children, So just count the given tally of each row and match with the option.
The correct answer is: ![](data:image/png;base64,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)
we are given the tally and we have to find the picture diagram.
Firstly , we have given table of tally,
![](data:image/png;base64,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)
To find picture diagram we must know the number of children for each rows of fruits.
So we have,
![](data:image/png;base64,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)
Therefore the correct picture diagram is option( d).
In this question , we are given the tally chart , just count the tally chart and make your table then match with your given option for the picture diagram.